warning: commands will be executed using /bin/sh
job 2578 at Sat Mar 29 19:50:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140327/YutaMouse20-140327/YutaMouse20-140327
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2870054 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 956684 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 50218 members 
Mstep: Class 3 contains 50488 members 
Mstep: Class 4 contains 49912 members 
Mstep: Class 5 contains 50317 members 
Mstep: Class 6 contains 50372 members 
Mstep: Class 7 contains 50274 members 
Mstep: Class 8 contains 50380 members 
Mstep: Class 9 contains 50071 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 50835 members 
Mstep: Class 12 contains 50083 members 
Mstep: Class 13 contains 50590 members 
Mstep: Class 14 contains 50512 members 
Mstep: Class 15 contains 50309 members 
Mstep: Class 16 contains 50697 members 
Mstep: Class 17 contains 50109 members 
Mstep: Class 18 contains 50024 members 
Mstep: Class 19 contains 50360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 466.057953 but Gain 3415.265625
Score: -121073856.000000 Penalty: 61474.765625
Iteration 0F: 19 clusters Score -1.210739e+08 nChanged 903797
Entering Unmasked Mstep 
Mstep: Class 0 contains 2705 members 
Mstep: Class 1 contains 188004 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 12951 members 
Mstep: Class 5 contains 10930 members 
Mstep: Class 6 contains 162045 members 
Mstep: Class 7 contains 156574 members 
Mstep: Class 8 contains 28607 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 69443 members 
Mstep: Class 11 contains 20317 members 
Mstep: Class 13 contains 42960 members 
Mstep: Class 14 contains 43019 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 55235 members 
Mstep: Class 17 contains 40499 members 
Mstep: Class 18 contains 60144 members 
Mstep: Class 19 contains 14901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124858736.000000 Penalty: 61474.765625
Iteration 1F: 19 clusters Score -1.248587e+08 nChanged 344590
Entering Unmasked Mstep 
Mstep: Class 0 contains 2404 members 
Mstep: Class 1 contains 241187 members 
Mstep: Class 2 contains 7225 members 
Mstep: Class 3 contains 9915 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 196047 members 
Mstep: Class 7 contains 210824 members 
Mstep: Class 8 contains 42469 members 
Mstep: Class 9 contains 8530 members 
Mstep: Class 10 contains 51106 members 
Mstep: Class 11 contains 13574 members 
Mstep: Class 13 contains 30399 members 
Mstep: Class 14 contains 26583 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 30640 members 
Mstep: Class 17 contains 25477 members 
Mstep: Class 18 contains 35025 members 
Mstep: Class 19 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3173.919434 but Gain 3415.265625
Score: -125448320.000000 Penalty: 58059.500000
Iteration 2F: 18 clusters Score -1.254483e+08 nChanged 232152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1912 members 
Mstep: Class 1 contains 228857 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 17857 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 6 contains 209343 members 
Mstep: Class 7 contains 259114 members 
Mstep: Class 8 contains 44714 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 36068 members 
Mstep: Class 11 contains 17983 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 20007 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 20660 members 
Mstep: Class 17 contains 14204 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 20574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2279.897705 but Gain 3415.265625
Score: -125700760.000000 Penalty: 54644.234375
Iteration 3F: 17 clusters Score -1.257008e+08 nChanged 171375
Entering Unmasked Mstep 
Mstep: Class 0 contains 930 members 
Mstep: Class 1 contains 206753 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 24514 members 
Mstep: Class 6 contains 246493 members 
Mstep: Class 7 contains 261021 members 
Mstep: Class 8 contains 38505 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 26696 members 
Mstep: Class 11 contains 24381 members 
Mstep: Class 13 contains 23442 members 
Mstep: Class 14 contains 19815 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 16 contains 15540 members 
Mstep: Class 17 contains 8021 members 
Mstep: Class 18 contains 20372 members 
Mstep: Class 19 contains 27301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1939.249023 but Gain 3415.261719
Score: -125891584.000000 Penalty: 51228.972656
Iteration 4F: 16 clusters Score -1.258916e+08 nChanged 139808
Entering Unmasked Mstep 
Mstep: Class 0 contains 742 members 
Mstep: Class 1 contains 196191 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 29071 members 
Mstep: Class 6 contains 291010 members 
Mstep: Class 7 contains 236256 members 
Mstep: Class 8 contains 33363 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 28762 members 
Mstep: Class 13 contains 23567 members 
Mstep: Class 14 contains 22707 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 11918 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 18 contains 16063 members 
Mstep: Class 19 contains 31480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2882.268066 but Gain 3415.265625
Score: -126005568.000000 Penalty: 47813.707031
Iteration 5F: 15 clusters Score -1.260056e+08 nChanged 118132
Entering Unmasked Mstep 
Mstep: Class 0 contains 669 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 11331 members 
Mstep: Class 3 contains 32044 members 
Mstep: Class 6 contains 322772 members 
Mstep: Class 7 contains 218808 members 
Mstep: Class 8 contains 29765 members 
Mstep: Class 10 contains 13843 members 
Mstep: Class 11 contains 31036 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 26859 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 9298 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 35318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126081904.000000 Penalty: 47813.707031
Iteration 6F: 15 clusters Score -1.260819e+08 nChanged 95651
Entering Unmasked Mstep 
Mstep: Class 0 contains 639 members 
Mstep: Class 1 contains 192831 members 
Mstep: Class 2 contains 12604 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 6 contains 332669 members 
Mstep: Class 7 contains 206607 members 
Mstep: Class 8 contains 27221 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 32026 members 
Mstep: Class 13 contains 20188 members 
Mstep: Class 14 contains 30280 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 39541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126116592.000000 Penalty: 47813.707031
Iteration 7F: 15 clusters Score -1.261166e+08 nChanged 74528
Entering Unmasked Mstep 
Mstep: Class 0 contains 629 members 
Mstep: Class 1 contains 200980 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 34943 members 
Mstep: Class 6 contains 332346 members 
Mstep: Class 7 contains 198966 members 
Mstep: Class 8 contains 25403 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 32740 members 
Mstep: Class 13 contains 18267 members 
Mstep: Class 14 contains 33230 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 43729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126140480.000000 Penalty: 47813.707031
Iteration 8F: 15 clusters Score -1.261405e+08 nChanged 55784
Entering Unmasked Mstep 
Mstep: Class 0 contains 624 members 
Mstep: Class 1 contains 206432 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 35775 members 
Mstep: Class 6 contains 330308 members 
Mstep: Class 7 contains 193774 members 
Mstep: Class 8 contains 24021 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 33218 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 47314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126156776.000000 Penalty: 47813.707031
Iteration 9F: 15 clusters Score -1.261568e+08 nChanged 42768
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 208929 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 36530 members 
Mstep: Class 6 contains 327066 members 
Mstep: Class 7 contains 191354 members 
Mstep: Class 8 contains 22881 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 33293 members 
Mstep: Class 13 contains 15328 members 
Mstep: Class 14 contains 39452 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 50713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126169672.000000 Penalty: 47813.707031
Iteration 10Q: 15 clusters Score -1.261697e+08 nChanged 32742
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 208877 members 
Mstep: Class 2 contains 15763 members 
Mstep: Class 3 contains 37232 members 
Mstep: Class 6 contains 323619 members 
Mstep: Class 7 contains 190946 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 33083 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 42696 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 53624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126179496.000000 Penalty: 47813.707031
Iteration 11Q: 15 clusters Score -1.261795e+08 nChanged 26040
Entering Unmasked Mstep 
Mstep: Class 0 contains 620 members 
Mstep: Class 1 contains 207621 members 
Mstep: Class 2 contains 16149 members 
Mstep: Class 3 contains 37819 members 
Mstep: Class 6 contains 320465 members 
Mstep: Class 7 contains 191336 members 
Mstep: Class 8 contains 21206 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 32705 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 45962 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 56101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126187392.000000 Penalty: 47813.707031
Iteration 12Q: 15 clusters Score -1.261874e+08 nChanged 22192
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 206102 members 
Mstep: Class 2 contains 16451 members 
Mstep: Class 3 contains 38380 members 
Mstep: Class 6 contains 317635 members 
Mstep: Class 7 contains 191774 members 
Mstep: Class 8 contains 20507 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 32246 members 
Mstep: Class 13 contains 12554 members 
Mstep: Class 14 contains 49107 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 58129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126195600.000000 Penalty: 47813.707031
Iteration 13Q: 15 clusters Score -1.261956e+08 nChanged 19935
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 204466 members 
Mstep: Class 2 contains 16680 members 
Mstep: Class 3 contains 38864 members 
Mstep: Class 6 contains 315256 members 
Mstep: Class 7 contains 192182 members 
Mstep: Class 8 contains 19890 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 31731 members 
Mstep: Class 13 contains 11942 members 
Mstep: Class 14 contains 52231 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 59691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126201680.000000 Penalty: 47813.707031
Iteration 14Q: 15 clusters Score -1.262017e+08 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 202873 members 
Mstep: Class 2 contains 16855 members 
Mstep: Class 3 contains 39272 members 
Mstep: Class 6 contains 313198 members 
Mstep: Class 7 contains 192570 members 
Mstep: Class 8 contains 19346 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 31101 members 
Mstep: Class 13 contains 11419 members 
Mstep: Class 14 contains 55239 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 60921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126207736.000000 Penalty: 47813.707031
Iteration 15Q: 15 clusters Score -1.262077e+08 nChanged 16528
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 201574 members 
Mstep: Class 2 contains 17002 members 
Mstep: Class 3 contains 39682 members 
Mstep: Class 6 contains 311094 members 
Mstep: Class 7 contains 192946 members 
Mstep: Class 8 contains 18866 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 30481 members 
Mstep: Class 13 contains 10946 members 
Mstep: Class 14 contains 58101 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 61847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126212944.000000 Penalty: 47813.707031
Iteration 16Q: 15 clusters Score -1.262129e+08 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 200574 members 
Mstep: Class 2 contains 17117 members 
Mstep: Class 3 contains 40021 members 
Mstep: Class 6 contains 308848 members 
Mstep: Class 7 contains 193375 members 
Mstep: Class 8 contains 18417 members 
Mstep: Class 10 contains 5460 members 
Mstep: Class 11 contains 29893 members 
Mstep: Class 13 contains 10536 members 
Mstep: Class 14 contains 60785 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 62584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126216864.000000 Penalty: 47813.707031
Iteration 17Q: 15 clusters Score -1.262169e+08 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 199778 members 
Mstep: Class 2 contains 17186 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 6 contains 306651 members 
Mstep: Class 7 contains 193746 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 13 contains 10179 members 
Mstep: Class 14 contains 63303 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 63137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126219704.000000 Penalty: 47813.707031
Iteration 18Q: 15 clusters Score -1.262197e+08 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 199100 members 
Mstep: Class 2 contains 17238 members 
Mstep: Class 3 contains 40689 members 
Mstep: Class 6 contains 304412 members 
Mstep: Class 7 contains 194238 members 
Mstep: Class 8 contains 17596 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 28903 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 65705 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 63552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126224072.000000 Penalty: 47813.707031
Iteration 19Q: 15 clusters Score -1.262241e+08 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 198621 members 
Mstep: Class 2 contains 17269 members 
Mstep: Class 3 contains 41022 members 
Mstep: Class 6 contains 302317 members 
Mstep: Class 7 contains 194718 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 28442 members 
Mstep: Class 13 contains 9510 members 
Mstep: Class 14 contains 67966 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 63794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126226480.000000 Penalty: 47813.707031
Iteration 20F: 15 clusters Score -1.262265e+08 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 198289 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 41327 members 
Mstep: Class 6 contains 300307 members 
Mstep: Class 7 contains 195215 members 
Mstep: Class 8 contains 16829 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 27997 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 70066 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 63903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126228112.000000 Penalty: 47813.707031
Iteration 21Q: 15 clusters Score -1.262281e+08 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 17286 members 
Mstep: Class 3 contains 41600 members 
Mstep: Class 6 contains 298207 members 
Mstep: Class 7 contains 195550 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 10 contains 8224 members 
Mstep: Class 11 contains 27588 members 
Mstep: Class 13 contains 8960 members 
Mstep: Class 14 contains 72131 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 63922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126229328.000000 Penalty: 47813.707031
Iteration 22Q: 15 clusters Score -1.262293e+08 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 17291 members 
Mstep: Class 3 contains 41846 members 
Mstep: Class 6 contains 296177 members 
Mstep: Class 7 contains 195854 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 10 contains 8799 members 
Mstep: Class 11 contains 27169 members 
Mstep: Class 13 contains 8713 members 
Mstep: Class 14 contains 74127 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 63847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126230112.000000 Penalty: 47813.707031
Iteration 23Q: 15 clusters Score -1.262301e+08 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 198495 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 42043 members 
Mstep: Class 6 contains 294048 members 
Mstep: Class 7 contains 195996 members 
Mstep: Class 8 contains 15888 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 26818 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 76055 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 63747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126231088.000000 Penalty: 47813.707031
Iteration 24Q: 15 clusters Score -1.262311e+08 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 199036 members 
Mstep: Class 2 contains 17353 members 
Mstep: Class 3 contains 42246 members 
Mstep: Class 6 contains 291739 members 
Mstep: Class 7 contains 196080 members 
Mstep: Class 8 contains 15658 members 
Mstep: Class 10 contains 10037 members 
Mstep: Class 11 contains 26474 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 77907 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 63635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126232192.000000 Penalty: 47813.707031
Iteration 25Q: 15 clusters Score -1.262322e+08 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 199551 members 
Mstep: Class 2 contains 17361 members 
Mstep: Class 3 contains 42407 members 
Mstep: Class 6 contains 289525 members 
Mstep: Class 7 contains 196230 members 
Mstep: Class 8 contains 15425 members 
Mstep: Class 10 contains 10648 members 
Mstep: Class 11 contains 26132 members 
Mstep: Class 13 contains 7948 members 
Mstep: Class 14 contains 79702 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 63501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126233352.000000 Penalty: 47813.707031
Iteration 26Q: 15 clusters Score -1.262334e+08 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 199930 members 
Mstep: Class 2 contains 17373 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 6 contains 287430 members 
Mstep: Class 7 contains 196540 members 
Mstep: Class 8 contains 15185 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 25789 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 81450 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 63296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126234016.000000 Penalty: 47813.707031
Iteration 27Q: 15 clusters Score -1.26234e+08 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200262 members 
Mstep: Class 2 contains 17390 members 
Mstep: Class 3 contains 42761 members 
Mstep: Class 6 contains 285505 members 
Mstep: Class 7 contains 196766 members 
Mstep: Class 8 contains 14951 members 
Mstep: Class 10 contains 11775 members 
Mstep: Class 11 contains 25413 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 14 contains 83200 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 63045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126233808.000000 Penalty: 47813.707031
Iteration 28Q: 15 clusters Score -1.262338e+08 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200520 members 
Mstep: Class 2 contains 17403 members 
Mstep: Class 3 contains 42917 members 
Mstep: Class 6 contains 283437 members 
Mstep: Class 7 contains 197017 members 
Mstep: Class 8 contains 14749 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 25033 members 
Mstep: Class 13 contains 7285 members 
Mstep: Class 14 contains 85090 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 62786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126234040.000000 Penalty: 47813.707031
Iteration 29Q: 15 clusters Score -1.26234e+08 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200768 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 43044 members 
Mstep: Class 6 contains 281415 members 
Mstep: Class 7 contains 197291 members 
Mstep: Class 8 contains 14555 members 
Mstep: Class 10 contains 12845 members 
Mstep: Class 11 contains 24627 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 87038 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3199 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 62508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126234712.000000 Penalty: 47813.707031
Iteration 30Q: 15 clusters Score -1.262347e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200938 members 
Mstep: Class 2 contains 17376 members 
Mstep: Class 3 contains 43155 members 
Mstep: Class 6 contains 279401 members 
Mstep: Class 7 contains 197497 members 
Mstep: Class 8 contains 14371 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 24239 members 
Mstep: Class 13 contains 6947 members 
Mstep: Class 14 contains 89031 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 62279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126235056.000000 Penalty: 47813.707031
Iteration 31Q: 15 clusters Score -1.262351e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 201075 members 
Mstep: Class 2 contains 17324 members 
Mstep: Class 3 contains 43263 members 
Mstep: Class 6 contains 277290 members 
Mstep: Class 7 contains 197658 members 
Mstep: Class 8 contains 14218 members 
Mstep: Class 10 contains 13828 members 
Mstep: Class 11 contains 23840 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 91235 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 62111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126235104.000000 Penalty: 47813.707031
Iteration 32Q: 15 clusters Score -1.262351e+08 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 201120 members 
Mstep: Class 2 contains 17301 members 
Mstep: Class 3 contains 43340 members 
Mstep: Class 6 contains 275231 members 
Mstep: Class 7 contains 197754 members 
Mstep: Class 8 contains 14072 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 23468 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 93507 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 61961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126235544.000000 Penalty: 47813.707031
Iteration 33Q: 15 clusters Score -1.262355e+08 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 201046 members 
Mstep: Class 2 contains 17275 members 
Mstep: Class 3 contains 43442 members 
Mstep: Class 6 contains 273143 members 
Mstep: Class 7 contains 197843 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 10 contains 14773 members 
Mstep: Class 11 contains 23112 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 95819 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 61838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126235512.000000 Penalty: 47813.707031
Iteration 34Q: 15 clusters Score -1.262355e+08 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200890 members 
Mstep: Class 2 contains 17232 members 
Mstep: Class 3 contains 43539 members 
Mstep: Class 6 contains 271078 members 
Mstep: Class 7 contains 197847 members 
Mstep: Class 8 contains 13796 members 
Mstep: Class 10 contains 15242 members 
Mstep: Class 11 contains 22759 members 
Mstep: Class 13 contains 6387 members 
Mstep: Class 14 contains 98246 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 61709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126235800.000000 Penalty: 47813.707031
Iteration 35Q: 15 clusters Score -1.262358e+08 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200723 members 
Mstep: Class 2 contains 17196 members 
Mstep: Class 3 contains 43644 members 
Mstep: Class 6 contains 268790 members 
Mstep: Class 7 contains 197886 members 
Mstep: Class 8 contains 13664 members 
Mstep: Class 10 contains 15758 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 100742 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 61588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126236680.000000 Penalty: 47813.707031
Iteration 36Q: 15 clusters Score -1.262367e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200547 members 
Mstep: Class 2 contains 17141 members 
Mstep: Class 3 contains 43728 members 
Mstep: Class 6 contains 266303 members 
Mstep: Class 7 contains 197888 members 
Mstep: Class 8 contains 13536 members 
Mstep: Class 10 contains 16278 members 
Mstep: Class 11 contains 22109 members 
Mstep: Class 13 contains 6128 members 
Mstep: Class 14 contains 103487 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 61532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126238400.000000 Penalty: 47813.707031
Iteration 37Q: 15 clusters Score -1.262384e+08 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 200213 members 
Mstep: Class 2 contains 17075 members 
Mstep: Class 3 contains 43822 members 
Mstep: Class 6 contains 263814 members 
Mstep: Class 7 contains 197909 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 10 contains 16815 members 
Mstep: Class 11 contains 21809 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 106356 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 61414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126238840.000000 Penalty: 47813.707031
Iteration 38Q: 15 clusters Score -1.262388e+08 nChanged 7812
Entering ConstructFrom: 
Score: -126238840.000000 Penalty: 47813.707031
Entering ConstructFrom: 
Trying to split cluster 1 (199796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199796 members 
Entering Unmasked Estep 
Score: -27015112.000000 Penalty: 3026.853027
	Iteration 0F: 2 clusters Score -2.701511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -26903586.000000 Penalty: 6053.706055
	Iteration 0F: 3 clusters Score -2.690359e+07 nChanged 96114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -26960256.000000 Penalty: 6053.706055
	Iteration 1F: 3 clusters Score -2.696026e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -26961806.000000 Penalty: 6053.706055
	Iteration 2Q: 3 clusters Score -2.696181e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -26963762.000000 Penalty: 6053.706055
	Iteration 3Q: 3 clusters Score -2.696376e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -26966336.000000 Penalty: 6053.706055
	Iteration 4Q: 3 clusters Score -2.696634e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -26970252.000000 Penalty: 6053.706055
	Iteration 5Q: 3 clusters Score -2.697025e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -26975206.000000 Penalty: 6053.706055
	Iteration 6F: 3 clusters Score -2.697521e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 114008 members 
Entering Unmasked Estep 
Score: -26981520.000000 Penalty: 6053.706055
	Iteration 7F: 3 clusters Score -2.698152e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -26988622.000000 Penalty: 6053.706055
	Iteration 8F: 3 clusters Score -2.698862e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -26995852.000000 Penalty: 6053.706055
	Iteration 9F: 3 clusters Score -2.699585e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -27002470.000000 Penalty: 6053.706055
	Iteration 10F: 3 clusters Score -2.700247e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -27007704.000000 Penalty: 6053.706055
	Iteration 11Q: 3 clusters Score -2.70077e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -27011120.000000 Penalty: 6053.706055
	Iteration 12Q: 3 clusters Score -2.701112e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -27013324.000000 Penalty: 6053.706055
	Iteration 13Q: 3 clusters Score -2.701332e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -27014744.000000 Penalty: 6053.706055
	Iteration 14Q: 3 clusters Score -2.701474e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -27016020.000000 Penalty: 6053.706055
	Iteration 15Q: 3 clusters Score -2.701602e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 134497 members 
Entering Unmasked Estep 
Score: -27017122.000000 Penalty: 6053.706055
	Iteration 16Q: 3 clusters Score -2.701712e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 136203 members 
Entering Unmasked Estep 
Score: -27018262.000000 Penalty: 6053.706055
	Iteration 17Q: 3 clusters Score -2.701826e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 137888 members 
Entering Unmasked Estep 
Score: -27019172.000000 Penalty: 6053.706055
	Iteration 18Q: 3 clusters Score -2.701917e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -27020132.000000 Penalty: 6053.706055
	Iteration 19Q: 3 clusters Score -2.702013e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 141057 members 
Entering Unmasked Estep 
Score: -27020894.000000 Penalty: 6053.706055
	Iteration 20F: 3 clusters Score -2.702089e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -27021610.000000 Penalty: 6053.706055
	Iteration 21Q: 3 clusters Score -2.702161e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -27022160.000000 Penalty: 6053.706055
	Iteration 22Q: 3 clusters Score -2.702216e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 145578 members 
Entering Unmasked Estep 
Score: -27022708.000000 Penalty: 6053.706055
	Iteration 23Q: 3 clusters Score -2.702271e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 146999 members 
Entering Unmasked Estep 
Score: -27023132.000000 Penalty: 6053.706055
	Iteration 24Q: 3 clusters Score -2.702313e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 148395 members 
Entering Unmasked Estep 
Score: -27023580.000000 Penalty: 6053.706055
	Iteration 25Q: 3 clusters Score -2.702358e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -27023848.000000 Penalty: 6053.706055
	Iteration 26Q: 3 clusters Score -2.702385e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -27024138.000000 Penalty: 6053.706055
	Iteration 27Q: 3 clusters Score -2.702414e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 152441 members 
Entering Unmasked Estep 
Score: -27024638.000000 Penalty: 6053.706055
	Iteration 28Q: 3 clusters Score -2.702464e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -27024990.000000 Penalty: 6053.706055
	Iteration 29Q: 3 clusters Score -2.702499e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -27025318.000000 Penalty: 6053.706055
	Iteration 30Q: 3 clusters Score -2.702532e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -27025540.000000 Penalty: 6053.706055
	Iteration 31Q: 3 clusters Score -2.702554e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -27025794.000000 Penalty: 6053.706055
	Iteration 32Q: 3 clusters Score -2.702579e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -27026174.000000 Penalty: 6053.706055
	Iteration 33Q: 3 clusters Score -2.702617e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -27026212.000000 Penalty: 6053.706055
	Iteration 34Q: 3 clusters Score -2.702621e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -27026452.000000 Penalty: 6053.706055
	Iteration 35Q: 3 clusters Score -2.702645e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -27026618.000000 Penalty: 6053.706055
	Iteration 36Q: 3 clusters Score -2.702662e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 162771 members 
Entering Unmasked Estep 
Score: -27026696.000000 Penalty: 6053.706055
	Iteration 37Q: 3 clusters Score -2.70267e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -27026736.000000 Penalty: 6053.706055
	Iteration 38Q: 3 clusters Score -2.702674e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 164599 members 
Entering Unmasked Estep 
Score: -27026838.000000 Penalty: 6053.706055
	Iteration 39Q: 3 clusters Score -2.702684e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 165466 members 
Entering Unmasked Estep 
Score: -27026946.000000 Penalty: 6053.706055
	Iteration 40F: 3 clusters Score -2.702695e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -27027088.000000 Penalty: 6053.706055
	Iteration 41Q: 3 clusters Score -2.702709e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -27027220.000000 Penalty: 6053.706055
	Iteration 42Q: 3 clusters Score -2.702722e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -27027426.000000 Penalty: 6053.706055
	Iteration 43Q: 3 clusters Score -2.702743e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 168652 members 
Entering Unmasked Estep 
Score: -27027562.000000 Penalty: 6053.706055
	Iteration 44Q: 3 clusters Score -2.702756e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 169477 members 
Entering Unmasked Estep 
Score: -27027724.000000 Penalty: 6053.706055
	Iteration 45Q: 3 clusters Score -2.702772e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -27027802.000000 Penalty: 6053.706055
	Iteration 46Q: 3 clusters Score -2.70278e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 171108 members 
Entering Unmasked Estep 
Score: -27027880.000000 Penalty: 6053.706055
	Iteration 47Q: 3 clusters Score -2.702788e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 171870 members 
Entering Unmasked Estep 
Score: -27027896.000000 Penalty: 6053.706055
	Iteration 48Q: 3 clusters Score -2.70279e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 172593 members 
Entering Unmasked Estep 
Score: -27027894.000000 Penalty: 6053.706055
	Iteration 49Q: 3 clusters Score -2.702789e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 173295 members 
Entering Unmasked Estep 
Score: -27027846.000000 Penalty: 6053.706055
	Iteration 50Q: 3 clusters Score -2.702785e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 173914 members 
Entering Unmasked Estep 
Score: -27027754.000000 Penalty: 6053.706055
	Iteration 51Q: 3 clusters Score -2.702775e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -27027672.000000 Penalty: 6053.706055
	Iteration 52Q: 3 clusters Score -2.702767e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -27027522.000000 Penalty: 6053.706055
	Iteration 53Q: 3 clusters Score -2.702752e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -27027412.000000 Penalty: 6053.706055
	Iteration 54Q: 3 clusters Score -2.702741e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 176222 members 
Entering Unmasked Estep 
Score: -27027462.000000 Penalty: 6053.706055
	Iteration 55Q: 3 clusters Score -2.702746e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 176721 members 
Entering Unmasked Estep 
Score: -27027394.000000 Penalty: 6053.706055
	Iteration 56Q: 3 clusters Score -2.702739e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 177236 members 
Entering Unmasked Estep 
Score: -27027326.000000 Penalty: 6053.706055
	Iteration 57Q: 3 clusters Score -2.702733e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -27027308.000000 Penalty: 6053.706055
	Iteration 58Q: 3 clusters Score -2.702731e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -27027150.000000 Penalty: 6053.706055
	Iteration 59Q: 3 clusters Score -2.702715e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 178632 members 
Entering Unmasked Estep 
Score: -27026978.000000 Penalty: 6053.706055
	Iteration 60F: 3 clusters Score -2.702698e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 179011 members 
Entering Unmasked Estep 
Score: -27026862.000000 Penalty: 6053.706055
	Iteration 61Q: 3 clusters Score -2.702686e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 179362 members 
Entering Unmasked Estep 
Score: -27026628.000000 Penalty: 6053.706055
	Iteration 62Q: 3 clusters Score -2.702663e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 179690 members 
Entering Unmasked Estep 
Score: -27026512.000000 Penalty: 6053.706055
	Iteration 63Q: 3 clusters Score -2.702651e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -27026364.000000 Penalty: 6053.706055
	Iteration 64Q: 3 clusters Score -2.702636e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -27026242.000000 Penalty: 6053.706055
	Iteration 65Q: 3 clusters Score -2.702624e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 180528 members 
Entering Unmasked Estep 
Score: -27026138.000000 Penalty: 6053.706055
	Iteration 66Q: 3 clusters Score -2.702614e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 180794 members 
Entering Unmasked Estep 
Score: -27025970.000000 Penalty: 6053.706055
	Iteration 67Q: 3 clusters Score -2.702597e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -27025894.000000 Penalty: 6053.706055
	Iteration 68Q: 3 clusters Score -2.702589e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 181317 members 
Entering Unmasked Estep 
Score: -27025800.000000 Penalty: 6053.706055
	Iteration 69Q: 3 clusters Score -2.70258e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 181571 members 
Entering Unmasked Estep 
Score: -27025624.000000 Penalty: 6053.706055
	Iteration 70Q: 3 clusters Score -2.702562e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 181825 members 
Entering Unmasked Estep 
Score: -27025540.000000 Penalty: 6053.706055
	Iteration 71Q: 3 clusters Score -2.702554e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 182062 members 
Entering Unmasked Estep 
Score: -27025536.000000 Penalty: 6053.706055
	Iteration 72Q: 3 clusters Score -2.702554e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 182295 members 
Entering Unmasked Estep 
Score: -27025484.000000 Penalty: 6053.706055
	Iteration 73Q: 3 clusters Score -2.702548e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 182477 members 
Entering Unmasked Estep 
Score: -27025416.000000 Penalty: 6053.706055
	Iteration 74Q: 3 clusters Score -2.702542e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 182668 members 
Entering Unmasked Estep 
Score: -27025342.000000 Penalty: 6053.706055
	Iteration 75Q: 3 clusters Score -2.702534e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -27025236.000000 Penalty: 6053.706055
	Iteration 76Q: 3 clusters Score -2.702524e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 183009 members 
Entering Unmasked Estep 
Score: -27025166.000000 Penalty: 6053.706055
	Iteration 77Q: 3 clusters Score -2.702517e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 183170 members 
Entering Unmasked Estep 
Score: -27025114.000000 Penalty: 6053.706055
	Iteration 78Q: 3 clusters Score -2.702511e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -27025076.000000 Penalty: 6053.706055
	Iteration 79Q: 3 clusters Score -2.702508e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 183449 members 
Entering Unmasked Estep 
Score: -27024970.000000 Penalty: 6053.706055
	Iteration 80F: 3 clusters Score -2.702497e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -27024918.000000 Penalty: 6053.706055
	Iteration 81Q: 3 clusters Score -2.702492e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 183658 members 
Entering Unmasked Estep 
Score: -27024808.000000 Penalty: 6053.706055
	Iteration 82Q: 3 clusters Score -2.702481e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 183762 members 
Entering Unmasked Estep 
Score: -27024798.000000 Penalty: 6053.706055
	Iteration 83Q: 3 clusters Score -2.70248e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 183871 members 
Entering Unmasked Estep 
Score: -27024734.000000 Penalty: 6053.706055
	Iteration 84Q: 3 clusters Score -2.702473e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 183958 members 
Entering Unmasked Estep 
Score: -27024778.000000 Penalty: 6053.706055
	Iteration 85Q: 3 clusters Score -2.702478e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 184037 members 
Entering Unmasked Estep 
Score: -27024734.000000 Penalty: 6053.706055
	Iteration 86Q: 3 clusters Score -2.702473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 184099 members 
Entering Unmasked Estep 
Score: -27024726.000000 Penalty: 6053.706055
	Iteration 87Q: 3 clusters Score -2.702473e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 184165 members 
Entering Unmasked Estep 
Score: -27024656.000000 Penalty: 6053.706055
	Iteration 88Q: 3 clusters Score -2.702466e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 184232 members 
Entering Unmasked Estep 
Score: -27024620.000000 Penalty: 6053.706055
	Iteration 89Q: 3 clusters Score -2.702462e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -27024576.000000 Penalty: 6053.706055
	Iteration 90Q: 3 clusters Score -2.702458e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -27024554.000000 Penalty: 6053.706055
	Iteration 91Q: 3 clusters Score -2.702455e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 184431 members 
Entering Unmasked Estep 
Score: -27024570.000000 Penalty: 6053.706055
	Iteration 92Q: 3 clusters Score -2.702457e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 184478 members 
Entering Unmasked Estep 
Score: -27024542.000000 Penalty: 6053.706055
	Iteration 93Q: 3 clusters Score -2.702454e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 184524 members 
Entering Unmasked Estep 
Score: -27024488.000000 Penalty: 6053.706055
	Iteration 94Q: 3 clusters Score -2.702449e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 184568 members 
Entering Unmasked Estep 
Score: -27024460.000000 Penalty: 6053.706055
	Iteration 95Q: 3 clusters Score -2.702446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -27024450.000000 Penalty: 6053.706055
	Iteration 96Q: 3 clusters Score -2.702445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 184642 members 
Entering Unmasked Estep 
Score: -27024446.000000 Penalty: 6053.706055
	Iteration 97Q: 3 clusters Score -2.702445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 184679 members 
Entering Unmasked Estep 
Score: -27024406.000000 Penalty: 6053.706055
	Iteration 98Q: 3 clusters Score -2.702441e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -27024390.000000 Penalty: 6053.706055
	Iteration 99Q: 3 clusters Score -2.702439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 184742 members 
Entering Unmasked Estep 
Score: -27024366.000000 Penalty: 6053.706055
	Iteration 100F: 3 clusters Score -2.702437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 184770 members 
Entering Unmasked Estep 
Score: -27024362.000000 Penalty: 6053.706055
	Iteration 101Q: 3 clusters Score -2.702436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 184787 members 
Entering Unmasked Estep 
Score: -27024342.000000 Penalty: 6053.706055
	Iteration 102Q: 3 clusters Score -2.702434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 184802 members 
Entering Unmasked Estep 
Score: -27024384.000000 Penalty: 6053.706055
	Iteration 103Q: 3 clusters Score -2.702438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -27024360.000000 Penalty: 6053.706055
	Iteration 104Q: 3 clusters Score -2.702436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 184827 members 
Entering Unmasked Estep 
Score: -27024344.000000 Penalty: 6053.706055
	Iteration 105Q: 3 clusters Score -2.702434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 184836 members 
Entering Unmasked Estep 
Score: -27024356.000000 Penalty: 6053.706055
	Iteration 106Q: 3 clusters Score -2.702436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 184843 members 
Entering Unmasked Estep 
Score: -27024320.000000 Penalty: 6053.706055
	Iteration 107Q: 3 clusters Score -2.702432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 184847 members 
Entering Unmasked Estep 
Score: -27024314.000000 Penalty: 6053.706055
	Iteration 108Q: 3 clusters Score -2.702431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 184852 members 
Entering Unmasked Estep 
Score: -27024302.000000 Penalty: 6053.706055
	Iteration 109Q: 3 clusters Score -2.70243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 184857 members 
Entering Unmasked Estep 
Score: -27024292.000000 Penalty: 6053.706055
	Iteration 110Q: 3 clusters Score -2.702429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 184860 members 
Entering Unmasked Estep 
Score: -27024280.000000 Penalty: 6053.706055
	Iteration 111Q: 3 clusters Score -2.702428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 184863 members 
Entering Unmasked Estep 
Score: -27024266.000000 Penalty: 6053.706055
	Iteration 112Q: 3 clusters Score -2.702427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 184869 members 
Entering Unmasked Estep 
Score: -27024274.000000 Penalty: 6053.706055
	Iteration 113Q: 3 clusters Score -2.702427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 184877 members 
Entering Unmasked Estep 
Score: -27024270.000000 Penalty: 6053.706055
	Iteration 114Q: 3 clusters Score -2.702427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 184886 members 
Entering Unmasked Estep 
Score: -27024266.000000 Penalty: 6053.706055
	Iteration 115Q: 3 clusters Score -2.702427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 184895 members 
Entering Unmasked Estep 
Score: -27024250.000000 Penalty: 6053.706055
	Iteration 116Q: 3 clusters Score -2.702425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -27024236.000000 Penalty: 6053.706055
	Iteration 117Q: 3 clusters Score -2.702424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 184905 members 
Entering Unmasked Estep 
Score: -27024232.000000 Penalty: 6053.706055
	Iteration 118Q: 3 clusters Score -2.702423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 184910 members 
Entering Unmasked Estep 
Score: -27024216.000000 Penalty: 6053.706055
	Iteration 119Q: 3 clusters Score -2.702422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 184912 members 
Entering Unmasked Estep 
Score: -27024218.000000 Penalty: 6053.706055
	Iteration 120F: 3 clusters Score -2.702422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 184916 members 
Entering Unmasked Estep 
Score: -27024218.000000 Penalty: 6053.706055
	Iteration 121Q: 3 clusters Score -2.702422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 184919 members 
Entering Unmasked Estep 
Score: -27024218.000000 Penalty: 6053.706055
	Iteration 122Q: 3 clusters Score -2.702422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -27024200.000000 Penalty: 6053.706055
	Iteration 123Q: 3 clusters Score -2.70242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 184925 members 
Entering Unmasked Estep 
Score: -27024204.000000 Penalty: 6053.706055
	Iteration 124Q: 3 clusters Score -2.70242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 184930 members 
Entering Unmasked Estep 
Score: -27024220.000000 Penalty: 6053.706055
	Iteration 125Q: 3 clusters Score -2.702422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 184936 members 
Entering Unmasked Estep 
Score: -27024202.000000 Penalty: 6053.706055
	Iteration 126Q: 3 clusters Score -2.70242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -27024210.000000 Penalty: 6053.706055
	Iteration 127Q: 3 clusters Score -2.702421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -27024206.000000 Penalty: 6053.706055
	Iteration 128Q: 3 clusters Score -2.702421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 184943 members 
Entering Unmasked Estep 
Score: -27024208.000000 Penalty: 6053.706055
	Iteration 129Q: 3 clusters Score -2.702421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -27024220.000000 Penalty: 6053.706055
	Iteration 130Q: 3 clusters Score -2.702422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -27024212.000000 Penalty: 6053.706055
	Iteration 131Q: 3 clusters Score -2.702421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 184949 members 
Entering Unmasked Estep 
Score: -27024206.000000 Penalty: 6053.706055
	Iteration 132Q: 3 clusters Score -2.702421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 184949 members 
Entering Unmasked Estep 
Score: -27024206.000000 Penalty: 6053.706055
	Iteration 133F: 3 clusters Score -2.702421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 17018 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 6 contains 261179 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Entering Unmasked Estep 
Score: -126247640.000000 Penalty: 51228.972656
Splitting cluster 1 changes total score from -126238840.000000 to -126247640.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (17018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Entering Unmasked Estep 
Score: -2290756.500000 Penalty: 2416.022705
	Iteration 0F: 2 clusters Score -2290756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2278762.500000 Penalty: 4832.045410
	Iteration 0F: 3 clusters Score -2278762 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2282854.250000 Penalty: 4832.045410
	Iteration 1F: 3 clusters Score -2282854 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2283919.750000 Penalty: 4832.045410
	Iteration 2F: 3 clusters Score -2283920 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2286184.750000 Penalty: 4832.045410
	Iteration 3F: 3 clusters Score -2286185 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2289570.000000 Penalty: 4832.045410
	Iteration 4F: 3 clusters Score -2289570 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2291906.250000 Penalty: 4832.045410
	Iteration 5F: 3 clusters Score -2291906 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2292725.250000 Penalty: 4832.045410
	Iteration 6F: 3 clusters Score -2292725 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2292948.750000 Penalty: 4832.045410
	Iteration 7Q: 3 clusters Score -2292949 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2293008.500000 Penalty: 4832.045410
	Iteration 8Q: 3 clusters Score -2293008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2293023.000000 Penalty: 4832.045410
	Iteration 9Q: 3 clusters Score -2293023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2293030.750000 Penalty: 4832.045410
	Iteration 10Q: 3 clusters Score -2293031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2293031.750000 Penalty: 4832.045410
	Iteration 11Q: 3 clusters Score -2293032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2293031.250000 Penalty: 4832.045410
	Iteration 12Q: 3 clusters Score -2293031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2293033.500000 Penalty: 4832.045410
	Iteration 13Q: 3 clusters Score -2293034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2293032.250000 Penalty: 4832.045410
	Iteration 14Q: 3 clusters Score -2293032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2293032.250000 Penalty: 4832.045410
	Iteration 15F: 3 clusters Score -2293032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 261179 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Entering Unmasked Estep 
Score: -126247656.000000 Penalty: 54644.234375
Splitting cluster 2 changes total score from -126238840.000000 to -126247656.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (43903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Entering Unmasked Estep 
Score: -5637598.500000 Penalty: 2651.055176
	Iteration 0F: 2 clusters Score -5637598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5607894.500000 Penalty: 5302.110352
	Iteration 0F: 3 clusters Score -5607894 nChanged 20080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5619498.500000 Penalty: 5302.110352
	Iteration 1F: 3 clusters Score -5619498 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5620858.000000 Penalty: 5302.110352
	Iteration 2F: 3 clusters Score -5620858 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5622795.500000 Penalty: 5302.110352
	Iteration 3F: 3 clusters Score -5622796 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -5625460.500000 Penalty: 5302.110352
	Iteration 4F: 3 clusters Score -5625460 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5628432.500000 Penalty: 5302.110352
	Iteration 5F: 3 clusters Score -5628432 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -5630902.500000 Penalty: 5302.110352
	Iteration 6F: 3 clusters Score -5630902 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5632420.000000 Penalty: 5302.110352
	Iteration 7F: 3 clusters Score -5632420 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5633316.000000 Penalty: 5302.110352
	Iteration 8Q: 3 clusters Score -5633316 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5633794.000000 Penalty: 5302.110352
	Iteration 9Q: 3 clusters Score -5633794 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -5634139.500000 Penalty: 5302.110352
	Iteration 10Q: 3 clusters Score -5634140 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -5634339.500000 Penalty: 5302.110352
	Iteration 11Q: 3 clusters Score -5634340 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5634550.000000 Penalty: 5302.110352
	Iteration 12Q: 3 clusters Score -5634550 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5634790.000000 Penalty: 5302.110352
	Iteration 13Q: 3 clusters Score -5634790 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -5635022.000000 Penalty: 5302.110352
	Iteration 14Q: 3 clusters Score -5635022 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5635228.500000 Penalty: 5302.110352
	Iteration 15Q: 3 clusters Score -5635228 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5635409.000000 Penalty: 5302.110352
	Iteration 16Q: 3 clusters Score -5635409 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -5635501.500000 Penalty: 5302.110352
	Iteration 17Q: 3 clusters Score -5635502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5635589.000000 Penalty: 5302.110352
	Iteration 18Q: 3 clusters Score -5635589 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -5635666.000000 Penalty: 5302.110352
	Iteration 19Q: 3 clusters Score -5635666 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -5635744.000000 Penalty: 5302.110352
	Iteration 20F: 3 clusters Score -5635744 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -5635814.000000 Penalty: 5302.110352
	Iteration 21Q: 3 clusters Score -5635814 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -5635880.500000 Penalty: 5302.110352
	Iteration 22Q: 3 clusters Score -5635880 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5635952.500000 Penalty: 5302.110352
	Iteration 23Q: 3 clusters Score -5635952 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -5636043.000000 Penalty: 5302.110352
	Iteration 24Q: 3 clusters Score -5636043 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -5636133.500000 Penalty: 5302.110352
	Iteration 25Q: 3 clusters Score -5636134 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5636185.500000 Penalty: 5302.110352
	Iteration 26Q: 3 clusters Score -5636186 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -5636227.500000 Penalty: 5302.110352
	Iteration 27Q: 3 clusters Score -5636228 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5636281.000000 Penalty: 5302.110352
	Iteration 28Q: 3 clusters Score -5636281 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5636268.500000 Penalty: 5302.110352
	Iteration 29Q: 3 clusters Score -5636268 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5636288.500000 Penalty: 5302.110352
	Iteration 30Q: 3 clusters Score -5636288 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5636330.000000 Penalty: 5302.110352
	Iteration 31Q: 3 clusters Score -5636330 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -5636339.500000 Penalty: 5302.110352
	Iteration 32Q: 3 clusters Score -5636340 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5636345.000000 Penalty: 5302.110352
	Iteration 33Q: 3 clusters Score -5636345 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5636334.500000 Penalty: 5302.110352
	Iteration 34Q: 3 clusters Score -5636334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -5636368.500000 Penalty: 5302.110352
	Iteration 35Q: 3 clusters Score -5636368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -5636373.000000 Penalty: 5302.110352
	Iteration 36Q: 3 clusters Score -5636373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5636373.500000 Penalty: 5302.110352
	Iteration 37Q: 3 clusters Score -5636374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -5636395.500000 Penalty: 5302.110352
	Iteration 38Q: 3 clusters Score -5636396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -5636396.000000 Penalty: 5302.110352
	Iteration 39Q: 3 clusters Score -5636396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5636392.500000 Penalty: 5302.110352
	Iteration 40F: 3 clusters Score -5636392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -5636405.000000 Penalty: 5302.110352
	Iteration 41Q: 3 clusters Score -5636405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5636415.000000 Penalty: 5302.110352
	Iteration 42Q: 3 clusters Score -5636415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -5636418.000000 Penalty: 5302.110352
	Iteration 43Q: 3 clusters Score -5636418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5636421.000000 Penalty: 5302.110352
	Iteration 44Q: 3 clusters Score -5636421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5636437.000000 Penalty: 5302.110352
	Iteration 45Q: 3 clusters Score -5636437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5636432.000000 Penalty: 5302.110352
	Iteration 46Q: 3 clusters Score -5636432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5636446.000000 Penalty: 5302.110352
	Iteration 47Q: 3 clusters Score -5636446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -5636433.500000 Penalty: 5302.110352
	Iteration 48Q: 3 clusters Score -5636434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -5636428.000000 Penalty: 5302.110352
	Iteration 49Q: 3 clusters Score -5636428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5636431.500000 Penalty: 5302.110352
	Iteration 50Q: 3 clusters Score -5636432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5636438.500000 Penalty: 5302.110352
	Iteration 51Q: 3 clusters Score -5636438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -5636439.500000 Penalty: 5302.110352
	Iteration 52Q: 3 clusters Score -5636440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5636450.500000 Penalty: 5302.110352
	Iteration 53Q: 3 clusters Score -5636450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5636451.000000 Penalty: 5302.110352
	Iteration 54Q: 3 clusters Score -5636451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5636449.500000 Penalty: 5302.110352
	Iteration 55Q: 3 clusters Score -5636450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5636455.000000 Penalty: 5302.110352
	Iteration 56Q: 3 clusters Score -5636455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -5636456.500000 Penalty: 5302.110352
	Iteration 57Q: 3 clusters Score -5636456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5636457.000000 Penalty: 5302.110352
	Iteration 58Q: 3 clusters Score -5636457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5636458.000000 Penalty: 5302.110352
	Iteration 59Q: 3 clusters Score -5636458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5636452.500000 Penalty: 5302.110352
	Iteration 60F: 3 clusters Score -5636452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5636454.500000 Penalty: 5302.110352
	Iteration 61Q: 3 clusters Score -5636454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5636454.000000 Penalty: 5302.110352
	Iteration 62Q: 3 clusters Score -5636454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5636446.500000 Penalty: 5302.110352
	Iteration 63Q: 3 clusters Score -5636446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5636452.000000 Penalty: 5302.110352
	Iteration 64Q: 3 clusters Score -5636452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5636447.500000 Penalty: 5302.110352
	Iteration 65Q: 3 clusters Score -5636448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5636454.000000 Penalty: 5302.110352
	Iteration 66Q: 3 clusters Score -5636454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5636455.500000 Penalty: 5302.110352
	Iteration 67Q: 3 clusters Score -5636456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5636467.500000 Penalty: 5302.110352
	Iteration 68Q: 3 clusters Score -5636468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -5636467.000000 Penalty: 5302.110352
	Iteration 69Q: 3 clusters Score -5636467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5636465.000000 Penalty: 5302.110352
	Iteration 70Q: 3 clusters Score -5636465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5636459.000000 Penalty: 5302.110352
	Iteration 71Q: 3 clusters Score -5636459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5636456.500000 Penalty: 5302.110352
	Iteration 72Q: 3 clusters Score -5636456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5636461.500000 Penalty: 5302.110352
	Iteration 73Q: 3 clusters Score -5636462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5636464.000000 Penalty: 5302.110352
	Iteration 74Q: 3 clusters Score -5636464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -5636465.000000 Penalty: 5302.110352
	Iteration 75Q: 3 clusters Score -5636465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5636467.000000 Penalty: 5302.110352
	Iteration 76Q: 3 clusters Score -5636467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -5636456.500000 Penalty: 5302.110352
	Iteration 77Q: 3 clusters Score -5636456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5636463.500000 Penalty: 5302.110352
	Iteration 78Q: 3 clusters Score -5636464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -5636450.500000 Penalty: 5302.110352
	Iteration 79Q: 3 clusters Score -5636450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5636457.500000 Penalty: 5302.110352
	Iteration 80F: 3 clusters Score -5636458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5636455.000000 Penalty: 5302.110352
	Iteration 81Q: 3 clusters Score -5636455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5636462.000000 Penalty: 5302.110352
	Iteration 82Q: 3 clusters Score -5636462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -5636455.500000 Penalty: 5302.110352
	Iteration 83Q: 3 clusters Score -5636456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5636454.000000 Penalty: 5302.110352
	Iteration 84Q: 3 clusters Score -5636454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5636457.000000 Penalty: 5302.110352
	Iteration 85Q: 3 clusters Score -5636457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5636458.500000 Penalty: 5302.110352
	Iteration 86Q: 3 clusters Score -5636458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -5636461.500000 Penalty: 5302.110352
	Iteration 87Q: 3 clusters Score -5636462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5636470.500000 Penalty: 5302.110352
	Iteration 88Q: 3 clusters Score -5636470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5636474.000000 Penalty: 5302.110352
	Iteration 89Q: 3 clusters Score -5636474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5636467.500000 Penalty: 5302.110352
	Iteration 90Q: 3 clusters Score -5636468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5636467.500000 Penalty: 5302.110352
	Iteration 91Q: 3 clusters Score -5636468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5636472.500000 Penalty: 5302.110352
	Iteration 92Q: 3 clusters Score -5636472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5636468.000000 Penalty: 5302.110352
	Iteration 93Q: 3 clusters Score -5636468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5636466.500000 Penalty: 5302.110352
	Iteration 94Q: 3 clusters Score -5636466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -5636466.500000 Penalty: 5302.110352
	Iteration 95Q: 3 clusters Score -5636466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5636469.000000 Penalty: 5302.110352
	Iteration 96Q: 3 clusters Score -5636469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -5636474.500000 Penalty: 5302.110352
	Iteration 97Q: 3 clusters Score -5636474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -5636482.500000 Penalty: 5302.110352
	Iteration 98Q: 3 clusters Score -5636482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -5636487.500000 Penalty: 5302.110352
	Iteration 99Q: 3 clusters Score -5636488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5636484.500000 Penalty: 5302.110352
	Iteration 100F: 3 clusters Score -5636484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5636492.500000 Penalty: 5302.110352
	Iteration 101Q: 3 clusters Score -5636492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -5636491.500000 Penalty: 5302.110352
	Iteration 102Q: 3 clusters Score -5636492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5636497.500000 Penalty: 5302.110352
	Iteration 103Q: 3 clusters Score -5636498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -5636505.000000 Penalty: 5302.110352
	Iteration 104Q: 3 clusters Score -5636505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5636505.000000 Penalty: 5302.110352
	Iteration 105Q: 3 clusters Score -5636505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5636506.000000 Penalty: 5302.110352
	Iteration 106Q: 3 clusters Score -5636506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5636507.000000 Penalty: 5302.110352
	Iteration 107Q: 3 clusters Score -5636507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5636500.000000 Penalty: 5302.110352
	Iteration 108Q: 3 clusters Score -5636500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5636506.500000 Penalty: 5302.110352
	Iteration 109Q: 3 clusters Score -5636506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5636499.000000 Penalty: 5302.110352
	Iteration 110Q: 3 clusters Score -5636499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5636497.500000 Penalty: 5302.110352
	Iteration 111Q: 3 clusters Score -5636498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5636498.500000 Penalty: 5302.110352
	Iteration 112Q: 3 clusters Score -5636498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -5636497.500000 Penalty: 5302.110352
	Iteration 113Q: 3 clusters Score -5636498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -5636497.500000 Penalty: 5302.110352
	Iteration 114F: 3 clusters Score -5636498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (261179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261179 members 
Entering Unmasked Estep 
Score: -35143152.000000 Penalty: 3093.294434
	Iteration 0F: 2 clusters Score -3.514315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130552 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -35011620.000000 Penalty: 6186.588867
	Iteration 0F: 3 clusters Score -3.501162e+07 nChanged 126286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 131767 members 
Entering Unmasked Estep 
Score: -35085840.000000 Penalty: 6186.588867
	Iteration 1F: 3 clusters Score -3.508584e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
Score: -35087256.000000 Penalty: 6186.588867
	Iteration 2Q: 3 clusters Score -3.508726e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -35088636.000000 Penalty: 6186.588867
	Iteration 3Q: 3 clusters Score -3.508864e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 136331 members 
Entering Unmasked Estep 
Score: -35090732.000000 Penalty: 6186.588867
	Iteration 4Q: 3 clusters Score -3.509073e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 140205 members 
Entering Unmasked Estep 
Score: -35094328.000000 Penalty: 6186.588867
	Iteration 5Q: 3 clusters Score -3.509433e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 145863 members 
Entering Unmasked Estep 
Score: -35099248.000000 Penalty: 6186.588867
	Iteration 6Q: 3 clusters Score -3.509925e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -35107412.000000 Penalty: 6186.588867
	Iteration 7F: 3 clusters Score -3.510741e+07 nChanged 16407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -35119028.000000 Penalty: 6186.588867
	Iteration 8F: 3 clusters Score -3.511903e+07 nChanged 17261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -35132224.000000 Penalty: 6186.588867
	Iteration 9F: 3 clusters Score -3.513222e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 182615 members 
Entering Unmasked Estep 
Score: -35142564.000000 Penalty: 6186.588867
	Iteration 10F: 3 clusters Score -3.514256e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 187944 members 
Entering Unmasked Estep 
Score: -35147416.000000 Penalty: 6186.588867
	Iteration 11Q: 3 clusters Score -3.514742e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 191736 members 
Entering Unmasked Estep 
Score: -35148868.000000 Penalty: 6186.588867
	Iteration 12Q: 3 clusters Score -3.514887e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 194789 members 
Entering Unmasked Estep 
Score: -35149536.000000 Penalty: 6186.588867
	Iteration 13Q: 3 clusters Score -3.514954e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 197462 members 
Entering Unmasked Estep 
Score: -35149716.000000 Penalty: 6186.588867
	Iteration 14Q: 3 clusters Score -3.514972e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -35149676.000000 Penalty: 6186.588867
	Iteration 15Q: 3 clusters Score -3.514968e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 201572 members 
Entering Unmasked Estep 
Score: -35149868.000000 Penalty: 6186.588867
	Iteration 16Q: 3 clusters Score -3.514987e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 203162 members 
Entering Unmasked Estep 
Score: -35149968.000000 Penalty: 6186.588867
	Iteration 17Q: 3 clusters Score -3.514997e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 204472 members 
Entering Unmasked Estep 
Score: -35149972.000000 Penalty: 6186.588867
	Iteration 18Q: 3 clusters Score -3.514997e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 205442 members 
Entering Unmasked Estep 
Score: -35149940.000000 Penalty: 6186.588867
	Iteration 19Q: 3 clusters Score -3.514994e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 206155 members 
Entering Unmasked Estep 
Score: -35149740.000000 Penalty: 6186.588867
	Iteration 20F: 3 clusters Score -3.514974e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 206760 members 
Entering Unmasked Estep 
Score: -35149440.000000 Penalty: 6186.588867
	Iteration 21Q: 3 clusters Score -3.514944e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 207135 members 
Entering Unmasked Estep 
Score: -35149440.000000 Penalty: 6186.588867
	Iteration 22Q: 3 clusters Score -3.514944e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 207421 members 
Entering Unmasked Estep 
Score: -35149404.000000 Penalty: 6186.588867
	Iteration 23Q: 3 clusters Score -3.51494e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 207627 members 
Entering Unmasked Estep 
Score: -35149344.000000 Penalty: 6186.588867
	Iteration 24Q: 3 clusters Score -3.514934e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 207737 members 
Entering Unmasked Estep 
Score: -35149412.000000 Penalty: 6186.588867
	Iteration 25Q: 3 clusters Score -3.514941e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 207781 members 
Entering Unmasked Estep 
Score: -35149420.000000 Penalty: 6186.588867
	Iteration 26Q: 3 clusters Score -3.514942e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 207798 members 
Entering Unmasked Estep 
Score: -35149412.000000 Penalty: 6186.588867
	Iteration 27Q: 3 clusters Score -3.514941e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 207776 members 
Entering Unmasked Estep 
Score: -35149372.000000 Penalty: 6186.588867
	Iteration 28Q: 3 clusters Score -3.514937e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 207747 members 
Entering Unmasked Estep 
Score: -35149292.000000 Penalty: 6186.588867
	Iteration 29Q: 3 clusters Score -3.514929e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 207617 members 
Entering Unmasked Estep 
Score: -35149368.000000 Penalty: 6186.588867
	Iteration 30Q: 3 clusters Score -3.514937e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 207428 members 
Entering Unmasked Estep 
Score: -35149256.000000 Penalty: 6186.588867
	Iteration 31Q: 3 clusters Score -3.514926e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -35149396.000000 Penalty: 6186.588867
	Iteration 32Q: 3 clusters Score -3.51494e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 207058 members 
Entering Unmasked Estep 
Score: -35149388.000000 Penalty: 6186.588867
	Iteration 33Q: 3 clusters Score -3.514939e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -35149464.000000 Penalty: 6186.588867
	Iteration 34Q: 3 clusters Score -3.514946e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 206568 members 
Entering Unmasked Estep 
Score: -35149512.000000 Penalty: 6186.588867
	Iteration 35Q: 3 clusters Score -3.514951e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 206337 members 
Entering Unmasked Estep 
Score: -35149592.000000 Penalty: 6186.588867
	Iteration 36Q: 3 clusters Score -3.514959e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 206120 members 
Entering Unmasked Estep 
Score: -35149796.000000 Penalty: 6186.588867
	Iteration 37Q: 3 clusters Score -3.51498e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 205897 members 
Entering Unmasked Estep 
Score: -35149848.000000 Penalty: 6186.588867
	Iteration 38Q: 3 clusters Score -3.514985e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 205659 members 
Entering Unmasked Estep 
Score: -35149964.000000 Penalty: 6186.588867
	Iteration 39Q: 3 clusters Score -3.514996e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -35150120.000000 Penalty: 6186.588867
	Iteration 40F: 3 clusters Score -3.515012e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 205197 members 
Entering Unmasked Estep 
Score: -35150156.000000 Penalty: 6186.588867
	Iteration 41Q: 3 clusters Score -3.515016e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 204929 members 
Entering Unmasked Estep 
Score: -35150168.000000 Penalty: 6186.588867
	Iteration 42Q: 3 clusters Score -3.515017e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 204629 members 
Entering Unmasked Estep 
Score: -35150220.000000 Penalty: 6186.588867
	Iteration 43Q: 3 clusters Score -3.515022e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 204378 members 
Entering Unmasked Estep 
Score: -35150308.000000 Penalty: 6186.588867
	Iteration 44Q: 3 clusters Score -3.515031e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 204140 members 
Entering Unmasked Estep 
Score: -35150328.000000 Penalty: 6186.588867
	Iteration 45Q: 3 clusters Score -3.515033e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -35150280.000000 Penalty: 6186.588867
	Iteration 46Q: 3 clusters Score -3.515028e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 203780 members 
Entering Unmasked Estep 
Score: -35150320.000000 Penalty: 6186.588867
	Iteration 47Q: 3 clusters Score -3.515032e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 203674 members 
Entering Unmasked Estep 
Score: -35150340.000000 Penalty: 6186.588867
	Iteration 48Q: 3 clusters Score -3.515034e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 203550 members 
Entering Unmasked Estep 
Score: -35150376.000000 Penalty: 6186.588867
	Iteration 49Q: 3 clusters Score -3.515038e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 203409 members 
Entering Unmasked Estep 
Score: -35150604.000000 Penalty: 6186.588867
	Iteration 50Q: 3 clusters Score -3.51506e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 203300 members 
Entering Unmasked Estep 
Score: -35150556.000000 Penalty: 6186.588867
	Iteration 51Q: 3 clusters Score -3.515056e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 203181 members 
Entering Unmasked Estep 
Score: -35150532.000000 Penalty: 6186.588867
	Iteration 52Q: 3 clusters Score -3.515053e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 203061 members 
Entering Unmasked Estep 
Score: -35150572.000000 Penalty: 6186.588867
	Iteration 53Q: 3 clusters Score -3.515057e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 202943 members 
Entering Unmasked Estep 
Score: -35150620.000000 Penalty: 6186.588867
	Iteration 54Q: 3 clusters Score -3.515062e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 202827 members 
Entering Unmasked Estep 
Score: -35150684.000000 Penalty: 6186.588867
	Iteration 55Q: 3 clusters Score -3.515068e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 202711 members 
Entering Unmasked Estep 
Score: -35150740.000000 Penalty: 6186.588867
	Iteration 56Q: 3 clusters Score -3.515074e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 202629 members 
Entering Unmasked Estep 
Score: -35150700.000000 Penalty: 6186.588867
	Iteration 57Q: 3 clusters Score -3.51507e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 202565 members 
Entering Unmasked Estep 
Score: -35150760.000000 Penalty: 6186.588867
	Iteration 58Q: 3 clusters Score -3.515076e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 202525 members 
Entering Unmasked Estep 
Score: -35150736.000000 Penalty: 6186.588867
	Iteration 59Q: 3 clusters Score -3.515074e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 202478 members 
Entering Unmasked Estep 
Score: -35150640.000000 Penalty: 6186.588867
	Iteration 60F: 3 clusters Score -3.515064e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 202433 members 
Entering Unmasked Estep 
Score: -35150596.000000 Penalty: 6186.588867
	Iteration 61Q: 3 clusters Score -3.51506e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 202400 members 
Entering Unmasked Estep 
Score: -35150624.000000 Penalty: 6186.588867
	Iteration 62Q: 3 clusters Score -3.515062e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 202343 members 
Entering Unmasked Estep 
Score: -35150580.000000 Penalty: 6186.588867
	Iteration 63Q: 3 clusters Score -3.515058e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 202292 members 
Entering Unmasked Estep 
Score: -35150544.000000 Penalty: 6186.588867
	Iteration 64Q: 3 clusters Score -3.515054e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 202252 members 
Entering Unmasked Estep 
Score: -35150540.000000 Penalty: 6186.588867
	Iteration 65Q: 3 clusters Score -3.515054e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 202194 members 
Entering Unmasked Estep 
Score: -35150604.000000 Penalty: 6186.588867
	Iteration 66Q: 3 clusters Score -3.51506e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 202131 members 
Entering Unmasked Estep 
Score: -35150644.000000 Penalty: 6186.588867
	Iteration 67Q: 3 clusters Score -3.515064e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 202039 members 
Entering Unmasked Estep 
Score: -35150684.000000 Penalty: 6186.588867
	Iteration 68Q: 3 clusters Score -3.515068e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 201962 members 
Entering Unmasked Estep 
Score: -35150620.000000 Penalty: 6186.588867
	Iteration 69Q: 3 clusters Score -3.515062e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 201870 members 
Entering Unmasked Estep 
Score: -35150652.000000 Penalty: 6186.588867
	Iteration 70Q: 3 clusters Score -3.515065e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 201794 members 
Entering Unmasked Estep 
Score: -35150780.000000 Penalty: 6186.588867
	Iteration 71Q: 3 clusters Score -3.515078e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 201735 members 
Entering Unmasked Estep 
Score: -35150780.000000 Penalty: 6186.588867
	Iteration 72Q: 3 clusters Score -3.515078e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 201701 members 
Entering Unmasked Estep 
Score: -35150748.000000 Penalty: 6186.588867
	Iteration 73Q: 3 clusters Score -3.515075e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 201665 members 
Entering Unmasked Estep 
Score: -35150808.000000 Penalty: 6186.588867
	Iteration 74Q: 3 clusters Score -3.515081e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 201622 members 
Entering Unmasked Estep 
Score: -35150780.000000 Penalty: 6186.588867
	Iteration 75Q: 3 clusters Score -3.515078e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -35150776.000000 Penalty: 6186.588867
	Iteration 76Q: 3 clusters Score -3.515078e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 201496 members 
Entering Unmasked Estep 
Score: -35150836.000000 Penalty: 6186.588867
	Iteration 77Q: 3 clusters Score -3.515084e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 201427 members 
Entering Unmasked Estep 
Score: -35150828.000000 Penalty: 6186.588867
	Iteration 78Q: 3 clusters Score -3.515083e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 201361 members 
Entering Unmasked Estep 
Score: -35150888.000000 Penalty: 6186.588867
	Iteration 79Q: 3 clusters Score -3.515089e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 201312 members 
Entering Unmasked Estep 
Score: -35150900.000000 Penalty: 6186.588867
	Iteration 80F: 3 clusters Score -3.51509e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 201251 members 
Entering Unmasked Estep 
Score: -35150956.000000 Penalty: 6186.588867
	Iteration 81Q: 3 clusters Score -3.515096e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 201187 members 
Entering Unmasked Estep 
Score: -35151032.000000 Penalty: 6186.588867
	Iteration 82Q: 3 clusters Score -3.515103e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 201117 members 
Entering Unmasked Estep 
Score: -35150984.000000 Penalty: 6186.588867
	Iteration 83Q: 3 clusters Score -3.515098e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 201051 members 
Entering Unmasked Estep 
Score: -35151072.000000 Penalty: 6186.588867
	Iteration 84Q: 3 clusters Score -3.515107e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 200981 members 
Entering Unmasked Estep 
Score: -35151052.000000 Penalty: 6186.588867
	Iteration 85Q: 3 clusters Score -3.515105e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 200891 members 
Entering Unmasked Estep 
Score: -35151092.000000 Penalty: 6186.588867
	Iteration 86Q: 3 clusters Score -3.515109e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 200769 members 
Entering Unmasked Estep 
Score: -35151024.000000 Penalty: 6186.588867
	Iteration 87Q: 3 clusters Score -3.515102e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 200660 members 
Entering Unmasked Estep 
Score: -35151080.000000 Penalty: 6186.588867
	Iteration 88Q: 3 clusters Score -3.515108e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 200559 members 
Entering Unmasked Estep 
Score: -35151124.000000 Penalty: 6186.588867
	Iteration 89Q: 3 clusters Score -3.515112e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 200461 members 
Entering Unmasked Estep 
Score: -35151156.000000 Penalty: 6186.588867
	Iteration 90Q: 3 clusters Score -3.515116e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 200396 members 
Entering Unmasked Estep 
Score: -35151148.000000 Penalty: 6186.588867
	Iteration 91Q: 3 clusters Score -3.515115e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 200341 members 
Entering Unmasked Estep 
Score: -35151204.000000 Penalty: 6186.588867
	Iteration 92Q: 3 clusters Score -3.51512e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 200290 members 
Entering Unmasked Estep 
Score: -35151228.000000 Penalty: 6186.588867
	Iteration 93Q: 3 clusters Score -3.515123e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 200267 members 
Entering Unmasked Estep 
Score: -35151260.000000 Penalty: 6186.588867
	Iteration 94Q: 3 clusters Score -3.515126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 200254 members 
Entering Unmasked Estep 
Score: -35151232.000000 Penalty: 6186.588867
	Iteration 95Q: 3 clusters Score -3.515123e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 200256 members 
Entering Unmasked Estep 
Score: -35151268.000000 Penalty: 6186.588867
	Iteration 96Q: 3 clusters Score -3.515127e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 200266 members 
Entering Unmasked Estep 
Score: -35151308.000000 Penalty: 6186.588867
	Iteration 97Q: 3 clusters Score -3.515131e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 200266 members 
Entering Unmasked Estep 
Score: -35151264.000000 Penalty: 6186.588867
	Iteration 98Q: 3 clusters Score -3.515126e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 200259 members 
Entering Unmasked Estep 
Score: -35151296.000000 Penalty: 6186.588867
	Iteration 99Q: 3 clusters Score -3.51513e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 200246 members 
Entering Unmasked Estep 
Score: -35151308.000000 Penalty: 6186.588867
	Iteration 100F: 3 clusters Score -3.515131e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 200239 members 
Entering Unmasked Estep 
Score: -35151324.000000 Penalty: 6186.588867
	Iteration 101Q: 3 clusters Score -3.515132e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 200221 members 
Entering Unmasked Estep 
Score: -35151328.000000 Penalty: 6186.588867
	Iteration 102Q: 3 clusters Score -3.515133e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 200200 members 
Entering Unmasked Estep 
Score: -35151376.000000 Penalty: 6186.588867
	Iteration 103Q: 3 clusters Score -3.515138e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 200167 members 
Entering Unmasked Estep 
Score: -35151380.000000 Penalty: 6186.588867
	Iteration 104Q: 3 clusters Score -3.515138e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 200148 members 
Entering Unmasked Estep 
Score: -35151324.000000 Penalty: 6186.588867
	Iteration 105Q: 3 clusters Score -3.515132e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 200132 members 
Entering Unmasked Estep 
Score: -35151384.000000 Penalty: 6186.588867
	Iteration 106Q: 3 clusters Score -3.515138e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 200128 members 
Entering Unmasked Estep 
Score: -35151424.000000 Penalty: 6186.588867
	Iteration 107Q: 3 clusters Score -3.515142e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 200121 members 
Entering Unmasked Estep 
Score: -35151456.000000 Penalty: 6186.588867
	Iteration 108Q: 3 clusters Score -3.515146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 200119 members 
Entering Unmasked Estep 
Score: -35151440.000000 Penalty: 6186.588867
	Iteration 109Q: 3 clusters Score -3.515144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 200124 members 
Entering Unmasked Estep 
Score: -35151444.000000 Penalty: 6186.588867
	Iteration 110Q: 3 clusters Score -3.515144e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -35151444.000000 Penalty: 6186.588867
	Iteration 111Q: 3 clusters Score -3.515144e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 200113 members 
Entering Unmasked Estep 
Score: -35151428.000000 Penalty: 6186.588867
	Iteration 112Q: 3 clusters Score -3.515143e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 200095 members 
Entering Unmasked Estep 
Score: -35151464.000000 Penalty: 6186.588867
	Iteration 113Q: 3 clusters Score -3.515146e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 200086 members 
Entering Unmasked Estep 
Score: -35151468.000000 Penalty: 6186.588867
	Iteration 114Q: 3 clusters Score -3.515147e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 200078 members 
Entering Unmasked Estep 
Score: -35151472.000000 Penalty: 6186.588867
	Iteration 115Q: 3 clusters Score -3.515147e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 200060 members 
Entering Unmasked Estep 
Score: -35151504.000000 Penalty: 6186.588867
	Iteration 116Q: 3 clusters Score -3.51515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 200054 members 
Entering Unmasked Estep 
Score: -35151536.000000 Penalty: 6186.588867
	Iteration 117Q: 3 clusters Score -3.515154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 200052 members 
Entering Unmasked Estep 
Score: -35151512.000000 Penalty: 6186.588867
	Iteration 118Q: 3 clusters Score -3.515151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 200041 members 
Entering Unmasked Estep 
Score: -35151520.000000 Penalty: 6186.588867
	Iteration 119Q: 3 clusters Score -3.515152e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 200046 members 
Entering Unmasked Estep 
Score: -35151504.000000 Penalty: 6186.588867
	Iteration 120F: 3 clusters Score -3.51515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 200050 members 
Entering Unmasked Estep 
Score: -35151484.000000 Penalty: 6186.588867
	Iteration 121Q: 3 clusters Score -3.515148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 200049 members 
Entering Unmasked Estep 
Score: -35151488.000000 Penalty: 6186.588867
	Iteration 122Q: 3 clusters Score -3.515149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 200060 members 
Entering Unmasked Estep 
Score: -35151512.000000 Penalty: 6186.588867
	Iteration 123Q: 3 clusters Score -3.515151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 200060 members 
Entering Unmasked Estep 
Score: -35151524.000000 Penalty: 6186.588867
	Iteration 124Q: 3 clusters Score -3.515152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 200059 members 
Entering Unmasked Estep 
Score: -35151524.000000 Penalty: 6186.588867
	Iteration 125Q: 3 clusters Score -3.515152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 200059 members 
Entering Unmasked Estep 
Score: -35151548.000000 Penalty: 6186.588867
	Iteration 126Q: 3 clusters Score -3.515155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 200058 members 
Entering Unmasked Estep 
Score: -35151548.000000 Penalty: 6186.588867
	Iteration 127Q: 3 clusters Score -3.515155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 200053 members 
Entering Unmasked Estep 
Score: -35151544.000000 Penalty: 6186.588867
	Iteration 128Q: 3 clusters Score -3.515154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 200048 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.515159e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 200048 members 
Entering Unmasked Estep 
Score: -35151560.000000 Penalty: 6186.588867
	Iteration 130Q: 3 clusters Score -3.515156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 200056 members 
Entering Unmasked Estep 
Score: -35151580.000000 Penalty: 6186.588867
	Iteration 131Q: 3 clusters Score -3.515158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 200067 members 
Entering Unmasked Estep 
Score: -35151604.000000 Penalty: 6186.588867
	Iteration 132Q: 3 clusters Score -3.51516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 200081 members 
Entering Unmasked Estep 
Score: -35151608.000000 Penalty: 6186.588867
	Iteration 133Q: 3 clusters Score -3.515161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -35151568.000000 Penalty: 6186.588867
	Iteration 134Q: 3 clusters Score -3.515157e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 200097 members 
Entering Unmasked Estep 
Score: -35151548.000000 Penalty: 6186.588867
	Iteration 135Q: 3 clusters Score -3.515155e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 200101 members 
Entering Unmasked Estep 
Score: -35151548.000000 Penalty: 6186.588867
	Iteration 136Q: 3 clusters Score -3.515155e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 200108 members 
Entering Unmasked Estep 
Score: -35151504.000000 Penalty: 6186.588867
	Iteration 137Q: 3 clusters Score -3.51515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 200116 members 
Entering Unmasked Estep 
Score: -35151508.000000 Penalty: 6186.588867
	Iteration 138Q: 3 clusters Score -3.515151e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 200111 members 
Entering Unmasked Estep 
Score: -35151468.000000 Penalty: 6186.588867
	Iteration 139Q: 3 clusters Score -3.515147e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 200113 members 
Entering Unmasked Estep 
Score: -35151436.000000 Penalty: 6186.588867
	Iteration 140F: 3 clusters Score -3.515144e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 200117 members 
Entering Unmasked Estep 
Score: -35151436.000000 Penalty: 6186.588867
	Iteration 141Q: 3 clusters Score -3.515144e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 200115 members 
Entering Unmasked Estep 
Score: -35151456.000000 Penalty: 6186.588867
	Iteration 142Q: 3 clusters Score -3.515146e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 200113 members 
Entering Unmasked Estep 
Score: -35151448.000000 Penalty: 6186.588867
	Iteration 143Q: 3 clusters Score -3.515145e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 200131 members 
Entering Unmasked Estep 
Score: -35151476.000000 Penalty: 6186.588867
	Iteration 144Q: 3 clusters Score -3.515148e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 200157 members 
Entering Unmasked Estep 
Score: -35151476.000000 Penalty: 6186.588867
	Iteration 145Q: 3 clusters Score -3.515148e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 200180 members 
Entering Unmasked Estep 
Score: -35151484.000000 Penalty: 6186.588867
	Iteration 146Q: 3 clusters Score -3.515148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 200224 members 
Entering Unmasked Estep 
Score: -35151492.000000 Penalty: 6186.588867
	Iteration 147Q: 3 clusters Score -3.515149e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 200258 members 
Entering Unmasked Estep 
Score: -35151468.000000 Penalty: 6186.588867
	Iteration 148Q: 3 clusters Score -3.515147e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 200279 members 
Entering Unmasked Estep 
Score: -35151452.000000 Penalty: 6186.588867
	Iteration 149Q: 3 clusters Score -3.515145e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 200302 members 
Entering Unmasked Estep 
Score: -35151508.000000 Penalty: 6186.588867
	Iteration 150Q: 3 clusters Score -3.515151e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 200318 members 
Entering Unmasked Estep 
Score: -35151520.000000 Penalty: 6186.588867
	Iteration 151Q: 3 clusters Score -3.515152e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 200336 members 
Entering Unmasked Estep 
Score: -35151524.000000 Penalty: 6186.588867
	Iteration 152Q: 3 clusters Score -3.515152e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 200361 members 
Entering Unmasked Estep 
Score: -35151524.000000 Penalty: 6186.588867
	Iteration 153Q: 3 clusters Score -3.515152e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 200370 members 
Entering Unmasked Estep 
Score: -35151568.000000 Penalty: 6186.588867
	Iteration 154Q: 3 clusters Score -3.515157e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 200391 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.515158e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 200410 members 
Entering Unmasked Estep 
Score: -35151556.000000 Penalty: 6186.588867
	Iteration 156Q: 3 clusters Score -3.515156e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 200434 members 
Entering Unmasked Estep 
Score: -35151612.000000 Penalty: 6186.588867
	Iteration 157Q: 3 clusters Score -3.515161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 200472 members 
Entering Unmasked Estep 
Score: -35151600.000000 Penalty: 6186.588867
	Iteration 158Q: 3 clusters Score -3.51516e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 200520 members 
Entering Unmasked Estep 
Score: -35151576.000000 Penalty: 6186.588867
	Iteration 159Q: 3 clusters Score -3.515158e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 200562 members 
Entering Unmasked Estep 
Score: -35151584.000000 Penalty: 6186.588867
	Iteration 160F: 3 clusters Score -3.515158e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 200597 members 
Entering Unmasked Estep 
Score: -35151636.000000 Penalty: 6186.588867
	Iteration 161Q: 3 clusters Score -3.515164e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 200635 members 
Entering Unmasked Estep 
Score: -35151616.000000 Penalty: 6186.588867
	Iteration 162Q: 3 clusters Score -3.515162e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 200682 members 
Entering Unmasked Estep 
Score: -35151648.000000 Penalty: 6186.588867
	Iteration 163Q: 3 clusters Score -3.515165e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 200736 members 
Entering Unmasked Estep 
Score: -35151636.000000 Penalty: 6186.588867
	Iteration 164Q: 3 clusters Score -3.515164e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 200789 members 
Entering Unmasked Estep 
Score: -35151640.000000 Penalty: 6186.588867
	Iteration 165Q: 3 clusters Score -3.515164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 200851 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.515164e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 200906 members 
Entering Unmasked Estep 
Score: -35151652.000000 Penalty: 6186.588867
	Iteration 167Q: 3 clusters Score -3.515165e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 200955 members 
Entering Unmasked Estep 
Score: -35151688.000000 Penalty: 6186.588867
	Iteration 168Q: 3 clusters Score -3.515169e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 201018 members 
Entering Unmasked Estep 
Score: -35151728.000000 Penalty: 6186.588867
	Iteration 169Q: 3 clusters Score -3.515173e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 201099 members 
Entering Unmasked Estep 
Score: -35151732.000000 Penalty: 6186.588867
	Iteration 170Q: 3 clusters Score -3.515173e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 201206 members 
Entering Unmasked Estep 
Score: -35151708.000000 Penalty: 6186.588867
	Iteration 171Q: 3 clusters Score -3.515171e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 201286 members 
Entering Unmasked Estep 
Score: -35151644.000000 Penalty: 6186.588867
	Iteration 172Q: 3 clusters Score -3.515164e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 201345 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.51517e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.51517e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 201505 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.515173e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 201597 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.51517e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 201710 members 
Entering Unmasked Estep 
Score: -35151704.000000 Penalty: 6186.588867
	Iteration 177Q: 3 clusters Score -3.51517e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 201822 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.515171e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 201937 members 
Entering Unmasked Estep 
Score: -35151780.000000 Penalty: 6186.588867
	Iteration 179Q: 3 clusters Score -3.515178e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 202044 members 
Entering Unmasked Estep 
Score: -35151768.000000 Penalty: 6186.588867
	Iteration 180F: 3 clusters Score -3.515177e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 202134 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.515183e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 202245 members 
Entering Unmasked Estep 
Score: -35151920.000000 Penalty: 6186.588867
	Iteration 182Q: 3 clusters Score -3.515192e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 202343 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.51519e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 202452 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.51519e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 202569 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3.5152e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 202694 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.515205e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 202813 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.515206e+07 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 202920 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.515209e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 203019 members 
Entering Unmasked Estep 
Score: -35152120.000000 Penalty: 6186.588867
	Iteration 189Q: 3 clusters Score -3.515212e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 203105 members 
Entering Unmasked Estep 
Score: -35152204.000000 Penalty: 6186.588867
	Iteration 190Q: 3 clusters Score -3.51522e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 203187 members 
Entering Unmasked Estep 
Score: -35152240.000000 Penalty: 6186.588867
	Iteration 191Q: 3 clusters Score -3.515224e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 203253 members 
Entering Unmasked Estep 
Score: -35152280.000000 Penalty: 6186.588867
	Iteration 192Q: 3 clusters Score -3.515228e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 203336 members 
Entering Unmasked Estep 
Score: -35152308.000000 Penalty: 6186.588867
	Iteration 193Q: 3 clusters Score -3.515231e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 203421 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3.515229e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -35152328.000000 Penalty: 6186.588867
	Iteration 195Q: 3 clusters Score -3.515233e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 203551 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3.515239e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 203630 members 
Entering Unmasked Estep 
Score: -35152408.000000 Penalty: 6186.588867
	Iteration 197Q: 3 clusters Score -3.515241e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 203705 members 
Entering Unmasked Estep 
Score: -35152412.000000 Penalty: 6186.588867
	Iteration 198Q: 3 clusters Score -3.515241e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 203793 members 
Entering Unmasked Estep 
Score: -35152420.000000 Penalty: 6186.588867
	Iteration 199Q: 3 clusters Score -3.515242e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 203900 members 
Entering Unmasked Estep 
Score: -35152444.000000 Penalty: 6186.588867
	Iteration 200F: 3 clusters Score -3.515244e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 203990 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3.515249e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3.515245e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 204144 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3.515249e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 204196 members 
Entering Unmasked Estep 
Score: -35152600.000000 Penalty: 6186.588867
	Iteration 204Q: 3 clusters Score -3.51526e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 204260 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3.515254e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 204350 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3.51525e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 204441 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3.515262e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 204535 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3.515258e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 204633 members 
Entering Unmasked Estep 
Score: -35152556.000000 Penalty: 6186.588867
	Iteration 209Q: 3 clusters Score -3.515256e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 204760 members 
Entering Unmasked Estep 
Score: -35152476.000000 Penalty: 6186.588867
	Iteration 210Q: 3 clusters Score -3.515248e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 204880 members 
Entering Unmasked Estep 
Score: -35152512.000000 Penalty: 6186.588867
	Iteration 211Q: 3 clusters Score -3.515251e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 205032 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3.515255e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 205193 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3.515258e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 205331 members 
Entering Unmasked Estep 
Score: -35152528.000000 Penalty: 6186.588867
	Iteration 214Q: 3 clusters Score -3.515253e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 205463 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3.515254e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 205572 members 
Entering Unmasked Estep 
Score: -35152524.000000 Penalty: 6186.588867
	Iteration 216Q: 3 clusters Score -3.515252e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 205701 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3.51526e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 205815 members 
Entering Unmasked Estep 
Score: -35152660.000000 Penalty: 6186.588867
	Iteration 218Q: 3 clusters Score -3.515266e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 205991 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3.515265e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 206157 members 
Entering Unmasked Estep 
Score: -35152708.000000 Penalty: 6186.588867
	Iteration 220F: 3 clusters Score -3.515271e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -35152688.000000 Penalty: 6186.588867
	Iteration 221Q: 3 clusters Score -3.515269e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 206520 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3.515273e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 206671 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3.515274e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 206826 members 
Entering Unmasked Estep 
Score: -35152724.000000 Penalty: 6186.588867
	Iteration 224Q: 3 clusters Score -3.515272e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 206968 members 
Entering Unmasked Estep 
Score: -35152756.000000 Penalty: 6186.588867
	Iteration 225Q: 3 clusters Score -3.515276e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 207145 members 
Entering Unmasked Estep 
Score: -35152812.000000 Penalty: 6186.588867
	Iteration 226Q: 3 clusters Score -3.515281e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 207333 members 
Entering Unmasked Estep 
Score: -35152776.000000 Penalty: 6186.588867
	Iteration 227Q: 3 clusters Score -3.515278e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 207509 members 
Entering Unmasked Estep 
Score: -35152864.000000 Penalty: 6186.588867
	Iteration 228Q: 3 clusters Score -3.515286e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 207664 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3.515288e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 207828 members 
Entering Unmasked Estep 
Score: -35152792.000000 Penalty: 6186.588867
	Iteration 230Q: 3 clusters Score -3.515279e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -35152840.000000 Penalty: 6186.588867
	Iteration 231Q: 3 clusters Score -3.515284e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 208194 members 
Entering Unmasked Estep 
Score: -35152908.000000 Penalty: 6186.588867
	Iteration 232Q: 3 clusters Score -3.515291e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 208330 members 
Entering Unmasked Estep 
Score: -35152836.000000 Penalty: 6186.588867
	Iteration 233Q: 3 clusters Score -3.515284e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 208444 members 
Entering Unmasked Estep 
Score: -35152784.000000 Penalty: 6186.588867
	Iteration 234Q: 3 clusters Score -3.515278e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 208567 members 
Entering Unmasked Estep 
Score: -35152844.000000 Penalty: 6186.588867
	Iteration 235Q: 3 clusters Score -3.515284e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 208696 members 
Entering Unmasked Estep 
Score: -35152776.000000 Penalty: 6186.588867
	Iteration 236Q: 3 clusters Score -3.515278e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 208815 members 
Entering Unmasked Estep 
Score: -35152800.000000 Penalty: 6186.588867
	Iteration 237Q: 3 clusters Score -3.51528e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 208951 members 
Entering Unmasked Estep 
Score: -35152820.000000 Penalty: 6186.588867
	Iteration 238Q: 3 clusters Score -3.515282e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 209083 members 
Entering Unmasked Estep 
Score: -35152936.000000 Penalty: 6186.588867
	Iteration 239Q: 3 clusters Score -3.515294e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 209187 members 
Entering Unmasked Estep 
Score: -35152960.000000 Penalty: 6186.588867
	Iteration 240F: 3 clusters Score -3.515296e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 209281 members 
Entering Unmasked Estep 
Score: -35152980.000000 Penalty: 6186.588867
	Iteration 241Q: 3 clusters Score -3.515298e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 209383 members 
Entering Unmasked Estep 
Score: -35152988.000000 Penalty: 6186.588867
	Iteration 242Q: 3 clusters Score -3.515299e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 209442 members 
Entering Unmasked Estep 
Score: -35152952.000000 Penalty: 6186.588867
	Iteration 243Q: 3 clusters Score -3.515295e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 209510 members 
Entering Unmasked Estep 
Score: -35152940.000000 Penalty: 6186.588867
	Iteration 244Q: 3 clusters Score -3.515294e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 209589 members 
Entering Unmasked Estep 
Score: -35152916.000000 Penalty: 6186.588867
	Iteration 245Q: 3 clusters Score -3.515292e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 209680 members 
Entering Unmasked Estep 
Score: -35152900.000000 Penalty: 6186.588867
	Iteration 246Q: 3 clusters Score -3.51529e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 209770 members 
Entering Unmasked Estep 
Score: -35152936.000000 Penalty: 6186.588867
	Iteration 247Q: 3 clusters Score -3.515294e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 209857 members 
Entering Unmasked Estep 
Score: -35152904.000000 Penalty: 6186.588867
	Iteration 248Q: 3 clusters Score -3.51529e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 209929 members 
Entering Unmasked Estep 
Score: -35152928.000000 Penalty: 6186.588867
	Iteration 249Q: 3 clusters Score -3.515293e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 210013 members 
Entering Unmasked Estep 
Score: -35152940.000000 Penalty: 6186.588867
	Iteration 250Q: 3 clusters Score -3.515294e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -35152956.000000 Penalty: 6186.588867
	Iteration 251Q: 3 clusters Score -3.515296e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 210130 members 
Entering Unmasked Estep 
Score: -35152932.000000 Penalty: 6186.588867
	Iteration 252Q: 3 clusters Score -3.515293e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 210178 members 
Entering Unmasked Estep 
Score: -35152860.000000 Penalty: 6186.588867
	Iteration 253Q: 3 clusters Score -3.515286e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 210229 members 
Entering Unmasked Estep 
Score: -35152812.000000 Penalty: 6186.588867
	Iteration 254Q: 3 clusters Score -3.515281e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 210295 members 
Entering Unmasked Estep 
Score: -35152804.000000 Penalty: 6186.588867
	Iteration 255Q: 3 clusters Score -3.51528e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 210357 members 
Entering Unmasked Estep 
Score: -35152860.000000 Penalty: 6186.588867
	Iteration 256Q: 3 clusters Score -3.515286e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 210398 members 
Entering Unmasked Estep 
Score: -35152860.000000 Penalty: 6186.588867
	Iteration 257Q: 3 clusters Score -3.515286e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 210426 members 
Entering Unmasked Estep 
Score: -35152864.000000 Penalty: 6186.588867
	Iteration 258Q: 3 clusters Score -3.515286e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 210461 members 
Entering Unmasked Estep 
Score: -35152876.000000 Penalty: 6186.588867
	Iteration 259Q: 3 clusters Score -3.515288e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 210498 members 
Entering Unmasked Estep 
Score: -35152848.000000 Penalty: 6186.588867
	Iteration 260F: 3 clusters Score -3.515285e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 210545 members 
Entering Unmasked Estep 
Score: -35152864.000000 Penalty: 6186.588867
	Iteration 261Q: 3 clusters Score -3.515286e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 210571 members 
Entering Unmasked Estep 
Score: -35152892.000000 Penalty: 6186.588867
	Iteration 262Q: 3 clusters Score -3.515289e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 210594 members 
Entering Unmasked Estep 
Score: -35152888.000000 Penalty: 6186.588867
	Iteration 263Q: 3 clusters Score -3.515289e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 210629 members 
Entering Unmasked Estep 
Score: -35152952.000000 Penalty: 6186.588867
	Iteration 264Q: 3 clusters Score -3.515295e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 210672 members 
Entering Unmasked Estep 
Score: -35152968.000000 Penalty: 6186.588867
	Iteration 265Q: 3 clusters Score -3.515297e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 210704 members 
Entering Unmasked Estep 
Score: -35153000.000000 Penalty: 6186.588867
	Iteration 266Q: 3 clusters Score -3.5153e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -35153012.000000 Penalty: 6186.588867
	Iteration 267Q: 3 clusters Score -3.515301e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 210739 members 
Entering Unmasked Estep 
Score: -35153032.000000 Penalty: 6186.588867
	Iteration 268Q: 3 clusters Score -3.515303e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 210767 members 
Entering Unmasked Estep 
Score: -35153044.000000 Penalty: 6186.588867
	Iteration 269Q: 3 clusters Score -3.515304e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 210789 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 270Q: 3 clusters Score -3.515308e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 210806 members 
Entering Unmasked Estep 
Score: -35153060.000000 Penalty: 6186.588867
	Iteration 271Q: 3 clusters Score -3.515306e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 210836 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 272Q: 3 clusters Score -3.515308e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 210861 members 
Entering Unmasked Estep 
Score: -35153048.000000 Penalty: 6186.588867
	Iteration 273Q: 3 clusters Score -3.515305e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 210886 members 
Entering Unmasked Estep 
Score: -35153076.000000 Penalty: 6186.588867
	Iteration 274Q: 3 clusters Score -3.515308e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 210922 members 
Entering Unmasked Estep 
Score: -35153024.000000 Penalty: 6186.588867
	Iteration 275Q: 3 clusters Score -3.515302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 210949 members 
Entering Unmasked Estep 
Score: -35153004.000000 Penalty: 6186.588867
	Iteration 276Q: 3 clusters Score -3.5153e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 210968 members 
Entering Unmasked Estep 
Score: -35153024.000000 Penalty: 6186.588867
	Iteration 277Q: 3 clusters Score -3.515302e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 210985 members 
Entering Unmasked Estep 
Score: -35153052.000000 Penalty: 6186.588867
	Iteration 278Q: 3 clusters Score -3.515305e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 210987 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 279Q: 3 clusters Score -3.515308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 210989 members 
Entering Unmasked Estep 
Score: -35153068.000000 Penalty: 6186.588867
	Iteration 280F: 3 clusters Score -3.515307e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 210993 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 281Q: 3 clusters Score -3.515308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 211012 members 
Entering Unmasked Estep 
Score: -35153096.000000 Penalty: 6186.588867
	Iteration 282Q: 3 clusters Score -3.51531e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 211031 members 
Entering Unmasked Estep 
Score: -35153104.000000 Penalty: 6186.588867
	Iteration 283Q: 3 clusters Score -3.51531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 211044 members 
Entering Unmasked Estep 
Score: -35153076.000000 Penalty: 6186.588867
	Iteration 284Q: 3 clusters Score -3.515308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 211062 members 
Entering Unmasked Estep 
Score: -35153064.000000 Penalty: 6186.588867
	Iteration 285Q: 3 clusters Score -3.515306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 211074 members 
Entering Unmasked Estep 
Score: -35153052.000000 Penalty: 6186.588867
	Iteration 286Q: 3 clusters Score -3.515305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 211080 members 
Entering Unmasked Estep 
Score: -35153060.000000 Penalty: 6186.588867
	Iteration 287Q: 3 clusters Score -3.515306e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 211090 members 
Entering Unmasked Estep 
Score: -35153052.000000 Penalty: 6186.588867
	Iteration 288Q: 3 clusters Score -3.515305e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 211089 members 
Entering Unmasked Estep 
Score: -35153068.000000 Penalty: 6186.588867
	Iteration 289Q: 3 clusters Score -3.515307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 211096 members 
Entering Unmasked Estep 
Score: -35153040.000000 Penalty: 6186.588867
	Iteration 290Q: 3 clusters Score -3.515304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -35153076.000000 Penalty: 6186.588867
	Iteration 291Q: 3 clusters Score -3.515308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 211123 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 292Q: 3 clusters Score -3.515308e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 211118 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 293Q: 3 clusters Score -3.515308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 211109 members 
Entering Unmasked Estep 
Score: -35153132.000000 Penalty: 6186.588867
	Iteration 294Q: 3 clusters Score -3.515313e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 211111 members 
Entering Unmasked Estep 
Score: -35153120.000000 Penalty: 6186.588867
	Iteration 295Q: 3 clusters Score -3.515312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 211118 members 
Entering Unmasked Estep 
Score: -35153084.000000 Penalty: 6186.588867
	Iteration 296Q: 3 clusters Score -3.515308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 211124 members 
Entering Unmasked Estep 
Score: -35153116.000000 Penalty: 6186.588867
	Iteration 297Q: 3 clusters Score -3.515312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 211133 members 
Entering Unmasked Estep 
Score: -35153096.000000 Penalty: 6186.588867
	Iteration 298Q: 3 clusters Score -3.51531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 211145 members 
Entering Unmasked Estep 
Score: -35153076.000000 Penalty: 6186.588867
	Iteration 299Q: 3 clusters Score -3.515308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 211160 members 
Entering Unmasked Estep 
Score: -35153092.000000 Penalty: 6186.588867
	Iteration 300F: 3 clusters Score -3.515309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 211180 members 
Entering Unmasked Estep 
Score: -35153124.000000 Penalty: 6186.588867
	Iteration 301Q: 3 clusters Score -3.515312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 211196 members 
Entering Unmasked Estep 
Score: -35153136.000000 Penalty: 6186.588867
	Iteration 302Q: 3 clusters Score -3.515314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 211213 members 
Entering Unmasked Estep 
Score: -35153120.000000 Penalty: 6186.588867
	Iteration 303Q: 3 clusters Score -3.515312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 211230 members 
Entering Unmasked Estep 
Score: -35153112.000000 Penalty: 6186.588867
	Iteration 304Q: 3 clusters Score -3.515311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 211248 members 
Entering Unmasked Estep 
Score: -35153112.000000 Penalty: 6186.588867
	Iteration 305Q: 3 clusters Score -3.515311e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 211256 members 
Entering Unmasked Estep 
Score: -35153088.000000 Penalty: 6186.588867
	Iteration 306Q: 3 clusters Score -3.515309e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 211249 members 
Entering Unmasked Estep 
Score: -35153096.000000 Penalty: 6186.588867
	Iteration 307Q: 3 clusters Score -3.51531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 211249 members 
Entering Unmasked Estep 
Score: -35153104.000000 Penalty: 6186.588867
	Iteration 308Q: 3 clusters Score -3.51531e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 211255 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 309Q: 3 clusters Score -3.515308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 211255 members 
Entering Unmasked Estep 
Score: -35153100.000000 Penalty: 6186.588867
	Iteration 310Q: 3 clusters Score -3.51531e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 211263 members 
Entering Unmasked Estep 
Score: -35153092.000000 Penalty: 6186.588867
	Iteration 311Q: 3 clusters Score -3.515309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 211269 members 
Entering Unmasked Estep 
Score: -35153072.000000 Penalty: 6186.588867
	Iteration 312Q: 3 clusters Score -3.515307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 211273 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 313Q: 3 clusters Score -3.515308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 211279 members 
Entering Unmasked Estep 
Score: -35153092.000000 Penalty: 6186.588867
	Iteration 314Q: 3 clusters Score -3.515309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 211284 members 
Entering Unmasked Estep 
Score: -35153104.000000 Penalty: 6186.588867
	Iteration 315Q: 3 clusters Score -3.51531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 211285 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 316Q: 3 clusters Score -3.515308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 211288 members 
Entering Unmasked Estep 
Score: -35153084.000000 Penalty: 6186.588867
	Iteration 317Q: 3 clusters Score -3.515308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 211297 members 
Entering Unmasked Estep 
Score: -35153064.000000 Penalty: 6186.588867
	Iteration 318Q: 3 clusters Score -3.515306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 211303 members 
Entering Unmasked Estep 
Score: -35153072.000000 Penalty: 6186.588867
	Iteration 319Q: 3 clusters Score -3.515307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 211307 members 
Entering Unmasked Estep 
Score: -35153080.000000 Penalty: 6186.588867
	Iteration 320F: 3 clusters Score -3.515308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 211311 members 
Entering Unmasked Estep 
Score: -35153068.000000 Penalty: 6186.588867
	Iteration 321Q: 3 clusters Score -3.515307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 211312 members 
Entering Unmasked Estep 
Score: -35153056.000000 Penalty: 6186.588867
	Iteration 322Q: 3 clusters Score -3.515306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 211312 members 
Entering Unmasked Estep 
Score: -35153056.000000 Penalty: 6186.588867
	Iteration 323Q: 3 clusters Score -3.515306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 211315 members 
Entering Unmasked Estep 
Score: -35153064.000000 Penalty: 6186.588867
	Iteration 324Q: 3 clusters Score -3.515306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 211317 members 
Entering Unmasked Estep 
Score: -35153052.000000 Penalty: 6186.588867
	Iteration 325Q: 3 clusters Score -3.515305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 211319 members 
Entering Unmasked Estep 
Score: -35153044.000000 Penalty: 6186.588867
	Iteration 326Q: 3 clusters Score -3.515304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 211320 members 
Entering Unmasked Estep 
Score: -35153048.000000 Penalty: 6186.588867
	Iteration 327Q: 3 clusters Score -3.515305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 211320 members 
Entering Unmasked Estep 
Score: -35153048.000000 Penalty: 6186.588867
	Iteration 328F: 3 clusters Score -3.515305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 211320 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Entering Unmasked Estep 
Score: -126256144.000000 Penalty: 58059.500000
Splitting cluster 6 changes total score from -126238840.000000 to -126256144.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (197825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197825 members 
Entering Unmasked Estep 
Score: -26690502.000000 Penalty: 3024.394287
	Iteration 0F: 2 clusters Score -2.66905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -26574726.000000 Penalty: 6048.788574
	Iteration 0F: 3 clusters Score -2.657473e+07 nChanged 95661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -26631664.000000 Penalty: 6048.788574
	Iteration 1F: 3 clusters Score -2.663166e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -26633598.000000 Penalty: 6048.788574
	Iteration 2Q: 3 clusters Score -2.66336e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -26636436.000000 Penalty: 6048.788574
	Iteration 3Q: 3 clusters Score -2.663644e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -26640974.000000 Penalty: 6048.788574
	Iteration 4Q: 3 clusters Score -2.664097e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -26647236.000000 Penalty: 6048.788574
	Iteration 5F: 3 clusters Score -2.664724e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -26655704.000000 Penalty: 6048.788574
	Iteration 6F: 3 clusters Score -2.66557e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -26665596.000000 Penalty: 6048.788574
	Iteration 7F: 3 clusters Score -2.66656e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -26673644.000000 Penalty: 6048.788574
	Iteration 8F: 3 clusters Score -2.667364e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -26677936.000000 Penalty: 6048.788574
	Iteration 9F: 3 clusters Score -2.667794e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -26679688.000000 Penalty: 6048.788574
	Iteration 10Q: 3 clusters Score -2.667969e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -26680456.000000 Penalty: 6048.788574
	Iteration 11Q: 3 clusters Score -2.668046e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -26681018.000000 Penalty: 6048.788574
	Iteration 12Q: 3 clusters Score -2.668102e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -26681434.000000 Penalty: 6048.788574
	Iteration 13Q: 3 clusters Score -2.668143e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -26681902.000000 Penalty: 6048.788574
	Iteration 14Q: 3 clusters Score -2.66819e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -26682502.000000 Penalty: 6048.788574
	Iteration 15Q: 3 clusters Score -2.66825e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -26682978.000000 Penalty: 6048.788574
	Iteration 16Q: 3 clusters Score -2.668298e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -26683708.000000 Penalty: 6048.788574
	Iteration 17Q: 3 clusters Score -2.668371e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -26684228.000000 Penalty: 6048.788574
	Iteration 18Q: 3 clusters Score -2.668423e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -26684704.000000 Penalty: 6048.788574
	Iteration 19Q: 3 clusters Score -2.66847e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95503 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -26684982.000000 Penalty: 6048.788574
	Iteration 20F: 3 clusters Score -2.668498e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95163 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -26685382.000000 Penalty: 6048.788574
	Iteration 21Q: 3 clusters Score -2.668538e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -26685664.000000 Penalty: 6048.788574
	Iteration 22Q: 3 clusters Score -2.668566e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -26685726.000000 Penalty: 6048.788574
	Iteration 23Q: 3 clusters Score -2.668573e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -26685984.000000 Penalty: 6048.788574
	Iteration 24Q: 3 clusters Score -2.668598e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 102881 members 
Entering Unmasked Estep 
Score: -26686150.000000 Penalty: 6048.788574
	Iteration 25Q: 3 clusters Score -2.668615e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -26686196.000000 Penalty: 6048.788574
	Iteration 26Q: 3 clusters Score -2.66862e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -26686304.000000 Penalty: 6048.788574
	Iteration 27Q: 3 clusters Score -2.66863e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 102191 members 
Entering Unmasked Estep 
Score: -26686242.000000 Penalty: 6048.788574
	Iteration 28Q: 3 clusters Score -2.668624e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95966 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -26686224.000000 Penalty: 6048.788574
	Iteration 29Q: 3 clusters Score -2.668622e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -26686226.000000 Penalty: 6048.788574
	Iteration 30Q: 3 clusters Score -2.668623e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -26686248.000000 Penalty: 6048.788574
	Iteration 31Q: 3 clusters Score -2.668625e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -26686162.000000 Penalty: 6048.788574
	Iteration 32Q: 3 clusters Score -2.668616e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -26686238.000000 Penalty: 6048.788574
	Iteration 33Q: 3 clusters Score -2.668624e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -26686180.000000 Penalty: 6048.788574
	Iteration 34Q: 3 clusters Score -2.668618e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98363 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -26686132.000000 Penalty: 6048.788574
	Iteration 35Q: 3 clusters Score -2.668613e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -26686116.000000 Penalty: 6048.788574
	Iteration 36Q: 3 clusters Score -2.668612e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -26686024.000000 Penalty: 6048.788574
	Iteration 37Q: 3 clusters Score -2.668602e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -26686024.000000 Penalty: 6048.788574
	Iteration 38Q: 3 clusters Score -2.668602e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -26686034.000000 Penalty: 6048.788574
	Iteration 39Q: 3 clusters Score -2.668603e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -26686044.000000 Penalty: 6048.788574
	Iteration 40F: 3 clusters Score -2.668604e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -26686056.000000 Penalty: 6048.788574
	Iteration 41Q: 3 clusters Score -2.668606e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -26686004.000000 Penalty: 6048.788574
	Iteration 42Q: 3 clusters Score -2.6686e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -26686026.000000 Penalty: 6048.788574
	Iteration 43Q: 3 clusters Score -2.668603e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -26686036.000000 Penalty: 6048.788574
	Iteration 44Q: 3 clusters Score -2.668604e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -26686014.000000 Penalty: 6048.788574
	Iteration 45Q: 3 clusters Score -2.668601e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -26686000.000000 Penalty: 6048.788574
	Iteration 46Q: 3 clusters Score -2.6686e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -26685940.000000 Penalty: 6048.788574
	Iteration 47Q: 3 clusters Score -2.668594e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -26685926.000000 Penalty: 6048.788574
	Iteration 48Q: 3 clusters Score -2.668593e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -26685916.000000 Penalty: 6048.788574
	Iteration 49Q: 3 clusters Score -2.668592e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -26685938.000000 Penalty: 6048.788574
	Iteration 50Q: 3 clusters Score -2.668594e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -26686008.000000 Penalty: 6048.788574
	Iteration 51Q: 3 clusters Score -2.668601e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -26685980.000000 Penalty: 6048.788574
	Iteration 52Q: 3 clusters Score -2.668598e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103331 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -26685976.000000 Penalty: 6048.788574
	Iteration 53Q: 3 clusters Score -2.668598e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -26685974.000000 Penalty: 6048.788574
	Iteration 54Q: 3 clusters Score -2.668597e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -26686012.000000 Penalty: 6048.788574
	Iteration 55Q: 3 clusters Score -2.668601e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -26685998.000000 Penalty: 6048.788574
	Iteration 56Q: 3 clusters Score -2.6686e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -26686026.000000 Penalty: 6048.788574
	Iteration 57Q: 3 clusters Score -2.668603e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 93986 members 
Entering Unmasked Estep 
Score: -26686020.000000 Penalty: 6048.788574
	Iteration 58Q: 3 clusters Score -2.668602e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -26686040.000000 Penalty: 6048.788574
	Iteration 59Q: 3 clusters Score -2.668604e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -26686036.000000 Penalty: 6048.788574
	Iteration 60F: 3 clusters Score -2.668604e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -26686030.000000 Penalty: 6048.788574
	Iteration 61Q: 3 clusters Score -2.668603e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -26686070.000000 Penalty: 6048.788574
	Iteration 62Q: 3 clusters Score -2.668607e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -26686122.000000 Penalty: 6048.788574
	Iteration 63Q: 3 clusters Score -2.668612e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -26686148.000000 Penalty: 6048.788574
	Iteration 64Q: 3 clusters Score -2.668615e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -26686164.000000 Penalty: 6048.788574
	Iteration 65Q: 3 clusters Score -2.668616e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -26686178.000000 Penalty: 6048.788574
	Iteration 66Q: 3 clusters Score -2.668618e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -26686180.000000 Penalty: 6048.788574
	Iteration 67Q: 3 clusters Score -2.668618e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -26686164.000000 Penalty: 6048.788574
	Iteration 68Q: 3 clusters Score -2.668616e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -26686168.000000 Penalty: 6048.788574
	Iteration 69Q: 3 clusters Score -2.668617e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -26686166.000000 Penalty: 6048.788574
	Iteration 70Q: 3 clusters Score -2.668617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -26686160.000000 Penalty: 6048.788574
	Iteration 71Q: 3 clusters Score -2.668616e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -26686196.000000 Penalty: 6048.788574
	Iteration 72Q: 3 clusters Score -2.66862e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -26686182.000000 Penalty: 6048.788574
	Iteration 73Q: 3 clusters Score -2.668618e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -26686140.000000 Penalty: 6048.788574
	Iteration 74Q: 3 clusters Score -2.668614e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -26686166.000000 Penalty: 6048.788574
	Iteration 75Q: 3 clusters Score -2.668617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -26686134.000000 Penalty: 6048.788574
	Iteration 76Q: 3 clusters Score -2.668613e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -26686126.000000 Penalty: 6048.788574
	Iteration 77Q: 3 clusters Score -2.668613e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -26686166.000000 Penalty: 6048.788574
	Iteration 78Q: 3 clusters Score -2.668617e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104736 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -26686172.000000 Penalty: 6048.788574
	Iteration 79Q: 3 clusters Score -2.668617e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -26686182.000000 Penalty: 6048.788574
	Iteration 80F: 3 clusters Score -2.668618e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -26686202.000000 Penalty: 6048.788574
	Iteration 81Q: 3 clusters Score -2.66862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -26686202.000000 Penalty: 6048.788574
	Iteration 82Q: 3 clusters Score -2.66862e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -26686194.000000 Penalty: 6048.788574
	Iteration 83Q: 3 clusters Score -2.668619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -26686202.000000 Penalty: 6048.788574
	Iteration 84Q: 3 clusters Score -2.66862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -26686180.000000 Penalty: 6048.788574
	Iteration 85Q: 3 clusters Score -2.668618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -26686202.000000 Penalty: 6048.788574
	Iteration 86Q: 3 clusters Score -2.66862e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -26686234.000000 Penalty: 6048.788574
	Iteration 87Q: 3 clusters Score -2.668623e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -26686230.000000 Penalty: 6048.788574
	Iteration 88Q: 3 clusters Score -2.668623e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -26686246.000000 Penalty: 6048.788574
	Iteration 89Q: 3 clusters Score -2.668625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -26686238.000000 Penalty: 6048.788574
	Iteration 90Q: 3 clusters Score -2.668624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -26686254.000000 Penalty: 6048.788574
	Iteration 91Q: 3 clusters Score -2.668625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -26686248.000000 Penalty: 6048.788574
	Iteration 92Q: 3 clusters Score -2.668625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -26686266.000000 Penalty: 6048.788574
	Iteration 93Q: 3 clusters Score -2.668627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -26686268.000000 Penalty: 6048.788574
	Iteration 94Q: 3 clusters Score -2.668627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -26686248.000000 Penalty: 6048.788574
	Iteration 95Q: 3 clusters Score -2.668625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -26686232.000000 Penalty: 6048.788574
	Iteration 96Q: 3 clusters Score -2.668623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -26686238.000000 Penalty: 6048.788574
	Iteration 97Q: 3 clusters Score -2.668624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -26686252.000000 Penalty: 6048.788574
	Iteration 98Q: 3 clusters Score -2.668625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -26686254.000000 Penalty: 6048.788574
	Iteration 99Q: 3 clusters Score -2.668625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -26686236.000000 Penalty: 6048.788574
	Iteration 100F: 3 clusters Score -2.668624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -26686234.000000 Penalty: 6048.788574
	Iteration 101Q: 3 clusters Score -2.668623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -26686244.000000 Penalty: 6048.788574
	Iteration 102Q: 3 clusters Score -2.668624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -26686246.000000 Penalty: 6048.788574
	Iteration 103Q: 3 clusters Score -2.668625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -26686222.000000 Penalty: 6048.788574
	Iteration 104Q: 3 clusters Score -2.668622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -26686230.000000 Penalty: 6048.788574
	Iteration 105Q: 3 clusters Score -2.668623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -26686232.000000 Penalty: 6048.788574
	Iteration 106Q: 3 clusters Score -2.668623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104959 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -26686238.000000 Penalty: 6048.788574
	Iteration 107Q: 3 clusters Score -2.668624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -26686252.000000 Penalty: 6048.788574
	Iteration 108Q: 3 clusters Score -2.668625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -26686244.000000 Penalty: 6048.788574
	Iteration 109Q: 3 clusters Score -2.668624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -26686250.000000 Penalty: 6048.788574
	Iteration 110Q: 3 clusters Score -2.668625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -26686242.000000 Penalty: 6048.788574
	Iteration 111Q: 3 clusters Score -2.668624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -26686250.000000 Penalty: 6048.788574
	Iteration 112Q: 3 clusters Score -2.668625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -26686256.000000 Penalty: 6048.788574
	Iteration 113Q: 3 clusters Score -2.668626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -26686248.000000 Penalty: 6048.788574
	Iteration 114Q: 3 clusters Score -2.668625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -26686252.000000 Penalty: 6048.788574
	Iteration 115Q: 3 clusters Score -2.668625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -26686246.000000 Penalty: 6048.788574
	Iteration 116Q: 3 clusters Score -2.668625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -26686246.000000 Penalty: 6048.788574
	Iteration 117Q: 3 clusters Score -2.668625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -26686252.000000 Penalty: 6048.788574
	Iteration 118Q: 3 clusters Score -2.668625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -26686252.000000 Penalty: 6048.788574
	Iteration 119F: 3 clusters Score -2.668625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -1550492.625000 Penalty: 2354.440918
	Iteration 0F: 2 clusters Score -1550493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1541023.875000 Penalty: 4708.881836
	Iteration 0F: 3 clusters Score -1541024 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1547267.000000 Penalty: 4708.881836
	Iteration 1F: 3 clusters Score -1547267 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1550456.375000 Penalty: 4708.881836
	Iteration 2F: 3 clusters Score -1550456 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1553237.375000 Penalty: 4708.881836
	Iteration 3F: 3 clusters Score -1553237 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1555250.375000 Penalty: 4708.881836
	Iteration 4F: 3 clusters Score -1555250 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1556513.875000 Penalty: 4708.881836
	Iteration 5F: 3 clusters Score -1556514 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1557078.500000 Penalty: 4708.881836
	Iteration 6Q: 3 clusters Score -1557078 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1557271.750000 Penalty: 4708.881836
	Iteration 7Q: 3 clusters Score -1557272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1557351.250000 Penalty: 4708.881836
	Iteration 8Q: 3 clusters Score -1557351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1557390.250000 Penalty: 4708.881836
	Iteration 9Q: 3 clusters Score -1557390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1557405.375000 Penalty: 4708.881836
	Iteration 10Q: 3 clusters Score -1557405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1557412.375000 Penalty: 4708.881836
	Iteration 11Q: 3 clusters Score -1557412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1557414.750000 Penalty: 4708.881836
	Iteration 12Q: 3 clusters Score -1557415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1557418.000000 Penalty: 4708.881836
	Iteration 13Q: 3 clusters Score -1557418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1557422.250000 Penalty: 4708.881836
	Iteration 14Q: 3 clusters Score -1557422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1557418.250000 Penalty: 4708.881836
	Iteration 15Q: 3 clusters Score -1557418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1557419.375000 Penalty: 4708.881836
	Iteration 16Q: 3 clusters Score -1557419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1557418.875000 Penalty: 4708.881836
	Iteration 17Q: 3 clusters Score -1557419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1557418.750000 Penalty: 4708.881836
	Iteration 18Q: 3 clusters Score -1557419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1557422.000000 Penalty: 4708.881836
	Iteration 19Q: 3 clusters Score -1557422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1557421.000000 Penalty: 4708.881836
	Iteration 20F: 3 clusters Score -1557421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 9 contains 211320 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Entering Unmasked Estep 
Score: -126261976.000000 Penalty: 61474.765625
Splitting cluster 8 changes total score from -126238840.000000 to -126261976.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2391884.750000 Penalty: 2421.042969
	Iteration 0F: 2 clusters Score -2391885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2379475.000000 Penalty: 4842.085938
	Iteration 0F: 3 clusters Score -2379475 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2383489.250000 Penalty: 4842.085938
	Iteration 1F: 3 clusters Score -2383489 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2383790.000000 Penalty: 4842.085938
	Iteration 2F: 3 clusters Score -2383790 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2384004.750000 Penalty: 4842.085938
	Iteration 3Q: 3 clusters Score -2384005 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2384177.500000 Penalty: 4842.085938
	Iteration 4Q: 3 clusters Score -2384178 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2384310.750000 Penalty: 4842.085938
	Iteration 5Q: 3 clusters Score -2384311 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2384428.250000 Penalty: 4842.085938
	Iteration 6Q: 3 clusters Score -2384428 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2384529.000000 Penalty: 4842.085938
	Iteration 7Q: 3 clusters Score -2384529 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2384623.000000 Penalty: 4842.085938
	Iteration 8Q: 3 clusters Score -2384623 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2384709.500000 Penalty: 4842.085938
	Iteration 9Q: 3 clusters Score -2384710 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2384806.250000 Penalty: 4842.085938
	Iteration 10Q: 3 clusters Score -2384806 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2384912.250000 Penalty: 4842.085938
	Iteration 11Q: 3 clusters Score -2384912 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2385036.250000 Penalty: 4842.085938
	Iteration 12Q: 3 clusters Score -2385036 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2385194.000000 Penalty: 4842.085938
	Iteration 13Q: 3 clusters Score -2385194 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2385388.000000 Penalty: 4842.085938
	Iteration 14Q: 3 clusters Score -2385388 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2385643.500000 Penalty: 4842.085938
	Iteration 15Q: 3 clusters Score -2385644 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2385974.000000 Penalty: 4842.085938
	Iteration 16Q: 3 clusters Score -2385974 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2386477.500000 Penalty: 4842.085938
	Iteration 17Q: 3 clusters Score -2386478 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2387101.250000 Penalty: 4842.085938
	Iteration 18Q: 3 clusters Score -2387101 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2387728.500000 Penalty: 4842.085938
	Iteration 19Q: 3 clusters Score -2387728 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2388133.500000 Penalty: 4842.085938
	Iteration 20F: 3 clusters Score -2388134 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2388353.750000 Penalty: 4842.085938
	Iteration 21Q: 3 clusters Score -2388354 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2388491.500000 Penalty: 4842.085938
	Iteration 22Q: 3 clusters Score -2388492 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2388579.500000 Penalty: 4842.085938
	Iteration 23Q: 3 clusters Score -2388580 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2388672.000000 Penalty: 4842.085938
	Iteration 24Q: 3 clusters Score -2388672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2388724.750000 Penalty: 4842.085938
	Iteration 25Q: 3 clusters Score -2388725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2388791.000000 Penalty: 4842.085938
	Iteration 26Q: 3 clusters Score -2388791 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2388867.250000 Penalty: 4842.085938
	Iteration 27Q: 3 clusters Score -2388867 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2388918.750000 Penalty: 4842.085938
	Iteration 28Q: 3 clusters Score -2388919 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2388964.500000 Penalty: 4842.085938
	Iteration 29Q: 3 clusters Score -2388964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2388997.250000 Penalty: 4842.085938
	Iteration 30Q: 3 clusters Score -2388997 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2389030.750000 Penalty: 4842.085938
	Iteration 31Q: 3 clusters Score -2389031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2389061.250000 Penalty: 4842.085938
	Iteration 32Q: 3 clusters Score -2389061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2389087.750000 Penalty: 4842.085938
	Iteration 33Q: 3 clusters Score -2389088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2389107.250000 Penalty: 4842.085938
	Iteration 34Q: 3 clusters Score -2389107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2389128.500000 Penalty: 4842.085938
	Iteration 35Q: 3 clusters Score -2389128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2389147.750000 Penalty: 4842.085938
	Iteration 36Q: 3 clusters Score -2389148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2389163.250000 Penalty: 4842.085938
	Iteration 37Q: 3 clusters Score -2389163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2389180.500000 Penalty: 4842.085938
	Iteration 38Q: 3 clusters Score -2389180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2389201.500000 Penalty: 4842.085938
	Iteration 39Q: 3 clusters Score -2389202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2389218.250000 Penalty: 4842.085938
	Iteration 40F: 3 clusters Score -2389218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2389234.000000 Penalty: 4842.085938
	Iteration 41Q: 3 clusters Score -2389234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2389249.750000 Penalty: 4842.085938
	Iteration 42Q: 3 clusters Score -2389250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2389267.500000 Penalty: 4842.085938
	Iteration 43Q: 3 clusters Score -2389268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2389286.500000 Penalty: 4842.085938
	Iteration 44Q: 3 clusters Score -2389286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2389309.250000 Penalty: 4842.085938
	Iteration 45Q: 3 clusters Score -2389309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2389327.250000 Penalty: 4842.085938
	Iteration 46Q: 3 clusters Score -2389327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2389342.000000 Penalty: 4842.085938
	Iteration 47Q: 3 clusters Score -2389342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2389350.750000 Penalty: 4842.085938
	Iteration 48Q: 3 clusters Score -2389351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2389365.250000 Penalty: 4842.085938
	Iteration 49Q: 3 clusters Score -2389365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2389382.500000 Penalty: 4842.085938
	Iteration 50Q: 3 clusters Score -2389382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2389392.250000 Penalty: 4842.085938
	Iteration 51Q: 3 clusters Score -2389392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2389407.750000 Penalty: 4842.085938
	Iteration 52Q: 3 clusters Score -2389408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2389415.000000 Penalty: 4842.085938
	Iteration 53Q: 3 clusters Score -2389415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2389417.250000 Penalty: 4842.085938
	Iteration 54Q: 3 clusters Score -2389417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2389428.750000 Penalty: 4842.085938
	Iteration 55Q: 3 clusters Score -2389429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2389444.000000 Penalty: 4842.085938
	Iteration 56Q: 3 clusters Score -2389444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2389462.250000 Penalty: 4842.085938
	Iteration 57Q: 3 clusters Score -2389462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2389476.500000 Penalty: 4842.085938
	Iteration 58Q: 3 clusters Score -2389476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2389488.250000 Penalty: 4842.085938
	Iteration 59Q: 3 clusters Score -2389488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2389498.750000 Penalty: 4842.085938
	Iteration 60F: 3 clusters Score -2389499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2389513.750000 Penalty: 4842.085938
	Iteration 61Q: 3 clusters Score -2389514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2389526.250000 Penalty: 4842.085938
	Iteration 62Q: 3 clusters Score -2389526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2389543.500000 Penalty: 4842.085938
	Iteration 63Q: 3 clusters Score -2389544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2389547.500000 Penalty: 4842.085938
	Iteration 64Q: 3 clusters Score -2389548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2389561.250000 Penalty: 4842.085938
	Iteration 65Q: 3 clusters Score -2389561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2389568.000000 Penalty: 4842.085938
	Iteration 66Q: 3 clusters Score -2389568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2389578.750000 Penalty: 4842.085938
	Iteration 67Q: 3 clusters Score -2389579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2389586.750000 Penalty: 4842.085938
	Iteration 68Q: 3 clusters Score -2389587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2389594.250000 Penalty: 4842.085938
	Iteration 69Q: 3 clusters Score -2389594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2389591.750000 Penalty: 4842.085938
	Iteration 70Q: 3 clusters Score -2389592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2389593.500000 Penalty: 4842.085938
	Iteration 71Q: 3 clusters Score -2389594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2389596.250000 Penalty: 4842.085938
	Iteration 72Q: 3 clusters Score -2389596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2389596.250000 Penalty: 4842.085938
	Iteration 73F: 3 clusters Score -2389596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Entering Unmasked Estep 
Score: -2829582.750000 Penalty: 2474.484375
	Iteration 0F: 2 clusters Score -2829583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2814458.750000 Penalty: 4948.968750
	Iteration 0F: 3 clusters Score -2814459 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2819694.000000 Penalty: 4948.968750
	Iteration 1F: 3 clusters Score -2819694 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2820404.000000 Penalty: 4948.968750
	Iteration 2F: 3 clusters Score -2820404 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2821284.750000 Penalty: 4948.968750
	Iteration 3F: 3 clusters Score -2821285 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2822585.250000 Penalty: 4948.968750
	Iteration 4F: 3 clusters Score -2822585 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2824364.500000 Penalty: 4948.968750
	Iteration 5F: 3 clusters Score -2824364 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2825969.750000 Penalty: 4948.968750
	Iteration 6F: 3 clusters Score -2825970 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2827117.250000 Penalty: 4948.968750
	Iteration 7F: 3 clusters Score -2827117 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2827806.000000 Penalty: 4948.968750
	Iteration 8Q: 3 clusters Score -2827806 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2828225.000000 Penalty: 4948.968750
	Iteration 9Q: 3 clusters Score -2828225 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2828461.000000 Penalty: 4948.968750
	Iteration 10Q: 3 clusters Score -2828461 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2828610.750000 Penalty: 4948.968750
	Iteration 11Q: 3 clusters Score -2828611 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2828720.750000 Penalty: 4948.968750
	Iteration 12Q: 3 clusters Score -2828721 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2828809.000000 Penalty: 4948.968750
	Iteration 13Q: 3 clusters Score -2828809 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2828868.500000 Penalty: 4948.968750
	Iteration 14Q: 3 clusters Score -2828868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2828921.750000 Penalty: 4948.968750
	Iteration 15Q: 3 clusters Score -2828922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2828947.500000 Penalty: 4948.968750
	Iteration 16Q: 3 clusters Score -2828948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2828961.000000 Penalty: 4948.968750
	Iteration 17Q: 3 clusters Score -2828961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2828977.250000 Penalty: 4948.968750
	Iteration 18Q: 3 clusters Score -2828977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2828975.000000 Penalty: 4948.968750
	Iteration 19Q: 3 clusters Score -2828975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2828983.250000 Penalty: 4948.968750
	Iteration 20F: 3 clusters Score -2828983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2828985.000000 Penalty: 4948.968750
	Iteration 21Q: 3 clusters Score -2828985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2828991.000000 Penalty: 4948.968750
	Iteration 22Q: 3 clusters Score -2828991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2828992.000000 Penalty: 4948.968750
	Iteration 23Q: 3 clusters Score -2828992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2828992.500000 Penalty: 4948.968750
	Iteration 24Q: 3 clusters Score -2828992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2828995.250000 Penalty: 4948.968750
	Iteration 25Q: 3 clusters Score -2828995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2828998.750000 Penalty: 4948.968750
	Iteration 26Q: 3 clusters Score -2828999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2829000.000000 Penalty: 4948.968750
	Iteration 27Q: 3 clusters Score -2829000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2828999.500000 Penalty: 4948.968750
	Iteration 28Q: 3 clusters Score -2829000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2828999.000000 Penalty: 4948.968750
	Iteration 29Q: 3 clusters Score -2828999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2828999.000000 Penalty: 4948.968750
	Iteration 30F: 3 clusters Score -2828999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -757557.562500 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -757557.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -752547.562500 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -752547.6 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -753994.500000 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -753994.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -754819.875000 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -754819.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -756494.625000 Penalty: 4308.887207
	Iteration 3F: 3 clusters Score -756494.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -758900.625000 Penalty: 4308.887207
	Iteration 4F: 3 clusters Score -758900.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -762054.562500 Penalty: 4308.887207
	Iteration 5F: 3 clusters Score -762054.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -763915.312500 Penalty: 4308.887207
	Iteration 6F: 3 clusters Score -763915.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -765346.750000 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -765346.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -765780.375000 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -765780.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -765881.312500 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -765881.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -765907.312500 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -765907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -765910.937500 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -765910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -765910.937500 Penalty: 4308.887207
	Iteration 12F: 3 clusters Score -765910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 9 contains 211320 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Entering Unmasked Estep 
Score: -126268744.000000 Penalty: 64890.031250
Splitting cluster 13 changes total score from -126238840.000000 to -126268744.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (109470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Entering Unmasked Estep 
Score: -14851723.000000 Penalty: 2877.644775
	Iteration 0F: 2 clusters Score -1.485172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -14778764.000000 Penalty: 5755.289551
	Iteration 0F: 3 clusters Score -1.477876e+07 nChanged 52025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -14809073.000000 Penalty: 5755.289551
	Iteration 1F: 3 clusters Score -1.480907e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -14810821.000000 Penalty: 5755.289551
	Iteration 2Q: 3 clusters Score -1.481082e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -14813597.000000 Penalty: 5755.289551
	Iteration 3Q: 3 clusters Score -1.48136e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -14817637.000000 Penalty: 5755.289551
	Iteration 4F: 3 clusters Score -1.481764e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -14823740.000000 Penalty: 5755.289551
	Iteration 5F: 3 clusters Score -1.482374e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -14831207.000000 Penalty: 5755.289551
	Iteration 6F: 3 clusters Score -1.483121e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -14838423.000000 Penalty: 5755.289551
	Iteration 7F: 3 clusters Score -1.483842e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -14843269.000000 Penalty: 5755.289551
	Iteration 8F: 3 clusters Score -1.484327e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -14845713.000000 Penalty: 5755.289551
	Iteration 9Q: 3 clusters Score -1.484571e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -14846974.000000 Penalty: 5755.289551
	Iteration 10Q: 3 clusters Score -1.484697e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -14847753.000000 Penalty: 5755.289551
	Iteration 11Q: 3 clusters Score -1.484775e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -14848323.000000 Penalty: 5755.289551
	Iteration 12Q: 3 clusters Score -1.484832e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -14848731.000000 Penalty: 5755.289551
	Iteration 13Q: 3 clusters Score -1.484873e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -14849105.000000 Penalty: 5755.289551
	Iteration 14Q: 3 clusters Score -1.48491e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -14849537.000000 Penalty: 5755.289551
	Iteration 15Q: 3 clusters Score -1.484954e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -14849789.000000 Penalty: 5755.289551
	Iteration 16Q: 3 clusters Score -1.484979e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -14850066.000000 Penalty: 5755.289551
	Iteration 17Q: 3 clusters Score -1.485007e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -14850218.000000 Penalty: 5755.289551
	Iteration 18Q: 3 clusters Score -1.485022e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -14850423.000000 Penalty: 5755.289551
	Iteration 19Q: 3 clusters Score -1.485042e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -14850587.000000 Penalty: 5755.289551
	Iteration 20F: 3 clusters Score -1.485059e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -14850682.000000 Penalty: 5755.289551
	Iteration 21Q: 3 clusters Score -1.485068e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -14850771.000000 Penalty: 5755.289551
	Iteration 22Q: 3 clusters Score -1.485077e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -14850861.000000 Penalty: 5755.289551
	Iteration 23Q: 3 clusters Score -1.485086e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -14850923.000000 Penalty: 5755.289551
	Iteration 24Q: 3 clusters Score -1.485092e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -14850949.000000 Penalty: 5755.289551
	Iteration 25Q: 3 clusters Score -1.485095e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -14850946.000000 Penalty: 5755.289551
	Iteration 26Q: 3 clusters Score -1.485095e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -14850985.000000 Penalty: 5755.289551
	Iteration 27Q: 3 clusters Score -1.485098e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -14851005.000000 Penalty: 5755.289551
	Iteration 28Q: 3 clusters Score -1.4851e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -14851054.000000 Penalty: 5755.289551
	Iteration 29Q: 3 clusters Score -1.485105e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -14851049.000000 Penalty: 5755.289551
	Iteration 30Q: 3 clusters Score -1.485105e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -14851107.000000 Penalty: 5755.289551
	Iteration 31Q: 3 clusters Score -1.485111e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -14851130.000000 Penalty: 5755.289551
	Iteration 32Q: 3 clusters Score -1.485113e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -14851131.000000 Penalty: 5755.289551
	Iteration 33Q: 3 clusters Score -1.485113e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 103138 members 
Entering Unmasked Estep 
Score: -14851175.000000 Penalty: 5755.289551
	Iteration 34Q: 3 clusters Score -1.485118e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -14851201.000000 Penalty: 5755.289551
	Iteration 35Q: 3 clusters Score -1.48512e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -14851204.000000 Penalty: 5755.289551
	Iteration 36Q: 3 clusters Score -1.48512e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -14851239.000000 Penalty: 5755.289551
	Iteration 37Q: 3 clusters Score -1.485124e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -14851235.000000 Penalty: 5755.289551
	Iteration 38Q: 3 clusters Score -1.485124e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -14851253.000000 Penalty: 5755.289551
	Iteration 39Q: 3 clusters Score -1.485125e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -14851231.000000 Penalty: 5755.289551
	Iteration 40F: 3 clusters Score -1.485123e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -14851220.000000 Penalty: 5755.289551
	Iteration 41Q: 3 clusters Score -1.485122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -14851222.000000 Penalty: 5755.289551
	Iteration 42Q: 3 clusters Score -1.485122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -14851243.000000 Penalty: 5755.289551
	Iteration 43Q: 3 clusters Score -1.485124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -14851245.000000 Penalty: 5755.289551
	Iteration 44Q: 3 clusters Score -1.485124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -14851263.000000 Penalty: 5755.289551
	Iteration 45Q: 3 clusters Score -1.485126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -14851271.000000 Penalty: 5755.289551
	Iteration 46Q: 3 clusters Score -1.485127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -14851274.000000 Penalty: 5755.289551
	Iteration 47Q: 3 clusters Score -1.485127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -14851291.000000 Penalty: 5755.289551
	Iteration 48Q: 3 clusters Score -1.485129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -14851272.000000 Penalty: 5755.289551
	Iteration 49Q: 3 clusters Score -1.485127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -14851274.000000 Penalty: 5755.289551
	Iteration 50Q: 3 clusters Score -1.485127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -14851257.000000 Penalty: 5755.289551
	Iteration 51Q: 3 clusters Score -1.485126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -14851258.000000 Penalty: 5755.289551
	Iteration 52Q: 3 clusters Score -1.485126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -14851256.000000 Penalty: 5755.289551
	Iteration 53Q: 3 clusters Score -1.485126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -14851244.000000 Penalty: 5755.289551
	Iteration 54Q: 3 clusters Score -1.485124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -14851249.000000 Penalty: 5755.289551
	Iteration 55Q: 3 clusters Score -1.485125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -14851232.000000 Penalty: 5755.289551
	Iteration 56Q: 3 clusters Score -1.485123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -14851226.000000 Penalty: 5755.289551
	Iteration 57Q: 3 clusters Score -1.485123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 104174 members 
Entering Unmasked Estep 
Score: -14851232.000000 Penalty: 5755.289551
	Iteration 58Q: 3 clusters Score -1.485123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -14851224.000000 Penalty: 5755.289551
	Iteration 59Q: 3 clusters Score -1.485122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -14851217.000000 Penalty: 5755.289551
	Iteration 60F: 3 clusters Score -1.485122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -14851219.000000 Penalty: 5755.289551
	Iteration 61Q: 3 clusters Score -1.485122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -14851220.000000 Penalty: 5755.289551
	Iteration 62Q: 3 clusters Score -1.485122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -14851205.000000 Penalty: 5755.289551
	Iteration 63Q: 3 clusters Score -1.48512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -14851201.000000 Penalty: 5755.289551
	Iteration 64Q: 3 clusters Score -1.48512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -14851200.000000 Penalty: 5755.289551
	Iteration 65Q: 3 clusters Score -1.48512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -14851217.000000 Penalty: 5755.289551
	Iteration 66Q: 3 clusters Score -1.485122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -14851218.000000 Penalty: 5755.289551
	Iteration 67Q: 3 clusters Score -1.485122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -14851206.000000 Penalty: 5755.289551
	Iteration 68Q: 3 clusters Score -1.485121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -14851206.000000 Penalty: 5755.289551
	Iteration 69Q: 3 clusters Score -1.485121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -14851212.000000 Penalty: 5755.289551
	Iteration 70Q: 3 clusters Score -1.485121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -14851203.000000 Penalty: 5755.289551
	Iteration 71Q: 3 clusters Score -1.48512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -14851202.000000 Penalty: 5755.289551
	Iteration 72Q: 3 clusters Score -1.48512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -14851211.000000 Penalty: 5755.289551
	Iteration 73Q: 3 clusters Score -1.485121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -14851203.000000 Penalty: 5755.289551
	Iteration 74Q: 3 clusters Score -1.48512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -14851204.000000 Penalty: 5755.289551
	Iteration 75Q: 3 clusters Score -1.48512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -14851206.000000 Penalty: 5755.289551
	Iteration 76Q: 3 clusters Score -1.485121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -14851206.000000 Penalty: 5755.289551
	Iteration 77F: 3 clusters Score -1.485121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -238251.968750 Penalty: 1915.991333
	Iteration 0F: 2 clusters Score -238252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -236075.062500 Penalty: 3831.982666
	Iteration 0F: 3 clusters Score -236075.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -239403.750000 Penalty: 3831.982666
	Iteration 1F: 3 clusters Score -239403.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -242233.406250 Penalty: 3831.982666
	Iteration 2F: 3 clusters Score -242233.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -244746.890625 Penalty: 3831.982666
	Iteration 3F: 3 clusters Score -244746.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -245964.765625 Penalty: 3831.982666
	Iteration 4Q: 3 clusters Score -245964.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -246214.890625 Penalty: 3831.982666
	Iteration 5Q: 3 clusters Score -246214.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -246381.625000 Penalty: 3831.982666
	Iteration 6Q: 3 clusters Score -246381.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246559.390625 Penalty: 3831.982666
	Iteration 7Q: 3 clusters Score -246559.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -246796.937500 Penalty: 3831.982666
	Iteration 8Q: 3 clusters Score -246796.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -247039.281250 Penalty: 3831.982666
	Iteration 9Q: 3 clusters Score -247039.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -247254.343750 Penalty: 3831.982666
	Iteration 10Q: 3 clusters Score -247254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -247347.453125 Penalty: 3831.982666
	Iteration 11Q: 3 clusters Score -247347.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247479.703125 Penalty: 3831.982666
	Iteration 12Q: 3 clusters Score -247479.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -247748.625000 Penalty: 3831.982666
	Iteration 13Q: 3 clusters Score -247748.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -248204.500000 Penalty: 3831.982666
	Iteration 14Q: 3 clusters Score -248204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -248277.468750 Penalty: 3831.982666
	Iteration 15Q: 3 clusters Score -248277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248279.421875 Penalty: 3831.982666
	Iteration 16Q: 3 clusters Score -248279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248288.078125 Penalty: 3831.982666
	Iteration 17F: 3 clusters Score -248288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -248293.406250 Penalty: 3831.982666
	Iteration 18Q: 3 clusters Score -248293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -248293.406250 Penalty: 3831.982666
	Iteration 19F: 3 clusters Score -248293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 9 contains 211320 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Mstep: Class 20 contains 1027 members 
Entering Unmasked Estep 
Score: -126277552.000000 Penalty: 68305.296875
Splitting cluster 15 changes total score from -126238840.000000 to -126277552.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -425974.406250 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -425974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -422558.125000 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -422558.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -423195.156250 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -423195.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -423342.718750 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -423342.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -423436.875000 Penalty: 4002.238281
	Iteration 3Q: 3 clusters Score -423436.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -423486.656250 Penalty: 4002.238281
	Iteration 4Q: 3 clusters Score -423486.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -423519.156250 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -423519.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -423551.062500 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -423551.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -423586.531250 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -423586.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -423617.843750 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -423617.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -423654.031250 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -423654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -423697.093750 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -423697.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -423734.937500 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -423734.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -423763.750000 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -423763.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -423781.687500 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -423781.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -423795.437500 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -423795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -423802.562500 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -423802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -423810.843750 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -423810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -423821.031250 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -423821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -423830.468750 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -423830.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -423840.718750 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -423840.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -423849.156250 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -423849.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -423862.656250 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -423862.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -423875.781250 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -423875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -423884.843750 Penalty: 4002.238281
	Iteration 23Q: 3 clusters Score -423884.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -423899.312500 Penalty: 4002.238281
	Iteration 24Q: 3 clusters Score -423899.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -423913.656250 Penalty: 4002.238281
	Iteration 25Q: 3 clusters Score -423913.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -423926.687500 Penalty: 4002.238281
	Iteration 26Q: 3 clusters Score -423926.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -423934.562500 Penalty: 4002.238281
	Iteration 27Q: 3 clusters Score -423934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -423939.468750 Penalty: 4002.238281
	Iteration 28Q: 3 clusters Score -423939.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -423944.593750 Penalty: 4002.238281
	Iteration 29Q: 3 clusters Score -423944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -423951.562500 Penalty: 4002.238281
	Iteration 30Q: 3 clusters Score -423951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -423957.593750 Penalty: 4002.238281
	Iteration 31Q: 3 clusters Score -423957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -423963.812500 Penalty: 4002.238281
	Iteration 32Q: 3 clusters Score -423963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -423973.093750 Penalty: 4002.238281
	Iteration 33Q: 3 clusters Score -423973.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -423986.125000 Penalty: 4002.238281
	Iteration 34Q: 3 clusters Score -423986.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -424001.687500 Penalty: 4002.238281
	Iteration 35Q: 3 clusters Score -424001.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -424014.937500 Penalty: 4002.238281
	Iteration 36Q: 3 clusters Score -424014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -424029.187500 Penalty: 4002.238281
	Iteration 37Q: 3 clusters Score -424029.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -424047.468750 Penalty: 4002.238281
	Iteration 38Q: 3 clusters Score -424047.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -424064.093750 Penalty: 4002.238281
	Iteration 39Q: 3 clusters Score -424064.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -424082.312500 Penalty: 4002.238281
	Iteration 40F: 3 clusters Score -424082.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -424105.937500 Penalty: 4002.238281
	Iteration 41Q: 3 clusters Score -424105.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -424130.468750 Penalty: 4002.238281
	Iteration 42Q: 3 clusters Score -424130.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -424145.437500 Penalty: 4002.238281
	Iteration 43Q: 3 clusters Score -424145.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -424156.281250 Penalty: 4002.238281
	Iteration 44Q: 3 clusters Score -424156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -424166.031250 Penalty: 4002.238281
	Iteration 45Q: 3 clusters Score -424166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -424177.062500 Penalty: 4002.238281
	Iteration 46Q: 3 clusters Score -424177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -424187.000000 Penalty: 4002.238281
	Iteration 47Q: 3 clusters Score -424187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -424200.687500 Penalty: 4002.238281
	Iteration 48Q: 3 clusters Score -424200.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -424209.406250 Penalty: 4002.238281
	Iteration 49Q: 3 clusters Score -424209.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -424217.531250 Penalty: 4002.238281
	Iteration 50Q: 3 clusters Score -424217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -424222.812500 Penalty: 4002.238281
	Iteration 51Q: 3 clusters Score -424222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -424229.281250 Penalty: 4002.238281
	Iteration 52Q: 3 clusters Score -424229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -424235.000000 Penalty: 4002.238281
	Iteration 53Q: 3 clusters Score -424235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -424239.125000 Penalty: 4002.238281
	Iteration 54Q: 3 clusters Score -424239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -424242.187500 Penalty: 4002.238281
	Iteration 55Q: 3 clusters Score -424242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -424244.625000 Penalty: 4002.238281
	Iteration 56Q: 3 clusters Score -424244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -424247.593750 Penalty: 4002.238281
	Iteration 57Q: 3 clusters Score -424247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -424251.437500 Penalty: 4002.238281
	Iteration 58Q: 3 clusters Score -424251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -424254.750000 Penalty: 4002.238281
	Iteration 59Q: 3 clusters Score -424254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -424260.406250 Penalty: 4002.238281
	Iteration 60F: 3 clusters Score -424260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -424265.312500 Penalty: 4002.238281
	Iteration 61Q: 3 clusters Score -424265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -424270.531250 Penalty: 4002.238281
	Iteration 62Q: 3 clusters Score -424270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -424276.656250 Penalty: 4002.238281
	Iteration 63Q: 3 clusters Score -424276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -424279.312500 Penalty: 4002.238281
	Iteration 64Q: 3 clusters Score -424279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -424281.093750 Penalty: 4002.238281
	Iteration 65Q: 3 clusters Score -424281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -424282.312500 Penalty: 4002.238281
	Iteration 66Q: 3 clusters Score -424282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -424283.031250 Penalty: 4002.238281
	Iteration 67Q: 3 clusters Score -424283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -424283.437500 Penalty: 4002.238281
	Iteration 68Q: 3 clusters Score -424283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -424283.937500 Penalty: 4002.238281
	Iteration 69Q: 3 clusters Score -424283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -424286.500000 Penalty: 4002.238281
	Iteration 70Q: 3 clusters Score -424286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -424287.812500 Penalty: 4002.238281
	Iteration 71Q: 3 clusters Score -424287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -424289.093750 Penalty: 4002.238281
	Iteration 72Q: 3 clusters Score -424289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -424289.875000 Penalty: 4002.238281
	Iteration 73Q: 3 clusters Score -424289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -424290.812500 Penalty: 4002.238281
	Iteration 74Q: 3 clusters Score -424290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -424291.718750 Penalty: 4002.238281
	Iteration 75Q: 3 clusters Score -424291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -424294.156250 Penalty: 4002.238281
	Iteration 76Q: 3 clusters Score -424294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -424294.906250 Penalty: 4002.238281
	Iteration 77Q: 3 clusters Score -424294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -424295.406250 Penalty: 4002.238281
	Iteration 78Q: 3 clusters Score -424295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -424296.500000 Penalty: 4002.238281
	Iteration 79Q: 3 clusters Score -424296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -424296.437500 Penalty: 4002.238281
	Iteration 80F: 3 clusters Score -424296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -249803.234375 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -249803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -247312.406250 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -247312.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248004.046875 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -248004 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -248326.578125 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -248326.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -248568.546875 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -248568.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -248736.468750 Penalty: 3768.557373
	Iteration 4F: 3 clusters Score -248736.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -248856.953125 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -248857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -248953.515625 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -248953.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -249017.171875 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -249017.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -249077.546875 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -249077.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -249116.421875 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -249116.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -249135.718750 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -249135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -249149.437500 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -249149.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -249167.578125 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -249167.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -249182.203125 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -249182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -249183.718750 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -249183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -249183.718750 Penalty: 3768.557373
	Iteration 15F: 3 clusters Score -249183.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Entering Unmasked Estep 
Score: -8050446.000000 Penalty: 2733.901367
	Iteration 0F: 2 clusters Score -8050446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -8009488.500000 Penalty: 5467.802734
	Iteration 0F: 3 clusters Score -8009488 nChanged 28346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -8024947.000000 Penalty: 5467.802734
	Iteration 1F: 3 clusters Score -8024947 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -8025444.000000 Penalty: 5467.802734
	Iteration 2Q: 3 clusters Score -8025444 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -8025835.500000 Penalty: 5467.802734
	Iteration 3Q: 3 clusters Score -8025836 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -8026138.000000 Penalty: 5467.802734
	Iteration 4Q: 3 clusters Score -8026138 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -8026447.500000 Penalty: 5467.802734
	Iteration 5Q: 3 clusters Score -8026448 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -8026805.500000 Penalty: 5467.802734
	Iteration 6Q: 3 clusters Score -8026806 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8027252.500000 Penalty: 5467.802734
	Iteration 7Q: 3 clusters Score -8027252 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -8027752.000000 Penalty: 5467.802734
	Iteration 8Q: 3 clusters Score -8027752 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -8028413.500000 Penalty: 5467.802734
	Iteration 9Q: 3 clusters Score -8028414 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -8029455.000000 Penalty: 5467.802734
	Iteration 10Q: 3 clusters Score -8029455 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -8030908.500000 Penalty: 5467.802734
	Iteration 11Q: 3 clusters Score -8030908 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8032772.000000 Penalty: 5467.802734
	Iteration 12F: 3 clusters Score -8032772 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -8035009.000000 Penalty: 5467.802734
	Iteration 13F: 3 clusters Score -8035009 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -8037389.500000 Penalty: 5467.802734
	Iteration 14F: 3 clusters Score -8037390 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8039658.000000 Penalty: 5467.802734
	Iteration 15F: 3 clusters Score -8039658 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -8041397.000000 Penalty: 5467.802734
	Iteration 16Q: 3 clusters Score -8041397 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -8042933.000000 Penalty: 5467.802734
	Iteration 17Q: 3 clusters Score -8042933 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8044234.000000 Penalty: 5467.802734
	Iteration 18Q: 3 clusters Score -8044234 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8045251.000000 Penalty: 5467.802734
	Iteration 19Q: 3 clusters Score -8045251 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -8046043.500000 Penalty: 5467.802734
	Iteration 20F: 3 clusters Score -8046044 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -8046602.000000 Penalty: 5467.802734
	Iteration 21Q: 3 clusters Score -8046602 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8046967.500000 Penalty: 5467.802734
	Iteration 22Q: 3 clusters Score -8046968 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8047229.000000 Penalty: 5467.802734
	Iteration 23Q: 3 clusters Score -8047229 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8047447.000000 Penalty: 5467.802734
	Iteration 24Q: 3 clusters Score -8047447 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8047585.500000 Penalty: 5467.802734
	Iteration 25Q: 3 clusters Score -8047586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8047691.500000 Penalty: 5467.802734
	Iteration 26Q: 3 clusters Score -8047692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8047770.000000 Penalty: 5467.802734
	Iteration 27Q: 3 clusters Score -8047770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8047840.000000 Penalty: 5467.802734
	Iteration 28Q: 3 clusters Score -8047840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8047896.500000 Penalty: 5467.802734
	Iteration 29Q: 3 clusters Score -8047896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8047954.000000 Penalty: 5467.802734
	Iteration 30Q: 3 clusters Score -8047954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8047966.500000 Penalty: 5467.802734
	Iteration 31Q: 3 clusters Score -8047966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8048008.000000 Penalty: 5467.802734
	Iteration 32Q: 3 clusters Score -8048008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8048028.000000 Penalty: 5467.802734
	Iteration 33Q: 3 clusters Score -8048028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8048044.000000 Penalty: 5467.802734
	Iteration 34Q: 3 clusters Score -8048044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8048062.000000 Penalty: 5467.802734
	Iteration 35Q: 3 clusters Score -8048062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8048074.000000 Penalty: 5467.802734
	Iteration 36Q: 3 clusters Score -8048074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8048090.500000 Penalty: 5467.802734
	Iteration 37Q: 3 clusters Score -8048090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8048108.000000 Penalty: 5467.802734
	Iteration 38Q: 3 clusters Score -8048108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8048109.000000 Penalty: 5467.802734
	Iteration 39Q: 3 clusters Score -8048109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8048126.500000 Penalty: 5467.802734
	Iteration 40F: 3 clusters Score -8048126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8048119.000000 Penalty: 5467.802734
	Iteration 41Q: 3 clusters Score -8048119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8048127.500000 Penalty: 5467.802734
	Iteration 42Q: 3 clusters Score -8048128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8048135.000000 Penalty: 5467.802734
	Iteration 43Q: 3 clusters Score -8048135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8048139.000000 Penalty: 5467.802734
	Iteration 44Q: 3 clusters Score -8048139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8048152.000000 Penalty: 5467.802734
	Iteration 45Q: 3 clusters Score -8048152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8048151.500000 Penalty: 5467.802734
	Iteration 46Q: 3 clusters Score -8048152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8048160.500000 Penalty: 5467.802734
	Iteration 47Q: 3 clusters Score -8048160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8048172.500000 Penalty: 5467.802734
	Iteration 48Q: 3 clusters Score -8048172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8048171.500000 Penalty: 5467.802734
	Iteration 49Q: 3 clusters Score -8048172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8048177.000000 Penalty: 5467.802734
	Iteration 50Q: 3 clusters Score -8048177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8048174.500000 Penalty: 5467.802734
	Iteration 51Q: 3 clusters Score -8048174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8048176.500000 Penalty: 5467.802734
	Iteration 52Q: 3 clusters Score -8048176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8048173.000000 Penalty: 5467.802734
	Iteration 53Q: 3 clusters Score -8048173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8048181.500000 Penalty: 5467.802734
	Iteration 54Q: 3 clusters Score -8048182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8048181.000000 Penalty: 5467.802734
	Iteration 55Q: 3 clusters Score -8048181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8048183.000000 Penalty: 5467.802734
	Iteration 56Q: 3 clusters Score -8048183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8048178.500000 Penalty: 5467.802734
	Iteration 57Q: 3 clusters Score -8048178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8048181.500000 Penalty: 5467.802734
	Iteration 58Q: 3 clusters Score -8048182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8048176.500000 Penalty: 5467.802734
	Iteration 59Q: 3 clusters Score -8048176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8048192.500000 Penalty: 5467.802734
	Iteration 60F: 3 clusters Score -8048192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8048207.000000 Penalty: 5467.802734
	Iteration 61Q: 3 clusters Score -8048207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8048208.500000 Penalty: 5467.802734
	Iteration 62Q: 3 clusters Score -8048208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8048205.500000 Penalty: 5467.802734
	Iteration 63Q: 3 clusters Score -8048206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8048213.500000 Penalty: 5467.802734
	Iteration 64Q: 3 clusters Score -8048214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8048216.500000 Penalty: 5467.802734
	Iteration 65Q: 3 clusters Score -8048216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8048205.500000 Penalty: 5467.802734
	Iteration 66Q: 3 clusters Score -8048206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8048217.500000 Penalty: 5467.802734
	Iteration 67Q: 3 clusters Score -8048218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8048234.500000 Penalty: 5467.802734
	Iteration 68Q: 3 clusters Score -8048234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8048231.000000 Penalty: 5467.802734
	Iteration 69Q: 3 clusters Score -8048231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8048228.500000 Penalty: 5467.802734
	Iteration 70Q: 3 clusters Score -8048228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8048230.500000 Penalty: 5467.802734
	Iteration 71Q: 3 clusters Score -8048230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8048234.000000 Penalty: 5467.802734
	Iteration 72Q: 3 clusters Score -8048234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8048233.000000 Penalty: 5467.802734
	Iteration 73Q: 3 clusters Score -8048233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8048234.000000 Penalty: 5467.802734
	Iteration 74Q: 3 clusters Score -8048234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8048235.000000 Penalty: 5467.802734
	Iteration 75Q: 3 clusters Score -8048235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8048235.000000 Penalty: 5467.802734
	Iteration 76Q: 3 clusters Score -8048235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8048231.500000 Penalty: 5467.802734
	Iteration 77Q: 3 clusters Score -8048232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8048231.500000 Penalty: 5467.802734
	Iteration 78F: 3 clusters Score -8048232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 43903 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 7 contains 197825 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 109470 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 61316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -1.262943e+08 nChanged 36633
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 43503 members 
Mstep: Class 4 contains 182879 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 6 contains 53356 members 
Mstep: Class 7 contains 196733 members 
Mstep: Class 8 contains 12504 members 
Mstep: Class 9 contains 205555 members 
Mstep: Class 10 contains 17695 members 
Mstep: Class 11 contains 21268 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 14 contains 110480 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 62816 members 
Mstep: Class 20 contains 1013 members 
Entering Unmasked Estep 
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Iteration 40F: 21 clusters Score -1.263121e+08 nChanged 24633
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 43105 members 
Mstep: Class 4 contains 183688 members 
Mstep: Class 5 contains 13780 members 
Mstep: Class 6 contains 55558 members 
Mstep: Class 7 contains 191549 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 205837 members 
Mstep: Class 10 contains 17800 members 
Mstep: Class 11 contains 20322 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 109525 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 63299 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
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Iteration 41Q: 21 clusters Score -1.263194e+08 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 42920 members 
Mstep: Class 4 contains 184299 members 
Mstep: Class 5 contains 14932 members 
Mstep: Class 6 contains 57942 members 
Mstep: Class 7 contains 187863 members 
Mstep: Class 8 contains 13187 members 
Mstep: Class 9 contains 204911 members 
Mstep: Class 10 contains 17899 members 
Mstep: Class 11 contains 19875 members 
Mstep: Class 12 contains 1158 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 108471 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 63744 members 
Mstep: Class 20 contains 1009 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -1.263242e+08 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 42767 members 
Mstep: Class 4 contains 184310 members 
Mstep: Class 5 contains 15993 members 
Mstep: Class 6 contains 60461 members 
Mstep: Class 7 contains 185281 members 
Mstep: Class 8 contains 13372 members 
Mstep: Class 9 contains 203603 members 
Mstep: Class 10 contains 18000 members 
Mstep: Class 11 contains 19619 members 
Mstep: Class 12 contains 1103 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 107331 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 64143 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -1.263277e+08 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 42667 members 
Mstep: Class 4 contains 184003 members 
Mstep: Class 5 contains 16964 members 
Mstep: Class 6 contains 62874 members 
Mstep: Class 7 contains 183581 members 
Mstep: Class 8 contains 13473 members 
Mstep: Class 9 contains 202192 members 
Mstep: Class 10 contains 18075 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 3493 members 
Mstep: Class 14 contains 105995 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 64509 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -1.263302e+08 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 42614 members 
Mstep: Class 4 contains 183545 members 
Mstep: Class 5 contains 17783 members 
Mstep: Class 6 contains 65298 members 
Mstep: Class 7 contains 182292 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 200779 members 
Mstep: Class 10 contains 18149 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 104527 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 64902 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.263328e+08 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 42576 members 
Mstep: Class 4 contains 183045 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 67658 members 
Mstep: Class 7 contains 181437 members 
Mstep: Class 8 contains 13541 members 
Mstep: Class 9 contains 199522 members 
Mstep: Class 10 contains 18213 members 
Mstep: Class 11 contains 19206 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 14 contains 102817 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3372 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 65253 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -1.263348e+08 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 42546 members 
Mstep: Class 4 contains 182461 members 
Mstep: Class 5 contains 19019 members 
Mstep: Class 6 contains 70043 members 
Mstep: Class 7 contains 180828 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 9 contains 198406 members 
Mstep: Class 10 contains 18264 members 
Mstep: Class 11 contains 19082 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 13 contains 3528 members 
Mstep: Class 14 contains 101009 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3396 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 65588 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.263371e+08 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 42518 members 
Mstep: Class 4 contains 181748 members 
Mstep: Class 5 contains 19517 members 
Mstep: Class 6 contains 72425 members 
Mstep: Class 7 contains 180394 members 
Mstep: Class 8 contains 13583 members 
Mstep: Class 9 contains 197339 members 
Mstep: Class 10 contains 18286 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 99077 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 65972 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.26339e+08 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 42499 members 
Mstep: Class 4 contains 180974 members 
Mstep: Class 5 contains 19926 members 
Mstep: Class 6 contains 74879 members 
Mstep: Class 7 contains 179992 members 
Mstep: Class 8 contains 13591 members 
Mstep: Class 9 contains 196402 members 
Mstep: Class 10 contains 18282 members 
Mstep: Class 11 contains 18948 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 97050 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 66300 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.263406e+08 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 42513 members 
Mstep: Class 4 contains 180164 members 
Mstep: Class 5 contains 20264 members 
Mstep: Class 6 contains 77326 members 
Mstep: Class 7 contains 179763 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 195587 members 
Mstep: Class 10 contains 18307 members 
Mstep: Class 11 contains 18887 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 14 contains 94781 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 66658 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.263424e+08 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 42535 members 
Mstep: Class 4 contains 179480 members 
Mstep: Class 5 contains 20537 members 
Mstep: Class 6 contains 79784 members 
Mstep: Class 7 contains 179519 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 194886 members 
Mstep: Class 10 contains 18328 members 
Mstep: Class 11 contains 18832 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 92356 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 66990 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.263441e+08 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 42547 members 
Mstep: Class 4 contains 178823 members 
Mstep: Class 5 contains 20815 members 
Mstep: Class 6 contains 82321 members 
Mstep: Class 7 contains 179215 members 
Mstep: Class 8 contains 13586 members 
Mstep: Class 9 contains 194189 members 
Mstep: Class 10 contains 18343 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 89943 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 67314 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.263461e+08 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 42561 members 
Mstep: Class 4 contains 178346 members 
Mstep: Class 5 contains 21075 members 
Mstep: Class 6 contains 84818 members 
Mstep: Class 7 contains 178888 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 9 contains 193432 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 18693 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 3560 members 
Mstep: Class 14 contains 87555 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3778 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 67652 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.26348e+08 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 42545 members 
Mstep: Class 4 contains 177913 members 
Mstep: Class 5 contains 21304 members 
Mstep: Class 6 contains 87298 members 
Mstep: Class 7 contains 178653 members 
Mstep: Class 8 contains 13573 members 
Mstep: Class 9 contains 192606 members 
Mstep: Class 10 contains 18346 members 
Mstep: Class 11 contains 18640 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 85066 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 4898 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 67993 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.263498e+08 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 42532 members 
Mstep: Class 4 contains 177485 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 89802 members 
Mstep: Class 7 contains 178281 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 191963 members 
Mstep: Class 10 contains 18340 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 82545 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 3983 members 
Mstep: Class 17 contains 4981 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 68350 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -1.263524e+08 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 42528 members 
Mstep: Class 4 contains 177162 members 
Mstep: Class 5 contains 21657 members 
Mstep: Class 6 contains 92298 members 
Mstep: Class 7 contains 177907 members 
Mstep: Class 8 contains 13574 members 
Mstep: Class 9 contains 191339 members 
Mstep: Class 10 contains 18313 members 
Mstep: Class 11 contains 18539 members 
Mstep: Class 12 contains 989 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 80018 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 68686 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.263544e+08 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 42511 members 
Mstep: Class 4 contains 176921 members 
Mstep: Class 5 contains 21819 members 
Mstep: Class 6 contains 94715 members 
Mstep: Class 7 contains 177544 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 190806 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 77428 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 68966 members 
Mstep: Class 20 contains 1009 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.263555e+08 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 6834 members 
Mstep: Class 3 contains 42515 members 
Mstep: Class 4 contains 176709 members 
Mstep: Class 5 contains 21972 members 
Mstep: Class 6 contains 97155 members 
Mstep: Class 7 contains 177105 members 
Mstep: Class 8 contains 13578 members 
Mstep: Class 9 contains 190205 members 
Mstep: Class 10 contains 18370 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 982 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 74977 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 69261 members 
Mstep: Class 20 contains 1009 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.263569e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 176382 members 
Mstep: Class 5 contains 22116 members 
Mstep: Class 6 contains 99655 members 
Mstep: Class 7 contains 176665 members 
Mstep: Class 8 contains 13572 members 
Mstep: Class 9 contains 189651 members 
Mstep: Class 10 contains 18398 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 72645 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 69496 members 
Mstep: Class 20 contains 1009 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.263575e+08 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 42484 members 
Mstep: Class 4 contains 175956 members 
Mstep: Class 5 contains 22225 members 
Mstep: Class 6 contains 102191 members 
Mstep: Class 7 contains 176238 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 189100 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 980 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 70446 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 1959 members 
Mstep: Class 19 contains 69690 members 
Mstep: Class 20 contains 1009 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.263619e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 6871 members 
Mstep: Class 3 contains 42465 members 
Mstep: Class 4 contains 175548 members 
Mstep: Class 5 contains 22301 members 
Mstep: Class 6 contains 104733 members 
Mstep: Class 7 contains 175771 members 
Mstep: Class 8 contains 13556 members 
Mstep: Class 9 contains 188426 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 68420 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4421 members 
Mstep: Class 17 contains 5457 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 69906 members 
Mstep: Class 20 contains 1008 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.263705e+08 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 6882 members 
Mstep: Class 3 contains 42460 members 
Mstep: Class 4 contains 175093 members 
Mstep: Class 5 contains 22366 members 
Mstep: Class 6 contains 107270 members 
Mstep: Class 7 contains 175238 members 
Mstep: Class 8 contains 13744 members 
Mstep: Class 9 contains 187904 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 18290 members 
Mstep: Class 12 contains 867 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 66483 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 70103 members 
Mstep: Class 20 contains 1009 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.26372e+08 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 42476 members 
Mstep: Class 4 contains 174578 members 
Mstep: Class 5 contains 22449 members 
Mstep: Class 6 contains 109754 members 
Mstep: Class 7 contains 174792 members 
Mstep: Class 8 contains 13759 members 
Mstep: Class 9 contains 187326 members 
Mstep: Class 10 contains 18590 members 
Mstep: Class 11 contains 18267 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 64709 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 70328 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126372496.000000 Penalty: 68305.296875
Iteration 63Q: 21 clusters Score -1.263725e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 42496 members 
Mstep: Class 4 contains 174097 members 
Mstep: Class 5 contains 22523 members 
Mstep: Class 6 contains 112042 members 
Mstep: Class 7 contains 174332 members 
Mstep: Class 8 contains 13711 members 
Mstep: Class 9 contains 186808 members 
Mstep: Class 10 contains 18624 members 
Mstep: Class 11 contains 18250 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 63081 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 5645 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373264.000000 Penalty: 68305.296875
Iteration 64Q: 21 clusters Score -1.263733e+08 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 42492 members 
Mstep: Class 4 contains 173636 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 114322 members 
Mstep: Class 7 contains 173904 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 186305 members 
Mstep: Class 10 contains 18621 members 
Mstep: Class 11 contains 18249 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 61532 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 1937 members 
Mstep: Class 19 contains 70725 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126374136.000000 Penalty: 68305.296875
Iteration 65Q: 21 clusters Score -1.263741e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 42496 members 
Mstep: Class 4 contains 173211 members 
Mstep: Class 5 contains 22627 members 
Mstep: Class 6 contains 116405 members 
Mstep: Class 7 contains 173524 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 185778 members 
Mstep: Class 10 contains 18625 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 60105 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 70913 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126374944.000000 Penalty: 68305.296875
Iteration 66Q: 21 clusters Score -1.263749e+08 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 42514 members 
Mstep: Class 4 contains 172873 members 
Mstep: Class 5 contains 22666 members 
Mstep: Class 6 contains 118413 members 
Mstep: Class 7 contains 173076 members 
Mstep: Class 8 contains 13479 members 
Mstep: Class 9 contains 185313 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 14 contains 58773 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4761 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 71058 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375520.000000 Penalty: 68305.296875
Iteration 67Q: 21 clusters Score -1.263755e+08 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 42509 members 
Mstep: Class 4 contains 172558 members 
Mstep: Class 5 contains 22692 members 
Mstep: Class 6 contains 120386 members 
Mstep: Class 7 contains 172630 members 
Mstep: Class 8 contains 13427 members 
Mstep: Class 9 contains 184783 members 
Mstep: Class 10 contains 18584 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 3580 members 
Mstep: Class 14 contains 57619 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 71165 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375712.000000 Penalty: 68305.296875
Iteration 68Q: 21 clusters Score -1.263757e+08 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 42524 members 
Mstep: Class 4 contains 172276 members 
Mstep: Class 5 contains 22705 members 
Mstep: Class 6 contains 122343 members 
Mstep: Class 7 contains 172052 members 
Mstep: Class 8 contains 13384 members 
Mstep: Class 9 contains 184287 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 14 contains 56536 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4829 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 71231 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376296.000000 Penalty: 68305.296875
Iteration 69Q: 21 clusters Score -1.263763e+08 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 42537 members 
Mstep: Class 4 contains 172064 members 
Mstep: Class 5 contains 22701 members 
Mstep: Class 6 contains 124243 members 
Mstep: Class 7 contains 171475 members 
Mstep: Class 8 contains 13339 members 
Mstep: Class 9 contains 183815 members 
Mstep: Class 10 contains 18653 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 13 contains 3586 members 
Mstep: Class 14 contains 55529 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 71255 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376648.000000 Penalty: 68305.296875
Iteration 70Q: 21 clusters Score -1.263766e+08 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 7105 members 
Mstep: Class 3 contains 42549 members 
Mstep: Class 4 contains 171794 members 
Mstep: Class 5 contains 22696 members 
Mstep: Class 6 contains 126174 members 
Mstep: Class 7 contains 170839 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 183307 members 
Mstep: Class 10 contains 18646 members 
Mstep: Class 11 contains 18173 members 
Mstep: Class 12 contains 643 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 54672 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 71309 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376752.000000 Penalty: 68305.296875
Iteration 71Q: 21 clusters Score -1.263768e+08 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 171481 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 128100 members 
Mstep: Class 7 contains 170044 members 
Mstep: Class 8 contains 13251 members 
Mstep: Class 9 contains 182871 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 18149 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 53929 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4902 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 71349 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377120.000000 Penalty: 68305.296875
Iteration 72Q: 21 clusters Score -1.263771e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 42593 members 
Mstep: Class 4 contains 171230 members 
Mstep: Class 5 contains 22714 members 
Mstep: Class 6 contains 129907 members 
Mstep: Class 7 contains 169238 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 182449 members 
Mstep: Class 10 contains 18696 members 
Mstep: Class 11 contains 18133 members 
Mstep: Class 12 contains 639 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 53286 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 71375 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376880.000000 Penalty: 68305.296875
Iteration 73Q: 21 clusters Score -1.263769e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 42587 members 
Mstep: Class 4 contains 170983 members 
Mstep: Class 5 contains 22725 members 
Mstep: Class 6 contains 131662 members 
Mstep: Class 7 contains 168438 members 
Mstep: Class 8 contains 13188 members 
Mstep: Class 9 contains 182062 members 
Mstep: Class 10 contains 18693 members 
Mstep: Class 11 contains 18130 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 52684 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4920 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 71429 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377192.000000 Penalty: 68305.296875
Iteration 74Q: 21 clusters Score -1.263772e+08 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 42594 members 
Mstep: Class 4 contains 170755 members 
Mstep: Class 5 contains 22740 members 
Mstep: Class 6 contains 133330 members 
Mstep: Class 7 contains 167620 members 
Mstep: Class 8 contains 13167 members 
Mstep: Class 9 contains 181725 members 
Mstep: Class 10 contains 18654 members 
Mstep: Class 11 contains 18114 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 52148 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 71478 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377248.000000 Penalty: 68305.296875
Iteration 75Q: 21 clusters Score -1.263772e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 42616 members 
Mstep: Class 4 contains 170552 members 
Mstep: Class 5 contains 22751 members 
Mstep: Class 6 contains 134883 members 
Mstep: Class 7 contains 166826 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 181394 members 
Mstep: Class 10 contains 18612 members 
Mstep: Class 11 contains 18108 members 
Mstep: Class 12 contains 624 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 51687 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 6502 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 71527 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377256.000000 Penalty: 68305.296875
Iteration 76Q: 21 clusters Score -1.263773e+08 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 42627 members 
Mstep: Class 4 contains 170370 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 136360 members 
Mstep: Class 7 contains 166057 members 
Mstep: Class 8 contains 13123 members 
Mstep: Class 9 contains 181060 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18091 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 51288 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4933 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 71554 members 
Mstep: Class 20 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377112.000000 Penalty: 68305.296875
Iteration 77Q: 21 clusters Score -1.263771e+08 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 42666 members 
Mstep: Class 4 contains 170257 members 
Mstep: Class 5 contains 22807 members 
Mstep: Class 6 contains 137747 members 
Mstep: Class 7 contains 165275 members 
Mstep: Class 8 contains 13101 members 
Mstep: Class 9 contains 180682 members 
Mstep: Class 10 contains 18533 members 
Mstep: Class 11 contains 18072 members 
Mstep: Class 12 contains 617 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50936 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4957 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 1932 members 
Mstep: Class 19 contains 71579 members 
Mstep: Class 20 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376648.000000 Penalty: 68305.296875
Iteration 78Q: 21 clusters Score -1.263766e+08 nChanged 4709
Entering ConstructFrom: 
Score: -126376648.000000 Penalty: 68305.296875
Entering ConstructFrom: 
Trying to split cluster 1 (37639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Entering Unmasked Estep 
Score: -5154504.000000 Penalty: 2612.877441
	Iteration 0F: 2 clusters Score -5154504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5128934.000000 Penalty: 5225.754883
	Iteration 0F: 3 clusters Score -5128934 nChanged 17073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -5138314.000000 Penalty: 5225.754883
	Iteration 1F: 3 clusters Score -5138314 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -5138956.000000 Penalty: 5225.754883
	Iteration 2Q: 3 clusters Score -5138956 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5139590.000000 Penalty: 5225.754883
	Iteration 3Q: 3 clusters Score -5139590 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -5140422.500000 Penalty: 5225.754883
	Iteration 4Q: 3 clusters Score -5140422 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -5141345.000000 Penalty: 5225.754883
	Iteration 5Q: 3 clusters Score -5141345 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -5142398.000000 Penalty: 5225.754883
	Iteration 6Q: 3 clusters Score -5142398 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -5143584.000000 Penalty: 5225.754883
	Iteration 7Q: 3 clusters Score -5143584 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -5145008.000000 Penalty: 5225.754883
	Iteration 8F: 3 clusters Score -5145008 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -5146394.000000 Penalty: 5225.754883
	Iteration 9Q: 3 clusters Score -5146394 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -5147720.000000 Penalty: 5225.754883
	Iteration 10Q: 3 clusters Score -5147720 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -5148717.500000 Penalty: 5225.754883
	Iteration 11Q: 3 clusters Score -5148718 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -5149528.500000 Penalty: 5225.754883
	Iteration 12Q: 3 clusters Score -5149528 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5150206.000000 Penalty: 5225.754883
	Iteration 13Q: 3 clusters Score -5150206 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5150720.500000 Penalty: 5225.754883
	Iteration 14Q: 3 clusters Score -5150720 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5151145.500000 Penalty: 5225.754883
	Iteration 15Q: 3 clusters Score -5151146 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5151461.000000 Penalty: 5225.754883
	Iteration 16Q: 3 clusters Score -5151461 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5151684.000000 Penalty: 5225.754883
	Iteration 17Q: 3 clusters Score -5151684 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5151815.500000 Penalty: 5225.754883
	Iteration 18Q: 3 clusters Score -5151816 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5151911.000000 Penalty: 5225.754883
	Iteration 19Q: 3 clusters Score -5151911 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5151995.500000 Penalty: 5225.754883
	Iteration 20F: 3 clusters Score -5151996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5152075.000000 Penalty: 5225.754883
	Iteration 21Q: 3 clusters Score -5152075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5152109.500000 Penalty: 5225.754883
	Iteration 22Q: 3 clusters Score -5152110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5152149.500000 Penalty: 5225.754883
	Iteration 23Q: 3 clusters Score -5152150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5152167.000000 Penalty: 5225.754883
	Iteration 24Q: 3 clusters Score -5152167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5152188.500000 Penalty: 5225.754883
	Iteration 25Q: 3 clusters Score -5152188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5152209.000000 Penalty: 5225.754883
	Iteration 26Q: 3 clusters Score -5152209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5152221.500000 Penalty: 5225.754883
	Iteration 27Q: 3 clusters Score -5152222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5152242.000000 Penalty: 5225.754883
	Iteration 28Q: 3 clusters Score -5152242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5152250.500000 Penalty: 5225.754883
	Iteration 29Q: 3 clusters Score -5152250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5152260.500000 Penalty: 5225.754883
	Iteration 30Q: 3 clusters Score -5152260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5152279.500000 Penalty: 5225.754883
	Iteration 31Q: 3 clusters Score -5152280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5152288.000000 Penalty: 5225.754883
	Iteration 32Q: 3 clusters Score -5152288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5152292.500000 Penalty: 5225.754883
	Iteration 33Q: 3 clusters Score -5152292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5152298.000000 Penalty: 5225.754883
	Iteration 34Q: 3 clusters Score -5152298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5152311.500000 Penalty: 5225.754883
	Iteration 35Q: 3 clusters Score -5152312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5152315.500000 Penalty: 5225.754883
	Iteration 36Q: 3 clusters Score -5152316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5152333.000000 Penalty: 5225.754883
	Iteration 37Q: 3 clusters Score -5152333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5152342.000000 Penalty: 5225.754883
	Iteration 38Q: 3 clusters Score -5152342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5152349.000000 Penalty: 5225.754883
	Iteration 39Q: 3 clusters Score -5152349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5152354.000000 Penalty: 5225.754883
	Iteration 40F: 3 clusters Score -5152354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5152355.000000 Penalty: 5225.754883
	Iteration 41Q: 3 clusters Score -5152355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5152358.000000 Penalty: 5225.754883
	Iteration 42Q: 3 clusters Score -5152358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5152364.000000 Penalty: 5225.754883
	Iteration 43Q: 3 clusters Score -5152364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5152369.000000 Penalty: 5225.754883
	Iteration 44Q: 3 clusters Score -5152369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5152377.000000 Penalty: 5225.754883
	Iteration 45Q: 3 clusters Score -5152377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5152378.500000 Penalty: 5225.754883
	Iteration 46Q: 3 clusters Score -5152378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5152377.000000 Penalty: 5225.754883
	Iteration 47Q: 3 clusters Score -5152377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5152377.000000 Penalty: 5225.754883
	Iteration 48F: 3 clusters Score -5152377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -933938.187500 Penalty: 2201.936523
	Iteration 0F: 2 clusters Score -933938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -927999.687500 Penalty: 4403.873047
	Iteration 0F: 3 clusters Score -927999.7 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -929568.250000 Penalty: 4403.873047
	Iteration 1F: 3 clusters Score -929568.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -929838.125000 Penalty: 4403.873047
	Iteration 2F: 3 clusters Score -929838.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -930021.000000 Penalty: 4403.873047
	Iteration 3F: 3 clusters Score -930021 nChanged 296
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: -930146.437500 Penalty: 4403.873047
	Iteration 4Q: 3 clusters Score -930146.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -930235.625000 Penalty: 4403.873047
	Iteration 5Q: 3 clusters Score -930235.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -930311.812500 Penalty: 4403.873047
	Iteration 6Q: 3 clusters Score -930311.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -930392.687500 Penalty: 4403.873047
	Iteration 7Q: 3 clusters Score -930392.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -930481.562500 Penalty: 4403.873047
	Iteration 8Q: 3 clusters Score -930481.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -930572.312500 Penalty: 4403.873047
	Iteration 9Q: 3 clusters Score -930572.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -930686.750000 Penalty: 4403.873047
	Iteration 10Q: 3 clusters Score -930686.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -930838.687500 Penalty: 4403.873047
	Iteration 11Q: 3 clusters Score -930838.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -931017.375000 Penalty: 4403.873047
	Iteration 12Q: 3 clusters Score -931017.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -931185.812500 Penalty: 4403.873047
	Iteration 13Q: 3 clusters Score -931185.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -931336.375000 Penalty: 4403.873047
	Iteration 14Q: 3 clusters Score -931336.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -931477.250000 Penalty: 4403.873047
	Iteration 15Q: 3 clusters Score -931477.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -931598.375000 Penalty: 4403.873047
	Iteration 16Q: 3 clusters Score -931598.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -931707.812500 Penalty: 4403.873047
	Iteration 17Q: 3 clusters Score -931707.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -931833.500000 Penalty: 4403.873047
	Iteration 18Q: 3 clusters Score -931833.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -931954.312500 Penalty: 4403.873047
	Iteration 19Q: 3 clusters Score -931954.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -932041.500000 Penalty: 4403.873047
	Iteration 20F: 3 clusters Score -932041.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -932105.500000 Penalty: 4403.873047
	Iteration 21Q: 3 clusters Score -932105.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -932145.312500 Penalty: 4403.873047
	Iteration 22Q: 3 clusters Score -932145.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -932172.437500 Penalty: 4403.873047
	Iteration 23Q: 3 clusters Score -932172.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -932193.437500 Penalty: 4403.873047
	Iteration 24Q: 3 clusters Score -932193.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -932208.750000 Penalty: 4403.873047
	Iteration 25Q: 3 clusters Score -932208.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -932219.125000 Penalty: 4403.873047
	Iteration 26Q: 3 clusters Score -932219.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -932230.750000 Penalty: 4403.873047
	Iteration 27Q: 3 clusters Score -932230.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -932237.375000 Penalty: 4403.873047
	Iteration 28Q: 3 clusters Score -932237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -932245.062500 Penalty: 4403.873047
	Iteration 29Q: 3 clusters Score -932245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -932249.750000 Penalty: 4403.873047
	Iteration 30Q: 3 clusters Score -932249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -932254.625000 Penalty: 4403.873047
	Iteration 31Q: 3 clusters Score -932254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -932257.625000 Penalty: 4403.873047
	Iteration 32Q: 3 clusters Score -932257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -932261.437500 Penalty: 4403.873047
	Iteration 33Q: 3 clusters Score -932261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -932263.250000 Penalty: 4403.873047
	Iteration 34Q: 3 clusters Score -932263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -932265.250000 Penalty: 4403.873047
	Iteration 35Q: 3 clusters Score -932265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -932266.562500 Penalty: 4403.873047
	Iteration 36Q: 3 clusters Score -932266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -932266.125000 Penalty: 4403.873047
	Iteration 37Q: 3 clusters Score -932266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -932269.187500 Penalty: 4403.873047
	Iteration 38Q: 3 clusters Score -932269.2 nChanged 4
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: -932270.000000 Penalty: 4403.873047
	Iteration 39Q: 3 clusters Score -932270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -932272.812500 Penalty: 4403.873047
	Iteration 40F: 3 clusters Score -932272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Entering Unmasked Estep 
Score: -5496646.500000 Penalty: 2644.083252
	Iteration 0F: 2 clusters Score -5496646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5467732.500000 Penalty: 5288.166504
	Iteration 0F: 3 clusters Score -5467732 nChanged 19679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5478749.500000 Penalty: 5288.166504
	Iteration 1F: 3 clusters Score -5478750 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5479646.000000 Penalty: 5288.166504
	Iteration 2Q: 3 clusters Score -5479646 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5481059.500000 Penalty: 5288.166504
	Iteration 3F: 3 clusters Score -5481060 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5483225.500000 Penalty: 5288.166504
	Iteration 4F: 3 clusters Score -5483226 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5485900.500000 Penalty: 5288.166504
	Iteration 5F: 3 clusters Score -5485900 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5488358.500000 Penalty: 5288.166504
	Iteration 6F: 3 clusters Score -5488358 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5490188.500000 Penalty: 5288.166504
	Iteration 7F: 3 clusters Score -5490188 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5491251.000000 Penalty: 5288.166504
	Iteration 8Q: 3 clusters Score -5491251 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -5491947.000000 Penalty: 5288.166504
	Iteration 9Q: 3 clusters Score -5491947 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -5492391.500000 Penalty: 5288.166504
	Iteration 10Q: 3 clusters Score -5492392 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5492730.000000 Penalty: 5288.166504
	Iteration 11Q: 3 clusters Score -5492730 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5492998.500000 Penalty: 5288.166504
	Iteration 12Q: 3 clusters Score -5492998 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -5493209.500000 Penalty: 5288.166504
	Iteration 13Q: 3 clusters Score -5493210 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -5493395.500000 Penalty: 5288.166504
	Iteration 14Q: 3 clusters Score -5493396 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5493584.000000 Penalty: 5288.166504
	Iteration 15Q: 3 clusters Score -5493584 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -5493669.000000 Penalty: 5288.166504
	Iteration 16Q: 3 clusters Score -5493669 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -5493749.500000 Penalty: 5288.166504
	Iteration 17Q: 3 clusters Score -5493750 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -5493856.000000 Penalty: 5288.166504
	Iteration 18Q: 3 clusters Score -5493856 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -5493934.500000 Penalty: 5288.166504
	Iteration 19Q: 3 clusters Score -5493934 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5494027.500000 Penalty: 5288.166504
	Iteration 20F: 3 clusters Score -5494028 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5494107.500000 Penalty: 5288.166504
	Iteration 21Q: 3 clusters Score -5494108 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5494196.500000 Penalty: 5288.166504
	Iteration 22Q: 3 clusters Score -5494196 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -5494276.000000 Penalty: 5288.166504
	Iteration 23Q: 3 clusters Score -5494276 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -5494324.000000 Penalty: 5288.166504
	Iteration 24Q: 3 clusters Score -5494324 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5494388.000000 Penalty: 5288.166504
	Iteration 25Q: 3 clusters Score -5494388 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5494452.000000 Penalty: 5288.166504
	Iteration 26Q: 3 clusters Score -5494452 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5494538.500000 Penalty: 5288.166504
	Iteration 27Q: 3 clusters Score -5494538 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -5494558.000000 Penalty: 5288.166504
	Iteration 28Q: 3 clusters Score -5494558 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5494623.000000 Penalty: 5288.166504
	Iteration 29Q: 3 clusters Score -5494623 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5494674.500000 Penalty: 5288.166504
	Iteration 30Q: 3 clusters Score -5494674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5494739.000000 Penalty: 5288.166504
	Iteration 31Q: 3 clusters Score -5494739 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5494764.000000 Penalty: 5288.166504
	Iteration 32Q: 3 clusters Score -5494764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5494796.500000 Penalty: 5288.166504
	Iteration 33Q: 3 clusters Score -5494796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5494831.500000 Penalty: 5288.166504
	Iteration 34Q: 3 clusters Score -5494832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5494870.000000 Penalty: 5288.166504
	Iteration 35Q: 3 clusters Score -5494870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5494895.000000 Penalty: 5288.166504
	Iteration 36Q: 3 clusters Score -5494895 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5494909.500000 Penalty: 5288.166504
	Iteration 37Q: 3 clusters Score -5494910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5494943.500000 Penalty: 5288.166504
	Iteration 38Q: 3 clusters Score -5494944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5494982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5495030.500000 Penalty: 5288.166504
	Iteration 40F: 3 clusters Score -5495030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5495102.500000 Penalty: 5288.166504
	Iteration 41Q: 3 clusters Score -5495102 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5495208 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5495420.500000 Penalty: 5288.166504
	Iteration 43Q: 3 clusters Score -5495420 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5495698.000000 Penalty: 5288.166504
	Iteration 44Q: 3 clusters Score -5495698 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5496162.000000 Penalty: 5288.166504
	Iteration 45Q: 3 clusters Score -5496162 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5496585.000000 Penalty: 5288.166504
	Iteration 46Q: 3 clusters Score -5496585 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5496780.500000 Penalty: 5288.166504
	Iteration 47Q: 3 clusters Score -5496780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5496938.500000 Penalty: 5288.166504
	Iteration 48Q: 3 clusters Score -5496938 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5497039.500000 Penalty: 5288.166504
	Iteration 49Q: 3 clusters Score -5497040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5497131.000000 Penalty: 5288.166504
	Iteration 50Q: 3 clusters Score -5497131 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5497184.000000 Penalty: 5288.166504
	Iteration 51Q: 3 clusters Score -5497184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5497228.000000 Penalty: 5288.166504
	Iteration 52Q: 3 clusters Score -5497228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5497258.500000 Penalty: 5288.166504
	Iteration 53Q: 3 clusters Score -5497258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5497295.000000 Penalty: 5288.166504
	Iteration 54Q: 3 clusters Score -5497295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5497326.500000 Penalty: 5288.166504
	Iteration 55Q: 3 clusters Score -5497326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5497354.500000 Penalty: 5288.166504
	Iteration 56Q: 3 clusters Score -5497354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5497376.500000 Penalty: 5288.166504
	Iteration 57Q: 3 clusters Score -5497376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5497381.500000 Penalty: 5288.166504
	Iteration 58Q: 3 clusters Score -5497382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5497384.500000 Penalty: 5288.166504
	Iteration 59Q: 3 clusters Score -5497384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5497455.000000 Penalty: 5288.166504
	Iteration 60F: 3 clusters Score -5497455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5497533.000000 Penalty: 5288.166504
	Iteration 61Q: 3 clusters Score -5497533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5497575.000000 Penalty: 5288.166504
	Iteration 62Q: 3 clusters Score -5497575 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5497623.500000 Penalty: 5288.166504
	Iteration 63Q: 3 clusters Score -5497624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5497661.500000 Penalty: 5288.166504
	Iteration 64Q: 3 clusters Score -5497662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -5497692.500000 Penalty: 5288.166504
	Iteration 65Q: 3 clusters Score -5497692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5497714.500000 Penalty: 5288.166504
	Iteration 66Q: 3 clusters Score -5497714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5497722.500000 Penalty: 5288.166504
	Iteration 67Q: 3 clusters Score -5497722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5497738.500000 Penalty: 5288.166504
	Iteration 68Q: 3 clusters Score -5497738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5497742.500000 Penalty: 5288.166504
	Iteration 69Q: 3 clusters Score -5497742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5497758.500000 Penalty: 5288.166504
	Iteration 70Q: 3 clusters Score -5497758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5497775.500000 Penalty: 5288.166504
	Iteration 71Q: 3 clusters Score -5497776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5497786.500000 Penalty: 5288.166504
	Iteration 72Q: 3 clusters Score -5497786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5497793.500000 Penalty: 5288.166504
	Iteration 73Q: 3 clusters Score -5497794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5497797.500000 Penalty: 5288.166504
	Iteration 74Q: 3 clusters Score -5497798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5497793.500000 Penalty: 5288.166504
	Iteration 75Q: 3 clusters Score -5497794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5497795.500000 Penalty: 5288.166504
	Iteration 76Q: 3 clusters Score -5497796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -5497801.000000 Penalty: 5288.166504
	Iteration 77Q: 3 clusters Score -5497801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -5497811.000000 Penalty: 5288.166504
	Iteration 78Q: 3 clusters Score -5497811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5497819.000000 Penalty: 5288.166504
	Iteration 79Q: 3 clusters Score -5497819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5497814.000000 Penalty: 5288.166504
	Iteration 80F: 3 clusters Score -5497814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5497819.000000 Penalty: 5288.166504
	Iteration 81Q: 3 clusters Score -5497819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5497815.500000 Penalty: 5288.166504
	Iteration 82Q: 3 clusters Score -5497816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5497815.000000 Penalty: 5288.166504
	Iteration 83Q: 3 clusters Score -5497815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5497810.000000 Penalty: 5288.166504
	Iteration 84Q: 3 clusters Score -5497810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5497819.000000 Penalty: 5288.166504
	Iteration 85Q: 3 clusters Score -5497819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5497820.000000 Penalty: 5288.166504
	Iteration 86Q: 3 clusters Score -5497820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -5497823.000000 Penalty: 5288.166504
	Iteration 87Q: 3 clusters Score -5497823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5497829.500000 Penalty: 5288.166504
	Iteration 88Q: 3 clusters Score -5497830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5497834.500000 Penalty: 5288.166504
	Iteration 89Q: 3 clusters Score -5497834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5497832.500000 Penalty: 5288.166504
	Iteration 90Q: 3 clusters Score -5497832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5497826.000000 Penalty: 5288.166504
	Iteration 91Q: 3 clusters Score -5497826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5497828.000000 Penalty: 5288.166504
	Iteration 92Q: 3 clusters Score -5497828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -5497831.000000 Penalty: 5288.166504
	Iteration 93Q: 3 clusters Score -5497831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5497820.500000 Penalty: 5288.166504
	Iteration 94Q: 3 clusters Score -5497820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5497826.500000 Penalty: 5288.166504
	Iteration 95Q: 3 clusters Score -5497826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5497823.500000 Penalty: 5288.166504
	Iteration 96Q: 3 clusters Score -5497824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -5497833.000000 Penalty: 5288.166504
	Iteration 97Q: 3 clusters Score -5497833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5497830.000000 Penalty: 5288.166504
	Iteration 98Q: 3 clusters Score -5497830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5497832.000000 Penalty: 5288.166504
	Iteration 99Q: 3 clusters Score -5497832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5497831.000000 Penalty: 5288.166504
	Iteration 100F: 3 clusters Score -5497831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5497831.000000 Penalty: 5288.166504
	Iteration 101Q: 3 clusters Score -5497831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -5497830.000000 Penalty: 5288.166504
	Iteration 102Q: 3 clusters Score -5497830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5497830.500000 Penalty: 5288.166504
	Iteration 103Q: 3 clusters Score -5497830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5497827.000000 Penalty: 5288.166504
	Iteration 104Q: 3 clusters Score -5497827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5497829.500000 Penalty: 5288.166504
	Iteration 105Q: 3 clusters Score -5497830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5497832.500000 Penalty: 5288.166504
	Iteration 106Q: 3 clusters Score -5497832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -5497837.500000 Penalty: 5288.166504
	Iteration 107Q: 3 clusters Score -5497838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5497834.000000 Penalty: 5288.166504
	Iteration 108Q: 3 clusters Score -5497834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5497835.500000 Penalty: 5288.166504
	Iteration 109Q: 3 clusters Score -5497836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -5497843.500000 Penalty: 5288.166504
	Iteration 110Q: 3 clusters Score -5497844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5497836.000000 Penalty: 5288.166504
	Iteration 111Q: 3 clusters Score -5497836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5497835.500000 Penalty: 5288.166504
	Iteration 112Q: 3 clusters Score -5497836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5497838.500000 Penalty: 5288.166504
	Iteration 113Q: 3 clusters Score -5497838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5497842.000000 Penalty: 5288.166504
	Iteration 114Q: 3 clusters Score -5497842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5497839.000000 Penalty: 5288.166504
	Iteration 115Q: 3 clusters Score -5497839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5497842.500000 Penalty: 5288.166504
	Iteration 116Q: 3 clusters Score -5497842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5497841.000000 Penalty: 5288.166504
	Iteration 117Q: 3 clusters Score -5497841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5497836.500000 Penalty: 5288.166504
	Iteration 118Q: 3 clusters Score -5497836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5497841.500000 Penalty: 5288.166504
	Iteration 119Q: 3 clusters Score -5497842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5497841.500000 Penalty: 5288.166504
	Iteration 120F: 3 clusters Score -5497842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 170095 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 139060 members 
Mstep: Class 7 contains 164525 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 180321 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 71598 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 37526 members 
Entering Unmasked Estep 
Score: -126377296.000000 Penalty: 71720.562500
Splitting cluster 3 changes total score from -126376648.000000 to -126377296.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (170095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170095 members 
Entering Unmasked Estep 
Score: -23063488.000000 Penalty: 2986.939941
	Iteration 0F: 2 clusters Score -2.306349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -22953358.000000 Penalty: 5973.879883
	Iteration 0F: 3 clusters Score -2.295336e+07 nChanged 81180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -23000460.000000 Penalty: 5973.879883
	Iteration 1F: 3 clusters Score -2.300046e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -23001418.000000 Penalty: 5973.879883
	Iteration 2Q: 3 clusters Score -2.300142e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -23003026.000000 Penalty: 5973.879883
	Iteration 3Q: 3 clusters Score -2.300303e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -23005624.000000 Penalty: 5973.879883
	Iteration 4Q: 3 clusters Score -2.300562e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -23010340.000000 Penalty: 5973.879883
	Iteration 5F: 3 clusters Score -2.301034e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120498 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -23018242.000000 Penalty: 5973.879883
	Iteration 6F: 3 clusters Score -2.301824e+07 nChanged 14213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134395 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -23029718.000000 Penalty: 5973.879883
	Iteration 7F: 3 clusters Score -2.302972e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -23041922.000000 Penalty: 5973.879883
	Iteration 8F: 3 clusters Score -2.304192e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -23051836.000000 Penalty: 5973.879883
	Iteration 9F: 3 clusters Score -2.305184e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -23056640.000000 Penalty: 5973.879883
	Iteration 10Q: 3 clusters Score -2.305664e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -23058938.000000 Penalty: 5973.879883
	Iteration 11Q: 3 clusters Score -2.305894e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -23060112.000000 Penalty: 5973.879883
	Iteration 12Q: 3 clusters Score -2.306011e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168248 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23060578.000000 Penalty: 5973.879883
	Iteration 13Q: 3 clusters Score -2.306058e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -23060864.000000 Penalty: 5973.879883
	Iteration 14Q: 3 clusters Score -2.306086e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23061022.000000 Penalty: 5973.879883
	Iteration 15Q: 3 clusters Score -2.306102e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23061126.000000 Penalty: 5973.879883
	Iteration 16Q: 3 clusters Score -2.306113e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -23061164.000000 Penalty: 5973.879883
	Iteration 17Q: 3 clusters Score -2.306116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23061224.000000 Penalty: 5973.879883
	Iteration 18Q: 3 clusters Score -2.306122e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -23061290.000000 Penalty: 5973.879883
	Iteration 19Q: 3 clusters Score -2.306129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23061324.000000 Penalty: 5973.879883
	Iteration 20F: 3 clusters Score -2.306132e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -23061366.000000 Penalty: 5973.879883
	Iteration 21Q: 3 clusters Score -2.306137e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23061362.000000 Penalty: 5973.879883
	Iteration 22Q: 3 clusters Score -2.306136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23061372.000000 Penalty: 5973.879883
	Iteration 23Q: 3 clusters Score -2.306137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -23061366.000000 Penalty: 5973.879883
	Iteration 24Q: 3 clusters Score -2.306137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23061380.000000 Penalty: 5973.879883
	Iteration 25Q: 3 clusters Score -2.306138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -23061366.000000 Penalty: 5973.879883
	Iteration 26Q: 3 clusters Score -2.306137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23061384.000000 Penalty: 5973.879883
	Iteration 27Q: 3 clusters Score -2.306138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -23061388.000000 Penalty: 5973.879883
	Iteration 28Q: 3 clusters Score -2.306139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23061414.000000 Penalty: 5973.879883
	Iteration 29Q: 3 clusters Score -2.306141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23061418.000000 Penalty: 5973.879883
	Iteration 30Q: 3 clusters Score -2.306142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23061426.000000 Penalty: 5973.879883
	Iteration 31Q: 3 clusters Score -2.306143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23061410.000000 Penalty: 5973.879883
	Iteration 32Q: 3 clusters Score -2.306141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23061406.000000 Penalty: 5973.879883
	Iteration 33Q: 3 clusters Score -2.306141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23061418.000000 Penalty: 5973.879883
	Iteration 34Q: 3 clusters Score -2.306142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23061410.000000 Penalty: 5973.879883
	Iteration 35Q: 3 clusters Score -2.306141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23061416.000000 Penalty: 5973.879883
	Iteration 36Q: 3 clusters Score -2.306142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23061416.000000 Penalty: 5973.879883
	Iteration 37Q: 3 clusters Score -2.306142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23061418.000000 Penalty: 5973.879883
	Iteration 38Q: 3 clusters Score -2.306142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23061418.000000 Penalty: 5973.879883
	Iteration 39F: 3 clusters Score -2.306142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Entering Unmasked Estep 
Score: -3132642.250000 Penalty: 2488.701172
	Iteration 0F: 2 clusters Score -3132642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3116754.750000 Penalty: 4977.402344
	Iteration 0F: 3 clusters Score -3116755 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3122126.000000 Penalty: 4977.402344
	Iteration 1F: 3 clusters Score -3122126 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3122466.250000 Penalty: 4977.402344
	Iteration 2Q: 3 clusters Score -3122466 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3122732.750000 Penalty: 4977.402344
	Iteration 3Q: 3 clusters Score -3122733 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3122968.000000 Penalty: 4977.402344
	Iteration 4Q: 3 clusters Score -3122968 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3123174.000000 Penalty: 4977.402344
	Iteration 5Q: 3 clusters Score -3123174 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3123353.250000 Penalty: 4977.402344
	Iteration 6Q: 3 clusters Score -3123353 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3123543.250000 Penalty: 4977.402344
	Iteration 7Q: 3 clusters Score -3123543 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3123800.250000 Penalty: 4977.402344
	Iteration 8Q: 3 clusters Score -3123800 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3124126.750000 Penalty: 4977.402344
	Iteration 9Q: 3 clusters Score -3124127 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3124561.250000 Penalty: 4977.402344
	Iteration 10Q: 3 clusters Score -3124561 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3125227.750000 Penalty: 4977.402344
	Iteration 11Q: 3 clusters Score -3125228 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3126186.750000 Penalty: 4977.402344
	Iteration 12F: 3 clusters Score -3126187 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3127313.500000 Penalty: 4977.402344
	Iteration 13F: 3 clusters Score -3127314 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3128352.250000 Penalty: 4977.402344
	Iteration 14F: 3 clusters Score -3128352 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3129173.000000 Penalty: 4977.402344
	Iteration 15Q: 3 clusters Score -3129173 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3129716.250000 Penalty: 4977.402344
	Iteration 16Q: 3 clusters Score -3129716 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3129998.750000 Penalty: 4977.402344
	Iteration 17Q: 3 clusters Score -3129999 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3130163.750000 Penalty: 4977.402344
	Iteration 18Q: 3 clusters Score -3130164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3130274.000000 Penalty: 4977.402344
	Iteration 19Q: 3 clusters Score -3130274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3130346.250000 Penalty: 4977.402344
	Iteration 20F: 3 clusters Score -3130346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3130401.250000 Penalty: 4977.402344
	Iteration 21Q: 3 clusters Score -3130401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3130432.500000 Penalty: 4977.402344
	Iteration 22Q: 3 clusters Score -3130432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3130452.750000 Penalty: 4977.402344
	Iteration 23Q: 3 clusters Score -3130453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3130469.750000 Penalty: 4977.402344
	Iteration 24Q: 3 clusters Score -3130470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3130473.250000 Penalty: 4977.402344
	Iteration 25Q: 3 clusters Score -3130473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3130478.250000 Penalty: 4977.402344
	Iteration 26Q: 3 clusters Score -3130478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3130483.000000 Penalty: 4977.402344
	Iteration 27Q: 3 clusters Score -3130483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3130479.500000 Penalty: 4977.402344
	Iteration 28Q: 3 clusters Score -3130480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3130481.250000 Penalty: 4977.402344
	Iteration 29Q: 3 clusters Score -3130481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3130484.000000 Penalty: 4977.402344
	Iteration 30Q: 3 clusters Score -3130484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3130484.000000 Penalty: 4977.402344
	Iteration 31Q: 3 clusters Score -3130484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3130482.500000 Penalty: 4977.402344
	Iteration 32Q: 3 clusters Score -3130482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3130489.000000 Penalty: 4977.402344
	Iteration 33Q: 3 clusters Score -3130489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3130488.250000 Penalty: 4977.402344
	Iteration 34Q: 3 clusters Score -3130488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3130488.250000 Penalty: 4977.402344
	Iteration 35F: 3 clusters Score -3130488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (139060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139060 members 
Entering Unmasked Estep 
Score: -18817956.000000 Penalty: 2936.979980
	Iteration 0F: 2 clusters Score -1.881796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -18725936.000000 Penalty: 5873.959961
	Iteration 0F: 3 clusters Score -1.872594e+07 nChanged 66464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -18764346.000000 Penalty: 5873.959961
	Iteration 1F: 3 clusters Score -1.876435e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -18765598.000000 Penalty: 5873.959961
	Iteration 2Q: 3 clusters Score -1.87656e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -18767630.000000 Penalty: 5873.959961
	Iteration 3Q: 3 clusters Score -1.876763e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -18770996.000000 Penalty: 5873.959961
	Iteration 4Q: 3 clusters Score -1.8771e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -18776408.000000 Penalty: 5873.959961
	Iteration 5F: 3 clusters Score -1.877641e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -18784644.000000 Penalty: 5873.959961
	Iteration 6F: 3 clusters Score -1.878464e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -18794504.000000 Penalty: 5873.959961
	Iteration 7F: 3 clusters Score -1.87945e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -18802838.000000 Penalty: 5873.959961
	Iteration 8F: 3 clusters Score -1.880284e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -18806598.000000 Penalty: 5873.959961
	Iteration 9Q: 3 clusters Score -1.88066e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -18808214.000000 Penalty: 5873.959961
	Iteration 10Q: 3 clusters Score -1.880821e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -18809028.000000 Penalty: 5873.959961
	Iteration 11Q: 3 clusters Score -1.880903e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -18809722.000000 Penalty: 5873.959961
	Iteration 12Q: 3 clusters Score -1.880972e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -18810316.000000 Penalty: 5873.959961
	Iteration 13Q: 3 clusters Score -1.881032e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -18810660.000000 Penalty: 5873.959961
	Iteration 14Q: 3 clusters Score -1.881066e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -18811054.000000 Penalty: 5873.959961
	Iteration 15Q: 3 clusters Score -1.881105e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -18811472.000000 Penalty: 5873.959961
	Iteration 16Q: 3 clusters Score -1.881147e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109086 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -18811978.000000 Penalty: 5873.959961
	Iteration 17Q: 3 clusters Score -1.881198e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -18812420.000000 Penalty: 5873.959961
	Iteration 18Q: 3 clusters Score -1.881242e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113206 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -18812782.000000 Penalty: 5873.959961
	Iteration 19Q: 3 clusters Score -1.881278e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115326 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -18813116.000000 Penalty: 5873.959961
	Iteration 20F: 3 clusters Score -1.881312e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -18813320.000000 Penalty: 5873.959961
	Iteration 21Q: 3 clusters Score -1.881332e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -18813616.000000 Penalty: 5873.959961
	Iteration 22Q: 3 clusters Score -1.881362e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -18813900.000000 Penalty: 5873.959961
	Iteration 23Q: 3 clusters Score -1.88139e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -18814144.000000 Penalty: 5873.959961
	Iteration 24Q: 3 clusters Score -1.881414e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124519 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -18814390.000000 Penalty: 5873.959961
	Iteration 25Q: 3 clusters Score -1.881439e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -18814706.000000 Penalty: 5873.959961
	Iteration 26Q: 3 clusters Score -1.881471e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -18814818.000000 Penalty: 5873.959961
	Iteration 27Q: 3 clusters Score -1.881482e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -18815054.000000 Penalty: 5873.959961
	Iteration 28Q: 3 clusters Score -1.881505e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -18815198.000000 Penalty: 5873.959961
	Iteration 29Q: 3 clusters Score -1.88152e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -18815254.000000 Penalty: 5873.959961
	Iteration 30Q: 3 clusters Score -1.881525e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131297 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -18815454.000000 Penalty: 5873.959961
	Iteration 31Q: 3 clusters Score -1.881545e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132059 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -18815422.000000 Penalty: 5873.959961
	Iteration 32Q: 3 clusters Score -1.881542e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -18815522.000000 Penalty: 5873.959961
	Iteration 33Q: 3 clusters Score -1.881552e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133298 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -18815602.000000 Penalty: 5873.959961
	Iteration 34Q: 3 clusters Score -1.88156e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -18815594.000000 Penalty: 5873.959961
	Iteration 35Q: 3 clusters Score -1.881559e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134233 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -18815664.000000 Penalty: 5873.959961
	Iteration 36Q: 3 clusters Score -1.881566e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -18815716.000000 Penalty: 5873.959961
	Iteration 37Q: 3 clusters Score -1.881572e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -18815828.000000 Penalty: 5873.959961
	Iteration 38Q: 3 clusters Score -1.881583e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -18815822.000000 Penalty: 5873.959961
	Iteration 39Q: 3 clusters Score -1.881582e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135578 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -18815894.000000 Penalty: 5873.959961
	Iteration 40F: 3 clusters Score -1.881589e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135857 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -18815972.000000 Penalty: 5873.959961
	Iteration 41Q: 3 clusters Score -1.881597e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136081 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -18816078.000000 Penalty: 5873.959961
	Iteration 42Q: 3 clusters Score -1.881608e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136277 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -18816078.000000 Penalty: 5873.959961
	Iteration 43Q: 3 clusters Score -1.881608e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136443 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -18816104.000000 Penalty: 5873.959961
	Iteration 44Q: 3 clusters Score -1.88161e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -18816130.000000 Penalty: 5873.959961
	Iteration 45Q: 3 clusters Score -1.881613e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -18816148.000000 Penalty: 5873.959961
	Iteration 46Q: 3 clusters Score -1.881615e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -18816110.000000 Penalty: 5873.959961
	Iteration 47Q: 3 clusters Score -1.881611e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136863 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -18816120.000000 Penalty: 5873.959961
	Iteration 48Q: 3 clusters Score -1.881612e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136917 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -18816118.000000 Penalty: 5873.959961
	Iteration 49Q: 3 clusters Score -1.881612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136963 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18816114.000000 Penalty: 5873.959961
	Iteration 50Q: 3 clusters Score -1.881611e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18816134.000000 Penalty: 5873.959961
	Iteration 51Q: 3 clusters Score -1.881613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137045 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -18816120.000000 Penalty: 5873.959961
	Iteration 52Q: 3 clusters Score -1.881612e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137080 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -18816114.000000 Penalty: 5873.959961
	Iteration 53Q: 3 clusters Score -1.881611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137106 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -18816104.000000 Penalty: 5873.959961
	Iteration 54Q: 3 clusters Score -1.88161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18816112.000000 Penalty: 5873.959961
	Iteration 55Q: 3 clusters Score -1.881611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137161 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -18816106.000000 Penalty: 5873.959961
	Iteration 56Q: 3 clusters Score -1.881611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137188 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18816114.000000 Penalty: 5873.959961
	Iteration 57Q: 3 clusters Score -1.881611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18816098.000000 Penalty: 5873.959961
	Iteration 58Q: 3 clusters Score -1.88161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137252 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18816100.000000 Penalty: 5873.959961
	Iteration 59Q: 3 clusters Score -1.88161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18816106.000000 Penalty: 5873.959961
	Iteration 60F: 3 clusters Score -1.881611e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137318 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -18816084.000000 Penalty: 5873.959961
	Iteration 61Q: 3 clusters Score -1.881608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18816068.000000 Penalty: 5873.959961
	Iteration 62Q: 3 clusters Score -1.881607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -18816068.000000 Penalty: 5873.959961
	Iteration 63Q: 3 clusters Score -1.881607e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137406 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -18816096.000000 Penalty: 5873.959961
	Iteration 64Q: 3 clusters Score -1.88161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -18816078.000000 Penalty: 5873.959961
	Iteration 65Q: 3 clusters Score -1.881608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137443 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -18816086.000000 Penalty: 5873.959961
	Iteration 66Q: 3 clusters Score -1.881609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -18816100.000000 Penalty: 5873.959961
	Iteration 67Q: 3 clusters Score -1.88161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137459 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -18816110.000000 Penalty: 5873.959961
	Iteration 68Q: 3 clusters Score -1.881611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137462 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -18816106.000000 Penalty: 5873.959961
	Iteration 69Q: 3 clusters Score -1.881611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18816118.000000 Penalty: 5873.959961
	Iteration 70Q: 3 clusters Score -1.881612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18816112.000000 Penalty: 5873.959961
	Iteration 71Q: 3 clusters Score -1.881611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18816108.000000 Penalty: 5873.959961
	Iteration 72Q: 3 clusters Score -1.881611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137490 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18816112.000000 Penalty: 5873.959961
	Iteration 73Q: 3 clusters Score -1.881611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137495 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18816098.000000 Penalty: 5873.959961
	Iteration 74Q: 3 clusters Score -1.88161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -18816098.000000 Penalty: 5873.959961
	Iteration 75Q: 3 clusters Score -1.88161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -18816106.000000 Penalty: 5873.959961
	Iteration 76Q: 3 clusters Score -1.881611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137499 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -18816102.000000 Penalty: 5873.959961
	Iteration 77Q: 3 clusters Score -1.88161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -18816098.000000 Penalty: 5873.959961
	Iteration 78Q: 3 clusters Score -1.88161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137504 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -18816104.000000 Penalty: 5873.959961
	Iteration 79Q: 3 clusters Score -1.88161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137506 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -18816102.000000 Penalty: 5873.959961
	Iteration 80F: 3 clusters Score -1.88161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -18816102.000000 Penalty: 5873.959961
	Iteration 81Q: 3 clusters Score -1.88161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -18816104.000000 Penalty: 5873.959961
	Iteration 82Q: 3 clusters Score -1.88161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -18816104.000000 Penalty: 5873.959961
	Iteration 83F: 3 clusters Score -1.88161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Entering Unmasked Estep 
Score: -22234798.000000 Penalty: 2978.682861
	Iteration 0F: 2 clusters Score -2.22348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -22127728.000000 Penalty: 5957.365723
	Iteration 0F: 3 clusters Score -2.212773e+07 nChanged 79058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -22173680.000000 Penalty: 5957.365723
	Iteration 1F: 3 clusters Score -2.217368e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -22175090.000000 Penalty: 5957.365723
	Iteration 2Q: 3 clusters Score -2.217509e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -22177070.000000 Penalty: 5957.365723
	Iteration 3Q: 3 clusters Score -2.217707e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -22180236.000000 Penalty: 5957.365723
	Iteration 4Q: 3 clusters Score -2.218024e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -22185114.000000 Penalty: 5957.365723
	Iteration 5F: 3 clusters Score -2.218511e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -22191770.000000 Penalty: 5957.365723
	Iteration 6F: 3 clusters Score -2.219177e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -22199894.000000 Penalty: 5957.365723
	Iteration 7F: 3 clusters Score -2.219989e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -22207216.000000 Penalty: 5957.365723
	Iteration 8F: 3 clusters Score -2.220722e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -22211652.000000 Penalty: 5957.365723
	Iteration 9F: 3 clusters Score -2.221165e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -22213416.000000 Penalty: 5957.365723
	Iteration 10Q: 3 clusters Score -2.221342e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -22214238.000000 Penalty: 5957.365723
	Iteration 11Q: 3 clusters Score -2.221424e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -22214630.000000 Penalty: 5957.365723
	Iteration 12Q: 3 clusters Score -2.221463e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -22215180.000000 Penalty: 5957.365723
	Iteration 13Q: 3 clusters Score -2.221518e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -22215608.000000 Penalty: 5957.365723
	Iteration 14Q: 3 clusters Score -2.221561e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -22216160.000000 Penalty: 5957.365723
	Iteration 15Q: 3 clusters Score -2.221616e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -22216638.000000 Penalty: 5957.365723
	Iteration 16Q: 3 clusters Score -2.221664e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -22217210.000000 Penalty: 5957.365723
	Iteration 17Q: 3 clusters Score -2.221721e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -22217784.000000 Penalty: 5957.365723
	Iteration 18Q: 3 clusters Score -2.221778e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -22218204.000000 Penalty: 5957.365723
	Iteration 19Q: 3 clusters Score -2.22182e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -22218928.000000 Penalty: 5957.365723
	Iteration 20F: 3 clusters Score -2.221893e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -22219478.000000 Penalty: 5957.365723
	Iteration 21Q: 3 clusters Score -2.221948e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -22220204.000000 Penalty: 5957.365723
	Iteration 22Q: 3 clusters Score -2.22202e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -22220764.000000 Penalty: 5957.365723
	Iteration 23Q: 3 clusters Score -2.222076e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -22221554.000000 Penalty: 5957.365723
	Iteration 24Q: 3 clusters Score -2.222155e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -22222242.000000 Penalty: 5957.365723
	Iteration 25Q: 3 clusters Score -2.222224e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -22222936.000000 Penalty: 5957.365723
	Iteration 26Q: 3 clusters Score -2.222294e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -22223844.000000 Penalty: 5957.365723
	Iteration 27Q: 3 clusters Score -2.222384e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -22224596.000000 Penalty: 5957.365723
	Iteration 28Q: 3 clusters Score -2.22246e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -22225464.000000 Penalty: 5957.365723
	Iteration 29Q: 3 clusters Score -2.222546e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -22226292.000000 Penalty: 5957.365723
	Iteration 30Q: 3 clusters Score -2.222629e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -22226996.000000 Penalty: 5957.365723
	Iteration 31Q: 3 clusters Score -2.2227e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -22227422.000000 Penalty: 5957.365723
	Iteration 32Q: 3 clusters Score -2.222742e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -22227876.000000 Penalty: 5957.365723
	Iteration 33Q: 3 clusters Score -2.222788e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -22228194.000000 Penalty: 5957.365723
	Iteration 34Q: 3 clusters Score -2.222819e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -22228456.000000 Penalty: 5957.365723
	Iteration 35Q: 3 clusters Score -2.222846e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -22228722.000000 Penalty: 5957.365723
	Iteration 36Q: 3 clusters Score -2.222872e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -22228932.000000 Penalty: 5957.365723
	Iteration 37Q: 3 clusters Score -2.222893e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -22229050.000000 Penalty: 5957.365723
	Iteration 38Q: 3 clusters Score -2.222905e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -22229182.000000 Penalty: 5957.365723
	Iteration 39Q: 3 clusters Score -2.222918e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -22229462.000000 Penalty: 5957.365723
	Iteration 40F: 3 clusters Score -2.222946e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -22229694.000000 Penalty: 5957.365723
	Iteration 41Q: 3 clusters Score -2.222969e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -22229814.000000 Penalty: 5957.365723
	Iteration 42Q: 3 clusters Score -2.222981e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -22229884.000000 Penalty: 5957.365723
	Iteration 43Q: 3 clusters Score -2.222988e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -22230038.000000 Penalty: 5957.365723
	Iteration 44Q: 3 clusters Score -2.223004e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -22230116.000000 Penalty: 5957.365723
	Iteration 45Q: 3 clusters Score -2.223012e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -22230132.000000 Penalty: 5957.365723
	Iteration 46Q: 3 clusters Score -2.223013e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -22230194.000000 Penalty: 5957.365723
	Iteration 47Q: 3 clusters Score -2.223019e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -22230244.000000 Penalty: 5957.365723
	Iteration 48Q: 3 clusters Score -2.223024e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -22230272.000000 Penalty: 5957.365723
	Iteration 49Q: 3 clusters Score -2.223027e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -22230338.000000 Penalty: 5957.365723
	Iteration 50Q: 3 clusters Score -2.223034e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -22230290.000000 Penalty: 5957.365723
	Iteration 51Q: 3 clusters Score -2.223029e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119147 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -22230328.000000 Penalty: 5957.365723
	Iteration 52Q: 3 clusters Score -2.223033e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -22230368.000000 Penalty: 5957.365723
	Iteration 53Q: 3 clusters Score -2.223037e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -22230344.000000 Penalty: 5957.365723
	Iteration 54Q: 3 clusters Score -2.223034e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120987 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -22230414.000000 Penalty: 5957.365723
	Iteration 55Q: 3 clusters Score -2.223041e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121601 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -22230406.000000 Penalty: 5957.365723
	Iteration 56Q: 3 clusters Score -2.223041e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -22230372.000000 Penalty: 5957.365723
	Iteration 57Q: 3 clusters Score -2.223037e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -22230356.000000 Penalty: 5957.365723
	Iteration 58Q: 3 clusters Score -2.223036e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123431 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -22230346.000000 Penalty: 5957.365723
	Iteration 59Q: 3 clusters Score -2.223035e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124024 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -22230376.000000 Penalty: 5957.365723
	Iteration 60F: 3 clusters Score -2.223038e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -22230382.000000 Penalty: 5957.365723
	Iteration 61Q: 3 clusters Score -2.223038e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -22230426.000000 Penalty: 5957.365723
	Iteration 62Q: 3 clusters Score -2.223043e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -22230442.000000 Penalty: 5957.365723
	Iteration 63Q: 3 clusters Score -2.223044e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -22230474.000000 Penalty: 5957.365723
	Iteration 64Q: 3 clusters Score -2.223047e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -22230466.000000 Penalty: 5957.365723
	Iteration 65Q: 3 clusters Score -2.223047e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -22230534.000000 Penalty: 5957.365723
	Iteration 66Q: 3 clusters Score -2.223053e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127614 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -22230520.000000 Penalty: 5957.365723
	Iteration 67Q: 3 clusters Score -2.223052e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128075 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -22230520.000000 Penalty: 5957.365723
	Iteration 68Q: 3 clusters Score -2.223052e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128560 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -22230560.000000 Penalty: 5957.365723
	Iteration 69Q: 3 clusters Score -2.223056e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -22230524.000000 Penalty: 5957.365723
	Iteration 70Q: 3 clusters Score -2.223052e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129511 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -22230624.000000 Penalty: 5957.365723
	Iteration 71Q: 3 clusters Score -2.223062e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129993 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -22230664.000000 Penalty: 5957.365723
	Iteration 72Q: 3 clusters Score -2.223066e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -22230718.000000 Penalty: 5957.365723
	Iteration 73Q: 3 clusters Score -2.223072e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131003 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -22230720.000000 Penalty: 5957.365723
	Iteration 74Q: 3 clusters Score -2.223072e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131520 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -22230832.000000 Penalty: 5957.365723
	Iteration 75Q: 3 clusters Score -2.223083e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132020 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -22230866.000000 Penalty: 5957.365723
	Iteration 76Q: 3 clusters Score -2.223087e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -22230882.000000 Penalty: 5957.365723
	Iteration 77Q: 3 clusters Score -2.223088e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -22230880.000000 Penalty: 5957.365723
	Iteration 78Q: 3 clusters Score -2.223088e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -22230866.000000 Penalty: 5957.365723
	Iteration 79Q: 3 clusters Score -2.223087e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134106 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -22230936.000000 Penalty: 5957.365723
	Iteration 80F: 3 clusters Score -2.223094e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134652 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -22231032.000000 Penalty: 5957.365723
	Iteration 81Q: 3 clusters Score -2.223103e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -22231044.000000 Penalty: 5957.365723
	Iteration 82Q: 3 clusters Score -2.223104e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135702 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -22231086.000000 Penalty: 5957.365723
	Iteration 83Q: 3 clusters Score -2.223109e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -22231060.000000 Penalty: 5957.365723
	Iteration 84Q: 3 clusters Score -2.223106e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136667 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -22231124.000000 Penalty: 5957.365723
	Iteration 85Q: 3 clusters Score -2.223112e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -22231128.000000 Penalty: 5957.365723
	Iteration 86Q: 3 clusters Score -2.223113e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -22231142.000000 Penalty: 5957.365723
	Iteration 87Q: 3 clusters Score -2.223114e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138092 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -22231210.000000 Penalty: 5957.365723
	Iteration 88Q: 3 clusters Score -2.223121e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138537 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -22231250.000000 Penalty: 5957.365723
	Iteration 89Q: 3 clusters Score -2.223125e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138948 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -22231204.000000 Penalty: 5957.365723
	Iteration 90Q: 3 clusters Score -2.22312e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139358 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -22231214.000000 Penalty: 5957.365723
	Iteration 91Q: 3 clusters Score -2.223121e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -22231258.000000 Penalty: 5957.365723
	Iteration 92Q: 3 clusters Score -2.223126e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -22231298.000000 Penalty: 5957.365723
	Iteration 93Q: 3 clusters Score -2.22313e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140676 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -22231372.000000 Penalty: 5957.365723
	Iteration 94Q: 3 clusters Score -2.223137e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -22231394.000000 Penalty: 5957.365723
	Iteration 95Q: 3 clusters Score -2.223139e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141637 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -22231388.000000 Penalty: 5957.365723
	Iteration 96Q: 3 clusters Score -2.223139e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -22231426.000000 Penalty: 5957.365723
	Iteration 97Q: 3 clusters Score -2.223143e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -22231416.000000 Penalty: 5957.365723
	Iteration 98Q: 3 clusters Score -2.223142e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -22231510.000000 Penalty: 5957.365723
	Iteration 99Q: 3 clusters Score -2.223151e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143519 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -22231548.000000 Penalty: 5957.365723
	Iteration 100F: 3 clusters Score -2.223155e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143976 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -22231606.000000 Penalty: 5957.365723
	Iteration 101Q: 3 clusters Score -2.223161e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -22231778.000000 Penalty: 5957.365723
	Iteration 102Q: 3 clusters Score -2.223178e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -22231782.000000 Penalty: 5957.365723
	Iteration 103Q: 3 clusters Score -2.223178e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -22231830.000000 Penalty: 5957.365723
	Iteration 104Q: 3 clusters Score -2.223183e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -22231914.000000 Penalty: 5957.365723
	Iteration 105Q: 3 clusters Score -2.223191e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -22231960.000000 Penalty: 5957.365723
	Iteration 106Q: 3 clusters Score -2.223196e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146765 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.22321e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147227 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.223214e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -22232244.000000 Penalty: 5957.365723
	Iteration 109Q: 3 clusters Score -2.223224e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -22232288.000000 Penalty: 5957.365723
	Iteration 110Q: 3 clusters Score -2.223229e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148401 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -22232408.000000 Penalty: 5957.365723
	Iteration 111Q: 3 clusters Score -2.223241e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -22232424.000000 Penalty: 5957.365723
	Iteration 112Q: 3 clusters Score -2.223242e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -22232516.000000 Penalty: 5957.365723
	Iteration 113Q: 3 clusters Score -2.223252e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -22232520.000000 Penalty: 5957.365723
	Iteration 114Q: 3 clusters Score -2.223252e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149953 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -22232582.000000 Penalty: 5957.365723
	Iteration 115Q: 3 clusters Score -2.223258e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -22232620.000000 Penalty: 5957.365723
	Iteration 116Q: 3 clusters Score -2.223262e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -22232686.000000 Penalty: 5957.365723
	Iteration 117Q: 3 clusters Score -2.223269e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -22232718.000000 Penalty: 5957.365723
	Iteration 118Q: 3 clusters Score -2.223272e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -22232756.000000 Penalty: 5957.365723
	Iteration 119Q: 3 clusters Score -2.223276e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -22232782.000000 Penalty: 5957.365723
	Iteration 120F: 3 clusters Score -2.223278e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -22232848.000000 Penalty: 5957.365723
	Iteration 121Q: 3 clusters Score -2.223285e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152072 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -22232900.000000 Penalty: 5957.365723
	Iteration 122Q: 3 clusters Score -2.22329e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -22232930.000000 Penalty: 5957.365723
	Iteration 123Q: 3 clusters Score -2.223293e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -22232980.000000 Penalty: 5957.365723
	Iteration 124Q: 3 clusters Score -2.223298e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -22233040.000000 Penalty: 5957.365723
	Iteration 125Q: 3 clusters Score -2.223304e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -22233106.000000 Penalty: 5957.365723
	Iteration 126Q: 3 clusters Score -2.223311e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -22233192.000000 Penalty: 5957.365723
	Iteration 127Q: 3 clusters Score -2.223319e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -22233222.000000 Penalty: 5957.365723
	Iteration 128Q: 3 clusters Score -2.223322e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -22233242.000000 Penalty: 5957.365723
	Iteration 129Q: 3 clusters Score -2.223324e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.223328e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -22233306.000000 Penalty: 5957.365723
	Iteration 131Q: 3 clusters Score -2.223331e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -22233316.000000 Penalty: 5957.365723
	Iteration 132Q: 3 clusters Score -2.223332e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -22233310.000000 Penalty: 5957.365723
	Iteration 133Q: 3 clusters Score -2.223331e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -22233300.000000 Penalty: 5957.365723
	Iteration 134Q: 3 clusters Score -2.22333e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -22233352.000000 Penalty: 5957.365723
	Iteration 135Q: 3 clusters Score -2.223335e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155068 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -22233400.000000 Penalty: 5957.365723
	Iteration 136Q: 3 clusters Score -2.22334e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -22233396.000000 Penalty: 5957.365723
	Iteration 137Q: 3 clusters Score -2.22334e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -22233412.000000 Penalty: 5957.365723
	Iteration 138Q: 3 clusters Score -2.223341e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -22233466.000000 Penalty: 5957.365723
	Iteration 139Q: 3 clusters Score -2.223347e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -22233484.000000 Penalty: 5957.365723
	Iteration 140F: 3 clusters Score -2.223348e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155772 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -22233514.000000 Penalty: 5957.365723
	Iteration 141Q: 3 clusters Score -2.223351e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -22233558.000000 Penalty: 5957.365723
	Iteration 142Q: 3 clusters Score -2.223356e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -22233574.000000 Penalty: 5957.365723
	Iteration 143Q: 3 clusters Score -2.223357e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -22233614.000000 Penalty: 5957.365723
	Iteration 144Q: 3 clusters Score -2.223361e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -22233650.000000 Penalty: 5957.365723
	Iteration 145Q: 3 clusters Score -2.223365e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -22233638.000000 Penalty: 5957.365723
	Iteration 146Q: 3 clusters Score -2.223364e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -22233634.000000 Penalty: 5957.365723
	Iteration 147Q: 3 clusters Score -2.223363e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -22233666.000000 Penalty: 5957.365723
	Iteration 148Q: 3 clusters Score -2.223367e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156604 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -22233632.000000 Penalty: 5957.365723
	Iteration 149Q: 3 clusters Score -2.223363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156682 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -22233626.000000 Penalty: 5957.365723
	Iteration 150Q: 3 clusters Score -2.223363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156759 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -22233630.000000 Penalty: 5957.365723
	Iteration 151Q: 3 clusters Score -2.223363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -22233634.000000 Penalty: 5957.365723
	Iteration 152Q: 3 clusters Score -2.223363e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156925 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -22233622.000000 Penalty: 5957.365723
	Iteration 153Q: 3 clusters Score -2.223362e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157003 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -22233650.000000 Penalty: 5957.365723
	Iteration 154Q: 3 clusters Score -2.223365e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -22233686.000000 Penalty: 5957.365723
	Iteration 155Q: 3 clusters Score -2.223369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -22233710.000000 Penalty: 5957.365723
	Iteration 156Q: 3 clusters Score -2.223371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -22233720.000000 Penalty: 5957.365723
	Iteration 157Q: 3 clusters Score -2.223372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -22233722.000000 Penalty: 5957.365723
	Iteration 158Q: 3 clusters Score -2.223372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -22233716.000000 Penalty: 5957.365723
	Iteration 159Q: 3 clusters Score -2.223372e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -22233738.000000 Penalty: 5957.365723
	Iteration 160F: 3 clusters Score -2.223374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -22233740.000000 Penalty: 5957.365723
	Iteration 161Q: 3 clusters Score -2.223374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -22233756.000000 Penalty: 5957.365723
	Iteration 162Q: 3 clusters Score -2.223376e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -22233766.000000 Penalty: 5957.365723
	Iteration 163Q: 3 clusters Score -2.223377e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -22233772.000000 Penalty: 5957.365723
	Iteration 164Q: 3 clusters Score -2.223377e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -22233724.000000 Penalty: 5957.365723
	Iteration 165Q: 3 clusters Score -2.223372e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -22233744.000000 Penalty: 5957.365723
	Iteration 166Q: 3 clusters Score -2.223374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157631 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -22233724.000000 Penalty: 5957.365723
	Iteration 167Q: 3 clusters Score -2.223372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -22233732.000000 Penalty: 5957.365723
	Iteration 168Q: 3 clusters Score -2.223373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -22233736.000000 Penalty: 5957.365723
	Iteration 169Q: 3 clusters Score -2.223374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157674 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -22233764.000000 Penalty: 5957.365723
	Iteration 170Q: 3 clusters Score -2.223376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157682 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -22233750.000000 Penalty: 5957.365723
	Iteration 171Q: 3 clusters Score -2.223375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -22233752.000000 Penalty: 5957.365723
	Iteration 172Q: 3 clusters Score -2.223375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -22233756.000000 Penalty: 5957.365723
	Iteration 173Q: 3 clusters Score -2.223376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -22233766.000000 Penalty: 5957.365723
	Iteration 174Q: 3 clusters Score -2.223377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157697 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -22233764.000000 Penalty: 5957.365723
	Iteration 175Q: 3 clusters Score -2.223376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -22233772.000000 Penalty: 5957.365723
	Iteration 176Q: 3 clusters Score -2.223377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -22233770.000000 Penalty: 5957.365723
	Iteration 177Q: 3 clusters Score -2.223377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -22233770.000000 Penalty: 5957.365723
	Iteration 178Q: 3 clusters Score -2.223377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -22233772.000000 Penalty: 5957.365723
	Iteration 179Q: 3 clusters Score -2.223377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157706 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -22233780.000000 Penalty: 5957.365723
	Iteration 180F: 3 clusters Score -2.223378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Entering Unmasked Estep 
Score: -1546898.125000 Penalty: 2350.676270
	Iteration 0F: 2 clusters Score -1546898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1537313.875000 Penalty: 4701.352539
	Iteration 0F: 3 clusters Score -1537314 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1540853.250000 Penalty: 4701.352539
	Iteration 1F: 3 clusters Score -1540853 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1541790.625000 Penalty: 4701.352539
	Iteration 2F: 3 clusters Score -1541791 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1542755.500000 Penalty: 4701.352539
	Iteration 3F: 3 clusters Score -1542756 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1543563.875000 Penalty: 4701.352539
	Iteration 4F: 3 clusters Score -1543564 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1544207.875000 Penalty: 4701.352539
	Iteration 5F: 3 clusters Score -1544208 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1544739.125000 Penalty: 4701.352539
	Iteration 6F: 3 clusters Score -1544739 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1545152.125000 Penalty: 4701.352539
	Iteration 7Q: 3 clusters Score -1545152 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1545428.625000 Penalty: 4701.352539
	Iteration 8Q: 3 clusters Score -1545429 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1545605.625000 Penalty: 4701.352539
	Iteration 9Q: 3 clusters Score -1545606 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1545708.875000 Penalty: 4701.352539
	Iteration 10Q: 3 clusters Score -1545709 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1545785.750000 Penalty: 4701.352539
	Iteration 11Q: 3 clusters Score -1545786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1545832.375000 Penalty: 4701.352539
	Iteration 12Q: 3 clusters Score -1545832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1545852.125000 Penalty: 4701.352539
	Iteration 13Q: 3 clusters Score -1545852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1545879.500000 Penalty: 4701.352539
	Iteration 14Q: 3 clusters Score -1545880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1545901.500000 Penalty: 4701.352539
	Iteration 15Q: 3 clusters Score -1545902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1545916.125000 Penalty: 4701.352539
	Iteration 16Q: 3 clusters Score -1545916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1545930.250000 Penalty: 4701.352539
	Iteration 17Q: 3 clusters Score -1545930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1545943.500000 Penalty: 4701.352539
	Iteration 18Q: 3 clusters Score -1545944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1545947.375000 Penalty: 4701.352539
	Iteration 19Q: 3 clusters Score -1545947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1545962.750000 Penalty: 4701.352539
	Iteration 20F: 3 clusters Score -1545963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1545971.250000 Penalty: 4701.352539
	Iteration 21Q: 3 clusters Score -1545971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1545970.625000 Penalty: 4701.352539
	Iteration 22Q: 3 clusters Score -1545971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1545986.500000 Penalty: 4701.352539
	Iteration 23Q: 3 clusters Score -1545986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1545987.000000 Penalty: 4701.352539
	Iteration 24Q: 3 clusters Score -1545987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1545988.375000 Penalty: 4701.352539
	Iteration 25Q: 3 clusters Score -1545988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1545990.875000 Penalty: 4701.352539
	Iteration 26Q: 3 clusters Score -1545991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1545990.375000 Penalty: 4701.352539
	Iteration 27Q: 3 clusters Score -1545990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1545993.625000 Penalty: 4701.352539
	Iteration 28Q: 3 clusters Score -1545994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1545994.000000 Penalty: 4701.352539
	Iteration 29Q: 3 clusters Score -1545994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1545993.375000 Penalty: 4701.352539
	Iteration 30Q: 3 clusters Score -1545993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1545994.875000 Penalty: 4701.352539
	Iteration 31Q: 3 clusters Score -1545995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1545993.000000 Penalty: 4701.352539
	Iteration 32Q: 3 clusters Score -1545993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1545994.125000 Penalty: 4701.352539
	Iteration 33Q: 3 clusters Score -1545994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1545994.125000 Penalty: 4701.352539
	Iteration 34F: 3 clusters Score -1545994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180321 members 
Entering Unmasked Estep 
Score: -24391010.000000 Penalty: 3001.418457
	Iteration 0F: 2 clusters Score -2.439101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -24272530.000000 Penalty: 6002.836914
	Iteration 0F: 3 clusters Score -2.427253e+07 nChanged 86443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -24322172.000000 Penalty: 6002.836914
	Iteration 1F: 3 clusters Score -2.432217e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -24322926.000000 Penalty: 6002.836914
	Iteration 2Q: 3 clusters Score -2.432293e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -24323556.000000 Penalty: 6002.836914
	Iteration 3Q: 3 clusters Score -2.432356e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -24324450.000000 Penalty: 6002.836914
	Iteration 4Q: 3 clusters Score -2.432445e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -24325364.000000 Penalty: 6002.836914
	Iteration 5Q: 3 clusters Score -2.432536e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -24326694.000000 Penalty: 6002.836914
	Iteration 6Q: 3 clusters Score -2.432669e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -24328964.000000 Penalty: 6002.836914
	Iteration 7Q: 3 clusters Score -2.432896e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -24332944.000000 Penalty: 6002.836914
	Iteration 8Q: 3 clusters Score -2.433294e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -24339398.000000 Penalty: 6002.836914
	Iteration 9F: 3 clusters Score -2.43394e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -24349238.000000 Penalty: 6002.836914
	Iteration 10F: 3 clusters Score -2.434924e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 145811 members 
Entering Unmasked Estep 
Score: -24361172.000000 Penalty: 6002.836914
	Iteration 11F: 3 clusters Score -2.436117e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -24372392.000000 Penalty: 6002.836914
	Iteration 12F: 3 clusters Score -2.437239e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -24379774.000000 Penalty: 6002.836914
	Iteration 13F: 3 clusters Score -2.437977e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -24384056.000000 Penalty: 6002.836914
	Iteration 14Q: 3 clusters Score -2.438406e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 176360 members 
Entering Unmasked Estep 
Score: -24385910.000000 Penalty: 6002.836914
	Iteration 15Q: 3 clusters Score -2.438591e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 177851 members 
Entering Unmasked Estep 
Score: -24387090.000000 Penalty: 6002.836914
	Iteration 16Q: 3 clusters Score -2.438709e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 178632 members 
Entering Unmasked Estep 
Score: -24387640.000000 Penalty: 6002.836914
	Iteration 17Q: 3 clusters Score -2.438764e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 179022 members 
Entering Unmasked Estep 
Score: -24387806.000000 Penalty: 6002.836914
	Iteration 18Q: 3 clusters Score -2.438781e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 179239 members 
Entering Unmasked Estep 
Score: -24387988.000000 Penalty: 6002.836914
	Iteration 19Q: 3 clusters Score -2.438799e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -24388134.000000 Penalty: 6002.836914
	Iteration 20F: 3 clusters Score -2.438813e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 179470 members 
Entering Unmasked Estep 
Score: -24388188.000000 Penalty: 6002.836914
	Iteration 21Q: 3 clusters Score -2.438819e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 179535 members 
Entering Unmasked Estep 
Score: -24388260.000000 Penalty: 6002.836914
	Iteration 22Q: 3 clusters Score -2.438826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 179588 members 
Entering Unmasked Estep 
Score: -24388314.000000 Penalty: 6002.836914
	Iteration 23Q: 3 clusters Score -2.438831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 179629 members 
Entering Unmasked Estep 
Score: -24388346.000000 Penalty: 6002.836914
	Iteration 24Q: 3 clusters Score -2.438835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 179662 members 
Entering Unmasked Estep 
Score: -24388354.000000 Penalty: 6002.836914
	Iteration 25Q: 3 clusters Score -2.438835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 179678 members 
Entering Unmasked Estep 
Score: -24388396.000000 Penalty: 6002.836914
	Iteration 26Q: 3 clusters Score -2.43884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 179689 members 
Entering Unmasked Estep 
Score: -24388370.000000 Penalty: 6002.836914
	Iteration 27Q: 3 clusters Score -2.438837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -24388410.000000 Penalty: 6002.836914
	Iteration 28Q: 3 clusters Score -2.438841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 179705 members 
Entering Unmasked Estep 
Score: -24388418.000000 Penalty: 6002.836914
	Iteration 29Q: 3 clusters Score -2.438842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -24388414.000000 Penalty: 6002.836914
	Iteration 30Q: 3 clusters Score -2.438841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -24388412.000000 Penalty: 6002.836914
	Iteration 31Q: 3 clusters Score -2.438841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -24388410.000000 Penalty: 6002.836914
	Iteration 32Q: 3 clusters Score -2.438841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -24388418.000000 Penalty: 6002.836914
	Iteration 33Q: 3 clusters Score -2.438842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -24388430.000000 Penalty: 6002.836914
	Iteration 34Q: 3 clusters Score -2.438843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -24388430.000000 Penalty: 6002.836914
	Iteration 35Q: 3 clusters Score -2.438843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 179713 members 
Entering Unmasked Estep 
Score: -24388432.000000 Penalty: 6002.836914
	Iteration 36Q: 3 clusters Score -2.438843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 179715 members 
Entering Unmasked Estep 
Score: -24388436.000000 Penalty: 6002.836914
	Iteration 37Q: 3 clusters Score -2.438844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -24388438.000000 Penalty: 6002.836914
	Iteration 38Q: 3 clusters Score -2.438844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 179713 members 
Entering Unmasked Estep 
Score: -24388438.000000 Penalty: 6002.836914
	Iteration 39Q: 3 clusters Score -2.438844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 179713 members 
Entering Unmasked Estep 
Score: -24388432.000000 Penalty: 6002.836914
	Iteration 40F: 3 clusters Score -2.438843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 179713 members 
Entering Unmasked Estep 
Score: -24388438.000000 Penalty: 6002.836914
	Iteration 41Q: 3 clusters Score -2.438844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -24388436.000000 Penalty: 6002.836914
	Iteration 42Q: 3 clusters Score -2.438844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -24388430.000000 Penalty: 6002.836914
	Iteration 43Q: 3 clusters Score -2.438843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -24388414.000000 Penalty: 6002.836914
	Iteration 44Q: 3 clusters Score -2.438841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 179718 members 
Entering Unmasked Estep 
Score: -24388434.000000 Penalty: 6002.836914
	Iteration 45Q: 3 clusters Score -2.438843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -24388434.000000 Penalty: 6002.836914
	Iteration 46Q: 3 clusters Score -2.438843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -24388434.000000 Penalty: 6002.836914
	Iteration 47F: 3 clusters Score -2.438843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Entering Unmasked Estep 
Score: -2558630.000000 Penalty: 2437.533447
	Iteration 0F: 2 clusters Score -2558630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2545456.000000 Penalty: 4875.066895
	Iteration 0F: 3 clusters Score -2545456 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2549845.250000 Penalty: 4875.066895
	Iteration 1F: 3 clusters Score -2549845 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2550205.750000 Penalty: 4875.066895
	Iteration 2F: 3 clusters Score -2550206 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2550469.500000 Penalty: 4875.066895
	Iteration 3Q: 3 clusters Score -2550470 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2550703.250000 Penalty: 4875.066895
	Iteration 4Q: 3 clusters Score -2550703 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2550955.750000 Penalty: 4875.066895
	Iteration 5Q: 3 clusters Score -2550956 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2551226.750000 Penalty: 4875.066895
	Iteration 6Q: 3 clusters Score -2551227 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2551570.750000 Penalty: 4875.066895
	Iteration 7Q: 3 clusters Score -2551571 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2552017.500000 Penalty: 4875.066895
	Iteration 8Q: 3 clusters Score -2552018 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2552612.250000 Penalty: 4875.066895
	Iteration 9Q: 3 clusters Score -2552612 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2553387.500000 Penalty: 4875.066895
	Iteration 10F: 3 clusters Score -2553388 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2554216.500000 Penalty: 4875.066895
	Iteration 11F: 3 clusters Score -2554216 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2554984.000000 Penalty: 4875.066895
	Iteration 12Q: 3 clusters Score -2554984 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2555564.750000 Penalty: 4875.066895
	Iteration 13Q: 3 clusters Score -2555565 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2555940.250000 Penalty: 4875.066895
	Iteration 14Q: 3 clusters Score -2555940 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2556163.250000 Penalty: 4875.066895
	Iteration 15Q: 3 clusters Score -2556163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2556279.750000 Penalty: 4875.066895
	Iteration 16Q: 3 clusters Score -2556280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2556359.250000 Penalty: 4875.066895
	Iteration 17Q: 3 clusters Score -2556359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2556412.250000 Penalty: 4875.066895
	Iteration 18Q: 3 clusters Score -2556412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2556452.250000 Penalty: 4875.066895
	Iteration 19Q: 3 clusters Score -2556452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2556470.250000 Penalty: 4875.066895
	Iteration 20F: 3 clusters Score -2556470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2556482.500000 Penalty: 4875.066895
	Iteration 21Q: 3 clusters Score -2556482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2556501.250000 Penalty: 4875.066895
	Iteration 22Q: 3 clusters Score -2556501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2556516.000000 Penalty: 4875.066895
	Iteration 23Q: 3 clusters Score -2556516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2556526.750000 Penalty: 4875.066895
	Iteration 24Q: 3 clusters Score -2556527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2556535.250000 Penalty: 4875.066895
	Iteration 25Q: 3 clusters Score -2556535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2556537.250000 Penalty: 4875.066895
	Iteration 26Q: 3 clusters Score -2556537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2556539.500000 Penalty: 4875.066895
	Iteration 27Q: 3 clusters Score -2556540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2556539.500000 Penalty: 4875.066895
	Iteration 28F: 3 clusters Score -2556540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Entering Unmasked Estep 
Score: -2367715.750000 Penalty: 2430.898193
	Iteration 0F: 2 clusters Score -2367716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2354804.000000 Penalty: 4861.796387
	Iteration 0F: 3 clusters Score -2354804 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2359110.750000 Penalty: 4861.796387
	Iteration 1F: 3 clusters Score -2359111 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2359584.500000 Penalty: 4861.796387
	Iteration 2F: 3 clusters Score -2359584 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2360087.250000 Penalty: 4861.796387
	Iteration 3F: 3 clusters Score -2360087 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2360683.250000 Penalty: 4861.796387
	Iteration 4F: 3 clusters Score -2360683 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2361409.500000 Penalty: 4861.796387
	Iteration 5F: 3 clusters Score -2361410 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2362297.250000 Penalty: 4861.796387
	Iteration 6F: 3 clusters Score -2362297 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2363369.750000 Penalty: 4861.796387
	Iteration 7F: 3 clusters Score -2363370 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2364353.750000 Penalty: 4861.796387
	Iteration 8F: 3 clusters Score -2364354 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2365171.250000 Penalty: 4861.796387
	Iteration 9F: 3 clusters Score -2365171 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2365744.250000 Penalty: 4861.796387
	Iteration 10Q: 3 clusters Score -2365744 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2366142.000000 Penalty: 4861.796387
	Iteration 11Q: 3 clusters Score -2366142 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2366416.250000 Penalty: 4861.796387
	Iteration 12Q: 3 clusters Score -2366416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2366590.750000 Penalty: 4861.796387
	Iteration 13Q: 3 clusters Score -2366591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2366684.250000 Penalty: 4861.796387
	Iteration 14Q: 3 clusters Score -2366684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2366741.250000 Penalty: 4861.796387
	Iteration 15Q: 3 clusters Score -2366741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2366761.000000 Penalty: 4861.796387
	Iteration 16Q: 3 clusters Score -2366761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2366797.000000 Penalty: 4861.796387
	Iteration 17Q: 3 clusters Score -2366797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2366820.750000 Penalty: 4861.796387
	Iteration 18Q: 3 clusters Score -2366821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2366868.750000 Penalty: 4861.796387
	Iteration 19Q: 3 clusters Score -2366869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2366906.250000 Penalty: 4861.796387
	Iteration 20F: 3 clusters Score -2366906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2366941.750000 Penalty: 4861.796387
	Iteration 21Q: 3 clusters Score -2366942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2366962.000000 Penalty: 4861.796387
	Iteration 22Q: 3 clusters Score -2366962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2366974.750000 Penalty: 4861.796387
	Iteration 23Q: 3 clusters Score -2366975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2366979.750000 Penalty: 4861.796387
	Iteration 24Q: 3 clusters Score -2366980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2366986.750000 Penalty: 4861.796387
	Iteration 25Q: 3 clusters Score -2366987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2367001.750000 Penalty: 4861.796387
	Iteration 26Q: 3 clusters Score -2367002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2367007.750000 Penalty: 4861.796387
	Iteration 27Q: 3 clusters Score -2367008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2367009.000000 Penalty: 4861.796387
	Iteration 28Q: 3 clusters Score -2367009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2367015.500000 Penalty: 4861.796387
	Iteration 29Q: 3 clusters Score -2367016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2367021.000000 Penalty: 4861.796387
	Iteration 30Q: 3 clusters Score -2367021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2367024.750000 Penalty: 4861.796387
	Iteration 31Q: 3 clusters Score -2367025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2367028.250000 Penalty: 4861.796387
	Iteration 32Q: 3 clusters Score -2367028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2367029.250000 Penalty: 4861.796387
	Iteration 33Q: 3 clusters Score -2367029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2367029.500000 Penalty: 4861.796387
	Iteration 34Q: 3 clusters Score -2367030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2367031.500000 Penalty: 4861.796387
	Iteration 35Q: 3 clusters Score -2367032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2367037.250000 Penalty: 4861.796387
	Iteration 36Q: 3 clusters Score -2367037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2367035.750000 Penalty: 4861.796387
	Iteration 37Q: 3 clusters Score -2367036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2367035.500000 Penalty: 4861.796387
	Iteration 38Q: 3 clusters Score -2367036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2367037.500000 Penalty: 4861.796387
	Iteration 39Q: 3 clusters Score -2367038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2367040.250000 Penalty: 4861.796387
	Iteration 40F: 3 clusters Score -2367040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2367041.000000 Penalty: 4861.796387
	Iteration 41Q: 3 clusters Score -2367041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2367038.000000 Penalty: 4861.796387
	Iteration 42Q: 3 clusters Score -2367038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2367039.000000 Penalty: 4861.796387
	Iteration 43Q: 3 clusters Score -2367039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2367039.000000 Penalty: 4861.796387
	Iteration 44F: 3 clusters Score -2367039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -58898.476562 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -58898.48 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 332 members 
Entering Unmasked Estep 
Score: -57450.597656 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -57450.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57938.640625 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -57938.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58293.812500 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -58293.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58557.507812 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -58557.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58749.441406 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -58749.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58914.363281 Penalty: 3185.124756
	Iteration 5F: 3 clusters Score -58914.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59061.550781 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -59061.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59254.863281 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -59254.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59410.140625 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -59410.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59559.871094 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -59559.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59646.277344 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -59646.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -59727.023438 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -59727.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59780.093750 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -59780.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59780.093750 Penalty: 3185.124756
	Iteration 13F: 3 clusters Score -59780.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 170095 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 139060 members 
Mstep: Class 7 contains 164525 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 180321 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 137 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 71598 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 37526 members 
Mstep: Class 22 contains 478 members 
Entering Unmasked Estep 
Score: -126376320.000000 Penalty: 75135.828125
Splitting cluster 12 changes total score from -126376648.000000 to -126376320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -483449.468750 Penalty: 2031.276733
	Iteration 0F: 2 clusters Score -483449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -479785.625000 Penalty: 4062.553467
	Iteration 0F: 3 clusters Score -479785.6 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -480542.906250 Penalty: 4062.553467
	Iteration 1F: 3 clusters Score -480542.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -480715.718750 Penalty: 4062.553467
	Iteration 2F: 3 clusters Score -480715.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -480812.312500 Penalty: 4062.553467
	Iteration 3Q: 3 clusters Score -480812.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -480875.031250 Penalty: 4062.553467
	Iteration 4Q: 3 clusters Score -480875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -480912.375000 Penalty: 4062.553467
	Iteration 5Q: 3 clusters Score -480912.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -480933.375000 Penalty: 4062.553467
	Iteration 6Q: 3 clusters Score -480933.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -480957.625000 Penalty: 4062.553467
	Iteration 7Q: 3 clusters Score -480957.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -480973.781250 Penalty: 4062.553467
	Iteration 8Q: 3 clusters Score -480973.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -480988.468750 Penalty: 4062.553467
	Iteration 9Q: 3 clusters Score -480988.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -481002.062500 Penalty: 4062.553467
	Iteration 10Q: 3 clusters Score -481002.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -481009.093750 Penalty: 4062.553467
	Iteration 11Q: 3 clusters Score -481009.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -481018.625000 Penalty: 4062.553467
	Iteration 12Q: 3 clusters Score -481018.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -481026.250000 Penalty: 4062.553467
	Iteration 13Q: 3 clusters Score -481026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -481032.281250 Penalty: 4062.553467
	Iteration 14Q: 3 clusters Score -481032.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -481038.375000 Penalty: 4062.553467
	Iteration 15Q: 3 clusters Score -481038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -481042.625000 Penalty: 4062.553467
	Iteration 16Q: 3 clusters Score -481042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -481047.031250 Penalty: 4062.553467
	Iteration 17Q: 3 clusters Score -481047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -481049.187500 Penalty: 4062.553467
	Iteration 18Q: 3 clusters Score -481049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -481055.093750 Penalty: 4062.553467
	Iteration 19Q: 3 clusters Score -481055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -481059.156250 Penalty: 4062.553467
	Iteration 20F: 3 clusters Score -481059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -481061.937500 Penalty: 4062.553467
	Iteration 21Q: 3 clusters Score -481061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -481068.656250 Penalty: 4062.553467
	Iteration 22Q: 3 clusters Score -481068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -481072.250000 Penalty: 4062.553467
	Iteration 23Q: 3 clusters Score -481072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -481077.250000 Penalty: 4062.553467
	Iteration 24Q: 3 clusters Score -481077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -481080.406250 Penalty: 4062.553467
	Iteration 25Q: 3 clusters Score -481080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -481085.187500 Penalty: 4062.553467
	Iteration 26Q: 3 clusters Score -481085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -481087.281250 Penalty: 4062.553467
	Iteration 27Q: 3 clusters Score -481087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -481088.531250 Penalty: 4062.553467
	Iteration 28Q: 3 clusters Score -481088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -481092.687500 Penalty: 4062.553467
	Iteration 29Q: 3 clusters Score -481092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -481096.093750 Penalty: 4062.553467
	Iteration 30Q: 3 clusters Score -481096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -481099.218750 Penalty: 4062.553467
	Iteration 31Q: 3 clusters Score -481099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -481102.156250 Penalty: 4062.553467
	Iteration 32Q: 3 clusters Score -481102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -481104.968750 Penalty: 4062.553467
	Iteration 33Q: 3 clusters Score -481105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -481108.656250 Penalty: 4062.553467
	Iteration 34Q: 3 clusters Score -481108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -481112.031250 Penalty: 4062.553467
	Iteration 35Q: 3 clusters Score -481112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -481115.375000 Penalty: 4062.553467
	Iteration 36Q: 3 clusters Score -481115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -481116.968750 Penalty: 4062.553467
	Iteration 37Q: 3 clusters Score -481117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -481118.656250 Penalty: 4062.553467
	Iteration 38Q: 3 clusters Score -481118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -481122.875000 Penalty: 4062.553467
	Iteration 39Q: 3 clusters Score -481122.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -481125.218750 Penalty: 4062.553467
	Iteration 40F: 3 clusters Score -481125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -481127.000000 Penalty: 4062.553467
	Iteration 41Q: 3 clusters Score -481127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -481129.187500 Penalty: 4062.553467
	Iteration 42Q: 3 clusters Score -481129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -481132.750000 Penalty: 4062.553467
	Iteration 43Q: 3 clusters Score -481132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -481136.000000 Penalty: 4062.553467
	Iteration 44Q: 3 clusters Score -481136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -481136.031250 Penalty: 4062.553467
	Iteration 45Q: 3 clusters Score -481136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -481137.281250 Penalty: 4062.553467
	Iteration 46Q: 3 clusters Score -481137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -481138.187500 Penalty: 4062.553467
	Iteration 47Q: 3 clusters Score -481138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -481140.937500 Penalty: 4062.553467
	Iteration 48Q: 3 clusters Score -481140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -481142.125000 Penalty: 4062.553467
	Iteration 49Q: 3 clusters Score -481142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -481143.593750 Penalty: 4062.553467
	Iteration 50Q: 3 clusters Score -481143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -481146.468750 Penalty: 4062.553467
	Iteration 51Q: 3 clusters Score -481146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -481150.968750 Penalty: 4062.553467
	Iteration 52Q: 3 clusters Score -481151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -481154.375000 Penalty: 4062.553467
	Iteration 53Q: 3 clusters Score -481154.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -481159.781250 Penalty: 4062.553467
	Iteration 54Q: 3 clusters Score -481159.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -481165.968750 Penalty: 4062.553467
	Iteration 55Q: 3 clusters Score -481166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -481172.750000 Penalty: 4062.553467
	Iteration 56Q: 3 clusters Score -481172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -481176.468750 Penalty: 4062.553467
	Iteration 57Q: 3 clusters Score -481176.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -481182.625000 Penalty: 4062.553467
	Iteration 58Q: 3 clusters Score -481182.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -481188.593750 Penalty: 4062.553467
	Iteration 59Q: 3 clusters Score -481188.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -481193.250000 Penalty: 4062.553467
	Iteration 60F: 3 clusters Score -481193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -481197.593750 Penalty: 4062.553467
	Iteration 61Q: 3 clusters Score -481197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -481202.343750 Penalty: 4062.553467
	Iteration 62Q: 3 clusters Score -481202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -481203.000000 Penalty: 4062.553467
	Iteration 63Q: 3 clusters Score -481203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -481204.218750 Penalty: 4062.553467
	Iteration 64Q: 3 clusters Score -481204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -481207.843750 Penalty: 4062.553467
	Iteration 65Q: 3 clusters Score -481207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -481213.218750 Penalty: 4062.553467
	Iteration 66Q: 3 clusters Score -481213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -481218.125000 Penalty: 4062.553467
	Iteration 67Q: 3 clusters Score -481218.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -481224.312500 Penalty: 4062.553467
	Iteration 68Q: 3 clusters Score -481224.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -481230.062500 Penalty: 4062.553467
	Iteration 69Q: 3 clusters Score -481230.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -481236.281250 Penalty: 4062.553467
	Iteration 70Q: 3 clusters Score -481236.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -481243.125000 Penalty: 4062.553467
	Iteration 71Q: 3 clusters Score -481243.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -481248.875000 Penalty: 4062.553467
	Iteration 72Q: 3 clusters Score -481248.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -481253.125000 Penalty: 4062.553467
	Iteration 73Q: 3 clusters Score -481253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -481259.062500 Penalty: 4062.553467
	Iteration 74Q: 3 clusters Score -481259.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -481262.718750 Penalty: 4062.553467
	Iteration 75Q: 3 clusters Score -481262.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -481267.281250 Penalty: 4062.553467
	Iteration 76Q: 3 clusters Score -481267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -481272.250000 Penalty: 4062.553467
	Iteration 77Q: 3 clusters Score -481272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -481276.625000 Penalty: 4062.553467
	Iteration 78Q: 3 clusters Score -481276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -481281.375000 Penalty: 4062.553467
	Iteration 79Q: 3 clusters Score -481281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -481286.625000 Penalty: 4062.553467
	Iteration 80F: 3 clusters Score -481286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -481291.125000 Penalty: 4062.553467
	Iteration 81Q: 3 clusters Score -481291.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -481294.906250 Penalty: 4062.553467
	Iteration 82Q: 3 clusters Score -481294.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -481305.218750 Penalty: 4062.553467
	Iteration 83Q: 3 clusters Score -481305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -481310.281250 Penalty: 4062.553467
	Iteration 84Q: 3 clusters Score -481310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -481312.156250 Penalty: 4062.553467
	Iteration 85Q: 3 clusters Score -481312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -481315.125000 Penalty: 4062.553467
	Iteration 86Q: 3 clusters Score -481315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -481318.843750 Penalty: 4062.553467
	Iteration 87Q: 3 clusters Score -481318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -481324.968750 Penalty: 4062.553467
	Iteration 88Q: 3 clusters Score -481325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -481328.531250 Penalty: 4062.553467
	Iteration 89Q: 3 clusters Score -481328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -481329.781250 Penalty: 4062.553467
	Iteration 90Q: 3 clusters Score -481329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -481331.812500 Penalty: 4062.553467
	Iteration 91Q: 3 clusters Score -481331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -481334.437500 Penalty: 4062.553467
	Iteration 92Q: 3 clusters Score -481334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -481341.531250 Penalty: 4062.553467
	Iteration 93Q: 3 clusters Score -481341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -481346.406250 Penalty: 4062.553467
	Iteration 94Q: 3 clusters Score -481346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -481349.875000 Penalty: 4062.553467
	Iteration 95Q: 3 clusters Score -481349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -481353.218750 Penalty: 4062.553467
	Iteration 96Q: 3 clusters Score -481353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -481358.968750 Penalty: 4062.553467
	Iteration 97Q: 3 clusters Score -481359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -481365.218750 Penalty: 4062.553467
	Iteration 98Q: 3 clusters Score -481365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -481369.406250 Penalty: 4062.553467
	Iteration 99Q: 3 clusters Score -481369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -481374.187500 Penalty: 4062.553467
	Iteration 100F: 3 clusters Score -481374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -481377.062500 Penalty: 4062.553467
	Iteration 101Q: 3 clusters Score -481377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -481381.437500 Penalty: 4062.553467
	Iteration 102Q: 3 clusters Score -481381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -481383.906250 Penalty: 4062.553467
	Iteration 103Q: 3 clusters Score -481383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -481385.000000 Penalty: 4062.553467
	Iteration 104Q: 3 clusters Score -481385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -481385.000000 Penalty: 4062.553467
	Iteration 105F: 3 clusters Score -481385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Entering Unmasked Estep 
Score: -6903969.000000 Penalty: 2686.439697
	Iteration 0F: 2 clusters Score -6903969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -6869912.500000 Penalty: 5372.879395
	Iteration 0F: 3 clusters Score -6869912 nChanged 23353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -6883007.000000 Penalty: 5372.879395
	Iteration 1F: 3 clusters Score -6883007 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6883704.000000 Penalty: 5372.879395
	Iteration 2Q: 3 clusters Score -6883704 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -6884522.000000 Penalty: 5372.879395
	Iteration 3Q: 3 clusters Score -6884522 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6885631.500000 Penalty: 5372.879395
	Iteration 4Q: 3 clusters Score -6885632 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -6886927.500000 Penalty: 5372.879395
	Iteration 5Q: 3 clusters Score -6886928 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6888225.000000 Penalty: 5372.879395
	Iteration 6F: 3 clusters Score -6888225 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6889676.500000 Penalty: 5372.879395
	Iteration 7F: 3 clusters Score -6889676 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6891264.000000 Penalty: 5372.879395
	Iteration 8F: 3 clusters Score -6891264 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6892963.000000 Penalty: 5372.879395
	Iteration 9F: 3 clusters Score -6892963 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6894586.000000 Penalty: 5372.879395
	Iteration 10F: 3 clusters Score -6894586 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6895736.000000 Penalty: 5372.879395
	Iteration 11Q: 3 clusters Score -6895736 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -6896553.500000 Penalty: 5372.879395
	Iteration 12Q: 3 clusters Score -6896554 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -6896897.000000 Penalty: 5372.879395
	Iteration 13Q: 3 clusters Score -6896897 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -6897180.000000 Penalty: 5372.879395
	Iteration 14Q: 3 clusters Score -6897180 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -6897336.000000 Penalty: 5372.879395
	Iteration 15Q: 3 clusters Score -6897336 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -6897516.500000 Penalty: 5372.879395
	Iteration 16Q: 3 clusters Score -6897516 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -6897672.500000 Penalty: 5372.879395
	Iteration 17Q: 3 clusters Score -6897672 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -6897861.000000 Penalty: 5372.879395
	Iteration 18Q: 3 clusters Score -6897861 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -6898038.000000 Penalty: 5372.879395
	Iteration 19Q: 3 clusters Score -6898038 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -6898214.000000 Penalty: 5372.879395
	Iteration 20F: 3 clusters Score -6898214 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6898377.000000 Penalty: 5372.879395
	Iteration 21Q: 3 clusters Score -6898377 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6898507.000000 Penalty: 5372.879395
	Iteration 22Q: 3 clusters Score -6898507 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -6898707.000000 Penalty: 5372.879395
	Iteration 23Q: 3 clusters Score -6898707 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -6898859.000000 Penalty: 5372.879395
	Iteration 24Q: 3 clusters Score -6898859 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -6899022.000000 Penalty: 5372.879395
	Iteration 25Q: 3 clusters Score -6899022 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6899209.000000 Penalty: 5372.879395
	Iteration 26Q: 3 clusters Score -6899209 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -6899315.500000 Penalty: 5372.879395
	Iteration 27Q: 3 clusters Score -6899316 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -6899414.500000 Penalty: 5372.879395
	Iteration 28Q: 3 clusters Score -6899414 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -6899564.000000 Penalty: 5372.879395
	Iteration 29Q: 3 clusters Score -6899564 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -6899660.500000 Penalty: 5372.879395
	Iteration 30Q: 3 clusters Score -6899660 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -6899810.000000 Penalty: 5372.879395
	Iteration 31Q: 3 clusters Score -6899810 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -6899949.000000 Penalty: 5372.879395
	Iteration 32Q: 3 clusters Score -6899949 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -6900041.000000 Penalty: 5372.879395
	Iteration 33Q: 3 clusters Score -6900041 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -6900149.500000 Penalty: 5372.879395
	Iteration 34Q: 3 clusters Score -6900150 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -6900285.000000 Penalty: 5372.879395
	Iteration 35Q: 3 clusters Score -6900285 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -6900367.000000 Penalty: 5372.879395
	Iteration 36Q: 3 clusters Score -6900367 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6900419.000000 Penalty: 5372.879395
	Iteration 37Q: 3 clusters Score -6900419 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -6900503.000000 Penalty: 5372.879395
	Iteration 38Q: 3 clusters Score -6900503 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -6900587.500000 Penalty: 5372.879395
	Iteration 39Q: 3 clusters Score -6900588 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -6900705.000000 Penalty: 5372.879395
	Iteration 40F: 3 clusters Score -6900705 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -6900789.000000 Penalty: 5372.879395
	Iteration 41Q: 3 clusters Score -6900789 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -6900864.500000 Penalty: 5372.879395
	Iteration 42Q: 3 clusters Score -6900864 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -6900998.000000 Penalty: 5372.879395
	Iteration 43Q: 3 clusters Score -6900998 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -6901078.000000 Penalty: 5372.879395
	Iteration 44Q: 3 clusters Score -6901078 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -6901181.000000 Penalty: 5372.879395
	Iteration 45Q: 3 clusters Score -6901181 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -6901251.000000 Penalty: 5372.879395
	Iteration 46Q: 3 clusters Score -6901251 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6901323.500000 Penalty: 5372.879395
	Iteration 47Q: 3 clusters Score -6901324 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6901400.000000 Penalty: 5372.879395
	Iteration 48Q: 3 clusters Score -6901400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6901429.500000 Penalty: 5372.879395
	Iteration 49Q: 3 clusters Score -6901430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6901486.000000 Penalty: 5372.879395
	Iteration 50Q: 3 clusters Score -6901486 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6901512.500000 Penalty: 5372.879395
	Iteration 51Q: 3 clusters Score -6901512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -6901562.500000 Penalty: 5372.879395
	Iteration 52Q: 3 clusters Score -6901562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6901590.000000 Penalty: 5372.879395
	Iteration 53Q: 3 clusters Score -6901590 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6901616.500000 Penalty: 5372.879395
	Iteration 54Q: 3 clusters Score -6901616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -6901649.500000 Penalty: 5372.879395
	Iteration 55Q: 3 clusters Score -6901650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6901693.000000 Penalty: 5372.879395
	Iteration 56Q: 3 clusters Score -6901693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -6901721.000000 Penalty: 5372.879395
	Iteration 57Q: 3 clusters Score -6901721 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6901750.000000 Penalty: 5372.879395
	Iteration 58Q: 3 clusters Score -6901750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6901767.500000 Penalty: 5372.879395
	Iteration 59Q: 3 clusters Score -6901768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -6901772.000000 Penalty: 5372.879395
	Iteration 60F: 3 clusters Score -6901772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -6901784.000000 Penalty: 5372.879395
	Iteration 61Q: 3 clusters Score -6901784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -6901803.500000 Penalty: 5372.879395
	Iteration 62Q: 3 clusters Score -6901804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -6901823.000000 Penalty: 5372.879395
	Iteration 63Q: 3 clusters Score -6901823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6901824.500000 Penalty: 5372.879395
	Iteration 64Q: 3 clusters Score -6901824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -6901829.000000 Penalty: 5372.879395
	Iteration 65Q: 3 clusters Score -6901829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6901838.000000 Penalty: 5372.879395
	Iteration 66Q: 3 clusters Score -6901838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -6901833.000000 Penalty: 5372.879395
	Iteration 67Q: 3 clusters Score -6901833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6901844.000000 Penalty: 5372.879395
	Iteration 68Q: 3 clusters Score -6901844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -6901859.000000 Penalty: 5372.879395
	Iteration 69Q: 3 clusters Score -6901859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -6901868.000000 Penalty: 5372.879395
	Iteration 70Q: 3 clusters Score -6901868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -6901858.500000 Penalty: 5372.879395
	Iteration 71Q: 3 clusters Score -6901858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -6901863.500000 Penalty: 5372.879395
	Iteration 72Q: 3 clusters Score -6901864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -6901874.500000 Penalty: 5372.879395
	Iteration 73Q: 3 clusters Score -6901874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6901885.500000 Penalty: 5372.879395
	Iteration 74Q: 3 clusters Score -6901886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6901890.000000 Penalty: 5372.879395
	Iteration 75Q: 3 clusters Score -6901890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -6901896.500000 Penalty: 5372.879395
	Iteration 76Q: 3 clusters Score -6901896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6901898.000000 Penalty: 5372.879395
	Iteration 77Q: 3 clusters Score -6901898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -6901897.500000 Penalty: 5372.879395
	Iteration 78Q: 3 clusters Score -6901898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6901912.500000 Penalty: 5372.879395
	Iteration 79Q: 3 clusters Score -6901912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -6901911.500000 Penalty: 5372.879395
	Iteration 80F: 3 clusters Score -6901912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -6901913.000000 Penalty: 5372.879395
	Iteration 81Q: 3 clusters Score -6901913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6901896.000000 Penalty: 5372.879395
	Iteration 82Q: 3 clusters Score -6901896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6901900.500000 Penalty: 5372.879395
	Iteration 83Q: 3 clusters Score -6901900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6901910.500000 Penalty: 5372.879395
	Iteration 84Q: 3 clusters Score -6901910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -6901898.500000 Penalty: 5372.879395
	Iteration 85Q: 3 clusters Score -6901898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -6901915.500000 Penalty: 5372.879395
	Iteration 86Q: 3 clusters Score -6901916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6901909.500000 Penalty: 5372.879395
	Iteration 87Q: 3 clusters Score -6901910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -6901905.000000 Penalty: 5372.879395
	Iteration 88Q: 3 clusters Score -6901905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6901916.000000 Penalty: 5372.879395
	Iteration 89Q: 3 clusters Score -6901916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6901914.500000 Penalty: 5372.879395
	Iteration 90Q: 3 clusters Score -6901914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6901906.000000 Penalty: 5372.879395
	Iteration 91Q: 3 clusters Score -6901906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -6901906.500000 Penalty: 5372.879395
	Iteration 92Q: 3 clusters Score -6901906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6901909.000000 Penalty: 5372.879395
	Iteration 93Q: 3 clusters Score -6901909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -6901906.500000 Penalty: 5372.879395
	Iteration 94Q: 3 clusters Score -6901906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6901903.000000 Penalty: 5372.879395
	Iteration 95Q: 3 clusters Score -6901903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -6901911.000000 Penalty: 5372.879395
	Iteration 96Q: 3 clusters Score -6901911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -6901919.500000 Penalty: 5372.879395
	Iteration 97Q: 3 clusters Score -6901920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -6901916.500000 Penalty: 5372.879395
	Iteration 98Q: 3 clusters Score -6901916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -6901910.500000 Penalty: 5372.879395
	Iteration 99Q: 3 clusters Score -6901910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6901912.000000 Penalty: 5372.879395
	Iteration 100F: 3 clusters Score -6901912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -140301.718750 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -140301.7 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 623 members 
Entering Unmasked Estep 
Score: -138470.265625 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -138470.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -139276.296875 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -139276.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139823.296875 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -139823.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140224.843750 Penalty: 3532.141357
	Iteration 3F: 3 clusters Score -140224.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140661.578125 Penalty: 3532.141357
	Iteration 4F: 3 clusters Score -140661.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -140900.406250 Penalty: 3532.141357
	Iteration 5F: 3 clusters Score -140900.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -141024.875000 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -141024.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141216.656250 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -141216.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -141427.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -141558.578125 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -141558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141591.812500 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -141591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141625.703125 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -141625.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -141654.125000 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -141654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141673.609375 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -141673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141699.906250 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -141699.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141733.390625 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -141733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141746.046875 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -141746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141757.109375 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -141757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141782.468750 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -141782.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -141813.250000 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -141813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141828.796875 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -141828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141841.546875 Penalty: 3532.141357
	Iteration 21Q: 3 clusters Score -141841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141844.875000 Penalty: 3532.141357
	Iteration 22Q: 3 clusters Score -141844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141850.171875 Penalty: 3532.141357
	Iteration 23Q: 3 clusters Score -141850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141862.890625 Penalty: 3532.141357
	Iteration 24Q: 3 clusters Score -141862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141864.406250 Penalty: 3532.141357
	Iteration 25Q: 3 clusters Score -141864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141864.406250 Penalty: 3532.141357
	Iteration 26F: 3 clusters Score -141864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 170095 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 139060 members 
Mstep: Class 7 contains 164525 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 180321 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 71598 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 37526 members 
Mstep: Class 22 contains 529 members 
Entering Unmasked Estep 
Score: -126377408.000000 Penalty: 75135.828125
Splitting cluster 15 changes total score from -126376648.000000 to -126377408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -670083.937500 Penalty: 2109.821533
	Iteration 0F: 2 clusters Score -670083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -665608.500000 Penalty: 4219.643066
	Iteration 0F: 3 clusters Score -665608.5 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -666633.562500 Penalty: 4219.643066
	Iteration 1F: 3 clusters Score -666633.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -666823.625000 Penalty: 4219.643066
	Iteration 2F: 3 clusters Score -666823.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -666924.312500 Penalty: 4219.643066
	Iteration 3Q: 3 clusters Score -666924.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -666991.187500 Penalty: 4219.643066
	Iteration 4Q: 3 clusters Score -666991.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -667037.500000 Penalty: 4219.643066
	Iteration 5Q: 3 clusters Score -667037.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -667075.187500 Penalty: 4219.643066
	Iteration 6Q: 3 clusters Score -667075.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -667105.812500 Penalty: 4219.643066
	Iteration 7Q: 3 clusters Score -667105.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -667137.625000 Penalty: 4219.643066
	Iteration 8Q: 3 clusters Score -667137.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -667161.625000 Penalty: 4219.643066
	Iteration 9Q: 3 clusters Score -667161.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -667181.312500 Penalty: 4219.643066
	Iteration 10Q: 3 clusters Score -667181.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -667197.937500 Penalty: 4219.643066
	Iteration 11Q: 3 clusters Score -667197.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -667213.062500 Penalty: 4219.643066
	Iteration 12Q: 3 clusters Score -667213.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -667230.000000 Penalty: 4219.643066
	Iteration 13Q: 3 clusters Score -667230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -667243.187500 Penalty: 4219.643066
	Iteration 14Q: 3 clusters Score -667243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -667250.312500 Penalty: 4219.643066
	Iteration 15Q: 3 clusters Score -667250.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -667255.937500 Penalty: 4219.643066
	Iteration 16Q: 3 clusters Score -667255.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -667264.375000 Penalty: 4219.643066
	Iteration 17Q: 3 clusters Score -667264.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -667270.875000 Penalty: 4219.643066
	Iteration 18Q: 3 clusters Score -667270.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -667274.750000 Penalty: 4219.643066
	Iteration 19Q: 3 clusters Score -667274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -667276.562500 Penalty: 4219.643066
	Iteration 20F: 3 clusters Score -667276.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -667282.500000 Penalty: 4219.643066
	Iteration 21Q: 3 clusters Score -667282.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -667291.500000 Penalty: 4219.643066
	Iteration 22Q: 3 clusters Score -667291.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -667302.625000 Penalty: 4219.643066
	Iteration 23Q: 3 clusters Score -667302.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -667312.187500 Penalty: 4219.643066
	Iteration 24Q: 3 clusters Score -667312.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -667320.062500 Penalty: 4219.643066
	Iteration 25Q: 3 clusters Score -667320.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -667328.062500 Penalty: 4219.643066
	Iteration 26Q: 3 clusters Score -667328.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -667334.437500 Penalty: 4219.643066
	Iteration 27Q: 3 clusters Score -667334.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -667343.562500 Penalty: 4219.643066
	Iteration 28Q: 3 clusters Score -667343.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -667350.812500 Penalty: 4219.643066
	Iteration 29Q: 3 clusters Score -667350.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -667358.187500 Penalty: 4219.643066
	Iteration 30Q: 3 clusters Score -667358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -667362.937500 Penalty: 4219.643066
	Iteration 31Q: 3 clusters Score -667362.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -667371.000000 Penalty: 4219.643066
	Iteration 32Q: 3 clusters Score -667371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -667381.750000 Penalty: 4219.643066
	Iteration 33Q: 3 clusters Score -667381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -667387.562500 Penalty: 4219.643066
	Iteration 34Q: 3 clusters Score -667387.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -667394.812500 Penalty: 4219.643066
	Iteration 35Q: 3 clusters Score -667394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -667400.937500 Penalty: 4219.643066
	Iteration 36Q: 3 clusters Score -667400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -667407.000000 Penalty: 4219.643066
	Iteration 37Q: 3 clusters Score -667407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -667410.312500 Penalty: 4219.643066
	Iteration 38Q: 3 clusters Score -667410.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -667415.062500 Penalty: 4219.643066
	Iteration 39Q: 3 clusters Score -667415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -667420.250000 Penalty: 4219.643066
	Iteration 40F: 3 clusters Score -667420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -667426.875000 Penalty: 4219.643066
	Iteration 41Q: 3 clusters Score -667426.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -667431.125000 Penalty: 4219.643066
	Iteration 42Q: 3 clusters Score -667431.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -667437.625000 Penalty: 4219.643066
	Iteration 43Q: 3 clusters Score -667437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -667441.250000 Penalty: 4219.643066
	Iteration 44Q: 3 clusters Score -667441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -667447.000000 Penalty: 4219.643066
	Iteration 45Q: 3 clusters Score -667447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -667446.750000 Penalty: 4219.643066
	Iteration 46Q: 3 clusters Score -667446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -667449.000000 Penalty: 4219.643066
	Iteration 47Q: 3 clusters Score -667449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -667452.375000 Penalty: 4219.643066
	Iteration 48Q: 3 clusters Score -667452.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -667456.687500 Penalty: 4219.643066
	Iteration 49Q: 3 clusters Score -667456.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -667458.375000 Penalty: 4219.643066
	Iteration 50Q: 3 clusters Score -667458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -667461.250000 Penalty: 4219.643066
	Iteration 51Q: 3 clusters Score -667461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -667462.375000 Penalty: 4219.643066
	Iteration 52Q: 3 clusters Score -667462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -667464.500000 Penalty: 4219.643066
	Iteration 53Q: 3 clusters Score -667464.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -667466.750000 Penalty: 4219.643066
	Iteration 54Q: 3 clusters Score -667466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -667470.750000 Penalty: 4219.643066
	Iteration 55Q: 3 clusters Score -667470.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -667476.187500 Penalty: 4219.643066
	Iteration 56Q: 3 clusters Score -667476.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -667481.562500 Penalty: 4219.643066
	Iteration 57Q: 3 clusters Score -667481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -667482.437500 Penalty: 4219.643066
	Iteration 58Q: 3 clusters Score -667482.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -667487.937500 Penalty: 4219.643066
	Iteration 59Q: 3 clusters Score -667487.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -667496.062500 Penalty: 4219.643066
	Iteration 60F: 3 clusters Score -667496.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -667504.875000 Penalty: 4219.643066
	Iteration 61Q: 3 clusters Score -667504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -667508.812500 Penalty: 4219.643066
	Iteration 62Q: 3 clusters Score -667508.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -667513.812500 Penalty: 4219.643066
	Iteration 63Q: 3 clusters Score -667513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -667517.562500 Penalty: 4219.643066
	Iteration 64Q: 3 clusters Score -667517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -667523.500000 Penalty: 4219.643066
	Iteration 65Q: 3 clusters Score -667523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -667529.750000 Penalty: 4219.643066
	Iteration 66Q: 3 clusters Score -667529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -667530.875000 Penalty: 4219.643066
	Iteration 67Q: 3 clusters Score -667530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -667534.500000 Penalty: 4219.643066
	Iteration 68Q: 3 clusters Score -667534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -667539.937500 Penalty: 4219.643066
	Iteration 69Q: 3 clusters Score -667539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -667544.312500 Penalty: 4219.643066
	Iteration 70Q: 3 clusters Score -667544.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -667549.875000 Penalty: 4219.643066
	Iteration 71Q: 3 clusters Score -667549.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -667561.937500 Penalty: 4219.643066
	Iteration 72Q: 3 clusters Score -667561.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -667570.562500 Penalty: 4219.643066
	Iteration 73Q: 3 clusters Score -667570.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -667579.187500 Penalty: 4219.643066
	Iteration 74Q: 3 clusters Score -667579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -667586.875000 Penalty: 4219.643066
	Iteration 75Q: 3 clusters Score -667586.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -667591.562500 Penalty: 4219.643066
	Iteration 76Q: 3 clusters Score -667591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -667598.312500 Penalty: 4219.643066
	Iteration 77Q: 3 clusters Score -667598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -667604.812500 Penalty: 4219.643066
	Iteration 78Q: 3 clusters Score -667604.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -667612.312500 Penalty: 4219.643066
	Iteration 79Q: 3 clusters Score -667612.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -667619.437500 Penalty: 4219.643066
	Iteration 80F: 3 clusters Score -667619.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -667626.375000 Penalty: 4219.643066
	Iteration 81Q: 3 clusters Score -667626.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -667635.562500 Penalty: 4219.643066
	Iteration 82Q: 3 clusters Score -667635.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -667646.500000 Penalty: 4219.643066
	Iteration 83Q: 3 clusters Score -667646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -667656.625000 Penalty: 4219.643066
	Iteration 84Q: 3 clusters Score -667656.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -667662.625000 Penalty: 4219.643066
	Iteration 85Q: 3 clusters Score -667662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -667666.312500 Penalty: 4219.643066
	Iteration 86Q: 3 clusters Score -667666.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -667676.812500 Penalty: 4219.643066
	Iteration 87Q: 3 clusters Score -667676.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -667683.750000 Penalty: 4219.643066
	Iteration 88Q: 3 clusters Score -667683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -667694.937500 Penalty: 4219.643066
	Iteration 89Q: 3 clusters Score -667694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -667700.312500 Penalty: 4219.643066
	Iteration 90Q: 3 clusters Score -667700.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -667708.687500 Penalty: 4219.643066
	Iteration 91Q: 3 clusters Score -667708.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -667715.062500 Penalty: 4219.643066
	Iteration 92Q: 3 clusters Score -667715.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -667724.375000 Penalty: 4219.643066
	Iteration 93Q: 3 clusters Score -667724.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -667735.875000 Penalty: 4219.643066
	Iteration 94Q: 3 clusters Score -667735.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -667752.625000 Penalty: 4219.643066
	Iteration 95Q: 3 clusters Score -667752.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -667772.000000 Penalty: 4219.643066
	Iteration 96Q: 3 clusters Score -667772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -667796.625000 Penalty: 4219.643066
	Iteration 97Q: 3 clusters Score -667796.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -667813.500000 Penalty: 4219.643066
	Iteration 98Q: 3 clusters Score -667813.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -667833.062500 Penalty: 4219.643066
	Iteration 99Q: 3 clusters Score -667833.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -667850.562500 Penalty: 4219.643066
	Iteration 100F: 3 clusters Score -667850.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -667868.125000 Penalty: 4219.643066
	Iteration 101Q: 3 clusters Score -667868.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -667885.500000 Penalty: 4219.643066
	Iteration 102Q: 3 clusters Score -667885.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -667902.187500 Penalty: 4219.643066
	Iteration 103Q: 3 clusters Score -667902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -667914.437500 Penalty: 4219.643066
	Iteration 104Q: 3 clusters Score -667914.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -667924.062500 Penalty: 4219.643066
	Iteration 105Q: 3 clusters Score -667924.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -667936.250000 Penalty: 4219.643066
	Iteration 106Q: 3 clusters Score -667936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -667940.437500 Penalty: 4219.643066
	Iteration 107Q: 3 clusters Score -667940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -667951.375000 Penalty: 4219.643066
	Iteration 108Q: 3 clusters Score -667951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -667959.125000 Penalty: 4219.643066
	Iteration 109Q: 3 clusters Score -667959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -667966.500000 Penalty: 4219.643066
	Iteration 110Q: 3 clusters Score -667966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -667975.125000 Penalty: 4219.643066
	Iteration 111Q: 3 clusters Score -667975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -667979.562500 Penalty: 4219.643066
	Iteration 112Q: 3 clusters Score -667979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -667985.312500 Penalty: 4219.643066
	Iteration 113Q: 3 clusters Score -667985.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -667990.875000 Penalty: 4219.643066
	Iteration 114Q: 3 clusters Score -667990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -667995.562500 Penalty: 4219.643066
	Iteration 115Q: 3 clusters Score -667995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -667998.812500 Penalty: 4219.643066
	Iteration 116Q: 3 clusters Score -667998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -668004.375000 Penalty: 4219.643066
	Iteration 117Q: 3 clusters Score -668004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -668006.875000 Penalty: 4219.643066
	Iteration 118Q: 3 clusters Score -668006.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -668011.562500 Penalty: 4219.643066
	Iteration 119Q: 3 clusters Score -668011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -668015.437500 Penalty: 4219.643066
	Iteration 120F: 3 clusters Score -668015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -668015.500000 Penalty: 4219.643066
	Iteration 121Q: 3 clusters Score -668015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -668019.312500 Penalty: 4219.643066
	Iteration 122Q: 3 clusters Score -668019.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -668022.875000 Penalty: 4219.643066
	Iteration 123Q: 3 clusters Score -668022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -668026.375000 Penalty: 4219.643066
	Iteration 124Q: 3 clusters Score -668026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -668032.687500 Penalty: 4219.643066
	Iteration 125Q: 3 clusters Score -668032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -668037.375000 Penalty: 4219.643066
	Iteration 126Q: 3 clusters Score -668037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -668041.000000 Penalty: 4219.643066
	Iteration 127Q: 3 clusters Score -668041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -668045.000000 Penalty: 4219.643066
	Iteration 128Q: 3 clusters Score -668045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -668050.375000 Penalty: 4219.643066
	Iteration 129Q: 3 clusters Score -668050.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -668059.812500 Penalty: 4219.643066
	Iteration 130Q: 3 clusters Score -668059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -668069.500000 Penalty: 4219.643066
	Iteration 131Q: 3 clusters Score -668069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -668071.937500 Penalty: 4219.643066
	Iteration 132Q: 3 clusters Score -668071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -668074.375000 Penalty: 4219.643066
	Iteration 133Q: 3 clusters Score -668074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -668075.125000 Penalty: 4219.643066
	Iteration 134Q: 3 clusters Score -668075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -668078.062500 Penalty: 4219.643066
	Iteration 135Q: 3 clusters Score -668078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -668079.187500 Penalty: 4219.643066
	Iteration 136Q: 3 clusters Score -668079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -668083.625000 Penalty: 4219.643066
	Iteration 137Q: 3 clusters Score -668083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -668085.000000 Penalty: 4219.643066
	Iteration 138Q: 3 clusters Score -668085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -668087.187500 Penalty: 4219.643066
	Iteration 139Q: 3 clusters Score -668087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -668091.062500 Penalty: 4219.643066
	Iteration 140F: 3 clusters Score -668091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -668094.062500 Penalty: 4219.643066
	Iteration 141Q: 3 clusters Score -668094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -668097.500000 Penalty: 4219.643066
	Iteration 142Q: 3 clusters Score -668097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -668099.000000 Penalty: 4219.643066
	Iteration 143Q: 3 clusters Score -668099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -668098.187500 Penalty: 4219.643066
	Iteration 144Q: 3 clusters Score -668098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -668099.500000 Penalty: 4219.643066
	Iteration 145Q: 3 clusters Score -668099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -668099.875000 Penalty: 4219.643066
	Iteration 146Q: 3 clusters Score -668099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -668099.937500 Penalty: 4219.643066
	Iteration 147Q: 3 clusters Score -668099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -668099.937500 Penalty: 4219.643066
	Iteration 148F: 3 clusters Score -668099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -852352.375000 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -852352.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -846845.562500 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -846845.6 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -848242.062500 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -848242.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -848461.500000 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -848461.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -848623.437500 Penalty: 4364.482910
	Iteration 3Q: 3 clusters Score -848623.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -848828.312500 Penalty: 4364.482910
	Iteration 4Q: 3 clusters Score -848828.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -849064.500000 Penalty: 4364.482910
	Iteration 5Q: 3 clusters Score -849064.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -849248.562500 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -849248.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -849410.312500 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -849410.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -849555.937500 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -849555.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -849714.125000 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -849714.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -849858.437500 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -849858.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -849974.000000 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -849974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -850077.937500 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -850077.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -850176.125000 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -850176.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -850271.875000 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -850271.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -850362.937500 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -850362.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -850436.125000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -850436.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -850497.312500 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -850497.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -850555.500000 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -850555.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -850607.000000 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -850607 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -850661.812500 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -850661.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -850709.562500 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -850709.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -850743.625000 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -850743.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -850771.187500 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -850771.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -850795.875000 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -850795.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -850822.625000 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -850822.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -850854.312500 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -850854.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -850875.437500 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -850875.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -850891.937500 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -850891.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -850899.750000 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -850899.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -850907.125000 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -850907.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -850916.312500 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -850916.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -850924.125000 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -850924.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -850929.750000 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -850929.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -850933.250000 Penalty: 4364.482910
	Iteration 34Q: 3 clusters Score -850933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -850936.687500 Penalty: 4364.482910
	Iteration 35Q: 3 clusters Score -850936.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -850942.562500 Penalty: 4364.482910
	Iteration 36Q: 3 clusters Score -850942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -850948.250000 Penalty: 4364.482910
	Iteration 37Q: 3 clusters Score -850948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -850952.312500 Penalty: 4364.482910
	Iteration 38Q: 3 clusters Score -850952.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -850963.812500 Penalty: 4364.482910
	Iteration 39Q: 3 clusters Score -850963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -850975.000000 Penalty: 4364.482910
	Iteration 40F: 3 clusters Score -850975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -850986.937500 Penalty: 4364.482910
	Iteration 41Q: 3 clusters Score -850986.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -850997.375000 Penalty: 4364.482910
	Iteration 42Q: 3 clusters Score -850997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -851005.625000 Penalty: 4364.482910
	Iteration 43Q: 3 clusters Score -851005.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -851015.375000 Penalty: 4364.482910
	Iteration 44Q: 3 clusters Score -851015.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -851033.375000 Penalty: 4364.482910
	Iteration 45Q: 3 clusters Score -851033.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -851043.125000 Penalty: 4364.482910
	Iteration 46Q: 3 clusters Score -851043.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -851058.375000 Penalty: 4364.482910
	Iteration 47Q: 3 clusters Score -851058.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -851070.625000 Penalty: 4364.482910
	Iteration 48Q: 3 clusters Score -851070.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -851082.812500 Penalty: 4364.482910
	Iteration 49Q: 3 clusters Score -851082.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -851091.500000 Penalty: 4364.482910
	Iteration 50Q: 3 clusters Score -851091.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -851101.250000 Penalty: 4364.482910
	Iteration 51Q: 3 clusters Score -851101.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -851115.625000 Penalty: 4364.482910
	Iteration 52Q: 3 clusters Score -851115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -851126.187500 Penalty: 4364.482910
	Iteration 53Q: 3 clusters Score -851126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -851139.187500 Penalty: 4364.482910
	Iteration 54Q: 3 clusters Score -851139.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -851148.250000 Penalty: 4364.482910
	Iteration 55Q: 3 clusters Score -851148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -851159.687500 Penalty: 4364.482910
	Iteration 56Q: 3 clusters Score -851159.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -851169.312500 Penalty: 4364.482910
	Iteration 57Q: 3 clusters Score -851169.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -851177.687500 Penalty: 4364.482910
	Iteration 58Q: 3 clusters Score -851177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -851184.125000 Penalty: 4364.482910
	Iteration 59Q: 3 clusters Score -851184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -851187.250000 Penalty: 4364.482910
	Iteration 60F: 3 clusters Score -851187.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -851191.812500 Penalty: 4364.482910
	Iteration 61Q: 3 clusters Score -851191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -851196.812500 Penalty: 4364.482910
	Iteration 62Q: 3 clusters Score -851196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -851199.500000 Penalty: 4364.482910
	Iteration 63Q: 3 clusters Score -851199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -851203.937500 Penalty: 4364.482910
	Iteration 64Q: 3 clusters Score -851203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -851205.312500 Penalty: 4364.482910
	Iteration 65Q: 3 clusters Score -851205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -851207.500000 Penalty: 4364.482910
	Iteration 66Q: 3 clusters Score -851207.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -851210.125000 Penalty: 4364.482910
	Iteration 67Q: 3 clusters Score -851210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -851210.500000 Penalty: 4364.482910
	Iteration 68Q: 3 clusters Score -851210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -851211.062500 Penalty: 4364.482910
	Iteration 69Q: 3 clusters Score -851211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -851211.062500 Penalty: 4364.482910
	Iteration 70F: 3 clusters Score -851211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -239867.796875 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -239867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237348.421875 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -237348.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237906.468750 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -237906.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -238100.968750 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -238101 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -238250.453125 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -238250.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238467.421875 Penalty: 3752.633545
	Iteration 4F: 3 clusters Score -238467.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238719.906250 Penalty: 3752.633545
	Iteration 5F: 3 clusters Score -238719.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -238976.453125 Penalty: 3752.633545
	Iteration 6F: 3 clusters Score -238976.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -239177.031250 Penalty: 3752.633545
	Iteration 7F: 3 clusters Score -239177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -239306.109375 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -239306.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239519.687500 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -239519.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239873.828125 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -239873.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -240181.406250 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -240181.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -240390.968750 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -240391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -240436.218750 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -240436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -240470.046875 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -240470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -240488.890625 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -240488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -240495.093750 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -240495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -240497.421875 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -240497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -240497.421875 Penalty: 3752.633545
	Iteration 18F: 3 clusters Score -240497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 170095 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 139060 members 
Mstep: Class 7 contains 164525 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 180321 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 71598 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 37526 members 
Mstep: Class 22 contains 529 members 
Mstep: Class 23 contains 1538 members 
Entering Unmasked Estep 
Score: -126376616.000000 Penalty: 78551.085938
Splitting cluster 18 changes total score from -126376648.000000 to -126376616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (71598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Entering Unmasked Estep 
Score: -9432569.000000 Penalty: 2772.347900
	Iteration 0F: 2 clusters Score -9432569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -9384654.000000 Penalty: 5544.695801
	Iteration 0F: 3 clusters Score -9384654 nChanged 33458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -9403610.000000 Penalty: 5544.695801
	Iteration 1F: 3 clusters Score -9403610 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -9404238.000000 Penalty: 5544.695801
	Iteration 2Q: 3 clusters Score -9404238 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -9405101.000000 Penalty: 5544.695801
	Iteration 3Q: 3 clusters Score -9405101 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -9406353.000000 Penalty: 5544.695801
	Iteration 4Q: 3 clusters Score -9406353 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -9408301.000000 Penalty: 5544.695801
	Iteration 5F: 3 clusters Score -9408301 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -9411527.000000 Penalty: 5544.695801
	Iteration 6F: 3 clusters Score -9411527 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -9416243.000000 Penalty: 5544.695801
	Iteration 7F: 3 clusters Score -9416243 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -9421372.000000 Penalty: 5544.695801
	Iteration 8F: 3 clusters Score -9421372 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -9425539.000000 Penalty: 5544.695801
	Iteration 9F: 3 clusters Score -9425539 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -9427964.000000 Penalty: 5544.695801
	Iteration 10Q: 3 clusters Score -9427964 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9429132.000000 Penalty: 5544.695801
	Iteration 11Q: 3 clusters Score -9429132 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9429667.000000 Penalty: 5544.695801
	Iteration 12Q: 3 clusters Score -9429667 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9429950.000000 Penalty: 5544.695801
	Iteration 13Q: 3 clusters Score -9429950 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9430097.000000 Penalty: 5544.695801
	Iteration 14Q: 3 clusters Score -9430097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9430202.000000 Penalty: 5544.695801
	Iteration 15Q: 3 clusters Score -9430202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9430238.000000 Penalty: 5544.695801
	Iteration 16Q: 3 clusters Score -9430238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9430278.000000 Penalty: 5544.695801
	Iteration 17Q: 3 clusters Score -9430278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9430289.000000 Penalty: 5544.695801
	Iteration 18Q: 3 clusters Score -9430289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9430295.000000 Penalty: 5544.695801
	Iteration 19Q: 3 clusters Score -9430295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9430293.000000 Penalty: 5544.695801
	Iteration 20F: 3 clusters Score -9430293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9430291.000000 Penalty: 5544.695801
	Iteration 21Q: 3 clusters Score -9430291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9430288.000000 Penalty: 5544.695801
	Iteration 22Q: 3 clusters Score -9430288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9430292.000000 Penalty: 5544.695801
	Iteration 23Q: 3 clusters Score -9430292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9430292.000000 Penalty: 5544.695801
	Iteration 24F: 3 clusters Score -9430292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -108747.218750 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -108747.2 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 470 members 
Entering Unmasked Estep 
Score: -107314.976562 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -107315 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109404.578125 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -109404.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -110466.609375 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -110466.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -110932.148438 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -110932.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -111122.828125 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -111122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -111141.867188 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -111141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -111145.023438 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -111145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -111145.023438 Penalty: 3431.672852
	Iteration 7F: 3 clusters Score -111145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 170095 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 139060 members 
Mstep: Class 7 contains 164525 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 180321 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 71598 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 37526 members 
Mstep: Class 22 contains 529 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
Score: -126377864.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126376648.000000 to -126377864.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 170095 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 139060 members 
Mstep: Class 7 contains 164525 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 180321 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 50636 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 71598 members 
Mstep: Class 20 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126380312.000000 Penalty: 78551.085938
Iteration 79Q: 24 clusters Score -1.263803e+08 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 170053 members 
Mstep: Class 5 contains 22879 members 
Mstep: Class 6 contains 140497 members 
Mstep: Class 7 contains 163741 members 
Mstep: Class 8 contains 13144 members 
Mstep: Class 9 contains 180154 members 
Mstep: Class 10 contains 18694 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 12 contains 617 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 50354 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 4955 members 
Mstep: Class 17 contains 6669 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 71555 members 
Mstep: Class 20 contains 803 members 
Mstep: Class 21 contains 35731 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126406184.000000 Penalty: 78551.085938
Iteration 80F: 24 clusters Score -1.264062e+08 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 169959 members 
Mstep: Class 5 contains 22878 members 
Mstep: Class 6 contains 141753 members 
Mstep: Class 7 contains 162926 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 179944 members 
Mstep: Class 10 contains 18770 members 
Mstep: Class 11 contains 18252 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 50115 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 4965 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 71491 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 35002 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419712.000000 Penalty: 78551.085938
Iteration 81Q: 24 clusters Score -1.264197e+08 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 169862 members 
Mstep: Class 5 contains 22850 members 
Mstep: Class 6 contains 142853 members 
Mstep: Class 7 contains 162070 members 
Mstep: Class 8 contains 13314 members 
Mstep: Class 9 contains 179778 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 49934 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 71415 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 34499 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419832.000000 Penalty: 78551.085938
Iteration 82Q: 24 clusters Score -1.264198e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 169796 members 
Mstep: Class 5 contains 22837 members 
Mstep: Class 6 contains 143889 members 
Mstep: Class 7 contains 161285 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 179585 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 834 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 49730 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 71365 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 34196 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419592.000000 Penalty: 78551.085938
Iteration 83Q: 24 clusters Score -1.264196e+08 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 169815 members 
Mstep: Class 5 contains 22833 members 
Mstep: Class 6 contains 144829 members 
Mstep: Class 7 contains 160509 members 
Mstep: Class 8 contains 13226 members 
Mstep: Class 9 contains 179371 members 
Mstep: Class 10 contains 19186 members 
Mstep: Class 11 contains 18438 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 14 contains 49546 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 5032 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 71299 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33988 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419600.000000 Penalty: 78551.085938
Iteration 84Q: 24 clusters Score -1.264196e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 169763 members 
Mstep: Class 5 contains 22843 members 
Mstep: Class 6 contains 145686 members 
Mstep: Class 7 contains 159773 members 
Mstep: Class 8 contains 13157 members 
Mstep: Class 9 contains 179228 members 
Mstep: Class 10 contains 19343 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 3628 members 
Mstep: Class 14 contains 49420 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 71249 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33807 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420160.000000 Penalty: 78551.085938
Iteration 85Q: 24 clusters Score -1.264202e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 7470 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 169720 members 
Mstep: Class 5 contains 22841 members 
Mstep: Class 6 contains 146508 members 
Mstep: Class 7 contains 159131 members 
Mstep: Class 8 contains 13090 members 
Mstep: Class 9 contains 179017 members 
Mstep: Class 10 contains 19478 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 49313 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 71206 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33652 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420000.000000 Penalty: 78551.085938
Iteration 86Q: 24 clusters Score -1.2642e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 169705 members 
Mstep: Class 5 contains 22842 members 
Mstep: Class 6 contains 147244 members 
Mstep: Class 7 contains 158466 members 
Mstep: Class 8 contains 13041 members 
Mstep: Class 9 contains 178879 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 18500 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 49187 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 71151 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33516 members 
Mstep: Class 22 contains 556 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420072.000000 Penalty: 78551.085938
Iteration 87Q: 24 clusters Score -1.264201e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 169677 members 
Mstep: Class 5 contains 22847 members 
Mstep: Class 6 contains 147879 members 
Mstep: Class 7 contains 157778 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 178845 members 
Mstep: Class 10 contains 19828 members 
Mstep: Class 11 contains 18513 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 49090 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 71075 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33402 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419968.000000 Penalty: 78551.085938
Iteration 88Q: 24 clusters Score -1.2642e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 4 contains 169710 members 
Mstep: Class 5 contains 22865 members 
Mstep: Class 6 contains 148483 members 
Mstep: Class 7 contains 157128 members 
Mstep: Class 8 contains 12954 members 
Mstep: Class 9 contains 178732 members 
Mstep: Class 10 contains 20001 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49015 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 16 contains 5093 members 
Mstep: Class 17 contains 6887 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 71004 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33288 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419592.000000 Penalty: 78551.085938
Iteration 89Q: 24 clusters Score -1.264196e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 7502 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 4 contains 169719 members 
Mstep: Class 5 contains 22906 members 
Mstep: Class 6 contains 148947 members 
Mstep: Class 7 contains 156545 members 
Mstep: Class 8 contains 12932 members 
Mstep: Class 9 contains 178695 members 
Mstep: Class 10 contains 20190 members 
Mstep: Class 11 contains 18516 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 48955 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 6904 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 70951 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33188 members 
Mstep: Class 22 contains 569 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419408.000000 Penalty: 78551.085938
Iteration 90Q: 24 clusters Score -1.264194e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 7505 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 169695 members 
Mstep: Class 5 contains 22961 members 
Mstep: Class 6 contains 149372 members 
Mstep: Class 7 contains 156001 members 
Mstep: Class 8 contains 12913 members 
Mstep: Class 9 contains 178649 members 
Mstep: Class 10 contains 20409 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 48872 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 6915 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 70905 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33103 members 
Mstep: Class 22 contains 576 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419376.000000 Penalty: 78551.085938
Iteration 91Q: 24 clusters Score -1.264194e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 7507 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 169714 members 
Mstep: Class 5 contains 22991 members 
Mstep: Class 6 contains 149713 members 
Mstep: Class 7 contains 155452 members 
Mstep: Class 8 contains 12900 members 
Mstep: Class 9 contains 178598 members 
Mstep: Class 10 contains 20659 members 
Mstep: Class 11 contains 18532 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 48801 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 70864 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 33049 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419008.000000 Penalty: 78551.085938
Iteration 92Q: 24 clusters Score -1.26419e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 7514 members 
Mstep: Class 3 contains 8250 members 
Mstep: Class 4 contains 169758 members 
Mstep: Class 5 contains 23028 members 
Mstep: Class 6 contains 150045 members 
Mstep: Class 7 contains 154894 members 
Mstep: Class 8 contains 12891 members 
Mstep: Class 9 contains 178513 members 
Mstep: Class 10 contains 20977 members 
Mstep: Class 11 contains 18532 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 48760 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 70808 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32986 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126418872.000000 Penalty: 78551.085938
Iteration 93Q: 24 clusters Score -1.264189e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 8300 members 
Mstep: Class 4 contains 169781 members 
Mstep: Class 5 contains 23051 members 
Mstep: Class 6 contains 150365 members 
Mstep: Class 7 contains 154381 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 9 contains 178431 members 
Mstep: Class 10 contains 21291 members 
Mstep: Class 11 contains 18536 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 48697 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 5148 members 
Mstep: Class 17 contains 6936 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 70770 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32906 members 
Mstep: Class 22 contains 587 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419208.000000 Penalty: 78551.085938
Iteration 94Q: 24 clusters Score -1.264192e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 7515 members 
Mstep: Class 3 contains 8356 members 
Mstep: Class 4 contains 169848 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 150603 members 
Mstep: Class 7 contains 153845 members 
Mstep: Class 8 contains 12878 members 
Mstep: Class 9 contains 178348 members 
Mstep: Class 10 contains 21609 members 
Mstep: Class 11 contains 18542 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 48664 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 5156 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 70741 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32839 members 
Mstep: Class 22 contains 589 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419200.000000 Penalty: 78551.085938
Iteration 95Q: 24 clusters Score -1.264192e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 7514 members 
Mstep: Class 3 contains 8397 members 
Mstep: Class 4 contains 169915 members 
Mstep: Class 5 contains 23126 members 
Mstep: Class 6 contains 150843 members 
Mstep: Class 7 contains 153365 members 
Mstep: Class 8 contains 12871 members 
Mstep: Class 9 contains 178222 members 
Mstep: Class 10 contains 21920 members 
Mstep: Class 11 contains 18535 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 48629 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 70715 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32790 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419000.000000 Penalty: 78551.085938
Iteration 96Q: 24 clusters Score -1.26419e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 7514 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 169974 members 
Mstep: Class 5 contains 23163 members 
Mstep: Class 6 contains 151059 members 
Mstep: Class 7 contains 152874 members 
Mstep: Class 8 contains 12869 members 
Mstep: Class 9 contains 178119 members 
Mstep: Class 10 contains 22285 members 
Mstep: Class 11 contains 18533 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 48604 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 5157 members 
Mstep: Class 17 contains 6952 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 70658 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32751 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419312.000000 Penalty: 78551.085938
Iteration 97Q: 24 clusters Score -1.264193e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 170063 members 
Mstep: Class 5 contains 23189 members 
Mstep: Class 6 contains 151227 members 
Mstep: Class 7 contains 152393 members 
Mstep: Class 8 contains 12871 members 
Mstep: Class 9 contains 178006 members 
Mstep: Class 10 contains 22647 members 
Mstep: Class 11 contains 18528 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 48583 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 5149 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 70621 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32715 members 
Mstep: Class 22 contains 596 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419344.000000 Penalty: 78551.085938
Iteration 98Q: 24 clusters Score -1.264193e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 170143 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 151315 members 
Mstep: Class 7 contains 151849 members 
Mstep: Class 8 contains 12869 members 
Mstep: Class 9 contains 177980 members 
Mstep: Class 10 contains 23021 members 
Mstep: Class 11 contains 18533 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3662 members 
Mstep: Class 14 contains 48575 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 70591 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32681 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419296.000000 Penalty: 78551.085938
Iteration 99Q: 24 clusters Score -1.264193e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 8503 members 
Mstep: Class 4 contains 170176 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 151379 members 
Mstep: Class 7 contains 151338 members 
Mstep: Class 8 contains 12865 members 
Mstep: Class 9 contains 177986 members 
Mstep: Class 10 contains 23412 members 
Mstep: Class 11 contains 18534 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 48577 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 6969 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 70566 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32647 members 
Mstep: Class 22 contains 615 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419544.000000 Penalty: 78551.085938
Iteration 100F: 24 clusters Score -1.264195e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 8514 members 
Mstep: Class 4 contains 170254 members 
Mstep: Class 5 contains 23258 members 
Mstep: Class 6 contains 151383 members 
Mstep: Class 7 contains 150841 members 
Mstep: Class 8 contains 12863 members 
Mstep: Class 9 contains 177984 members 
Mstep: Class 10 contains 23799 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 48571 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 70542 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32612 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419888.000000 Penalty: 78551.085938
Iteration 101Q: 24 clusters Score -1.264199e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 170339 members 
Mstep: Class 5 contains 23272 members 
Mstep: Class 6 contains 151376 members 
Mstep: Class 7 contains 150298 members 
Mstep: Class 8 contains 12867 members 
Mstep: Class 9 contains 178003 members 
Mstep: Class 10 contains 24189 members 
Mstep: Class 11 contains 18543 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 48566 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 6987 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 70531 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32581 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420056.000000 Penalty: 78551.085938
Iteration 102Q: 24 clusters Score -1.264201e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 170438 members 
Mstep: Class 5 contains 23286 members 
Mstep: Class 6 contains 151384 members 
Mstep: Class 7 contains 149699 members 
Mstep: Class 8 contains 12870 members 
Mstep: Class 9 contains 178004 members 
Mstep: Class 10 contains 24591 members 
Mstep: Class 11 contains 18547 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 48572 members 
Mstep: Class 15 contains 596 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 70520 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32558 members 
Mstep: Class 22 contains 645 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419800.000000 Penalty: 78551.085938
Iteration 103Q: 24 clusters Score -1.264198e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 170513 members 
Mstep: Class 5 contains 23313 members 
Mstep: Class 6 contains 151373 members 
Mstep: Class 7 contains 149061 members 
Mstep: Class 8 contains 12872 members 
Mstep: Class 9 contains 178051 members 
Mstep: Class 10 contains 25006 members 
Mstep: Class 11 contains 18554 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 48591 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 6998 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 70498 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 32537 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420088.000000 Penalty: 78551.085938
Iteration 104Q: 24 clusters Score -1.264201e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 7515 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 170562 members 
Mstep: Class 5 contains 23329 members 
Mstep: Class 6 contains 151299 members 
Mstep: Class 7 contains 148459 members 
Mstep: Class 8 contains 12870 members 
Mstep: Class 9 contains 178180 members 
Mstep: Class 10 contains 25436 members 
Mstep: Class 11 contains 18548 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 48598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 7002 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 70490 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32516 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419984.000000 Penalty: 78551.085938
Iteration 105Q: 24 clusters Score -1.2642e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 7514 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 170639 members 
Mstep: Class 5 contains 23342 members 
Mstep: Class 6 contains 151238 members 
Mstep: Class 7 contains 147847 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 178316 members 
Mstep: Class 10 contains 25852 members 
Mstep: Class 11 contains 18551 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 48598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 7007 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 70475 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32496 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420208.000000 Penalty: 78551.085938
Iteration 106Q: 24 clusters Score -1.264202e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 8583 members 
Mstep: Class 4 contains 170729 members 
Mstep: Class 5 contains 23369 members 
Mstep: Class 6 contains 151266 members 
Mstep: Class 7 contains 147170 members 
Mstep: Class 8 contains 12862 members 
Mstep: Class 9 contains 178367 members 
Mstep: Class 10 contains 26287 members 
Mstep: Class 11 contains 18552 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3669 members 
Mstep: Class 14 contains 48600 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 70459 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32479 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420488.000000 Penalty: 78551.085938
Iteration 107Q: 24 clusters Score -1.264205e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 7517 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 170798 members 
Mstep: Class 5 contains 23390 members 
Mstep: Class 6 contains 151283 members 
Mstep: Class 7 contains 146499 members 
Mstep: Class 8 contains 12859 members 
Mstep: Class 9 contains 178449 members 
Mstep: Class 10 contains 26714 members 
Mstep: Class 11 contains 18552 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 48591 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 7010 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 70458 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32462 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420720.000000 Penalty: 78551.085938
Iteration 108Q: 24 clusters Score -1.264207e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 7520 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 170885 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 151286 members 
Mstep: Class 7 contains 145848 members 
Mstep: Class 8 contains 12856 members 
Mstep: Class 9 contains 178528 members 
Mstep: Class 10 contains 27145 members 
Mstep: Class 11 contains 18556 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 48593 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 7010 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 70451 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32443 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420520.000000 Penalty: 78551.085938
Iteration 109Q: 24 clusters Score -1.264205e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 170989 members 
Mstep: Class 5 contains 23430 members 
Mstep: Class 6 contains 151292 members 
Mstep: Class 7 contains 145221 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 178522 members 
Mstep: Class 10 contains 27594 members 
Mstep: Class 11 contains 18566 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 48592 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 7011 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 70451 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32432 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420480.000000 Penalty: 78551.085938
Iteration 110Q: 24 clusters Score -1.264205e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 7530 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 171062 members 
Mstep: Class 5 contains 23452 members 
Mstep: Class 6 contains 151289 members 
Mstep: Class 7 contains 144634 members 
Mstep: Class 8 contains 12851 members 
Mstep: Class 9 contains 178558 members 
Mstep: Class 10 contains 28010 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 48599 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 7013 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 70440 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32416 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420696.000000 Penalty: 78551.085938
Iteration 111Q: 24 clusters Score -1.264207e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 7533 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 4 contains 171142 members 
Mstep: Class 5 contains 23459 members 
Mstep: Class 6 contains 151289 members 
Mstep: Class 7 contains 144079 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 178562 members 
Mstep: Class 10 contains 28430 members 
Mstep: Class 11 contains 18567 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 48595 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5281 members 
Mstep: Class 17 contains 7015 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 70440 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32400 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420776.000000 Penalty: 78551.085938
Iteration 112Q: 24 clusters Score -1.264208e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 7534 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 171200 members 
Mstep: Class 5 contains 23483 members 
Mstep: Class 6 contains 151258 members 
Mstep: Class 7 contains 143569 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 178585 members 
Mstep: Class 10 contains 28855 members 
Mstep: Class 11 contains 18572 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3662 members 
Mstep: Class 14 contains 48596 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 70425 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32384 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420912.000000 Penalty: 78551.085938
Iteration 113Q: 24 clusters Score -1.264209e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 8604 members 
Mstep: Class 4 contains 171258 members 
Mstep: Class 5 contains 23525 members 
Mstep: Class 6 contains 151207 members 
Mstep: Class 7 contains 143050 members 
Mstep: Class 8 contains 12841 members 
Mstep: Class 9 contains 178608 members 
Mstep: Class 10 contains 29290 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3662 members 
Mstep: Class 14 contains 48589 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5317 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 70411 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32366 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420752.000000 Penalty: 78551.085938
Iteration 114Q: 24 clusters Score -1.264208e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 8612 members 
Mstep: Class 4 contains 171282 members 
Mstep: Class 5 contains 23579 members 
Mstep: Class 6 contains 151151 members 
Mstep: Class 7 contains 142541 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 178631 members 
Mstep: Class 10 contains 29706 members 
Mstep: Class 11 contains 18572 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 48590 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5337 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 70416 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32356 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420616.000000 Penalty: 78551.085938
Iteration 115Q: 24 clusters Score -1.264206e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 171275 members 
Mstep: Class 5 contains 23606 members 
Mstep: Class 6 contains 151110 members 
Mstep: Class 7 contains 142050 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 178696 members 
Mstep: Class 10 contains 30116 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 48606 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 70419 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32339 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420544.000000 Penalty: 78551.085938
Iteration 116Q: 24 clusters Score -1.264205e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 171275 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 151052 members 
Mstep: Class 7 contains 141598 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 178753 members 
Mstep: Class 10 contains 30516 members 
Mstep: Class 11 contains 18575 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 70420 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32322 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420864.000000 Penalty: 78551.085938
Iteration 117Q: 24 clusters Score -1.264209e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 171288 members 
Mstep: Class 5 contains 23646 members 
Mstep: Class 6 contains 151058 members 
Mstep: Class 7 contains 141151 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 178787 members 
Mstep: Class 10 contains 30888 members 
Mstep: Class 11 contains 18577 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 3662 members 
Mstep: Class 14 contains 48604 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32312 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420952.000000 Penalty: 78551.085938
Iteration 118Q: 24 clusters Score -1.26421e+08 nChanged 1565
Entering ConstructFrom: 
Score: -126420952.000000 Penalty: 78551.085938
Entering ConstructFrom: 
Trying to split cluster 1 (40018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Entering Unmasked Estep 
Score: -5473307.000000 Penalty: 2628.077148
	Iteration 0F: 2 clusters Score -5473307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5446255.000000 Penalty: 5256.154297
	Iteration 0F: 3 clusters Score -5446255 nChanged 18275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5456006.000000 Penalty: 5256.154297
	Iteration 1F: 3 clusters Score -5456006 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -5456443.000000 Penalty: 5256.154297
	Iteration 2Q: 3 clusters Score -5456443 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5456812.000000 Penalty: 5256.154297
	Iteration 3Q: 3 clusters Score -5456812 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5457093.500000 Penalty: 5256.154297
	Iteration 4Q: 3 clusters Score -5457094 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5457429.000000 Penalty: 5256.154297
	Iteration 5Q: 3 clusters Score -5457429 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5457756.000000 Penalty: 5256.154297
	Iteration 6Q: 3 clusters Score -5457756 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5458244.000000 Penalty: 5256.154297
	Iteration 7Q: 3 clusters Score -5458244 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5458938.500000 Penalty: 5256.154297
	Iteration 8Q: 3 clusters Score -5458938 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5460069.000000 Penalty: 5256.154297
	Iteration 9F: 3 clusters Score -5460069 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -5461898.000000 Penalty: 5256.154297
	Iteration 10F: 3 clusters Score -5461898 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5464483.000000 Penalty: 5256.154297
	Iteration 11F: 3 clusters Score -5464483 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5467239.500000 Penalty: 5256.154297
	Iteration 12F: 3 clusters Score -5467240 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5469207.500000 Penalty: 5256.154297
	Iteration 13F: 3 clusters Score -5469208 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5470240.500000 Penalty: 5256.154297
	Iteration 14Q: 3 clusters Score -5470240 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5470639.500000 Penalty: 5256.154297
	Iteration 15Q: 3 clusters Score -5470640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5470788.500000 Penalty: 5256.154297
	Iteration 16Q: 3 clusters Score -5470788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5470886.000000 Penalty: 5256.154297
	Iteration 17Q: 3 clusters Score -5470886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5470921.000000 Penalty: 5256.154297
	Iteration 18Q: 3 clusters Score -5470921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5470946.000000 Penalty: 5256.154297
	Iteration 19Q: 3 clusters Score -5470946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5470952.000000 Penalty: 5256.154297
	Iteration 20F: 3 clusters Score -5470952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5470955.500000 Penalty: 5256.154297
	Iteration 21Q: 3 clusters Score -5470956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5470955.500000 Penalty: 5256.154297
	Iteration 22F: 3 clusters Score -5470956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -978910.062500 Penalty: 2213.973877
	Iteration 0F: 2 clusters Score -978910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -972819.375000 Penalty: 4427.947754
	Iteration 0F: 3 clusters Score -972819.4 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -974486.312500 Penalty: 4427.947754
	Iteration 1F: 3 clusters Score -974486.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -974821.500000 Penalty: 4427.947754
	Iteration 2F: 3 clusters Score -974821.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -975083.625000 Penalty: 4427.947754
	Iteration 3F: 3 clusters Score -975083.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -975316.875000 Penalty: 4427.947754
	Iteration 4F: 3 clusters Score -975316.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -975541.375000 Penalty: 4427.947754
	Iteration 5Q: 3 clusters Score -975541.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -975737.750000 Penalty: 4427.947754
	Iteration 6Q: 3 clusters Score -975737.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -975917.875000 Penalty: 4427.947754
	Iteration 7Q: 3 clusters Score -975917.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -976084.500000 Penalty: 4427.947754
	Iteration 8Q: 3 clusters Score -976084.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -976245.687500 Penalty: 4427.947754
	Iteration 9Q: 3 clusters Score -976245.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -976403.375000 Penalty: 4427.947754
	Iteration 10Q: 3 clusters Score -976403.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -976542.500000 Penalty: 4427.947754
	Iteration 11Q: 3 clusters Score -976542.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -976691.375000 Penalty: 4427.947754
	Iteration 12Q: 3 clusters Score -976691.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -976809.187500 Penalty: 4427.947754
	Iteration 13Q: 3 clusters Score -976809.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -976902.250000 Penalty: 4427.947754
	Iteration 14Q: 3 clusters Score -976902.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -976975.187500 Penalty: 4427.947754
	Iteration 15Q: 3 clusters Score -976975.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -977036.187500 Penalty: 4427.947754
	Iteration 16Q: 3 clusters Score -977036.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -977083.500000 Penalty: 4427.947754
	Iteration 17Q: 3 clusters Score -977083.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -977120.187500 Penalty: 4427.947754
	Iteration 18Q: 3 clusters Score -977120.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -977139.437500 Penalty: 4427.947754
	Iteration 19Q: 3 clusters Score -977139.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -977149.375000 Penalty: 4427.947754
	Iteration 20F: 3 clusters Score -977149.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -977157.312500 Penalty: 4427.947754
	Iteration 21Q: 3 clusters Score -977157.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -977167.250000 Penalty: 4427.947754
	Iteration 22Q: 3 clusters Score -977167.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -977178.250000 Penalty: 4427.947754
	Iteration 23Q: 3 clusters Score -977178.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -977185.875000 Penalty: 4427.947754
	Iteration 24Q: 3 clusters Score -977185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -977192.812500 Penalty: 4427.947754
	Iteration 25Q: 3 clusters Score -977192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -977195.187500 Penalty: 4427.947754
	Iteration 26Q: 3 clusters Score -977195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -977195.937500 Penalty: 4427.947754
	Iteration 27Q: 3 clusters Score -977195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -977196.125000 Penalty: 4427.947754
	Iteration 28Q: 3 clusters Score -977196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -977197.625000 Penalty: 4427.947754
	Iteration 29Q: 3 clusters Score -977197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -977197.062500 Penalty: 4427.947754
	Iteration 30Q: 3 clusters Score -977197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -977197.062500 Penalty: 4427.947754
	Iteration 31F: 3 clusters Score -977197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Entering Unmasked Estep 
Score: -1096189.875000 Penalty: 2247.250000
	Iteration 0F: 2 clusters Score -1096190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1089407.875000 Penalty: 4494.500000
	Iteration 0F: 3 clusters Score -1089408 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1091309.375000 Penalty: 4494.500000
	Iteration 1F: 3 clusters Score -1091309 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1091574.625000 Penalty: 4494.500000
	Iteration 2F: 3 clusters Score -1091575 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1091773.875000 Penalty: 4494.500000
	Iteration 3Q: 3 clusters Score -1091774 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1091951.625000 Penalty: 4494.500000
	Iteration 4Q: 3 clusters Score -1091952 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1092128.625000 Penalty: 4494.500000
	Iteration 5Q: 3 clusters Score -1092129 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1092307.250000 Penalty: 4494.500000
	Iteration 6Q: 3 clusters Score -1092307 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1092482.750000 Penalty: 4494.500000
	Iteration 7Q: 3 clusters Score -1092483 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1092649.625000 Penalty: 4494.500000
	Iteration 8Q: 3 clusters Score -1092650 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1092804.375000 Penalty: 4494.500000
	Iteration 9Q: 3 clusters Score -1092804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1092983.875000 Penalty: 4494.500000
	Iteration 10Q: 3 clusters Score -1092984 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1093163.375000 Penalty: 4494.500000
	Iteration 11Q: 3 clusters Score -1093163 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1093342.000000 Penalty: 4494.500000
	Iteration 12Q: 3 clusters Score -1093342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1093472.125000 Penalty: 4494.500000
	Iteration 13Q: 3 clusters Score -1093472 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1093607.125000 Penalty: 4494.500000
	Iteration 14Q: 3 clusters Score -1093607 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1093715.250000 Penalty: 4494.500000
	Iteration 15Q: 3 clusters Score -1093715 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1093800.875000 Penalty: 4494.500000
	Iteration 16Q: 3 clusters Score -1093801 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1093871.000000 Penalty: 4494.500000
	Iteration 17Q: 3 clusters Score -1093871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1093918.750000 Penalty: 4494.500000
	Iteration 18Q: 3 clusters Score -1093919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1093962.625000 Penalty: 4494.500000
	Iteration 19Q: 3 clusters Score -1093963 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1094004.625000 Penalty: 4494.500000
	Iteration 20F: 3 clusters Score -1094005 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1094050.625000 Penalty: 4494.500000
	Iteration 21Q: 3 clusters Score -1094051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1094092.625000 Penalty: 4494.500000
	Iteration 22Q: 3 clusters Score -1094093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1094111.500000 Penalty: 4494.500000
	Iteration 23Q: 3 clusters Score -1094112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1094126.875000 Penalty: 4494.500000
	Iteration 24Q: 3 clusters Score -1094127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1094142.375000 Penalty: 4494.500000
	Iteration 25Q: 3 clusters Score -1094142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1094155.125000 Penalty: 4494.500000
	Iteration 26Q: 3 clusters Score -1094155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1094165.875000 Penalty: 4494.500000
	Iteration 27Q: 3 clusters Score -1094166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1094173.250000 Penalty: 4494.500000
	Iteration 28Q: 3 clusters Score -1094173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1094179.000000 Penalty: 4494.500000
	Iteration 29Q: 3 clusters Score -1094179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1094184.750000 Penalty: 4494.500000
	Iteration 30Q: 3 clusters Score -1094185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1094190.625000 Penalty: 4494.500000
	Iteration 31Q: 3 clusters Score -1094191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1094193.750000 Penalty: 4494.500000
	Iteration 32Q: 3 clusters Score -1094194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1094197.625000 Penalty: 4494.500000
	Iteration 33Q: 3 clusters Score -1094198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1094197.875000 Penalty: 4494.500000
	Iteration 34Q: 3 clusters Score -1094198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1094202.375000 Penalty: 4494.500000
	Iteration 35Q: 3 clusters Score -1094202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1094204.125000 Penalty: 4494.500000
	Iteration 36Q: 3 clusters Score -1094204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1094205.375000 Penalty: 4494.500000
	Iteration 37Q: 3 clusters Score -1094205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1094207.250000 Penalty: 4494.500000
	Iteration 38Q: 3 clusters Score -1094207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1094212.125000 Penalty: 4494.500000
	Iteration 39Q: 3 clusters Score -1094212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1094212.750000 Penalty: 4494.500000
	Iteration 40F: 3 clusters Score -1094213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1094217.250000 Penalty: 4494.500000
	Iteration 41Q: 3 clusters Score -1094217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1094219.375000 Penalty: 4494.500000
	Iteration 42Q: 3 clusters Score -1094219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1094223.125000 Penalty: 4494.500000
	Iteration 43Q: 3 clusters Score -1094223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1094225.250000 Penalty: 4494.500000
	Iteration 44Q: 3 clusters Score -1094225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1094230.000000 Penalty: 4494.500000
	Iteration 45Q: 3 clusters Score -1094230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1094230.750000 Penalty: 4494.500000
	Iteration 46Q: 3 clusters Score -1094231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1094234.875000 Penalty: 4494.500000
	Iteration 47Q: 3 clusters Score -1094235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1094235.750000 Penalty: 4494.500000
	Iteration 48Q: 3 clusters Score -1094236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1094238.625000 Penalty: 4494.500000
	Iteration 49Q: 3 clusters Score -1094239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1094239.250000 Penalty: 4494.500000
	Iteration 50Q: 3 clusters Score -1094239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1094241.500000 Penalty: 4494.500000
	Iteration 51Q: 3 clusters Score -1094242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1094243.750000 Penalty: 4494.500000
	Iteration 52Q: 3 clusters Score -1094244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1094249.000000 Penalty: 4494.500000
	Iteration 53Q: 3 clusters Score -1094249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1094250.875000 Penalty: 4494.500000
	Iteration 54Q: 3 clusters Score -1094251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1094251.750000 Penalty: 4494.500000
	Iteration 55Q: 3 clusters Score -1094252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1094254.250000 Penalty: 4494.500000
	Iteration 56Q: 3 clusters Score -1094254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1094253.625000 Penalty: 4494.500000
	Iteration 57Q: 3 clusters Score -1094254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1094256.250000 Penalty: 4494.500000
	Iteration 58Q: 3 clusters Score -1094256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1094257.375000 Penalty: 4494.500000
	Iteration 59Q: 3 clusters Score -1094257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1094258.125000 Penalty: 4494.500000
	Iteration 60F: 3 clusters Score -1094258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1094261.125000 Penalty: 4494.500000
	Iteration 61Q: 3 clusters Score -1094261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1094261.125000 Penalty: 4494.500000
	Iteration 62F: 3 clusters Score -1094261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Entering Unmasked Estep 
Score: -23230390.000000 Penalty: 2988.747070
	Iteration 0F: 2 clusters Score -2.323039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -23119632.000000 Penalty: 5977.494141
	Iteration 0F: 3 clusters Score -2.311963e+07 nChanged 82242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -23167912.000000 Penalty: 5977.494141
	Iteration 1F: 3 clusters Score -2.316791e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -23169490.000000 Penalty: 5977.494141
	Iteration 2Q: 3 clusters Score -2.316949e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -23171890.000000 Penalty: 5977.494141
	Iteration 3Q: 3 clusters Score -2.317189e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -23175362.000000 Penalty: 5977.494141
	Iteration 4Q: 3 clusters Score -2.317536e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -23180988.000000 Penalty: 5977.494141
	Iteration 5F: 3 clusters Score -2.318099e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -23189118.000000 Penalty: 5977.494141
	Iteration 6F: 3 clusters Score -2.318912e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 130753 members 
Entering Unmasked Estep 
Score: -23198588.000000 Penalty: 5977.494141
	Iteration 7F: 3 clusters Score -2.319859e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 140562 members 
Entering Unmasked Estep 
Score: -23207288.000000 Penalty: 5977.494141
	Iteration 8F: 3 clusters Score -2.320729e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -23213968.000000 Penalty: 5977.494141
	Iteration 9F: 3 clusters Score -2.321397e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 153966 members 
Entering Unmasked Estep 
Score: -23218670.000000 Penalty: 5977.494141
	Iteration 10Q: 3 clusters Score -2.321867e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -23221738.000000 Penalty: 5977.494141
	Iteration 11Q: 3 clusters Score -2.322174e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -23223622.000000 Penalty: 5977.494141
	Iteration 12Q: 3 clusters Score -2.322362e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -23224778.000000 Penalty: 5977.494141
	Iteration 13Q: 3 clusters Score -2.322478e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -23225506.000000 Penalty: 5977.494141
	Iteration 14Q: 3 clusters Score -2.322551e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 166205 members 
Entering Unmasked Estep 
Score: -23226124.000000 Penalty: 5977.494141
	Iteration 15Q: 3 clusters Score -2.322612e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -23226586.000000 Penalty: 5977.494141
	Iteration 16Q: 3 clusters Score -2.322659e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 167761 members 
Entering Unmasked Estep 
Score: -23227052.000000 Penalty: 5977.494141
	Iteration 17Q: 3 clusters Score -2.322705e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 168265 members 
Entering Unmasked Estep 
Score: -23227296.000000 Penalty: 5977.494141
	Iteration 18Q: 3 clusters Score -2.32273e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 168674 members 
Entering Unmasked Estep 
Score: -23227458.000000 Penalty: 5977.494141
	Iteration 19Q: 3 clusters Score -2.322746e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -23227612.000000 Penalty: 5977.494141
	Iteration 20F: 3 clusters Score -2.322761e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -23227656.000000 Penalty: 5977.494141
	Iteration 21Q: 3 clusters Score -2.322766e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -23227726.000000 Penalty: 5977.494141
	Iteration 22Q: 3 clusters Score -2.322773e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 169507 members 
Entering Unmasked Estep 
Score: -23227810.000000 Penalty: 5977.494141
	Iteration 23Q: 3 clusters Score -2.322781e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 169611 members 
Entering Unmasked Estep 
Score: -23227852.000000 Penalty: 5977.494141
	Iteration 24Q: 3 clusters Score -2.322785e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 169694 members 
Entering Unmasked Estep 
Score: -23227936.000000 Penalty: 5977.494141
	Iteration 25Q: 3 clusters Score -2.322794e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -23227954.000000 Penalty: 5977.494141
	Iteration 26Q: 3 clusters Score -2.322795e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -23227954.000000 Penalty: 5977.494141
	Iteration 27Q: 3 clusters Score -2.322795e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 169840 members 
Entering Unmasked Estep 
Score: -23227958.000000 Penalty: 5977.494141
	Iteration 28Q: 3 clusters Score -2.322796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -23227958.000000 Penalty: 5977.494141
	Iteration 29Q: 3 clusters Score -2.322796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -23227948.000000 Penalty: 5977.494141
	Iteration 30Q: 3 clusters Score -2.322795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -23227980.000000 Penalty: 5977.494141
	Iteration 31Q: 3 clusters Score -2.322798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -23227968.000000 Penalty: 5977.494141
	Iteration 32Q: 3 clusters Score -2.322797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -23227962.000000 Penalty: 5977.494141
	Iteration 33Q: 3 clusters Score -2.322796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -23227958.000000 Penalty: 5977.494141
	Iteration 34Q: 3 clusters Score -2.322796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -23227942.000000 Penalty: 5977.494141
	Iteration 35Q: 3 clusters Score -2.322794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 169965 members 
Entering Unmasked Estep 
Score: -23227922.000000 Penalty: 5977.494141
	Iteration 36Q: 3 clusters Score -2.322792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -23227916.000000 Penalty: 5977.494141
	Iteration 37Q: 3 clusters Score -2.322792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -23227928.000000 Penalty: 5977.494141
	Iteration 38Q: 3 clusters Score -2.322793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -23227942.000000 Penalty: 5977.494141
	Iteration 39Q: 3 clusters Score -2.322794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -23227962.000000 Penalty: 5977.494141
	Iteration 40F: 3 clusters Score -2.322796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 170023 members 
Entering Unmasked Estep 
Score: -23227952.000000 Penalty: 5977.494141
	Iteration 41Q: 3 clusters Score -2.322795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -23227940.000000 Penalty: 5977.494141
	Iteration 42Q: 3 clusters Score -2.322794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -23227944.000000 Penalty: 5977.494141
	Iteration 43Q: 3 clusters Score -2.322794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -23227960.000000 Penalty: 5977.494141
	Iteration 44Q: 3 clusters Score -2.322796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -23227948.000000 Penalty: 5977.494141
	Iteration 45Q: 3 clusters Score -2.322795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -23227956.000000 Penalty: 5977.494141
	Iteration 46Q: 3 clusters Score -2.322796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -23227962.000000 Penalty: 5977.494141
	Iteration 47Q: 3 clusters Score -2.322796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 170066 members 
Entering Unmasked Estep 
Score: -23227958.000000 Penalty: 5977.494141
	Iteration 48Q: 3 clusters Score -2.322796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -23227972.000000 Penalty: 5977.494141
	Iteration 49Q: 3 clusters Score -2.322797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 170070 members 
Entering Unmasked Estep 
Score: -23227966.000000 Penalty: 5977.494141
	Iteration 50Q: 3 clusters Score -2.322797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 170073 members 
Entering Unmasked Estep 
Score: -23227960.000000 Penalty: 5977.494141
	Iteration 51Q: 3 clusters Score -2.322796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -23227944.000000 Penalty: 5977.494141
	Iteration 52Q: 3 clusters Score -2.322794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -23227946.000000 Penalty: 5977.494141
	Iteration 53Q: 3 clusters Score -2.322795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 170078 members 
Entering Unmasked Estep 
Score: -23227956.000000 Penalty: 5977.494141
	Iteration 54Q: 3 clusters Score -2.322796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -23227944.000000 Penalty: 5977.494141
	Iteration 55Q: 3 clusters Score -2.322794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -23227944.000000 Penalty: 5977.494141
	Iteration 56F: 3 clusters Score -2.322794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Entering Unmasked Estep 
Score: -3247181.500000 Penalty: 2497.773682
	Iteration 0F: 2 clusters Score -3247182 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 11861 members 
Entering Unmasked Estep 
Score: -3230812.500000 Penalty: 4995.547363
	Iteration 0F: 3 clusters Score -3230812 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3236283.000000 Penalty: 4995.547363
	Iteration 1F: 3 clusters Score -3236283 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3236659.500000 Penalty: 4995.547363
	Iteration 2Q: 3 clusters Score -3236660 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3236965.250000 Penalty: 4995.547363
	Iteration 3Q: 3 clusters Score -3236965 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3237192.250000 Penalty: 4995.547363
	Iteration 4Q: 3 clusters Score -3237192 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3237396.250000 Penalty: 4995.547363
	Iteration 5Q: 3 clusters Score -3237396 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3237579.250000 Penalty: 4995.547363
	Iteration 6Q: 3 clusters Score -3237579 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3237739.750000 Penalty: 4995.547363
	Iteration 7Q: 3 clusters Score -3237740 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3237899.250000 Penalty: 4995.547363
	Iteration 8Q: 3 clusters Score -3237899 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3238005.000000 Penalty: 4995.547363
	Iteration 9Q: 3 clusters Score -3238005 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3238097.750000 Penalty: 4995.547363
	Iteration 10Q: 3 clusters Score -3238098 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3238194.250000 Penalty: 4995.547363
	Iteration 11Q: 3 clusters Score -3238194 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3238297.000000 Penalty: 4995.547363
	Iteration 12Q: 3 clusters Score -3238297 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3238403.250000 Penalty: 4995.547363
	Iteration 13Q: 3 clusters Score -3238403 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3238573.250000 Penalty: 4995.547363
	Iteration 14Q: 3 clusters Score -3238573 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3238795.250000 Penalty: 4995.547363
	Iteration 15Q: 3 clusters Score -3238795 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3239100.500000 Penalty: 4995.547363
	Iteration 16Q: 3 clusters Score -3239100 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3239573.500000 Penalty: 4995.547363
	Iteration 17Q: 3 clusters Score -3239574 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3240252.000000 Penalty: 4995.547363
	Iteration 18Q: 3 clusters Score -3240252 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3241109.250000 Penalty: 4995.547363
	Iteration 19F: 3 clusters Score -3241109 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3242045.250000 Penalty: 4995.547363
	Iteration 20F: 3 clusters Score -3242045 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3242902.500000 Penalty: 4995.547363
	Iteration 21Q: 3 clusters Score -3242902 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3243585.500000 Penalty: 4995.547363
	Iteration 22Q: 3 clusters Score -3243586 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3244024.750000 Penalty: 4995.547363
	Iteration 23Q: 3 clusters Score -3244025 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3244290.000000 Penalty: 4995.547363
	Iteration 24Q: 3 clusters Score -3244290 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3244450.000000 Penalty: 4995.547363
	Iteration 25Q: 3 clusters Score -3244450 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3244546.750000 Penalty: 4995.547363
	Iteration 26Q: 3 clusters Score -3244547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3244634.500000 Penalty: 4995.547363
	Iteration 27Q: 3 clusters Score -3244634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3244709.750000 Penalty: 4995.547363
	Iteration 28Q: 3 clusters Score -3244710 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3244745.500000 Penalty: 4995.547363
	Iteration 29Q: 3 clusters Score -3244746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3244783.750000 Penalty: 4995.547363
	Iteration 30Q: 3 clusters Score -3244784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3244813.250000 Penalty: 4995.547363
	Iteration 31Q: 3 clusters Score -3244813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3244844.500000 Penalty: 4995.547363
	Iteration 32Q: 3 clusters Score -3244844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3244873.500000 Penalty: 4995.547363
	Iteration 33Q: 3 clusters Score -3244874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3244895.000000 Penalty: 4995.547363
	Iteration 34Q: 3 clusters Score -3244895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3244905.250000 Penalty: 4995.547363
	Iteration 35Q: 3 clusters Score -3244905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3244923.000000 Penalty: 4995.547363
	Iteration 36Q: 3 clusters Score -3244923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3244939.000000 Penalty: 4995.547363
	Iteration 37Q: 3 clusters Score -3244939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3244950.500000 Penalty: 4995.547363
	Iteration 38Q: 3 clusters Score -3244950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3244943.750000 Penalty: 4995.547363
	Iteration 39Q: 3 clusters Score -3244944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3244955.500000 Penalty: 4995.547363
	Iteration 40F: 3 clusters Score -3244956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3244962.750000 Penalty: 4995.547363
	Iteration 41Q: 3 clusters Score -3244963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3244965.000000 Penalty: 4995.547363
	Iteration 42Q: 3 clusters Score -3244965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3244965.750000 Penalty: 4995.547363
	Iteration 43Q: 3 clusters Score -3244966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3244968.500000 Penalty: 4995.547363
	Iteration 44Q: 3 clusters Score -3244968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3244967.750000 Penalty: 4995.547363
	Iteration 45Q: 3 clusters Score -3244968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3244967.250000 Penalty: 4995.547363
	Iteration 46Q: 3 clusters Score -3244967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3244967.750000 Penalty: 4995.547363
	Iteration 47Q: 3 clusters Score -3244968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3244967.750000 Penalty: 4995.547363
	Iteration 48F: 3 clusters Score -3244968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (151039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Entering Unmasked Estep 
Score: -20410720.000000 Penalty: 2957.472656
	Iteration 0F: 2 clusters Score -2.041072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -20312206.000000 Penalty: 5914.945312
	Iteration 0F: 3 clusters Score -2.031221e+07 nChanged 72139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -20354584.000000 Penalty: 5914.945312
	Iteration 1F: 3 clusters Score -2.035458e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -20356602.000000 Penalty: 5914.945312
	Iteration 2Q: 3 clusters Score -2.03566e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -20359882.000000 Penalty: 5914.945312
	Iteration 3Q: 3 clusters Score -2.035988e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -20365210.000000 Penalty: 5914.945312
	Iteration 4F: 3 clusters Score -2.036521e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -20373060.000000 Penalty: 5914.945312
	Iteration 5F: 3 clusters Score -2.037306e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -20382616.000000 Penalty: 5914.945312
	Iteration 6F: 3 clusters Score -2.038262e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -20391548.000000 Penalty: 5914.945312
	Iteration 7F: 3 clusters Score -2.039155e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -20398274.000000 Penalty: 5914.945312
	Iteration 8Q: 3 clusters Score -2.039827e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140875 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -20402216.000000 Penalty: 5914.945312
	Iteration 9Q: 3 clusters Score -2.040222e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143875 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -20404474.000000 Penalty: 5914.945312
	Iteration 10Q: 3 clusters Score -2.040447e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145785 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -20405704.000000 Penalty: 5914.945312
	Iteration 11Q: 3 clusters Score -2.04057e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -20406568.000000 Penalty: 5914.945312
	Iteration 12Q: 3 clusters Score -2.040657e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147823 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -20406968.000000 Penalty: 5914.945312
	Iteration 13Q: 3 clusters Score -2.040697e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20407236.000000 Penalty: 5914.945312
	Iteration 14Q: 3 clusters Score -2.040724e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -20407458.000000 Penalty: 5914.945312
	Iteration 15Q: 3 clusters Score -2.040746e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -20407664.000000 Penalty: 5914.945312
	Iteration 16Q: 3 clusters Score -2.040766e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20407822.000000 Penalty: 5914.945312
	Iteration 17Q: 3 clusters Score -2.040782e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20407836.000000 Penalty: 5914.945312
	Iteration 18Q: 3 clusters Score -2.040784e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20407910.000000 Penalty: 5914.945312
	Iteration 19Q: 3 clusters Score -2.040791e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149633 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20407984.000000 Penalty: 5914.945312
	Iteration 20F: 3 clusters Score -2.040798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20407992.000000 Penalty: 5914.945312
	Iteration 21Q: 3 clusters Score -2.040799e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20408004.000000 Penalty: 5914.945312
	Iteration 22Q: 3 clusters Score -2.0408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20408016.000000 Penalty: 5914.945312
	Iteration 23Q: 3 clusters Score -2.040802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149799 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20408034.000000 Penalty: 5914.945312
	Iteration 24Q: 3 clusters Score -2.040803e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20408048.000000 Penalty: 5914.945312
	Iteration 25Q: 3 clusters Score -2.040805e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20408074.000000 Penalty: 5914.945312
	Iteration 26Q: 3 clusters Score -2.040807e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20408088.000000 Penalty: 5914.945312
	Iteration 27Q: 3 clusters Score -2.040809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20408070.000000 Penalty: 5914.945312
	Iteration 28Q: 3 clusters Score -2.040807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20408072.000000 Penalty: 5914.945312
	Iteration 29Q: 3 clusters Score -2.040807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149923 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -20408062.000000 Penalty: 5914.945312
	Iteration 30Q: 3 clusters Score -2.040806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20408086.000000 Penalty: 5914.945312
	Iteration 31Q: 3 clusters Score -2.040809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20408092.000000 Penalty: 5914.945312
	Iteration 32Q: 3 clusters Score -2.040809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149972 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20408118.000000 Penalty: 5914.945312
	Iteration 33Q: 3 clusters Score -2.040812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20408134.000000 Penalty: 5914.945312
	Iteration 34Q: 3 clusters Score -2.040813e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20408130.000000 Penalty: 5914.945312
	Iteration 35Q: 3 clusters Score -2.040813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20408130.000000 Penalty: 5914.945312
	Iteration 36Q: 3 clusters Score -2.040813e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20408142.000000 Penalty: 5914.945312
	Iteration 37Q: 3 clusters Score -2.040814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150043 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20408154.000000 Penalty: 5914.945312
	Iteration 38Q: 3 clusters Score -2.040815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20408172.000000 Penalty: 5914.945312
	Iteration 39Q: 3 clusters Score -2.040817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20408190.000000 Penalty: 5914.945312
	Iteration 40F: 3 clusters Score -2.040819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150068 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20408170.000000 Penalty: 5914.945312
	Iteration 41Q: 3 clusters Score -2.040817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20408186.000000 Penalty: 5914.945312
	Iteration 42Q: 3 clusters Score -2.040819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20408190.000000 Penalty: 5914.945312
	Iteration 43Q: 3 clusters Score -2.040819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150092 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20408208.000000 Penalty: 5914.945312
	Iteration 44Q: 3 clusters Score -2.040821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150104 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20408236.000000 Penalty: 5914.945312
	Iteration 45Q: 3 clusters Score -2.040824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20408226.000000 Penalty: 5914.945312
	Iteration 46Q: 3 clusters Score -2.040823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20408218.000000 Penalty: 5914.945312
	Iteration 47Q: 3 clusters Score -2.040822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20408244.000000 Penalty: 5914.945312
	Iteration 48Q: 3 clusters Score -2.040824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20408234.000000 Penalty: 5914.945312
	Iteration 49Q: 3 clusters Score -2.040823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20408242.000000 Penalty: 5914.945312
	Iteration 50Q: 3 clusters Score -2.040824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20408254.000000 Penalty: 5914.945312
	Iteration 51Q: 3 clusters Score -2.040825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150128 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20408256.000000 Penalty: 5914.945312
	Iteration 52Q: 3 clusters Score -2.040826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20408260.000000 Penalty: 5914.945312
	Iteration 53Q: 3 clusters Score -2.040826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -20408246.000000 Penalty: 5914.945312
	Iteration 54Q: 3 clusters Score -2.040825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -20408242.000000 Penalty: 5914.945312
	Iteration 55Q: 3 clusters Score -2.040824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150130 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20408248.000000 Penalty: 5914.945312
	Iteration 56Q: 3 clusters Score -2.040825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150130 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20408248.000000 Penalty: 5914.945312
	Iteration 57F: 3 clusters Score -2.040825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Entering Unmasked Estep 
Score: -19040666.000000 Penalty: 2939.854004
	Iteration 0F: 2 clusters Score -1.904067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -18948136.000000 Penalty: 5879.708008
	Iteration 0F: 3 clusters Score -1.894814e+07 nChanged 67254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -18987048.000000 Penalty: 5879.708008
	Iteration 1F: 3 clusters Score -1.898705e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -18988038.000000 Penalty: 5879.708008
	Iteration 2Q: 3 clusters Score -1.898804e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -18989546.000000 Penalty: 5879.708008
	Iteration 3Q: 3 clusters Score -1.898955e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -18991936.000000 Penalty: 5879.708008
	Iteration 4Q: 3 clusters Score -1.899194e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -18995566.000000 Penalty: 5879.708008
	Iteration 5F: 3 clusters Score -1.899557e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -19000972.000000 Penalty: 5879.708008
	Iteration 6F: 3 clusters Score -1.900097e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -19008462.000000 Penalty: 5879.708008
	Iteration 7F: 3 clusters Score -1.900846e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -19016696.000000 Penalty: 5879.708008
	Iteration 8F: 3 clusters Score -1.90167e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -19023442.000000 Penalty: 5879.708008
	Iteration 9F: 3 clusters Score -1.902344e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 107853 members 
Entering Unmasked Estep 
Score: -19027938.000000 Penalty: 5879.708008
	Iteration 10Q: 3 clusters Score -1.902794e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -19030120.000000 Penalty: 5879.708008
	Iteration 11Q: 3 clusters Score -1.903012e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -19031396.000000 Penalty: 5879.708008
	Iteration 12Q: 3 clusters Score -1.90314e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 115768 members 
Entering Unmasked Estep 
Score: -19032252.000000 Penalty: 5879.708008
	Iteration 13Q: 3 clusters Score -1.903225e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -19032926.000000 Penalty: 5879.708008
	Iteration 14Q: 3 clusters Score -1.903293e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -19033642.000000 Penalty: 5879.708008
	Iteration 15Q: 3 clusters Score -1.903364e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -19034222.000000 Penalty: 5879.708008
	Iteration 16Q: 3 clusters Score -1.903422e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -19034842.000000 Penalty: 5879.708008
	Iteration 17Q: 3 clusters Score -1.903484e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -19035394.000000 Penalty: 5879.708008
	Iteration 18Q: 3 clusters Score -1.903539e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 126128 members 
Entering Unmasked Estep 
Score: -19035866.000000 Penalty: 5879.708008
	Iteration 19Q: 3 clusters Score -1.903587e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -19036300.000000 Penalty: 5879.708008
	Iteration 20F: 3 clusters Score -1.90363e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 128572 members 
Entering Unmasked Estep 
Score: -19036672.000000 Penalty: 5879.708008
	Iteration 21Q: 3 clusters Score -1.903667e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -19037060.000000 Penalty: 5879.708008
	Iteration 22Q: 3 clusters Score -1.903706e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -19037332.000000 Penalty: 5879.708008
	Iteration 23Q: 3 clusters Score -1.903733e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -19037730.000000 Penalty: 5879.708008
	Iteration 24Q: 3 clusters Score -1.903773e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -19037918.000000 Penalty: 5879.708008
	Iteration 25Q: 3 clusters Score -1.903792e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 133211 members 
Entering Unmasked Estep 
Score: -19038238.000000 Penalty: 5879.708008
	Iteration 26Q: 3 clusters Score -1.903824e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -19038394.000000 Penalty: 5879.708008
	Iteration 27Q: 3 clusters Score -1.903839e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -19038588.000000 Penalty: 5879.708008
	Iteration 28Q: 3 clusters Score -1.903859e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -19038774.000000 Penalty: 5879.708008
	Iteration 29Q: 3 clusters Score -1.903877e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -19038994.000000 Penalty: 5879.708008
	Iteration 30Q: 3 clusters Score -1.903899e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -19039144.000000 Penalty: 5879.708008
	Iteration 31Q: 3 clusters Score -1.903914e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 135733 members 
Entering Unmasked Estep 
Score: -19039232.000000 Penalty: 5879.708008
	Iteration 32Q: 3 clusters Score -1.903923e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -19039348.000000 Penalty: 5879.708008
	Iteration 33Q: 3 clusters Score -1.903935e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -19039378.000000 Penalty: 5879.708008
	Iteration 34Q: 3 clusters Score -1.903938e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 136266 members 
Entering Unmasked Estep 
Score: -19039398.000000 Penalty: 5879.708008
	Iteration 35Q: 3 clusters Score -1.90394e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 136383 members 
Entering Unmasked Estep 
Score: -19039436.000000 Penalty: 5879.708008
	Iteration 36Q: 3 clusters Score -1.903944e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -19039456.000000 Penalty: 5879.708008
	Iteration 37Q: 3 clusters Score -1.903946e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 136576 members 
Entering Unmasked Estep 
Score: -19039434.000000 Penalty: 5879.708008
	Iteration 38Q: 3 clusters Score -1.903943e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -19039452.000000 Penalty: 5879.708008
	Iteration 39Q: 3 clusters Score -1.903945e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -19039488.000000 Penalty: 5879.708008
	Iteration 40F: 3 clusters Score -1.903949e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -19039512.000000 Penalty: 5879.708008
	Iteration 41Q: 3 clusters Score -1.903951e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -19039506.000000 Penalty: 5879.708008
	Iteration 42Q: 3 clusters Score -1.903951e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 136872 members 
Entering Unmasked Estep 
Score: -19039526.000000 Penalty: 5879.708008
	Iteration 43Q: 3 clusters Score -1.903953e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 136921 members 
Entering Unmasked Estep 
Score: -19039552.000000 Penalty: 5879.708008
	Iteration 44Q: 3 clusters Score -1.903955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -19039544.000000 Penalty: 5879.708008
	Iteration 45Q: 3 clusters Score -1.903954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -19039534.000000 Penalty: 5879.708008
	Iteration 46Q: 3 clusters Score -1.903953e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 137033 members 
Entering Unmasked Estep 
Score: -19039518.000000 Penalty: 5879.708008
	Iteration 47Q: 3 clusters Score -1.903952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -19039516.000000 Penalty: 5879.708008
	Iteration 48Q: 3 clusters Score -1.903952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -19039504.000000 Penalty: 5879.708008
	Iteration 49Q: 3 clusters Score -1.90395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -19039484.000000 Penalty: 5879.708008
	Iteration 50Q: 3 clusters Score -1.903948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 137100 members 
Entering Unmasked Estep 
Score: -19039480.000000 Penalty: 5879.708008
	Iteration 51Q: 3 clusters Score -1.903948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -19039470.000000 Penalty: 5879.708008
	Iteration 52Q: 3 clusters Score -1.903947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 137133 members 
Entering Unmasked Estep 
Score: -19039488.000000 Penalty: 5879.708008
	Iteration 53Q: 3 clusters Score -1.903949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 137143 members 
Entering Unmasked Estep 
Score: -19039502.000000 Penalty: 5879.708008
	Iteration 54Q: 3 clusters Score -1.90395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -19039510.000000 Penalty: 5879.708008
	Iteration 55Q: 3 clusters Score -1.903951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -19039518.000000 Penalty: 5879.708008
	Iteration 56Q: 3 clusters Score -1.903952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 137169 members 
Entering Unmasked Estep 
Score: -19039520.000000 Penalty: 5879.708008
	Iteration 57Q: 3 clusters Score -1.903952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -19039526.000000 Penalty: 5879.708008
	Iteration 58Q: 3 clusters Score -1.903953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 137186 members 
Entering Unmasked Estep 
Score: -19039532.000000 Penalty: 5879.708008
	Iteration 59Q: 3 clusters Score -1.903953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -19039544.000000 Penalty: 5879.708008
	Iteration 60F: 3 clusters Score -1.903954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -19039540.000000 Penalty: 5879.708008
	Iteration 61Q: 3 clusters Score -1.903954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 137202 members 
Entering Unmasked Estep 
Score: -19039536.000000 Penalty: 5879.708008
	Iteration 62Q: 3 clusters Score -1.903954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -19039522.000000 Penalty: 5879.708008
	Iteration 63Q: 3 clusters Score -1.903952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 137207 members 
Entering Unmasked Estep 
Score: -19039534.000000 Penalty: 5879.708008
	Iteration 64Q: 3 clusters Score -1.903953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -19039526.000000 Penalty: 5879.708008
	Iteration 65Q: 3 clusters Score -1.903953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 137216 members 
Entering Unmasked Estep 
Score: -19039518.000000 Penalty: 5879.708008
	Iteration 66Q: 3 clusters Score -1.903952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -19039508.000000 Penalty: 5879.708008
	Iteration 67Q: 3 clusters Score -1.903951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 137221 members 
Entering Unmasked Estep 
Score: -19039522.000000 Penalty: 5879.708008
	Iteration 68Q: 3 clusters Score -1.903952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -19039524.000000 Penalty: 5879.708008
	Iteration 69Q: 3 clusters Score -1.903952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -19039520.000000 Penalty: 5879.708008
	Iteration 70Q: 3 clusters Score -1.903952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -19039520.000000 Penalty: 5879.708008
	Iteration 71F: 3 clusters Score -1.903952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -1512102.375000 Penalty: 2345.946777
	Iteration 0F: 2 clusters Score -1512102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1502782.625000 Penalty: 4691.893555
	Iteration 0F: 3 clusters Score -1502783 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1505900.250000 Penalty: 4691.893555
	Iteration 1F: 3 clusters Score -1505900 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1506599.000000 Penalty: 4691.893555
	Iteration 2F: 3 clusters Score -1506599 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1507284.500000 Penalty: 4691.893555
	Iteration 3F: 3 clusters Score -1507284 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1507980.375000 Penalty: 4691.893555
	Iteration 4F: 3 clusters Score -1507980 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1508643.000000 Penalty: 4691.893555
	Iteration 5F: 3 clusters Score -1508643 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1509189.625000 Penalty: 4691.893555
	Iteration 6F: 3 clusters Score -1509190 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1509608.375000 Penalty: 4691.893555
	Iteration 7F: 3 clusters Score -1509608 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1509912.000000 Penalty: 4691.893555
	Iteration 8Q: 3 clusters Score -1509912 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1510100.375000 Penalty: 4691.893555
	Iteration 9Q: 3 clusters Score -1510100 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1510229.250000 Penalty: 4691.893555
	Iteration 10Q: 3 clusters Score -1510229 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1510344.000000 Penalty: 4691.893555
	Iteration 11Q: 3 clusters Score -1510344 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1510431.375000 Penalty: 4691.893555
	Iteration 12Q: 3 clusters Score -1510431 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1510498.500000 Penalty: 4691.893555
	Iteration 13Q: 3 clusters Score -1510498 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1510549.000000 Penalty: 4691.893555
	Iteration 14Q: 3 clusters Score -1510549 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1510595.750000 Penalty: 4691.893555
	Iteration 15Q: 3 clusters Score -1510596 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1510642.625000 Penalty: 4691.893555
	Iteration 16Q: 3 clusters Score -1510643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1510684.750000 Penalty: 4691.893555
	Iteration 17Q: 3 clusters Score -1510685 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1510717.875000 Penalty: 4691.893555
	Iteration 18Q: 3 clusters Score -1510718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1510744.750000 Penalty: 4691.893555
	Iteration 19Q: 3 clusters Score -1510745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1510768.125000 Penalty: 4691.893555
	Iteration 20F: 3 clusters Score -1510768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1510781.000000 Penalty: 4691.893555
	Iteration 21Q: 3 clusters Score -1510781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1510786.250000 Penalty: 4691.893555
	Iteration 22Q: 3 clusters Score -1510786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1510796.500000 Penalty: 4691.893555
	Iteration 23Q: 3 clusters Score -1510796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1510802.125000 Penalty: 4691.893555
	Iteration 24Q: 3 clusters Score -1510802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1510810.500000 Penalty: 4691.893555
	Iteration 25Q: 3 clusters Score -1510810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1510815.125000 Penalty: 4691.893555
	Iteration 26Q: 3 clusters Score -1510815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1510818.500000 Penalty: 4691.893555
	Iteration 27Q: 3 clusters Score -1510818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1510822.625000 Penalty: 4691.893555
	Iteration 28Q: 3 clusters Score -1510823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1510825.500000 Penalty: 4691.893555
	Iteration 29Q: 3 clusters Score -1510826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1510830.250000 Penalty: 4691.893555
	Iteration 30Q: 3 clusters Score -1510830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1510836.625000 Penalty: 4691.893555
	Iteration 31Q: 3 clusters Score -1510837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1510837.000000 Penalty: 4691.893555
	Iteration 32Q: 3 clusters Score -1510837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1510842.250000 Penalty: 4691.893555
	Iteration 33Q: 3 clusters Score -1510842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1510843.625000 Penalty: 4691.893555
	Iteration 34Q: 3 clusters Score -1510844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1510849.125000 Penalty: 4691.893555
	Iteration 35Q: 3 clusters Score -1510849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1510847.875000 Penalty: 4691.893555
	Iteration 36Q: 3 clusters Score -1510848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1510847.375000 Penalty: 4691.893555
	Iteration 37Q: 3 clusters Score -1510847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1510850.000000 Penalty: 4691.893555
	Iteration 38Q: 3 clusters Score -1510850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1510853.750000 Penalty: 4691.893555
	Iteration 39Q: 3 clusters Score -1510854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1510857.375000 Penalty: 4691.893555
	Iteration 40F: 3 clusters Score -1510857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1510855.750000 Penalty: 4691.893555
	Iteration 41Q: 3 clusters Score -1510856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1510857.500000 Penalty: 4691.893555
	Iteration 42Q: 3 clusters Score -1510858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1510855.125000 Penalty: 4691.893555
	Iteration 43Q: 3 clusters Score -1510855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1510855.125000 Penalty: 4691.893555
	Iteration 44F: 3 clusters Score -1510855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (178809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178809 members 
Entering Unmasked Estep 
Score: -24190534.000000 Penalty: 2999.330078
	Iteration 0F: 2 clusters Score -2.419053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -24073650.000000 Penalty: 5998.660156
	Iteration 0F: 3 clusters Score -2.407365e+07 nChanged 85605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -24124646.000000 Penalty: 5998.660156
	Iteration 1F: 3 clusters Score -2.412465e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -24126380.000000 Penalty: 5998.660156
	Iteration 2Q: 3 clusters Score -2.412638e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -24129474.000000 Penalty: 5998.660156
	Iteration 3Q: 3 clusters Score -2.412947e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 94291 members 
Entering Unmasked Estep 
Score: -24133834.000000 Penalty: 5998.660156
	Iteration 4Q: 3 clusters Score -2.413383e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -24140492.000000 Penalty: 5998.660156
	Iteration 5F: 3 clusters Score -2.414049e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -24149634.000000 Penalty: 5998.660156
	Iteration 6F: 3 clusters Score -2.414963e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -24160198.000000 Penalty: 5998.660156
	Iteration 7F: 3 clusters Score -2.41602e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 112283 members 
Entering Unmasked Estep 
Score: -24168368.000000 Penalty: 5998.660156
	Iteration 8F: 3 clusters Score -2.416837e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -24172172.000000 Penalty: 5998.660156
	Iteration 9Q: 3 clusters Score -2.417217e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 118800 members 
Entering Unmasked Estep 
Score: -24173730.000000 Penalty: 5998.660156
	Iteration 10Q: 3 clusters Score -2.417373e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -24174924.000000 Penalty: 5998.660156
	Iteration 11Q: 3 clusters Score -2.417492e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 124574 members 
Entering Unmasked Estep 
Score: -24176036.000000 Penalty: 5998.660156
	Iteration 12Q: 3 clusters Score -2.417604e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -24176970.000000 Penalty: 5998.660156
	Iteration 13Q: 3 clusters Score -2.417697e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 130329 members 
Entering Unmasked Estep 
Score: -24177886.000000 Penalty: 5998.660156
	Iteration 14Q: 3 clusters Score -2.417789e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -24178814.000000 Penalty: 5998.660156
	Iteration 15Q: 3 clusters Score -2.417881e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 136215 members 
Entering Unmasked Estep 
Score: -24179592.000000 Penalty: 5998.660156
	Iteration 16Q: 3 clusters Score -2.417959e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -24180446.000000 Penalty: 5998.660156
	Iteration 17Q: 3 clusters Score -2.418045e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 142254 members 
Entering Unmasked Estep 
Score: -24181144.000000 Penalty: 5998.660156
	Iteration 18Q: 3 clusters Score -2.418114e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -24181874.000000 Penalty: 5998.660156
	Iteration 19Q: 3 clusters Score -2.418187e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 147952 members 
Entering Unmasked Estep 
Score: -24182666.000000 Penalty: 5998.660156
	Iteration 20F: 3 clusters Score -2.418267e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 150590 members 
Entering Unmasked Estep 
Score: -24183544.000000 Penalty: 5998.660156
	Iteration 21Q: 3 clusters Score -2.418354e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 153133 members 
Entering Unmasked Estep 
Score: -24184348.000000 Penalty: 5998.660156
	Iteration 22Q: 3 clusters Score -2.418435e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 155513 members 
Entering Unmasked Estep 
Score: -24185210.000000 Penalty: 5998.660156
	Iteration 23Q: 3 clusters Score -2.418521e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -24185734.000000 Penalty: 5998.660156
	Iteration 24Q: 3 clusters Score -2.418573e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 159710 members 
Entering Unmasked Estep 
Score: -24186344.000000 Penalty: 5998.660156
	Iteration 25Q: 3 clusters Score -2.418634e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -24186940.000000 Penalty: 5998.660156
	Iteration 26Q: 3 clusters Score -2.418694e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -24187608.000000 Penalty: 5998.660156
	Iteration 27Q: 3 clusters Score -2.418761e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -24187850.000000 Penalty: 5998.660156
	Iteration 28Q: 3 clusters Score -2.418785e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -24188214.000000 Penalty: 5998.660156
	Iteration 29Q: 3 clusters Score -2.418821e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 166846 members 
Entering Unmasked Estep 
Score: -24188436.000000 Penalty: 5998.660156
	Iteration 30Q: 3 clusters Score -2.418844e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 167793 members 
Entering Unmasked Estep 
Score: -24188722.000000 Penalty: 5998.660156
	Iteration 31Q: 3 clusters Score -2.418872e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 168662 members 
Entering Unmasked Estep 
Score: -24188934.000000 Penalty: 5998.660156
	Iteration 32Q: 3 clusters Score -2.418893e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -24189076.000000 Penalty: 5998.660156
	Iteration 33Q: 3 clusters Score -2.418908e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -24189106.000000 Penalty: 5998.660156
	Iteration 34Q: 3 clusters Score -2.418911e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -24189206.000000 Penalty: 5998.660156
	Iteration 35Q: 3 clusters Score -2.418921e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 171208 members 
Entering Unmasked Estep 
Score: -24189236.000000 Penalty: 5998.660156
	Iteration 36Q: 3 clusters Score -2.418924e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -24189198.000000 Penalty: 5998.660156
	Iteration 37Q: 3 clusters Score -2.41892e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -24189220.000000 Penalty: 5998.660156
	Iteration 38Q: 3 clusters Score -2.418922e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 172446 members 
Entering Unmasked Estep 
Score: -24189302.000000 Penalty: 5998.660156
	Iteration 39Q: 3 clusters Score -2.41893e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 172784 members 
Entering Unmasked Estep 
Score: -24189380.000000 Penalty: 5998.660156
	Iteration 40F: 3 clusters Score -2.418938e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 173066 members 
Entering Unmasked Estep 
Score: -24189388.000000 Penalty: 5998.660156
	Iteration 41Q: 3 clusters Score -2.418939e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 173334 members 
Entering Unmasked Estep 
Score: -24189418.000000 Penalty: 5998.660156
	Iteration 42Q: 3 clusters Score -2.418942e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -24189406.000000 Penalty: 5998.660156
	Iteration 43Q: 3 clusters Score -2.418941e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 173791 members 
Entering Unmasked Estep 
Score: -24189408.000000 Penalty: 5998.660156
	Iteration 44Q: 3 clusters Score -2.418941e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -24189402.000000 Penalty: 5998.660156
	Iteration 45Q: 3 clusters Score -2.41894e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 174178 members 
Entering Unmasked Estep 
Score: -24189418.000000 Penalty: 5998.660156
	Iteration 46Q: 3 clusters Score -2.418942e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 174328 members 
Entering Unmasked Estep 
Score: -24189478.000000 Penalty: 5998.660156
	Iteration 47Q: 3 clusters Score -2.418948e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -24189442.000000 Penalty: 5998.660156
	Iteration 48Q: 3 clusters Score -2.418944e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -24189492.000000 Penalty: 5998.660156
	Iteration 49Q: 3 clusters Score -2.418949e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 174707 members 
Entering Unmasked Estep 
Score: -24189530.000000 Penalty: 5998.660156
	Iteration 50Q: 3 clusters Score -2.418953e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -24189506.000000 Penalty: 5998.660156
	Iteration 51Q: 3 clusters Score -2.418951e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -24189500.000000 Penalty: 5998.660156
	Iteration 52Q: 3 clusters Score -2.41895e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 174988 members 
Entering Unmasked Estep 
Score: -24189528.000000 Penalty: 5998.660156
	Iteration 53Q: 3 clusters Score -2.418953e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 175058 members 
Entering Unmasked Estep 
Score: -24189496.000000 Penalty: 5998.660156
	Iteration 54Q: 3 clusters Score -2.41895e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -24189478.000000 Penalty: 5998.660156
	Iteration 55Q: 3 clusters Score -2.418948e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -24189492.000000 Penalty: 5998.660156
	Iteration 56Q: 3 clusters Score -2.418949e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -24189452.000000 Penalty: 5998.660156
	Iteration 57Q: 3 clusters Score -2.418945e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -24189480.000000 Penalty: 5998.660156
	Iteration 58Q: 3 clusters Score -2.418948e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -24189486.000000 Penalty: 5998.660156
	Iteration 59Q: 3 clusters Score -2.418949e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -24189460.000000 Penalty: 5998.660156
	Iteration 60F: 3 clusters Score -2.418946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -24189484.000000 Penalty: 5998.660156
	Iteration 61Q: 3 clusters Score -2.418948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -24189510.000000 Penalty: 5998.660156
	Iteration 62Q: 3 clusters Score -2.418951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 175522 members 
Entering Unmasked Estep 
Score: -24189462.000000 Penalty: 5998.660156
	Iteration 63Q: 3 clusters Score -2.418946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -24189456.000000 Penalty: 5998.660156
	Iteration 64Q: 3 clusters Score -2.418946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -24189468.000000 Penalty: 5998.660156
	Iteration 65Q: 3 clusters Score -2.418947e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -24189502.000000 Penalty: 5998.660156
	Iteration 66Q: 3 clusters Score -2.41895e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -24189508.000000 Penalty: 5998.660156
	Iteration 67Q: 3 clusters Score -2.418951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 175673 members 
Entering Unmasked Estep 
Score: -24189464.000000 Penalty: 5998.660156
	Iteration 68Q: 3 clusters Score -2.418946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -24189470.000000 Penalty: 5998.660156
	Iteration 69Q: 3 clusters Score -2.418947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -24189486.000000 Penalty: 5998.660156
	Iteration 70Q: 3 clusters Score -2.418949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -24189490.000000 Penalty: 5998.660156
	Iteration 71Q: 3 clusters Score -2.418949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 175746 members 
Entering Unmasked Estep 
Score: -24189512.000000 Penalty: 5998.660156
	Iteration 72Q: 3 clusters Score -2.418951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -24189502.000000 Penalty: 5998.660156
	Iteration 73Q: 3 clusters Score -2.41895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 175780 members 
Entering Unmasked Estep 
Score: -24189494.000000 Penalty: 5998.660156
	Iteration 74Q: 3 clusters Score -2.418949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 175798 members 
Entering Unmasked Estep 
Score: -24189498.000000 Penalty: 5998.660156
	Iteration 75Q: 3 clusters Score -2.41895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 175812 members 
Entering Unmasked Estep 
Score: -24189484.000000 Penalty: 5998.660156
	Iteration 76Q: 3 clusters Score -2.418948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 175823 members 
Entering Unmasked Estep 
Score: -24189500.000000 Penalty: 5998.660156
	Iteration 77Q: 3 clusters Score -2.41895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -24189504.000000 Penalty: 5998.660156
	Iteration 78Q: 3 clusters Score -2.41895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 175845 members 
Entering Unmasked Estep 
Score: -24189512.000000 Penalty: 5998.660156
	Iteration 79Q: 3 clusters Score -2.418951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 175853 members 
Entering Unmasked Estep 
Score: -24189488.000000 Penalty: 5998.660156
	Iteration 80F: 3 clusters Score -2.418949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 175858 members 
Entering Unmasked Estep 
Score: -24189474.000000 Penalty: 5998.660156
	Iteration 81Q: 3 clusters Score -2.418947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 175864 members 
Entering Unmasked Estep 
Score: -24189478.000000 Penalty: 5998.660156
	Iteration 82Q: 3 clusters Score -2.418948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -24189468.000000 Penalty: 5998.660156
	Iteration 83Q: 3 clusters Score -2.418947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -24189440.000000 Penalty: 5998.660156
	Iteration 84Q: 3 clusters Score -2.418944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 175881 members 
Entering Unmasked Estep 
Score: -24189446.000000 Penalty: 5998.660156
	Iteration 85Q: 3 clusters Score -2.418945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -24189452.000000 Penalty: 5998.660156
	Iteration 86Q: 3 clusters Score -2.418945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 175891 members 
Entering Unmasked Estep 
Score: -24189458.000000 Penalty: 5998.660156
	Iteration 87Q: 3 clusters Score -2.418946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 175893 members 
Entering Unmasked Estep 
Score: -24189448.000000 Penalty: 5998.660156
	Iteration 88Q: 3 clusters Score -2.418945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -24189444.000000 Penalty: 5998.660156
	Iteration 89Q: 3 clusters Score -2.418944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 175896 members 
Entering Unmasked Estep 
Score: -24189468.000000 Penalty: 5998.660156
	Iteration 90Q: 3 clusters Score -2.418947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -24189474.000000 Penalty: 5998.660156
	Iteration 91Q: 3 clusters Score -2.418947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 175899 members 
Entering Unmasked Estep 
Score: -24189474.000000 Penalty: 5998.660156
	Iteration 92Q: 3 clusters Score -2.418947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 175899 members 
Entering Unmasked Estep 
Score: -24189474.000000 Penalty: 5998.660156
	Iteration 93F: 3 clusters Score -2.418947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Entering Unmasked Estep 
Score: -4291136.500000 Penalty: 2566.934326
	Iteration 0F: 2 clusters Score -4291136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4269825.000000 Penalty: 5133.868652
	Iteration 0F: 3 clusters Score -4269825 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4277590.500000 Penalty: 5133.868652
	Iteration 1F: 3 clusters Score -4277590 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4278126.000000 Penalty: 5133.868652
	Iteration 2Q: 3 clusters Score -4278126 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4278652.000000 Penalty: 5133.868652
	Iteration 3Q: 3 clusters Score -4278652 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4279315.500000 Penalty: 5133.868652
	Iteration 4Q: 3 clusters Score -4279316 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4280199.000000 Penalty: 5133.868652
	Iteration 5F: 3 clusters Score -4280199 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4281400.000000 Penalty: 5133.868652
	Iteration 6F: 3 clusters Score -4281400 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4283052.500000 Penalty: 5133.868652
	Iteration 7F: 3 clusters Score -4283052 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4284828.000000 Penalty: 5133.868652
	Iteration 8F: 3 clusters Score -4284828 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4286280.000000 Penalty: 5133.868652
	Iteration 9F: 3 clusters Score -4286280 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4287276.500000 Penalty: 5133.868652
	Iteration 10Q: 3 clusters Score -4287276 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4287907.500000 Penalty: 5133.868652
	Iteration 11Q: 3 clusters Score -4287908 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4288225.000000 Penalty: 5133.868652
	Iteration 12Q: 3 clusters Score -4288225 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4288428.500000 Penalty: 5133.868652
	Iteration 13Q: 3 clusters Score -4288428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4288554.500000 Penalty: 5133.868652
	Iteration 14Q: 3 clusters Score -4288554 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4288682.000000 Penalty: 5133.868652
	Iteration 15Q: 3 clusters Score -4288682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4288744.000000 Penalty: 5133.868652
	Iteration 16Q: 3 clusters Score -4288744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4288792.000000 Penalty: 5133.868652
	Iteration 17Q: 3 clusters Score -4288792 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4288827.000000 Penalty: 5133.868652
	Iteration 18Q: 3 clusters Score -4288827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4288877.000000 Penalty: 5133.868652
	Iteration 19Q: 3 clusters Score -4288877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4288907.500000 Penalty: 5133.868652
	Iteration 20F: 3 clusters Score -4288908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4288919.000000 Penalty: 5133.868652
	Iteration 21Q: 3 clusters Score -4288919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4288933.000000 Penalty: 5133.868652
	Iteration 22Q: 3 clusters Score -4288933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -4288944.000000 Penalty: 5133.868652
	Iteration 23Q: 3 clusters Score -4288944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4288965.500000 Penalty: 5133.868652
	Iteration 24Q: 3 clusters Score -4288966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4288990.000000 Penalty: 5133.868652
	Iteration 25Q: 3 clusters Score -4288990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4288991.500000 Penalty: 5133.868652
	Iteration 26Q: 3 clusters Score -4288992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -4288993.500000 Penalty: 5133.868652
	Iteration 27Q: 3 clusters Score -4288994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4288999.500000 Penalty: 5133.868652
	Iteration 28Q: 3 clusters Score -4289000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4289008.000000 Penalty: 5133.868652
	Iteration 29Q: 3 clusters Score -4289008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4289012.500000 Penalty: 5133.868652
	Iteration 30Q: 3 clusters Score -4289012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4289017.500000 Penalty: 5133.868652
	Iteration 31Q: 3 clusters Score -4289018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4289021.000000 Penalty: 5133.868652
	Iteration 32Q: 3 clusters Score -4289021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4289028.000000 Penalty: 5133.868652
	Iteration 33Q: 3 clusters Score -4289028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4289024.000000 Penalty: 5133.868652
	Iteration 34Q: 3 clusters Score -4289024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4289025.500000 Penalty: 5133.868652
	Iteration 35Q: 3 clusters Score -4289026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4289033.500000 Penalty: 5133.868652
	Iteration 36Q: 3 clusters Score -4289034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4289035.000000 Penalty: 5133.868652
	Iteration 37Q: 3 clusters Score -4289035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4289037.500000 Penalty: 5133.868652
	Iteration 38Q: 3 clusters Score -4289038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4289037.000000 Penalty: 5133.868652
	Iteration 39Q: 3 clusters Score -4289037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4289037.500000 Penalty: 5133.868652
	Iteration 40F: 3 clusters Score -4289038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4289037.000000 Penalty: 5133.868652
	Iteration 41Q: 3 clusters Score -4289037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4289042.000000 Penalty: 5133.868652
	Iteration 42Q: 3 clusters Score -4289042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4289042.000000 Penalty: 5133.868652
	Iteration 43F: 3 clusters Score -4289042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Entering Unmasked Estep 
Score: -2430476.250000 Penalty: 2437.787354
	Iteration 0F: 2 clusters Score -2430476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2417374.250000 Penalty: 4875.574707
	Iteration 0F: 3 clusters Score -2417374 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2421945.500000 Penalty: 4875.574707
	Iteration 1F: 3 clusters Score -2421946 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2422752.750000 Penalty: 4875.574707
	Iteration 2F: 3 clusters Score -2422753 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2423583.500000 Penalty: 4875.574707
	Iteration 3F: 3 clusters Score -2423584 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2424281.500000 Penalty: 4875.574707
	Iteration 4F: 3 clusters Score -2424282 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2425007.000000 Penalty: 4875.574707
	Iteration 5F: 3 clusters Score -2425007 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2425775.500000 Penalty: 4875.574707
	Iteration 6F: 3 clusters Score -2425776 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2426516.250000 Penalty: 4875.574707
	Iteration 7F: 3 clusters Score -2426516 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2427164.000000 Penalty: 4875.574707
	Iteration 8F: 3 clusters Score -2427164 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2427700.250000 Penalty: 4875.574707
	Iteration 9Q: 3 clusters Score -2427700 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2428198.500000 Penalty: 4875.574707
	Iteration 10Q: 3 clusters Score -2428198 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2428662.000000 Penalty: 4875.574707
	Iteration 11Q: 3 clusters Score -2428662 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2429004.500000 Penalty: 4875.574707
	Iteration 12Q: 3 clusters Score -2429004 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2429196.250000 Penalty: 4875.574707
	Iteration 13Q: 3 clusters Score -2429196 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2429325.750000 Penalty: 4875.574707
	Iteration 14Q: 3 clusters Score -2429326 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2429416.000000 Penalty: 4875.574707
	Iteration 15Q: 3 clusters Score -2429416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2429467.250000 Penalty: 4875.574707
	Iteration 16Q: 3 clusters Score -2429467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2429513.500000 Penalty: 4875.574707
	Iteration 17Q: 3 clusters Score -2429514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2429522.750000 Penalty: 4875.574707
	Iteration 18Q: 3 clusters Score -2429523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2429545.250000 Penalty: 4875.574707
	Iteration 19Q: 3 clusters Score -2429545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2429572.500000 Penalty: 4875.574707
	Iteration 20F: 3 clusters Score -2429572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2429578.250000 Penalty: 4875.574707
	Iteration 21Q: 3 clusters Score -2429578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2429591.000000 Penalty: 4875.574707
	Iteration 22Q: 3 clusters Score -2429591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2429596.250000 Penalty: 4875.574707
	Iteration 23Q: 3 clusters Score -2429596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2429609.250000 Penalty: 4875.574707
	Iteration 24Q: 3 clusters Score -2429609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2429613.000000 Penalty: 4875.574707
	Iteration 25Q: 3 clusters Score -2429613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2429617.000000 Penalty: 4875.574707
	Iteration 26Q: 3 clusters Score -2429617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2429620.500000 Penalty: 4875.574707
	Iteration 27Q: 3 clusters Score -2429620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2429627.750000 Penalty: 4875.574707
	Iteration 28Q: 3 clusters Score -2429628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2429627.250000 Penalty: 4875.574707
	Iteration 29Q: 3 clusters Score -2429627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2429637.000000 Penalty: 4875.574707
	Iteration 30Q: 3 clusters Score -2429637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2429643.750000 Penalty: 4875.574707
	Iteration 31Q: 3 clusters Score -2429644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2429638.000000 Penalty: 4875.574707
	Iteration 32Q: 3 clusters Score -2429638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2429646.500000 Penalty: 4875.574707
	Iteration 33Q: 3 clusters Score -2429646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2429650.000000 Penalty: 4875.574707
	Iteration 34Q: 3 clusters Score -2429650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2429649.500000 Penalty: 4875.574707
	Iteration 35Q: 3 clusters Score -2429650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2429654.000000 Penalty: 4875.574707
	Iteration 36Q: 3 clusters Score -2429654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2429655.500000 Penalty: 4875.574707
	Iteration 37Q: 3 clusters Score -2429656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2429658.250000 Penalty: 4875.574707
	Iteration 38Q: 3 clusters Score -2429658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2429660.250000 Penalty: 4875.574707
	Iteration 39Q: 3 clusters Score -2429660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2429664.750000 Penalty: 4875.574707
	Iteration 40F: 3 clusters Score -2429665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2429665.000000 Penalty: 4875.574707
	Iteration 41Q: 3 clusters Score -2429665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2429666.250000 Penalty: 4875.574707
	Iteration 42Q: 3 clusters Score -2429666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2429673.000000 Penalty: 4875.574707
	Iteration 43Q: 3 clusters Score -2429673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2429675.250000 Penalty: 4875.574707
	Iteration 44Q: 3 clusters Score -2429675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2429683.500000 Penalty: 4875.574707
	Iteration 45Q: 3 clusters Score -2429684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2429687.000000 Penalty: 4875.574707
	Iteration 46Q: 3 clusters Score -2429687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2429680.750000 Penalty: 4875.574707
	Iteration 47Q: 3 clusters Score -2429681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2429680.000000 Penalty: 4875.574707
	Iteration 48Q: 3 clusters Score -2429680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2429678.000000 Penalty: 4875.574707
	Iteration 49Q: 3 clusters Score -2429678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2429682.000000 Penalty: 4875.574707
	Iteration 50Q: 3 clusters Score -2429682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2429683.250000 Penalty: 4875.574707
	Iteration 51Q: 3 clusters Score -2429683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2429686.500000 Penalty: 4875.574707
	Iteration 52Q: 3 clusters Score -2429686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2429685.750000 Penalty: 4875.574707
	Iteration 53Q: 3 clusters Score -2429686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2429690.750000 Penalty: 4875.574707
	Iteration 54Q: 3 clusters Score -2429691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2429694.250000 Penalty: 4875.574707
	Iteration 55Q: 3 clusters Score -2429694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2429693.750000 Penalty: 4875.574707
	Iteration 56Q: 3 clusters Score -2429694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2429695.500000 Penalty: 4875.574707
	Iteration 57Q: 3 clusters Score -2429696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2429696.000000 Penalty: 4875.574707
	Iteration 58Q: 3 clusters Score -2429696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2429698.750000 Penalty: 4875.574707
	Iteration 59Q: 3 clusters Score -2429699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2429699.000000 Penalty: 4875.574707
	Iteration 60F: 3 clusters Score -2429699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2429702.000000 Penalty: 4875.574707
	Iteration 61Q: 3 clusters Score -2429702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2429702.250000 Penalty: 4875.574707
	Iteration 62Q: 3 clusters Score -2429702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2429702.250000 Penalty: 4875.574707
	Iteration 63F: 3 clusters Score -2429702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -74141.179688 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -74141.18 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 376 members 
Entering Unmasked Estep 
Score: -72673.312500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -72673.31 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74504.296875 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -74504.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76411.218750 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -76411.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77651.289062 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -77651.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77723.929688 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -77723.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77777.226562 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -77777.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77788.421875 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -77788.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77788.421875 Penalty: 3306.810547
	Iteration 7F: 3 clusters Score -77788.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 171339 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 151039 members 
Mstep: Class 7 contains 140681 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 178809 members 
Mstep: Class 10 contains 31274 members 
Mstep: Class 11 contains 18579 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 48602 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 70390 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32299 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 271 members 
Entering Unmasked Estep 
Score: -126422840.000000 Penalty: 81966.351562
Splitting cluster 12 changes total score from -126420952.000000 to -126422840.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -490651.093750 Penalty: 2034.962036
	Iteration 0F: 2 clusters Score -490651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -486982.937500 Penalty: 4069.924072
	Iteration 0F: 3 clusters Score -486982.9 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -487725.843750 Penalty: 4069.924072
	Iteration 1F: 3 clusters Score -487725.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -487879.531250 Penalty: 4069.924072
	Iteration 2F: 3 clusters Score -487879.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -487973.875000 Penalty: 4069.924072
	Iteration 3Q: 3 clusters Score -487973.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -488029.093750 Penalty: 4069.924072
	Iteration 4Q: 3 clusters Score -488029.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -488068.437500 Penalty: 4069.924072
	Iteration 5Q: 3 clusters Score -488068.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -488096.468750 Penalty: 4069.924072
	Iteration 6Q: 3 clusters Score -488096.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -488122.031250 Penalty: 4069.924072
	Iteration 7Q: 3 clusters Score -488122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -488139.031250 Penalty: 4069.924072
	Iteration 8Q: 3 clusters Score -488139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -488154.031250 Penalty: 4069.924072
	Iteration 9Q: 3 clusters Score -488154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -488171.812500 Penalty: 4069.924072
	Iteration 10Q: 3 clusters Score -488171.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -488184.531250 Penalty: 4069.924072
	Iteration 11Q: 3 clusters Score -488184.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -488196.062500 Penalty: 4069.924072
	Iteration 12Q: 3 clusters Score -488196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -488202.937500 Penalty: 4069.924072
	Iteration 13Q: 3 clusters Score -488202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -488208.218750 Penalty: 4069.924072
	Iteration 14Q: 3 clusters Score -488208.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -488213.375000 Penalty: 4069.924072
	Iteration 15Q: 3 clusters Score -488213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -488216.718750 Penalty: 4069.924072
	Iteration 16Q: 3 clusters Score -488216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -488218.937500 Penalty: 4069.924072
	Iteration 17Q: 3 clusters Score -488218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -488220.968750 Penalty: 4069.924072
	Iteration 18Q: 3 clusters Score -488221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -488223.343750 Penalty: 4069.924072
	Iteration 19Q: 3 clusters Score -488223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -488226.531250 Penalty: 4069.924072
	Iteration 20F: 3 clusters Score -488226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -488228.468750 Penalty: 4069.924072
	Iteration 21Q: 3 clusters Score -488228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -488233.406250 Penalty: 4069.924072
	Iteration 22Q: 3 clusters Score -488233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -488234.812500 Penalty: 4069.924072
	Iteration 23Q: 3 clusters Score -488234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -488235.281250 Penalty: 4069.924072
	Iteration 24Q: 3 clusters Score -488235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -488236.031250 Penalty: 4069.924072
	Iteration 25Q: 3 clusters Score -488236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -488237.625000 Penalty: 4069.924072
	Iteration 26Q: 3 clusters Score -488237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -488238.031250 Penalty: 4069.924072
	Iteration 27Q: 3 clusters Score -488238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -488237.718750 Penalty: 4069.924072
	Iteration 28Q: 3 clusters Score -488237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -488237.718750 Penalty: 4069.924072
	Iteration 29F: 3 clusters Score -488237.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Entering Unmasked Estep 
Score: -6630691.000000 Penalty: 2676.272217
	Iteration 0F: 2 clusters Score -6630691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -6597767.500000 Penalty: 5352.544434
	Iteration 0F: 3 clusters Score -6597768 nChanged 22620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -6610265.000000 Penalty: 5352.544434
	Iteration 1F: 3 clusters Score -6610265 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -6610817.000000 Penalty: 5352.544434
	Iteration 2Q: 3 clusters Score -6610817 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6611393.500000 Penalty: 5352.544434
	Iteration 3Q: 3 clusters Score -6611394 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -6612146.500000 Penalty: 5352.544434
	Iteration 4Q: 3 clusters Score -6612146 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6613181.500000 Penalty: 5352.544434
	Iteration 5Q: 3 clusters Score -6613182 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -6614610.500000 Penalty: 5352.544434
	Iteration 6F: 3 clusters Score -6614610 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -6616552.000000 Penalty: 5352.544434
	Iteration 7F: 3 clusters Score -6616552 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -6618930.000000 Penalty: 5352.544434
	Iteration 8F: 3 clusters Score -6618930 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -6621412.000000 Penalty: 5352.544434
	Iteration 9F: 3 clusters Score -6621412 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -6623365.000000 Penalty: 5352.544434
	Iteration 10F: 3 clusters Score -6623365 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -6624561.000000 Penalty: 5352.544434
	Iteration 11Q: 3 clusters Score -6624561 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -6625397.500000 Penalty: 5352.544434
	Iteration 12Q: 3 clusters Score -6625398 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -6626025.000000 Penalty: 5352.544434
	Iteration 13Q: 3 clusters Score -6626025 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6626509.000000 Penalty: 5352.544434
	Iteration 14Q: 3 clusters Score -6626509 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -6626811.000000 Penalty: 5352.544434
	Iteration 15Q: 3 clusters Score -6626811 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -6627005.000000 Penalty: 5352.544434
	Iteration 16Q: 3 clusters Score -6627005 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -6627207.000000 Penalty: 5352.544434
	Iteration 17Q: 3 clusters Score -6627207 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -6627335.500000 Penalty: 5352.544434
	Iteration 18Q: 3 clusters Score -6627336 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6627437.500000 Penalty: 5352.544434
	Iteration 19Q: 3 clusters Score -6627438 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -6627579.000000 Penalty: 5352.544434
	Iteration 20F: 3 clusters Score -6627579 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6627660.500000 Penalty: 5352.544434
	Iteration 21Q: 3 clusters Score -6627660 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -6627755.000000 Penalty: 5352.544434
	Iteration 22Q: 3 clusters Score -6627755 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6627843.000000 Penalty: 5352.544434
	Iteration 23Q: 3 clusters Score -6627843 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -6627921.500000 Penalty: 5352.544434
	Iteration 24Q: 3 clusters Score -6627922 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -6627969.500000 Penalty: 5352.544434
	Iteration 25Q: 3 clusters Score -6627970 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6628048.000000 Penalty: 5352.544434
	Iteration 26Q: 3 clusters Score -6628048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6628108.500000 Penalty: 5352.544434
	Iteration 27Q: 3 clusters Score -6628108 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6628190.000000 Penalty: 5352.544434
	Iteration 28Q: 3 clusters Score -6628190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6628235.000000 Penalty: 5352.544434
	Iteration 29Q: 3 clusters Score -6628235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -6628257.500000 Penalty: 5352.544434
	Iteration 30Q: 3 clusters Score -6628258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -6628300.000000 Penalty: 5352.544434
	Iteration 31Q: 3 clusters Score -6628300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6628344.500000 Penalty: 5352.544434
	Iteration 32Q: 3 clusters Score -6628344 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6628392.000000 Penalty: 5352.544434
	Iteration 33Q: 3 clusters Score -6628392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6628428.500000 Penalty: 5352.544434
	Iteration 34Q: 3 clusters Score -6628428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6628466.000000 Penalty: 5352.544434
	Iteration 35Q: 3 clusters Score -6628466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6628479.500000 Penalty: 5352.544434
	Iteration 36Q: 3 clusters Score -6628480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6628498.500000 Penalty: 5352.544434
	Iteration 37Q: 3 clusters Score -6628498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6628493.500000 Penalty: 5352.544434
	Iteration 38Q: 3 clusters Score -6628494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6628511.500000 Penalty: 5352.544434
	Iteration 39Q: 3 clusters Score -6628512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6628508.000000 Penalty: 5352.544434
	Iteration 40F: 3 clusters Score -6628508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6628520.500000 Penalty: 5352.544434
	Iteration 41Q: 3 clusters Score -6628520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6628530.000000 Penalty: 5352.544434
	Iteration 42Q: 3 clusters Score -6628530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6628536.000000 Penalty: 5352.544434
	Iteration 43Q: 3 clusters Score -6628536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6628549.500000 Penalty: 5352.544434
	Iteration 44Q: 3 clusters Score -6628550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6628560.000000 Penalty: 5352.544434
	Iteration 45Q: 3 clusters Score -6628560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6628563.000000 Penalty: 5352.544434
	Iteration 46Q: 3 clusters Score -6628563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6628567.000000 Penalty: 5352.544434
	Iteration 47Q: 3 clusters Score -6628567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6628573.000000 Penalty: 5352.544434
	Iteration 48Q: 3 clusters Score -6628573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6628573.000000 Penalty: 5352.544434
	Iteration 49Q: 3 clusters Score -6628573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6628576.500000 Penalty: 5352.544434
	Iteration 50Q: 3 clusters Score -6628576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6628580.000000 Penalty: 5352.544434
	Iteration 51Q: 3 clusters Score -6628580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6628583.500000 Penalty: 5352.544434
	Iteration 52Q: 3 clusters Score -6628584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6628586.000000 Penalty: 5352.544434
	Iteration 53Q: 3 clusters Score -6628586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6628591.500000 Penalty: 5352.544434
	Iteration 54Q: 3 clusters Score -6628592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6628598.000000 Penalty: 5352.544434
	Iteration 55Q: 3 clusters Score -6628598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6628604.500000 Penalty: 5352.544434
	Iteration 56Q: 3 clusters Score -6628604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6628608.000000 Penalty: 5352.544434
	Iteration 57Q: 3 clusters Score -6628608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6628604.000000 Penalty: 5352.544434
	Iteration 58Q: 3 clusters Score -6628604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6628613.000000 Penalty: 5352.544434
	Iteration 59Q: 3 clusters Score -6628613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6628612.500000 Penalty: 5352.544434
	Iteration 60F: 3 clusters Score -6628612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6628603.000000 Penalty: 5352.544434
	Iteration 61Q: 3 clusters Score -6628603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6628610.000000 Penalty: 5352.544434
	Iteration 62Q: 3 clusters Score -6628610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6628625.500000 Penalty: 5352.544434
	Iteration 63Q: 3 clusters Score -6628626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6628627.000000 Penalty: 5352.544434
	Iteration 64Q: 3 clusters Score -6628627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6628629.000000 Penalty: 5352.544434
	Iteration 65Q: 3 clusters Score -6628629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6628628.500000 Penalty: 5352.544434
	Iteration 66Q: 3 clusters Score -6628628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6628632.000000 Penalty: 5352.544434
	Iteration 67Q: 3 clusters Score -6628632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6628624.000000 Penalty: 5352.544434
	Iteration 68Q: 3 clusters Score -6628624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6628630.500000 Penalty: 5352.544434
	Iteration 69Q: 3 clusters Score -6628630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6628635.500000 Penalty: 5352.544434
	Iteration 70Q: 3 clusters Score -6628636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6628644.500000 Penalty: 5352.544434
	Iteration 71Q: 3 clusters Score -6628644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6628637.500000 Penalty: 5352.544434
	Iteration 72Q: 3 clusters Score -6628638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6628635.500000 Penalty: 5352.544434
	Iteration 73Q: 3 clusters Score -6628636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6628643.500000 Penalty: 5352.544434
	Iteration 74Q: 3 clusters Score -6628644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6628635.000000 Penalty: 5352.544434
	Iteration 75Q: 3 clusters Score -6628635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6628638.000000 Penalty: 5352.544434
	Iteration 76Q: 3 clusters Score -6628638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6628648.500000 Penalty: 5352.544434
	Iteration 77Q: 3 clusters Score -6628648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6628650.500000 Penalty: 5352.544434
	Iteration 78Q: 3 clusters Score -6628650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6628651.500000 Penalty: 5352.544434
	Iteration 79Q: 3 clusters Score -6628652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6628652.000000 Penalty: 5352.544434
	Iteration 80F: 3 clusters Score -6628652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6628656.000000 Penalty: 5352.544434
	Iteration 81Q: 3 clusters Score -6628656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6628658.000000 Penalty: 5352.544434
	Iteration 82Q: 3 clusters Score -6628658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6628650.500000 Penalty: 5352.544434
	Iteration 83Q: 3 clusters Score -6628650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6628657.000000 Penalty: 5352.544434
	Iteration 84Q: 3 clusters Score -6628657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6628653.500000 Penalty: 5352.544434
	Iteration 85Q: 3 clusters Score -6628654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6628668.500000 Penalty: 5352.544434
	Iteration 86Q: 3 clusters Score -6628668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6628668.500000 Penalty: 5352.544434
	Iteration 87Q: 3 clusters Score -6628668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6628674.500000 Penalty: 5352.544434
	Iteration 88Q: 3 clusters Score -6628674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6628674.500000 Penalty: 5352.544434
	Iteration 89Q: 3 clusters Score -6628674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6628674.500000 Penalty: 5352.544434
	Iteration 90Q: 3 clusters Score -6628674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6628672.500000 Penalty: 5352.544434
	Iteration 91Q: 3 clusters Score -6628672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6628671.000000 Penalty: 5352.544434
	Iteration 92Q: 3 clusters Score -6628671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6628671.500000 Penalty: 5352.544434
	Iteration 93Q: 3 clusters Score -6628672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6628675.000000 Penalty: 5352.544434
	Iteration 94Q: 3 clusters Score -6628675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6628679.500000 Penalty: 5352.544434
	Iteration 95Q: 3 clusters Score -6628680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6628673.000000 Penalty: 5352.544434
	Iteration 96Q: 3 clusters Score -6628673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6628672.000000 Penalty: 5352.544434
	Iteration 97Q: 3 clusters Score -6628672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6628672.500000 Penalty: 5352.544434
	Iteration 98Q: 3 clusters Score -6628672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6628669.500000 Penalty: 5352.544434
	Iteration 99Q: 3 clusters Score -6628670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6628669.500000 Penalty: 5352.544434
	Iteration 100F: 3 clusters Score -6628670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6628673.500000 Penalty: 5352.544434
	Iteration 101Q: 3 clusters Score -6628674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6628672.000000 Penalty: 5352.544434
	Iteration 102Q: 3 clusters Score -6628672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6628672.500000 Penalty: 5352.544434
	Iteration 103Q: 3 clusters Score -6628672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6628672.500000 Penalty: 5352.544434
	Iteration 104F: 3 clusters Score -6628672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 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 301 members 
Entering Unmasked Estep 
Score: -68485.695312 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68485.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68989.718750 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68989.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69226.226562 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69226.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69420.046875 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -69420.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69553.976562 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -69553.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69617.921875 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69617.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69668.617188 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69668.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69695.914062 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69695.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69709.906250 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69709.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69715.359375 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69715.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69724.390625 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69724.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69724.390625 Penalty: 3168.726318
	Iteration 11F: 3 clusters Score -69724.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -732692.500000 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -732692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -727913.250000 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -727913.2 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -729060.937500 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -729060.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -729257.875000 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -729257.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -729385.125000 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -729385.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -729469.500000 Penalty: 4262.700684
	Iteration 4Q: 3 clusters Score -729469.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -729529.937500 Penalty: 4262.700684
	Iteration 5Q: 3 clusters Score -729529.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -729580.125000 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -729580.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -729612.812500 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -729612.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -729640.000000 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -729640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -729663.187500 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -729663.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -729678.937500 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -729678.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -729692.812500 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -729692.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -729707.625000 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -729707.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -729726.187500 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -729726.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -729744.125000 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -729744.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -729758.562500 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -729758.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -729774.812500 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -729774.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -729786.937500 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -729786.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -729799.000000 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -729799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -729810.812500 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -729810.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -729826.562500 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -729826.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -729839.750000 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -729839.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -729854.687500 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -729854.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -729868.250000 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -729868.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -729880.687500 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -729880.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -729896.062500 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -729896.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -729914.187500 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -729914.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -729932.437500 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -729932.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -729953.937500 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -729953.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -729971.625000 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -729971.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -729984.750000 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -729984.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -730004.250000 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -730004.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -730025.437500 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -730025.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -730050.125000 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -730050.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -730076.000000 Penalty: 4262.700684
	Iteration 34Q: 3 clusters Score -730076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -730104.250000 Penalty: 4262.700684
	Iteration 35Q: 3 clusters Score -730104.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -730133.312500 Penalty: 4262.700684
	Iteration 36Q: 3 clusters Score -730133.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -730163.875000 Penalty: 4262.700684
	Iteration 37Q: 3 clusters Score -730163.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -730202.062500 Penalty: 4262.700684
	Iteration 38Q: 3 clusters Score -730202.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -730251.062500 Penalty: 4262.700684
	Iteration 39Q: 3 clusters Score -730251.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -730308.625000 Penalty: 4262.700684
	Iteration 40F: 3 clusters Score -730308.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -730357.312500 Penalty: 4262.700684
	Iteration 41Q: 3 clusters Score -730357.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -730396.687500 Penalty: 4262.700684
	Iteration 42Q: 3 clusters Score -730396.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -730430.125000 Penalty: 4262.700684
	Iteration 43Q: 3 clusters Score -730430.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -730453.187500 Penalty: 4262.700684
	Iteration 44Q: 3 clusters Score -730453.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -730479.000000 Penalty: 4262.700684
	Iteration 45Q: 3 clusters Score -730479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -730488.062500 Penalty: 4262.700684
	Iteration 46Q: 3 clusters Score -730488.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -730499.875000 Penalty: 4262.700684
	Iteration 47Q: 3 clusters Score -730499.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -730507.500000 Penalty: 4262.700684
	Iteration 48Q: 3 clusters Score -730507.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -730512.750000 Penalty: 4262.700684
	Iteration 49Q: 3 clusters Score -730512.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -730517.187500 Penalty: 4262.700684
	Iteration 50Q: 3 clusters Score -730517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -730521.625000 Penalty: 4262.700684
	Iteration 51Q: 3 clusters Score -730521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -730525.500000 Penalty: 4262.700684
	Iteration 52Q: 3 clusters Score -730525.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -730528.687500 Penalty: 4262.700684
	Iteration 53Q: 3 clusters Score -730528.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -730531.562500 Penalty: 4262.700684
	Iteration 54Q: 3 clusters Score -730531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -730533.875000 Penalty: 4262.700684
	Iteration 55Q: 3 clusters Score -730533.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -730537.250000 Penalty: 4262.700684
	Iteration 56Q: 3 clusters Score -730537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -730539.187500 Penalty: 4262.700684
	Iteration 57Q: 3 clusters Score -730539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -730539.750000 Penalty: 4262.700684
	Iteration 58Q: 3 clusters Score -730539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -730543.125000 Penalty: 4262.700684
	Iteration 59Q: 3 clusters Score -730543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -730545.250000 Penalty: 4262.700684
	Iteration 60F: 3 clusters Score -730545.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -730550.375000 Penalty: 4262.700684
	Iteration 61Q: 3 clusters Score -730550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -730552.500000 Penalty: 4262.700684
	Iteration 62Q: 3 clusters Score -730552.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -730558.187500 Penalty: 4262.700684
	Iteration 63Q: 3 clusters Score -730558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -730561.937500 Penalty: 4262.700684
	Iteration 64Q: 3 clusters Score -730561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -730566.000000 Penalty: 4262.700684
	Iteration 65Q: 3 clusters Score -730566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -730569.187500 Penalty: 4262.700684
	Iteration 66Q: 3 clusters Score -730569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -730569.812500 Penalty: 4262.700684
	Iteration 67Q: 3 clusters Score -730569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -730571.000000 Penalty: 4262.700684
	Iteration 68Q: 3 clusters Score -730571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -730571.187500 Penalty: 4262.700684
	Iteration 69Q: 3 clusters Score -730571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -730571.062500 Penalty: 4262.700684
	Iteration 70Q: 3 clusters Score -730571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -730571.312500 Penalty: 4262.700684
	Iteration 71Q: 3 clusters Score -730571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -730571.875000 Penalty: 4262.700684
	Iteration 72Q: 3 clusters Score -730571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -730572.000000 Penalty: 4262.700684
	Iteration 73Q: 3 clusters Score -730572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -730572.062500 Penalty: 4262.700684
	Iteration 74Q: 3 clusters Score -730572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -730572.062500 Penalty: 4262.700684
	Iteration 75F: 3 clusters Score -730572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Entering Unmasked Estep 
Score: -902821.125000 Penalty: 2196.381104
	Iteration 0F: 2 clusters Score -902821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -897030.062500 Penalty: 4392.762207
	Iteration 0F: 3 clusters Score -897030.1 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -898808.250000 Penalty: 4392.762207
	Iteration 1F: 3 clusters Score -898808.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -899495.937500 Penalty: 4392.762207
	Iteration 2F: 3 clusters Score -899495.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -900067.125000 Penalty: 4392.762207
	Iteration 3F: 3 clusters Score -900067.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -900512.187500 Penalty: 4392.762207
	Iteration 4F: 3 clusters Score -900512.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -900848.125000 Penalty: 4392.762207
	Iteration 5F: 3 clusters Score -900848.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -901086.937500 Penalty: 4392.762207
	Iteration 6Q: 3 clusters Score -901086.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -901247.312500 Penalty: 4392.762207
	Iteration 7Q: 3 clusters Score -901247.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -901356.375000 Penalty: 4392.762207
	Iteration 8Q: 3 clusters Score -901356.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -901415.312500 Penalty: 4392.762207
	Iteration 9Q: 3 clusters Score -901415.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -901456.750000 Penalty: 4392.762207
	Iteration 10Q: 3 clusters Score -901456.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -901492.437500 Penalty: 4392.762207
	Iteration 11Q: 3 clusters Score -901492.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -901510.750000 Penalty: 4392.762207
	Iteration 12Q: 3 clusters Score -901510.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -901528.687500 Penalty: 4392.762207
	Iteration 13Q: 3 clusters Score -901528.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -901544.125000 Penalty: 4392.762207
	Iteration 14Q: 3 clusters Score -901544.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -901558.125000 Penalty: 4392.762207
	Iteration 15Q: 3 clusters Score -901558.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -901566.687500 Penalty: 4392.762207
	Iteration 16Q: 3 clusters Score -901566.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -901579.125000 Penalty: 4392.762207
	Iteration 17Q: 3 clusters Score -901579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -901584.187500 Penalty: 4392.762207
	Iteration 18Q: 3 clusters Score -901584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -901594.625000 Penalty: 4392.762207
	Iteration 19Q: 3 clusters Score -901594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -901597.562500 Penalty: 4392.762207
	Iteration 20F: 3 clusters Score -901597.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -901603.062500 Penalty: 4392.762207
	Iteration 21Q: 3 clusters Score -901603.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -901605.500000 Penalty: 4392.762207
	Iteration 22Q: 3 clusters Score -901605.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -901610.250000 Penalty: 4392.762207
	Iteration 23Q: 3 clusters Score -901610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -901611.437500 Penalty: 4392.762207
	Iteration 24Q: 3 clusters Score -901611.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -901616.062500 Penalty: 4392.762207
	Iteration 25Q: 3 clusters Score -901616.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -901618.500000 Penalty: 4392.762207
	Iteration 26Q: 3 clusters Score -901618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -901622.562500 Penalty: 4392.762207
	Iteration 27Q: 3 clusters Score -901622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -901626.062500 Penalty: 4392.762207
	Iteration 28Q: 3 clusters Score -901626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -901628.062500 Penalty: 4392.762207
	Iteration 29Q: 3 clusters Score -901628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -901629.437500 Penalty: 4392.762207
	Iteration 30Q: 3 clusters Score -901629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -901629.875000 Penalty: 4392.762207
	Iteration 31Q: 3 clusters Score -901629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -901630.250000 Penalty: 4392.762207
	Iteration 32Q: 3 clusters Score -901630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -901630.750000 Penalty: 4392.762207
	Iteration 33Q: 3 clusters Score -901630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -901632.437500 Penalty: 4392.762207
	Iteration 34Q: 3 clusters Score -901632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -901632.437500 Penalty: 4392.762207
	Iteration 35F: 3 clusters Score -901632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -231566.296875 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -231566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -229086.359375 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -229086.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -229635.562500 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -229635.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229787.734375 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -229787.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -229870.187500 Penalty: 3735.649902
	Iteration 3Q: 3 clusters Score -229870.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229923.375000 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -229923.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -229981.656250 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -229981.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230056.578125 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -230056.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230209.562500 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -230209.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230337.234375 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -230337.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230413.250000 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -230413.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230492.937500 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -230492.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230562.093750 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -230562.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -230638.500000 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -230638.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -230788.640625 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -230788.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -230975.218750 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -230975.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -231154.890625 Penalty: 3735.649902
	Iteration 15F: 3 clusters Score -231154.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -231369.609375 Penalty: 3735.649902
	Iteration 16F: 3 clusters Score -231369.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -231597.265625 Penalty: 3735.649902
	Iteration 17F: 3 clusters Score -231597.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -231801.484375 Penalty: 3735.649902
	Iteration 18F: 3 clusters Score -231801.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231996.734375 Penalty: 3735.649902
	Iteration 19Q: 3 clusters Score -231996.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -232090.281250 Penalty: 3735.649902
	Iteration 20F: 3 clusters Score -232090.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -232136.406250 Penalty: 3735.649902
	Iteration 21Q: 3 clusters Score -232136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -232150.734375 Penalty: 3735.649902
	Iteration 22Q: 3 clusters Score -232150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -232153.875000 Penalty: 3735.649902
	Iteration 23Q: 3 clusters Score -232153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232155.093750 Penalty: 3735.649902
	Iteration 24Q: 3 clusters Score -232155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232155.093750 Penalty: 3735.649902
	Iteration 25F: 3 clusters Score -232155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 171339 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 151039 members 
Mstep: Class 7 contains 140681 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 178809 members 
Mstep: Class 10 contains 31274 members 
Mstep: Class 11 contains 18579 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 48602 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 70390 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 32299 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 1390 members 
Entering Unmasked Estep 
Score: -126421952.000000 Penalty: 85381.617188
Splitting cluster 18 changes total score from -126420952.000000 to -126421952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (70390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Entering Unmasked Estep 
Score: -9275948.000000 Penalty: 2768.127930
	Iteration 0F: 2 clusters Score -9275948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -9228826.000000 Penalty: 5536.255859
	Iteration 0F: 3 clusters Score -9228826 nChanged 32952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -9247442.000000 Penalty: 5536.255859
	Iteration 1F: 3 clusters Score -9247442 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -9248261.000000 Penalty: 5536.255859
	Iteration 2Q: 3 clusters Score -9248261 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -9249243.000000 Penalty: 5536.255859
	Iteration 3Q: 3 clusters Score -9249243 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9250442.000000 Penalty: 5536.255859
	Iteration 4Q: 3 clusters Score -9250442 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -9252006.000000 Penalty: 5536.255859
	Iteration 5Q: 3 clusters Score -9252006 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -9253792.000000 Penalty: 5536.255859
	Iteration 6F: 3 clusters Score -9253792 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -9255578.000000 Penalty: 5536.255859
	Iteration 7F: 3 clusters Score -9255578 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -9257269.000000 Penalty: 5536.255859
	Iteration 8F: 3 clusters Score -9257269 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -9258748.000000 Penalty: 5536.255859
	Iteration 9Q: 3 clusters Score -9258748 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -9259811.000000 Penalty: 5536.255859
	Iteration 10Q: 3 clusters Score -9259811 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9260656.000000 Penalty: 5536.255859
	Iteration 11Q: 3 clusters Score -9260656 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -9261530.000000 Penalty: 5536.255859
	Iteration 12Q: 3 clusters Score -9261530 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -9262432.000000 Penalty: 5536.255859
	Iteration 13Q: 3 clusters Score -9262432 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -9263347.000000 Penalty: 5536.255859
	Iteration 14Q: 3 clusters Score -9263347 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -9264400.000000 Penalty: 5536.255859
	Iteration 15Q: 3 clusters Score -9264400 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -9265473.000000 Penalty: 5536.255859
	Iteration 16Q: 3 clusters Score -9265473 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -9266421.000000 Penalty: 5536.255859
	Iteration 17Q: 3 clusters Score -9266421 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -9267392.000000 Penalty: 5536.255859
	Iteration 18Q: 3 clusters Score -9267392 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -9268392.000000 Penalty: 5536.255859
	Iteration 19Q: 3 clusters Score -9268392 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -9269142.000000 Penalty: 5536.255859
	Iteration 20F: 3 clusters Score -9269142 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -9269756.000000 Penalty: 5536.255859
	Iteration 21Q: 3 clusters Score -9269756 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -9270312.000000 Penalty: 5536.255859
	Iteration 22Q: 3 clusters Score -9270312 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -9270789.000000 Penalty: 5536.255859
	Iteration 23Q: 3 clusters Score -9270789 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -9271279.000000 Penalty: 5536.255859
	Iteration 24Q: 3 clusters Score -9271279 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -9271672.000000 Penalty: 5536.255859
	Iteration 25Q: 3 clusters Score -9271672 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -9271960.000000 Penalty: 5536.255859
	Iteration 26Q: 3 clusters Score -9271960 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -9272214.000000 Penalty: 5536.255859
	Iteration 27Q: 3 clusters Score -9272214 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -9272480.000000 Penalty: 5536.255859
	Iteration 28Q: 3 clusters Score -9272480 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -9272680.000000 Penalty: 5536.255859
	Iteration 29Q: 3 clusters Score -9272680 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -9272841.000000 Penalty: 5536.255859
	Iteration 30Q: 3 clusters Score -9272841 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -9273009.000000 Penalty: 5536.255859
	Iteration 31Q: 3 clusters Score -9273009 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -9273169.000000 Penalty: 5536.255859
	Iteration 32Q: 3 clusters Score -9273169 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -9273259.000000 Penalty: 5536.255859
	Iteration 33Q: 3 clusters Score -9273259 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -9273317.000000 Penalty: 5536.255859
	Iteration 34Q: 3 clusters Score -9273317 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -9273369.000000 Penalty: 5536.255859
	Iteration 35Q: 3 clusters Score -9273369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -9273406.000000 Penalty: 5536.255859
	Iteration 36Q: 3 clusters Score -9273406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -9273456.000000 Penalty: 5536.255859
	Iteration 37Q: 3 clusters Score -9273456 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -9273503.000000 Penalty: 5536.255859
	Iteration 38Q: 3 clusters Score -9273503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -9273530.000000 Penalty: 5536.255859
	Iteration 39Q: 3 clusters Score -9273530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -9273556.000000 Penalty: 5536.255859
	Iteration 40F: 3 clusters Score -9273556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -9273560.000000 Penalty: 5536.255859
	Iteration 41Q: 3 clusters Score -9273560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -9273593.000000 Penalty: 5536.255859
	Iteration 42Q: 3 clusters Score -9273593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -9273606.000000 Penalty: 5536.255859
	Iteration 43Q: 3 clusters Score -9273606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -9273601.000000 Penalty: 5536.255859
	Iteration 44Q: 3 clusters Score -9273601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -9273603.000000 Penalty: 5536.255859
	Iteration 45Q: 3 clusters Score -9273603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -9273618.000000 Penalty: 5536.255859
	Iteration 46Q: 3 clusters Score -9273618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -9273624.000000 Penalty: 5536.255859
	Iteration 47Q: 3 clusters Score -9273624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -9273641.000000 Penalty: 5536.255859
	Iteration 48Q: 3 clusters Score -9273641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -9273644.000000 Penalty: 5536.255859
	Iteration 49Q: 3 clusters Score -9273644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -9273651.000000 Penalty: 5536.255859
	Iteration 50Q: 3 clusters Score -9273651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -9273656.000000 Penalty: 5536.255859
	Iteration 51Q: 3 clusters Score -9273656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -9273659.000000 Penalty: 5536.255859
	Iteration 52Q: 3 clusters Score -9273659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -9273672.000000 Penalty: 5536.255859
	Iteration 53Q: 3 clusters Score -9273672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -9273672.000000 Penalty: 5536.255859
	Iteration 54Q: 3 clusters Score -9273672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -9273669.000000 Penalty: 5536.255859
	Iteration 55Q: 3 clusters Score -9273669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -9273675.000000 Penalty: 5536.255859
	Iteration 56Q: 3 clusters Score -9273675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -9273674.000000 Penalty: 5536.255859
	Iteration 57Q: 3 clusters Score -9273674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -9273681.000000 Penalty: 5536.255859
	Iteration 58Q: 3 clusters Score -9273681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -9273684.000000 Penalty: 5536.255859
	Iteration 59Q: 3 clusters Score -9273684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -9273688.000000 Penalty: 5536.255859
	Iteration 60F: 3 clusters Score -9273688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -9273689.000000 Penalty: 5536.255859
	Iteration 61Q: 3 clusters Score -9273689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -9273689.000000 Penalty: 5536.255859
	Iteration 62F: 3 clusters Score -9273689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -90713.796875 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -90713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89143.523438 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -89143.52 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89906.187500 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -89906.19 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -90574.750000 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -90574.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -91084.703125 Penalty: 3316.187012
	Iteration 3F: 3 clusters Score -91084.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91683.210938 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -91683.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -91723.914062 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -91723.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -91752.242188 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -91752.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -91773.375000 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -91773.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -91782.781250 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -91782.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -91793.359375 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -91793.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -91806.695312 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -91806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -91833.265625 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -91833.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -91854.359375 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -91854.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91857.140625 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -91857.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91857.140625 Penalty: 3316.187012
	Iteration 14F: 3 clusters Score -91857.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 171339 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 151039 members 
Mstep: Class 7 contains 140681 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 178809 members 
Mstep: Class 10 contains 31274 members 
Mstep: Class 11 contains 18579 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 48602 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 70390 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 32299 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 1390 members 
Mstep: Class 26 contains 185 members 
Entering Unmasked Estep 
Score: -126421688.000000 Penalty: 88796.882812
Splitting cluster 20 changes total score from -126420952.000000 to -126421688.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -4190695.250000 Penalty: 2574.932373
	Iteration 0F: 2 clusters Score -4190695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4168717.250000 Penalty: 5149.864746
	Iteration 0F: 3 clusters Score -4168717 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4176874.750000 Penalty: 5149.864746
	Iteration 1F: 3 clusters Score -4176875 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4177772.000000 Penalty: 5149.864746
	Iteration 2F: 3 clusters Score -4177772 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4178792.750000 Penalty: 5149.864746
	Iteration 3F: 3 clusters Score -4178793 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4179898.750000 Penalty: 5149.864746
	Iteration 4F: 3 clusters Score -4179899 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4180998.250000 Penalty: 5149.864746
	Iteration 5F: 3 clusters Score -4180998 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4181991.250000 Penalty: 5149.864746
	Iteration 6F: 3 clusters Score -4181991 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4182865.000000 Penalty: 5149.864746
	Iteration 7F: 3 clusters Score -4182865 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4183665.500000 Penalty: 5149.864746
	Iteration 8Q: 3 clusters Score -4183666 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4184382.500000 Penalty: 5149.864746
	Iteration 9Q: 3 clusters Score -4184382 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4185097.250000 Penalty: 5149.864746
	Iteration 10Q: 3 clusters Score -4185097 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4185886.000000 Penalty: 5149.864746
	Iteration 11Q: 3 clusters Score -4185886 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4186594.250000 Penalty: 5149.864746
	Iteration 12Q: 3 clusters Score -4186594 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4187187.000000 Penalty: 5149.864746
	Iteration 13Q: 3 clusters Score -4187187 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4187649.500000 Penalty: 5149.864746
	Iteration 14Q: 3 clusters Score -4187650 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4188037.750000 Penalty: 5149.864746
	Iteration 15Q: 3 clusters Score -4188038 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4188321.250000 Penalty: 5149.864746
	Iteration 16Q: 3 clusters Score -4188321 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4188539.000000 Penalty: 5149.864746
	Iteration 17Q: 3 clusters Score -4188539 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4188697.750000 Penalty: 5149.864746
	Iteration 18Q: 3 clusters Score -4188698 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4188810.500000 Penalty: 5149.864746
	Iteration 19Q: 3 clusters Score -4188810 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4188929.000000 Penalty: 5149.864746
	Iteration 20F: 3 clusters Score -4188929 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4189020.000000 Penalty: 5149.864746
	Iteration 21Q: 3 clusters Score -4189020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4189094.500000 Penalty: 5149.864746
	Iteration 22Q: 3 clusters Score -4189094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4189169.750000 Penalty: 5149.864746
	Iteration 23Q: 3 clusters Score -4189170 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4189238.750000 Penalty: 5149.864746
	Iteration 24Q: 3 clusters Score -4189239 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4189302.250000 Penalty: 5149.864746
	Iteration 25Q: 3 clusters Score -4189302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4189349.750000 Penalty: 5149.864746
	Iteration 26Q: 3 clusters Score -4189350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4189401.250000 Penalty: 5149.864746
	Iteration 27Q: 3 clusters Score -4189401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4189459.000000 Penalty: 5149.864746
	Iteration 28Q: 3 clusters Score -4189459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4189494.000000 Penalty: 5149.864746
	Iteration 29Q: 3 clusters Score -4189494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4189513.000000 Penalty: 5149.864746
	Iteration 30Q: 3 clusters Score -4189513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4189535.750000 Penalty: 5149.864746
	Iteration 31Q: 3 clusters Score -4189536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4189538.500000 Penalty: 5149.864746
	Iteration 32Q: 3 clusters Score -4189538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4189550.750000 Penalty: 5149.864746
	Iteration 33Q: 3 clusters Score -4189551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4189565.250000 Penalty: 5149.864746
	Iteration 34Q: 3 clusters Score -4189565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4189569.750000 Penalty: 5149.864746
	Iteration 35Q: 3 clusters Score -4189570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4189564.500000 Penalty: 5149.864746
	Iteration 36Q: 3 clusters Score -4189564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4189569.250000 Penalty: 5149.864746
	Iteration 37Q: 3 clusters Score -4189569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4189566.250000 Penalty: 5149.864746
	Iteration 38Q: 3 clusters Score -4189566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4189568.750000 Penalty: 5149.864746
	Iteration 39Q: 3 clusters Score -4189569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4189569.250000 Penalty: 5149.864746
	Iteration 40F: 3 clusters Score -4189569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4189571.250000 Penalty: 5149.864746
	Iteration 41Q: 3 clusters Score -4189571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4189572.500000 Penalty: 5149.864746
	Iteration 42Q: 3 clusters Score -4189572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4189567.750000 Penalty: 5149.864746
	Iteration 43Q: 3 clusters Score -4189568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4189575.000000 Penalty: 5149.864746
	Iteration 44Q: 3 clusters Score -4189575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4189577.000000 Penalty: 5149.864746
	Iteration 45Q: 3 clusters Score -4189577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4189576.750000 Penalty: 5149.864746
	Iteration 46Q: 3 clusters Score -4189577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4189574.250000 Penalty: 5149.864746
	Iteration 47Q: 3 clusters Score -4189574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4189575.000000 Penalty: 5149.864746
	Iteration 48Q: 3 clusters Score -4189575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4189575.000000 Penalty: 5149.864746
	Iteration 49F: 3 clusters Score -4189575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72191.062500 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72191.06 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72556.187500 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72556.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72713.453125 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -72713.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72822.953125 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -72822.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72889.390625 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -72889.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72961.031250 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -72961.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73051.906250 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73051.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73150.101562 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73216.742188 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -73216.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73274.296875 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -73274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73303.265625 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -73303.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73310.617188 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -73310.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73310.617188 Penalty: 3209.516602
	Iteration 12F: 3 clusters Score -73310.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -20987.937500 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20987.94 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 104 members 
Entering Unmasked Estep 
Score: -19902.136719 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19902.14 nChanged 24
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: -20071.968750 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20071.97 nChanged 12
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: -20168.982422 Penalty: 2637.787598
	Iteration 2F: 3 clusters Score -20168.98 nChanged 4
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: -20208.619141 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20208.62 nChanged 3
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: -20225.212891 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -20225.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20229.947266 Penalty: 2637.787598
	Iteration 5Q: 3 clusters Score -20229.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20234.568359 Penalty: 2637.787598
	Iteration 6Q: 3 clusters Score -20234.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20234.568359 Penalty: 2637.787598
	Iteration 7F: 3 clusters Score -20234.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 171339 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 151039 members 
Mstep: Class 7 contains 140681 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 178809 members 
Mstep: Class 10 contains 31274 members 
Mstep: Class 11 contains 18579 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 48602 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 70390 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 32299 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421880.000000 Penalty: 88796.882812
Iteration 119Q: 27 clusters Score -1.264219e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 171388 members 
Mstep: Class 5 contains 23678 members 
Mstep: Class 6 contains 151021 members 
Mstep: Class 7 contains 140193 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 178827 members 
Mstep: Class 10 contains 31649 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 3660 members 
Mstep: Class 14 contains 48599 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70396 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 32290 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 204 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 1351 members 
Mstep: Class 26 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422680.000000 Penalty: 88796.882812
Iteration 120F: 27 clusters Score -1.264227e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 171393 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 150968 members 
Mstep: Class 7 contains 139769 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 178785 members 
Mstep: Class 10 contains 31992 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 48591 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 70344 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 32275 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423000.000000 Penalty: 88796.882812
Iteration 121Q: 27 clusters Score -1.26423e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 171415 members 
Mstep: Class 5 contains 23711 members 
Mstep: Class 6 contains 150949 members 
Mstep: Class 7 contains 139383 members 
Mstep: Class 8 contains 12682 members 
Mstep: Class 9 contains 178741 members 
Mstep: Class 10 contains 32310 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 48584 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 70317 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 32248 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 431 members 
Mstep: Class 25 contains 1597 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423296.000000 Penalty: 88796.882812
Iteration 122Q: 27 clusters Score -1.264233e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 8629 members 
Mstep: Class 4 contains 171451 members 
Mstep: Class 5 contains 23738 members 
Mstep: Class 6 contains 150923 members 
Mstep: Class 7 contains 139000 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 178716 members 
Mstep: Class 10 contains 32625 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48584 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70312 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 32204 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 1627 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423944.000000 Penalty: 88796.882812
Iteration 123Q: 27 clusters Score -1.264239e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 7531 members 
Mstep: Class 3 contains 8629 members 
Mstep: Class 4 contains 171471 members 
Mstep: Class 5 contains 23763 members 
Mstep: Class 6 contains 150887 members 
Mstep: Class 7 contains 138612 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 178743 members 
Mstep: Class 10 contains 32931 members 
Mstep: Class 11 contains 18558 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 48600 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 70302 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 32152 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 1653 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424440.000000 Penalty: 88796.882812
Iteration 124Q: 27 clusters Score -1.264244e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 7526 members 
Mstep: Class 3 contains 8630 members 
Mstep: Class 4 contains 171508 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 150847 members 
Mstep: Class 7 contains 138195 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 178798 members 
Mstep: Class 10 contains 33223 members 
Mstep: Class 11 contains 18545 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 48619 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 70304 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 32100 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 1666 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424784.000000 Penalty: 88796.882812
Iteration 125Q: 27 clusters Score -1.264248e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 8632 members 
Mstep: Class 4 contains 171536 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 150825 members 
Mstep: Class 7 contains 137805 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 178879 members 
Mstep: Class 10 contains 33475 members 
Mstep: Class 11 contains 18529 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 48635 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 70308 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 32037 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 606 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424776.000000 Penalty: 88796.882812
Iteration 126Q: 27 clusters Score -1.264248e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 7506 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 171546 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 150834 members 
Mstep: Class 7 contains 137465 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 178896 members 
Mstep: Class 10 contains 33699 members 
Mstep: Class 11 contains 18518 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 48657 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 517 members 
Mstep: Class 19 contains 70315 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31975 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424736.000000 Penalty: 88796.882812
Iteration 127Q: 27 clusters Score -1.264247e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 7498 members 
Mstep: Class 3 contains 8643 members 
Mstep: Class 4 contains 171555 members 
Mstep: Class 5 contains 23859 members 
Mstep: Class 6 contains 150841 members 
Mstep: Class 7 contains 137150 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 178909 members 
Mstep: Class 10 contains 33907 members 
Mstep: Class 11 contains 18501 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 48680 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 70316 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31898 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425040.000000 Penalty: 88796.882812
Iteration 128Q: 27 clusters Score -1.26425e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 7489 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 171554 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 150844 members 
Mstep: Class 7 contains 136868 members 
Mstep: Class 8 contains 12900 members 
Mstep: Class 9 contains 178936 members 
Mstep: Class 10 contains 34111 members 
Mstep: Class 11 contains 18485 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 48687 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 7024 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 70313 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31827 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425080.000000 Penalty: 88796.882812
Iteration 129Q: 27 clusters Score -1.264251e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 8665 members 
Mstep: Class 4 contains 171565 members 
Mstep: Class 5 contains 23909 members 
Mstep: Class 6 contains 150849 members 
Mstep: Class 7 contains 136611 members 
Mstep: Class 8 contains 12955 members 
Mstep: Class 9 contains 178932 members 
Mstep: Class 10 contains 34298 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 48692 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 7026 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70308 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31783 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425048.000000 Penalty: 88796.882812
Iteration 130Q: 27 clusters Score -1.26425e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 8679 members 
Mstep: Class 4 contains 171560 members 
Mstep: Class 5 contains 23942 members 
Mstep: Class 6 contains 150863 members 
Mstep: Class 7 contains 136391 members 
Mstep: Class 8 contains 12988 members 
Mstep: Class 9 contains 178898 members 
Mstep: Class 10 contains 34470 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 48695 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 7028 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70305 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31756 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425072.000000 Penalty: 88796.882812
Iteration 131Q: 27 clusters Score -1.264251e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 171572 members 
Mstep: Class 5 contains 23966 members 
Mstep: Class 6 contains 150864 members 
Mstep: Class 7 contains 136188 members 
Mstep: Class 8 contains 13013 members 
Mstep: Class 9 contains 178877 members 
Mstep: Class 10 contains 34616 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 48704 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5584 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70312 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31726 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425192.000000 Penalty: 88796.882812
Iteration 132Q: 27 clusters Score -1.264252e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 8704 members 
Mstep: Class 4 contains 171589 members 
Mstep: Class 5 contains 23994 members 
Mstep: Class 6 contains 150859 members 
Mstep: Class 7 contains 135989 members 
Mstep: Class 8 contains 13036 members 
Mstep: Class 9 contains 178857 members 
Mstep: Class 10 contains 34764 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 48716 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70318 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31688 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425432.000000 Penalty: 88796.882812
Iteration 133Q: 27 clusters Score -1.264254e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 7465 members 
Mstep: Class 3 contains 8728 members 
Mstep: Class 4 contains 171606 members 
Mstep: Class 5 contains 24010 members 
Mstep: Class 6 contains 150822 members 
Mstep: Class 7 contains 135823 members 
Mstep: Class 8 contains 13054 members 
Mstep: Class 9 contains 178847 members 
Mstep: Class 10 contains 34894 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 48730 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70337 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31655 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425296.000000 Penalty: 88796.882812
Iteration 134Q: 27 clusters Score -1.264253e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 171635 members 
Mstep: Class 5 contains 24020 members 
Mstep: Class 6 contains 150810 members 
Mstep: Class 7 contains 135649 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 178836 members 
Mstep: Class 10 contains 35021 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 48743 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70338 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31635 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 700 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425288.000000 Penalty: 88796.882812
Iteration 135Q: 27 clusters Score -1.264253e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 171656 members 
Mstep: Class 5 contains 24035 members 
Mstep: Class 6 contains 150798 members 
Mstep: Class 7 contains 135452 members 
Mstep: Class 8 contains 13081 members 
Mstep: Class 9 contains 178841 members 
Mstep: Class 10 contains 35159 members 
Mstep: Class 11 contains 18447 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 48751 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 7035 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70336 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31620 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425232.000000 Penalty: 88796.882812
Iteration 136Q: 27 clusters Score -1.264252e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 171671 members 
Mstep: Class 5 contains 24039 members 
Mstep: Class 6 contains 150774 members 
Mstep: Class 7 contains 135290 members 
Mstep: Class 8 contains 13095 members 
Mstep: Class 9 contains 178845 members 
Mstep: Class 10 contains 35288 members 
Mstep: Class 11 contains 18448 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 48769 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70338 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31602 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425200.000000 Penalty: 88796.882812
Iteration 137Q: 27 clusters Score -1.264252e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171687 members 
Mstep: Class 5 contains 24047 members 
Mstep: Class 6 contains 150758 members 
Mstep: Class 7 contains 135108 members 
Mstep: Class 8 contains 13107 members 
Mstep: Class 9 contains 178850 members 
Mstep: Class 10 contains 35398 members 
Mstep: Class 11 contains 18454 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 48788 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 7042 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70339 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31594 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425208.000000 Penalty: 88796.882812
Iteration 138Q: 27 clusters Score -1.264252e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171697 members 
Mstep: Class 5 contains 24048 members 
Mstep: Class 6 contains 150751 members 
Mstep: Class 7 contains 134971 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 178841 members 
Mstep: Class 10 contains 35493 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48804 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70347 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31582 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425280.000000 Penalty: 88796.882812
Iteration 139Q: 27 clusters Score -1.264253e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 171695 members 
Mstep: Class 5 contains 24055 members 
Mstep: Class 6 contains 150746 members 
Mstep: Class 7 contains 134824 members 
Mstep: Class 8 contains 13123 members 
Mstep: Class 9 contains 178827 members 
Mstep: Class 10 contains 35607 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48816 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70360 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31572 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425456.000000 Penalty: 88796.882812
Iteration 140F: 27 clusters Score -1.264255e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 171681 members 
Mstep: Class 5 contains 24063 members 
Mstep: Class 6 contains 150749 members 
Mstep: Class 7 contains 134691 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 9 contains 178788 members 
Mstep: Class 10 contains 35741 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 48829 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 17 contains 7044 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70364 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31566 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425624.000000 Penalty: 88796.882812
Iteration 141Q: 27 clusters Score -1.264256e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 171666 members 
Mstep: Class 5 contains 24067 members 
Mstep: Class 6 contains 150736 members 
Mstep: Class 7 contains 134543 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 178783 members 
Mstep: Class 10 contains 35887 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 48841 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 7045 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70374 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31546 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425872.000000 Penalty: 88796.882812
Iteration 142Q: 27 clusters Score -1.264259e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 171643 members 
Mstep: Class 5 contains 24070 members 
Mstep: Class 6 contains 150703 members 
Mstep: Class 7 contains 134412 members 
Mstep: Class 8 contains 13121 members 
Mstep: Class 9 contains 178797 members 
Mstep: Class 10 contains 36009 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48860 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70377 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31532 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425976.000000 Penalty: 88796.882812
Iteration 143Q: 27 clusters Score -1.26426e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 171641 members 
Mstep: Class 5 contains 24080 members 
Mstep: Class 6 contains 150686 members 
Mstep: Class 7 contains 134307 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 178784 members 
Mstep: Class 10 contains 36099 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48868 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70387 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31525 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 742 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426024.000000 Penalty: 88796.882812
Iteration 144Q: 27 clusters Score -1.26426e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 171644 members 
Mstep: Class 5 contains 24084 members 
Mstep: Class 6 contains 150681 members 
Mstep: Class 7 contains 134205 members 
Mstep: Class 8 contains 13136 members 
Mstep: Class 9 contains 178758 members 
Mstep: Class 10 contains 36196 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48874 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70386 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31516 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425968.000000 Penalty: 88796.882812
Iteration 145Q: 27 clusters Score -1.26426e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 171642 members 
Mstep: Class 5 contains 24089 members 
Mstep: Class 6 contains 150660 members 
Mstep: Class 7 contains 134122 members 
Mstep: Class 8 contains 13143 members 
Mstep: Class 9 contains 178740 members 
Mstep: Class 10 contains 36287 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48886 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 7050 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70380 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31513 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426240.000000 Penalty: 88796.882812
Iteration 146Q: 27 clusters Score -1.264262e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 171653 members 
Mstep: Class 5 contains 24091 members 
Mstep: Class 6 contains 150636 members 
Mstep: Class 7 contains 134050 members 
Mstep: Class 8 contains 13152 members 
Mstep: Class 9 contains 178722 members 
Mstep: Class 10 contains 36372 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48891 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5767 members 
Mstep: Class 17 contains 7051 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70377 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31505 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426240.000000 Penalty: 88796.882812
Iteration 147Q: 27 clusters Score -1.264262e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171648 members 
Mstep: Class 5 contains 24097 members 
Mstep: Class 6 contains 150607 members 
Mstep: Class 7 contains 133963 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 178731 members 
Mstep: Class 10 contains 36442 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48895 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70380 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31500 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426240.000000 Penalty: 88796.882812
Iteration 148Q: 27 clusters Score -1.264262e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 171645 members 
Mstep: Class 5 contains 24100 members 
Mstep: Class 6 contains 150580 members 
Mstep: Class 7 contains 133900 members 
Mstep: Class 8 contains 13170 members 
Mstep: Class 9 contains 178726 members 
Mstep: Class 10 contains 36501 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48903 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70379 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31494 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426416.000000 Penalty: 88796.882812
Iteration 149Q: 27 clusters Score -1.264264e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 171646 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 150541 members 
Mstep: Class 7 contains 133836 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 178712 members 
Mstep: Class 10 contains 36571 members 
Mstep: Class 11 contains 18450 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 48917 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70386 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31493 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426472.000000 Penalty: 88796.882812
Iteration 150Q: 27 clusters Score -1.264265e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171641 members 
Mstep: Class 5 contains 24102 members 
Mstep: Class 6 contains 150508 members 
Mstep: Class 7 contains 133784 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 178699 members 
Mstep: Class 10 contains 36640 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 48929 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70386 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31489 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426304.000000 Penalty: 88796.882812
Iteration 151Q: 27 clusters Score -1.264263e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171648 members 
Mstep: Class 5 contains 24104 members 
Mstep: Class 6 contains 150458 members 
Mstep: Class 7 contains 133736 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 178696 members 
Mstep: Class 10 contains 36689 members 
Mstep: Class 11 contains 18454 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 48945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70392 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31489 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426256.000000 Penalty: 88796.882812
Iteration 152Q: 27 clusters Score -1.264263e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 171657 members 
Mstep: Class 5 contains 24109 members 
Mstep: Class 6 contains 150394 members 
Mstep: Class 7 contains 133705 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 178687 members 
Mstep: Class 10 contains 36750 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 48955 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70392 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31491 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426240.000000 Penalty: 88796.882812
Iteration 153Q: 27 clusters Score -1.264262e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171660 members 
Mstep: Class 5 contains 24111 members 
Mstep: Class 6 contains 150352 members 
Mstep: Class 7 contains 133662 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 178664 members 
Mstep: Class 10 contains 36829 members 
Mstep: Class 11 contains 18454 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 48965 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70388 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31491 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426336.000000 Penalty: 88796.882812
Iteration 154Q: 27 clusters Score -1.264263e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 171662 members 
Mstep: Class 5 contains 24109 members 
Mstep: Class 6 contains 150299 members 
Mstep: Class 7 contains 133610 members 
Mstep: Class 8 contains 13187 members 
Mstep: Class 9 contains 178645 members 
Mstep: Class 10 contains 36903 members 
Mstep: Class 11 contains 18454 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 48987 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 514 members 
Mstep: Class 19 contains 70384 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31488 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426408.000000 Penalty: 88796.882812
Iteration 155Q: 27 clusters Score -1.264264e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171671 members 
Mstep: Class 5 contains 24107 members 
Mstep: Class 6 contains 150243 members 
Mstep: Class 7 contains 133547 members 
Mstep: Class 8 contains 13188 members 
Mstep: Class 9 contains 178625 members 
Mstep: Class 10 contains 36994 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 49000 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70387 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31485 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426496.000000 Penalty: 88796.882812
Iteration 156Q: 27 clusters Score -1.264265e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 171669 members 
Mstep: Class 5 contains 24108 members 
Mstep: Class 6 contains 150196 members 
Mstep: Class 7 contains 133503 members 
Mstep: Class 8 contains 13188 members 
Mstep: Class 9 contains 178605 members 
Mstep: Class 10 contains 37080 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 49009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70382 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31482 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426584.000000 Penalty: 88796.882812
Iteration 157Q: 27 clusters Score -1.264266e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 171693 members 
Mstep: Class 5 contains 24110 members 
Mstep: Class 6 contains 150138 members 
Mstep: Class 7 contains 133454 members 
Mstep: Class 8 contains 13189 members 
Mstep: Class 9 contains 178575 members 
Mstep: Class 10 contains 37161 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49020 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70383 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31479 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426488.000000 Penalty: 88796.882812
Iteration 158Q: 27 clusters Score -1.264265e+08 nChanged 397
Entering ConstructFrom: 
Score: -126426488.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Entering Unmasked Estep 
Score: -5525946.500000 Penalty: 2630.476074
	Iteration 0F: 2 clusters Score -5525946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5498522.500000 Penalty: 5260.952148
	Iteration 0F: 3 clusters Score -5498522 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -5508607.500000 Penalty: 5260.952148
	Iteration 1F: 3 clusters Score -5508608 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5509023.000000 Penalty: 5260.952148
	Iteration 2Q: 3 clusters Score -5509023 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5509469.000000 Penalty: 5260.952148
	Iteration 3Q: 3 clusters Score -5509469 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5509960.500000 Penalty: 5260.952148
	Iteration 4Q: 3 clusters Score -5509960 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5510595.500000 Penalty: 5260.952148
	Iteration 5Q: 3 clusters Score -5510596 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5511537.000000 Penalty: 5260.952148
	Iteration 6F: 3 clusters Score -5511537 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -5512889.500000 Penalty: 5260.952148
	Iteration 7F: 3 clusters Score -5512890 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5514643.000000 Penalty: 5260.952148
	Iteration 8F: 3 clusters Score -5514643 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5516723.500000 Penalty: 5260.952148
	Iteration 9F: 3 clusters Score -5516724 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -5518863.000000 Penalty: 5260.952148
	Iteration 10F: 3 clusters Score -5518863 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5520655.000000 Penalty: 5260.952148
	Iteration 11Q: 3 clusters Score -5520655 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5521836.000000 Penalty: 5260.952148
	Iteration 12Q: 3 clusters Score -5521836 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5522466.000000 Penalty: 5260.952148
	Iteration 13Q: 3 clusters Score -5522466 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5522759.500000 Penalty: 5260.952148
	Iteration 14Q: 3 clusters Score -5522760 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5522906.000000 Penalty: 5260.952148
	Iteration 15Q: 3 clusters Score -5522906 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5522993.500000 Penalty: 5260.952148
	Iteration 16Q: 3 clusters Score -5522994 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5523054.000000 Penalty: 5260.952148
	Iteration 17Q: 3 clusters Score -5523054 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5523104.000000 Penalty: 5260.952148
	Iteration 18Q: 3 clusters Score -5523104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5523163.000000 Penalty: 5260.952148
	Iteration 19Q: 3 clusters Score -5523163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5523221.500000 Penalty: 5260.952148
	Iteration 20F: 3 clusters Score -5523222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5523281.500000 Penalty: 5260.952148
	Iteration 21Q: 3 clusters Score -5523282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5523312.000000 Penalty: 5260.952148
	Iteration 22Q: 3 clusters Score -5523312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5523344.000000 Penalty: 5260.952148
	Iteration 23Q: 3 clusters Score -5523344 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5523390.500000 Penalty: 5260.952148
	Iteration 24Q: 3 clusters Score -5523390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5523424.500000 Penalty: 5260.952148
	Iteration 25Q: 3 clusters Score -5523424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5523466.000000 Penalty: 5260.952148
	Iteration 26Q: 3 clusters Score -5523466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5523486.500000 Penalty: 5260.952148
	Iteration 27Q: 3 clusters Score -5523486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5523503.000000 Penalty: 5260.952148
	Iteration 28Q: 3 clusters Score -5523503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5523519.500000 Penalty: 5260.952148
	Iteration 29Q: 3 clusters Score -5523520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5523532.000000 Penalty: 5260.952148
	Iteration 30Q: 3 clusters Score -5523532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5523532.000000 Penalty: 5260.952148
	Iteration 31Q: 3 clusters Score -5523532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5523547.000000 Penalty: 5260.952148
	Iteration 32Q: 3 clusters Score -5523547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5523581.000000 Penalty: 5260.952148
	Iteration 33Q: 3 clusters Score -5523581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5523581.500000 Penalty: 5260.952148
	Iteration 34Q: 3 clusters Score -5523582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5523584.000000 Penalty: 5260.952148
	Iteration 35Q: 3 clusters Score -5523584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5523589.500000 Penalty: 5260.952148
	Iteration 36Q: 3 clusters Score -5523590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5523599.000000 Penalty: 5260.952148
	Iteration 37Q: 3 clusters Score -5523599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5523608.500000 Penalty: 5260.952148
	Iteration 38Q: 3 clusters Score -5523608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5523629.500000 Penalty: 5260.952148
	Iteration 39Q: 3 clusters Score -5523630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5523643.500000 Penalty: 5260.952148
	Iteration 40F: 3 clusters Score -5523644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5523656.500000 Penalty: 5260.952148
	Iteration 41Q: 3 clusters Score -5523656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5523659.000000 Penalty: 5260.952148
	Iteration 42Q: 3 clusters Score -5523659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5523669.500000 Penalty: 5260.952148
	Iteration 43Q: 3 clusters Score -5523670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5523678.000000 Penalty: 5260.952148
	Iteration 44Q: 3 clusters Score -5523678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5523682.500000 Penalty: 5260.952148
	Iteration 45Q: 3 clusters Score -5523682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5523692.000000 Penalty: 5260.952148
	Iteration 46Q: 3 clusters Score -5523692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5523685.500000 Penalty: 5260.952148
	Iteration 47Q: 3 clusters Score -5523686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5523692.500000 Penalty: 5260.952148
	Iteration 48Q: 3 clusters Score -5523692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5523690.000000 Penalty: 5260.952148
	Iteration 49Q: 3 clusters Score -5523690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5523690.500000 Penalty: 5260.952148
	Iteration 50Q: 3 clusters Score -5523690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5523700.000000 Penalty: 5260.952148
	Iteration 51Q: 3 clusters Score -5523700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5523708.000000 Penalty: 5260.952148
	Iteration 52Q: 3 clusters Score -5523708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5523711.000000 Penalty: 5260.952148
	Iteration 53Q: 3 clusters Score -5523711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5523708.500000 Penalty: 5260.952148
	Iteration 54Q: 3 clusters Score -5523708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5523709.500000 Penalty: 5260.952148
	Iteration 55Q: 3 clusters Score -5523710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5523714.500000 Penalty: 5260.952148
	Iteration 56Q: 3 clusters Score -5523714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5523726.000000 Penalty: 5260.952148
	Iteration 57Q: 3 clusters Score -5523726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5523726.000000 Penalty: 5260.952148
	Iteration 58Q: 3 clusters Score -5523726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5523728.500000 Penalty: 5260.952148
	Iteration 59Q: 3 clusters Score -5523728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5523731.000000 Penalty: 5260.952148
	Iteration 60F: 3 clusters Score -5523731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5523731.000000 Penalty: 5260.952148
	Iteration 61Q: 3 clusters Score -5523731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5523727.500000 Penalty: 5260.952148
	Iteration 62Q: 3 clusters Score -5523728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5523732.500000 Penalty: 5260.952148
	Iteration 63Q: 3 clusters Score -5523732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5523733.000000 Penalty: 5260.952148
	Iteration 64Q: 3 clusters Score -5523733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5523733.000000 Penalty: 5260.952148
	Iteration 65Q: 3 clusters Score -5523733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5523741.500000 Penalty: 5260.952148
	Iteration 66Q: 3 clusters Score -5523742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5523734.500000 Penalty: 5260.952148
	Iteration 67Q: 3 clusters Score -5523734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5523738.500000 Penalty: 5260.952148
	Iteration 68Q: 3 clusters Score -5523738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5523743.000000 Penalty: 5260.952148
	Iteration 69Q: 3 clusters Score -5523743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5523748.500000 Penalty: 5260.952148
	Iteration 70Q: 3 clusters Score -5523748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5523754.500000 Penalty: 5260.952148
	Iteration 71Q: 3 clusters Score -5523754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5523754.000000 Penalty: 5260.952148
	Iteration 72Q: 3 clusters Score -5523754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5523750.000000 Penalty: 5260.952148
	Iteration 73Q: 3 clusters Score -5523750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5523761.000000 Penalty: 5260.952148
	Iteration 74Q: 3 clusters Score -5523761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5523758.500000 Penalty: 5260.952148
	Iteration 75Q: 3 clusters Score -5523758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5523757.500000 Penalty: 5260.952148
	Iteration 76Q: 3 clusters Score -5523758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5523758.500000 Penalty: 5260.952148
	Iteration 77Q: 3 clusters Score -5523758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5523754.500000 Penalty: 5260.952148
	Iteration 78Q: 3 clusters Score -5523754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5523754.500000 Penalty: 5260.952148
	Iteration 79F: 3 clusters Score -5523754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -965801.062500 Penalty: 2210.460449
	Iteration 0F: 2 clusters Score -965801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -959816.625000 Penalty: 4420.920898
	Iteration 0F: 3 clusters Score -959816.6 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -961450.062500 Penalty: 4420.920898
	Iteration 1F: 3 clusters Score -961450.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -961705.250000 Penalty: 4420.920898
	Iteration 2F: 3 clusters Score -961705.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -961875.375000 Penalty: 4420.920898
	Iteration 3Q: 3 clusters Score -961875.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -961989.062500 Penalty: 4420.920898
	Iteration 4Q: 3 clusters Score -961989.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -962069.250000 Penalty: 4420.920898
	Iteration 5Q: 3 clusters Score -962069.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -962138.250000 Penalty: 4420.920898
	Iteration 6Q: 3 clusters Score -962138.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -962204.062500 Penalty: 4420.920898
	Iteration 7Q: 3 clusters Score -962204.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -962258.562500 Penalty: 4420.920898
	Iteration 8Q: 3 clusters Score -962258.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -962298.687500 Penalty: 4420.920898
	Iteration 9Q: 3 clusters Score -962298.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -962334.437500 Penalty: 4420.920898
	Iteration 10Q: 3 clusters Score -962334.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -962361.250000 Penalty: 4420.920898
	Iteration 11Q: 3 clusters Score -962361.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -962389.375000 Penalty: 4420.920898
	Iteration 12Q: 3 clusters Score -962389.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -962413.625000 Penalty: 4420.920898
	Iteration 13Q: 3 clusters Score -962413.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -962434.875000 Penalty: 4420.920898
	Iteration 14Q: 3 clusters Score -962434.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -962453.437500 Penalty: 4420.920898
	Iteration 15Q: 3 clusters Score -962453.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -962470.125000 Penalty: 4420.920898
	Iteration 16Q: 3 clusters Score -962470.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -962485.062500 Penalty: 4420.920898
	Iteration 17Q: 3 clusters Score -962485.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -962500.562500 Penalty: 4420.920898
	Iteration 18Q: 3 clusters Score -962500.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -962518.687500 Penalty: 4420.920898
	Iteration 19Q: 3 clusters Score -962518.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -962537.312500 Penalty: 4420.920898
	Iteration 20F: 3 clusters Score -962537.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -962562.625000 Penalty: 4420.920898
	Iteration 21Q: 3 clusters Score -962562.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -962591.375000 Penalty: 4420.920898
	Iteration 22Q: 3 clusters Score -962591.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -962625.750000 Penalty: 4420.920898
	Iteration 23Q: 3 clusters Score -962625.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -962661.250000 Penalty: 4420.920898
	Iteration 24Q: 3 clusters Score -962661.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -962696.062500 Penalty: 4420.920898
	Iteration 25Q: 3 clusters Score -962696.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -962746.187500 Penalty: 4420.920898
	Iteration 26Q: 3 clusters Score -962746.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -962788.187500 Penalty: 4420.920898
	Iteration 27Q: 3 clusters Score -962788.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -962817.625000 Penalty: 4420.920898
	Iteration 28Q: 3 clusters Score -962817.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -962850.312500 Penalty: 4420.920898
	Iteration 29Q: 3 clusters Score -962850.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -962890.000000 Penalty: 4420.920898
	Iteration 30Q: 3 clusters Score -962890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -962928.812500 Penalty: 4420.920898
	Iteration 31Q: 3 clusters Score -962928.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -962973.250000 Penalty: 4420.920898
	Iteration 32Q: 3 clusters Score -962973.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -963021.562500 Penalty: 4420.920898
	Iteration 33Q: 3 clusters Score -963021.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -963071.250000 Penalty: 4420.920898
	Iteration 34Q: 3 clusters Score -963071.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -963112.875000 Penalty: 4420.920898
	Iteration 35Q: 3 clusters Score -963112.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -963153.000000 Penalty: 4420.920898
	Iteration 36Q: 3 clusters Score -963153 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -963182.875000 Penalty: 4420.920898
	Iteration 37Q: 3 clusters Score -963182.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -963204.250000 Penalty: 4420.920898
	Iteration 38Q: 3 clusters Score -963204.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -963222.750000 Penalty: 4420.920898
	Iteration 39Q: 3 clusters Score -963222.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -963238.500000 Penalty: 4420.920898
	Iteration 40F: 3 clusters Score -963238.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -963254.937500 Penalty: 4420.920898
	Iteration 41Q: 3 clusters Score -963254.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -963266.875000 Penalty: 4420.920898
	Iteration 42Q: 3 clusters Score -963266.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -963281.312500 Penalty: 4420.920898
	Iteration 43Q: 3 clusters Score -963281.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -963294.937500 Penalty: 4420.920898
	Iteration 44Q: 3 clusters Score -963294.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -963306.312500 Penalty: 4420.920898
	Iteration 45Q: 3 clusters Score -963306.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -963320.312500 Penalty: 4420.920898
	Iteration 46Q: 3 clusters Score -963320.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -963332.500000 Penalty: 4420.920898
	Iteration 47Q: 3 clusters Score -963332.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -963349.437500 Penalty: 4420.920898
	Iteration 48Q: 3 clusters Score -963349.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -963367.625000 Penalty: 4420.920898
	Iteration 49Q: 3 clusters Score -963367.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -963398.687500 Penalty: 4420.920898
	Iteration 50Q: 3 clusters Score -963398.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -963423.687500 Penalty: 4420.920898
	Iteration 51Q: 3 clusters Score -963423.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -963455.562500 Penalty: 4420.920898
	Iteration 52Q: 3 clusters Score -963455.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -963495.125000 Penalty: 4420.920898
	Iteration 53Q: 3 clusters Score -963495.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -963538.812500 Penalty: 4420.920898
	Iteration 54Q: 3 clusters Score -963538.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -963580.937500 Penalty: 4420.920898
	Iteration 55Q: 3 clusters Score -963580.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -963618.562500 Penalty: 4420.920898
	Iteration 56Q: 3 clusters Score -963618.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -963657.062500 Penalty: 4420.920898
	Iteration 57Q: 3 clusters Score -963657.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -963681.625000 Penalty: 4420.920898
	Iteration 58Q: 3 clusters Score -963681.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -963701.375000 Penalty: 4420.920898
	Iteration 59Q: 3 clusters Score -963701.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -963714.437500 Penalty: 4420.920898
	Iteration 60F: 3 clusters Score -963714.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -963725.125000 Penalty: 4420.920898
	Iteration 61Q: 3 clusters Score -963725.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -963736.500000 Penalty: 4420.920898
	Iteration 62Q: 3 clusters Score -963736.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -963741.750000 Penalty: 4420.920898
	Iteration 63Q: 3 clusters Score -963741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -963747.375000 Penalty: 4420.920898
	Iteration 64Q: 3 clusters Score -963747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -963751.187500 Penalty: 4420.920898
	Iteration 65Q: 3 clusters Score -963751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -963754.250000 Penalty: 4420.920898
	Iteration 66Q: 3 clusters Score -963754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -963756.812500 Penalty: 4420.920898
	Iteration 67Q: 3 clusters Score -963756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -963757.875000 Penalty: 4420.920898
	Iteration 68Q: 3 clusters Score -963757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -963757.875000 Penalty: 4420.920898
	Iteration 69Q: 3 clusters Score -963757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -963756.375000 Penalty: 4420.920898
	Iteration 70Q: 3 clusters Score -963756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -963757.187500 Penalty: 4420.920898
	Iteration 71Q: 3 clusters Score -963757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -963758.562500 Penalty: 4420.920898
	Iteration 72Q: 3 clusters Score -963758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -963758.750000 Penalty: 4420.920898
	Iteration 73Q: 3 clusters Score -963758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -963758.750000 Penalty: 4420.920898
	Iteration 74F: 3 clusters Score -963758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -1112811.875000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1112812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1105856.875000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1105857 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1107887.500000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1107888 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1108239.375000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1108239 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1108487.000000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1108487 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1108680.000000 Penalty: 4502.210938
	Iteration 4Q: 3 clusters Score -1108680 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1108855.500000 Penalty: 4502.210938
	Iteration 5Q: 3 clusters Score -1108856 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1109040.750000 Penalty: 4502.210938
	Iteration 6Q: 3 clusters Score -1109041 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1109207.500000 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -1109208 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1109369.375000 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -1109369 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1109524.250000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1109524 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1109663.000000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1109663 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1109779.625000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1109780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1109869.250000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1109869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1109953.500000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1109954 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1110039.000000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1110039 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1110120.625000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1110121 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1110188.125000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1110188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1110266.625000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1110267 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1110331.125000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1110331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1110370.625000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1110371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1110402.250000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1110402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1110425.875000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1110426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1110448.250000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1110448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1110466.250000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1110466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1110484.750000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1110485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1110498.750000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1110499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1110516.250000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1110516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1110526.500000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1110526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1110544.000000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1110544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1110558.500000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1110558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1110569.625000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1110570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1110584.375000 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1110584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1110591.375000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1110591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1110598.125000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1110598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1110601.000000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1110601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1110604.750000 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1110605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1110609.750000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1110610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1110616.625000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1110617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1110622.000000 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1110622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1110624.750000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1110625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1110627.500000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1110628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1110630.750000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -1110631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1110638.000000 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -1110638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1110648.625000 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -1110649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1110656.500000 Penalty: 4502.210938
	Iteration 44Q: 3 clusters Score -1110656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1110663.000000 Penalty: 4502.210938
	Iteration 45Q: 3 clusters Score -1110663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1110671.250000 Penalty: 4502.210938
	Iteration 46Q: 3 clusters Score -1110671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1110682.625000 Penalty: 4502.210938
	Iteration 47Q: 3 clusters Score -1110683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1110697.375000 Penalty: 4502.210938
	Iteration 48Q: 3 clusters Score -1110697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1110704.375000 Penalty: 4502.210938
	Iteration 49Q: 3 clusters Score -1110704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1110711.750000 Penalty: 4502.210938
	Iteration 50Q: 3 clusters Score -1110712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1110716.625000 Penalty: 4502.210938
	Iteration 51Q: 3 clusters Score -1110717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1110721.625000 Penalty: 4502.210938
	Iteration 52Q: 3 clusters Score -1110722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1110727.000000 Penalty: 4502.210938
	Iteration 53Q: 3 clusters Score -1110727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1110737.375000 Penalty: 4502.210938
	Iteration 54Q: 3 clusters Score -1110737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1110743.750000 Penalty: 4502.210938
	Iteration 55Q: 3 clusters Score -1110744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1110755.250000 Penalty: 4502.210938
	Iteration 56Q: 3 clusters Score -1110755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1110762.625000 Penalty: 4502.210938
	Iteration 57Q: 3 clusters Score -1110763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1110772.875000 Penalty: 4502.210938
	Iteration 58Q: 3 clusters Score -1110773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1110779.625000 Penalty: 4502.210938
	Iteration 59Q: 3 clusters Score -1110780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1110784.250000 Penalty: 4502.210938
	Iteration 60F: 3 clusters Score -1110784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1110788.000000 Penalty: 4502.210938
	Iteration 61Q: 3 clusters Score -1110788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1110791.125000 Penalty: 4502.210938
	Iteration 62Q: 3 clusters Score -1110791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1110796.500000 Penalty: 4502.210938
	Iteration 63Q: 3 clusters Score -1110796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1110801.250000 Penalty: 4502.210938
	Iteration 64Q: 3 clusters Score -1110801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1110801.250000 Penalty: 4502.210938
	Iteration 65Q: 3 clusters Score -1110801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1110805.375000 Penalty: 4502.210938
	Iteration 66Q: 3 clusters Score -1110805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1110808.250000 Penalty: 4502.210938
	Iteration 67Q: 3 clusters Score -1110808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1110807.500000 Penalty: 4502.210938
	Iteration 68Q: 3 clusters Score -1110808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1110809.750000 Penalty: 4502.210938
	Iteration 69Q: 3 clusters Score -1110810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1110812.250000 Penalty: 4502.210938
	Iteration 70Q: 3 clusters Score -1110812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1110814.375000 Penalty: 4502.210938
	Iteration 71Q: 3 clusters Score -1110814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1110815.125000 Penalty: 4502.210938
	Iteration 72Q: 3 clusters Score -1110815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1110816.625000 Penalty: 4502.210938
	Iteration 73Q: 3 clusters Score -1110817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1110820.375000 Penalty: 4502.210938
	Iteration 74Q: 3 clusters Score -1110820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1110821.250000 Penalty: 4502.210938
	Iteration 75Q: 3 clusters Score -1110821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1110820.000000 Penalty: 4502.210938
	Iteration 76Q: 3 clusters Score -1110820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1110823.250000 Penalty: 4502.210938
	Iteration 77Q: 3 clusters Score -1110823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1110823.500000 Penalty: 4502.210938
	Iteration 78Q: 3 clusters Score -1110824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1110823.500000 Penalty: 4502.210938
	Iteration 79Q: 3 clusters Score -1110824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1110822.625000 Penalty: 4502.210938
	Iteration 80F: 3 clusters Score -1110823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1110823.125000 Penalty: 4502.210938
	Iteration 81Q: 3 clusters Score -1110823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1110823.375000 Penalty: 4502.210938
	Iteration 82Q: 3 clusters Score -1110823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1110822.500000 Penalty: 4502.210938
	Iteration 83Q: 3 clusters Score -1110822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1110824.125000 Penalty: 4502.210938
	Iteration 84Q: 3 clusters Score -1110824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1110827.625000 Penalty: 4502.210938
	Iteration 85Q: 3 clusters Score -1110828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1110825.875000 Penalty: 4502.210938
	Iteration 86Q: 3 clusters Score -1110826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1110826.500000 Penalty: 4502.210938
	Iteration 87Q: 3 clusters Score -1110826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1110828.500000 Penalty: 4502.210938
	Iteration 88Q: 3 clusters Score -1110828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1110828.000000 Penalty: 4502.210938
	Iteration 89Q: 3 clusters Score -1110828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1110829.750000 Penalty: 4502.210938
	Iteration 90Q: 3 clusters Score -1110830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1110828.500000 Penalty: 4502.210938
	Iteration 91Q: 3 clusters Score -1110828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1110829.500000 Penalty: 4502.210938
	Iteration 92Q: 3 clusters Score -1110830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1110829.875000 Penalty: 4502.210938
	Iteration 93Q: 3 clusters Score -1110830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1110829.875000 Penalty: 4502.210938
	Iteration 94F: 3 clusters Score -1110830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Entering Unmasked Estep 
Score: -23277352.000000 Penalty: 2989.244385
	Iteration 0F: 2 clusters Score -2.327735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -23166308.000000 Penalty: 5978.488770
	Iteration 0F: 3 clusters Score -2.316631e+07 nChanged 82378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -23213848.000000 Penalty: 5978.488770
	Iteration 1F: 3 clusters Score -2.321385e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -23214930.000000 Penalty: 5978.488770
	Iteration 2Q: 3 clusters Score -2.321493e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -23216634.000000 Penalty: 5978.488770
	Iteration 3Q: 3 clusters Score -2.321663e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -23219212.000000 Penalty: 5978.488770
	Iteration 4Q: 3 clusters Score -2.321921e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -23223650.000000 Penalty: 5978.488770
	Iteration 5Q: 3 clusters Score -2.322365e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -23230766.000000 Penalty: 5978.488770
	Iteration 6F: 3 clusters Score -2.323077e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -23239914.000000 Penalty: 5978.488770
	Iteration 7F: 3 clusters Score -2.323991e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133011 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -23249048.000000 Penalty: 5978.488770
	Iteration 8F: 3 clusters Score -2.324905e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138771 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -23255588.000000 Penalty: 5978.488770
	Iteration 9F: 3 clusters Score -2.325559e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142524 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -23258958.000000 Penalty: 5978.488770
	Iteration 10Q: 3 clusters Score -2.325896e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145569 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -23260934.000000 Penalty: 5978.488770
	Iteration 11Q: 3 clusters Score -2.326093e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -23262494.000000 Penalty: 5978.488770
	Iteration 12Q: 3 clusters Score -2.326249e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -23264118.000000 Penalty: 5978.488770
	Iteration 13Q: 3 clusters Score -2.326412e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -23265624.000000 Penalty: 5978.488770
	Iteration 14Q: 3 clusters Score -2.326562e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -23267024.000000 Penalty: 5978.488770
	Iteration 15Q: 3 clusters Score -2.326702e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158147 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -23268450.000000 Penalty: 5978.488770
	Iteration 16Q: 3 clusters Score -2.326845e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -23269696.000000 Penalty: 5978.488770
	Iteration 17Q: 3 clusters Score -2.32697e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162141 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -23270828.000000 Penalty: 5978.488770
	Iteration 18Q: 3 clusters Score -2.327083e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -23271750.000000 Penalty: 5978.488770
	Iteration 19Q: 3 clusters Score -2.327175e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -23272450.000000 Penalty: 5978.488770
	Iteration 20F: 3 clusters Score -2.327245e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166372 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -23273200.000000 Penalty: 5978.488770
	Iteration 21Q: 3 clusters Score -2.32732e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -23273672.000000 Penalty: 5978.488770
	Iteration 22Q: 3 clusters Score -2.327367e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -23274168.000000 Penalty: 5978.488770
	Iteration 23Q: 3 clusters Score -2.327417e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -23274424.000000 Penalty: 5978.488770
	Iteration 24Q: 3 clusters Score -2.327442e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -23274628.000000 Penalty: 5978.488770
	Iteration 25Q: 3 clusters Score -2.327463e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169421 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -23274792.000000 Penalty: 5978.488770
	Iteration 26Q: 3 clusters Score -2.327479e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23274898.000000 Penalty: 5978.488770
	Iteration 27Q: 3 clusters Score -2.32749e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169812 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -23274974.000000 Penalty: 5978.488770
	Iteration 28Q: 3 clusters Score -2.327497e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169921 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -23274988.000000 Penalty: 5978.488770
	Iteration 29Q: 3 clusters Score -2.327499e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -23275012.000000 Penalty: 5978.488770
	Iteration 30Q: 3 clusters Score -2.327501e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23274980.000000 Penalty: 5978.488770
	Iteration 31Q: 3 clusters Score -2.327498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -23275028.000000 Penalty: 5978.488770
	Iteration 32Q: 3 clusters Score -2.327503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23275078.000000 Penalty: 5978.488770
	Iteration 33Q: 3 clusters Score -2.327508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23275090.000000 Penalty: 5978.488770
	Iteration 34Q: 3 clusters Score -2.327509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23275074.000000 Penalty: 5978.488770
	Iteration 35Q: 3 clusters Score -2.327507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -23275094.000000 Penalty: 5978.488770
	Iteration 36Q: 3 clusters Score -2.327509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -23275112.000000 Penalty: 5978.488770
	Iteration 37Q: 3 clusters Score -2.327511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23275104.000000 Penalty: 5978.488770
	Iteration 38Q: 3 clusters Score -2.32751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170365 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -23275098.000000 Penalty: 5978.488770
	Iteration 39Q: 3 clusters Score -2.32751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -23275124.000000 Penalty: 5978.488770
	Iteration 40F: 3 clusters Score -2.327512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170398 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23275122.000000 Penalty: 5978.488770
	Iteration 41Q: 3 clusters Score -2.327512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23275156.000000 Penalty: 5978.488770
	Iteration 42Q: 3 clusters Score -2.327516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -23275166.000000 Penalty: 5978.488770
	Iteration 43Q: 3 clusters Score -2.327517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -23275172.000000 Penalty: 5978.488770
	Iteration 44Q: 3 clusters Score -2.327517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23275190.000000 Penalty: 5978.488770
	Iteration 45Q: 3 clusters Score -2.327519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -23275210.000000 Penalty: 5978.488770
	Iteration 46Q: 3 clusters Score -2.327521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23275204.000000 Penalty: 5978.488770
	Iteration 47Q: 3 clusters Score -2.32752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -23275224.000000 Penalty: 5978.488770
	Iteration 48Q: 3 clusters Score -2.327522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23275210.000000 Penalty: 5978.488770
	Iteration 49Q: 3 clusters Score -2.327521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -23275228.000000 Penalty: 5978.488770
	Iteration 50Q: 3 clusters Score -2.327523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23275230.000000 Penalty: 5978.488770
	Iteration 51Q: 3 clusters Score -2.327523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170504 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -23275244.000000 Penalty: 5978.488770
	Iteration 52Q: 3 clusters Score -2.327524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23275248.000000 Penalty: 5978.488770
	Iteration 53Q: 3 clusters Score -2.327525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23275248.000000 Penalty: 5978.488770
	Iteration 54Q: 3 clusters Score -2.327525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23275248.000000 Penalty: 5978.488770
	Iteration 55Q: 3 clusters Score -2.327525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23275228.000000 Penalty: 5978.488770
	Iteration 56Q: 3 clusters Score -2.327523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170510 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23275232.000000 Penalty: 5978.488770
	Iteration 57Q: 3 clusters Score -2.327523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23275232.000000 Penalty: 5978.488770
	Iteration 58Q: 3 clusters Score -2.327523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170516 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23275242.000000 Penalty: 5978.488770
	Iteration 59Q: 3 clusters Score -2.327524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170516 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23275252.000000 Penalty: 5978.488770
	Iteration 60F: 3 clusters Score -2.327525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -23275248.000000 Penalty: 5978.488770
	Iteration 61Q: 3 clusters Score -2.327525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -23275248.000000 Penalty: 5978.488770
	Iteration 62F: 3 clusters Score -2.327525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Entering Unmasked Estep 
Score: -3309164.000000 Penalty: 2502.517578
	Iteration 0F: 2 clusters Score -3309164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3292267.250000 Penalty: 5005.035156
	Iteration 0F: 3 clusters Score -3292267 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3298091.500000 Penalty: 5005.035156
	Iteration 1F: 3 clusters Score -3298092 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3298564.000000 Penalty: 5005.035156
	Iteration 2F: 3 clusters Score -3298564 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3298961.750000 Penalty: 5005.035156
	Iteration 3Q: 3 clusters Score -3298962 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3299399.000000 Penalty: 5005.035156
	Iteration 4Q: 3 clusters Score -3299399 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3299922.500000 Penalty: 5005.035156
	Iteration 5Q: 3 clusters Score -3299922 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3300582.000000 Penalty: 5005.035156
	Iteration 6F: 3 clusters Score -3300582 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3301442.750000 Penalty: 5005.035156
	Iteration 7F: 3 clusters Score -3301443 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3302437.500000 Penalty: 5005.035156
	Iteration 8F: 3 clusters Score -3302438 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3303600.750000 Penalty: 5005.035156
	Iteration 9F: 3 clusters Score -3303601 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3304602.250000 Penalty: 5005.035156
	Iteration 10F: 3 clusters Score -3304602 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3305186.000000 Penalty: 5005.035156
	Iteration 11Q: 3 clusters Score -3305186 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3305446.750000 Penalty: 5005.035156
	Iteration 12Q: 3 clusters Score -3305447 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3305566.500000 Penalty: 5005.035156
	Iteration 13Q: 3 clusters Score -3305566 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3305639.750000 Penalty: 5005.035156
	Iteration 14Q: 3 clusters Score -3305640 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3305707.500000 Penalty: 5005.035156
	Iteration 15Q: 3 clusters Score -3305708 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3305757.000000 Penalty: 5005.035156
	Iteration 16Q: 3 clusters Score -3305757 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3305796.750000 Penalty: 5005.035156
	Iteration 17Q: 3 clusters Score -3305797 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3305843.500000 Penalty: 5005.035156
	Iteration 18Q: 3 clusters Score -3305844 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3305905.500000 Penalty: 5005.035156
	Iteration 19Q: 3 clusters Score -3305906 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3305930.250000 Penalty: 5005.035156
	Iteration 20F: 3 clusters Score -3305930 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3305979.000000 Penalty: 5005.035156
	Iteration 21Q: 3 clusters Score -3305979 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3306036.750000 Penalty: 5005.035156
	Iteration 22Q: 3 clusters Score -3306037 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3306058.000000 Penalty: 5005.035156
	Iteration 23Q: 3 clusters Score -3306058 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3306115.250000 Penalty: 5005.035156
	Iteration 24Q: 3 clusters Score -3306115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3306158.500000 Penalty: 5005.035156
	Iteration 25Q: 3 clusters Score -3306158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3306200.750000 Penalty: 5005.035156
	Iteration 26Q: 3 clusters Score -3306201 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3306223.750000 Penalty: 5005.035156
	Iteration 27Q: 3 clusters Score -3306224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3306250.000000 Penalty: 5005.035156
	Iteration 28Q: 3 clusters Score -3306250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3306270.000000 Penalty: 5005.035156
	Iteration 29Q: 3 clusters Score -3306270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3306298.750000 Penalty: 5005.035156
	Iteration 30Q: 3 clusters Score -3306299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3306327.750000 Penalty: 5005.035156
	Iteration 31Q: 3 clusters Score -3306328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3306344.000000 Penalty: 5005.035156
	Iteration 32Q: 3 clusters Score -3306344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3306367.750000 Penalty: 5005.035156
	Iteration 33Q: 3 clusters Score -3306368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3306390.000000 Penalty: 5005.035156
	Iteration 34Q: 3 clusters Score -3306390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3306412.000000 Penalty: 5005.035156
	Iteration 35Q: 3 clusters Score -3306412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3306433.000000 Penalty: 5005.035156
	Iteration 36Q: 3 clusters Score -3306433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3306455.750000 Penalty: 5005.035156
	Iteration 37Q: 3 clusters Score -3306456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3306468.250000 Penalty: 5005.035156
	Iteration 38Q: 3 clusters Score -3306468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3306477.250000 Penalty: 5005.035156
	Iteration 39Q: 3 clusters Score -3306477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3306492.000000 Penalty: 5005.035156
	Iteration 40F: 3 clusters Score -3306492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3306514.250000 Penalty: 5005.035156
	Iteration 41Q: 3 clusters Score -3306514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3306522.250000 Penalty: 5005.035156
	Iteration 42Q: 3 clusters Score -3306522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3306529.750000 Penalty: 5005.035156
	Iteration 43Q: 3 clusters Score -3306530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3306538.250000 Penalty: 5005.035156
	Iteration 44Q: 3 clusters Score -3306538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3306556.500000 Penalty: 5005.035156
	Iteration 45Q: 3 clusters Score -3306556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3306569.000000 Penalty: 5005.035156
	Iteration 46Q: 3 clusters Score -3306569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3306578.750000 Penalty: 5005.035156
	Iteration 47Q: 3 clusters Score -3306579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3306590.250000 Penalty: 5005.035156
	Iteration 48Q: 3 clusters Score -3306590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3306597.750000 Penalty: 5005.035156
	Iteration 49Q: 3 clusters Score -3306598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3306604.000000 Penalty: 5005.035156
	Iteration 50Q: 3 clusters Score -3306604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3306620.500000 Penalty: 5005.035156
	Iteration 51Q: 3 clusters Score -3306620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3306636.000000 Penalty: 5005.035156
	Iteration 52Q: 3 clusters Score -3306636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3306643.750000 Penalty: 5005.035156
	Iteration 53Q: 3 clusters Score -3306644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3306658.250000 Penalty: 5005.035156
	Iteration 54Q: 3 clusters Score -3306658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3306663.250000 Penalty: 5005.035156
	Iteration 55Q: 3 clusters Score -3306663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3306660.500000 Penalty: 5005.035156
	Iteration 56Q: 3 clusters Score -3306660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3306683.000000 Penalty: 5005.035156
	Iteration 57Q: 3 clusters Score -3306683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3306695.250000 Penalty: 5005.035156
	Iteration 58Q: 3 clusters Score -3306695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3306706.250000 Penalty: 5005.035156
	Iteration 59Q: 3 clusters Score -3306706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3306711.000000 Penalty: 5005.035156
	Iteration 60F: 3 clusters Score -3306711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3306718.000000 Penalty: 5005.035156
	Iteration 61Q: 3 clusters Score -3306718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3306745.500000 Penalty: 5005.035156
	Iteration 62Q: 3 clusters Score -3306746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3306752.750000 Penalty: 5005.035156
	Iteration 63Q: 3 clusters Score -3306753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3306761.250000 Penalty: 5005.035156
	Iteration 64Q: 3 clusters Score -3306761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3306763.500000 Penalty: 5005.035156
	Iteration 65Q: 3 clusters Score -3306764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3306780.750000 Penalty: 5005.035156
	Iteration 66Q: 3 clusters Score -3306781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3306793.500000 Penalty: 5005.035156
	Iteration 67Q: 3 clusters Score -3306794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3306798.250000 Penalty: 5005.035156
	Iteration 68Q: 3 clusters Score -3306798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3306805.000000 Penalty: 5005.035156
	Iteration 69Q: 3 clusters Score -3306805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3306826.250000 Penalty: 5005.035156
	Iteration 70Q: 3 clusters Score -3306826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3306827.000000 Penalty: 5005.035156
	Iteration 71Q: 3 clusters Score -3306827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3306829.000000 Penalty: 5005.035156
	Iteration 72Q: 3 clusters Score -3306829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3306831.250000 Penalty: 5005.035156
	Iteration 73Q: 3 clusters Score -3306831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3306831.000000 Penalty: 5005.035156
	Iteration 74Q: 3 clusters Score -3306831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3306832.500000 Penalty: 5005.035156
	Iteration 75Q: 3 clusters Score -3306832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3306836.000000 Penalty: 5005.035156
	Iteration 76Q: 3 clusters Score -3306836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3306843.000000 Penalty: 5005.035156
	Iteration 77Q: 3 clusters Score -3306843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3306852.500000 Penalty: 5005.035156
	Iteration 78Q: 3 clusters Score -3306852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3306855.250000 Penalty: 5005.035156
	Iteration 79Q: 3 clusters Score -3306855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3306858.250000 Penalty: 5005.035156
	Iteration 80F: 3 clusters Score -3306858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3306864.000000 Penalty: 5005.035156
	Iteration 81Q: 3 clusters Score -3306864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3306865.250000 Penalty: 5005.035156
	Iteration 82Q: 3 clusters Score -3306865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3306866.250000 Penalty: 5005.035156
	Iteration 83Q: 3 clusters Score -3306866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3306868.250000 Penalty: 5005.035156
	Iteration 84Q: 3 clusters Score -3306868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3306875.750000 Penalty: 5005.035156
	Iteration 85Q: 3 clusters Score -3306876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3306880.750000 Penalty: 5005.035156
	Iteration 86Q: 3 clusters Score -3306881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3306886.750000 Penalty: 5005.035156
	Iteration 87Q: 3 clusters Score -3306887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3306888.000000 Penalty: 5005.035156
	Iteration 88Q: 3 clusters Score -3306888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3306885.500000 Penalty: 5005.035156
	Iteration 89Q: 3 clusters Score -3306886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3306888.750000 Penalty: 5005.035156
	Iteration 90Q: 3 clusters Score -3306889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3306891.500000 Penalty: 5005.035156
	Iteration 91Q: 3 clusters Score -3306892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3306893.000000 Penalty: 5005.035156
	Iteration 92Q: 3 clusters Score -3306893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3306889.500000 Penalty: 5005.035156
	Iteration 93Q: 3 clusters Score -3306890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3306891.250000 Penalty: 5005.035156
	Iteration 94Q: 3 clusters Score -3306891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3306896.250000 Penalty: 5005.035156
	Iteration 95Q: 3 clusters Score -3306896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3306896.000000 Penalty: 5005.035156
	Iteration 96Q: 3 clusters Score -3306896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3306895.250000 Penalty: 5005.035156
	Iteration 97Q: 3 clusters Score -3306895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3306895.250000 Penalty: 5005.035156
	Iteration 98Q: 3 clusters Score -3306895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3306896.000000 Penalty: 5005.035156
	Iteration 99Q: 3 clusters Score -3306896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3306896.250000 Penalty: 5005.035156
	Iteration 100F: 3 clusters Score -3306896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3306895.500000 Penalty: 5005.035156
	Iteration 101Q: 3 clusters Score -3306896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3306898.250000 Penalty: 5005.035156
	Iteration 102Q: 3 clusters Score -3306898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3306897.000000 Penalty: 5005.035156
	Iteration 103Q: 3 clusters Score -3306897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3306898.750000 Penalty: 5005.035156
	Iteration 104Q: 3 clusters Score -3306899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3306898.750000 Penalty: 5005.035156
	Iteration 105F: 3 clusters Score -3306899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150100 members 
Entering Unmasked Estep 
Score: -20283088.000000 Penalty: 2955.926025
	Iteration 0F: 2 clusters Score -2.028309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -20185386.000000 Penalty: 5911.852051
	Iteration 0F: 3 clusters Score -2.018539e+07 nChanged 71828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -20228494.000000 Penalty: 5911.852051
	Iteration 1F: 3 clusters Score -2.022849e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -20231974.000000 Penalty: 5911.852051
	Iteration 2Q: 3 clusters Score -2.023197e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -20237478.000000 Penalty: 5911.852051
	Iteration 3F: 3 clusters Score -2.023748e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -20245458.000000 Penalty: 5911.852051
	Iteration 4F: 3 clusters Score -2.024546e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -20255568.000000 Penalty: 5911.852051
	Iteration 5F: 3 clusters Score -2.025557e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -20265786.000000 Penalty: 5911.852051
	Iteration 6F: 3 clusters Score -2.026579e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -20271890.000000 Penalty: 5911.852051
	Iteration 7F: 3 clusters Score -2.027189e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -20274068.000000 Penalty: 5911.852051
	Iteration 8Q: 3 clusters Score -2.027407e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -20275080.000000 Penalty: 5911.852051
	Iteration 9Q: 3 clusters Score -2.027508e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -20275506.000000 Penalty: 5911.852051
	Iteration 10Q: 3 clusters Score -2.027551e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -20276090.000000 Penalty: 5911.852051
	Iteration 11Q: 3 clusters Score -2.027609e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -20276622.000000 Penalty: 5911.852051
	Iteration 12Q: 3 clusters Score -2.027662e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116245 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -20276996.000000 Penalty: 5911.852051
	Iteration 13Q: 3 clusters Score -2.0277e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -20277346.000000 Penalty: 5911.852051
	Iteration 14Q: 3 clusters Score -2.027735e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -20277672.000000 Penalty: 5911.852051
	Iteration 15Q: 3 clusters Score -2.027767e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126232 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -20278128.000000 Penalty: 5911.852051
	Iteration 16Q: 3 clusters Score -2.027813e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -20278758.000000 Penalty: 5911.852051
	Iteration 17Q: 3 clusters Score -2.027876e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -20279156.000000 Penalty: 5911.852051
	Iteration 18Q: 3 clusters Score -2.027916e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -20279610.000000 Penalty: 5911.852051
	Iteration 19Q: 3 clusters Score -2.027961e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136462 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -20279810.000000 Penalty: 5911.852051
	Iteration 20F: 3 clusters Score -2.027981e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138238 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -20280296.000000 Penalty: 5911.852051
	Iteration 21Q: 3 clusters Score -2.02803e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -20280670.000000 Penalty: 5911.852051
	Iteration 22Q: 3 clusters Score -2.028067e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -20280818.000000 Penalty: 5911.852051
	Iteration 23Q: 3 clusters Score -2.028082e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142056 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -20281002.000000 Penalty: 5911.852051
	Iteration 24Q: 3 clusters Score -2.0281e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142961 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -20281186.000000 Penalty: 5911.852051
	Iteration 25Q: 3 clusters Score -2.028119e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -20281308.000000 Penalty: 5911.852051
	Iteration 26Q: 3 clusters Score -2.028131e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -20281426.000000 Penalty: 5911.852051
	Iteration 27Q: 3 clusters Score -2.028143e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -20281470.000000 Penalty: 5911.852051
	Iteration 28Q: 3 clusters Score -2.028147e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -20281528.000000 Penalty: 5911.852051
	Iteration 29Q: 3 clusters Score -2.028153e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -20281580.000000 Penalty: 5911.852051
	Iteration 30Q: 3 clusters Score -2.028158e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145879 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -20281546.000000 Penalty: 5911.852051
	Iteration 31Q: 3 clusters Score -2.028155e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -20281554.000000 Penalty: 5911.852051
	Iteration 32Q: 3 clusters Score -2.028155e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146432 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -20281528.000000 Penalty: 5911.852051
	Iteration 33Q: 3 clusters Score -2.028153e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -20281482.000000 Penalty: 5911.852051
	Iteration 34Q: 3 clusters Score -2.028148e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146888 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20281566.000000 Penalty: 5911.852051
	Iteration 35Q: 3 clusters Score -2.028157e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147071 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -20281590.000000 Penalty: 5911.852051
	Iteration 36Q: 3 clusters Score -2.028159e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -20281616.000000 Penalty: 5911.852051
	Iteration 37Q: 3 clusters Score -2.028162e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147390 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -20281572.000000 Penalty: 5911.852051
	Iteration 38Q: 3 clusters Score -2.028157e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20281558.000000 Penalty: 5911.852051
	Iteration 39Q: 3 clusters Score -2.028156e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20281578.000000 Penalty: 5911.852051
	Iteration 40F: 3 clusters Score -2.028158e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -20281568.000000 Penalty: 5911.852051
	Iteration 41Q: 3 clusters Score -2.028157e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -20281552.000000 Penalty: 5911.852051
	Iteration 42Q: 3 clusters Score -2.028155e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147882 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20281552.000000 Penalty: 5911.852051
	Iteration 43Q: 3 clusters Score -2.028155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20281548.000000 Penalty: 5911.852051
	Iteration 44Q: 3 clusters Score -2.028155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147936 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20281548.000000 Penalty: 5911.852051
	Iteration 45Q: 3 clusters Score -2.028155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20281524.000000 Penalty: 5911.852051
	Iteration 46Q: 3 clusters Score -2.028152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20281512.000000 Penalty: 5911.852051
	Iteration 47Q: 3 clusters Score -2.028151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20281512.000000 Penalty: 5911.852051
	Iteration 48Q: 3 clusters Score -2.028151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148031 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -20281522.000000 Penalty: 5911.852051
	Iteration 49Q: 3 clusters Score -2.028152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -20281530.000000 Penalty: 5911.852051
	Iteration 50Q: 3 clusters Score -2.028153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20281488.000000 Penalty: 5911.852051
	Iteration 51Q: 3 clusters Score -2.028149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148086 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20281494.000000 Penalty: 5911.852051
	Iteration 52Q: 3 clusters Score -2.028149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20281504.000000 Penalty: 5911.852051
	Iteration 53Q: 3 clusters Score -2.02815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -20281502.000000 Penalty: 5911.852051
	Iteration 54Q: 3 clusters Score -2.02815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148125 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -20281520.000000 Penalty: 5911.852051
	Iteration 55Q: 3 clusters Score -2.028152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20281496.000000 Penalty: 5911.852051
	Iteration 56Q: 3 clusters Score -2.02815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20281488.000000 Penalty: 5911.852051
	Iteration 57Q: 3 clusters Score -2.028149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20281478.000000 Penalty: 5911.852051
	Iteration 58Q: 3 clusters Score -2.028148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -20281468.000000 Penalty: 5911.852051
	Iteration 59Q: 3 clusters Score -2.028147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148195 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -20281468.000000 Penalty: 5911.852051
	Iteration 60F: 3 clusters Score -2.028147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148200 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -20281466.000000 Penalty: 5911.852051
	Iteration 61Q: 3 clusters Score -2.028147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20281482.000000 Penalty: 5911.852051
	Iteration 62Q: 3 clusters Score -2.028148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20281478.000000 Penalty: 5911.852051
	Iteration 63Q: 3 clusters Score -2.028148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20281472.000000 Penalty: 5911.852051
	Iteration 64Q: 3 clusters Score -2.028147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -20281476.000000 Penalty: 5911.852051
	Iteration 65Q: 3 clusters Score -2.028148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -20281476.000000 Penalty: 5911.852051
	Iteration 66Q: 3 clusters Score -2.028148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -20281476.000000 Penalty: 5911.852051
	Iteration 67Q: 3 clusters Score -2.028148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20281468.000000 Penalty: 5911.852051
	Iteration 68Q: 3 clusters Score -2.028147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20281466.000000 Penalty: 5911.852051
	Iteration 69Q: 3 clusters Score -2.028147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -20281460.000000 Penalty: 5911.852051
	Iteration 70Q: 3 clusters Score -2.028146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -20281442.000000 Penalty: 5911.852051
	Iteration 71Q: 3 clusters Score -2.028144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -20281450.000000 Penalty: 5911.852051
	Iteration 72Q: 3 clusters Score -2.028145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -20281450.000000 Penalty: 5911.852051
	Iteration 73Q: 3 clusters Score -2.028145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20281448.000000 Penalty: 5911.852051
	Iteration 74Q: 3 clusters Score -2.028145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20281440.000000 Penalty: 5911.852051
	Iteration 75Q: 3 clusters Score -2.028144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20281450.000000 Penalty: 5911.852051
	Iteration 76Q: 3 clusters Score -2.028145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148267 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20281448.000000 Penalty: 5911.852051
	Iteration 77Q: 3 clusters Score -2.028145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -20281430.000000 Penalty: 5911.852051
	Iteration 78Q: 3 clusters Score -2.028143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20281436.000000 Penalty: 5911.852051
	Iteration 79Q: 3 clusters Score -2.028144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148274 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20281436.000000 Penalty: 5911.852051
	Iteration 80F: 3 clusters Score -2.028144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -20281432.000000 Penalty: 5911.852051
	Iteration 81Q: 3 clusters Score -2.028143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20281432.000000 Penalty: 5911.852051
	Iteration 82Q: 3 clusters Score -2.028143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -20281446.000000 Penalty: 5911.852051
	Iteration 83Q: 3 clusters Score -2.028145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -20281440.000000 Penalty: 5911.852051
	Iteration 84Q: 3 clusters Score -2.028144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148281 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -20281456.000000 Penalty: 5911.852051
	Iteration 85Q: 3 clusters Score -2.028146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148284 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20281444.000000 Penalty: 5911.852051
	Iteration 86Q: 3 clusters Score -2.028144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148289 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20281458.000000 Penalty: 5911.852051
	Iteration 87Q: 3 clusters Score -2.028146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20281462.000000 Penalty: 5911.852051
	Iteration 88Q: 3 clusters Score -2.028146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148293 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20281462.000000 Penalty: 5911.852051
	Iteration 89Q: 3 clusters Score -2.028146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148293 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20281462.000000 Penalty: 5911.852051
	Iteration 90F: 3 clusters Score -2.028146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (133391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Entering Unmasked Estep 
Score: -18062324.000000 Penalty: 2926.657959
	Iteration 0F: 2 clusters Score -1.806232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -17974182.000000 Penalty: 5853.315918
	Iteration 0F: 3 clusters Score -1.797418e+07 nChanged 63532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -18011760.000000 Penalty: 5853.315918
	Iteration 1F: 3 clusters Score -1.801176e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -18013522.000000 Penalty: 5853.315918
	Iteration 2Q: 3 clusters Score -1.801352e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -18015706.000000 Penalty: 5853.315918
	Iteration 3Q: 3 clusters Score -1.801571e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -18018840.000000 Penalty: 5853.315918
	Iteration 4Q: 3 clusters Score -1.801884e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -18022658.000000 Penalty: 5853.315918
	Iteration 5F: 3 clusters Score -1.802266e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -18026988.000000 Penalty: 5853.315918
	Iteration 6F: 3 clusters Score -1.802699e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -18031432.000000 Penalty: 5853.315918
	Iteration 7F: 3 clusters Score -1.803143e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -18035360.000000 Penalty: 5853.315918
	Iteration 8F: 3 clusters Score -1.803536e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -18038708.000000 Penalty: 5853.315918
	Iteration 9F: 3 clusters Score -1.803871e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -18041148.000000 Penalty: 5853.315918
	Iteration 10Q: 3 clusters Score -1.804115e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -18042498.000000 Penalty: 5853.315918
	Iteration 11Q: 3 clusters Score -1.80425e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -18043390.000000 Penalty: 5853.315918
	Iteration 12Q: 3 clusters Score -1.804339e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -18043784.000000 Penalty: 5853.315918
	Iteration 13Q: 3 clusters Score -1.804378e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -18044112.000000 Penalty: 5853.315918
	Iteration 14Q: 3 clusters Score -1.804411e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -18044322.000000 Penalty: 5853.315918
	Iteration 15Q: 3 clusters Score -1.804432e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -18044504.000000 Penalty: 5853.315918
	Iteration 16Q: 3 clusters Score -1.80445e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -18044910.000000 Penalty: 5853.315918
	Iteration 17Q: 3 clusters Score -1.804491e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -18045226.000000 Penalty: 5853.315918
	Iteration 18Q: 3 clusters Score -1.804523e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -18045772.000000 Penalty: 5853.315918
	Iteration 19Q: 3 clusters Score -1.804577e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -18046268.000000 Penalty: 5853.315918
	Iteration 20F: 3 clusters Score -1.804627e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -18046874.000000 Penalty: 5853.315918
	Iteration 21Q: 3 clusters Score -1.804687e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -18047500.000000 Penalty: 5853.315918
	Iteration 22Q: 3 clusters Score -1.80475e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -18048452.000000 Penalty: 5853.315918
	Iteration 23Q: 3 clusters Score -1.804845e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -18049324.000000 Penalty: 5853.315918
	Iteration 24Q: 3 clusters Score -1.804932e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -18050116.000000 Penalty: 5853.315918
	Iteration 25Q: 3 clusters Score -1.805012e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -18050982.000000 Penalty: 5853.315918
	Iteration 26Q: 3 clusters Score -1.805098e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -18051750.000000 Penalty: 5853.315918
	Iteration 27Q: 3 clusters Score -1.805175e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -18052174.000000 Penalty: 5853.315918
	Iteration 28Q: 3 clusters Score -1.805217e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -18052534.000000 Penalty: 5853.315918
	Iteration 29Q: 3 clusters Score -1.805253e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -18052732.000000 Penalty: 5853.315918
	Iteration 30Q: 3 clusters Score -1.805273e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -18052884.000000 Penalty: 5853.315918
	Iteration 31Q: 3 clusters Score -1.805288e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -18052916.000000 Penalty: 5853.315918
	Iteration 32Q: 3 clusters Score -1.805292e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -18052868.000000 Penalty: 5853.315918
	Iteration 33Q: 3 clusters Score -1.805287e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -18052940.000000 Penalty: 5853.315918
	Iteration 34Q: 3 clusters Score -1.805294e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -18052972.000000 Penalty: 5853.315918
	Iteration 35Q: 3 clusters Score -1.805297e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -18052952.000000 Penalty: 5853.315918
	Iteration 36Q: 3 clusters Score -1.805295e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -18052976.000000 Penalty: 5853.315918
	Iteration 37Q: 3 clusters Score -1.805298e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -18052974.000000 Penalty: 5853.315918
	Iteration 38Q: 3 clusters Score -1.805297e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -18052960.000000 Penalty: 5853.315918
	Iteration 39Q: 3 clusters Score -1.805296e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -18053034.000000 Penalty: 5853.315918
	Iteration 40F: 3 clusters Score -1.805303e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -18053090.000000 Penalty: 5853.315918
	Iteration 41Q: 3 clusters Score -1.805309e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -18053088.000000 Penalty: 5853.315918
	Iteration 42Q: 3 clusters Score -1.805309e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -18053134.000000 Penalty: 5853.315918
	Iteration 43Q: 3 clusters Score -1.805313e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -18053114.000000 Penalty: 5853.315918
	Iteration 44Q: 3 clusters Score -1.805311e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -18053124.000000 Penalty: 5853.315918
	Iteration 45Q: 3 clusters Score -1.805312e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -18053130.000000 Penalty: 5853.315918
	Iteration 46Q: 3 clusters Score -1.805313e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -18053116.000000 Penalty: 5853.315918
	Iteration 47Q: 3 clusters Score -1.805312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -18053120.000000 Penalty: 5853.315918
	Iteration 48Q: 3 clusters Score -1.805312e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -18053126.000000 Penalty: 5853.315918
	Iteration 49Q: 3 clusters Score -1.805313e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -18053138.000000 Penalty: 5853.315918
	Iteration 50Q: 3 clusters Score -1.805314e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -18053134.000000 Penalty: 5853.315918
	Iteration 51Q: 3 clusters Score -1.805313e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -18053128.000000 Penalty: 5853.315918
	Iteration 52Q: 3 clusters Score -1.805313e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -18053132.000000 Penalty: 5853.315918
	Iteration 53Q: 3 clusters Score -1.805313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -18053140.000000 Penalty: 5853.315918
	Iteration 54Q: 3 clusters Score -1.805314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -18053130.000000 Penalty: 5853.315918
	Iteration 55Q: 3 clusters Score -1.805313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -18053148.000000 Penalty: 5853.315918
	Iteration 56Q: 3 clusters Score -1.805315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -18053126.000000 Penalty: 5853.315918
	Iteration 57Q: 3 clusters Score -1.805313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -18053104.000000 Penalty: 5853.315918
	Iteration 58Q: 3 clusters Score -1.80531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -18053106.000000 Penalty: 5853.315918
	Iteration 59Q: 3 clusters Score -1.805311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -18053130.000000 Penalty: 5853.315918
	Iteration 60F: 3 clusters Score -1.805313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -18053116.000000 Penalty: 5853.315918
	Iteration 61Q: 3 clusters Score -1.805312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -18053100.000000 Penalty: 5853.315918
	Iteration 62Q: 3 clusters Score -1.80531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -18053108.000000 Penalty: 5853.315918
	Iteration 63Q: 3 clusters Score -1.805311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -18053092.000000 Penalty: 5853.315918
	Iteration 64Q: 3 clusters Score -1.805309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -18053090.000000 Penalty: 5853.315918
	Iteration 65Q: 3 clusters Score -1.805309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -18053094.000000 Penalty: 5853.315918
	Iteration 66Q: 3 clusters Score -1.805309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -18053092.000000 Penalty: 5853.315918
	Iteration 67Q: 3 clusters Score -1.805309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -18053088.000000 Penalty: 5853.315918
	Iteration 68Q: 3 clusters Score -1.805309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -18053088.000000 Penalty: 5853.315918
	Iteration 69Q: 3 clusters Score -1.805309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -18053096.000000 Penalty: 5853.315918
	Iteration 70Q: 3 clusters Score -1.80531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -18053096.000000 Penalty: 5853.315918
	Iteration 71Q: 3 clusters Score -1.80531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -18053084.000000 Penalty: 5853.315918
	Iteration 72Q: 3 clusters Score -1.805308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -18053080.000000 Penalty: 5853.315918
	Iteration 73Q: 3 clusters Score -1.805308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -18053098.000000 Penalty: 5853.315918
	Iteration 74Q: 3 clusters Score -1.80531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -18053100.000000 Penalty: 5853.315918
	Iteration 75Q: 3 clusters Score -1.80531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -18053098.000000 Penalty: 5853.315918
	Iteration 76Q: 3 clusters Score -1.80531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -18053098.000000 Penalty: 5853.315918
	Iteration 77Q: 3 clusters Score -1.80531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -18053098.000000 Penalty: 5853.315918
	Iteration 78F: 3 clusters Score -1.80531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -1569511.125000 Penalty: 2352.847900
	Iteration 0F: 2 clusters Score -1569511 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 6543 members 
Entering Unmasked Estep 
Score: -1559943.625000 Penalty: 4705.695801
	Iteration 0F: 3 clusters Score -1559944 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1563417.000000 Penalty: 4705.695801
	Iteration 1F: 3 clusters Score -1563417 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1564381.125000 Penalty: 4705.695801
	Iteration 2F: 3 clusters Score -1564381 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1565347.375000 Penalty: 4705.695801
	Iteration 3F: 3 clusters Score -1565347 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1566326.500000 Penalty: 4705.695801
	Iteration 4F: 3 clusters Score -1566326 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1567069.625000 Penalty: 4705.695801
	Iteration 5F: 3 clusters Score -1567070 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1567535.250000 Penalty: 4705.695801
	Iteration 6F: 3 clusters Score -1567535 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1567803.875000 Penalty: 4705.695801
	Iteration 7Q: 3 clusters Score -1567804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1567941.750000 Penalty: 4705.695801
	Iteration 8Q: 3 clusters Score -1567942 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1568021.500000 Penalty: 4705.695801
	Iteration 9Q: 3 clusters Score -1568022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1568068.500000 Penalty: 4705.695801
	Iteration 10Q: 3 clusters Score -1568068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1568095.875000 Penalty: 4705.695801
	Iteration 11Q: 3 clusters Score -1568096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1568115.000000 Penalty: 4705.695801
	Iteration 12Q: 3 clusters Score -1568115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1568126.000000 Penalty: 4705.695801
	Iteration 13Q: 3 clusters Score -1568126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1568134.500000 Penalty: 4705.695801
	Iteration 14Q: 3 clusters Score -1568134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1568144.750000 Penalty: 4705.695801
	Iteration 15Q: 3 clusters Score -1568145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1568160.500000 Penalty: 4705.695801
	Iteration 16Q: 3 clusters Score -1568160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1568166.500000 Penalty: 4705.695801
	Iteration 17Q: 3 clusters Score -1568166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1568173.250000 Penalty: 4705.695801
	Iteration 18Q: 3 clusters Score -1568173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1568177.625000 Penalty: 4705.695801
	Iteration 19Q: 3 clusters Score -1568178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1568183.500000 Penalty: 4705.695801
	Iteration 20F: 3 clusters Score -1568184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1568187.750000 Penalty: 4705.695801
	Iteration 21Q: 3 clusters Score -1568188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1568187.125000 Penalty: 4705.695801
	Iteration 22Q: 3 clusters Score -1568187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1568185.625000 Penalty: 4705.695801
	Iteration 23Q: 3 clusters Score -1568186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1568188.125000 Penalty: 4705.695801
	Iteration 24Q: 3 clusters Score -1568188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1568194.125000 Penalty: 4705.695801
	Iteration 25Q: 3 clusters Score -1568194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1568198.750000 Penalty: 4705.695801
	Iteration 26Q: 3 clusters Score -1568199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1568201.000000 Penalty: 4705.695801
	Iteration 27Q: 3 clusters Score -1568201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1568206.750000 Penalty: 4705.695801
	Iteration 28Q: 3 clusters Score -1568207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1568212.000000 Penalty: 4705.695801
	Iteration 29Q: 3 clusters Score -1568212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1568215.625000 Penalty: 4705.695801
	Iteration 30Q: 3 clusters Score -1568216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1568215.250000 Penalty: 4705.695801
	Iteration 31Q: 3 clusters Score -1568215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1568216.750000 Penalty: 4705.695801
	Iteration 32Q: 3 clusters Score -1568217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1568220.625000 Penalty: 4705.695801
	Iteration 33Q: 3 clusters Score -1568221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1568223.500000 Penalty: 4705.695801
	Iteration 34Q: 3 clusters Score -1568224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1568229.750000 Penalty: 4705.695801
	Iteration 35Q: 3 clusters Score -1568230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1568227.875000 Penalty: 4705.695801
	Iteration 36Q: 3 clusters Score -1568228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1568230.750000 Penalty: 4705.695801
	Iteration 37Q: 3 clusters Score -1568231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1568232.875000 Penalty: 4705.695801
	Iteration 38Q: 3 clusters Score -1568233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1568236.625000 Penalty: 4705.695801
	Iteration 39Q: 3 clusters Score -1568237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1568238.375000 Penalty: 4705.695801
	Iteration 40F: 3 clusters Score -1568238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1568236.750000 Penalty: 4705.695801
	Iteration 41Q: 3 clusters Score -1568237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1568236.750000 Penalty: 4705.695801
	Iteration 42F: 3 clusters Score -1568237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (178540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178540 members 
Entering Unmasked Estep 
Score: -24153846.000000 Penalty: 2998.957031
	Iteration 0F: 2 clusters Score -2.415385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -24037110.000000 Penalty: 5997.914062
	Iteration 0F: 3 clusters Score -2.403711e+07 nChanged 85664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -24087340.000000 Penalty: 5997.914062
	Iteration 1F: 3 clusters Score -2.408734e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -24088620.000000 Penalty: 5997.914062
	Iteration 2Q: 3 clusters Score -2.408862e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -24090404.000000 Penalty: 5997.914062
	Iteration 3Q: 3 clusters Score -2.40904e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -24092934.000000 Penalty: 5997.914062
	Iteration 4Q: 3 clusters Score -2.409293e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -24097096.000000 Penalty: 5997.914062
	Iteration 5Q: 3 clusters Score -2.40971e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -24102784.000000 Penalty: 5997.914062
	Iteration 6F: 3 clusters Score -2.410278e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -24109908.000000 Penalty: 5997.914062
	Iteration 7F: 3 clusters Score -2.410991e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -24117764.000000 Penalty: 5997.914062
	Iteration 8F: 3 clusters Score -2.411776e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135785 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -24125430.000000 Penalty: 5997.914062
	Iteration 9F: 3 clusters Score -2.412543e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -24131696.000000 Penalty: 5997.914062
	Iteration 10Q: 3 clusters Score -2.41317e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -24135826.000000 Penalty: 5997.914062
	Iteration 11Q: 3 clusters Score -2.413583e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152432 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -24139088.000000 Penalty: 5997.914062
	Iteration 12Q: 3 clusters Score -2.413909e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -24141390.000000 Penalty: 5997.914062
	Iteration 13Q: 3 clusters Score -2.414139e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -24143446.000000 Penalty: 5997.914062
	Iteration 14Q: 3 clusters Score -2.414345e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -24144920.000000 Penalty: 5997.914062
	Iteration 15Q: 3 clusters Score -2.414492e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -24146332.000000 Penalty: 5997.914062
	Iteration 16Q: 3 clusters Score -2.414633e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -24147360.000000 Penalty: 5997.914062
	Iteration 17Q: 3 clusters Score -2.414736e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -24148280.000000 Penalty: 5997.914062
	Iteration 18Q: 3 clusters Score -2.414828e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -24149002.000000 Penalty: 5997.914062
	Iteration 19Q: 3 clusters Score -2.4149e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -24149556.000000 Penalty: 5997.914062
	Iteration 20F: 3 clusters Score -2.414956e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -24149930.000000 Penalty: 5997.914062
	Iteration 21Q: 3 clusters Score -2.414993e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174485 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -24150176.000000 Penalty: 5997.914062
	Iteration 22Q: 3 clusters Score -2.415018e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -24150404.000000 Penalty: 5997.914062
	Iteration 23Q: 3 clusters Score -2.41504e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175393 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -24150658.000000 Penalty: 5997.914062
	Iteration 24Q: 3 clusters Score -2.415066e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -24150782.000000 Penalty: 5997.914062
	Iteration 25Q: 3 clusters Score -2.415078e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -24150908.000000 Penalty: 5997.914062
	Iteration 26Q: 3 clusters Score -2.415091e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -24150972.000000 Penalty: 5997.914062
	Iteration 27Q: 3 clusters Score -2.415097e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176339 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -24151028.000000 Penalty: 5997.914062
	Iteration 28Q: 3 clusters Score -2.415103e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -24151122.000000 Penalty: 5997.914062
	Iteration 29Q: 3 clusters Score -2.415112e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -24151144.000000 Penalty: 5997.914062
	Iteration 30Q: 3 clusters Score -2.415114e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -24151204.000000 Penalty: 5997.914062
	Iteration 31Q: 3 clusters Score -2.41512e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176746 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -24151208.000000 Penalty: 5997.914062
	Iteration 32Q: 3 clusters Score -2.415121e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24151242.000000 Penalty: 5997.914062
	Iteration 33Q: 3 clusters Score -2.415124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176852 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -24151254.000000 Penalty: 5997.914062
	Iteration 34Q: 3 clusters Score -2.415125e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24151290.000000 Penalty: 5997.914062
	Iteration 35Q: 3 clusters Score -2.415129e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -24151328.000000 Penalty: 5997.914062
	Iteration 36Q: 3 clusters Score -2.415133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176979 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -24151328.000000 Penalty: 5997.914062
	Iteration 37Q: 3 clusters Score -2.415133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177012 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -24151348.000000 Penalty: 5997.914062
	Iteration 38Q: 3 clusters Score -2.415135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24151336.000000 Penalty: 5997.914062
	Iteration 39Q: 3 clusters Score -2.415134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177063 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -24151372.000000 Penalty: 5997.914062
	Iteration 40F: 3 clusters Score -2.415137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -24151380.000000 Penalty: 5997.914062
	Iteration 41Q: 3 clusters Score -2.415138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -24151382.000000 Penalty: 5997.914062
	Iteration 42Q: 3 clusters Score -2.415138e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -24151418.000000 Penalty: 5997.914062
	Iteration 43Q: 3 clusters Score -2.415142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177155 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -24151418.000000 Penalty: 5997.914062
	Iteration 44Q: 3 clusters Score -2.415142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177177 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -24151452.000000 Penalty: 5997.914062
	Iteration 45Q: 3 clusters Score -2.415145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177195 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -24151482.000000 Penalty: 5997.914062
	Iteration 46Q: 3 clusters Score -2.415148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177211 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -24151496.000000 Penalty: 5997.914062
	Iteration 47Q: 3 clusters Score -2.41515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -24151504.000000 Penalty: 5997.914062
	Iteration 48Q: 3 clusters Score -2.41515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -24151502.000000 Penalty: 5997.914062
	Iteration 49Q: 3 clusters Score -2.41515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -24151484.000000 Penalty: 5997.914062
	Iteration 50Q: 3 clusters Score -2.415148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24151496.000000 Penalty: 5997.914062
	Iteration 51Q: 3 clusters Score -2.41515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177254 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24151524.000000 Penalty: 5997.914062
	Iteration 52Q: 3 clusters Score -2.415152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177255 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24151504.000000 Penalty: 5997.914062
	Iteration 53Q: 3 clusters Score -2.41515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177255 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24151518.000000 Penalty: 5997.914062
	Iteration 54Q: 3 clusters Score -2.415152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177255 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24151524.000000 Penalty: 5997.914062
	Iteration 55Q: 3 clusters Score -2.415152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177257 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -24151528.000000 Penalty: 5997.914062
	Iteration 56Q: 3 clusters Score -2.415153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -24151524.000000 Penalty: 5997.914062
	Iteration 57Q: 3 clusters Score -2.415152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -24151498.000000 Penalty: 5997.914062
	Iteration 58Q: 3 clusters Score -2.41515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -24151516.000000 Penalty: 5997.914062
	Iteration 59Q: 3 clusters Score -2.415152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -24151512.000000 Penalty: 5997.914062
	Iteration 60F: 3 clusters Score -2.415151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -24151518.000000 Penalty: 5997.914062
	Iteration 61Q: 3 clusters Score -2.415152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -24151538.000000 Penalty: 5997.914062
	Iteration 62Q: 3 clusters Score -2.415154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -24151544.000000 Penalty: 5997.914062
	Iteration 63Q: 3 clusters Score -2.415154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24151524.000000 Penalty: 5997.914062
	Iteration 64Q: 3 clusters Score -2.415152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177277 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -24151528.000000 Penalty: 5997.914062
	Iteration 65Q: 3 clusters Score -2.415153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -24151522.000000 Penalty: 5997.914062
	Iteration 66Q: 3 clusters Score -2.415152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -24151526.000000 Penalty: 5997.914062
	Iteration 67Q: 3 clusters Score -2.415153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177293 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -24151540.000000 Penalty: 5997.914062
	Iteration 68Q: 3 clusters Score -2.415154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177296 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -24151526.000000 Penalty: 5997.914062
	Iteration 69Q: 3 clusters Score -2.415153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177300 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -24151538.000000 Penalty: 5997.914062
	Iteration 70Q: 3 clusters Score -2.415154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177306 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24151522.000000 Penalty: 5997.914062
	Iteration 71Q: 3 clusters Score -2.415152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -24151538.000000 Penalty: 5997.914062
	Iteration 72Q: 3 clusters Score -2.415154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177315 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -24151546.000000 Penalty: 5997.914062
	Iteration 73Q: 3 clusters Score -2.415155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177320 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -24151532.000000 Penalty: 5997.914062
	Iteration 74Q: 3 clusters Score -2.415153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177322 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -24151540.000000 Penalty: 5997.914062
	Iteration 75Q: 3 clusters Score -2.415154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -24151560.000000 Penalty: 5997.914062
	Iteration 76Q: 3 clusters Score -2.415156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177329 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24151550.000000 Penalty: 5997.914062
	Iteration 77Q: 3 clusters Score -2.415155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -24151548.000000 Penalty: 5997.914062
	Iteration 78Q: 3 clusters Score -2.415155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177333 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -24151546.000000 Penalty: 5997.914062
	Iteration 79Q: 3 clusters Score -2.415155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177336 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -24151538.000000 Penalty: 5997.914062
	Iteration 80F: 3 clusters Score -2.415154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -24151548.000000 Penalty: 5997.914062
	Iteration 81Q: 3 clusters Score -2.415155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24151552.000000 Penalty: 5997.914062
	Iteration 82Q: 3 clusters Score -2.415155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -24151558.000000 Penalty: 5997.914062
	Iteration 83Q: 3 clusters Score -2.415156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -24151562.000000 Penalty: 5997.914062
	Iteration 84Q: 3 clusters Score -2.415156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177341 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24151560.000000 Penalty: 5997.914062
	Iteration 85Q: 3 clusters Score -2.415156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177345 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24151572.000000 Penalty: 5997.914062
	Iteration 86Q: 3 clusters Score -2.415157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24151556.000000 Penalty: 5997.914062
	Iteration 87Q: 3 clusters Score -2.415156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177353 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -24151560.000000 Penalty: 5997.914062
	Iteration 88Q: 3 clusters Score -2.415156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177358 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -24151558.000000 Penalty: 5997.914062
	Iteration 89Q: 3 clusters Score -2.415156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177359 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -24151552.000000 Penalty: 5997.914062
	Iteration 90Q: 3 clusters Score -2.415155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177359 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -24151552.000000 Penalty: 5997.914062
	Iteration 91F: 3 clusters Score -2.415155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Entering Unmasked Estep 
Score: -5107867.500000 Penalty: 2610.380859
	Iteration 0F: 2 clusters Score -5107868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5082552.000000 Penalty: 5220.761719
	Iteration 0F: 3 clusters Score -5082552 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5091748.000000 Penalty: 5220.761719
	Iteration 1F: 3 clusters Score -5091748 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -5092268.500000 Penalty: 5220.761719
	Iteration 2Q: 3 clusters Score -5092268 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5092669.500000 Penalty: 5220.761719
	Iteration 3Q: 3 clusters Score -5092670 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5093162.000000 Penalty: 5220.761719
	Iteration 4Q: 3 clusters Score -5093162 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -5093766.000000 Penalty: 5220.761719
	Iteration 5Q: 3 clusters Score -5093766 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5094659.500000 Penalty: 5220.761719
	Iteration 6Q: 3 clusters Score -5094660 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -5095917.500000 Penalty: 5220.761719
	Iteration 7F: 3 clusters Score -5095918 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -5097739.000000 Penalty: 5220.761719
	Iteration 8F: 3 clusters Score -5097739 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -5099866.500000 Penalty: 5220.761719
	Iteration 9F: 3 clusters Score -5099866 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -5101809.000000 Penalty: 5220.761719
	Iteration 10F: 3 clusters Score -5101809 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -5103171.000000 Penalty: 5220.761719
	Iteration 11Q: 3 clusters Score -5103171 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5104020.000000 Penalty: 5220.761719
	Iteration 12Q: 3 clusters Score -5104020 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5104508.000000 Penalty: 5220.761719
	Iteration 13Q: 3 clusters Score -5104508 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5104824.500000 Penalty: 5220.761719
	Iteration 14Q: 3 clusters Score -5104824 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5105051.500000 Penalty: 5220.761719
	Iteration 15Q: 3 clusters Score -5105052 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5105194.000000 Penalty: 5220.761719
	Iteration 16Q: 3 clusters Score -5105194 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -5105318.500000 Penalty: 5220.761719
	Iteration 17Q: 3 clusters Score -5105318 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5105426.000000 Penalty: 5220.761719
	Iteration 18Q: 3 clusters Score -5105426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -5105508.000000 Penalty: 5220.761719
	Iteration 19Q: 3 clusters Score -5105508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5105553.000000 Penalty: 5220.761719
	Iteration 20F: 3 clusters Score -5105553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -5105590.000000 Penalty: 5220.761719
	Iteration 21Q: 3 clusters Score -5105590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5105606.000000 Penalty: 5220.761719
	Iteration 22Q: 3 clusters Score -5105606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5105639.000000 Penalty: 5220.761719
	Iteration 23Q: 3 clusters Score -5105639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5105655.000000 Penalty: 5220.761719
	Iteration 24Q: 3 clusters Score -5105655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5105670.500000 Penalty: 5220.761719
	Iteration 25Q: 3 clusters Score -5105670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5105673.500000 Penalty: 5220.761719
	Iteration 26Q: 3 clusters Score -5105674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -5105677.500000 Penalty: 5220.761719
	Iteration 27Q: 3 clusters Score -5105678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5105684.500000 Penalty: 5220.761719
	Iteration 28Q: 3 clusters Score -5105684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5105688.000000 Penalty: 5220.761719
	Iteration 29Q: 3 clusters Score -5105688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5105700.500000 Penalty: 5220.761719
	Iteration 30Q: 3 clusters Score -5105700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5105711.000000 Penalty: 5220.761719
	Iteration 31Q: 3 clusters Score -5105711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -5105723.000000 Penalty: 5220.761719
	Iteration 32Q: 3 clusters Score -5105723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5105727.500000 Penalty: 5220.761719
	Iteration 33Q: 3 clusters Score -5105728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5105731.500000 Penalty: 5220.761719
	Iteration 34Q: 3 clusters Score -5105732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5105738.500000 Penalty: 5220.761719
	Iteration 35Q: 3 clusters Score -5105738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5105738.000000 Penalty: 5220.761719
	Iteration 36Q: 3 clusters Score -5105738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5105746.500000 Penalty: 5220.761719
	Iteration 37Q: 3 clusters Score -5105746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5105744.000000 Penalty: 5220.761719
	Iteration 38Q: 3 clusters Score -5105744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5105748.000000 Penalty: 5220.761719
	Iteration 39Q: 3 clusters Score -5105748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5105746.500000 Penalty: 5220.761719
	Iteration 40F: 3 clusters Score -5105746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5105752.000000 Penalty: 5220.761719
	Iteration 41Q: 3 clusters Score -5105752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5105748.500000 Penalty: 5220.761719
	Iteration 42Q: 3 clusters Score -5105748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -5105749.000000 Penalty: 5220.761719
	Iteration 43Q: 3 clusters Score -5105749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5105752.000000 Penalty: 5220.761719
	Iteration 44Q: 3 clusters Score -5105752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -5105754.000000 Penalty: 5220.761719
	Iteration 45Q: 3 clusters Score -5105754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5105757.000000 Penalty: 5220.761719
	Iteration 46Q: 3 clusters Score -5105757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -5105757.000000 Penalty: 5220.761719
	Iteration 47Q: 3 clusters Score -5105757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -5105758.000000 Penalty: 5220.761719
	Iteration 48Q: 3 clusters Score -5105758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5105762.000000 Penalty: 5220.761719
	Iteration 49Q: 3 clusters Score -5105762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5105761.000000 Penalty: 5220.761719
	Iteration 50Q: 3 clusters Score -5105761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5105761.000000 Penalty: 5220.761719
	Iteration 51F: 3 clusters Score -5105761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Entering Unmasked Estep 
Score: -2416463.500000 Penalty: 2436.086182
	Iteration 0F: 2 clusters Score -2416464 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 9205 members 
Entering Unmasked Estep 
Score: -2403430.500000 Penalty: 4872.172363
	Iteration 0F: 3 clusters Score -2403430 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2407925.000000 Penalty: 4872.172363
	Iteration 1F: 3 clusters Score -2407925 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2408409.750000 Penalty: 4872.172363
	Iteration 2F: 3 clusters Score -2408410 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2408878.500000 Penalty: 4872.172363
	Iteration 3Q: 3 clusters Score -2408878 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2409309.500000 Penalty: 4872.172363
	Iteration 4Q: 3 clusters Score -2409310 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2409670.250000 Penalty: 4872.172363
	Iteration 5Q: 3 clusters Score -2409670 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2409995.000000 Penalty: 4872.172363
	Iteration 6Q: 3 clusters Score -2409995 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2410291.000000 Penalty: 4872.172363
	Iteration 7Q: 3 clusters Score -2410291 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2410606.500000 Penalty: 4872.172363
	Iteration 8Q: 3 clusters Score -2410606 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2410943.000000 Penalty: 4872.172363
	Iteration 9Q: 3 clusters Score -2410943 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2411329.250000 Penalty: 4872.172363
	Iteration 10Q: 3 clusters Score -2411329 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2411775.750000 Penalty: 4872.172363
	Iteration 11Q: 3 clusters Score -2411776 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2412273.000000 Penalty: 4872.172363
	Iteration 12Q: 3 clusters Score -2412273 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2412825.000000 Penalty: 4872.172363
	Iteration 13Q: 3 clusters Score -2412825 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2413340.250000 Penalty: 4872.172363
	Iteration 14Q: 3 clusters Score -2413340 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2413874.750000 Penalty: 4872.172363
	Iteration 15Q: 3 clusters Score -2413875 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2414399.250000 Penalty: 4872.172363
	Iteration 16Q: 3 clusters Score -2414399 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2414885.500000 Penalty: 4872.172363
	Iteration 17Q: 3 clusters Score -2414886 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2415123.250000 Penalty: 4872.172363
	Iteration 18Q: 3 clusters Score -2415123 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2415237.250000 Penalty: 4872.172363
	Iteration 19Q: 3 clusters Score -2415237 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2415299.750000 Penalty: 4872.172363
	Iteration 20F: 3 clusters Score -2415300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2415353.750000 Penalty: 4872.172363
	Iteration 21Q: 3 clusters Score -2415354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2415388.500000 Penalty: 4872.172363
	Iteration 22Q: 3 clusters Score -2415388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2415417.500000 Penalty: 4872.172363
	Iteration 23Q: 3 clusters Score -2415418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2415431.250000 Penalty: 4872.172363
	Iteration 24Q: 3 clusters Score -2415431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2415447.000000 Penalty: 4872.172363
	Iteration 25Q: 3 clusters Score -2415447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2415454.000000 Penalty: 4872.172363
	Iteration 26Q: 3 clusters Score -2415454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2415469.500000 Penalty: 4872.172363
	Iteration 27Q: 3 clusters Score -2415470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2415483.500000 Penalty: 4872.172363
	Iteration 28Q: 3 clusters Score -2415484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2415499.000000 Penalty: 4872.172363
	Iteration 29Q: 3 clusters Score -2415499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2415514.000000 Penalty: 4872.172363
	Iteration 30Q: 3 clusters Score -2415514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2415521.750000 Penalty: 4872.172363
	Iteration 31Q: 3 clusters Score -2415522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2415515.500000 Penalty: 4872.172363
	Iteration 32Q: 3 clusters Score -2415516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2415522.000000 Penalty: 4872.172363
	Iteration 33Q: 3 clusters Score -2415522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2415521.750000 Penalty: 4872.172363
	Iteration 34Q: 3 clusters Score -2415522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2415530.250000 Penalty: 4872.172363
	Iteration 35Q: 3 clusters Score -2415530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2415534.000000 Penalty: 4872.172363
	Iteration 36Q: 3 clusters Score -2415534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2415536.750000 Penalty: 4872.172363
	Iteration 37Q: 3 clusters Score -2415537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2415533.250000 Penalty: 4872.172363
	Iteration 38Q: 3 clusters Score -2415533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2415534.250000 Penalty: 4872.172363
	Iteration 39Q: 3 clusters Score -2415534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2415537.250000 Penalty: 4872.172363
	Iteration 40F: 3 clusters Score -2415537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2415535.250000 Penalty: 4872.172363
	Iteration 41Q: 3 clusters Score -2415535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2415540.250000 Penalty: 4872.172363
	Iteration 42Q: 3 clusters Score -2415540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2415540.250000 Penalty: 4872.172363
	Iteration 43Q: 3 clusters Score -2415540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2415542.250000 Penalty: 4872.172363
	Iteration 44Q: 3 clusters Score -2415542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2415547.000000 Penalty: 4872.172363
	Iteration 45Q: 3 clusters Score -2415547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2415549.750000 Penalty: 4872.172363
	Iteration 46Q: 3 clusters Score -2415550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2415549.500000 Penalty: 4872.172363
	Iteration 47Q: 3 clusters Score -2415550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2415549.000000 Penalty: 4872.172363
	Iteration 48Q: 3 clusters Score -2415549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2415554.000000 Penalty: 4872.172363
	Iteration 49Q: 3 clusters Score -2415554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2415557.000000 Penalty: 4872.172363
	Iteration 50Q: 3 clusters Score -2415557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2415553.250000 Penalty: 4872.172363
	Iteration 51Q: 3 clusters Score -2415553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2415555.750000 Penalty: 4872.172363
	Iteration 52Q: 3 clusters Score -2415556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2415555.000000 Penalty: 4872.172363
	Iteration 53Q: 3 clusters Score -2415555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2415556.500000 Penalty: 4872.172363
	Iteration 54Q: 3 clusters Score -2415556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2415559.000000 Penalty: 4872.172363
	Iteration 55Q: 3 clusters Score -2415559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2415560.250000 Penalty: 4872.172363
	Iteration 56Q: 3 clusters Score -2415560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2415565.750000 Penalty: 4872.172363
	Iteration 57Q: 3 clusters Score -2415566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2415569.000000 Penalty: 4872.172363
	Iteration 58Q: 3 clusters Score -2415569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2415572.750000 Penalty: 4872.172363
	Iteration 59Q: 3 clusters Score -2415573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2415571.250000 Penalty: 4872.172363
	Iteration 60F: 3 clusters Score -2415571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2415571.250000 Penalty: 4872.172363
	Iteration 61Q: 3 clusters Score -2415571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2415575.750000 Penalty: 4872.172363
	Iteration 62Q: 3 clusters Score -2415576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2415572.500000 Penalty: 4872.172363
	Iteration 63Q: 3 clusters Score -2415572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2415576.500000 Penalty: 4872.172363
	Iteration 64Q: 3 clusters Score -2415576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2415575.250000 Penalty: 4872.172363
	Iteration 65Q: 3 clusters Score -2415575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2415582.000000 Penalty: 4872.172363
	Iteration 66Q: 3 clusters Score -2415582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2415581.500000 Penalty: 4872.172363
	Iteration 67Q: 3 clusters Score -2415582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2415582.250000 Penalty: 4872.172363
	Iteration 68Q: 3 clusters Score -2415582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2415586.250000 Penalty: 4872.172363
	Iteration 69Q: 3 clusters Score -2415586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2415585.500000 Penalty: 4872.172363
	Iteration 70Q: 3 clusters Score -2415586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2415587.750000 Penalty: 4872.172363
	Iteration 71Q: 3 clusters Score -2415588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2415584.250000 Penalty: 4872.172363
	Iteration 72Q: 3 clusters Score -2415584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2415584.250000 Penalty: 4872.172363
	Iteration 73F: 3 clusters Score -2415584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -57902.328125 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -57902.33 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 270 members 
Entering Unmasked Estep 
Score: -56544.019531 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -56544.02 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57179.574219 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -57179.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57526.828125 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -57526.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57790.152344 Penalty: 3139.541504
	Iteration 3F: 3 clusters Score -57790.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57913.078125 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -57913.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58056.761719 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -58056.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58140.179688 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -58140.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58158.859375 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -58158.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58159.421875 Penalty: 3139.541504
	Iteration 8F: 3 clusters Score -58159.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58183.773438 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -58183.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58280.613281 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -58280.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58323.472656 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -58323.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58331.589844 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -58331.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58331.589844 Penalty: 3139.541504
	Iteration 13F: 3 clusters Score -58331.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 171683 members 
Mstep: Class 5 contains 24120 members 
Mstep: Class 6 contains 150100 members 
Mstep: Class 7 contains 133391 members 
Mstep: Class 8 contains 13191 members 
Mstep: Class 9 contains 178540 members 
Mstep: Class 10 contains 37262 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49027 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70385 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31478 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 211 members 
Entering Unmasked Estep 
Score: -126425288.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126426488.000000 to -126425288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -490157.781250 Penalty: 2034.690796
	Iteration 0F: 2 clusters Score -490157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -486500.000000 Penalty: 4069.381592
	Iteration 0F: 3 clusters Score -486500 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -487304.531250 Penalty: 4069.381592
	Iteration 1F: 3 clusters Score -487304.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -487484.437500 Penalty: 4069.381592
	Iteration 2F: 3 clusters Score -487484.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -487563.468750 Penalty: 4069.381592
	Iteration 3Q: 3 clusters Score -487563.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -487594.812500 Penalty: 4069.381592
	Iteration 4Q: 3 clusters Score -487594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -487609.718750 Penalty: 4069.381592
	Iteration 5Q: 3 clusters Score -487609.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487623.781250 Penalty: 4069.381592
	Iteration 6Q: 3 clusters Score -487623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -487632.375000 Penalty: 4069.381592
	Iteration 7Q: 3 clusters Score -487632.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -487642.437500 Penalty: 4069.381592
	Iteration 8Q: 3 clusters Score -487642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -487648.437500 Penalty: 4069.381592
	Iteration 9Q: 3 clusters Score -487648.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -487657.906250 Penalty: 4069.381592
	Iteration 10Q: 3 clusters Score -487657.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -487668.781250 Penalty: 4069.381592
	Iteration 11Q: 3 clusters Score -487668.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -487681.500000 Penalty: 4069.381592
	Iteration 12Q: 3 clusters Score -487681.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -487693.375000 Penalty: 4069.381592
	Iteration 13Q: 3 clusters Score -487693.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -487704.406250 Penalty: 4069.381592
	Iteration 14Q: 3 clusters Score -487704.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -487715.843750 Penalty: 4069.381592
	Iteration 15Q: 3 clusters Score -487715.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -487723.968750 Penalty: 4069.381592
	Iteration 16Q: 3 clusters Score -487724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -487729.531250 Penalty: 4069.381592
	Iteration 17Q: 3 clusters Score -487729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -487733.937500 Penalty: 4069.381592
	Iteration 18Q: 3 clusters Score -487733.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -487738.843750 Penalty: 4069.381592
	Iteration 19Q: 3 clusters Score -487738.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -487746.406250 Penalty: 4069.381592
	Iteration 20F: 3 clusters Score -487746.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -487754.562500 Penalty: 4069.381592
	Iteration 21Q: 3 clusters Score -487754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487760.750000 Penalty: 4069.381592
	Iteration 22Q: 3 clusters Score -487760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -487764.812500 Penalty: 4069.381592
	Iteration 23Q: 3 clusters Score -487764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -487770.500000 Penalty: 4069.381592
	Iteration 24Q: 3 clusters Score -487770.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -487774.250000 Penalty: 4069.381592
	Iteration 25Q: 3 clusters Score -487774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -487778.750000 Penalty: 4069.381592
	Iteration 26Q: 3 clusters Score -487778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -487780.250000 Penalty: 4069.381592
	Iteration 27Q: 3 clusters Score -487780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -487783.968750 Penalty: 4069.381592
	Iteration 28Q: 3 clusters Score -487784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -487787.218750 Penalty: 4069.381592
	Iteration 29Q: 3 clusters Score -487787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -487792.000000 Penalty: 4069.381592
	Iteration 30Q: 3 clusters Score -487792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -487797.281250 Penalty: 4069.381592
	Iteration 31Q: 3 clusters Score -487797.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -487804.312500 Penalty: 4069.381592
	Iteration 32Q: 3 clusters Score -487804.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -487813.906250 Penalty: 4069.381592
	Iteration 33Q: 3 clusters Score -487813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -487823.750000 Penalty: 4069.381592
	Iteration 34Q: 3 clusters Score -487823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -487830.531250 Penalty: 4069.381592
	Iteration 35Q: 3 clusters Score -487830.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -487836.062500 Penalty: 4069.381592
	Iteration 36Q: 3 clusters Score -487836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -487840.000000 Penalty: 4069.381592
	Iteration 37Q: 3 clusters Score -487840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -487847.625000 Penalty: 4069.381592
	Iteration 38Q: 3 clusters Score -487847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -487854.187500 Penalty: 4069.381592
	Iteration 39Q: 3 clusters Score -487854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -487857.687500 Penalty: 4069.381592
	Iteration 40F: 3 clusters Score -487857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -487860.000000 Penalty: 4069.381592
	Iteration 41Q: 3 clusters Score -487860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -487862.375000 Penalty: 4069.381592
	Iteration 42Q: 3 clusters Score -487862.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -487867.031250 Penalty: 4069.381592
	Iteration 43Q: 3 clusters Score -487867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -487871.437500 Penalty: 4069.381592
	Iteration 44Q: 3 clusters Score -487871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -487873.625000 Penalty: 4069.381592
	Iteration 45Q: 3 clusters Score -487873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -487876.437500 Penalty: 4069.381592
	Iteration 46Q: 3 clusters Score -487876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -487880.843750 Penalty: 4069.381592
	Iteration 47Q: 3 clusters Score -487880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -487882.937500 Penalty: 4069.381592
	Iteration 48Q: 3 clusters Score -487882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -487883.781250 Penalty: 4069.381592
	Iteration 49Q: 3 clusters Score -487883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -487885.968750 Penalty: 4069.381592
	Iteration 50Q: 3 clusters Score -487886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -487887.843750 Penalty: 4069.381592
	Iteration 51Q: 3 clusters Score -487887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -487889.437500 Penalty: 4069.381592
	Iteration 52Q: 3 clusters Score -487889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -487890.062500 Penalty: 4069.381592
	Iteration 53Q: 3 clusters Score -487890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -487891.000000 Penalty: 4069.381592
	Iteration 54Q: 3 clusters Score -487891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -487891.875000 Penalty: 4069.381592
	Iteration 55Q: 3 clusters Score -487891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -487894.343750 Penalty: 4069.381592
	Iteration 56Q: 3 clusters Score -487894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -487894.843750 Penalty: 4069.381592
	Iteration 57Q: 3 clusters Score -487894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -487898.375000 Penalty: 4069.381592
	Iteration 58Q: 3 clusters Score -487898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -487901.093750 Penalty: 4069.381592
	Iteration 59Q: 3 clusters Score -487901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -487903.937500 Penalty: 4069.381592
	Iteration 60F: 3 clusters Score -487903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -487907.687500 Penalty: 4069.381592
	Iteration 61Q: 3 clusters Score -487907.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -487912.250000 Penalty: 4069.381592
	Iteration 62Q: 3 clusters Score -487912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -487914.187500 Penalty: 4069.381592
	Iteration 63Q: 3 clusters Score -487914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -487917.000000 Penalty: 4069.381592
	Iteration 64Q: 3 clusters Score -487917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -487920.406250 Penalty: 4069.381592
	Iteration 65Q: 3 clusters Score -487920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -487924.031250 Penalty: 4069.381592
	Iteration 66Q: 3 clusters Score -487924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -487926.375000 Penalty: 4069.381592
	Iteration 67Q: 3 clusters Score -487926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -487930.531250 Penalty: 4069.381592
	Iteration 68Q: 3 clusters Score -487930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -487934.343750 Penalty: 4069.381592
	Iteration 69Q: 3 clusters Score -487934.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -487937.718750 Penalty: 4069.381592
	Iteration 70Q: 3 clusters Score -487937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -487942.375000 Penalty: 4069.381592
	Iteration 71Q: 3 clusters Score -487942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -487948.593750 Penalty: 4069.381592
	Iteration 72Q: 3 clusters Score -487948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -487951.906250 Penalty: 4069.381592
	Iteration 73Q: 3 clusters Score -487951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -487954.468750 Penalty: 4069.381592
	Iteration 74Q: 3 clusters Score -487954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -487960.375000 Penalty: 4069.381592
	Iteration 75Q: 3 clusters Score -487960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -487964.687500 Penalty: 4069.381592
	Iteration 76Q: 3 clusters Score -487964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -487968.718750 Penalty: 4069.381592
	Iteration 77Q: 3 clusters Score -487968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -487970.906250 Penalty: 4069.381592
	Iteration 78Q: 3 clusters Score -487970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -487973.406250 Penalty: 4069.381592
	Iteration 79Q: 3 clusters Score -487973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -487976.593750 Penalty: 4069.381592
	Iteration 80F: 3 clusters Score -487976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -487977.781250 Penalty: 4069.381592
	Iteration 81Q: 3 clusters Score -487977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -487977.500000 Penalty: 4069.381592
	Iteration 82Q: 3 clusters Score -487977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -487977.500000 Penalty: 4069.381592
	Iteration 83F: 3 clusters Score -487977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Entering Unmasked Estep 
Score: -6688358.000000 Penalty: 2678.431152
	Iteration 0F: 2 clusters Score -6688358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -6655346.000000 Penalty: 5356.862305
	Iteration 0F: 3 clusters Score -6655346 nChanged 22664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -6667743.000000 Penalty: 5356.862305
	Iteration 1F: 3 clusters Score -6667743 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -6668184.000000 Penalty: 5356.862305
	Iteration 2Q: 3 clusters Score -6668184 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6668519.500000 Penalty: 5356.862305
	Iteration 3Q: 3 clusters Score -6668520 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -6668779.000000 Penalty: 5356.862305
	Iteration 4Q: 3 clusters Score -6668779 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -6669015.000000 Penalty: 5356.862305
	Iteration 5Q: 3 clusters Score -6669015 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -6669223.000000 Penalty: 5356.862305
	Iteration 6Q: 3 clusters Score -6669223 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6669433.500000 Penalty: 5356.862305
	Iteration 7Q: 3 clusters Score -6669434 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6669663.000000 Penalty: 5356.862305
	Iteration 8Q: 3 clusters Score -6669663 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -6669893.000000 Penalty: 5356.862305
	Iteration 9Q: 3 clusters Score -6669893 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -6670154.000000 Penalty: 5356.862305
	Iteration 10Q: 3 clusters Score -6670154 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -6670466.500000 Penalty: 5356.862305
	Iteration 11Q: 3 clusters Score -6670466 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -6670883.000000 Penalty: 5356.862305
	Iteration 12Q: 3 clusters Score -6670883 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -6671577.500000 Penalty: 5356.862305
	Iteration 13Q: 3 clusters Score -6671578 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -6672502.500000 Penalty: 5356.862305
	Iteration 14Q: 3 clusters Score -6672502 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -6673756.500000 Penalty: 5356.862305
	Iteration 15Q: 3 clusters Score -6673756 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -6675537.000000 Penalty: 5356.862305
	Iteration 16F: 3 clusters Score -6675537 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -6677621.000000 Penalty: 5356.862305
	Iteration 17F: 3 clusters Score -6677621 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -6679738.000000 Penalty: 5356.862305
	Iteration 18F: 3 clusters Score -6679738 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6681573.000000 Penalty: 5356.862305
	Iteration 19Q: 3 clusters Score -6681573 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -6682998.000000 Penalty: 5356.862305
	Iteration 20F: 3 clusters Score -6682998 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -6683993.000000 Penalty: 5356.862305
	Iteration 21Q: 3 clusters Score -6683993 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6684621.000000 Penalty: 5356.862305
	Iteration 22Q: 3 clusters Score -6684621 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6685108.000000 Penalty: 5356.862305
	Iteration 23Q: 3 clusters Score -6685108 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -6685403.000000 Penalty: 5356.862305
	Iteration 24Q: 3 clusters Score -6685403 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -6685609.500000 Penalty: 5356.862305
	Iteration 25Q: 3 clusters Score -6685610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -6685737.500000 Penalty: 5356.862305
	Iteration 26Q: 3 clusters Score -6685738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6685845.500000 Penalty: 5356.862305
	Iteration 27Q: 3 clusters Score -6685846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -6685897.500000 Penalty: 5356.862305
	Iteration 28Q: 3 clusters Score -6685898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -6685925.500000 Penalty: 5356.862305
	Iteration 29Q: 3 clusters Score -6685926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -6685962.000000 Penalty: 5356.862305
	Iteration 30Q: 3 clusters Score -6685962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6685985.500000 Penalty: 5356.862305
	Iteration 31Q: 3 clusters Score -6685986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -6685996.000000 Penalty: 5356.862305
	Iteration 32Q: 3 clusters Score -6685996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6685997.000000 Penalty: 5356.862305
	Iteration 33Q: 3 clusters Score -6685997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -6686006.000000 Penalty: 5356.862305
	Iteration 34Q: 3 clusters Score -6686006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6686009.000000 Penalty: 5356.862305
	Iteration 35Q: 3 clusters Score -6686009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6686011.000000 Penalty: 5356.862305
	Iteration 36Q: 3 clusters Score -6686011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6686021.000000 Penalty: 5356.862305
	Iteration 37Q: 3 clusters Score -6686021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -6686023.500000 Penalty: 5356.862305
	Iteration 38Q: 3 clusters Score -6686024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -6686029.500000 Penalty: 5356.862305
	Iteration 39Q: 3 clusters Score -6686030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6686030.000000 Penalty: 5356.862305
	Iteration 40F: 3 clusters Score -6686030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -6686028.500000 Penalty: 5356.862305
	Iteration 41Q: 3 clusters Score -6686028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -6686033.500000 Penalty: 5356.862305
	Iteration 42Q: 3 clusters Score -6686034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -6686029.500000 Penalty: 5356.862305
	Iteration 43Q: 3 clusters Score -6686030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6686046.500000 Penalty: 5356.862305
	Iteration 44Q: 3 clusters Score -6686046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -6686042.500000 Penalty: 5356.862305
	Iteration 45Q: 3 clusters Score -6686042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6686045.000000 Penalty: 5356.862305
	Iteration 46Q: 3 clusters Score -6686045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -6686044.500000 Penalty: 5356.862305
	Iteration 47Q: 3 clusters Score -6686044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6686044.500000 Penalty: 5356.862305
	Iteration 48Q: 3 clusters Score -6686044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6686044.500000 Penalty: 5356.862305
	Iteration 49F: 3 clusters Score -6686044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 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 306 members 
Entering Unmasked Estep 
Score: -68440.914062 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68440.91 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68731.390625 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68731.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68886.171875 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -68886.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69081.046875 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -69081.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69286.468750 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -69286.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69584.695312 Penalty: 3168.726318
	Iteration 5F: 3 clusters Score -69584.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69763.875000 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69763.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69875.125000 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69875.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70026.273438 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -70026.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70046.054688 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -70046.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70057.125000 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -70057.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70061.757812 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -70061.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70064.125000 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -70064.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70066.914062 Penalty: 3168.726318
	Iteration 13F: 3 clusters Score -70066.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70095.601562 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -70095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70098.320312 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -70098.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70103.546875 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -70103.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70103.546875 Penalty: 3168.726318
	Iteration 17F: 3 clusters Score -70103.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 171683 members 
Mstep: Class 5 contains 24120 members 
Mstep: Class 6 contains 150100 members 
Mstep: Class 7 contains 133391 members 
Mstep: Class 8 contains 13191 members 
Mstep: Class 9 contains 178540 members 
Mstep: Class 10 contains 37262 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49027 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70385 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31478 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 217 members 
Entering Unmasked Estep 
Score: -126425008.000000 Penalty: 92212.148438
Splitting cluster 15 changes total score from -126426488.000000 to -126425008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Entering Unmasked Estep 
Score: -809168.250000 Penalty: 2155.612549
	Iteration 0F: 2 clusters Score -809168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -804083.062500 Penalty: 4311.225098
	Iteration 0F: 3 clusters Score -804083.1 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -805277.062500 Penalty: 4311.225098
	Iteration 1F: 3 clusters Score -805277.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -805468.875000 Penalty: 4311.225098
	Iteration 2F: 3 clusters Score -805468.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -805579.437500 Penalty: 4311.225098
	Iteration 3Q: 3 clusters Score -805579.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -805649.750000 Penalty: 4311.225098
	Iteration 4Q: 3 clusters Score -805649.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -805708.312500 Penalty: 4311.225098
	Iteration 5Q: 3 clusters Score -805708.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -805759.875000 Penalty: 4311.225098
	Iteration 6Q: 3 clusters Score -805759.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -805806.812500 Penalty: 4311.225098
	Iteration 7Q: 3 clusters Score -805806.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -805849.187500 Penalty: 4311.225098
	Iteration 8Q: 3 clusters Score -805849.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -805888.000000 Penalty: 4311.225098
	Iteration 9Q: 3 clusters Score -805888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -805920.750000 Penalty: 4311.225098
	Iteration 10Q: 3 clusters Score -805920.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -805949.812500 Penalty: 4311.225098
	Iteration 11Q: 3 clusters Score -805949.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -805976.312500 Penalty: 4311.225098
	Iteration 12Q: 3 clusters Score -805976.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -805992.250000 Penalty: 4311.225098
	Iteration 13Q: 3 clusters Score -805992.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -806014.000000 Penalty: 4311.225098
	Iteration 14Q: 3 clusters Score -806014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -806035.000000 Penalty: 4311.225098
	Iteration 15Q: 3 clusters Score -806035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -806059.312500 Penalty: 4311.225098
	Iteration 16Q: 3 clusters Score -806059.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -806079.312500 Penalty: 4311.225098
	Iteration 17Q: 3 clusters Score -806079.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -806102.125000 Penalty: 4311.225098
	Iteration 18Q: 3 clusters Score -806102.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -806121.375000 Penalty: 4311.225098
	Iteration 19Q: 3 clusters Score -806121.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -806138.437500 Penalty: 4311.225098
	Iteration 20F: 3 clusters Score -806138.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -806157.000000 Penalty: 4311.225098
	Iteration 21Q: 3 clusters Score -806157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -806178.125000 Penalty: 4311.225098
	Iteration 22Q: 3 clusters Score -806178.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -806196.750000 Penalty: 4311.225098
	Iteration 23Q: 3 clusters Score -806196.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -806213.687500 Penalty: 4311.225098
	Iteration 24Q: 3 clusters Score -806213.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -806237.312500 Penalty: 4311.225098
	Iteration 25Q: 3 clusters Score -806237.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -806258.125000 Penalty: 4311.225098
	Iteration 26Q: 3 clusters Score -806258.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -806284.250000 Penalty: 4311.225098
	Iteration 27Q: 3 clusters Score -806284.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -806305.812500 Penalty: 4311.225098
	Iteration 28Q: 3 clusters Score -806305.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -806330.875000 Penalty: 4311.225098
	Iteration 29Q: 3 clusters Score -806330.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -806355.937500 Penalty: 4311.225098
	Iteration 30Q: 3 clusters Score -806355.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -806391.250000 Penalty: 4311.225098
	Iteration 31Q: 3 clusters Score -806391.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -806436.250000 Penalty: 4311.225098
	Iteration 32Q: 3 clusters Score -806436.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -806498.875000 Penalty: 4311.225098
	Iteration 33Q: 3 clusters Score -806498.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -806569.562500 Penalty: 4311.225098
	Iteration 34Q: 3 clusters Score -806569.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -806638.437500 Penalty: 4311.225098
	Iteration 35Q: 3 clusters Score -806638.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -806719.000000 Penalty: 4311.225098
	Iteration 36Q: 3 clusters Score -806719 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -806796.375000 Penalty: 4311.225098
	Iteration 37Q: 3 clusters Score -806796.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -806872.687500 Penalty: 4311.225098
	Iteration 38Q: 3 clusters Score -806872.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -806938.062500 Penalty: 4311.225098
	Iteration 39Q: 3 clusters Score -806938.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -806998.562500 Penalty: 4311.225098
	Iteration 40F: 3 clusters Score -806998.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -807056.750000 Penalty: 4311.225098
	Iteration 41Q: 3 clusters Score -807056.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -807098.500000 Penalty: 4311.225098
	Iteration 42Q: 3 clusters Score -807098.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -807122.125000 Penalty: 4311.225098
	Iteration 43Q: 3 clusters Score -807122.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -807147.562500 Penalty: 4311.225098
	Iteration 44Q: 3 clusters Score -807147.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -807167.812500 Penalty: 4311.225098
	Iteration 45Q: 3 clusters Score -807167.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -807182.437500 Penalty: 4311.225098
	Iteration 46Q: 3 clusters Score -807182.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -807196.000000 Penalty: 4311.225098
	Iteration 47Q: 3 clusters Score -807196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -807205.125000 Penalty: 4311.225098
	Iteration 48Q: 3 clusters Score -807205.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -807219.125000 Penalty: 4311.225098
	Iteration 49Q: 3 clusters Score -807219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -807229.750000 Penalty: 4311.225098
	Iteration 50Q: 3 clusters Score -807229.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -807237.000000 Penalty: 4311.225098
	Iteration 51Q: 3 clusters Score -807237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -807241.000000 Penalty: 4311.225098
	Iteration 52Q: 3 clusters Score -807241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -807249.125000 Penalty: 4311.225098
	Iteration 53Q: 3 clusters Score -807249.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -807250.125000 Penalty: 4311.225098
	Iteration 54Q: 3 clusters Score -807250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -807253.625000 Penalty: 4311.225098
	Iteration 55Q: 3 clusters Score -807253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -807255.875000 Penalty: 4311.225098
	Iteration 56Q: 3 clusters Score -807255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -807259.000000 Penalty: 4311.225098
	Iteration 57Q: 3 clusters Score -807259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -807259.125000 Penalty: 4311.225098
	Iteration 58Q: 3 clusters Score -807259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -807258.812500 Penalty: 4311.225098
	Iteration 59Q: 3 clusters Score -807258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -807259.750000 Penalty: 4311.225098
	Iteration 60F: 3 clusters Score -807259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -907311.937500 Penalty: 2197.579590
	Iteration 0F: 2 clusters Score -907311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -901461.500000 Penalty: 4395.159180
	Iteration 0F: 3 clusters Score -901461.5 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -903064.375000 Penalty: 4395.159180
	Iteration 1F: 3 clusters Score -903064.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -903444.187500 Penalty: 4395.159180
	Iteration 2F: 3 clusters Score -903444.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -903765.187500 Penalty: 4395.159180
	Iteration 3F: 3 clusters Score -903765.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -904035.625000 Penalty: 4395.159180
	Iteration 4Q: 3 clusters Score -904035.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -904297.000000 Penalty: 4395.159180
	Iteration 5Q: 3 clusters Score -904297 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -904513.250000 Penalty: 4395.159180
	Iteration 6F: 3 clusters Score -904513.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -904705.625000 Penalty: 4395.159180
	Iteration 7Q: 3 clusters Score -904705.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -904875.500000 Penalty: 4395.159180
	Iteration 8Q: 3 clusters Score -904875.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -905008.437500 Penalty: 4395.159180
	Iteration 9Q: 3 clusters Score -905008.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -905150.937500 Penalty: 4395.159180
	Iteration 10Q: 3 clusters Score -905150.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -905293.312500 Penalty: 4395.159180
	Iteration 11Q: 3 clusters Score -905293.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -905419.062500 Penalty: 4395.159180
	Iteration 12Q: 3 clusters Score -905419.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -905528.687500 Penalty: 4395.159180
	Iteration 13Q: 3 clusters Score -905528.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -905633.750000 Penalty: 4395.159180
	Iteration 14Q: 3 clusters Score -905633.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -905725.250000 Penalty: 4395.159180
	Iteration 15Q: 3 clusters Score -905725.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -905791.500000 Penalty: 4395.159180
	Iteration 16Q: 3 clusters Score -905791.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -905839.375000 Penalty: 4395.159180
	Iteration 17Q: 3 clusters Score -905839.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -905872.500000 Penalty: 4395.159180
	Iteration 18Q: 3 clusters Score -905872.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -905891.875000 Penalty: 4395.159180
	Iteration 19Q: 3 clusters Score -905891.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -905919.312500 Penalty: 4395.159180
	Iteration 20F: 3 clusters Score -905919.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -905951.437500 Penalty: 4395.159180
	Iteration 21Q: 3 clusters Score -905951.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -905975.625000 Penalty: 4395.159180
	Iteration 22Q: 3 clusters Score -905975.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -906006.187500 Penalty: 4395.159180
	Iteration 23Q: 3 clusters Score -906006.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -906027.187500 Penalty: 4395.159180
	Iteration 24Q: 3 clusters Score -906027.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -906046.000000 Penalty: 4395.159180
	Iteration 25Q: 3 clusters Score -906046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -906073.812500 Penalty: 4395.159180
	Iteration 26Q: 3 clusters Score -906073.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -906090.000000 Penalty: 4395.159180
	Iteration 27Q: 3 clusters Score -906090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -906104.125000 Penalty: 4395.159180
	Iteration 28Q: 3 clusters Score -906104.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -906116.187500 Penalty: 4395.159180
	Iteration 29Q: 3 clusters Score -906116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -906125.625000 Penalty: 4395.159180
	Iteration 30Q: 3 clusters Score -906125.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -906134.375000 Penalty: 4395.159180
	Iteration 31Q: 3 clusters Score -906134.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -906139.562500 Penalty: 4395.159180
	Iteration 32Q: 3 clusters Score -906139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -906142.250000 Penalty: 4395.159180
	Iteration 33Q: 3 clusters Score -906142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -906144.750000 Penalty: 4395.159180
	Iteration 34Q: 3 clusters Score -906144.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -906145.875000 Penalty: 4395.159180
	Iteration 35Q: 3 clusters Score -906145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -906148.125000 Penalty: 4395.159180
	Iteration 36Q: 3 clusters Score -906148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -906152.062500 Penalty: 4395.159180
	Iteration 37Q: 3 clusters Score -906152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -906155.125000 Penalty: 4395.159180
	Iteration 38Q: 3 clusters Score -906155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -906158.062500 Penalty: 4395.159180
	Iteration 39Q: 3 clusters Score -906158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -906159.500000 Penalty: 4395.159180
	Iteration 40F: 3 clusters Score -906159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -906158.187500 Penalty: 4395.159180
	Iteration 41Q: 3 clusters Score -906158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -906158.187500 Penalty: 4395.159180
	Iteration 42F: 3 clusters Score -906158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -64172.816406 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -64172.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62644.718750 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -62644.72 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62813.316406 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -62813.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62873.671875 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -62873.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62907.621094 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -62907.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62915.804688 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -62915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62923.335938 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -62923.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62923.335938 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -62923.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Entering Unmasked Estep 
Score: -9276534.000000 Penalty: 2768.110352
	Iteration 0F: 2 clusters Score -9276534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -9229543.000000 Penalty: 5536.220703
	Iteration 0F: 3 clusters Score -9229543 nChanged 32747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -9247663.000000 Penalty: 5536.220703
	Iteration 1F: 3 clusters Score -9247663 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9248220.000000 Penalty: 5536.220703
	Iteration 2Q: 3 clusters Score -9248220 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -9248739.000000 Penalty: 5536.220703
	Iteration 3Q: 3 clusters Score -9248739 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -9249325.000000 Penalty: 5536.220703
	Iteration 4Q: 3 clusters Score -9249325 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9250074.000000 Penalty: 5536.220703
	Iteration 5Q: 3 clusters Score -9250074 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9251094.000000 Penalty: 5536.220703
	Iteration 6Q: 3 clusters Score -9251094 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -9252703.000000 Penalty: 5536.220703
	Iteration 7Q: 3 clusters Score -9252703 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -9255114.000000 Penalty: 5536.220703
	Iteration 8F: 3 clusters Score -9255114 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -9258319.000000 Penalty: 5536.220703
	Iteration 9F: 3 clusters Score -9258319 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -9261885.000000 Penalty: 5536.220703
	Iteration 10F: 3 clusters Score -9261885 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -9265307.000000 Penalty: 5536.220703
	Iteration 11F: 3 clusters Score -9265307 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -9268067.000000 Penalty: 5536.220703
	Iteration 12F: 3 clusters Score -9268067 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -9270075.000000 Penalty: 5536.220703
	Iteration 13Q: 3 clusters Score -9270075 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -9271480.000000 Penalty: 5536.220703
	Iteration 14Q: 3 clusters Score -9271480 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -9272436.000000 Penalty: 5536.220703
	Iteration 15Q: 3 clusters Score -9272436 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9273091.000000 Penalty: 5536.220703
	Iteration 16Q: 3 clusters Score -9273091 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -9273475.000000 Penalty: 5536.220703
	Iteration 17Q: 3 clusters Score -9273475 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -9273741.000000 Penalty: 5536.220703
	Iteration 18Q: 3 clusters Score -9273741 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -9273919.000000 Penalty: 5536.220703
	Iteration 19Q: 3 clusters Score -9273919 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -9274041.000000 Penalty: 5536.220703
	Iteration 20F: 3 clusters Score -9274041 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -9274080.000000 Penalty: 5536.220703
	Iteration 21Q: 3 clusters Score -9274080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -9274116.000000 Penalty: 5536.220703
	Iteration 22Q: 3 clusters Score -9274116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -9274175.000000 Penalty: 5536.220703
	Iteration 23Q: 3 clusters Score -9274175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -9274199.000000 Penalty: 5536.220703
	Iteration 24Q: 3 clusters Score -9274199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -9274212.000000 Penalty: 5536.220703
	Iteration 25Q: 3 clusters Score -9274212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -9274235.000000 Penalty: 5536.220703
	Iteration 26Q: 3 clusters Score -9274235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -9274249.000000 Penalty: 5536.220703
	Iteration 27Q: 3 clusters Score -9274249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -9274260.000000 Penalty: 5536.220703
	Iteration 28Q: 3 clusters Score -9274260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -9274271.000000 Penalty: 5536.220703
	Iteration 29Q: 3 clusters Score -9274271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -9274275.000000 Penalty: 5536.220703
	Iteration 30Q: 3 clusters Score -9274275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -9274284.000000 Penalty: 5536.220703
	Iteration 31Q: 3 clusters Score -9274284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -9274292.000000 Penalty: 5536.220703
	Iteration 32Q: 3 clusters Score -9274292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -9274292.000000 Penalty: 5536.220703
	Iteration 33Q: 3 clusters Score -9274292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -9274297.000000 Penalty: 5536.220703
	Iteration 34Q: 3 clusters Score -9274297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -9274301.000000 Penalty: 5536.220703
	Iteration 35Q: 3 clusters Score -9274301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -9274292.000000 Penalty: 5536.220703
	Iteration 36Q: 3 clusters Score -9274292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -9274303.000000 Penalty: 5536.220703
	Iteration 37Q: 3 clusters Score -9274303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -9274311.000000 Penalty: 5536.220703
	Iteration 38Q: 3 clusters Score -9274311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -9274307.000000 Penalty: 5536.220703
	Iteration 39Q: 3 clusters Score -9274307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -9274312.000000 Penalty: 5536.220703
	Iteration 40F: 3 clusters Score -9274312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -9274315.000000 Penalty: 5536.220703
	Iteration 41Q: 3 clusters Score -9274315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -9274315.000000 Penalty: 5536.220703
	Iteration 42F: 3 clusters Score -9274315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71184.070312 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71184.07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71502.781250 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71502.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71649.992188 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71649.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71748.992188 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -71748.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71799.062500 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -71799.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71818.296875 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71844.539062 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71844.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71894.890625 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -71894.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71941.968750 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -71941.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71984.101562 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -71984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72013.898438 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72037.640625 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72037.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72050.804688 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -72050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72054.812500 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -72054.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72062.875000 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -72062.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72068.609375 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -72068.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72074.453125 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -72074.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72084.070312 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -72084.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72093.312500 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -72093.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72107.382812 Penalty: 3185.124756
	Iteration 19Q: 3 clusters Score -72107.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72113.671875 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -72113.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72116.867188 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -72116.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72124.335938 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -72124.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72129.109375 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -72129.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72133.890625 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -72133.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72133.890625 Penalty: 3185.124756
	Iteration 25F: 3 clusters Score -72133.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Entering Unmasked Estep 
Score: -4089232.500000 Penalty: 2568.546875
	Iteration 0F: 2 clusters Score -4089232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4067695.500000 Penalty: 5137.093750
	Iteration 0F: 3 clusters Score -4067696 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4075738.250000 Penalty: 5137.093750
	Iteration 1F: 3 clusters Score -4075738 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4076584.500000 Penalty: 5137.093750
	Iteration 2F: 3 clusters Score -4076584 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4077388.750000 Penalty: 5137.093750
	Iteration 3F: 3 clusters Score -4077389 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -4078209.000000 Penalty: 5137.093750
	Iteration 4F: 3 clusters Score -4078209 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4079013.000000 Penalty: 5137.093750
	Iteration 5F: 3 clusters Score -4079013 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4079729.000000 Penalty: 5137.093750
	Iteration 6F: 3 clusters Score -4079729 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4080361.750000 Penalty: 5137.093750
	Iteration 7Q: 3 clusters Score -4080362 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4080974.750000 Penalty: 5137.093750
	Iteration 8Q: 3 clusters Score -4080975 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4081606.000000 Penalty: 5137.093750
	Iteration 9Q: 3 clusters Score -4081606 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4082255.000000 Penalty: 5137.093750
	Iteration 10Q: 3 clusters Score -4082255 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4082996.500000 Penalty: 5137.093750
	Iteration 11Q: 3 clusters Score -4082996 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4083778.000000 Penalty: 5137.093750
	Iteration 12Q: 3 clusters Score -4083778 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4084545.000000 Penalty: 5137.093750
	Iteration 13Q: 3 clusters Score -4084545 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4085215.000000 Penalty: 5137.093750
	Iteration 14Q: 3 clusters Score -4085215 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4085773.500000 Penalty: 5137.093750
	Iteration 15Q: 3 clusters Score -4085774 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4086244.500000 Penalty: 5137.093750
	Iteration 16Q: 3 clusters Score -4086244 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4086606.250000 Penalty: 5137.093750
	Iteration 17Q: 3 clusters Score -4086606 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4086837.750000 Penalty: 5137.093750
	Iteration 18Q: 3 clusters Score -4086838 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4086983.500000 Penalty: 5137.093750
	Iteration 19Q: 3 clusters Score -4086984 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4087086.250000 Penalty: 5137.093750
	Iteration 20F: 3 clusters Score -4087086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4087151.500000 Penalty: 5137.093750
	Iteration 21Q: 3 clusters Score -4087152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4087192.750000 Penalty: 5137.093750
	Iteration 22Q: 3 clusters Score -4087193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4087230.750000 Penalty: 5137.093750
	Iteration 23Q: 3 clusters Score -4087231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4087262.750000 Penalty: 5137.093750
	Iteration 24Q: 3 clusters Score -4087263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4087292.250000 Penalty: 5137.093750
	Iteration 25Q: 3 clusters Score -4087292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4087308.750000 Penalty: 5137.093750
	Iteration 26Q: 3 clusters Score -4087309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4087321.750000 Penalty: 5137.093750
	Iteration 27Q: 3 clusters Score -4087322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4087338.500000 Penalty: 5137.093750
	Iteration 28Q: 3 clusters Score -4087338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4087347.750000 Penalty: 5137.093750
	Iteration 29Q: 3 clusters Score -4087348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4087366.000000 Penalty: 5137.093750
	Iteration 30Q: 3 clusters Score -4087366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4087372.000000 Penalty: 5137.093750
	Iteration 31Q: 3 clusters Score -4087372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4087378.750000 Penalty: 5137.093750
	Iteration 32Q: 3 clusters Score -4087379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4087378.250000 Penalty: 5137.093750
	Iteration 33Q: 3 clusters Score -4087378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4087385.750000 Penalty: 5137.093750
	Iteration 34Q: 3 clusters Score -4087386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4087387.750000 Penalty: 5137.093750
	Iteration 35Q: 3 clusters Score -4087388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4087391.500000 Penalty: 5137.093750
	Iteration 36Q: 3 clusters Score -4087392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4087389.000000 Penalty: 5137.093750
	Iteration 37Q: 3 clusters Score -4087389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4087389.000000 Penalty: 5137.093750
	Iteration 38F: 3 clusters Score -4087389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72206.929688 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72206.93 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72898.164062 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72898.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73416.671875 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -73416.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73562.375000 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -73562.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73614.085938 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -73614.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73641.523438 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73641.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73652.460938 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73652.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73653.546875 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73653.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73653.546875 Penalty: 3209.516602
	Iteration 8F: 3 clusters Score -73653.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 111 members 
Entering Unmasked Estep 
Score: -19576.789062 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19576.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19774.818359 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19774.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19890.154297 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -19890.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19963.859375 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19963.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19963.859375 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -19963.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -76007.656250 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -76007.66 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 381 members 
Entering Unmasked Estep 
Score: -74288.140625 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -74288.14 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74598.976562 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -74598.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74692.359375 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -74692.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74780.109375 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -74780.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74806.226562 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -74806.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74826.906250 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -74826.91 nChanged 10
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: -74837.500000 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -74837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74847.812500 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -74847.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74852.968750 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -74852.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74861.515625 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -74861.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74863.929688 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -74863.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74870.539062 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -74870.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74875.257812 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -74875.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74878.132812 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -74878.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74883.250000 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -74883.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74889.796875 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -74889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74897.375000 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -74897.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74901.062500 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -74901.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74907.695312 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -74907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74908.250000 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -74908.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74908.250000 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -74908.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -214615.375000 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -214615.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -212201.750000 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -212201.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212600.265625 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -212600.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212699.437500 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -212699.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -212752.171875 Penalty: 3690.604004
	Iteration 3Q: 3 clusters Score -212752.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212799.421875 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -212799.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212847.828125 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -212847.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212888.468750 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -212888.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212919.296875 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -212919.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -212941.718750 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -212941.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -212964.765625 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -212964.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212985.281250 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -212985.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213004.687500 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -213004.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213024.953125 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -213025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -213048.812500 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -213048.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -213079.046875 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -213079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -213105.171875 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -213105.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -213130.796875 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -213130.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213157.781250 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -213157.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -213181.859375 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -213181.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -213213.843750 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -213213.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -213240.656250 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -213240.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -213254.656250 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -213254.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -213270.828125 Penalty: 3690.604004
	Iteration 22Q: 3 clusters Score -213270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -213300.437500 Penalty: 3690.604004
	Iteration 23Q: 3 clusters Score -213300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -213331.953125 Penalty: 3690.604004
	Iteration 24Q: 3 clusters Score -213332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -213357.828125 Penalty: 3690.604004
	Iteration 25Q: 3 clusters Score -213357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -213375.218750 Penalty: 3690.604004
	Iteration 26Q: 3 clusters Score -213375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -213386.937500 Penalty: 3690.604004
	Iteration 27Q: 3 clusters Score -213386.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -213403.031250 Penalty: 3690.604004
	Iteration 28Q: 3 clusters Score -213403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -213420.046875 Penalty: 3690.604004
	Iteration 29Q: 3 clusters Score -213420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -213436.781250 Penalty: 3690.604004
	Iteration 30Q: 3 clusters Score -213436.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -213458.656250 Penalty: 3690.604004
	Iteration 31Q: 3 clusters Score -213458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -213473.750000 Penalty: 3690.604004
	Iteration 32Q: 3 clusters Score -213473.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -213491.343750 Penalty: 3690.604004
	Iteration 33Q: 3 clusters Score -213491.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -213518.953125 Penalty: 3690.604004
	Iteration 34Q: 3 clusters Score -213519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -213538.750000 Penalty: 3690.604004
	Iteration 35Q: 3 clusters Score -213538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213563.421875 Penalty: 3690.604004
	Iteration 36Q: 3 clusters Score -213563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213582.796875 Penalty: 3690.604004
	Iteration 37Q: 3 clusters Score -213582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -213595.765625 Penalty: 3690.604004
	Iteration 38Q: 3 clusters Score -213595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -213610.515625 Penalty: 3690.604004
	Iteration 39Q: 3 clusters Score -213610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213626.984375 Penalty: 3690.604004
	Iteration 40F: 3 clusters Score -213627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -213645.203125 Penalty: 3690.604004
	Iteration 41Q: 3 clusters Score -213645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -213650.468750 Penalty: 3690.604004
	Iteration 42Q: 3 clusters Score -213650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -213654.609375 Penalty: 3690.604004
	Iteration 43Q: 3 clusters Score -213654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213657.125000 Penalty: 3690.604004
	Iteration 44Q: 3 clusters Score -213657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213657.125000 Penalty: 3690.604004
	Iteration 45F: 3 clusters Score -213657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 95 members 
Entering Unmasked Estep 
Score: -19169.503906 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19169.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19246.966797 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19246.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19268.500000 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19277.826172 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19277.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19277.826172 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19277.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 171683 members 
Mstep: Class 5 contains 24120 members 
Mstep: Class 6 contains 150100 members 
Mstep: Class 7 contains 133391 members 
Mstep: Class 8 contains 13191 members 
Mstep: Class 9 contains 178540 members 
Mstep: Class 10 contains 37262 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49027 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70385 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31478 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426712.000000 Penalty: 88796.882812
Iteration 159Q: 27 clusters Score -1.264267e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 171689 members 
Mstep: Class 5 contains 24123 members 
Mstep: Class 6 contains 150088 members 
Mstep: Class 7 contains 133333 members 
Mstep: Class 8 contains 13194 members 
Mstep: Class 9 contains 178500 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49036 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70388 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31475 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426648.000000 Penalty: 88796.882812
Iteration 160F: 27 clusters Score -1.264266e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 171697 members 
Mstep: Class 5 contains 24130 members 
Mstep: Class 6 contains 150064 members 
Mstep: Class 7 contains 133288 members 
Mstep: Class 8 contains 13196 members 
Mstep: Class 9 contains 178450 members 
Mstep: Class 10 contains 37399 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70398 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31470 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426672.000000 Penalty: 88796.882812
Iteration 161Q: 27 clusters Score -1.264267e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 171696 members 
Mstep: Class 5 contains 24131 members 
Mstep: Class 6 contains 150030 members 
Mstep: Class 7 contains 133261 members 
Mstep: Class 8 contains 13198 members 
Mstep: Class 9 contains 178378 members 
Mstep: Class 10 contains 37468 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49062 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 5994 members 
Mstep: Class 17 contains 7054 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31468 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426584.000000 Penalty: 88796.882812
Iteration 162Q: 27 clusters Score -1.264266e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 171687 members 
Mstep: Class 5 contains 24134 members 
Mstep: Class 6 contains 149987 members 
Mstep: Class 7 contains 133230 members 
Mstep: Class 8 contains 13199 members 
Mstep: Class 9 contains 178332 members 
Mstep: Class 10 contains 37533 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6015 members 
Mstep: Class 17 contains 7056 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70425 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31469 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426832.000000 Penalty: 88796.882812
Iteration 163Q: 27 clusters Score -1.264268e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 171710 members 
Mstep: Class 5 contains 24140 members 
Mstep: Class 6 contains 149933 members 
Mstep: Class 7 contains 133206 members 
Mstep: Class 8 contains 13201 members 
Mstep: Class 9 contains 178279 members 
Mstep: Class 10 contains 37604 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49083 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6036 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70421 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31468 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426880.000000 Penalty: 88796.882812
Iteration 164Q: 27 clusters Score -1.264269e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 171717 members 
Mstep: Class 5 contains 24147 members 
Mstep: Class 6 contains 149882 members 
Mstep: Class 7 contains 133191 members 
Mstep: Class 8 contains 13201 members 
Mstep: Class 9 contains 178230 members 
Mstep: Class 10 contains 37658 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 49093 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6055 members 
Mstep: Class 17 contains 7063 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31468 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426824.000000 Penalty: 88796.882812
Iteration 165Q: 27 clusters Score -1.264268e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 171715 members 
Mstep: Class 5 contains 24155 members 
Mstep: Class 6 contains 149850 members 
Mstep: Class 7 contains 133169 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 178202 members 
Mstep: Class 10 contains 37702 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49104 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6075 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70429 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31470 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426864.000000 Penalty: 88796.882812
Iteration 166Q: 27 clusters Score -1.264269e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 171730 members 
Mstep: Class 5 contains 24162 members 
Mstep: Class 6 contains 149826 members 
Mstep: Class 7 contains 133146 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 178150 members 
Mstep: Class 10 contains 37753 members 
Mstep: Class 11 contains 18450 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70420 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31470 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426912.000000 Penalty: 88796.882812
Iteration 167Q: 27 clusters Score -1.264269e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 171741 members 
Mstep: Class 5 contains 24162 members 
Mstep: Class 6 contains 149820 members 
Mstep: Class 7 contains 133133 members 
Mstep: Class 8 contains 13204 members 
Mstep: Class 9 contains 178106 members 
Mstep: Class 10 contains 37805 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49113 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6101 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 513 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31472 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426808.000000 Penalty: 88796.882812
Iteration 168Q: 27 clusters Score -1.264268e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171762 members 
Mstep: Class 5 contains 24168 members 
Mstep: Class 6 contains 149787 members 
Mstep: Class 7 contains 133096 members 
Mstep: Class 8 contains 13204 members 
Mstep: Class 9 contains 178087 members 
Mstep: Class 10 contains 37859 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49121 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6105 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 70419 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31472 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426696.000000 Penalty: 88796.882812
Iteration 169Q: 27 clusters Score -1.264267e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171767 members 
Mstep: Class 5 contains 24173 members 
Mstep: Class 6 contains 149761 members 
Mstep: Class 7 contains 133066 members 
Mstep: Class 8 contains 13204 members 
Mstep: Class 9 contains 178068 members 
Mstep: Class 10 contains 37911 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49121 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70412 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31474 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426728.000000 Penalty: 88796.882812
Iteration 170Q: 27 clusters Score -1.264267e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171772 members 
Mstep: Class 5 contains 24179 members 
Mstep: Class 6 contains 149757 members 
Mstep: Class 7 contains 133036 members 
Mstep: Class 8 contains 13204 members 
Mstep: Class 9 contains 178028 members 
Mstep: Class 10 contains 37963 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49123 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70411 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31474 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426832.000000 Penalty: 88796.882812
Iteration 171Q: 27 clusters Score -1.264268e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 171760 members 
Mstep: Class 5 contains 24187 members 
Mstep: Class 6 contains 149747 members 
Mstep: Class 7 contains 133014 members 
Mstep: Class 8 contains 13204 members 
Mstep: Class 9 contains 177989 members 
Mstep: Class 10 contains 38028 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3656 members 
Mstep: Class 14 contains 49123 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 7063 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70411 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31476 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426696.000000 Penalty: 88796.882812
Iteration 172Q: 27 clusters Score -1.264267e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171751 members 
Mstep: Class 5 contains 24198 members 
Mstep: Class 6 contains 149709 members 
Mstep: Class 7 contains 132996 members 
Mstep: Class 8 contains 13204 members 
Mstep: Class 9 contains 177965 members 
Mstep: Class 10 contains 38105 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 49121 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70408 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31473 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426848.000000 Penalty: 88796.882812
Iteration 173Q: 27 clusters Score -1.264268e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 171758 members 
Mstep: Class 5 contains 24207 members 
Mstep: Class 6 contains 149667 members 
Mstep: Class 7 contains 132974 members 
Mstep: Class 8 contains 13203 members 
Mstep: Class 9 contains 177927 members 
Mstep: Class 10 contains 38165 members 
Mstep: Class 11 contains 18448 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 49128 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6176 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70409 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31476 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427072.000000 Penalty: 88796.882812
Iteration 174Q: 27 clusters Score -1.264271e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 171764 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 149643 members 
Mstep: Class 7 contains 132947 members 
Mstep: Class 8 contains 13205 members 
Mstep: Class 9 contains 177909 members 
Mstep: Class 10 contains 38228 members 
Mstep: Class 11 contains 18444 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 49137 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6184 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70401 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31473 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427168.000000 Penalty: 88796.882812
Iteration 175Q: 27 clusters Score -1.264272e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 171786 members 
Mstep: Class 5 contains 24217 members 
Mstep: Class 6 contains 149624 members 
Mstep: Class 7 contains 132893 members 
Mstep: Class 8 contains 13207 members 
Mstep: Class 9 contains 177895 members 
Mstep: Class 10 contains 38291 members 
Mstep: Class 11 contains 18442 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 49146 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 7068 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70395 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31468 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427008.000000 Penalty: 88796.882812
Iteration 176Q: 27 clusters Score -1.26427e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171791 members 
Mstep: Class 5 contains 24221 members 
Mstep: Class 6 contains 149584 members 
Mstep: Class 7 contains 132846 members 
Mstep: Class 8 contains 13208 members 
Mstep: Class 9 contains 177890 members 
Mstep: Class 10 contains 38354 members 
Mstep: Class 11 contains 18443 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 49151 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6193 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70403 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31465 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427064.000000 Penalty: 88796.882812
Iteration 177Q: 27 clusters Score -1.264271e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171799 members 
Mstep: Class 5 contains 24228 members 
Mstep: Class 6 contains 149548 members 
Mstep: Class 7 contains 132810 members 
Mstep: Class 8 contains 13211 members 
Mstep: Class 9 contains 177873 members 
Mstep: Class 10 contains 38410 members 
Mstep: Class 11 contains 18442 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49149 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6204 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 70403 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31458 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426984.000000 Penalty: 88796.882812
Iteration 178Q: 27 clusters Score -1.26427e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171800 members 
Mstep: Class 5 contains 24235 members 
Mstep: Class 6 contains 149506 members 
Mstep: Class 7 contains 132786 members 
Mstep: Class 8 contains 13213 members 
Mstep: Class 9 contains 177870 members 
Mstep: Class 10 contains 38465 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49146 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6204 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 70404 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31456 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427016.000000 Penalty: 88796.882812
Iteration 179Q: 27 clusters Score -1.26427e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 171791 members 
Mstep: Class 5 contains 24237 members 
Mstep: Class 6 contains 149451 members 
Mstep: Class 7 contains 132777 members 
Mstep: Class 8 contains 13215 members 
Mstep: Class 9 contains 177854 members 
Mstep: Class 10 contains 38534 members 
Mstep: Class 11 contains 18442 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49144 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70412 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31450 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427088.000000 Penalty: 88796.882812
Iteration 180F: 27 clusters Score -1.264271e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171791 members 
Mstep: Class 5 contains 24235 members 
Mstep: Class 6 contains 149387 members 
Mstep: Class 7 contains 132778 members 
Mstep: Class 8 contains 13218 members 
Mstep: Class 9 contains 177830 members 
Mstep: Class 10 contains 38606 members 
Mstep: Class 11 contains 18440 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49144 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6229 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70421 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31444 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427152.000000 Penalty: 88796.882812
Iteration 181Q: 27 clusters Score -1.264272e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171788 members 
Mstep: Class 5 contains 24232 members 
Mstep: Class 6 contains 149309 members 
Mstep: Class 7 contains 132780 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 177824 members 
Mstep: Class 10 contains 38671 members 
Mstep: Class 11 contains 18437 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49154 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31439 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427040.000000 Penalty: 88796.882812
Iteration 182Q: 27 clusters Score -1.26427e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171786 members 
Mstep: Class 5 contains 24233 members 
Mstep: Class 6 contains 149257 members 
Mstep: Class 7 contains 132779 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 177806 members 
Mstep: Class 10 contains 38720 members 
Mstep: Class 11 contains 18437 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49159 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6252 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70427 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31435 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427120.000000 Penalty: 88796.882812
Iteration 183Q: 27 clusters Score -1.264271e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171772 members 
Mstep: Class 5 contains 24236 members 
Mstep: Class 6 contains 149186 members 
Mstep: Class 7 contains 132789 members 
Mstep: Class 8 contains 13219 members 
Mstep: Class 9 contains 177794 members 
Mstep: Class 10 contains 38775 members 
Mstep: Class 11 contains 18438 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49163 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6267 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70429 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31432 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427152.000000 Penalty: 88796.882812
Iteration 184Q: 27 clusters Score -1.264272e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 171769 members 
Mstep: Class 5 contains 24238 members 
Mstep: Class 6 contains 149138 members 
Mstep: Class 7 contains 132783 members 
Mstep: Class 8 contains 13220 members 
Mstep: Class 9 contains 177775 members 
Mstep: Class 10 contains 38822 members 
Mstep: Class 11 contains 18437 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49170 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70430 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31431 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427288.000000 Penalty: 88796.882812
Iteration 185Q: 27 clusters Score -1.264273e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 171748 members 
Mstep: Class 5 contains 24246 members 
Mstep: Class 6 contains 149079 members 
Mstep: Class 7 contains 132774 members 
Mstep: Class 8 contains 13222 members 
Mstep: Class 9 contains 177769 members 
Mstep: Class 10 contains 38875 members 
Mstep: Class 11 contains 18433 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49180 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31428 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 88796.882812
Iteration 186Q: 27 clusters Score -1.264273e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 171743 members 
Mstep: Class 5 contains 24251 members 
Mstep: Class 6 contains 149025 members 
Mstep: Class 7 contains 132772 members 
Mstep: Class 8 contains 13225 members 
Mstep: Class 9 contains 177733 members 
Mstep: Class 10 contains 38931 members 
Mstep: Class 11 contains 18434 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49184 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70427 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31418 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 88796.882812
Iteration 187Q: 27 clusters Score -1.264273e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 171749 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 148968 members 
Mstep: Class 7 contains 132769 members 
Mstep: Class 8 contains 13228 members 
Mstep: Class 9 contains 177687 members 
Mstep: Class 10 contains 39005 members 
Mstep: Class 11 contains 18432 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49187 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70431 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31411 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427288.000000 Penalty: 88796.882812
Iteration 188Q: 27 clusters Score -1.264273e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 171760 members 
Mstep: Class 5 contains 24259 members 
Mstep: Class 6 contains 148906 members 
Mstep: Class 7 contains 132764 members 
Mstep: Class 8 contains 13230 members 
Mstep: Class 9 contains 177647 members 
Mstep: Class 10 contains 39078 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49185 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 7070 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 70436 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31409 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427192.000000 Penalty: 88796.882812
Iteration 189Q: 27 clusters Score -1.264272e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 171765 members 
Mstep: Class 5 contains 24263 members 
Mstep: Class 6 contains 148859 members 
Mstep: Class 7 contains 132747 members 
Mstep: Class 8 contains 13232 members 
Mstep: Class 9 contains 177600 members 
Mstep: Class 10 contains 39158 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49190 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 70425 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31410 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 88796.882812
Iteration 190Q: 27 clusters Score -1.264273e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 171775 members 
Mstep: Class 5 contains 24260 members 
Mstep: Class 6 contains 148808 members 
Mstep: Class 7 contains 132731 members 
Mstep: Class 8 contains 13232 members 
Mstep: Class 9 contains 177564 members 
Mstep: Class 10 contains 39236 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49188 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31407 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427520.000000 Penalty: 88796.882812
Iteration 191Q: 27 clusters Score -1.264275e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 171753 members 
Mstep: Class 5 contains 24263 members 
Mstep: Class 6 contains 148775 members 
Mstep: Class 7 contains 132721 members 
Mstep: Class 8 contains 13232 members 
Mstep: Class 9 contains 177518 members 
Mstep: Class 10 contains 39299 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49200 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70430 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31407 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427616.000000 Penalty: 88796.882812
Iteration 192Q: 27 clusters Score -1.264276e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 171733 members 
Mstep: Class 5 contains 24264 members 
Mstep: Class 6 contains 148720 members 
Mstep: Class 7 contains 132712 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 9 contains 177497 members 
Mstep: Class 10 contains 39360 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49207 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70434 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31404 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427544.000000 Penalty: 88796.882812
Iteration 193Q: 27 clusters Score -1.264275e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 171712 members 
Mstep: Class 5 contains 24266 members 
Mstep: Class 6 contains 148660 members 
Mstep: Class 7 contains 132705 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 9 contains 177498 members 
Mstep: Class 10 contains 39422 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49214 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70434 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427552.000000 Penalty: 88796.882812
Iteration 194Q: 27 clusters Score -1.264276e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 171695 members 
Mstep: Class 5 contains 24261 members 
Mstep: Class 6 contains 148598 members 
Mstep: Class 7 contains 132694 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 9 contains 177515 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 18427 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49212 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70440 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31401 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427456.000000 Penalty: 88796.882812
Iteration 195Q: 27 clusters Score -1.264275e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 171684 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 148541 members 
Mstep: Class 7 contains 132695 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 9 contains 177503 members 
Mstep: Class 10 contains 39539 members 
Mstep: Class 11 contains 18422 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 49214 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6466 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70449 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31402 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427408.000000 Penalty: 88796.882812
Iteration 196Q: 27 clusters Score -1.264274e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 171679 members 
Mstep: Class 5 contains 24250 members 
Mstep: Class 6 contains 148465 members 
Mstep: Class 7 contains 132688 members 
Mstep: Class 8 contains 13234 members 
Mstep: Class 9 contains 177504 members 
Mstep: Class 10 contains 39598 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 49213 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70459 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31399 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427480.000000 Penalty: 88796.882812
Iteration 197Q: 27 clusters Score -1.264275e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 171680 members 
Mstep: Class 5 contains 24251 members 
Mstep: Class 6 contains 148397 members 
Mstep: Class 7 contains 132679 members 
Mstep: Class 8 contains 13234 members 
Mstep: Class 9 contains 177506 members 
Mstep: Class 10 contains 39655 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 49213 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70462 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31398 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 88796.882812
Iteration 198Q: 27 clusters Score -1.264274e+08 nChanged 397
Entering ConstructFrom: 
Score: -126427360.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Entering Unmasked Estep 
Score: -5548953.000000 Penalty: 2631.505127
	Iteration 0F: 2 clusters Score -5548953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -5521484.500000 Penalty: 5263.010254
	Iteration 0F: 3 clusters Score -5521484 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5531796.500000 Penalty: 5263.010254
	Iteration 1F: 3 clusters Score -5531796 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5532302.000000 Penalty: 5263.010254
	Iteration 2Q: 3 clusters Score -5532302 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5532924.000000 Penalty: 5263.010254
	Iteration 3Q: 3 clusters Score -5532924 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5533703.000000 Penalty: 5263.010254
	Iteration 4Q: 3 clusters Score -5533703 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5534789.000000 Penalty: 5263.010254
	Iteration 5F: 3 clusters Score -5534789 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5536222.500000 Penalty: 5263.010254
	Iteration 6F: 3 clusters Score -5536222 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5537987.000000 Penalty: 5263.010254
	Iteration 7F: 3 clusters Score -5537987 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -5540116.500000 Penalty: 5263.010254
	Iteration 8F: 3 clusters Score -5540116 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5542072.500000 Penalty: 5263.010254
	Iteration 9F: 3 clusters Score -5542072 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -5543341.500000 Penalty: 5263.010254
	Iteration 10Q: 3 clusters Score -5543342 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -5543955.500000 Penalty: 5263.010254
	Iteration 11Q: 3 clusters Score -5543956 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -5544297.500000 Penalty: 5263.010254
	Iteration 12Q: 3 clusters Score -5544298 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5544572.500000 Penalty: 5263.010254
	Iteration 13Q: 3 clusters Score -5544572 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -5544813.500000 Penalty: 5263.010254
	Iteration 14Q: 3 clusters Score -5544814 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5545032.000000 Penalty: 5263.010254
	Iteration 15Q: 3 clusters Score -5545032 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -5545195.500000 Penalty: 5263.010254
	Iteration 16Q: 3 clusters Score -5545196 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5545338.500000 Penalty: 5263.010254
	Iteration 17Q: 3 clusters Score -5545338 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5545406.000000 Penalty: 5263.010254
	Iteration 18Q: 3 clusters Score -5545406 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5545502.000000 Penalty: 5263.010254
	Iteration 19Q: 3 clusters Score -5545502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -5545578.500000 Penalty: 5263.010254
	Iteration 20F: 3 clusters Score -5545578 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -5545655.500000 Penalty: 5263.010254
	Iteration 21Q: 3 clusters Score -5545656 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -5545735.500000 Penalty: 5263.010254
	Iteration 22Q: 3 clusters Score -5545736 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -5545820.000000 Penalty: 5263.010254
	Iteration 23Q: 3 clusters Score -5545820 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -5545878.000000 Penalty: 5263.010254
	Iteration 24Q: 3 clusters Score -5545878 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -5545912.500000 Penalty: 5263.010254
	Iteration 25Q: 3 clusters Score -5545912 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5545972.500000 Penalty: 5263.010254
	Iteration 26Q: 3 clusters Score -5545972 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5546035.000000 Penalty: 5263.010254
	Iteration 27Q: 3 clusters Score -5546035 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5546055.500000 Penalty: 5263.010254
	Iteration 28Q: 3 clusters Score -5546056 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5546097.000000 Penalty: 5263.010254
	Iteration 29Q: 3 clusters Score -5546097 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -5546123.500000 Penalty: 5263.010254
	Iteration 30Q: 3 clusters Score -5546124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5546149.000000 Penalty: 5263.010254
	Iteration 31Q: 3 clusters Score -5546149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5546180.000000 Penalty: 5263.010254
	Iteration 32Q: 3 clusters Score -5546180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5546224.500000 Penalty: 5263.010254
	Iteration 33Q: 3 clusters Score -5546224 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5546257.000000 Penalty: 5263.010254
	Iteration 34Q: 3 clusters Score -5546257 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5546286.500000 Penalty: 5263.010254
	Iteration 35Q: 3 clusters Score -5546286 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5546308.500000 Penalty: 5263.010254
	Iteration 36Q: 3 clusters Score -5546308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5546345.500000 Penalty: 5263.010254
	Iteration 37Q: 3 clusters Score -5546346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -5546358.500000 Penalty: 5263.010254
	Iteration 38Q: 3 clusters Score -5546358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5546392.500000 Penalty: 5263.010254
	Iteration 39Q: 3 clusters Score -5546392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5546420.500000 Penalty: 5263.010254
	Iteration 40F: 3 clusters Score -5546420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5546439.000000 Penalty: 5263.010254
	Iteration 41Q: 3 clusters Score -5546439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -5546467.500000 Penalty: 5263.010254
	Iteration 42Q: 3 clusters Score -5546468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5546488.500000 Penalty: 5263.010254
	Iteration 43Q: 3 clusters Score -5546488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5546506.000000 Penalty: 5263.010254
	Iteration 44Q: 3 clusters Score -5546506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -5546531.000000 Penalty: 5263.010254
	Iteration 45Q: 3 clusters Score -5546531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5546545.500000 Penalty: 5263.010254
	Iteration 46Q: 3 clusters Score -5546546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -5546573.000000 Penalty: 5263.010254
	Iteration 47Q: 3 clusters Score -5546573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5546590.000000 Penalty: 5263.010254
	Iteration 48Q: 3 clusters Score -5546590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5546600.000000 Penalty: 5263.010254
	Iteration 49Q: 3 clusters Score -5546600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5546611.500000 Penalty: 5263.010254
	Iteration 50Q: 3 clusters Score -5546612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5546614.500000 Penalty: 5263.010254
	Iteration 51Q: 3 clusters Score -5546614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5546615.000000 Penalty: 5263.010254
	Iteration 52Q: 3 clusters Score -5546615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5546622.000000 Penalty: 5263.010254
	Iteration 53Q: 3 clusters Score -5546622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5546639.000000 Penalty: 5263.010254
	Iteration 54Q: 3 clusters Score -5546639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5546654.000000 Penalty: 5263.010254
	Iteration 55Q: 3 clusters Score -5546654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -5546665.500000 Penalty: 5263.010254
	Iteration 56Q: 3 clusters Score -5546666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5546674.500000 Penalty: 5263.010254
	Iteration 57Q: 3 clusters Score -5546674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5546681.500000 Penalty: 5263.010254
	Iteration 58Q: 3 clusters Score -5546682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -5546690.000000 Penalty: 5263.010254
	Iteration 59Q: 3 clusters Score -5546690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5546696.500000 Penalty: 5263.010254
	Iteration 60F: 3 clusters Score -5546696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -5546704.500000 Penalty: 5263.010254
	Iteration 61Q: 3 clusters Score -5546704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5546711.000000 Penalty: 5263.010254
	Iteration 62Q: 3 clusters Score -5546711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5546717.000000 Penalty: 5263.010254
	Iteration 63Q: 3 clusters Score -5546717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5546725.000000 Penalty: 5263.010254
	Iteration 64Q: 3 clusters Score -5546725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5546726.000000 Penalty: 5263.010254
	Iteration 65Q: 3 clusters Score -5546726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5546741.500000 Penalty: 5263.010254
	Iteration 66Q: 3 clusters Score -5546742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5546743.500000 Penalty: 5263.010254
	Iteration 67Q: 3 clusters Score -5546744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5546739.500000 Penalty: 5263.010254
	Iteration 68Q: 3 clusters Score -5546740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5546746.000000 Penalty: 5263.010254
	Iteration 69Q: 3 clusters Score -5546746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -5546748.500000 Penalty: 5263.010254
	Iteration 70Q: 3 clusters Score -5546748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5546750.000000 Penalty: 5263.010254
	Iteration 71Q: 3 clusters Score -5546750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5546753.500000 Penalty: 5263.010254
	Iteration 72Q: 3 clusters Score -5546754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5546745.000000 Penalty: 5263.010254
	Iteration 73Q: 3 clusters Score -5546745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -5546750.500000 Penalty: 5263.010254
	Iteration 74Q: 3 clusters Score -5546750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5546753.000000 Penalty: 5263.010254
	Iteration 75Q: 3 clusters Score -5546753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5546748.500000 Penalty: 5263.010254
	Iteration 76Q: 3 clusters Score -5546748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5546753.000000 Penalty: 5263.010254
	Iteration 77Q: 3 clusters Score -5546753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -5546753.500000 Penalty: 5263.010254
	Iteration 78Q: 3 clusters Score -5546754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -5546750.500000 Penalty: 5263.010254
	Iteration 79Q: 3 clusters Score -5546750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5546751.000000 Penalty: 5263.010254
	Iteration 80F: 3 clusters Score -5546751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -5546750.500000 Penalty: 5263.010254
	Iteration 81Q: 3 clusters Score -5546750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5546756.500000 Penalty: 5263.010254
	Iteration 82Q: 3 clusters Score -5546756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -5546756.500000 Penalty: 5263.010254
	Iteration 83Q: 3 clusters Score -5546756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5546752.000000 Penalty: 5263.010254
	Iteration 84Q: 3 clusters Score -5546752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5546760.000000 Penalty: 5263.010254
	Iteration 85Q: 3 clusters Score -5546760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5546756.000000 Penalty: 5263.010254
	Iteration 86Q: 3 clusters Score -5546756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5546759.500000 Penalty: 5263.010254
	Iteration 87Q: 3 clusters Score -5546760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5546756.500000 Penalty: 5263.010254
	Iteration 88Q: 3 clusters Score -5546756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5546758.500000 Penalty: 5263.010254
	Iteration 89Q: 3 clusters Score -5546758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -5546764.500000 Penalty: 5263.010254
	Iteration 90Q: 3 clusters Score -5546764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5546766.000000 Penalty: 5263.010254
	Iteration 91Q: 3 clusters Score -5546766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5546770.500000 Penalty: 5263.010254
	Iteration 92Q: 3 clusters Score -5546770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -5546770.000000 Penalty: 5263.010254
	Iteration 93Q: 3 clusters Score -5546770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5546769.500000 Penalty: 5263.010254
	Iteration 94Q: 3 clusters Score -5546770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5546777.000000 Penalty: 5263.010254
	Iteration 95Q: 3 clusters Score -5546777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5546780.000000 Penalty: 5263.010254
	Iteration 96Q: 3 clusters Score -5546780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5546782.000000 Penalty: 5263.010254
	Iteration 97Q: 3 clusters Score -5546782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5546787.500000 Penalty: 5263.010254
	Iteration 98Q: 3 clusters Score -5546788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5546786.000000 Penalty: 5263.010254
	Iteration 99Q: 3 clusters Score -5546786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5546784.000000 Penalty: 5263.010254
	Iteration 100F: 3 clusters Score -5546784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5546782.000000 Penalty: 5263.010254
	Iteration 101Q: 3 clusters Score -5546782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5546779.500000 Penalty: 5263.010254
	Iteration 102Q: 3 clusters Score -5546780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -5546780.000000 Penalty: 5263.010254
	Iteration 103Q: 3 clusters Score -5546780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5546780.000000 Penalty: 5263.010254
	Iteration 104Q: 3 clusters Score -5546780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5546786.500000 Penalty: 5263.010254
	Iteration 105Q: 3 clusters Score -5546786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5546786.000000 Penalty: 5263.010254
	Iteration 106Q: 3 clusters Score -5546786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5546786.500000 Penalty: 5263.010254
	Iteration 107Q: 3 clusters Score -5546786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5546782.500000 Penalty: 5263.010254
	Iteration 108Q: 3 clusters Score -5546782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5546785.500000 Penalty: 5263.010254
	Iteration 109Q: 3 clusters Score -5546786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5546785.500000 Penalty: 5263.010254
	Iteration 110Q: 3 clusters Score -5546786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5546792.000000 Penalty: 5263.010254
	Iteration 111Q: 3 clusters Score -5546792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5546791.000000 Penalty: 5263.010254
	Iteration 112Q: 3 clusters Score -5546791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5546786.500000 Penalty: 5263.010254
	Iteration 113Q: 3 clusters Score -5546786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5546781.500000 Penalty: 5263.010254
	Iteration 114Q: 3 clusters Score -5546782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5546782.000000 Penalty: 5263.010254
	Iteration 115Q: 3 clusters Score -5546782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -5546784.500000 Penalty: 5263.010254
	Iteration 116Q: 3 clusters Score -5546784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5546786.000000 Penalty: 5263.010254
	Iteration 117Q: 3 clusters Score -5546786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5546786.000000 Penalty: 5263.010254
	Iteration 118F: 3 clusters Score -5546786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -964722.437500 Penalty: 2210.159668
	Iteration 0F: 2 clusters Score -964722.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -958547.062500 Penalty: 4420.319336
	Iteration 0F: 3 clusters Score -958547.1 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -960123.437500 Penalty: 4420.319336
	Iteration 1F: 3 clusters Score -960123.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -960400.812500 Penalty: 4420.319336
	Iteration 2F: 3 clusters Score -960400.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -960588.500000 Penalty: 4420.319336
	Iteration 3F: 3 clusters Score -960588.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -960716.125000 Penalty: 4420.319336
	Iteration 4Q: 3 clusters Score -960716.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -960806.937500 Penalty: 4420.319336
	Iteration 5Q: 3 clusters Score -960806.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -960879.125000 Penalty: 4420.319336
	Iteration 6Q: 3 clusters Score -960879.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -960939.062500 Penalty: 4420.319336
	Iteration 7Q: 3 clusters Score -960939.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -960997.125000 Penalty: 4420.319336
	Iteration 8Q: 3 clusters Score -960997.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -961047.312500 Penalty: 4420.319336
	Iteration 9Q: 3 clusters Score -961047.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -961092.187500 Penalty: 4420.319336
	Iteration 10Q: 3 clusters Score -961092.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -961125.687500 Penalty: 4420.319336
	Iteration 11Q: 3 clusters Score -961125.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -961153.187500 Penalty: 4420.319336
	Iteration 12Q: 3 clusters Score -961153.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -961177.000000 Penalty: 4420.319336
	Iteration 13Q: 3 clusters Score -961177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -961202.312500 Penalty: 4420.319336
	Iteration 14Q: 3 clusters Score -961202.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -961223.312500 Penalty: 4420.319336
	Iteration 15Q: 3 clusters Score -961223.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -961248.187500 Penalty: 4420.319336
	Iteration 16Q: 3 clusters Score -961248.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -961276.312500 Penalty: 4420.319336
	Iteration 17Q: 3 clusters Score -961276.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -961302.937500 Penalty: 4420.319336
	Iteration 18Q: 3 clusters Score -961302.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -961348.437500 Penalty: 4420.319336
	Iteration 19Q: 3 clusters Score -961348.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -961400.625000 Penalty: 4420.319336
	Iteration 20F: 3 clusters Score -961400.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -961454.500000 Penalty: 4420.319336
	Iteration 21Q: 3 clusters Score -961454.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -961514.437500 Penalty: 4420.319336
	Iteration 22Q: 3 clusters Score -961514.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -961584.812500 Penalty: 4420.319336
	Iteration 23Q: 3 clusters Score -961584.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -961673.937500 Penalty: 4420.319336
	Iteration 24Q: 3 clusters Score -961673.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -961769.250000 Penalty: 4420.319336
	Iteration 25Q: 3 clusters Score -961769.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -961856.375000 Penalty: 4420.319336
	Iteration 26Q: 3 clusters Score -961856.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -961946.937500 Penalty: 4420.319336
	Iteration 27Q: 3 clusters Score -961946.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -962043.812500 Penalty: 4420.319336
	Iteration 28Q: 3 clusters Score -962043.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -962160.812500 Penalty: 4420.319336
	Iteration 29Q: 3 clusters Score -962160.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -962280.875000 Penalty: 4420.319336
	Iteration 30Q: 3 clusters Score -962280.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -962372.500000 Penalty: 4420.319336
	Iteration 31Q: 3 clusters Score -962372.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -962444.187500 Penalty: 4420.319336
	Iteration 32Q: 3 clusters Score -962444.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -962530.000000 Penalty: 4420.319336
	Iteration 33Q: 3 clusters Score -962530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -962601.625000 Penalty: 4420.319336
	Iteration 34Q: 3 clusters Score -962601.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -962663.125000 Penalty: 4420.319336
	Iteration 35Q: 3 clusters Score -962663.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -962712.625000 Penalty: 4420.319336
	Iteration 36Q: 3 clusters Score -962712.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -962751.687500 Penalty: 4420.319336
	Iteration 37Q: 3 clusters Score -962751.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -962790.875000 Penalty: 4420.319336
	Iteration 38Q: 3 clusters Score -962790.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -962827.250000 Penalty: 4420.319336
	Iteration 39Q: 3 clusters Score -962827.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -962854.875000 Penalty: 4420.319336
	Iteration 40F: 3 clusters Score -962854.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -962883.687500 Penalty: 4420.319336
	Iteration 41Q: 3 clusters Score -962883.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -962904.937500 Penalty: 4420.319336
	Iteration 42Q: 3 clusters Score -962904.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -962924.062500 Penalty: 4420.319336
	Iteration 43Q: 3 clusters Score -962924.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -962938.500000 Penalty: 4420.319336
	Iteration 44Q: 3 clusters Score -962938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -962948.625000 Penalty: 4420.319336
	Iteration 45Q: 3 clusters Score -962948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -962957.125000 Penalty: 4420.319336
	Iteration 46Q: 3 clusters Score -962957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -962962.875000 Penalty: 4420.319336
	Iteration 47Q: 3 clusters Score -962962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -962968.812500 Penalty: 4420.319336
	Iteration 48Q: 3 clusters Score -962968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -962973.750000 Penalty: 4420.319336
	Iteration 49Q: 3 clusters Score -962973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -962976.312500 Penalty: 4420.319336
	Iteration 50Q: 3 clusters Score -962976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -962976.625000 Penalty: 4420.319336
	Iteration 51Q: 3 clusters Score -962976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -962979.000000 Penalty: 4420.319336
	Iteration 52Q: 3 clusters Score -962979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -962982.187500 Penalty: 4420.319336
	Iteration 53Q: 3 clusters Score -962982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -962982.875000 Penalty: 4420.319336
	Iteration 54Q: 3 clusters Score -962982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -962983.875000 Penalty: 4420.319336
	Iteration 55Q: 3 clusters Score -962983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -962984.312500 Penalty: 4420.319336
	Iteration 56Q: 3 clusters Score -962984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -962984.312500 Penalty: 4420.319336
	Iteration 57F: 3 clusters Score -962984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Entering Unmasked Estep 
Score: -1114537.625000 Penalty: 2251.530029
	Iteration 0F: 2 clusters Score -1114538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1107578.375000 Penalty: 4503.060059
	Iteration 0F: 3 clusters Score -1107578 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1109550.250000 Penalty: 4503.060059
	Iteration 1F: 3 clusters Score -1109550 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1109861.500000 Penalty: 4503.060059
	Iteration 2F: 3 clusters Score -1109862 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1110067.625000 Penalty: 4503.060059
	Iteration 3Q: 3 clusters Score -1110068 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1110248.500000 Penalty: 4503.060059
	Iteration 4Q: 3 clusters Score -1110248 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1110437.125000 Penalty: 4503.060059
	Iteration 5Q: 3 clusters Score -1110437 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1110610.875000 Penalty: 4503.060059
	Iteration 6Q: 3 clusters Score -1110611 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1110794.125000 Penalty: 4503.060059
	Iteration 7Q: 3 clusters Score -1110794 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1110976.250000 Penalty: 4503.060059
	Iteration 8Q: 3 clusters Score -1110976 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1111175.750000 Penalty: 4503.060059
	Iteration 9Q: 3 clusters Score -1111176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1111401.625000 Penalty: 4503.060059
	Iteration 10Q: 3 clusters Score -1111402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1111596.625000 Penalty: 4503.060059
	Iteration 11Q: 3 clusters Score -1111597 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1111793.500000 Penalty: 4503.060059
	Iteration 12Q: 3 clusters Score -1111794 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1111974.250000 Penalty: 4503.060059
	Iteration 13Q: 3 clusters Score -1111974 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1112132.375000 Penalty: 4503.060059
	Iteration 14Q: 3 clusters Score -1112132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1112250.250000 Penalty: 4503.060059
	Iteration 15Q: 3 clusters Score -1112250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1112349.375000 Penalty: 4503.060059
	Iteration 16Q: 3 clusters Score -1112349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1112435.375000 Penalty: 4503.060059
	Iteration 17Q: 3 clusters Score -1112435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1112512.000000 Penalty: 4503.060059
	Iteration 18Q: 3 clusters Score -1112512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1112566.000000 Penalty: 4503.060059
	Iteration 19Q: 3 clusters Score -1112566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1112602.000000 Penalty: 4503.060059
	Iteration 20F: 3 clusters Score -1112602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1112629.500000 Penalty: 4503.060059
	Iteration 21Q: 3 clusters Score -1112630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1112650.250000 Penalty: 4503.060059
	Iteration 22Q: 3 clusters Score -1112650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1112679.375000 Penalty: 4503.060059
	Iteration 23Q: 3 clusters Score -1112679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1112695.875000 Penalty: 4503.060059
	Iteration 24Q: 3 clusters Score -1112696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1112705.500000 Penalty: 4503.060059
	Iteration 25Q: 3 clusters Score -1112706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1112714.250000 Penalty: 4503.060059
	Iteration 26Q: 3 clusters Score -1112714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1112722.250000 Penalty: 4503.060059
	Iteration 27Q: 3 clusters Score -1112722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1112737.500000 Penalty: 4503.060059
	Iteration 28Q: 3 clusters Score -1112738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1112749.125000 Penalty: 4503.060059
	Iteration 29Q: 3 clusters Score -1112749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1112758.000000 Penalty: 4503.060059
	Iteration 30Q: 3 clusters Score -1112758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1112761.500000 Penalty: 4503.060059
	Iteration 31Q: 3 clusters Score -1112762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1112766.125000 Penalty: 4503.060059
	Iteration 32Q: 3 clusters Score -1112766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1112767.250000 Penalty: 4503.060059
	Iteration 33Q: 3 clusters Score -1112767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1112767.250000 Penalty: 4503.060059
	Iteration 34F: 3 clusters Score -1112767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171688 members 
Entering Unmasked Estep 
Score: -23278806.000000 Penalty: 2989.251709
	Iteration 0F: 2 clusters Score -2.327881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -23167174.000000 Penalty: 5978.503418
	Iteration 0F: 3 clusters Score -2.316717e+07 nChanged 82469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -23214904.000000 Penalty: 5978.503418
	Iteration 1F: 3 clusters Score -2.32149e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -23215942.000000 Penalty: 5978.503418
	Iteration 2Q: 3 clusters Score -2.321594e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -23217256.000000 Penalty: 5978.503418
	Iteration 3Q: 3 clusters Score -2.321726e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -23219214.000000 Penalty: 5978.503418
	Iteration 4Q: 3 clusters Score -2.321921e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -23221696.000000 Penalty: 5978.503418
	Iteration 5Q: 3 clusters Score -2.32217e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -23225368.000000 Penalty: 5978.503418
	Iteration 6Q: 3 clusters Score -2.322537e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -23230882.000000 Penalty: 5978.503418
	Iteration 7F: 3 clusters Score -2.323088e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -23238162.000000 Penalty: 5978.503418
	Iteration 8F: 3 clusters Score -2.323816e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -23246818.000000 Penalty: 5978.503418
	Iteration 9F: 3 clusters Score -2.324682e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118178 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -23255310.000000 Penalty: 5978.503418
	Iteration 10F: 3 clusters Score -2.325531e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -23260902.000000 Penalty: 5978.503418
	Iteration 11F: 3 clusters Score -2.32609e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -23263390.000000 Penalty: 5978.503418
	Iteration 12Q: 3 clusters Score -2.326339e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127317 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -23264640.000000 Penalty: 5978.503418
	Iteration 13Q: 3 clusters Score -2.326464e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128925 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -23265164.000000 Penalty: 5978.503418
	Iteration 14Q: 3 clusters Score -2.326516e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130278 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -23265358.000000 Penalty: 5978.503418
	Iteration 15Q: 3 clusters Score -2.326536e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -23265686.000000 Penalty: 5978.503418
	Iteration 16Q: 3 clusters Score -2.326569e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132578 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -23265884.000000 Penalty: 5978.503418
	Iteration 17Q: 3 clusters Score -2.326588e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133625 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -23266130.000000 Penalty: 5978.503418
	Iteration 18Q: 3 clusters Score -2.326613e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134595 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -23266316.000000 Penalty: 5978.503418
	Iteration 19Q: 3 clusters Score -2.326632e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135549 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -23266526.000000 Penalty: 5978.503418
	Iteration 20F: 3 clusters Score -2.326653e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136470 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -23266832.000000 Penalty: 5978.503418
	Iteration 21Q: 3 clusters Score -2.326683e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -23267106.000000 Penalty: 5978.503418
	Iteration 22Q: 3 clusters Score -2.326711e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -23267300.000000 Penalty: 5978.503418
	Iteration 23Q: 3 clusters Score -2.32673e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139052 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -23267508.000000 Penalty: 5978.503418
	Iteration 24Q: 3 clusters Score -2.326751e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139864 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -23267564.000000 Penalty: 5978.503418
	Iteration 25Q: 3 clusters Score -2.326756e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140625 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -23267690.000000 Penalty: 5978.503418
	Iteration 26Q: 3 clusters Score -2.326769e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -23267888.000000 Penalty: 5978.503418
	Iteration 27Q: 3 clusters Score -2.326789e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142189 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -23268022.000000 Penalty: 5978.503418
	Iteration 28Q: 3 clusters Score -2.326802e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142967 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -23268164.000000 Penalty: 5978.503418
	Iteration 29Q: 3 clusters Score -2.326816e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143710 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -23268328.000000 Penalty: 5978.503418
	Iteration 30Q: 3 clusters Score -2.326833e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144470 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -23268510.000000 Penalty: 5978.503418
	Iteration 31Q: 3 clusters Score -2.326851e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -23268788.000000 Penalty: 5978.503418
	Iteration 32Q: 3 clusters Score -2.326879e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146025 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -23268990.000000 Penalty: 5978.503418
	Iteration 33Q: 3 clusters Score -2.326899e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146814 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -23269178.000000 Penalty: 5978.503418
	Iteration 34Q: 3 clusters Score -2.326918e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147612 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -23269340.000000 Penalty: 5978.503418
	Iteration 35Q: 3 clusters Score -2.326934e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -23269514.000000 Penalty: 5978.503418
	Iteration 36Q: 3 clusters Score -2.326951e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -23269658.000000 Penalty: 5978.503418
	Iteration 37Q: 3 clusters Score -2.326966e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149926 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -23269994.000000 Penalty: 5978.503418
	Iteration 38Q: 3 clusters Score -2.326999e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -23270242.000000 Penalty: 5978.503418
	Iteration 39Q: 3 clusters Score -2.327024e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -23270402.000000 Penalty: 5978.503418
	Iteration 40F: 3 clusters Score -2.32704e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152401 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -23270632.000000 Penalty: 5978.503418
	Iteration 41Q: 3 clusters Score -2.327063e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -23270828.000000 Penalty: 5978.503418
	Iteration 42Q: 3 clusters Score -2.327083e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -23271120.000000 Penalty: 5978.503418
	Iteration 43Q: 3 clusters Score -2.327112e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -23271482.000000 Penalty: 5978.503418
	Iteration 44Q: 3 clusters Score -2.327148e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -23271810.000000 Penalty: 5978.503418
	Iteration 45Q: 3 clusters Score -2.327181e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -23272088.000000 Penalty: 5978.503418
	Iteration 46Q: 3 clusters Score -2.327209e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -23272354.000000 Penalty: 5978.503418
	Iteration 47Q: 3 clusters Score -2.327235e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -23272668.000000 Penalty: 5978.503418
	Iteration 48Q: 3 clusters Score -2.327267e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -23272934.000000 Penalty: 5978.503418
	Iteration 49Q: 3 clusters Score -2.327293e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -23273264.000000 Penalty: 5978.503418
	Iteration 50Q: 3 clusters Score -2.327326e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160179 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -23273502.000000 Penalty: 5978.503418
	Iteration 51Q: 3 clusters Score -2.32735e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -23273668.000000 Penalty: 5978.503418
	Iteration 52Q: 3 clusters Score -2.327367e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161520 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -23273838.000000 Penalty: 5978.503418
	Iteration 53Q: 3 clusters Score -2.327384e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -23274028.000000 Penalty: 5978.503418
	Iteration 54Q: 3 clusters Score -2.327403e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -23274228.000000 Penalty: 5978.503418
	Iteration 55Q: 3 clusters Score -2.327423e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -23274320.000000 Penalty: 5978.503418
	Iteration 56Q: 3 clusters Score -2.327432e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -23274490.000000 Penalty: 5978.503418
	Iteration 57Q: 3 clusters Score -2.327449e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -23274712.000000 Penalty: 5978.503418
	Iteration 58Q: 3 clusters Score -2.327471e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -23274926.000000 Penalty: 5978.503418
	Iteration 59Q: 3 clusters Score -2.327493e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -23275086.000000 Penalty: 5978.503418
	Iteration 60F: 3 clusters Score -2.327509e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -23275318.000000 Penalty: 5978.503418
	Iteration 61Q: 3 clusters Score -2.327532e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -23275468.000000 Penalty: 5978.503418
	Iteration 62Q: 3 clusters Score -2.327547e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -23275572.000000 Penalty: 5978.503418
	Iteration 63Q: 3 clusters Score -2.327557e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -23275736.000000 Penalty: 5978.503418
	Iteration 64Q: 3 clusters Score -2.327574e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -23275898.000000 Penalty: 5978.503418
	Iteration 65Q: 3 clusters Score -2.32759e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23276078.000000 Penalty: 5978.503418
	Iteration 66Q: 3 clusters Score -2.327608e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -23276234.000000 Penalty: 5978.503418
	Iteration 67Q: 3 clusters Score -2.327623e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -23276388.000000 Penalty: 5978.503418
	Iteration 68Q: 3 clusters Score -2.327639e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -23276420.000000 Penalty: 5978.503418
	Iteration 69Q: 3 clusters Score -2.327642e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -23276430.000000 Penalty: 5978.503418
	Iteration 70Q: 3 clusters Score -2.327643e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -23276432.000000 Penalty: 5978.503418
	Iteration 71Q: 3 clusters Score -2.327643e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168968 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -23276414.000000 Penalty: 5978.503418
	Iteration 72Q: 3 clusters Score -2.327641e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -23276480.000000 Penalty: 5978.503418
	Iteration 73Q: 3 clusters Score -2.327648e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -23276520.000000 Penalty: 5978.503418
	Iteration 74Q: 3 clusters Score -2.327652e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169329 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -23276546.000000 Penalty: 5978.503418
	Iteration 75Q: 3 clusters Score -2.327655e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169421 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -23276560.000000 Penalty: 5978.503418
	Iteration 76Q: 3 clusters Score -2.327656e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -23276558.000000 Penalty: 5978.503418
	Iteration 77Q: 3 clusters Score -2.327656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -23276548.000000 Penalty: 5978.503418
	Iteration 78Q: 3 clusters Score -2.327655e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -23276560.000000 Penalty: 5978.503418
	Iteration 79Q: 3 clusters Score -2.327656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23276598.000000 Penalty: 5978.503418
	Iteration 80F: 3 clusters Score -2.32766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23276598.000000 Penalty: 5978.503418
	Iteration 81Q: 3 clusters Score -2.32766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -23276564.000000 Penalty: 5978.503418
	Iteration 82Q: 3 clusters Score -2.327656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169717 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -23276568.000000 Penalty: 5978.503418
	Iteration 83Q: 3 clusters Score -2.327657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23276568.000000 Penalty: 5978.503418
	Iteration 84Q: 3 clusters Score -2.327657e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -23276584.000000 Penalty: 5978.503418
	Iteration 85Q: 3 clusters Score -2.327658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23276602.000000 Penalty: 5978.503418
	Iteration 86Q: 3 clusters Score -2.32766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169850 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23276580.000000 Penalty: 5978.503418
	Iteration 87Q: 3 clusters Score -2.327658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169873 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23276600.000000 Penalty: 5978.503418
	Iteration 88Q: 3 clusters Score -2.32766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -23276608.000000 Penalty: 5978.503418
	Iteration 89Q: 3 clusters Score -2.327661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -23276622.000000 Penalty: 5978.503418
	Iteration 90Q: 3 clusters Score -2.327662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169932 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23276628.000000 Penalty: 5978.503418
	Iteration 91Q: 3 clusters Score -2.327663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23276640.000000 Penalty: 5978.503418
	Iteration 92Q: 3 clusters Score -2.327664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23276658.000000 Penalty: 5978.503418
	Iteration 93Q: 3 clusters Score -2.327666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23276670.000000 Penalty: 5978.503418
	Iteration 94Q: 3 clusters Score -2.327667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170012 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23276698.000000 Penalty: 5978.503418
	Iteration 95Q: 3 clusters Score -2.32767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170028 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -23276680.000000 Penalty: 5978.503418
	Iteration 96Q: 3 clusters Score -2.327668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23276682.000000 Penalty: 5978.503418
	Iteration 97Q: 3 clusters Score -2.327668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23276686.000000 Penalty: 5978.503418
	Iteration 98Q: 3 clusters Score -2.327669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -23276694.000000 Penalty: 5978.503418
	Iteration 99Q: 3 clusters Score -2.327669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170082 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23276706.000000 Penalty: 5978.503418
	Iteration 100F: 3 clusters Score -2.327671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170084 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23276710.000000 Penalty: 5978.503418
	Iteration 101Q: 3 clusters Score -2.327671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170088 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23276716.000000 Penalty: 5978.503418
	Iteration 102Q: 3 clusters Score -2.327672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23276710.000000 Penalty: 5978.503418
	Iteration 103Q: 3 clusters Score -2.327671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -23276722.000000 Penalty: 5978.503418
	Iteration 104Q: 3 clusters Score -2.327672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23276710.000000 Penalty: 5978.503418
	Iteration 105Q: 3 clusters Score -2.327671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170103 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23276704.000000 Penalty: 5978.503418
	Iteration 106Q: 3 clusters Score -2.32767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170106 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23276700.000000 Penalty: 5978.503418
	Iteration 107Q: 3 clusters Score -2.32767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23276720.000000 Penalty: 5978.503418
	Iteration 108Q: 3 clusters Score -2.327672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170112 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23276720.000000 Penalty: 5978.503418
	Iteration 109Q: 3 clusters Score -2.327672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170113 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23276724.000000 Penalty: 5978.503418
	Iteration 110Q: 3 clusters Score -2.327672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170113 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23276724.000000 Penalty: 5978.503418
	Iteration 111F: 3 clusters Score -2.327672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Entering Unmasked Estep 
Score: -3327403.750000 Penalty: 2503.871094
	Iteration 0F: 2 clusters Score -3327404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3310565.500000 Penalty: 5007.742188
	Iteration 0F: 3 clusters Score -3310566 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3316382.000000 Penalty: 5007.742188
	Iteration 1F: 3 clusters Score -3316382 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3316861.500000 Penalty: 5007.742188
	Iteration 2F: 3 clusters Score -3316862 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3317229.750000 Penalty: 5007.742188
	Iteration 3Q: 3 clusters Score -3317230 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3317564.500000 Penalty: 5007.742188
	Iteration 4Q: 3 clusters Score -3317564 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3317847.250000 Penalty: 5007.742188
	Iteration 5Q: 3 clusters Score -3317847 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3318140.250000 Penalty: 5007.742188
	Iteration 6Q: 3 clusters Score -3318140 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3318565.500000 Penalty: 5007.742188
	Iteration 7Q: 3 clusters Score -3318566 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3319080.500000 Penalty: 5007.742188
	Iteration 8Q: 3 clusters Score -3319080 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3319700.000000 Penalty: 5007.742188
	Iteration 9Q: 3 clusters Score -3319700 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3320397.500000 Penalty: 5007.742188
	Iteration 10Q: 3 clusters Score -3320398 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3321119.250000 Penalty: 5007.742188
	Iteration 11Q: 3 clusters Score -3321119 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3321867.250000 Penalty: 5007.742188
	Iteration 12Q: 3 clusters Score -3321867 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3322437.250000 Penalty: 5007.742188
	Iteration 13Q: 3 clusters Score -3322437 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3322846.250000 Penalty: 5007.742188
	Iteration 14Q: 3 clusters Score -3322846 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3323044.750000 Penalty: 5007.742188
	Iteration 15Q: 3 clusters Score -3323045 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3323146.750000 Penalty: 5007.742188
	Iteration 16Q: 3 clusters Score -3323147 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3323228.500000 Penalty: 5007.742188
	Iteration 17Q: 3 clusters Score -3323228 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3323255.750000 Penalty: 5007.742188
	Iteration 18Q: 3 clusters Score -3323256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3323289.500000 Penalty: 5007.742188
	Iteration 19Q: 3 clusters Score -3323290 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3323327.000000 Penalty: 5007.742188
	Iteration 20F: 3 clusters Score -3323327 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3323344.000000 Penalty: 5007.742188
	Iteration 21Q: 3 clusters Score -3323344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3323361.750000 Penalty: 5007.742188
	Iteration 22Q: 3 clusters Score -3323362 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3323394.250000 Penalty: 5007.742188
	Iteration 23Q: 3 clusters Score -3323394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3323405.500000 Penalty: 5007.742188
	Iteration 24Q: 3 clusters Score -3323406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3323420.500000 Penalty: 5007.742188
	Iteration 25Q: 3 clusters Score -3323420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3323439.500000 Penalty: 5007.742188
	Iteration 26Q: 3 clusters Score -3323440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3323458.750000 Penalty: 5007.742188
	Iteration 27Q: 3 clusters Score -3323459 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3323485.500000 Penalty: 5007.742188
	Iteration 28Q: 3 clusters Score -3323486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3323507.250000 Penalty: 5007.742188
	Iteration 29Q: 3 clusters Score -3323507 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3323519.250000 Penalty: 5007.742188
	Iteration 30Q: 3 clusters Score -3323519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3323518.500000 Penalty: 5007.742188
	Iteration 31Q: 3 clusters Score -3323518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3323537.250000 Penalty: 5007.742188
	Iteration 32Q: 3 clusters Score -3323537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3323557.000000 Penalty: 5007.742188
	Iteration 33Q: 3 clusters Score -3323557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3323568.750000 Penalty: 5007.742188
	Iteration 34Q: 3 clusters Score -3323569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3323581.250000 Penalty: 5007.742188
	Iteration 35Q: 3 clusters Score -3323581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3323600.750000 Penalty: 5007.742188
	Iteration 36Q: 3 clusters Score -3323601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3323609.750000 Penalty: 5007.742188
	Iteration 37Q: 3 clusters Score -3323610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3323611.000000 Penalty: 5007.742188
	Iteration 38Q: 3 clusters Score -3323611 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3323636.250000 Penalty: 5007.742188
	Iteration 39Q: 3 clusters Score -3323636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3323656.000000 Penalty: 5007.742188
	Iteration 40F: 3 clusters Score -3323656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3323667.250000 Penalty: 5007.742188
	Iteration 41Q: 3 clusters Score -3323667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3323686.000000 Penalty: 5007.742188
	Iteration 42Q: 3 clusters Score -3323686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3323692.000000 Penalty: 5007.742188
	Iteration 43Q: 3 clusters Score -3323692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3323702.750000 Penalty: 5007.742188
	Iteration 44Q: 3 clusters Score -3323703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3323723.000000 Penalty: 5007.742188
	Iteration 45Q: 3 clusters Score -3323723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3323733.000000 Penalty: 5007.742188
	Iteration 46Q: 3 clusters Score -3323733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3323738.250000 Penalty: 5007.742188
	Iteration 47Q: 3 clusters Score -3323738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3323760.000000 Penalty: 5007.742188
	Iteration 48Q: 3 clusters Score -3323760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3323757.000000 Penalty: 5007.742188
	Iteration 49Q: 3 clusters Score -3323757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3323762.500000 Penalty: 5007.742188
	Iteration 50Q: 3 clusters Score -3323762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3323780.250000 Penalty: 5007.742188
	Iteration 51Q: 3 clusters Score -3323780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3323796.250000 Penalty: 5007.742188
	Iteration 52Q: 3 clusters Score -3323796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3323800.750000 Penalty: 5007.742188
	Iteration 53Q: 3 clusters Score -3323801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3323802.750000 Penalty: 5007.742188
	Iteration 54Q: 3 clusters Score -3323803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3323816.750000 Penalty: 5007.742188
	Iteration 55Q: 3 clusters Score -3323817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3323820.750000 Penalty: 5007.742188
	Iteration 56Q: 3 clusters Score -3323821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3323831.500000 Penalty: 5007.742188
	Iteration 57Q: 3 clusters Score -3323832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3323847.250000 Penalty: 5007.742188
	Iteration 58Q: 3 clusters Score -3323847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3323866.500000 Penalty: 5007.742188
	Iteration 59Q: 3 clusters Score -3323866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3323878.750000 Penalty: 5007.742188
	Iteration 60F: 3 clusters Score -3323879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3323887.750000 Penalty: 5007.742188
	Iteration 61Q: 3 clusters Score -3323888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3323890.000000 Penalty: 5007.742188
	Iteration 62Q: 3 clusters Score -3323890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3323915.750000 Penalty: 5007.742188
	Iteration 63Q: 3 clusters Score -3323916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3323928.750000 Penalty: 5007.742188
	Iteration 64Q: 3 clusters Score -3323929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3323942.500000 Penalty: 5007.742188
	Iteration 65Q: 3 clusters Score -3323942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3323959.000000 Penalty: 5007.742188
	Iteration 66Q: 3 clusters Score -3323959 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3323969.000000 Penalty: 5007.742188
	Iteration 67Q: 3 clusters Score -3323969 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3323986.250000 Penalty: 5007.742188
	Iteration 68Q: 3 clusters Score -3323986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3324018.000000 Penalty: 5007.742188
	Iteration 69Q: 3 clusters Score -3324018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3324037.750000 Penalty: 5007.742188
	Iteration 70Q: 3 clusters Score -3324038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3324054.250000 Penalty: 5007.742188
	Iteration 71Q: 3 clusters Score -3324054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3324090.500000 Penalty: 5007.742188
	Iteration 72Q: 3 clusters Score -3324090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3324106.750000 Penalty: 5007.742188
	Iteration 73Q: 3 clusters Score -3324107 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3324140.500000 Penalty: 5007.742188
	Iteration 74Q: 3 clusters Score -3324140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3324169.000000 Penalty: 5007.742188
	Iteration 75Q: 3 clusters Score -3324169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3324222.750000 Penalty: 5007.742188
	Iteration 76Q: 3 clusters Score -3324223 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3324286.750000 Penalty: 5007.742188
	Iteration 77Q: 3 clusters Score -3324287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3324322.750000 Penalty: 5007.742188
	Iteration 78Q: 3 clusters Score -3324323 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3324361.500000 Penalty: 5007.742188
	Iteration 79Q: 3 clusters Score -3324362 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3324408.250000 Penalty: 5007.742188
	Iteration 80F: 3 clusters Score -3324408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3324446.250000 Penalty: 5007.742188
	Iteration 81Q: 3 clusters Score -3324446 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3324496.000000 Penalty: 5007.742188
	Iteration 82Q: 3 clusters Score -3324496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3324558.250000 Penalty: 5007.742188
	Iteration 83Q: 3 clusters Score -3324558 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3324601.750000 Penalty: 5007.742188
	Iteration 84Q: 3 clusters Score -3324602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3324664.750000 Penalty: 5007.742188
	Iteration 85Q: 3 clusters Score -3324665 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3324733.000000 Penalty: 5007.742188
	Iteration 86Q: 3 clusters Score -3324733 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3324791.000000 Penalty: 5007.742188
	Iteration 87Q: 3 clusters Score -3324791 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3324834.000000 Penalty: 5007.742188
	Iteration 88Q: 3 clusters Score -3324834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3324860.500000 Penalty: 5007.742188
	Iteration 89Q: 3 clusters Score -3324860 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3324894.500000 Penalty: 5007.742188
	Iteration 90Q: 3 clusters Score -3324894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3324939.000000 Penalty: 5007.742188
	Iteration 91Q: 3 clusters Score -3324939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3324976.500000 Penalty: 5007.742188
	Iteration 92Q: 3 clusters Score -3324976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3324999.500000 Penalty: 5007.742188
	Iteration 93Q: 3 clusters Score -3325000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3325025.750000 Penalty: 5007.742188
	Iteration 94Q: 3 clusters Score -3325026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3325062.750000 Penalty: 5007.742188
	Iteration 95Q: 3 clusters Score -3325063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3325091.500000 Penalty: 5007.742188
	Iteration 96Q: 3 clusters Score -3325092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3325123.250000 Penalty: 5007.742188
	Iteration 97Q: 3 clusters Score -3325123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3325147.000000 Penalty: 5007.742188
	Iteration 98Q: 3 clusters Score -3325147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3325163.500000 Penalty: 5007.742188
	Iteration 99Q: 3 clusters Score -3325164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3325179.750000 Penalty: 5007.742188
	Iteration 100F: 3 clusters Score -3325180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3325191.250000 Penalty: 5007.742188
	Iteration 101Q: 3 clusters Score -3325191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3325200.250000 Penalty: 5007.742188
	Iteration 102Q: 3 clusters Score -3325200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3325209.250000 Penalty: 5007.742188
	Iteration 103Q: 3 clusters Score -3325209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3325213.250000 Penalty: 5007.742188
	Iteration 104Q: 3 clusters Score -3325213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3325224.750000 Penalty: 5007.742188
	Iteration 105Q: 3 clusters Score -3325225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3325231.500000 Penalty: 5007.742188
	Iteration 106Q: 3 clusters Score -3325232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3325243.750000 Penalty: 5007.742188
	Iteration 107Q: 3 clusters Score -3325244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3325252.250000 Penalty: 5007.742188
	Iteration 108Q: 3 clusters Score -3325252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3325259.500000 Penalty: 5007.742188
	Iteration 109Q: 3 clusters Score -3325260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3325265.500000 Penalty: 5007.742188
	Iteration 110Q: 3 clusters Score -3325266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3325275.500000 Penalty: 5007.742188
	Iteration 111Q: 3 clusters Score -3325276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3325286.500000 Penalty: 5007.742188
	Iteration 112Q: 3 clusters Score -3325286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3325285.000000 Penalty: 5007.742188
	Iteration 113Q: 3 clusters Score -3325285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3325287.250000 Penalty: 5007.742188
	Iteration 114Q: 3 clusters Score -3325287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3325294.000000 Penalty: 5007.742188
	Iteration 115Q: 3 clusters Score -3325294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3325292.250000 Penalty: 5007.742188
	Iteration 116Q: 3 clusters Score -3325292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3325291.250000 Penalty: 5007.742188
	Iteration 117Q: 3 clusters Score -3325291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3325298.250000 Penalty: 5007.742188
	Iteration 118Q: 3 clusters Score -3325298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3325299.750000 Penalty: 5007.742188
	Iteration 119Q: 3 clusters Score -3325300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3325301.750000 Penalty: 5007.742188
	Iteration 120F: 3 clusters Score -3325302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3325307.500000 Penalty: 5007.742188
	Iteration 121Q: 3 clusters Score -3325308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3325302.500000 Penalty: 5007.742188
	Iteration 122Q: 3 clusters Score -3325302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3325304.750000 Penalty: 5007.742188
	Iteration 123Q: 3 clusters Score -3325305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3325305.500000 Penalty: 5007.742188
	Iteration 124Q: 3 clusters Score -3325306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3325309.750000 Penalty: 5007.742188
	Iteration 125Q: 3 clusters Score -3325310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3325306.250000 Penalty: 5007.742188
	Iteration 126Q: 3 clusters Score -3325306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3325311.250000 Penalty: 5007.742188
	Iteration 127Q: 3 clusters Score -3325311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3325316.750000 Penalty: 5007.742188
	Iteration 128Q: 3 clusters Score -3325317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3325319.500000 Penalty: 5007.742188
	Iteration 129Q: 3 clusters Score -3325320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3325318.750000 Penalty: 5007.742188
	Iteration 130Q: 3 clusters Score -3325319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3325322.250000 Penalty: 5007.742188
	Iteration 131Q: 3 clusters Score -3325322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3325319.250000 Penalty: 5007.742188
	Iteration 132Q: 3 clusters Score -3325319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3325323.000000 Penalty: 5007.742188
	Iteration 133Q: 3 clusters Score -3325323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3325328.000000 Penalty: 5007.742188
	Iteration 134Q: 3 clusters Score -3325328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3325330.250000 Penalty: 5007.742188
	Iteration 135Q: 3 clusters Score -3325330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3325333.000000 Penalty: 5007.742188
	Iteration 136Q: 3 clusters Score -3325333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3325335.000000 Penalty: 5007.742188
	Iteration 137Q: 3 clusters Score -3325335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3325338.250000 Penalty: 5007.742188
	Iteration 138Q: 3 clusters Score -3325338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3325336.500000 Penalty: 5007.742188
	Iteration 139Q: 3 clusters Score -3325336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3325342.500000 Penalty: 5007.742188
	Iteration 140F: 3 clusters Score -3325342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3325344.500000 Penalty: 5007.742188
	Iteration 141Q: 3 clusters Score -3325344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3325340.000000 Penalty: 5007.742188
	Iteration 142Q: 3 clusters Score -3325340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3325340.000000 Penalty: 5007.742188
	Iteration 143F: 3 clusters Score -3325340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Entering Unmasked Estep 
Score: -20044408.000000 Penalty: 2953.007812
	Iteration 0F: 2 clusters Score -2.004441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -19947830.000000 Penalty: 5906.015625
	Iteration 0F: 3 clusters Score -1.994783e+07 nChanged 70673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -19988490.000000 Penalty: 5906.015625
	Iteration 1F: 3 clusters Score -1.998849e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -19989104.000000 Penalty: 5906.015625
	Iteration 2Q: 3 clusters Score -1.99891e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -19989882.000000 Penalty: 5906.015625
	Iteration 3Q: 3 clusters Score -1.998988e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -19991028.000000 Penalty: 5906.015625
	Iteration 4Q: 3 clusters Score -1.999103e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -19992982.000000 Penalty: 5906.015625
	Iteration 5Q: 3 clusters Score -1.999298e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -19996884.000000 Penalty: 5906.015625
	Iteration 6F: 3 clusters Score -1.999688e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -20003936.000000 Penalty: 5906.015625
	Iteration 7F: 3 clusters Score -2.000394e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -20014838.000000 Penalty: 5906.015625
	Iteration 8F: 3 clusters Score -2.001484e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130569 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -20026712.000000 Penalty: 5906.015625
	Iteration 9F: 3 clusters Score -2.002671e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139970 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -20035356.000000 Penalty: 5906.015625
	Iteration 10F: 3 clusters Score -2.003536e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20039372.000000 Penalty: 5906.015625
	Iteration 11Q: 3 clusters Score -2.003937e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146724 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20040882.000000 Penalty: 5906.015625
	Iteration 12Q: 3 clusters Score -2.004088e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147459 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20041420.000000 Penalty: 5906.015625
	Iteration 13Q: 3 clusters Score -2.004142e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20041614.000000 Penalty: 5906.015625
	Iteration 14Q: 3 clusters Score -2.004161e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147842 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -20041702.000000 Penalty: 5906.015625
	Iteration 15Q: 3 clusters Score -2.00417e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20041790.000000 Penalty: 5906.015625
	Iteration 16Q: 3 clusters Score -2.004179e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20041792.000000 Penalty: 5906.015625
	Iteration 17Q: 3 clusters Score -2.004179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20041834.000000 Penalty: 5906.015625
	Iteration 18Q: 3 clusters Score -2.004183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20041832.000000 Penalty: 5906.015625
	Iteration 19Q: 3 clusters Score -2.004183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147939 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20041848.000000 Penalty: 5906.015625
	Iteration 20F: 3 clusters Score -2.004185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147944 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20041858.000000 Penalty: 5906.015625
	Iteration 21Q: 3 clusters Score -2.004186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20041846.000000 Penalty: 5906.015625
	Iteration 22Q: 3 clusters Score -2.004185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20041850.000000 Penalty: 5906.015625
	Iteration 23Q: 3 clusters Score -2.004185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147950 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20041852.000000 Penalty: 5906.015625
	Iteration 24Q: 3 clusters Score -2.004185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20041870.000000 Penalty: 5906.015625
	Iteration 25Q: 3 clusters Score -2.004187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20041860.000000 Penalty: 5906.015625
	Iteration 26Q: 3 clusters Score -2.004186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20041860.000000 Penalty: 5906.015625
	Iteration 27F: 3 clusters Score -2.004186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (132651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132651 members 
Entering Unmasked Estep 
Score: -17964118.000000 Penalty: 2925.278320
	Iteration 0F: 2 clusters Score -1.796412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -17876194.000000 Penalty: 5850.556641
	Iteration 0F: 3 clusters Score -1.787619e+07 nChanged 63326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -17913244.000000 Penalty: 5850.556641
	Iteration 1F: 3 clusters Score -1.791324e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -17914066.000000 Penalty: 5850.556641
	Iteration 2Q: 3 clusters Score -1.791407e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -17915136.000000 Penalty: 5850.556641
	Iteration 3Q: 3 clusters Score -1.791514e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -17916156.000000 Penalty: 5850.556641
	Iteration 4Q: 3 clusters Score -1.791616e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -17917816.000000 Penalty: 5850.556641
	Iteration 5Q: 3 clusters Score -1.791782e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -17920344.000000 Penalty: 5850.556641
	Iteration 6Q: 3 clusters Score -1.792034e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -17924392.000000 Penalty: 5850.556641
	Iteration 7F: 3 clusters Score -1.792439e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -17930114.000000 Penalty: 5850.556641
	Iteration 8F: 3 clusters Score -1.793011e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -17937958.000000 Penalty: 5850.556641
	Iteration 9F: 3 clusters Score -1.793796e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -17946080.000000 Penalty: 5850.556641
	Iteration 10F: 3 clusters Score -1.794608e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -17952548.000000 Penalty: 5850.556641
	Iteration 11F: 3 clusters Score -1.795255e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -17956584.000000 Penalty: 5850.556641
	Iteration 12Q: 3 clusters Score -1.795658e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -17958934.000000 Penalty: 5850.556641
	Iteration 13Q: 3 clusters Score -1.795893e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 124107 members 
Entering Unmasked Estep 
Score: -17960124.000000 Penalty: 5850.556641
	Iteration 14Q: 3 clusters Score -1.796012e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -17960922.000000 Penalty: 5850.556641
	Iteration 15Q: 3 clusters Score -1.796092e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -17961498.000000 Penalty: 5850.556641
	Iteration 16Q: 3 clusters Score -1.79615e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -17961904.000000 Penalty: 5850.556641
	Iteration 17Q: 3 clusters Score -1.79619e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -17962168.000000 Penalty: 5850.556641
	Iteration 18Q: 3 clusters Score -1.796217e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 128189 members 
Entering Unmasked Estep 
Score: -17962316.000000 Penalty: 5850.556641
	Iteration 19Q: 3 clusters Score -1.796232e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -17962390.000000 Penalty: 5850.556641
	Iteration 20F: 3 clusters Score -1.796239e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -17962516.000000 Penalty: 5850.556641
	Iteration 21Q: 3 clusters Score -1.796252e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 128963 members 
Entering Unmasked Estep 
Score: -17962562.000000 Penalty: 5850.556641
	Iteration 22Q: 3 clusters Score -1.796256e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 129130 members 
Entering Unmasked Estep 
Score: -17962624.000000 Penalty: 5850.556641
	Iteration 23Q: 3 clusters Score -1.796262e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 129250 members 
Entering Unmasked Estep 
Score: -17962660.000000 Penalty: 5850.556641
	Iteration 24Q: 3 clusters Score -1.796266e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -17962658.000000 Penalty: 5850.556641
	Iteration 25Q: 3 clusters Score -1.796266e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 129436 members 
Entering Unmasked Estep 
Score: -17962650.000000 Penalty: 5850.556641
	Iteration 26Q: 3 clusters Score -1.796265e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -17962676.000000 Penalty: 5850.556641
	Iteration 27Q: 3 clusters Score -1.796268e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 129588 members 
Entering Unmasked Estep 
Score: -17962714.000000 Penalty: 5850.556641
	Iteration 28Q: 3 clusters Score -1.796271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -17962710.000000 Penalty: 5850.556641
	Iteration 29Q: 3 clusters Score -1.796271e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -17962706.000000 Penalty: 5850.556641
	Iteration 30Q: 3 clusters Score -1.796271e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 129720 members 
Entering Unmasked Estep 
Score: -17962726.000000 Penalty: 5850.556641
	Iteration 31Q: 3 clusters Score -1.796273e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -17962726.000000 Penalty: 5850.556641
	Iteration 32Q: 3 clusters Score -1.796273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -17962752.000000 Penalty: 5850.556641
	Iteration 33Q: 3 clusters Score -1.796275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -17962760.000000 Penalty: 5850.556641
	Iteration 34Q: 3 clusters Score -1.796276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 129822 members 
Entering Unmasked Estep 
Score: -17962766.000000 Penalty: 5850.556641
	Iteration 35Q: 3 clusters Score -1.796277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -17962768.000000 Penalty: 5850.556641
	Iteration 36Q: 3 clusters Score -1.796277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -17962782.000000 Penalty: 5850.556641
	Iteration 37Q: 3 clusters Score -1.796278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 129857 members 
Entering Unmasked Estep 
Score: -17962776.000000 Penalty: 5850.556641
	Iteration 38Q: 3 clusters Score -1.796278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 129861 members 
Entering Unmasked Estep 
Score: -17962788.000000 Penalty: 5850.556641
	Iteration 39Q: 3 clusters Score -1.796279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -17962802.000000 Penalty: 5850.556641
	Iteration 40F: 3 clusters Score -1.79628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 129874 members 
Entering Unmasked Estep 
Score: -17962796.000000 Penalty: 5850.556641
	Iteration 41Q: 3 clusters Score -1.79628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -17962790.000000 Penalty: 5850.556641
	Iteration 42Q: 3 clusters Score -1.796279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 129879 members 
Entering Unmasked Estep 
Score: -17962792.000000 Penalty: 5850.556641
	Iteration 43Q: 3 clusters Score -1.796279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -17962784.000000 Penalty: 5850.556641
	Iteration 44Q: 3 clusters Score -1.796278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -17962784.000000 Penalty: 5850.556641
	Iteration 45F: 3 clusters Score -1.796278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Entering Unmasked Estep 
Score: -1575282.750000 Penalty: 2353.711182
	Iteration 0F: 2 clusters Score -1575283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1565610.500000 Penalty: 4707.422363
	Iteration 0F: 3 clusters Score -1565610 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1568743.625000 Penalty: 4707.422363
	Iteration 1F: 3 clusters Score -1568744 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1569454.125000 Penalty: 4707.422363
	Iteration 2F: 3 clusters Score -1569454 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1570148.375000 Penalty: 4707.422363
	Iteration 3F: 3 clusters Score -1570148 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1570714.500000 Penalty: 4707.422363
	Iteration 4F: 3 clusters Score -1570714 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1571156.750000 Penalty: 4707.422363
	Iteration 5F: 3 clusters Score -1571157 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1571519.375000 Penalty: 4707.422363
	Iteration 6Q: 3 clusters Score -1571519 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1571846.250000 Penalty: 4707.422363
	Iteration 7Q: 3 clusters Score -1571846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1572084.375000 Penalty: 4707.422363
	Iteration 8Q: 3 clusters Score -1572084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1572259.750000 Penalty: 4707.422363
	Iteration 9Q: 3 clusters Score -1572260 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1572400.750000 Penalty: 4707.422363
	Iteration 10Q: 3 clusters Score -1572401 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1572498.375000 Penalty: 4707.422363
	Iteration 11Q: 3 clusters Score -1572498 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1572611.750000 Penalty: 4707.422363
	Iteration 12Q: 3 clusters Score -1572612 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1572737.000000 Penalty: 4707.422363
	Iteration 13Q: 3 clusters Score -1572737 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1572884.375000 Penalty: 4707.422363
	Iteration 14Q: 3 clusters Score -1572884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1573036.625000 Penalty: 4707.422363
	Iteration 15Q: 3 clusters Score -1573037 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1573219.500000 Penalty: 4707.422363
	Iteration 16Q: 3 clusters Score -1573220 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1573384.750000 Penalty: 4707.422363
	Iteration 17Q: 3 clusters Score -1573385 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1573538.250000 Penalty: 4707.422363
	Iteration 18Q: 3 clusters Score -1573538 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1573701.125000 Penalty: 4707.422363
	Iteration 19Q: 3 clusters Score -1573701 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1573863.250000 Penalty: 4707.422363
	Iteration 20F: 3 clusters Score -1573863 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1573997.500000 Penalty: 4707.422363
	Iteration 21Q: 3 clusters Score -1573998 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1574075.500000 Penalty: 4707.422363
	Iteration 22Q: 3 clusters Score -1574076 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1574136.250000 Penalty: 4707.422363
	Iteration 23Q: 3 clusters Score -1574136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1574182.500000 Penalty: 4707.422363
	Iteration 24Q: 3 clusters Score -1574182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1574217.875000 Penalty: 4707.422363
	Iteration 25Q: 3 clusters Score -1574218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1574252.375000 Penalty: 4707.422363
	Iteration 26Q: 3 clusters Score -1574252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1574270.375000 Penalty: 4707.422363
	Iteration 27Q: 3 clusters Score -1574270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1574286.500000 Penalty: 4707.422363
	Iteration 28Q: 3 clusters Score -1574286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1574297.000000 Penalty: 4707.422363
	Iteration 29Q: 3 clusters Score -1574297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1574301.250000 Penalty: 4707.422363
	Iteration 30Q: 3 clusters Score -1574301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1574308.375000 Penalty: 4707.422363
	Iteration 31Q: 3 clusters Score -1574308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1574322.250000 Penalty: 4707.422363
	Iteration 32Q: 3 clusters Score -1574322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1574329.250000 Penalty: 4707.422363
	Iteration 33Q: 3 clusters Score -1574329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1574330.375000 Penalty: 4707.422363
	Iteration 34Q: 3 clusters Score -1574330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1574331.750000 Penalty: 4707.422363
	Iteration 35Q: 3 clusters Score -1574332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1574343.625000 Penalty: 4707.422363
	Iteration 36Q: 3 clusters Score -1574344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1574348.250000 Penalty: 4707.422363
	Iteration 37Q: 3 clusters Score -1574348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1574355.375000 Penalty: 4707.422363
	Iteration 38Q: 3 clusters Score -1574355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1574358.375000 Penalty: 4707.422363
	Iteration 39Q: 3 clusters Score -1574358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1574363.625000 Penalty: 4707.422363
	Iteration 40F: 3 clusters Score -1574364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1574366.125000 Penalty: 4707.422363
	Iteration 41Q: 3 clusters Score -1574366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1574366.875000 Penalty: 4707.422363
	Iteration 42Q: 3 clusters Score -1574367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1574377.125000 Penalty: 4707.422363
	Iteration 43Q: 3 clusters Score -1574377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1574379.125000 Penalty: 4707.422363
	Iteration 44Q: 3 clusters Score -1574379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1574377.500000 Penalty: 4707.422363
	Iteration 45Q: 3 clusters Score -1574378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1574385.250000 Penalty: 4707.422363
	Iteration 46Q: 3 clusters Score -1574385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1574386.250000 Penalty: 4707.422363
	Iteration 47Q: 3 clusters Score -1574386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1574391.750000 Penalty: 4707.422363
	Iteration 48Q: 3 clusters Score -1574392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1574397.125000 Penalty: 4707.422363
	Iteration 49Q: 3 clusters Score -1574397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1574392.000000 Penalty: 4707.422363
	Iteration 50Q: 3 clusters Score -1574392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1574392.500000 Penalty: 4707.422363
	Iteration 51Q: 3 clusters Score -1574392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1574398.250000 Penalty: 4707.422363
	Iteration 52Q: 3 clusters Score -1574398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1574395.875000 Penalty: 4707.422363
	Iteration 53Q: 3 clusters Score -1574396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1574398.750000 Penalty: 4707.422363
	Iteration 54Q: 3 clusters Score -1574399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1574404.250000 Penalty: 4707.422363
	Iteration 55Q: 3 clusters Score -1574404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1574405.625000 Penalty: 4707.422363
	Iteration 56Q: 3 clusters Score -1574406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1574405.500000 Penalty: 4707.422363
	Iteration 57Q: 3 clusters Score -1574406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1574410.000000 Penalty: 4707.422363
	Iteration 58Q: 3 clusters Score -1574410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1574411.500000 Penalty: 4707.422363
	Iteration 59Q: 3 clusters Score -1574412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1574410.125000 Penalty: 4707.422363
	Iteration 60F: 3 clusters Score -1574410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1574410.625000 Penalty: 4707.422363
	Iteration 61Q: 3 clusters Score -1574411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1574407.125000 Penalty: 4707.422363
	Iteration 62Q: 3 clusters Score -1574407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1574411.375000 Penalty: 4707.422363
	Iteration 63Q: 3 clusters Score -1574411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1574414.750000 Penalty: 4707.422363
	Iteration 64Q: 3 clusters Score -1574415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1574412.000000 Penalty: 4707.422363
	Iteration 65Q: 3 clusters Score -1574412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1574411.875000 Penalty: 4707.422363
	Iteration 66Q: 3 clusters Score -1574412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1574412.875000 Penalty: 4707.422363
	Iteration 67Q: 3 clusters Score -1574413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1574414.250000 Penalty: 4707.422363
	Iteration 68Q: 3 clusters Score -1574414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1574413.000000 Penalty: 4707.422363
	Iteration 69Q: 3 clusters Score -1574413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1574416.125000 Penalty: 4707.422363
	Iteration 70Q: 3 clusters Score -1574416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1574420.000000 Penalty: 4707.422363
	Iteration 71Q: 3 clusters Score -1574420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1574421.375000 Penalty: 4707.422363
	Iteration 72Q: 3 clusters Score -1574421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1574417.125000 Penalty: 4707.422363
	Iteration 73Q: 3 clusters Score -1574417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1574424.375000 Penalty: 4707.422363
	Iteration 74Q: 3 clusters Score -1574424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1574426.625000 Penalty: 4707.422363
	Iteration 75Q: 3 clusters Score -1574427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1574424.750000 Penalty: 4707.422363
	Iteration 76Q: 3 clusters Score -1574425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1574426.375000 Penalty: 4707.422363
	Iteration 77Q: 3 clusters Score -1574426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1574432.625000 Penalty: 4707.422363
	Iteration 78Q: 3 clusters Score -1574433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1574436.875000 Penalty: 4707.422363
	Iteration 79Q: 3 clusters Score -1574437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1574440.125000 Penalty: 4707.422363
	Iteration 80F: 3 clusters Score -1574440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1574442.125000 Penalty: 4707.422363
	Iteration 81Q: 3 clusters Score -1574442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1574441.875000 Penalty: 4707.422363
	Iteration 82Q: 3 clusters Score -1574442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1574449.750000 Penalty: 4707.422363
	Iteration 83Q: 3 clusters Score -1574450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1574451.875000 Penalty: 4707.422363
	Iteration 84Q: 3 clusters Score -1574452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1574449.750000 Penalty: 4707.422363
	Iteration 85Q: 3 clusters Score -1574450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1574446.875000 Penalty: 4707.422363
	Iteration 86Q: 3 clusters Score -1574447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1574452.375000 Penalty: 4707.422363
	Iteration 87Q: 3 clusters Score -1574452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1574456.125000 Penalty: 4707.422363
	Iteration 88Q: 3 clusters Score -1574456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1574454.625000 Penalty: 4707.422363
	Iteration 89Q: 3 clusters Score -1574455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1574455.375000 Penalty: 4707.422363
	Iteration 90Q: 3 clusters Score -1574455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1574453.250000 Penalty: 4707.422363
	Iteration 91Q: 3 clusters Score -1574453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1574457.375000 Penalty: 4707.422363
	Iteration 92Q: 3 clusters Score -1574457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1574458.500000 Penalty: 4707.422363
	Iteration 93Q: 3 clusters Score -1574458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1574458.500000 Penalty: 4707.422363
	Iteration 94F: 3 clusters Score -1574458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (177503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Entering Unmasked Estep 
Score: -24013006.000000 Penalty: 2997.512207
	Iteration 0F: 2 clusters Score -2.401301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -23896820.000000 Penalty: 5995.024414
	Iteration 0F: 3 clusters Score -2.389682e+07 nChanged 85158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -23946310.000000 Penalty: 5995.024414
	Iteration 1F: 3 clusters Score -2.394631e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -23947168.000000 Penalty: 5995.024414
	Iteration 2Q: 3 clusters Score -2.394717e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -23948172.000000 Penalty: 5995.024414
	Iteration 3Q: 3 clusters Score -2.394817e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -23949446.000000 Penalty: 5995.024414
	Iteration 4Q: 3 clusters Score -2.394945e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -23951336.000000 Penalty: 5995.024414
	Iteration 5Q: 3 clusters Score -2.395134e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -23954046.000000 Penalty: 5995.024414
	Iteration 6Q: 3 clusters Score -2.395405e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 76527 members 
Entering Unmasked Estep 
Score: -23957676.000000 Penalty: 5995.024414
	Iteration 7Q: 3 clusters Score -2.395768e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -23963166.000000 Penalty: 5995.024414
	Iteration 8F: 3 clusters Score -2.396317e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112107 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -23969916.000000 Penalty: 5995.024414
	Iteration 9F: 3 clusters Score -2.396992e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -23977426.000000 Penalty: 5995.024414
	Iteration 10F: 3 clusters Score -2.397743e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124103 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -23983918.000000 Penalty: 5995.024414
	Iteration 11F: 3 clusters Score -2.398392e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -23988274.000000 Penalty: 5995.024414
	Iteration 12Q: 3 clusters Score -2.398827e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -23990762.000000 Penalty: 5995.024414
	Iteration 13Q: 3 clusters Score -2.399076e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135528 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -23992530.000000 Penalty: 5995.024414
	Iteration 14Q: 3 clusters Score -2.399253e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138692 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -23993858.000000 Penalty: 5995.024414
	Iteration 15Q: 3 clusters Score -2.399386e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -23994936.000000 Penalty: 5995.024414
	Iteration 16Q: 3 clusters Score -2.399494e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -23996088.000000 Penalty: 5995.024414
	Iteration 17Q: 3 clusters Score -2.399609e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -23997202.000000 Penalty: 5995.024414
	Iteration 18Q: 3 clusters Score -2.39972e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150123 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -23998338.000000 Penalty: 5995.024414
	Iteration 19Q: 3 clusters Score -2.399834e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -23999534.000000 Penalty: 5995.024414
	Iteration 20F: 3 clusters Score -2.399953e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -24000548.000000 Penalty: 5995.024414
	Iteration 21Q: 3 clusters Score -2.400055e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157883 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -24001594.000000 Penalty: 5995.024414
	Iteration 22Q: 3 clusters Score -2.400159e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160170 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -24002672.000000 Penalty: 5995.024414
	Iteration 23Q: 3 clusters Score -2.400267e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162239 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -24003726.000000 Penalty: 5995.024414
	Iteration 24Q: 3 clusters Score -2.400373e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -24004490.000000 Penalty: 5995.024414
	Iteration 25Q: 3 clusters Score -2.400449e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -24005286.000000 Penalty: 5995.024414
	Iteration 26Q: 3 clusters Score -2.400529e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -24006072.000000 Penalty: 5995.024414
	Iteration 27Q: 3 clusters Score -2.400607e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -24006770.000000 Penalty: 5995.024414
	Iteration 28Q: 3 clusters Score -2.400677e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -24007322.000000 Penalty: 5995.024414
	Iteration 29Q: 3 clusters Score -2.400732e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -24007792.000000 Penalty: 5995.024414
	Iteration 30Q: 3 clusters Score -2.400779e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171843 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -24008202.000000 Penalty: 5995.024414
	Iteration 31Q: 3 clusters Score -2.40082e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -24008570.000000 Penalty: 5995.024414
	Iteration 32Q: 3 clusters Score -2.400857e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173029 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -24008764.000000 Penalty: 5995.024414
	Iteration 33Q: 3 clusters Score -2.400876e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173505 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -24009044.000000 Penalty: 5995.024414
	Iteration 34Q: 3 clusters Score -2.400904e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -24009194.000000 Penalty: 5995.024414
	Iteration 35Q: 3 clusters Score -2.400919e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -24009352.000000 Penalty: 5995.024414
	Iteration 36Q: 3 clusters Score -2.400935e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -24009490.000000 Penalty: 5995.024414
	Iteration 37Q: 3 clusters Score -2.400949e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174790 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -24009624.000000 Penalty: 5995.024414
	Iteration 38Q: 3 clusters Score -2.400962e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174965 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -24009774.000000 Penalty: 5995.024414
	Iteration 39Q: 3 clusters Score -2.400977e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175139 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -24009854.000000 Penalty: 5995.024414
	Iteration 40F: 3 clusters Score -2.400985e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -24009930.000000 Penalty: 5995.024414
	Iteration 41Q: 3 clusters Score -2.400993e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -24009968.000000 Penalty: 5995.024414
	Iteration 42Q: 3 clusters Score -2.400997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -24010040.000000 Penalty: 5995.024414
	Iteration 43Q: 3 clusters Score -2.401004e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -24010060.000000 Penalty: 5995.024414
	Iteration 44Q: 3 clusters Score -2.401006e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -24010152.000000 Penalty: 5995.024414
	Iteration 45Q: 3 clusters Score -2.401015e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175762 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -24010164.000000 Penalty: 5995.024414
	Iteration 46Q: 3 clusters Score -2.401016e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24010244.000000 Penalty: 5995.024414
	Iteration 47Q: 3 clusters Score -2.401024e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24010260.000000 Penalty: 5995.024414
	Iteration 48Q: 3 clusters Score -2.401026e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24010284.000000 Penalty: 5995.024414
	Iteration 49Q: 3 clusters Score -2.401028e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -24010274.000000 Penalty: 5995.024414
	Iteration 50Q: 3 clusters Score -2.401027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24010328.000000 Penalty: 5995.024414
	Iteration 51Q: 3 clusters Score -2.401033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176039 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -24010322.000000 Penalty: 5995.024414
	Iteration 52Q: 3 clusters Score -2.401032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176053 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -24010326.000000 Penalty: 5995.024414
	Iteration 53Q: 3 clusters Score -2.401033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -24010318.000000 Penalty: 5995.024414
	Iteration 54Q: 3 clusters Score -2.401032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176104 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -24010328.000000 Penalty: 5995.024414
	Iteration 55Q: 3 clusters Score -2.401033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -24010350.000000 Penalty: 5995.024414
	Iteration 56Q: 3 clusters Score -2.401035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -24010348.000000 Penalty: 5995.024414
	Iteration 57Q: 3 clusters Score -2.401035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24010366.000000 Penalty: 5995.024414
	Iteration 58Q: 3 clusters Score -2.401037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -24010350.000000 Penalty: 5995.024414
	Iteration 59Q: 3 clusters Score -2.401035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -24010364.000000 Penalty: 5995.024414
	Iteration 60F: 3 clusters Score -2.401036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176187 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -24010348.000000 Penalty: 5995.024414
	Iteration 61Q: 3 clusters Score -2.401035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176198 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -24010340.000000 Penalty: 5995.024414
	Iteration 62Q: 3 clusters Score -2.401034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176207 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24010358.000000 Penalty: 5995.024414
	Iteration 63Q: 3 clusters Score -2.401036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176217 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24010374.000000 Penalty: 5995.024414
	Iteration 64Q: 3 clusters Score -2.401037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -24010376.000000 Penalty: 5995.024414
	Iteration 65Q: 3 clusters Score -2.401038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176233 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -24010380.000000 Penalty: 5995.024414
	Iteration 66Q: 3 clusters Score -2.401038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24010388.000000 Penalty: 5995.024414
	Iteration 67Q: 3 clusters Score -2.401039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176242 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24010384.000000 Penalty: 5995.024414
	Iteration 68Q: 3 clusters Score -2.401038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -24010406.000000 Penalty: 5995.024414
	Iteration 69Q: 3 clusters Score -2.401041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -24010416.000000 Penalty: 5995.024414
	Iteration 70Q: 3 clusters Score -2.401042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -24010428.000000 Penalty: 5995.024414
	Iteration 71Q: 3 clusters Score -2.401043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176269 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24010428.000000 Penalty: 5995.024414
	Iteration 72Q: 3 clusters Score -2.401043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -24010418.000000 Penalty: 5995.024414
	Iteration 73Q: 3 clusters Score -2.401042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -24010432.000000 Penalty: 5995.024414
	Iteration 74Q: 3 clusters Score -2.401043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -24010420.000000 Penalty: 5995.024414
	Iteration 75Q: 3 clusters Score -2.401042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -24010418.000000 Penalty: 5995.024414
	Iteration 76Q: 3 clusters Score -2.401042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176289 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -24010426.000000 Penalty: 5995.024414
	Iteration 77Q: 3 clusters Score -2.401043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176291 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24010418.000000 Penalty: 5995.024414
	Iteration 78Q: 3 clusters Score -2.401042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176291 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24010418.000000 Penalty: 5995.024414
	Iteration 79F: 3 clusters Score -2.401042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Entering Unmasked Estep 
Score: -5442109.500000 Penalty: 2626.166992
	Iteration 0F: 2 clusters Score -5442110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5415278.000000 Penalty: 5252.333984
	Iteration 0F: 3 clusters Score -5415278 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5425210.500000 Penalty: 5252.333984
	Iteration 1F: 3 clusters Score -5425210 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -5425761.500000 Penalty: 5252.333984
	Iteration 2Q: 3 clusters Score -5425762 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5426301.500000 Penalty: 5252.333984
	Iteration 3Q: 3 clusters Score -5426302 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5426922.000000 Penalty: 5252.333984
	Iteration 4Q: 3 clusters Score -5426922 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -5427699.000000 Penalty: 5252.333984
	Iteration 5Q: 3 clusters Score -5427699 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5428885.000000 Penalty: 5252.333984
	Iteration 6F: 3 clusters Score -5428885 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -5430639.500000 Penalty: 5252.333984
	Iteration 7F: 3 clusters Score -5430640 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -5432967.000000 Penalty: 5252.333984
	Iteration 8F: 3 clusters Score -5432967 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5435256.500000 Penalty: 5252.333984
	Iteration 9F: 3 clusters Score -5435256 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5436876.000000 Penalty: 5252.333984
	Iteration 10Q: 3 clusters Score -5436876 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5437731.000000 Penalty: 5252.333984
	Iteration 11Q: 3 clusters Score -5437731 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5438308.000000 Penalty: 5252.333984
	Iteration 12Q: 3 clusters Score -5438308 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -5438649.000000 Penalty: 5252.333984
	Iteration 13Q: 3 clusters Score -5438649 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5438906.500000 Penalty: 5252.333984
	Iteration 14Q: 3 clusters Score -5438906 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5439074.500000 Penalty: 5252.333984
	Iteration 15Q: 3 clusters Score -5439074 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5439170.500000 Penalty: 5252.333984
	Iteration 16Q: 3 clusters Score -5439170 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5439298.500000 Penalty: 5252.333984
	Iteration 17Q: 3 clusters Score -5439298 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5439409.000000 Penalty: 5252.333984
	Iteration 18Q: 3 clusters Score -5439409 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5439513.000000 Penalty: 5252.333984
	Iteration 19Q: 3 clusters Score -5439513 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5439593.000000 Penalty: 5252.333984
	Iteration 20F: 3 clusters Score -5439593 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5439637.500000 Penalty: 5252.333984
	Iteration 21Q: 3 clusters Score -5439638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5439683.500000 Penalty: 5252.333984
	Iteration 22Q: 3 clusters Score -5439684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5439719.000000 Penalty: 5252.333984
	Iteration 23Q: 3 clusters Score -5439719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5439782.000000 Penalty: 5252.333984
	Iteration 24Q: 3 clusters Score -5439782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5439831.000000 Penalty: 5252.333984
	Iteration 25Q: 3 clusters Score -5439831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5439861.000000 Penalty: 5252.333984
	Iteration 26Q: 3 clusters Score -5439861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5439882.000000 Penalty: 5252.333984
	Iteration 27Q: 3 clusters Score -5439882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5439912.500000 Penalty: 5252.333984
	Iteration 28Q: 3 clusters Score -5439912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5439915.500000 Penalty: 5252.333984
	Iteration 29Q: 3 clusters Score -5439916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5439938.500000 Penalty: 5252.333984
	Iteration 30Q: 3 clusters Score -5439938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5439961.000000 Penalty: 5252.333984
	Iteration 31Q: 3 clusters Score -5439961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5439968.500000 Penalty: 5252.333984
	Iteration 32Q: 3 clusters Score -5439968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5439981.500000 Penalty: 5252.333984
	Iteration 33Q: 3 clusters Score -5439982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5439995.000000 Penalty: 5252.333984
	Iteration 34Q: 3 clusters Score -5439995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5439992.000000 Penalty: 5252.333984
	Iteration 35Q: 3 clusters Score -5439992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5439987.500000 Penalty: 5252.333984
	Iteration 36Q: 3 clusters Score -5439988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5439992.500000 Penalty: 5252.333984
	Iteration 37Q: 3 clusters Score -5439992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5440005.000000 Penalty: 5252.333984
	Iteration 38Q: 3 clusters Score -5440005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5440005.500000 Penalty: 5252.333984
	Iteration 39Q: 3 clusters Score -5440006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5440004.500000 Penalty: 5252.333984
	Iteration 40F: 3 clusters Score -5440004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5440006.000000 Penalty: 5252.333984
	Iteration 41Q: 3 clusters Score -5440006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5440008.500000 Penalty: 5252.333984
	Iteration 42Q: 3 clusters Score -5440008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5440007.500000 Penalty: 5252.333984
	Iteration 43Q: 3 clusters Score -5440008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5440010.500000 Penalty: 5252.333984
	Iteration 44Q: 3 clusters Score -5440010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5440010.500000 Penalty: 5252.333984
	Iteration 45Q: 3 clusters Score -5440010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5440009.500000 Penalty: 5252.333984
	Iteration 46Q: 3 clusters Score -5440010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5440007.000000 Penalty: 5252.333984
	Iteration 47Q: 3 clusters Score -5440007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5440012.000000 Penalty: 5252.333984
	Iteration 48Q: 3 clusters Score -5440012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5440010.000000 Penalty: 5252.333984
	Iteration 49Q: 3 clusters Score -5440010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5440017.500000 Penalty: 5252.333984
	Iteration 50Q: 3 clusters Score -5440018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5440010.500000 Penalty: 5252.333984
	Iteration 51Q: 3 clusters Score -5440010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5440016.000000 Penalty: 5252.333984
	Iteration 52Q: 3 clusters Score -5440016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5440016.000000 Penalty: 5252.333984
	Iteration 53Q: 3 clusters Score -5440016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5440019.000000 Penalty: 5252.333984
	Iteration 54Q: 3 clusters Score -5440019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5440019.000000 Penalty: 5252.333984
	Iteration 55F: 3 clusters Score -5440019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -2410590.500000 Penalty: 2435.480469
	Iteration 0F: 2 clusters Score -2410590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2397552.250000 Penalty: 4870.960938
	Iteration 0F: 3 clusters Score -2397552 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2401984.250000 Penalty: 4870.960938
	Iteration 1F: 3 clusters Score -2401984 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2402852.750000 Penalty: 4870.960938
	Iteration 2F: 3 clusters Score -2402853 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2403899.000000 Penalty: 4870.960938
	Iteration 3F: 3 clusters Score -2403899 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2404898.000000 Penalty: 4870.960938
	Iteration 4F: 3 clusters Score -2404898 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2405826.250000 Penalty: 4870.960938
	Iteration 5F: 3 clusters Score -2405826 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2406639.750000 Penalty: 4870.960938
	Iteration 6F: 3 clusters Score -2406640 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2407253.250000 Penalty: 4870.960938
	Iteration 7F: 3 clusters Score -2407253 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2407725.000000 Penalty: 4870.960938
	Iteration 8Q: 3 clusters Score -2407725 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2408157.250000 Penalty: 4870.960938
	Iteration 9Q: 3 clusters Score -2408157 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2408529.500000 Penalty: 4870.960938
	Iteration 10Q: 3 clusters Score -2408530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2408807.250000 Penalty: 4870.960938
	Iteration 11Q: 3 clusters Score -2408807 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2408990.000000 Penalty: 4870.960938
	Iteration 12Q: 3 clusters Score -2408990 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2409138.500000 Penalty: 4870.960938
	Iteration 13Q: 3 clusters Score -2409138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2409273.750000 Penalty: 4870.960938
	Iteration 14Q: 3 clusters Score -2409274 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2409334.000000 Penalty: 4870.960938
	Iteration 15Q: 3 clusters Score -2409334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2409397.750000 Penalty: 4870.960938
	Iteration 16Q: 3 clusters Score -2409398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2409437.250000 Penalty: 4870.960938
	Iteration 17Q: 3 clusters Score -2409437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2409467.500000 Penalty: 4870.960938
	Iteration 18Q: 3 clusters Score -2409468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2409498.250000 Penalty: 4870.960938
	Iteration 19Q: 3 clusters Score -2409498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2409508.500000 Penalty: 4870.960938
	Iteration 20F: 3 clusters Score -2409508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2409512.750000 Penalty: 4870.960938
	Iteration 21Q: 3 clusters Score -2409513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2409519.500000 Penalty: 4870.960938
	Iteration 22Q: 3 clusters Score -2409520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2409522.000000 Penalty: 4870.960938
	Iteration 23Q: 3 clusters Score -2409522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2409529.250000 Penalty: 4870.960938
	Iteration 24Q: 3 clusters Score -2409529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2409532.000000 Penalty: 4870.960938
	Iteration 25Q: 3 clusters Score -2409532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2409537.250000 Penalty: 4870.960938
	Iteration 26Q: 3 clusters Score -2409537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2409536.750000 Penalty: 4870.960938
	Iteration 27Q: 3 clusters Score -2409537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2409538.000000 Penalty: 4870.960938
	Iteration 28Q: 3 clusters Score -2409538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2409542.500000 Penalty: 4870.960938
	Iteration 29Q: 3 clusters Score -2409542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2409549.250000 Penalty: 4870.960938
	Iteration 30Q: 3 clusters Score -2409549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2409547.250000 Penalty: 4870.960938
	Iteration 31Q: 3 clusters Score -2409547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2409554.750000 Penalty: 4870.960938
	Iteration 32Q: 3 clusters Score -2409555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2409557.250000 Penalty: 4870.960938
	Iteration 33Q: 3 clusters Score -2409557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2409556.750000 Penalty: 4870.960938
	Iteration 34Q: 3 clusters Score -2409557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2409553.750000 Penalty: 4870.960938
	Iteration 35Q: 3 clusters Score -2409554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2409562.000000 Penalty: 4870.960938
	Iteration 36Q: 3 clusters Score -2409562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2409569.750000 Penalty: 4870.960938
	Iteration 37Q: 3 clusters Score -2409570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2409577.250000 Penalty: 4870.960938
	Iteration 38Q: 3 clusters Score -2409577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2409578.000000 Penalty: 4870.960938
	Iteration 39Q: 3 clusters Score -2409578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2409580.250000 Penalty: 4870.960938
	Iteration 40F: 3 clusters Score -2409580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2409580.750000 Penalty: 4870.960938
	Iteration 41Q: 3 clusters Score -2409581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2409584.500000 Penalty: 4870.960938
	Iteration 42Q: 3 clusters Score -2409584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2409584.250000 Penalty: 4870.960938
	Iteration 43Q: 3 clusters Score -2409584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2409596.000000 Penalty: 4870.960938
	Iteration 44Q: 3 clusters Score -2409596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2409604.250000 Penalty: 4870.960938
	Iteration 45Q: 3 clusters Score -2409604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2409614.000000 Penalty: 4870.960938
	Iteration 46Q: 3 clusters Score -2409614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2409618.500000 Penalty: 4870.960938
	Iteration 47Q: 3 clusters Score -2409618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2409618.000000 Penalty: 4870.960938
	Iteration 48Q: 3 clusters Score -2409618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2409619.750000 Penalty: 4870.960938
	Iteration 49Q: 3 clusters Score -2409620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2409625.250000 Penalty: 4870.960938
	Iteration 50Q: 3 clusters Score -2409625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2409629.500000 Penalty: 4870.960938
	Iteration 51Q: 3 clusters Score -2409630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2409634.750000 Penalty: 4870.960938
	Iteration 52Q: 3 clusters Score -2409635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2409645.250000 Penalty: 4870.960938
	Iteration 53Q: 3 clusters Score -2409645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2409643.000000 Penalty: 4870.960938
	Iteration 54Q: 3 clusters Score -2409643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2409648.750000 Penalty: 4870.960938
	Iteration 55Q: 3 clusters Score -2409649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2409654.250000 Penalty: 4870.960938
	Iteration 56Q: 3 clusters Score -2409654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2409652.250000 Penalty: 4870.960938
	Iteration 57Q: 3 clusters Score -2409652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2409651.000000 Penalty: 4870.960938
	Iteration 58Q: 3 clusters Score -2409651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2409652.750000 Penalty: 4870.960938
	Iteration 59Q: 3 clusters Score -2409653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2409654.750000 Penalty: 4870.960938
	Iteration 60F: 3 clusters Score -2409655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2409655.750000 Penalty: 4870.960938
	Iteration 61Q: 3 clusters Score -2409656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2409657.750000 Penalty: 4870.960938
	Iteration 62Q: 3 clusters Score -2409658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2409663.500000 Penalty: 4870.960938
	Iteration 63Q: 3 clusters Score -2409664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2409661.500000 Penalty: 4870.960938
	Iteration 64Q: 3 clusters Score -2409662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2409663.500000 Penalty: 4870.960938
	Iteration 65Q: 3 clusters Score -2409664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2409666.500000 Penalty: 4870.960938
	Iteration 66Q: 3 clusters Score -2409666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2409665.500000 Penalty: 4870.960938
	Iteration 67Q: 3 clusters Score -2409666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2409665.250000 Penalty: 4870.960938
	Iteration 68Q: 3 clusters Score -2409665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2409664.500000 Penalty: 4870.960938
	Iteration 69Q: 3 clusters Score -2409664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2409664.500000 Penalty: 4870.960938
	Iteration 70F: 3 clusters Score -2409664 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 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 272 members 
Entering Unmasked Estep 
Score: -56773.375000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56773.38 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57709.750000 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -57709.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -58147.132812 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -58147.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58423.726562 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -58423.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -58572.152344 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -58572.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58624.546875 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -58624.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58652.980469 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -58652.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58652.980469 Penalty: 3140.425049
	Iteration 7F: 3 clusters Score -58652.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 171688 members 
Mstep: Class 5 contains 24252 members 
Mstep: Class 6 contains 148344 members 
Mstep: Class 7 contains 132651 members 
Mstep: Class 8 contains 13237 members 
Mstep: Class 9 contains 177503 members 
Mstep: Class 10 contains 39711 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31394 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 419 members 
Entering Unmasked Estep 
Score: -126426384.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126427360.000000 to -126426384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -489093.187500 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -489093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -485430.218750 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -485430.2 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -486147.468750 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -486147.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -486311.187500 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -486311.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -486394.875000 Penalty: 4068.295410
	Iteration 3Q: 3 clusters Score -486394.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -486447.843750 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -486447.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -486484.781250 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -486484.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -486514.593750 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -486514.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -486537.562500 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -486537.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -486558.781250 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -486558.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -486577.750000 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -486577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -486595.093750 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -486595.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -486606.687500 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -486606.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -486621.250000 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -486621.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -486632.281250 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -486632.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -486636.093750 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -486636.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -486644.031250 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -486644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -486652.000000 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -486652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -486659.218750 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -486659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -486665.750000 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -486665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -486675.687500 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -486675.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -486683.031250 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -486683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -486687.718750 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -486687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -486690.437500 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -486690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -486694.125000 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -486694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -486699.343750 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -486699.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -486704.625000 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -486704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -486707.812500 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -486707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -486711.281250 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -486711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -486714.156250 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -486714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -486716.218750 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -486716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -486719.250000 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -486719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -486721.406250 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -486721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -486724.500000 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -486724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -486727.343750 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -486727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -486731.218750 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -486731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -486734.500000 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -486734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -486736.781250 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -486736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -486739.031250 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -486739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -486743.750000 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -486743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -486746.312500 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -486746.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -486749.468750 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -486749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -486750.281250 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -486750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -486751.468750 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -486751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -486750.656250 Penalty: 4068.295410
	Iteration 43Q: 3 clusters Score -486750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -486751.906250 Penalty: 4068.295410
	Iteration 44Q: 3 clusters Score -486751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -486752.875000 Penalty: 4068.295410
	Iteration 45Q: 3 clusters Score -486752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -486752.968750 Penalty: 4068.295410
	Iteration 46Q: 3 clusters Score -486753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -486752.968750 Penalty: 4068.295410
	Iteration 47F: 3 clusters Score -486753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Entering Unmasked Estep 
Score: -6714268.000000 Penalty: 2679.390625
	Iteration 0F: 2 clusters Score -6714268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -6681184.500000 Penalty: 5358.781250
	Iteration 0F: 3 clusters Score -6681184 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -6693593.500000 Penalty: 5358.781250
	Iteration 1F: 3 clusters Score -6693594 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -6694076.500000 Penalty: 5358.781250
	Iteration 2Q: 3 clusters Score -6694076 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6694629.000000 Penalty: 5358.781250
	Iteration 3Q: 3 clusters Score -6694629 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -6695385.500000 Penalty: 5358.781250
	Iteration 4Q: 3 clusters Score -6695386 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6696477.000000 Penalty: 5358.781250
	Iteration 5Q: 3 clusters Score -6696477 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -6697922.500000 Penalty: 5358.781250
	Iteration 6F: 3 clusters Score -6697922 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -6700075.000000 Penalty: 5358.781250
	Iteration 7F: 3 clusters Score -6700075 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -6702722.500000 Penalty: 5358.781250
	Iteration 8F: 3 clusters Score -6702722 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -6705418.500000 Penalty: 5358.781250
	Iteration 9F: 3 clusters Score -6705418 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -6707557.500000 Penalty: 5358.781250
	Iteration 10F: 3 clusters Score -6707558 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -6708810.000000 Penalty: 5358.781250
	Iteration 11Q: 3 clusters Score -6708810 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -6709358.000000 Penalty: 5358.781250
	Iteration 12Q: 3 clusters Score -6709358 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -6709696.500000 Penalty: 5358.781250
	Iteration 13Q: 3 clusters Score -6709696 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -6709922.500000 Penalty: 5358.781250
	Iteration 14Q: 3 clusters Score -6709922 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -6710047.500000 Penalty: 5358.781250
	Iteration 15Q: 3 clusters Score -6710048 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -6710205.000000 Penalty: 5358.781250
	Iteration 16Q: 3 clusters Score -6710205 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -6710340.000000 Penalty: 5358.781250
	Iteration 17Q: 3 clusters Score -6710340 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -6710452.000000 Penalty: 5358.781250
	Iteration 18Q: 3 clusters Score -6710452 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -6710579.500000 Penalty: 5358.781250
	Iteration 19Q: 3 clusters Score -6710580 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -6710692.500000 Penalty: 5358.781250
	Iteration 20F: 3 clusters Score -6710692 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -6710810.000000 Penalty: 5358.781250
	Iteration 21Q: 3 clusters Score -6710810 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6710891.000000 Penalty: 5358.781250
	Iteration 22Q: 3 clusters Score -6710891 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6710985.500000 Penalty: 5358.781250
	Iteration 23Q: 3 clusters Score -6710986 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -6711078.000000 Penalty: 5358.781250
	Iteration 24Q: 3 clusters Score -6711078 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6711140.000000 Penalty: 5358.781250
	Iteration 25Q: 3 clusters Score -6711140 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -6711226.500000 Penalty: 5358.781250
	Iteration 26Q: 3 clusters Score -6711226 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -6711307.000000 Penalty: 5358.781250
	Iteration 27Q: 3 clusters Score -6711307 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -6711390.500000 Penalty: 5358.781250
	Iteration 28Q: 3 clusters Score -6711390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -6711477.000000 Penalty: 5358.781250
	Iteration 29Q: 3 clusters Score -6711477 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6711534.500000 Penalty: 5358.781250
	Iteration 30Q: 3 clusters Score -6711534 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6711572.000000 Penalty: 5358.781250
	Iteration 31Q: 3 clusters Score -6711572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6711615.000000 Penalty: 5358.781250
	Iteration 32Q: 3 clusters Score -6711615 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6711655.000000 Penalty: 5358.781250
	Iteration 33Q: 3 clusters Score -6711655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -6711704.000000 Penalty: 5358.781250
	Iteration 34Q: 3 clusters Score -6711704 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6711762.000000 Penalty: 5358.781250
	Iteration 35Q: 3 clusters Score -6711762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6711791.500000 Penalty: 5358.781250
	Iteration 36Q: 3 clusters Score -6711792 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -6711834.500000 Penalty: 5358.781250
	Iteration 37Q: 3 clusters Score -6711834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -6711875.000000 Penalty: 5358.781250
	Iteration 38Q: 3 clusters Score -6711875 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6711912.000000 Penalty: 5358.781250
	Iteration 39Q: 3 clusters Score -6711912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6711943.000000 Penalty: 5358.781250
	Iteration 40F: 3 clusters Score -6711943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6711956.500000 Penalty: 5358.781250
	Iteration 41Q: 3 clusters Score -6711956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6711977.000000 Penalty: 5358.781250
	Iteration 42Q: 3 clusters Score -6711977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6711986.000000 Penalty: 5358.781250
	Iteration 43Q: 3 clusters Score -6711986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6711994.000000 Penalty: 5358.781250
	Iteration 44Q: 3 clusters Score -6711994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6712003.000000 Penalty: 5358.781250
	Iteration 45Q: 3 clusters Score -6712003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6712017.000000 Penalty: 5358.781250
	Iteration 46Q: 3 clusters Score -6712017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6712030.500000 Penalty: 5358.781250
	Iteration 47Q: 3 clusters Score -6712030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6712049.500000 Penalty: 5358.781250
	Iteration 48Q: 3 clusters Score -6712050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6712047.000000 Penalty: 5358.781250
	Iteration 49Q: 3 clusters Score -6712047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6712063.000000 Penalty: 5358.781250
	Iteration 50Q: 3 clusters Score -6712063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6712078.500000 Penalty: 5358.781250
	Iteration 51Q: 3 clusters Score -6712078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6712091.000000 Penalty: 5358.781250
	Iteration 52Q: 3 clusters Score -6712091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6712096.000000 Penalty: 5358.781250
	Iteration 53Q: 3 clusters Score -6712096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6712101.000000 Penalty: 5358.781250
	Iteration 54Q: 3 clusters Score -6712101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6712099.500000 Penalty: 5358.781250
	Iteration 55Q: 3 clusters Score -6712100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6712110.500000 Penalty: 5358.781250
	Iteration 56Q: 3 clusters Score -6712110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6712110.500000 Penalty: 5358.781250
	Iteration 57Q: 3 clusters Score -6712110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6712115.500000 Penalty: 5358.781250
	Iteration 58Q: 3 clusters Score -6712116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6712114.000000 Penalty: 5358.781250
	Iteration 59Q: 3 clusters Score -6712114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6712116.000000 Penalty: 5358.781250
	Iteration 60F: 3 clusters Score -6712116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6712116.500000 Penalty: 5358.781250
	Iteration 61Q: 3 clusters Score -6712116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6712127.000000 Penalty: 5358.781250
	Iteration 62Q: 3 clusters Score -6712127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6712134.000000 Penalty: 5358.781250
	Iteration 63Q: 3 clusters Score -6712134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6712134.500000 Penalty: 5358.781250
	Iteration 64Q: 3 clusters Score -6712134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6712130.500000 Penalty: 5358.781250
	Iteration 65Q: 3 clusters Score -6712130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6712133.500000 Penalty: 5358.781250
	Iteration 66Q: 3 clusters Score -6712134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6712129.500000 Penalty: 5358.781250
	Iteration 67Q: 3 clusters Score -6712130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6712133.500000 Penalty: 5358.781250
	Iteration 68Q: 3 clusters Score -6712134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6712135.500000 Penalty: 5358.781250
	Iteration 69Q: 3 clusters Score -6712136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6712138.500000 Penalty: 5358.781250
	Iteration 70Q: 3 clusters Score -6712138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6712133.000000 Penalty: 5358.781250
	Iteration 71Q: 3 clusters Score -6712133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6712137.500000 Penalty: 5358.781250
	Iteration 72Q: 3 clusters Score -6712138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6712143.500000 Penalty: 5358.781250
	Iteration 73Q: 3 clusters Score -6712144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6712142.000000 Penalty: 5358.781250
	Iteration 74Q: 3 clusters Score -6712142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6712145.500000 Penalty: 5358.781250
	Iteration 75Q: 3 clusters Score -6712146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6712147.000000 Penalty: 5358.781250
	Iteration 76Q: 3 clusters Score -6712147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6712157.500000 Penalty: 5358.781250
	Iteration 77Q: 3 clusters Score -6712158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6712153.500000 Penalty: 5358.781250
	Iteration 78Q: 3 clusters Score -6712154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6712160.000000 Penalty: 5358.781250
	Iteration 79Q: 3 clusters Score -6712160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6712164.000000 Penalty: 5358.781250
	Iteration 80F: 3 clusters Score -6712164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6712172.500000 Penalty: 5358.781250
	Iteration 81Q: 3 clusters Score -6712172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6712183.500000 Penalty: 5358.781250
	Iteration 82Q: 3 clusters Score -6712184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6712187.500000 Penalty: 5358.781250
	Iteration 83Q: 3 clusters Score -6712188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6712184.000000 Penalty: 5358.781250
	Iteration 84Q: 3 clusters Score -6712184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6712180.500000 Penalty: 5358.781250
	Iteration 85Q: 3 clusters Score -6712180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6712182.500000 Penalty: 5358.781250
	Iteration 86Q: 3 clusters Score -6712182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6712187.500000 Penalty: 5358.781250
	Iteration 87Q: 3 clusters Score -6712188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6712180.000000 Penalty: 5358.781250
	Iteration 88Q: 3 clusters Score -6712180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6712173.500000 Penalty: 5358.781250
	Iteration 89Q: 3 clusters Score -6712174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6712182.000000 Penalty: 5358.781250
	Iteration 90Q: 3 clusters Score -6712182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6712179.500000 Penalty: 5358.781250
	Iteration 91Q: 3 clusters Score -6712180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6712186.000000 Penalty: 5358.781250
	Iteration 92Q: 3 clusters Score -6712186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6712188.500000 Penalty: 5358.781250
	Iteration 93Q: 3 clusters Score -6712188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6712187.500000 Penalty: 5358.781250
	Iteration 94Q: 3 clusters Score -6712188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6712184.000000 Penalty: 5358.781250
	Iteration 95Q: 3 clusters Score -6712184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6712186.000000 Penalty: 5358.781250
	Iteration 96Q: 3 clusters Score -6712186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6712189.500000 Penalty: 5358.781250
	Iteration 97Q: 3 clusters Score -6712190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6712190.500000 Penalty: 5358.781250
	Iteration 98Q: 3 clusters Score -6712190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6712185.500000 Penalty: 5358.781250
	Iteration 99Q: 3 clusters Score -6712186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6712193.500000 Penalty: 5358.781250
	Iteration 100F: 3 clusters Score -6712194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6712195.000000 Penalty: 5358.781250
	Iteration 101Q: 3 clusters Score -6712195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6712197.000000 Penalty: 5358.781250
	Iteration 102Q: 3 clusters Score -6712197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6712199.500000 Penalty: 5358.781250
	Iteration 103Q: 3 clusters Score -6712200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6712199.500000 Penalty: 5358.781250
	Iteration 104F: 3 clusters Score -6712200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 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 292 members 
Entering Unmasked Estep 
Score: -68428.031250 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68428.03 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68763.460938 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68763.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69047.031250 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69047.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69246.601562 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -69246.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69587.898438 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -69587.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -69751.929688 Penalty: 3168.726318
	Iteration 5F: 3 clusters Score -69751.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -69909.328125 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69909.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -69990.515625 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69990.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -70022.156250 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -70022.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -70039.773438 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -70039.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -70048.460938 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -70048.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -70048.460938 Penalty: 3168.726318
	Iteration 11F: 3 clusters Score -70048.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 171688 members 
Mstep: Class 5 contains 24252 members 
Mstep: Class 6 contains 148344 members 
Mstep: Class 7 contains 132651 members 
Mstep: Class 8 contains 13237 members 
Mstep: Class 9 contains 177503 members 
Mstep: Class 10 contains 39711 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31394 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 123 members 
Entering Unmasked Estep 
Score: -126425536.000000 Penalty: 92212.148438
Splitting cluster 15 changes total score from -126427360.000000 to -126425536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -884443.375000 Penalty: 2177.482666
	Iteration 0F: 2 clusters Score -884443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -878906.937500 Penalty: 4354.965332
	Iteration 0F: 3 clusters Score -878906.9 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -880221.062500 Penalty: 4354.965332
	Iteration 1F: 3 clusters Score -880221.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -880474.437500 Penalty: 4354.965332
	Iteration 2F: 3 clusters Score -880474.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -880624.562500 Penalty: 4354.965332
	Iteration 3Q: 3 clusters Score -880624.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -880731.687500 Penalty: 4354.965332
	Iteration 4Q: 3 clusters Score -880731.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -880803.875000 Penalty: 4354.965332
	Iteration 5Q: 3 clusters Score -880803.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -880871.437500 Penalty: 4354.965332
	Iteration 6Q: 3 clusters Score -880871.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -880921.375000 Penalty: 4354.965332
	Iteration 7Q: 3 clusters Score -880921.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -880957.187500 Penalty: 4354.965332
	Iteration 8Q: 3 clusters Score -880957.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -880992.750000 Penalty: 4354.965332
	Iteration 9Q: 3 clusters Score -880992.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -881035.812500 Penalty: 4354.965332
	Iteration 10Q: 3 clusters Score -881035.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -881079.062500 Penalty: 4354.965332
	Iteration 11Q: 3 clusters Score -881079.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -881124.875000 Penalty: 4354.965332
	Iteration 12Q: 3 clusters Score -881124.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -881167.625000 Penalty: 4354.965332
	Iteration 13Q: 3 clusters Score -881167.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -881203.812500 Penalty: 4354.965332
	Iteration 14Q: 3 clusters Score -881203.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -881239.125000 Penalty: 4354.965332
	Iteration 15Q: 3 clusters Score -881239.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -881270.875000 Penalty: 4354.965332
	Iteration 16Q: 3 clusters Score -881270.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -881308.812500 Penalty: 4354.965332
	Iteration 17Q: 3 clusters Score -881308.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -881353.437500 Penalty: 4354.965332
	Iteration 18Q: 3 clusters Score -881353.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -881395.625000 Penalty: 4354.965332
	Iteration 19Q: 3 clusters Score -881395.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -881431.312500 Penalty: 4354.965332
	Iteration 20F: 3 clusters Score -881431.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -881477.500000 Penalty: 4354.965332
	Iteration 21Q: 3 clusters Score -881477.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -881509.750000 Penalty: 4354.965332
	Iteration 22Q: 3 clusters Score -881509.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -881544.250000 Penalty: 4354.965332
	Iteration 23Q: 3 clusters Score -881544.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -881594.875000 Penalty: 4354.965332
	Iteration 24Q: 3 clusters Score -881594.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -881651.375000 Penalty: 4354.965332
	Iteration 25Q: 3 clusters Score -881651.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -881715.687500 Penalty: 4354.965332
	Iteration 26Q: 3 clusters Score -881715.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -881775.875000 Penalty: 4354.965332
	Iteration 27Q: 3 clusters Score -881775.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -881832.312500 Penalty: 4354.965332
	Iteration 28Q: 3 clusters Score -881832.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -881882.437500 Penalty: 4354.965332
	Iteration 29Q: 3 clusters Score -881882.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -881919.562500 Penalty: 4354.965332
	Iteration 30Q: 3 clusters Score -881919.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -881955.562500 Penalty: 4354.965332
	Iteration 31Q: 3 clusters Score -881955.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -881989.687500 Penalty: 4354.965332
	Iteration 32Q: 3 clusters Score -881989.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -882031.125000 Penalty: 4354.965332
	Iteration 33Q: 3 clusters Score -882031.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -882065.312500 Penalty: 4354.965332
	Iteration 34Q: 3 clusters Score -882065.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -882103.562500 Penalty: 4354.965332
	Iteration 35Q: 3 clusters Score -882103.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -882134.437500 Penalty: 4354.965332
	Iteration 36Q: 3 clusters Score -882134.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -882164.125000 Penalty: 4354.965332
	Iteration 37Q: 3 clusters Score -882164.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -882196.625000 Penalty: 4354.965332
	Iteration 38Q: 3 clusters Score -882196.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -882222.937500 Penalty: 4354.965332
	Iteration 39Q: 3 clusters Score -882222.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -882256.875000 Penalty: 4354.965332
	Iteration 40F: 3 clusters Score -882256.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -882288.187500 Penalty: 4354.965332
	Iteration 41Q: 3 clusters Score -882288.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -882322.625000 Penalty: 4354.965332
	Iteration 42Q: 3 clusters Score -882322.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -882355.750000 Penalty: 4354.965332
	Iteration 43Q: 3 clusters Score -882355.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -882376.750000 Penalty: 4354.965332
	Iteration 44Q: 3 clusters Score -882376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -882395.687500 Penalty: 4354.965332
	Iteration 45Q: 3 clusters Score -882395.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -882406.812500 Penalty: 4354.965332
	Iteration 46Q: 3 clusters Score -882406.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -882419.312500 Penalty: 4354.965332
	Iteration 47Q: 3 clusters Score -882419.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -882434.125000 Penalty: 4354.965332
	Iteration 48Q: 3 clusters Score -882434.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -882442.437500 Penalty: 4354.965332
	Iteration 49Q: 3 clusters Score -882442.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -882449.437500 Penalty: 4354.965332
	Iteration 50Q: 3 clusters Score -882449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -882457.250000 Penalty: 4354.965332
	Iteration 51Q: 3 clusters Score -882457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -882462.562500 Penalty: 4354.965332
	Iteration 52Q: 3 clusters Score -882462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -882472.250000 Penalty: 4354.965332
	Iteration 53Q: 3 clusters Score -882472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -882476.687500 Penalty: 4354.965332
	Iteration 54Q: 3 clusters Score -882476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -882479.312500 Penalty: 4354.965332
	Iteration 55Q: 3 clusters Score -882479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -882482.000000 Penalty: 4354.965332
	Iteration 56Q: 3 clusters Score -882482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -882486.437500 Penalty: 4354.965332
	Iteration 57Q: 3 clusters Score -882486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -882494.000000 Penalty: 4354.965332
	Iteration 58Q: 3 clusters Score -882494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -882501.000000 Penalty: 4354.965332
	Iteration 59Q: 3 clusters Score -882501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -882503.750000 Penalty: 4354.965332
	Iteration 60F: 3 clusters Score -882503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -882508.500000 Penalty: 4354.965332
	Iteration 61Q: 3 clusters Score -882508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -882511.187500 Penalty: 4354.965332
	Iteration 62Q: 3 clusters Score -882511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -882513.437500 Penalty: 4354.965332
	Iteration 63Q: 3 clusters Score -882513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -882513.437500 Penalty: 4354.965332
	Iteration 64Q: 3 clusters Score -882513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -882513.437500 Penalty: 4354.965332
	Iteration 65F: 3 clusters Score -882513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Entering Unmasked Estep 
Score: -911176.812500 Penalty: 2198.632324
	Iteration 0F: 2 clusters Score -911176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -905360.937500 Penalty: 4397.264648
	Iteration 0F: 3 clusters Score -905360.9 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -907291.187500 Penalty: 4397.264648
	Iteration 1F: 3 clusters Score -907291.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -907947.562500 Penalty: 4397.264648
	Iteration 2F: 3 clusters Score -907947.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -908520.000000 Penalty: 4397.264648
	Iteration 3F: 3 clusters Score -908520 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -908960.000000 Penalty: 4397.264648
	Iteration 4F: 3 clusters Score -908960 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -909262.125000 Penalty: 4397.264648
	Iteration 5F: 3 clusters Score -909262.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -909475.375000 Penalty: 4397.264648
	Iteration 6Q: 3 clusters Score -909475.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -909607.062500 Penalty: 4397.264648
	Iteration 7Q: 3 clusters Score -909607.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -909693.187500 Penalty: 4397.264648
	Iteration 8Q: 3 clusters Score -909693.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -909751.812500 Penalty: 4397.264648
	Iteration 9Q: 3 clusters Score -909751.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -909790.375000 Penalty: 4397.264648
	Iteration 10Q: 3 clusters Score -909790.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -909812.750000 Penalty: 4397.264648
	Iteration 11Q: 3 clusters Score -909812.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -909833.875000 Penalty: 4397.264648
	Iteration 12Q: 3 clusters Score -909833.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -909849.437500 Penalty: 4397.264648
	Iteration 13Q: 3 clusters Score -909849.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -909868.625000 Penalty: 4397.264648
	Iteration 14Q: 3 clusters Score -909868.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -909882.062500 Penalty: 4397.264648
	Iteration 15Q: 3 clusters Score -909882.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -909894.562500 Penalty: 4397.264648
	Iteration 16Q: 3 clusters Score -909894.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -909904.812500 Penalty: 4397.264648
	Iteration 17Q: 3 clusters Score -909904.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -909916.062500 Penalty: 4397.264648
	Iteration 18Q: 3 clusters Score -909916.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -909923.062500 Penalty: 4397.264648
	Iteration 19Q: 3 clusters Score -909923.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -909928.250000 Penalty: 4397.264648
	Iteration 20F: 3 clusters Score -909928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -909929.000000 Penalty: 4397.264648
	Iteration 21Q: 3 clusters Score -909929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -909934.750000 Penalty: 4397.264648
	Iteration 22Q: 3 clusters Score -909934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -909934.062500 Penalty: 4397.264648
	Iteration 23Q: 3 clusters Score -909934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -909939.125000 Penalty: 4397.264648
	Iteration 24Q: 3 clusters Score -909939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -909941.062500 Penalty: 4397.264648
	Iteration 25Q: 3 clusters Score -909941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -909943.875000 Penalty: 4397.264648
	Iteration 26Q: 3 clusters Score -909943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -909946.937500 Penalty: 4397.264648
	Iteration 27Q: 3 clusters Score -909946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -909951.562500 Penalty: 4397.264648
	Iteration 28Q: 3 clusters Score -909951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -909952.187500 Penalty: 4397.264648
	Iteration 29Q: 3 clusters Score -909952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -909954.250000 Penalty: 4397.264648
	Iteration 30Q: 3 clusters Score -909954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -909953.875000 Penalty: 4397.264648
	Iteration 31Q: 3 clusters Score -909953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -909954.187500 Penalty: 4397.264648
	Iteration 32Q: 3 clusters Score -909954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -909956.062500 Penalty: 4397.264648
	Iteration 33Q: 3 clusters Score -909956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -909956.562500 Penalty: 4397.264648
	Iteration 34Q: 3 clusters Score -909956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -909956.937500 Penalty: 4397.264648
	Iteration 35Q: 3 clusters Score -909956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -909957.000000 Penalty: 4397.264648
	Iteration 36Q: 3 clusters Score -909957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -909956.750000 Penalty: 4397.264648
	Iteration 37Q: 3 clusters Score -909956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -909958.187500 Penalty: 4397.264648
	Iteration 38Q: 3 clusters Score -909958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -909957.687500 Penalty: 4397.264648
	Iteration 39Q: 3 clusters Score -909957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -909959.125000 Penalty: 4397.264648
	Iteration 40F: 3 clusters Score -909959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -909960.437500 Penalty: 4397.264648
	Iteration 41Q: 3 clusters Score -909960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -909959.687500 Penalty: 4397.264648
	Iteration 42Q: 3 clusters Score -909959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -909964.375000 Penalty: 4397.264648
	Iteration 43Q: 3 clusters Score -909964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -909965.062500 Penalty: 4397.264648
	Iteration 44Q: 3 clusters Score -909965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -909968.562500 Penalty: 4397.264648
	Iteration 45Q: 3 clusters Score -909968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -909967.750000 Penalty: 4397.264648
	Iteration 46Q: 3 clusters Score -909967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -909967.937500 Penalty: 4397.264648
	Iteration 47Q: 3 clusters Score -909967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -909967.437500 Penalty: 4397.264648
	Iteration 48Q: 3 clusters Score -909967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -909967.187500 Penalty: 4397.264648
	Iteration 49Q: 3 clusters Score -909967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -909967.437500 Penalty: 4397.264648
	Iteration 50Q: 3 clusters Score -909967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -909967.500000 Penalty: 4397.264648
	Iteration 51Q: 3 clusters Score -909967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -909968.812500 Penalty: 4397.264648
	Iteration 52Q: 3 clusters Score -909968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -909968.375000 Penalty: 4397.264648
	Iteration 53Q: 3 clusters Score -909968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -909970.000000 Penalty: 4397.264648
	Iteration 54Q: 3 clusters Score -909970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -909969.875000 Penalty: 4397.264648
	Iteration 55Q: 3 clusters Score -909969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -909969.750000 Penalty: 4397.264648
	Iteration 56Q: 3 clusters Score -909969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -909969.875000 Penalty: 4397.264648
	Iteration 57Q: 3 clusters Score -909969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -909972.437500 Penalty: 4397.264648
	Iteration 58Q: 3 clusters Score -909972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -909972.625000 Penalty: 4397.264648
	Iteration 59Q: 3 clusters Score -909972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -909977.375000 Penalty: 4397.264648
	Iteration 60F: 3 clusters Score -909977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -909978.500000 Penalty: 4397.264648
	Iteration 61Q: 3 clusters Score -909978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -909979.062500 Penalty: 4397.264648
	Iteration 62Q: 3 clusters Score -909979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -909980.687500 Penalty: 4397.264648
	Iteration 63Q: 3 clusters Score -909980.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -909984.250000 Penalty: 4397.264648
	Iteration 64Q: 3 clusters Score -909984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -909986.875000 Penalty: 4397.264648
	Iteration 65Q: 3 clusters Score -909986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -909992.000000 Penalty: 4397.264648
	Iteration 66Q: 3 clusters Score -909992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -909994.187500 Penalty: 4397.264648
	Iteration 67Q: 3 clusters Score -909994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -909997.562500 Penalty: 4397.264648
	Iteration 68Q: 3 clusters Score -909997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -909997.250000 Penalty: 4397.264648
	Iteration 69Q: 3 clusters Score -909997.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -910002.437500 Penalty: 4397.264648
	Iteration 70Q: 3 clusters Score -910002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -910003.875000 Penalty: 4397.264648
	Iteration 71Q: 3 clusters Score -910003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -910010.562500 Penalty: 4397.264648
	Iteration 72Q: 3 clusters Score -910010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -910009.000000 Penalty: 4397.264648
	Iteration 73Q: 3 clusters Score -910009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -910011.500000 Penalty: 4397.264648
	Iteration 74Q: 3 clusters Score -910011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -910014.500000 Penalty: 4397.264648
	Iteration 75Q: 3 clusters Score -910014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -910017.750000 Penalty: 4397.264648
	Iteration 76Q: 3 clusters Score -910017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -910020.937500 Penalty: 4397.264648
	Iteration 77Q: 3 clusters Score -910020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -910024.687500 Penalty: 4397.264648
	Iteration 78Q: 3 clusters Score -910024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -910028.312500 Penalty: 4397.264648
	Iteration 79Q: 3 clusters Score -910028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -910028.875000 Penalty: 4397.264648
	Iteration 80F: 3 clusters Score -910028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -910031.437500 Penalty: 4397.264648
	Iteration 81Q: 3 clusters Score -910031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -910031.937500 Penalty: 4397.264648
	Iteration 82Q: 3 clusters Score -910031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -910033.437500 Penalty: 4397.264648
	Iteration 83Q: 3 clusters Score -910033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -910033.187500 Penalty: 4397.264648
	Iteration 84Q: 3 clusters Score -910033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -910032.000000 Penalty: 4397.264648
	Iteration 85Q: 3 clusters Score -910032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -910032.687500 Penalty: 4397.264648
	Iteration 86Q: 3 clusters Score -910032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -910033.375000 Penalty: 4397.264648
	Iteration 87Q: 3 clusters Score -910033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -910033.625000 Penalty: 4397.264648
	Iteration 88Q: 3 clusters Score -910033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -910035.437500 Penalty: 4397.264648
	Iteration 89Q: 3 clusters Score -910035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -910036.875000 Penalty: 4397.264648
	Iteration 90Q: 3 clusters Score -910036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -910041.625000 Penalty: 4397.264648
	Iteration 91Q: 3 clusters Score -910041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -910040.625000 Penalty: 4397.264648
	Iteration 92Q: 3 clusters Score -910040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -910043.750000 Penalty: 4397.264648
	Iteration 93Q: 3 clusters Score -910043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -910046.375000 Penalty: 4397.264648
	Iteration 94Q: 3 clusters Score -910046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -910045.812500 Penalty: 4397.264648
	Iteration 95Q: 3 clusters Score -910045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -910050.687500 Penalty: 4397.264648
	Iteration 96Q: 3 clusters Score -910050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -910051.812500 Penalty: 4397.264648
	Iteration 97Q: 3 clusters Score -910051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -910054.125000 Penalty: 4397.264648
	Iteration 98Q: 3 clusters Score -910054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -910053.562500 Penalty: 4397.264648
	Iteration 99Q: 3 clusters Score -910053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -910054.250000 Penalty: 4397.264648
	Iteration 100F: 3 clusters Score -910054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -910053.875000 Penalty: 4397.264648
	Iteration 101Q: 3 clusters Score -910053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -910053.437500 Penalty: 4397.264648
	Iteration 102Q: 3 clusters Score -910053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -910053.437500 Penalty: 4397.264648
	Iteration 103F: 3 clusters Score -910053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -63807.753906 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -63807.75 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 258 members 
Entering Unmasked Estep 
Score: -62248.144531 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -62248.14 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62428.597656 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -62428.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62523.527344 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -62523.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62572.300781 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -62572.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62613.515625 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -62613.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62630.265625 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -62630.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62639.433594 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -62639.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62643.191406 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -62643.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62643.191406 Penalty: 3091.294189
	Iteration 8F: 3 clusters Score -62643.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Entering Unmasked Estep 
Score: -9288675.000000 Penalty: 2768.413086
	Iteration 0F: 2 clusters Score -9288675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -9241387.000000 Penalty: 5536.826172
	Iteration 0F: 3 clusters Score -9241387 nChanged 33040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -9259839.000000 Penalty: 5536.826172
	Iteration 1F: 3 clusters Score -9259839 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -9260356.000000 Penalty: 5536.826172
	Iteration 2Q: 3 clusters Score -9260356 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -9260873.000000 Penalty: 5536.826172
	Iteration 3Q: 3 clusters Score -9260873 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -9261416.000000 Penalty: 5536.826172
	Iteration 4Q: 3 clusters Score -9261416 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -9262083.000000 Penalty: 5536.826172
	Iteration 5Q: 3 clusters Score -9262083 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -9262959.000000 Penalty: 5536.826172
	Iteration 6Q: 3 clusters Score -9262959 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -9264170.000000 Penalty: 5536.826172
	Iteration 7Q: 3 clusters Score -9264170 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -9266148.000000 Penalty: 5536.826172
	Iteration 8F: 3 clusters Score -9266148 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -9268979.000000 Penalty: 5536.826172
	Iteration 9F: 3 clusters Score -9268979 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -9272783.000000 Penalty: 5536.826172
	Iteration 10F: 3 clusters Score -9272783 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -9277035.000000 Penalty: 5536.826172
	Iteration 11F: 3 clusters Score -9277035 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -9280759.000000 Penalty: 5536.826172
	Iteration 12F: 3 clusters Score -9280759 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9283548.000000 Penalty: 5536.826172
	Iteration 13Q: 3 clusters Score -9283548 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9284955.000000 Penalty: 5536.826172
	Iteration 14Q: 3 clusters Score -9284955 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9285668.000000 Penalty: 5536.826172
	Iteration 15Q: 3 clusters Score -9285668 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9286031.000000 Penalty: 5536.826172
	Iteration 16Q: 3 clusters Score -9286031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9286181.000000 Penalty: 5536.826172
	Iteration 17Q: 3 clusters Score -9286181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9286253.000000 Penalty: 5536.826172
	Iteration 18Q: 3 clusters Score -9286253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9286317.000000 Penalty: 5536.826172
	Iteration 19Q: 3 clusters Score -9286317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9286364.000000 Penalty: 5536.826172
	Iteration 20F: 3 clusters Score -9286364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9286392.000000 Penalty: 5536.826172
	Iteration 21Q: 3 clusters Score -9286392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9286416.000000 Penalty: 5536.826172
	Iteration 22Q: 3 clusters Score -9286416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9286434.000000 Penalty: 5536.826172
	Iteration 23Q: 3 clusters Score -9286434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9286437.000000 Penalty: 5536.826172
	Iteration 24Q: 3 clusters Score -9286437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9286454.000000 Penalty: 5536.826172
	Iteration 25Q: 3 clusters Score -9286454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9286458.000000 Penalty: 5536.826172
	Iteration 26Q: 3 clusters Score -9286458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9286467.000000 Penalty: 5536.826172
	Iteration 27Q: 3 clusters Score -9286467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9286458.000000 Penalty: 5536.826172
	Iteration 28Q: 3 clusters Score -9286458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9286459.000000 Penalty: 5536.826172
	Iteration 29Q: 3 clusters Score -9286459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9286453.000000 Penalty: 5536.826172
	Iteration 30Q: 3 clusters Score -9286453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9286457.000000 Penalty: 5536.826172
	Iteration 31Q: 3 clusters Score -9286457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9286457.000000 Penalty: 5536.826172
	Iteration 32F: 3 clusters Score -9286457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 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 304 members 
Entering Unmasked Estep 
Score: -71188.656250 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71188.66 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71499.984375 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71499.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71661.218750 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71661.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71772.359375 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -71772.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71894.484375 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -71894.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71956.812500 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71956.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72004.046875 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -72004.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72056.625000 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -72056.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72120.164062 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -72120.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72201.398438 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -72201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72238.359375 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72238.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72260.273438 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72260.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72283.281250 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -72283.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72304.835938 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -72304.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72333.648438 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -72333.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72414.921875 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -72414.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72502.398438 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -72502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72609.242188 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -72609.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72638.359375 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -72638.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72639.500000 Penalty: 3185.124756
	Iteration 19F: 3 clusters Score -72639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72645.914062 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -72645.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72657.015625 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -72657.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72667.312500 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -72667.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72681.250000 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -72681.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72700.445312 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -72700.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72709.359375 Penalty: 3185.124756
	Iteration 25Q: 3 clusters Score -72709.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72712.171875 Penalty: 3185.124756
	Iteration 26Q: 3 clusters Score -72712.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72714.203125 Penalty: 3185.124756
	Iteration 27Q: 3 clusters Score -72714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72715.523438 Penalty: 3185.124756
	Iteration 28Q: 3 clusters Score -72715.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72715.523438 Penalty: 3185.124756
	Iteration 29F: 3 clusters Score -72715.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Entering Unmasked Estep 
Score: -4078548.000000 Penalty: 2567.884277
	Iteration 0F: 2 clusters Score -4078548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4057055.500000 Penalty: 5135.768555
	Iteration 0F: 3 clusters Score -4057056 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4065146.000000 Penalty: 5135.768555
	Iteration 1F: 3 clusters Score -4065146 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4065927.250000 Penalty: 5135.768555
	Iteration 2F: 3 clusters Score -4065927 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4066862.250000 Penalty: 5135.768555
	Iteration 3F: 3 clusters Score -4066862 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4067994.250000 Penalty: 5135.768555
	Iteration 4F: 3 clusters Score -4067994 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4069296.500000 Penalty: 5135.768555
	Iteration 5F: 3 clusters Score -4069296 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4070788.000000 Penalty: 5135.768555
	Iteration 6F: 3 clusters Score -4070788 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4072349.000000 Penalty: 5135.768555
	Iteration 7F: 3 clusters Score -4072349 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4073751.250000 Penalty: 5135.768555
	Iteration 8F: 3 clusters Score -4073751 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4074954.250000 Penalty: 5135.768555
	Iteration 9Q: 3 clusters Score -4074954 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4075871.500000 Penalty: 5135.768555
	Iteration 10Q: 3 clusters Score -4075872 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4076500.000000 Penalty: 5135.768555
	Iteration 11Q: 3 clusters Score -4076500 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4076886.500000 Penalty: 5135.768555
	Iteration 12Q: 3 clusters Score -4076886 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4077179.000000 Penalty: 5135.768555
	Iteration 13Q: 3 clusters Score -4077179 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4077370.750000 Penalty: 5135.768555
	Iteration 14Q: 3 clusters Score -4077371 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4077479.500000 Penalty: 5135.768555
	Iteration 15Q: 3 clusters Score -4077480 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4077529.250000 Penalty: 5135.768555
	Iteration 16Q: 3 clusters Score -4077529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4077562.500000 Penalty: 5135.768555
	Iteration 17Q: 3 clusters Score -4077562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4077595.750000 Penalty: 5135.768555
	Iteration 18Q: 3 clusters Score -4077596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4077613.000000 Penalty: 5135.768555
	Iteration 19Q: 3 clusters Score -4077613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4077621.250000 Penalty: 5135.768555
	Iteration 20F: 3 clusters Score -4077621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4077635.000000 Penalty: 5135.768555
	Iteration 21Q: 3 clusters Score -4077635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4077642.250000 Penalty: 5135.768555
	Iteration 22Q: 3 clusters Score -4077642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4077645.250000 Penalty: 5135.768555
	Iteration 23Q: 3 clusters Score -4077645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4077648.750000 Penalty: 5135.768555
	Iteration 24Q: 3 clusters Score -4077649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4077644.000000 Penalty: 5135.768555
	Iteration 25Q: 3 clusters Score -4077644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4077650.250000 Penalty: 5135.768555
	Iteration 26Q: 3 clusters Score -4077650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4077653.500000 Penalty: 5135.768555
	Iteration 27Q: 3 clusters Score -4077654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4077658.000000 Penalty: 5135.768555
	Iteration 28Q: 3 clusters Score -4077658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4077662.500000 Penalty: 5135.768555
	Iteration 29Q: 3 clusters Score -4077662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4077667.500000 Penalty: 5135.768555
	Iteration 30Q: 3 clusters Score -4077668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4077671.000000 Penalty: 5135.768555
	Iteration 31Q: 3 clusters Score -4077671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4077673.250000 Penalty: 5135.768555
	Iteration 32Q: 3 clusters Score -4077673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4077674.750000 Penalty: 5135.768555
	Iteration 33Q: 3 clusters Score -4077675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4077679.000000 Penalty: 5135.768555
	Iteration 34Q: 3 clusters Score -4077679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4077681.000000 Penalty: 5135.768555
	Iteration 35Q: 3 clusters Score -4077681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4077679.250000 Penalty: 5135.768555
	Iteration 36Q: 3 clusters Score -4077679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4077678.250000 Penalty: 5135.768555
	Iteration 37Q: 3 clusters Score -4077678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4077680.000000 Penalty: 5135.768555
	Iteration 38Q: 3 clusters Score -4077680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4077680.000000 Penalty: 5135.768555
	Iteration 39F: 3 clusters Score -4077680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72224.593750 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72224.59 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72638.828125 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72638.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73010.679688 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -73010.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73329.164062 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -73329.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -73501.585938 Penalty: 3209.516602
	Iteration 4F: 3 clusters Score -73501.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73668.046875 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73668.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73789.687500 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73789.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73813.320312 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73813.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73829.429688 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -73829.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73834.789062 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -73834.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73834.789062 Penalty: 3209.516602
	Iteration 10F: 3 clusters Score -73834.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 171688 members 
Mstep: Class 5 contains 24252 members 
Mstep: Class 6 contains 148344 members 
Mstep: Class 7 contains 132651 members 
Mstep: Class 8 contains 13237 members 
Mstep: Class 9 contains 177503 members 
Mstep: Class 10 contains 39711 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31394 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 183 members 
Entering Unmasked Estep 
Score: -126425448.000000 Penalty: 92212.148438
Splitting cluster 22 changes total score from -126427360.000000 to -126425448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 103 members 
Entering Unmasked Estep 
Score: -19561.177734 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19561.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19670.089844 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19670.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19739.839844 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -19739.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19784.259766 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19784.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19815.398438 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19834.169922 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19834.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19851.585938 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -19851.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19861.658203 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -19861.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19861.658203 Penalty: 2630.439209
	Iteration 8F: 3 clusters Score -19861.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -76440.945312 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -76440.95 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 369 members 
Entering Unmasked Estep 
Score: -74810.750000 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -74810.75 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75238.562500 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75238.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75398.796875 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -75398.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75477.359375 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -75477.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75539.187500 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -75539.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75612.210938 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -75612.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75676.976562 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -75676.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75738.242188 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -75738.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75794.140625 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -75794.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75819.875000 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -75819.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -75828.710938 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -75828.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75844.585938 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -75844.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75855.890625 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -75855.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75858.937500 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -75858.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75863.960938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -75863.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75869.789062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -75869.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75873.593750 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -75873.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -75874.531250 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -75874.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -75874.531250 Penalty: 3284.877197
	Iteration 18F: 3 clusters Score -75874.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -215777.734375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -215777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -213356.687500 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -213356.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -213735.187500 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -213735.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -213827.375000 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -213827.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -213882.078125 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -213882.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -213923.453125 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -213923.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -213952.984375 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -213953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213992.859375 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -213992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -214013.734375 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -214013.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -214030.796875 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -214030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -214047.250000 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -214047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -214057.796875 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -214057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -214065.484375 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -214065.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -214075.562500 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -214075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -214077.671875 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -214077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -214080.484375 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -214080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -214082.875000 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -214082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -214085.890625 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -214085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214092.890625 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -214092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -214095.359375 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -214095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -214097.937500 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -214097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214102.984375 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -214103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -214104.718750 Penalty: 3693.216797
	Iteration 21Q: 3 clusters Score -214104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214105.015625 Penalty: 3693.216797
	Iteration 22Q: 3 clusters Score -214105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214105.015625 Penalty: 3693.216797
	Iteration 23F: 3 clusters Score -214105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 97 members 
Entering Unmasked Estep 
Score: -19225.964844 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19225.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19328.947266 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19328.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19349.173828 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19349.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19352.962891 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19352.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19352.962891 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19352.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 171688 members 
Mstep: Class 5 contains 24252 members 
Mstep: Class 6 contains 148344 members 
Mstep: Class 7 contains 132651 members 
Mstep: Class 8 contains 13237 members 
Mstep: Class 9 contains 177503 members 
Mstep: Class 10 contains 39711 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31394 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427352.000000 Penalty: 88796.882812
Iteration 199Q: 27 clusters Score -1.264274e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 171674 members 
Mstep: Class 5 contains 24256 members 
Mstep: Class 6 contains 148291 members 
Mstep: Class 7 contains 132634 members 
Mstep: Class 8 contains 13238 members 
Mstep: Class 9 contains 177524 members 
Mstep: Class 10 contains 39759 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6506 members 
Mstep: Class 17 contains 7082 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70475 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31391 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1715 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427552.000000 Penalty: 88796.882812
Iteration 200F: 27 clusters Score -1.264276e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 171663 members 
Mstep: Class 5 contains 24257 members 
Mstep: Class 6 contains 148232 members 
Mstep: Class 7 contains 132611 members 
Mstep: Class 8 contains 13240 members 
Mstep: Class 9 contains 177527 members 
Mstep: Class 10 contains 39823 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49214 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70476 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31387 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427472.000000 Penalty: 88796.882812
Iteration 201Q: 27 clusters Score -1.264275e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8764 members 
Mstep: Class 4 contains 171646 members 
Mstep: Class 5 contains 24260 members 
Mstep: Class 6 contains 148182 members 
Mstep: Class 7 contains 132612 members 
Mstep: Class 8 contains 13241 members 
Mstep: Class 9 contains 177504 members 
Mstep: Class 10 contains 39886 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49213 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70474 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31388 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427592.000000 Penalty: 88796.882812
Iteration 202Q: 27 clusters Score -1.264276e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8764 members 
Mstep: Class 4 contains 171627 members 
Mstep: Class 5 contains 24263 members 
Mstep: Class 6 contains 148159 members 
Mstep: Class 7 contains 132613 members 
Mstep: Class 8 contains 13241 members 
Mstep: Class 9 contains 177449 members 
Mstep: Class 10 contains 39947 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6538 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70476 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31385 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427688.000000 Penalty: 88796.882812
Iteration 203Q: 27 clusters Score -1.264277e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8764 members 
Mstep: Class 4 contains 171614 members 
Mstep: Class 5 contains 24266 members 
Mstep: Class 6 contains 148118 members 
Mstep: Class 7 contains 132600 members 
Mstep: Class 8 contains 13239 members 
Mstep: Class 9 contains 177431 members 
Mstep: Class 10 contains 40011 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6544 members 
Mstep: Class 17 contains 7089 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70477 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31383 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427680.000000 Penalty: 88796.882812
Iteration 204Q: 27 clusters Score -1.264277e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 171600 members 
Mstep: Class 5 contains 24268 members 
Mstep: Class 6 contains 148073 members 
Mstep: Class 7 contains 132585 members 
Mstep: Class 8 contains 13239 members 
Mstep: Class 9 contains 177434 members 
Mstep: Class 10 contains 40079 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49213 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 7090 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70470 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31373 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427528.000000 Penalty: 88796.882812
Iteration 205Q: 27 clusters Score -1.264275e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8769 members 
Mstep: Class 4 contains 171585 members 
Mstep: Class 5 contains 24270 members 
Mstep: Class 6 contains 148048 members 
Mstep: Class 7 contains 132587 members 
Mstep: Class 8 contains 13239 members 
Mstep: Class 9 contains 177398 members 
Mstep: Class 10 contains 40139 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 7091 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70472 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31369 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427456.000000 Penalty: 88796.882812
Iteration 206Q: 27 clusters Score -1.264275e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 171586 members 
Mstep: Class 5 contains 24271 members 
Mstep: Class 6 contains 148015 members 
Mstep: Class 7 contains 132570 members 
Mstep: Class 8 contains 13240 members 
Mstep: Class 9 contains 177386 members 
Mstep: Class 10 contains 40196 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49208 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70470 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31364 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427712.000000 Penalty: 88796.882812
Iteration 207Q: 27 clusters Score -1.264277e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 171596 members 
Mstep: Class 5 contains 24271 members 
Mstep: Class 6 contains 147984 members 
Mstep: Class 7 contains 132555 members 
Mstep: Class 8 contains 13239 members 
Mstep: Class 9 contains 177370 members 
Mstep: Class 10 contains 40242 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31363 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427744.000000 Penalty: 88796.882812
Iteration 208Q: 27 clusters Score -1.264277e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 171578 members 
Mstep: Class 5 contains 24273 members 
Mstep: Class 6 contains 147941 members 
Mstep: Class 7 contains 132538 members 
Mstep: Class 8 contains 13240 members 
Mstep: Class 9 contains 177370 members 
Mstep: Class 10 contains 40294 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 7102 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31363 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427592.000000 Penalty: 88796.882812
Iteration 209Q: 27 clusters Score -1.264276e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 171582 members 
Mstep: Class 5 contains 24274 members 
Mstep: Class 6 contains 147887 members 
Mstep: Class 7 contains 132533 members 
Mstep: Class 8 contains 13242 members 
Mstep: Class 9 contains 177376 members 
Mstep: Class 10 contains 40325 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49207 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31362 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427592.000000 Penalty: 88796.882812
Iteration 210Q: 27 clusters Score -1.264276e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 171585 members 
Mstep: Class 5 contains 24275 members 
Mstep: Class 6 contains 147847 members 
Mstep: Class 7 contains 132531 members 
Mstep: Class 8 contains 13242 members 
Mstep: Class 9 contains 177365 members 
Mstep: Class 10 contains 40361 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70472 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31363 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427432.000000 Penalty: 88796.882812
Iteration 211Q: 27 clusters Score -1.264274e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 171596 members 
Mstep: Class 5 contains 24278 members 
Mstep: Class 6 contains 147779 members 
Mstep: Class 7 contains 132530 members 
Mstep: Class 8 contains 13245 members 
Mstep: Class 9 contains 177356 members 
Mstep: Class 10 contains 40415 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70473 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31359 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427448.000000 Penalty: 88796.882812
Iteration 212Q: 27 clusters Score -1.264274e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 171595 members 
Mstep: Class 5 contains 24280 members 
Mstep: Class 6 contains 147734 members 
Mstep: Class 7 contains 132520 members 
Mstep: Class 8 contains 13246 members 
Mstep: Class 9 contains 177355 members 
Mstep: Class 10 contains 40465 members 
Mstep: Class 11 contains 18388 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49199 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70472 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31358 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427448.000000 Penalty: 88796.882812
Iteration 213Q: 27 clusters Score -1.264274e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 171601 members 
Mstep: Class 5 contains 24283 members 
Mstep: Class 6 contains 147685 members 
Mstep: Class 7 contains 132515 members 
Mstep: Class 8 contains 13246 members 
Mstep: Class 9 contains 177368 members 
Mstep: Class 10 contains 40492 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49199 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6604 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70468 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31358 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 88796.882812
Iteration 214Q: 27 clusters Score -1.264273e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 171623 members 
Mstep: Class 5 contains 24285 members 
Mstep: Class 6 contains 147643 members 
Mstep: Class 7 contains 132502 members 
Mstep: Class 8 contains 13246 members 
Mstep: Class 9 contains 177359 members 
Mstep: Class 10 contains 40522 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49194 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70472 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31356 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427424.000000 Penalty: 88796.882812
Iteration 215Q: 27 clusters Score -1.264274e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 171631 members 
Mstep: Class 5 contains 24284 members 
Mstep: Class 6 contains 147591 members 
Mstep: Class 7 contains 132500 members 
Mstep: Class 8 contains 13246 members 
Mstep: Class 9 contains 177341 members 
Mstep: Class 10 contains 40565 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70475 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31355 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427480.000000 Penalty: 88796.882812
Iteration 216Q: 27 clusters Score -1.264275e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 171636 members 
Mstep: Class 5 contains 24288 members 
Mstep: Class 6 contains 147553 members 
Mstep: Class 7 contains 132488 members 
Mstep: Class 8 contains 13247 members 
Mstep: Class 9 contains 177318 members 
Mstep: Class 10 contains 40607 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49198 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70480 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31353 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427392.000000 Penalty: 88796.882812
Iteration 217Q: 27 clusters Score -1.264274e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 171654 members 
Mstep: Class 5 contains 24287 members 
Mstep: Class 6 contains 147504 members 
Mstep: Class 7 contains 132488 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 177305 members 
Mstep: Class 10 contains 40638 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49201 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70482 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31352 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427576.000000 Penalty: 88796.882812
Iteration 218Q: 27 clusters Score -1.264276e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 171662 members 
Mstep: Class 5 contains 24285 members 
Mstep: Class 6 contains 147459 members 
Mstep: Class 7 contains 132498 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 177291 members 
Mstep: Class 10 contains 40668 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 7110 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70480 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31353 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427504.000000 Penalty: 88796.882812
Iteration 219Q: 27 clusters Score -1.264275e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 171693 members 
Mstep: Class 5 contains 24288 members 
Mstep: Class 6 contains 147403 members 
Mstep: Class 7 contains 132514 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 177246 members 
Mstep: Class 10 contains 40693 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49209 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70486 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31354 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427528.000000 Penalty: 88796.882812
Iteration 220F: 27 clusters Score -1.264275e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 171716 members 
Mstep: Class 5 contains 24294 members 
Mstep: Class 6 contains 147362 members 
Mstep: Class 7 contains 132518 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 177220 members 
Mstep: Class 10 contains 40716 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70496 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31356 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427440.000000 Penalty: 88796.882812
Iteration 221Q: 27 clusters Score -1.264274e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 171727 members 
Mstep: Class 5 contains 24292 members 
Mstep: Class 6 contains 147306 members 
Mstep: Class 7 contains 132526 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 177203 members 
Mstep: Class 10 contains 40751 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70504 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31356 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427560.000000 Penalty: 88796.882812
Iteration 222Q: 27 clusters Score -1.264276e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 171738 members 
Mstep: Class 5 contains 24290 members 
Mstep: Class 6 contains 147262 members 
Mstep: Class 7 contains 132522 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 177187 members 
Mstep: Class 10 contains 40788 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49220 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70510 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31356 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427576.000000 Penalty: 88796.882812
Iteration 223Q: 27 clusters Score -1.264276e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 171752 members 
Mstep: Class 5 contains 24290 members 
Mstep: Class 6 contains 147219 members 
Mstep: Class 7 contains 132510 members 
Mstep: Class 8 contains 13251 members 
Mstep: Class 9 contains 177172 members 
Mstep: Class 10 contains 40834 members 
Mstep: Class 11 contains 18381 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70517 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31357 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427592.000000 Penalty: 88796.882812
Iteration 224Q: 27 clusters Score -1.264276e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 171762 members 
Mstep: Class 5 contains 24294 members 
Mstep: Class 6 contains 147176 members 
Mstep: Class 7 contains 132499 members 
Mstep: Class 8 contains 13252 members 
Mstep: Class 9 contains 177159 members 
Mstep: Class 10 contains 40878 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49231 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70524 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31354 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427568.000000 Penalty: 88796.882812
Iteration 225Q: 27 clusters Score -1.264276e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 171786 members 
Mstep: Class 5 contains 24297 members 
Mstep: Class 6 contains 147133 members 
Mstep: Class 7 contains 132484 members 
Mstep: Class 8 contains 13253 members 
Mstep: Class 9 contains 177136 members 
Mstep: Class 10 contains 40916 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49240 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70533 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31353 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427560.000000 Penalty: 88796.882812
Iteration 226Q: 27 clusters Score -1.264276e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 171792 members 
Mstep: Class 5 contains 24296 members 
Mstep: Class 6 contains 147112 members 
Mstep: Class 7 contains 132491 members 
Mstep: Class 8 contains 13253 members 
Mstep: Class 9 contains 177087 members 
Mstep: Class 10 contains 40960 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49249 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70540 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31351 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1719 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427592.000000 Penalty: 88796.882812
Iteration 227Q: 27 clusters Score -1.264276e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 171802 members 
Mstep: Class 5 contains 24294 members 
Mstep: Class 6 contains 147136 members 
Mstep: Class 7 contains 132498 members 
Mstep: Class 8 contains 13253 members 
Mstep: Class 9 contains 176996 members 
Mstep: Class 10 contains 40992 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49248 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31346 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1719 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427536.000000 Penalty: 88796.882812
Iteration 228Q: 27 clusters Score -1.264275e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 171805 members 
Mstep: Class 5 contains 24294 members 
Mstep: Class 6 contains 147142 members 
Mstep: Class 7 contains 132498 members 
Mstep: Class 8 contains 13254 members 
Mstep: Class 9 contains 176931 members 
Mstep: Class 10 contains 41035 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49251 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 7112 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70548 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31344 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427536.000000 Penalty: 88796.882812
Iteration 229Q: 27 clusters Score -1.264275e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 171809 members 
Mstep: Class 5 contains 24298 members 
Mstep: Class 6 contains 147189 members 
Mstep: Class 7 contains 132490 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176838 members 
Mstep: Class 10 contains 41083 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49250 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70543 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31341 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427488.000000 Penalty: 88796.882812
Iteration 230Q: 27 clusters Score -1.264275e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 171810 members 
Mstep: Class 5 contains 24305 members 
Mstep: Class 6 contains 147212 members 
Mstep: Class 7 contains 132485 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176753 members 
Mstep: Class 10 contains 41138 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49247 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70536 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31343 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427480.000000 Penalty: 88796.882812
Iteration 231Q: 27 clusters Score -1.264275e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 171816 members 
Mstep: Class 5 contains 24312 members 
Mstep: Class 6 contains 147246 members 
Mstep: Class 7 contains 132471 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176672 members 
Mstep: Class 10 contains 41189 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49241 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70531 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31343 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427584.000000 Penalty: 88796.882812
Iteration 232Q: 27 clusters Score -1.264276e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 171827 members 
Mstep: Class 5 contains 24318 members 
Mstep: Class 6 contains 147251 members 
Mstep: Class 7 contains 132457 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176621 members 
Mstep: Class 10 contains 41253 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49239 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70512 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31340 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427560.000000 Penalty: 88796.882812
Iteration 233Q: 27 clusters Score -1.264276e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 171848 members 
Mstep: Class 5 contains 24316 members 
Mstep: Class 6 contains 147233 members 
Mstep: Class 7 contains 132452 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176572 members 
Mstep: Class 10 contains 41317 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49229 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6767 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70513 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31337 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427768.000000 Penalty: 88796.882812
Iteration 234Q: 27 clusters Score -1.264278e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 171840 members 
Mstep: Class 5 contains 24316 members 
Mstep: Class 6 contains 147229 members 
Mstep: Class 7 contains 132435 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176536 members 
Mstep: Class 10 contains 41382 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49228 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70506 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31337 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427608.000000 Penalty: 88796.882812
Iteration 235Q: 27 clusters Score -1.264276e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 171845 members 
Mstep: Class 5 contains 24317 members 
Mstep: Class 6 contains 147216 members 
Mstep: Class 7 contains 132426 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176500 members 
Mstep: Class 10 contains 41439 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49228 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70499 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31335 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427640.000000 Penalty: 88796.882812
Iteration 236Q: 27 clusters Score -1.264276e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 171846 members 
Mstep: Class 5 contains 24320 members 
Mstep: Class 6 contains 147213 members 
Mstep: Class 7 contains 132436 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 176461 members 
Mstep: Class 10 contains 41478 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49231 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6784 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70486 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31334 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427584.000000 Penalty: 88796.882812
Iteration 237Q: 27 clusters Score -1.264276e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 171838 members 
Mstep: Class 5 contains 24323 members 
Mstep: Class 6 contains 147219 members 
Mstep: Class 7 contains 132427 members 
Mstep: Class 8 contains 13257 members 
Mstep: Class 9 contains 176435 members 
Mstep: Class 10 contains 41519 members 
Mstep: Class 11 contains 18361 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49231 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70484 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31333 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427672.000000 Penalty: 88796.882812
Iteration 238Q: 27 clusters Score -1.264277e+08 nChanged 419
Entering ConstructFrom: 
Score: -126427672.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Entering Unmasked Estep 
Score: -5562505.000000 Penalty: 2632.115479
	Iteration 0F: 2 clusters Score -5562505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5534934.000000 Penalty: 5264.230957
	Iteration 0F: 3 clusters Score -5534934 nChanged 18586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5545194.500000 Penalty: 5264.230957
	Iteration 1F: 3 clusters Score -5545194 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -5545715.000000 Penalty: 5264.230957
	Iteration 2Q: 3 clusters Score -5545715 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -5546163.500000 Penalty: 5264.230957
	Iteration 3Q: 3 clusters Score -5546164 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -5546614.500000 Penalty: 5264.230957
	Iteration 4Q: 3 clusters Score -5546614 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5547083.000000 Penalty: 5264.230957
	Iteration 5Q: 3 clusters Score -5547083 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5547669.500000 Penalty: 5264.230957
	Iteration 6Q: 3 clusters Score -5547670 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5548415.500000 Penalty: 5264.230957
	Iteration 7Q: 3 clusters Score -5548416 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -5549500.000000 Penalty: 5264.230957
	Iteration 8Q: 3 clusters Score -5549500 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5550872.500000 Penalty: 5264.230957
	Iteration 9F: 3 clusters Score -5550872 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -5552576.500000 Penalty: 5264.230957
	Iteration 10F: 3 clusters Score -5552576 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -5554437.000000 Penalty: 5264.230957
	Iteration 11F: 3 clusters Score -5554437 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -5556169.500000 Penalty: 5264.230957
	Iteration 12Q: 3 clusters Score -5556170 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5557523.000000 Penalty: 5264.230957
	Iteration 13Q: 3 clusters Score -5557523 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5558448.000000 Penalty: 5264.230957
	Iteration 14Q: 3 clusters Score -5558448 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5559068.500000 Penalty: 5264.230957
	Iteration 15Q: 3 clusters Score -5559068 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5559491.500000 Penalty: 5264.230957
	Iteration 16Q: 3 clusters Score -5559492 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5559738.500000 Penalty: 5264.230957
	Iteration 17Q: 3 clusters Score -5559738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5559903.000000 Penalty: 5264.230957
	Iteration 18Q: 3 clusters Score -5559903 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5560013.000000 Penalty: 5264.230957
	Iteration 19Q: 3 clusters Score -5560013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5560111.500000 Penalty: 5264.230957
	Iteration 20F: 3 clusters Score -5560112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5560149.500000 Penalty: 5264.230957
	Iteration 21Q: 3 clusters Score -5560150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5560176.500000 Penalty: 5264.230957
	Iteration 22Q: 3 clusters Score -5560176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5560192.500000 Penalty: 5264.230957
	Iteration 23Q: 3 clusters Score -5560192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5560202.000000 Penalty: 5264.230957
	Iteration 24Q: 3 clusters Score -5560202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5560218.000000 Penalty: 5264.230957
	Iteration 25Q: 3 clusters Score -5560218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5560220.500000 Penalty: 5264.230957
	Iteration 26Q: 3 clusters Score -5560220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5560229.500000 Penalty: 5264.230957
	Iteration 27Q: 3 clusters Score -5560230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5560243.000000 Penalty: 5264.230957
	Iteration 28Q: 3 clusters Score -5560243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5560246.000000 Penalty: 5264.230957
	Iteration 29Q: 3 clusters Score -5560246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5560249.500000 Penalty: 5264.230957
	Iteration 30Q: 3 clusters Score -5560250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5560253.000000 Penalty: 5264.230957
	Iteration 31Q: 3 clusters Score -5560253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5560253.000000 Penalty: 5264.230957
	Iteration 32Q: 3 clusters Score -5560253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5560252.500000 Penalty: 5264.230957
	Iteration 33Q: 3 clusters Score -5560252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5560255.500000 Penalty: 5264.230957
	Iteration 34Q: 3 clusters Score -5560256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5560265.500000 Penalty: 5264.230957
	Iteration 35Q: 3 clusters Score -5560266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5560264.500000 Penalty: 5264.230957
	Iteration 36Q: 3 clusters Score -5560264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5560264.500000 Penalty: 5264.230957
	Iteration 37F: 3 clusters Score -5560264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -964379.375000 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -964379.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -958322.187500 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -958322.2 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -960032.125000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -960032.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -960355.937500 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -960355.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -960538.062500 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -960538.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -960676.312500 Penalty: 4420.118652
	Iteration 4Q: 3 clusters Score -960676.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -960777.812500 Penalty: 4420.118652
	Iteration 5Q: 3 clusters Score -960777.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -960862.375000 Penalty: 4420.118652
	Iteration 6Q: 3 clusters Score -960862.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -960930.312500 Penalty: 4420.118652
	Iteration 7Q: 3 clusters Score -960930.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -960977.312500 Penalty: 4420.118652
	Iteration 8Q: 3 clusters Score -960977.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -961014.875000 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -961014.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -961048.000000 Penalty: 4420.118652
	Iteration 10Q: 3 clusters Score -961048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -961075.562500 Penalty: 4420.118652
	Iteration 11Q: 3 clusters Score -961075.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -961100.312500 Penalty: 4420.118652
	Iteration 12Q: 3 clusters Score -961100.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -961124.250000 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -961124.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -961152.812500 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -961152.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -961190.437500 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -961190.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -961229.625000 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -961229.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -961276.062500 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -961276.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -961328.187500 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -961328.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -961382.062500 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -961382.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -961429.937500 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -961429.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -961475.312500 Penalty: 4420.118652
	Iteration 21Q: 3 clusters Score -961475.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -961520.875000 Penalty: 4420.118652
	Iteration 22Q: 3 clusters Score -961520.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -961571.062500 Penalty: 4420.118652
	Iteration 23Q: 3 clusters Score -961571.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -961631.500000 Penalty: 4420.118652
	Iteration 24Q: 3 clusters Score -961631.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -961714.187500 Penalty: 4420.118652
	Iteration 25Q: 3 clusters Score -961714.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -961808.875000 Penalty: 4420.118652
	Iteration 26Q: 3 clusters Score -961808.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -961903.375000 Penalty: 4420.118652
	Iteration 27Q: 3 clusters Score -961903.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -961998.750000 Penalty: 4420.118652
	Iteration 28Q: 3 clusters Score -961998.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -962111.375000 Penalty: 4420.118652
	Iteration 29Q: 3 clusters Score -962111.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -962211.062500 Penalty: 4420.118652
	Iteration 30Q: 3 clusters Score -962211.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -962322.500000 Penalty: 4420.118652
	Iteration 31Q: 3 clusters Score -962322.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -962399.812500 Penalty: 4420.118652
	Iteration 32Q: 3 clusters Score -962399.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -962468.312500 Penalty: 4420.118652
	Iteration 33Q: 3 clusters Score -962468.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -962517.625000 Penalty: 4420.118652
	Iteration 34Q: 3 clusters Score -962517.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -962552.562500 Penalty: 4420.118652
	Iteration 35Q: 3 clusters Score -962552.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -962591.687500 Penalty: 4420.118652
	Iteration 36Q: 3 clusters Score -962591.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -962611.562500 Penalty: 4420.118652
	Iteration 37Q: 3 clusters Score -962611.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -962626.250000 Penalty: 4420.118652
	Iteration 38Q: 3 clusters Score -962626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -962639.562500 Penalty: 4420.118652
	Iteration 39Q: 3 clusters Score -962639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -962648.062500 Penalty: 4420.118652
	Iteration 40F: 3 clusters Score -962648.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -962656.375000 Penalty: 4420.118652
	Iteration 41Q: 3 clusters Score -962656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -962660.062500 Penalty: 4420.118652
	Iteration 42Q: 3 clusters Score -962660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -962664.562500 Penalty: 4420.118652
	Iteration 43Q: 3 clusters Score -962664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -962663.812500 Penalty: 4420.118652
	Iteration 44Q: 3 clusters Score -962663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -962665.000000 Penalty: 4420.118652
	Iteration 45Q: 3 clusters Score -962665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -962665.937500 Penalty: 4420.118652
	Iteration 46Q: 3 clusters Score -962665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -962667.687500 Penalty: 4420.118652
	Iteration 47Q: 3 clusters Score -962667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -962666.500000 Penalty: 4420.118652
	Iteration 48Q: 3 clusters Score -962666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -962666.500000 Penalty: 4420.118652
	Iteration 49F: 3 clusters Score -962666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -1117321.875000 Penalty: 2252.151367
	Iteration 0F: 2 clusters Score -1117322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1110484.375000 Penalty: 4504.302734
	Iteration 0F: 3 clusters Score -1110484 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1112417.375000 Penalty: 4504.302734
	Iteration 1F: 3 clusters Score -1112417 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1112728.625000 Penalty: 4504.302734
	Iteration 2F: 3 clusters Score -1112729 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1112928.625000 Penalty: 4504.302734
	Iteration 3Q: 3 clusters Score -1112929 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1113079.375000 Penalty: 4504.302734
	Iteration 4Q: 3 clusters Score -1113079 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1113218.375000 Penalty: 4504.302734
	Iteration 5Q: 3 clusters Score -1113218 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1113354.375000 Penalty: 4504.302734
	Iteration 6Q: 3 clusters Score -1113354 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1113509.375000 Penalty: 4504.302734
	Iteration 7Q: 3 clusters Score -1113509 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1113665.250000 Penalty: 4504.302734
	Iteration 8Q: 3 clusters Score -1113665 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1113820.250000 Penalty: 4504.302734
	Iteration 9Q: 3 clusters Score -1113820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1114034.375000 Penalty: 4504.302734
	Iteration 10Q: 3 clusters Score -1114034 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1114251.250000 Penalty: 4504.302734
	Iteration 11Q: 3 clusters Score -1114251 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1114460.875000 Penalty: 4504.302734
	Iteration 12Q: 3 clusters Score -1114461 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1114647.125000 Penalty: 4504.302734
	Iteration 13Q: 3 clusters Score -1114647 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1114805.125000 Penalty: 4504.302734
	Iteration 14Q: 3 clusters Score -1114805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1114926.250000 Penalty: 4504.302734
	Iteration 15Q: 3 clusters Score -1114926 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1115050.250000 Penalty: 4504.302734
	Iteration 16Q: 3 clusters Score -1115050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1115131.625000 Penalty: 4504.302734
	Iteration 17Q: 3 clusters Score -1115132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1115193.875000 Penalty: 4504.302734
	Iteration 18Q: 3 clusters Score -1115194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1115235.000000 Penalty: 4504.302734
	Iteration 19Q: 3 clusters Score -1115235 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1115264.500000 Penalty: 4504.302734
	Iteration 20F: 3 clusters Score -1115264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1115279.500000 Penalty: 4504.302734
	Iteration 21Q: 3 clusters Score -1115280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1115296.250000 Penalty: 4504.302734
	Iteration 22Q: 3 clusters Score -1115296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1115301.875000 Penalty: 4504.302734
	Iteration 23Q: 3 clusters Score -1115302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1115305.250000 Penalty: 4504.302734
	Iteration 24Q: 3 clusters Score -1115305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1115309.625000 Penalty: 4504.302734
	Iteration 25Q: 3 clusters Score -1115310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1115309.750000 Penalty: 4504.302734
	Iteration 26Q: 3 clusters Score -1115310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1115312.625000 Penalty: 4504.302734
	Iteration 27Q: 3 clusters Score -1115313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1115313.875000 Penalty: 4504.302734
	Iteration 28Q: 3 clusters Score -1115314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1115314.375000 Penalty: 4504.302734
	Iteration 29Q: 3 clusters Score -1115314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1115316.625000 Penalty: 4504.302734
	Iteration 30Q: 3 clusters Score -1115317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1115317.000000 Penalty: 4504.302734
	Iteration 31Q: 3 clusters Score -1115317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1115317.625000 Penalty: 4504.302734
	Iteration 32Q: 3 clusters Score -1115318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1115319.375000 Penalty: 4504.302734
	Iteration 33Q: 3 clusters Score -1115319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1115319.375000 Penalty: 4504.302734
	Iteration 34Q: 3 clusters Score -1115319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1115321.375000 Penalty: 4504.302734
	Iteration 35Q: 3 clusters Score -1115321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1115321.375000 Penalty: 4504.302734
	Iteration 36F: 3 clusters Score -1115321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171839 members 
Entering Unmasked Estep 
Score: -23300626.000000 Penalty: 2989.469727
	Iteration 0F: 2 clusters Score -2.330063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -23189116.000000 Penalty: 5978.939453
	Iteration 0F: 3 clusters Score -2.318912e+07 nChanged 82478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -23237096.000000 Penalty: 5978.939453
	Iteration 1F: 3 clusters Score -2.32371e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -23238248.000000 Penalty: 5978.939453
	Iteration 2Q: 3 clusters Score -2.323825e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -23239392.000000 Penalty: 5978.939453
	Iteration 3Q: 3 clusters Score -2.323939e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95614 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -23240918.000000 Penalty: 5978.939453
	Iteration 4Q: 3 clusters Score -2.324092e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -23243424.000000 Penalty: 5978.939453
	Iteration 5Q: 3 clusters Score -2.324342e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -23247510.000000 Penalty: 5978.939453
	Iteration 6F: 3 clusters Score -2.324751e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117937 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -23254132.000000 Penalty: 5978.939453
	Iteration 7F: 3 clusters Score -2.325413e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -23263220.000000 Penalty: 5978.939453
	Iteration 8F: 3 clusters Score -2.326322e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -23273692.000000 Penalty: 5978.939453
	Iteration 9F: 3 clusters Score -2.327369e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -23282574.000000 Penalty: 5978.939453
	Iteration 10F: 3 clusters Score -2.328257e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -23288750.000000 Penalty: 5978.939453
	Iteration 11Q: 3 clusters Score -2.328875e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162040 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -23292356.000000 Penalty: 5978.939453
	Iteration 12Q: 3 clusters Score -2.329236e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -23294390.000000 Penalty: 5978.939453
	Iteration 13Q: 3 clusters Score -2.329439e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -23295802.000000 Penalty: 5978.939453
	Iteration 14Q: 3 clusters Score -2.32958e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -23296804.000000 Penalty: 5978.939453
	Iteration 15Q: 3 clusters Score -2.32968e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23297304.000000 Penalty: 5978.939453
	Iteration 16Q: 3 clusters Score -2.32973e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23297706.000000 Penalty: 5978.939453
	Iteration 17Q: 3 clusters Score -2.329771e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169605 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23297920.000000 Penalty: 5978.939453
	Iteration 18Q: 3 clusters Score -2.329792e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -23298090.000000 Penalty: 5978.939453
	Iteration 19Q: 3 clusters Score -2.329809e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -23298162.000000 Penalty: 5978.939453
	Iteration 20F: 3 clusters Score -2.329816e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -23298170.000000 Penalty: 5978.939453
	Iteration 21Q: 3 clusters Score -2.329817e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23298218.000000 Penalty: 5978.939453
	Iteration 22Q: 3 clusters Score -2.329822e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170311 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23298240.000000 Penalty: 5978.939453
	Iteration 23Q: 3 clusters Score -2.329824e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -23298270.000000 Penalty: 5978.939453
	Iteration 24Q: 3 clusters Score -2.329827e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23298268.000000 Penalty: 5978.939453
	Iteration 25Q: 3 clusters Score -2.329827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -23298314.000000 Penalty: 5978.939453
	Iteration 26Q: 3 clusters Score -2.329831e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170502 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -23298320.000000 Penalty: 5978.939453
	Iteration 27Q: 3 clusters Score -2.329832e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23298310.000000 Penalty: 5978.939453
	Iteration 28Q: 3 clusters Score -2.329831e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170553 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -23298330.000000 Penalty: 5978.939453
	Iteration 29Q: 3 clusters Score -2.329833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23298326.000000 Penalty: 5978.939453
	Iteration 30Q: 3 clusters Score -2.329833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23298324.000000 Penalty: 5978.939453
	Iteration 31Q: 3 clusters Score -2.329832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170596 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -23298346.000000 Penalty: 5978.939453
	Iteration 32Q: 3 clusters Score -2.329835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -23298366.000000 Penalty: 5978.939453
	Iteration 33Q: 3 clusters Score -2.329837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23298384.000000 Penalty: 5978.939453
	Iteration 34Q: 3 clusters Score -2.329838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23298368.000000 Penalty: 5978.939453
	Iteration 35Q: 3 clusters Score -2.329837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23298370.000000 Penalty: 5978.939453
	Iteration 36Q: 3 clusters Score -2.329837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170617 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -23298360.000000 Penalty: 5978.939453
	Iteration 37Q: 3 clusters Score -2.329836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -23298364.000000 Penalty: 5978.939453
	Iteration 38Q: 3 clusters Score -2.329836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170618 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -23298378.000000 Penalty: 5978.939453
	Iteration 39Q: 3 clusters Score -2.329838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170620 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -23298360.000000 Penalty: 5978.939453
	Iteration 40F: 3 clusters Score -2.329836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23298366.000000 Penalty: 5978.939453
	Iteration 41Q: 3 clusters Score -2.329837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -23298378.000000 Penalty: 5978.939453
	Iteration 42Q: 3 clusters Score -2.329838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23298400.000000 Penalty: 5978.939453
	Iteration 43Q: 3 clusters Score -2.32984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -23298400.000000 Penalty: 5978.939453
	Iteration 44Q: 3 clusters Score -2.32984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23298384.000000 Penalty: 5978.939453
	Iteration 45Q: 3 clusters Score -2.329838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23298394.000000 Penalty: 5978.939453
	Iteration 46Q: 3 clusters Score -2.329839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23298386.000000 Penalty: 5978.939453
	Iteration 47Q: 3 clusters Score -2.329839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -23298378.000000 Penalty: 5978.939453
	Iteration 48Q: 3 clusters Score -2.329838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -23298386.000000 Penalty: 5978.939453
	Iteration 49Q: 3 clusters Score -2.329839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -23298386.000000 Penalty: 5978.939453
	Iteration 50Q: 3 clusters Score -2.329839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23298382.000000 Penalty: 5978.939453
	Iteration 51Q: 3 clusters Score -2.329838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170656 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23298386.000000 Penalty: 5978.939453
	Iteration 52Q: 3 clusters Score -2.329839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170656 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23298390.000000 Penalty: 5978.939453
	Iteration 53Q: 3 clusters Score -2.329839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170663 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23298398.000000 Penalty: 5978.939453
	Iteration 54Q: 3 clusters Score -2.32984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23298402.000000 Penalty: 5978.939453
	Iteration 55Q: 3 clusters Score -2.32984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23298408.000000 Penalty: 5978.939453
	Iteration 56Q: 3 clusters Score -2.329841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -23298394.000000 Penalty: 5978.939453
	Iteration 57Q: 3 clusters Score -2.329839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -23298408.000000 Penalty: 5978.939453
	Iteration 58Q: 3 clusters Score -2.329841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -23298402.000000 Penalty: 5978.939453
	Iteration 59Q: 3 clusters Score -2.32984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23298410.000000 Penalty: 5978.939453
	Iteration 60F: 3 clusters Score -2.329841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23298388.000000 Penalty: 5978.939453
	Iteration 61Q: 3 clusters Score -2.329839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23298430.000000 Penalty: 5978.939453
	Iteration 62Q: 3 clusters Score -2.329843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23298422.000000 Penalty: 5978.939453
	Iteration 63Q: 3 clusters Score -2.329842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170732 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23298432.000000 Penalty: 5978.939453
	Iteration 64Q: 3 clusters Score -2.329843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23298430.000000 Penalty: 5978.939453
	Iteration 65Q: 3 clusters Score -2.329843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23298430.000000 Penalty: 5978.939453
	Iteration 66Q: 3 clusters Score -2.329843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23298432.000000 Penalty: 5978.939453
	Iteration 67Q: 3 clusters Score -2.329843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23298428.000000 Penalty: 5978.939453
	Iteration 68Q: 3 clusters Score -2.329843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23298420.000000 Penalty: 5978.939453
	Iteration 69Q: 3 clusters Score -2.329842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23298420.000000 Penalty: 5978.939453
	Iteration 70F: 3 clusters Score -2.329842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Entering Unmasked Estep 
Score: -3336896.500000 Penalty: 2504.585938
	Iteration 0F: 2 clusters Score -3336896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3320047.750000 Penalty: 5009.171875
	Iteration 0F: 3 clusters Score -3320048 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3325911.750000 Penalty: 5009.171875
	Iteration 1F: 3 clusters Score -3325912 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3326317.000000 Penalty: 5009.171875
	Iteration 2Q: 3 clusters Score -3326317 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3326719.750000 Penalty: 5009.171875
	Iteration 3Q: 3 clusters Score -3326720 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3327162.500000 Penalty: 5009.171875
	Iteration 4Q: 3 clusters Score -3327162 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3327766.750000 Penalty: 5009.171875
	Iteration 5Q: 3 clusters Score -3327767 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3328663.750000 Penalty: 5009.171875
	Iteration 6F: 3 clusters Score -3328664 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3329852.500000 Penalty: 5009.171875
	Iteration 7F: 3 clusters Score -3329852 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3331223.000000 Penalty: 5009.171875
	Iteration 8F: 3 clusters Score -3331223 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3332564.750000 Penalty: 5009.171875
	Iteration 9F: 3 clusters Score -3332565 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3333526.000000 Penalty: 5009.171875
	Iteration 10Q: 3 clusters Score -3333526 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3334072.500000 Penalty: 5009.171875
	Iteration 11Q: 3 clusters Score -3334072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3334342.250000 Penalty: 5009.171875
	Iteration 12Q: 3 clusters Score -3334342 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3334473.750000 Penalty: 5009.171875
	Iteration 13Q: 3 clusters Score -3334474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3334554.000000 Penalty: 5009.171875
	Iteration 14Q: 3 clusters Score -3334554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3334606.500000 Penalty: 5009.171875
	Iteration 15Q: 3 clusters Score -3334606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3334637.500000 Penalty: 5009.171875
	Iteration 16Q: 3 clusters Score -3334638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3334661.750000 Penalty: 5009.171875
	Iteration 17Q: 3 clusters Score -3334662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3334677.000000 Penalty: 5009.171875
	Iteration 18Q: 3 clusters Score -3334677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3334694.750000 Penalty: 5009.171875
	Iteration 19Q: 3 clusters Score -3334695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3334709.000000 Penalty: 5009.171875
	Iteration 20F: 3 clusters Score -3334709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3334722.000000 Penalty: 5009.171875
	Iteration 21Q: 3 clusters Score -3334722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3334725.500000 Penalty: 5009.171875
	Iteration 22Q: 3 clusters Score -3334726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3334733.250000 Penalty: 5009.171875
	Iteration 23Q: 3 clusters Score -3334733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3334737.000000 Penalty: 5009.171875
	Iteration 24Q: 3 clusters Score -3334737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3334740.750000 Penalty: 5009.171875
	Iteration 25Q: 3 clusters Score -3334741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3334740.750000 Penalty: 5009.171875
	Iteration 26F: 3 clusters Score -3334741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (147237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Entering Unmasked Estep 
Score: -19894968.000000 Penalty: 2951.149902
	Iteration 0F: 2 clusters Score -1.989497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -19798920.000000 Penalty: 5902.299805
	Iteration 0F: 3 clusters Score -1.979892e+07 nChanged 70121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -19838864.000000 Penalty: 5902.299805
	Iteration 1F: 3 clusters Score -1.983886e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -19839552.000000 Penalty: 5902.299805
	Iteration 2Q: 3 clusters Score -1.983955e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -19840348.000000 Penalty: 5902.299805
	Iteration 3Q: 3 clusters Score -1.984035e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -19841290.000000 Penalty: 5902.299805
	Iteration 4Q: 3 clusters Score -1.984129e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -19842458.000000 Penalty: 5902.299805
	Iteration 5Q: 3 clusters Score -1.984246e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -19844436.000000 Penalty: 5902.299805
	Iteration 6Q: 3 clusters Score -1.984444e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -19847974.000000 Penalty: 5902.299805
	Iteration 7Q: 3 clusters Score -1.984797e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -19853416.000000 Penalty: 5902.299805
	Iteration 8F: 3 clusters Score -1.985342e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -19861822.000000 Penalty: 5902.299805
	Iteration 9F: 3 clusters Score -1.986182e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -19872190.000000 Penalty: 5902.299805
	Iteration 10F: 3 clusters Score -1.987219e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -19879622.000000 Penalty: 5902.299805
	Iteration 11F: 3 clusters Score -1.987962e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -19882738.000000 Penalty: 5902.299805
	Iteration 12Q: 3 clusters Score -1.988274e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -19884274.000000 Penalty: 5902.299805
	Iteration 13Q: 3 clusters Score -1.988427e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -19885182.000000 Penalty: 5902.299805
	Iteration 14Q: 3 clusters Score -1.988518e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -19885934.000000 Penalty: 5902.299805
	Iteration 15Q: 3 clusters Score -1.988593e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -19886612.000000 Penalty: 5902.299805
	Iteration 16Q: 3 clusters Score -1.988661e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -19887128.000000 Penalty: 5902.299805
	Iteration 17Q: 3 clusters Score -1.988713e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -19887626.000000 Penalty: 5902.299805
	Iteration 18Q: 3 clusters Score -1.988763e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -19888038.000000 Penalty: 5902.299805
	Iteration 19Q: 3 clusters Score -1.988804e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -19888404.000000 Penalty: 5902.299805
	Iteration 20F: 3 clusters Score -1.98884e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 108739 members 
Entering Unmasked Estep 
Score: -19888760.000000 Penalty: 5902.299805
	Iteration 21Q: 3 clusters Score -1.988876e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -19889180.000000 Penalty: 5902.299805
	Iteration 22Q: 3 clusters Score -1.988918e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -19889568.000000 Penalty: 5902.299805
	Iteration 23Q: 3 clusters Score -1.988957e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -19890006.000000 Penalty: 5902.299805
	Iteration 24Q: 3 clusters Score -1.989001e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -19890468.000000 Penalty: 5902.299805
	Iteration 25Q: 3 clusters Score -1.989047e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 123153 members 
Entering Unmasked Estep 
Score: -19890954.000000 Penalty: 5902.299805
	Iteration 26Q: 3 clusters Score -1.989095e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -19891298.000000 Penalty: 5902.299805
	Iteration 27Q: 3 clusters Score -1.98913e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -19891688.000000 Penalty: 5902.299805
	Iteration 28Q: 3 clusters Score -1.989169e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -19892022.000000 Penalty: 5902.299805
	Iteration 29Q: 3 clusters Score -1.989202e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 132095 members 
Entering Unmasked Estep 
Score: -19892210.000000 Penalty: 5902.299805
	Iteration 30Q: 3 clusters Score -1.989221e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -19892516.000000 Penalty: 5902.299805
	Iteration 31Q: 3 clusters Score -1.989252e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 134936 members 
Entering Unmasked Estep 
Score: -19892606.000000 Penalty: 5902.299805
	Iteration 32Q: 3 clusters Score -1.989261e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 136036 members 
Entering Unmasked Estep 
Score: -19892680.000000 Penalty: 5902.299805
	Iteration 33Q: 3 clusters Score -1.989268e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -19892712.000000 Penalty: 5902.299805
	Iteration 34Q: 3 clusters Score -1.989271e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -19892824.000000 Penalty: 5902.299805
	Iteration 35Q: 3 clusters Score -1.989282e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -19892882.000000 Penalty: 5902.299805
	Iteration 36Q: 3 clusters Score -1.989288e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 138864 members 
Entering Unmasked Estep 
Score: -19892862.000000 Penalty: 5902.299805
	Iteration 37Q: 3 clusters Score -1.989286e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -19892874.000000 Penalty: 5902.299805
	Iteration 38Q: 3 clusters Score -1.989287e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -19892988.000000 Penalty: 5902.299805
	Iteration 39Q: 3 clusters Score -1.989299e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 140070 members 
Entering Unmasked Estep 
Score: -19893150.000000 Penalty: 5902.299805
	Iteration 40F: 3 clusters Score -1.989315e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -19893248.000000 Penalty: 5902.299805
	Iteration 41Q: 3 clusters Score -1.989325e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -19893384.000000 Penalty: 5902.299805
	Iteration 42Q: 3 clusters Score -1.989338e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -19893338.000000 Penalty: 5902.299805
	Iteration 43Q: 3 clusters Score -1.989334e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 142052 members 
Entering Unmasked Estep 
Score: -19893398.000000 Penalty: 5902.299805
	Iteration 44Q: 3 clusters Score -1.98934e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -19893438.000000 Penalty: 5902.299805
	Iteration 45Q: 3 clusters Score -1.989344e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 142729 members 
Entering Unmasked Estep 
Score: -19893450.000000 Penalty: 5902.299805
	Iteration 46Q: 3 clusters Score -1.989345e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 143006 members 
Entering Unmasked Estep 
Score: -19893378.000000 Penalty: 5902.299805
	Iteration 47Q: 3 clusters Score -1.989338e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 143219 members 
Entering Unmasked Estep 
Score: -19893288.000000 Penalty: 5902.299805
	Iteration 48Q: 3 clusters Score -1.989329e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -19893310.000000 Penalty: 5902.299805
	Iteration 49Q: 3 clusters Score -1.989331e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 143575 members 
Entering Unmasked Estep 
Score: -19893318.000000 Penalty: 5902.299805
	Iteration 50Q: 3 clusters Score -1.989332e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -19893326.000000 Penalty: 5902.299805
	Iteration 51Q: 3 clusters Score -1.989333e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -19893302.000000 Penalty: 5902.299805
	Iteration 52Q: 3 clusters Score -1.98933e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 143953 members 
Entering Unmasked Estep 
Score: -19893278.000000 Penalty: 5902.299805
	Iteration 53Q: 3 clusters Score -1.989328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 144077 members 
Entering Unmasked Estep 
Score: -19893284.000000 Penalty: 5902.299805
	Iteration 54Q: 3 clusters Score -1.989328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -19893260.000000 Penalty: 5902.299805
	Iteration 55Q: 3 clusters Score -1.989326e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -19893268.000000 Penalty: 5902.299805
	Iteration 56Q: 3 clusters Score -1.989327e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 144400 members 
Entering Unmasked Estep 
Score: -19893268.000000 Penalty: 5902.299805
	Iteration 57Q: 3 clusters Score -1.989327e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 144492 members 
Entering Unmasked Estep 
Score: -19893248.000000 Penalty: 5902.299805
	Iteration 58Q: 3 clusters Score -1.989325e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 144565 members 
Entering Unmasked Estep 
Score: -19893294.000000 Penalty: 5902.299805
	Iteration 59Q: 3 clusters Score -1.989329e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 144629 members 
Entering Unmasked Estep 
Score: -19893298.000000 Penalty: 5902.299805
	Iteration 60F: 3 clusters Score -1.98933e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 144687 members 
Entering Unmasked Estep 
Score: -19893276.000000 Penalty: 5902.299805
	Iteration 61Q: 3 clusters Score -1.989328e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -19893250.000000 Penalty: 5902.299805
	Iteration 62Q: 3 clusters Score -1.989325e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 144806 members 
Entering Unmasked Estep 
Score: -19893264.000000 Penalty: 5902.299805
	Iteration 63Q: 3 clusters Score -1.989326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 144845 members 
Entering Unmasked Estep 
Score: -19893232.000000 Penalty: 5902.299805
	Iteration 64Q: 3 clusters Score -1.989323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 144877 members 
Entering Unmasked Estep 
Score: -19893252.000000 Penalty: 5902.299805
	Iteration 65Q: 3 clusters Score -1.989325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -19893262.000000 Penalty: 5902.299805
	Iteration 66Q: 3 clusters Score -1.989326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -19893272.000000 Penalty: 5902.299805
	Iteration 67Q: 3 clusters Score -1.989327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -19893288.000000 Penalty: 5902.299805
	Iteration 68Q: 3 clusters Score -1.989329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -19893302.000000 Penalty: 5902.299805
	Iteration 69Q: 3 clusters Score -1.98933e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 145023 members 
Entering Unmasked Estep 
Score: -19893312.000000 Penalty: 5902.299805
	Iteration 70Q: 3 clusters Score -1.989331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 145060 members 
Entering Unmasked Estep 
Score: -19893320.000000 Penalty: 5902.299805
	Iteration 71Q: 3 clusters Score -1.989332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -19893292.000000 Penalty: 5902.299805
	Iteration 72Q: 3 clusters Score -1.989329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19893298.000000 Penalty: 5902.299805
	Iteration 73Q: 3 clusters Score -1.98933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 145153 members 
Entering Unmasked Estep 
Score: -19893298.000000 Penalty: 5902.299805
	Iteration 74Q: 3 clusters Score -1.98933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -19893288.000000 Penalty: 5902.299805
	Iteration 75Q: 3 clusters Score -1.989329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -19893286.000000 Penalty: 5902.299805
	Iteration 76Q: 3 clusters Score -1.989329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -19893298.000000 Penalty: 5902.299805
	Iteration 77Q: 3 clusters Score -1.98933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 145242 members 
Entering Unmasked Estep 
Score: -19893294.000000 Penalty: 5902.299805
	Iteration 78Q: 3 clusters Score -1.989329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 145261 members 
Entering Unmasked Estep 
Score: -19893294.000000 Penalty: 5902.299805
	Iteration 79Q: 3 clusters Score -1.989329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -19893302.000000 Penalty: 5902.299805
	Iteration 80F: 3 clusters Score -1.98933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -19893302.000000 Penalty: 5902.299805
	Iteration 81Q: 3 clusters Score -1.98933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 145297 members 
Entering Unmasked Estep 
Score: -19893316.000000 Penalty: 5902.299805
	Iteration 82Q: 3 clusters Score -1.989332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -19893304.000000 Penalty: 5902.299805
	Iteration 83Q: 3 clusters Score -1.98933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -19893338.000000 Penalty: 5902.299805
	Iteration 84Q: 3 clusters Score -1.989334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 145344 members 
Entering Unmasked Estep 
Score: -19893334.000000 Penalty: 5902.299805
	Iteration 85Q: 3 clusters Score -1.989333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -19893306.000000 Penalty: 5902.299805
	Iteration 86Q: 3 clusters Score -1.989331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -19893302.000000 Penalty: 5902.299805
	Iteration 87Q: 3 clusters Score -1.98933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -19893292.000000 Penalty: 5902.299805
	Iteration 88Q: 3 clusters Score -1.989329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 145390 members 
Entering Unmasked Estep 
Score: -19893310.000000 Penalty: 5902.299805
	Iteration 89Q: 3 clusters Score -1.989331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -19893302.000000 Penalty: 5902.299805
	Iteration 90Q: 3 clusters Score -1.98933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -19893290.000000 Penalty: 5902.299805
	Iteration 91Q: 3 clusters Score -1.989329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 145412 members 
Entering Unmasked Estep 
Score: -19893292.000000 Penalty: 5902.299805
	Iteration 92Q: 3 clusters Score -1.989329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 145420 members 
Entering Unmasked Estep 
Score: -19893320.000000 Penalty: 5902.299805
	Iteration 93Q: 3 clusters Score -1.989332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -19893316.000000 Penalty: 5902.299805
	Iteration 94Q: 3 clusters Score -1.989332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -19893314.000000 Penalty: 5902.299805
	Iteration 95Q: 3 clusters Score -1.989331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -19893318.000000 Penalty: 5902.299805
	Iteration 96Q: 3 clusters Score -1.989332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -19893308.000000 Penalty: 5902.299805
	Iteration 97Q: 3 clusters Score -1.989331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 145428 members 
Entering Unmasked Estep 
Score: -19893312.000000 Penalty: 5902.299805
	Iteration 98Q: 3 clusters Score -1.989331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -19893318.000000 Penalty: 5902.299805
	Iteration 99Q: 3 clusters Score -1.989332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -19893318.000000 Penalty: 5902.299805
	Iteration 100F: 3 clusters Score -1.989332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (132425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Entering Unmasked Estep 
Score: -17935368.000000 Penalty: 2924.855469
	Iteration 0F: 2 clusters Score -1.793537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -17847684.000000 Penalty: 5849.710938
	Iteration 0F: 3 clusters Score -1.784768e+07 nChanged 63322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -17884876.000000 Penalty: 5849.710938
	Iteration 1F: 3 clusters Score -1.788488e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -17886536.000000 Penalty: 5849.710938
	Iteration 2Q: 3 clusters Score -1.788654e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -17888854.000000 Penalty: 5849.710938
	Iteration 3Q: 3 clusters Score -1.788885e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -17892360.000000 Penalty: 5849.710938
	Iteration 4F: 3 clusters Score -1.789236e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -17897210.000000 Penalty: 5849.710938
	Iteration 5F: 3 clusters Score -1.789721e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -17902926.000000 Penalty: 5849.710938
	Iteration 6F: 3 clusters Score -1.790293e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -17908442.000000 Penalty: 5849.710938
	Iteration 7F: 3 clusters Score -1.790844e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -17912614.000000 Penalty: 5849.710938
	Iteration 8F: 3 clusters Score -1.791261e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -17915614.000000 Penalty: 5849.710938
	Iteration 9Q: 3 clusters Score -1.791561e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -17917320.000000 Penalty: 5849.710938
	Iteration 10Q: 3 clusters Score -1.791732e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -17918388.000000 Penalty: 5849.710938
	Iteration 11Q: 3 clusters Score -1.791839e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -17919318.000000 Penalty: 5849.710938
	Iteration 12Q: 3 clusters Score -1.791932e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -17919952.000000 Penalty: 5849.710938
	Iteration 13Q: 3 clusters Score -1.791995e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -17920648.000000 Penalty: 5849.710938
	Iteration 14Q: 3 clusters Score -1.792065e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -17921356.000000 Penalty: 5849.710938
	Iteration 15Q: 3 clusters Score -1.792136e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -17921944.000000 Penalty: 5849.710938
	Iteration 16Q: 3 clusters Score -1.792194e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -17922768.000000 Penalty: 5849.710938
	Iteration 17Q: 3 clusters Score -1.792277e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -17923644.000000 Penalty: 5849.710938
	Iteration 18Q: 3 clusters Score -1.792364e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -17924462.000000 Penalty: 5849.710938
	Iteration 19Q: 3 clusters Score -1.792446e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -17925084.000000 Penalty: 5849.710938
	Iteration 20F: 3 clusters Score -1.792508e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -17925596.000000 Penalty: 5849.710938
	Iteration 21Q: 3 clusters Score -1.79256e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -17925978.000000 Penalty: 5849.710938
	Iteration 22Q: 3 clusters Score -1.792598e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -17926408.000000 Penalty: 5849.710938
	Iteration 23Q: 3 clusters Score -1.792641e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -17926638.000000 Penalty: 5849.710938
	Iteration 24Q: 3 clusters Score -1.792664e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -17926884.000000 Penalty: 5849.710938
	Iteration 25Q: 3 clusters Score -1.792688e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -17927166.000000 Penalty: 5849.710938
	Iteration 26Q: 3 clusters Score -1.792717e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -17927448.000000 Penalty: 5849.710938
	Iteration 27Q: 3 clusters Score -1.792745e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -17927662.000000 Penalty: 5849.710938
	Iteration 28Q: 3 clusters Score -1.792766e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -17927808.000000 Penalty: 5849.710938
	Iteration 29Q: 3 clusters Score -1.792781e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -17927978.000000 Penalty: 5849.710938
	Iteration 30Q: 3 clusters Score -1.792798e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -17928274.000000 Penalty: 5849.710938
	Iteration 31Q: 3 clusters Score -1.792827e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 109021 members 
Entering Unmasked Estep 
Score: -17928580.000000 Penalty: 5849.710938
	Iteration 32Q: 3 clusters Score -1.792858e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -17928834.000000 Penalty: 5849.710938
	Iteration 33Q: 3 clusters Score -1.792883e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -17929106.000000 Penalty: 5849.710938
	Iteration 34Q: 3 clusters Score -1.792911e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -17929314.000000 Penalty: 5849.710938
	Iteration 35Q: 3 clusters Score -1.792931e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -17929646.000000 Penalty: 5849.710938
	Iteration 36Q: 3 clusters Score -1.792965e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -17929968.000000 Penalty: 5849.710938
	Iteration 37Q: 3 clusters Score -1.792997e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -17930302.000000 Penalty: 5849.710938
	Iteration 38Q: 3 clusters Score -1.79303e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -17930552.000000 Penalty: 5849.710938
	Iteration 39Q: 3 clusters Score -1.793055e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -17930872.000000 Penalty: 5849.710938
	Iteration 40F: 3 clusters Score -1.793087e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -17931198.000000 Penalty: 5849.710938
	Iteration 41Q: 3 clusters Score -1.79312e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -17931422.000000 Penalty: 5849.710938
	Iteration 42Q: 3 clusters Score -1.793142e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 121171 members 
Entering Unmasked Estep 
Score: -17931710.000000 Penalty: 5849.710938
	Iteration 43Q: 3 clusters Score -1.793171e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -17932050.000000 Penalty: 5849.710938
	Iteration 44Q: 3 clusters Score -1.793205e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -17932298.000000 Penalty: 5849.710938
	Iteration 45Q: 3 clusters Score -1.79323e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -17932502.000000 Penalty: 5849.710938
	Iteration 46Q: 3 clusters Score -1.79325e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -17932702.000000 Penalty: 5849.710938
	Iteration 47Q: 3 clusters Score -1.79327e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -17932858.000000 Penalty: 5849.710938
	Iteration 48Q: 3 clusters Score -1.793286e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -17932990.000000 Penalty: 5849.710938
	Iteration 49Q: 3 clusters Score -1.793299e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -17933144.000000 Penalty: 5849.710938
	Iteration 50Q: 3 clusters Score -1.793314e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
Score: -17933254.000000 Penalty: 5849.710938
	Iteration 51Q: 3 clusters Score -1.793325e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 126441 members 
Entering Unmasked Estep 
Score: -17933324.000000 Penalty: 5849.710938
	Iteration 52Q: 3 clusters Score -1.793332e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -17933388.000000 Penalty: 5849.710938
	Iteration 53Q: 3 clusters Score -1.793339e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -17933472.000000 Penalty: 5849.710938
	Iteration 54Q: 3 clusters Score -1.793347e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -17933470.000000 Penalty: 5849.710938
	Iteration 55Q: 3 clusters Score -1.793347e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -17933530.000000 Penalty: 5849.710938
	Iteration 56Q: 3 clusters Score -1.793353e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 127613 members 
Entering Unmasked Estep 
Score: -17933620.000000 Penalty: 5849.710938
	Iteration 57Q: 3 clusters Score -1.793362e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 127793 members 
Entering Unmasked Estep 
Score: -17933668.000000 Penalty: 5849.710938
	Iteration 58Q: 3 clusters Score -1.793367e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -17933714.000000 Penalty: 5849.710938
	Iteration 59Q: 3 clusters Score -1.793371e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 128120 members 
Entering Unmasked Estep 
Score: -17933762.000000 Penalty: 5849.710938
	Iteration 60F: 3 clusters Score -1.793376e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 128252 members 
Entering Unmasked Estep 
Score: -17933746.000000 Penalty: 5849.710938
	Iteration 61Q: 3 clusters Score -1.793375e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -17933764.000000 Penalty: 5849.710938
	Iteration 62Q: 3 clusters Score -1.793376e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -17933720.000000 Penalty: 5849.710938
	Iteration 63Q: 3 clusters Score -1.793372e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 128546 members 
Entering Unmasked Estep 
Score: -17933770.000000 Penalty: 5849.710938
	Iteration 64Q: 3 clusters Score -1.793377e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -17933796.000000 Penalty: 5849.710938
	Iteration 65Q: 3 clusters Score -1.79338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 128698 members 
Entering Unmasked Estep 
Score: -17933814.000000 Penalty: 5849.710938
	Iteration 66Q: 3 clusters Score -1.793381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 128757 members 
Entering Unmasked Estep 
Score: -17933828.000000 Penalty: 5849.710938
	Iteration 67Q: 3 clusters Score -1.793383e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 128809 members 
Entering Unmasked Estep 
Score: -17933872.000000 Penalty: 5849.710938
	Iteration 68Q: 3 clusters Score -1.793387e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 128862 members 
Entering Unmasked Estep 
Score: -17933896.000000 Penalty: 5849.710938
	Iteration 69Q: 3 clusters Score -1.79339e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -17933890.000000 Penalty: 5849.710938
	Iteration 70Q: 3 clusters Score -1.793389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -17933882.000000 Penalty: 5849.710938
	Iteration 71Q: 3 clusters Score -1.793388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 129006 members 
Entering Unmasked Estep 
Score: -17933896.000000 Penalty: 5849.710938
	Iteration 72Q: 3 clusters Score -1.79339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 129027 members 
Entering Unmasked Estep 
Score: -17933894.000000 Penalty: 5849.710938
	Iteration 73Q: 3 clusters Score -1.793389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 129046 members 
Entering Unmasked Estep 
Score: -17933886.000000 Penalty: 5849.710938
	Iteration 74Q: 3 clusters Score -1.793389e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 129067 members 
Entering Unmasked Estep 
Score: -17933892.000000 Penalty: 5849.710938
	Iteration 75Q: 3 clusters Score -1.793389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -17933916.000000 Penalty: 5849.710938
	Iteration 76Q: 3 clusters Score -1.793392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -17933916.000000 Penalty: 5849.710938
	Iteration 77Q: 3 clusters Score -1.793392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 129104 members 
Entering Unmasked Estep 
Score: -17933908.000000 Penalty: 5849.710938
	Iteration 78Q: 3 clusters Score -1.793391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
Score: -17933900.000000 Penalty: 5849.710938
	Iteration 79Q: 3 clusters Score -1.79339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 129126 members 
Entering Unmasked Estep 
Score: -17933902.000000 Penalty: 5849.710938
	Iteration 80F: 3 clusters Score -1.79339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 129137 members 
Entering Unmasked Estep 
Score: -17933902.000000 Penalty: 5849.710938
	Iteration 81Q: 3 clusters Score -1.79339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -17933898.000000 Penalty: 5849.710938
	Iteration 82Q: 3 clusters Score -1.79339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 129147 members 
Entering Unmasked Estep 
Score: -17933900.000000 Penalty: 5849.710938
	Iteration 83Q: 3 clusters Score -1.79339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -17933916.000000 Penalty: 5849.710938
	Iteration 84Q: 3 clusters Score -1.793392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 129162 members 
Entering Unmasked Estep 
Score: -17933918.000000 Penalty: 5849.710938
	Iteration 85Q: 3 clusters Score -1.793392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -17933914.000000 Penalty: 5849.710938
	Iteration 86Q: 3 clusters Score -1.793391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -17933924.000000 Penalty: 5849.710938
	Iteration 87Q: 3 clusters Score -1.793392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 129178 members 
Entering Unmasked Estep 
Score: -17933926.000000 Penalty: 5849.710938
	Iteration 88Q: 3 clusters Score -1.793393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -17933906.000000 Penalty: 5849.710938
	Iteration 89Q: 3 clusters Score -1.793391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -17933912.000000 Penalty: 5849.710938
	Iteration 90Q: 3 clusters Score -1.793391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 129182 members 
Entering Unmasked Estep 
Score: -17933914.000000 Penalty: 5849.710938
	Iteration 91Q: 3 clusters Score -1.793391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -17933920.000000 Penalty: 5849.710938
	Iteration 92Q: 3 clusters Score -1.793392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -17933904.000000 Penalty: 5849.710938
	Iteration 93Q: 3 clusters Score -1.79339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 129197 members 
Entering Unmasked Estep 
Score: -17933910.000000 Penalty: 5849.710938
	Iteration 94Q: 3 clusters Score -1.793391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 129200 members 
Entering Unmasked Estep 
Score: -17933918.000000 Penalty: 5849.710938
	Iteration 95Q: 3 clusters Score -1.793392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -17933918.000000 Penalty: 5849.710938
	Iteration 96Q: 3 clusters Score -1.793392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -17933916.000000 Penalty: 5849.710938
	Iteration 97Q: 3 clusters Score -1.793392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -17933918.000000 Penalty: 5849.710938
	Iteration 98Q: 3 clusters Score -1.793392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 129209 members 
Entering Unmasked Estep 
Score: -17933906.000000 Penalty: 5849.710938
	Iteration 99Q: 3 clusters Score -1.793391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 129211 members 
Entering Unmasked Estep 
Score: -17933914.000000 Penalty: 5849.710938
	Iteration 100F: 3 clusters Score -1.793391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -17933910.000000 Penalty: 5849.710938
	Iteration 101Q: 3 clusters Score -1.793391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -17933920.000000 Penalty: 5849.710938
	Iteration 102Q: 3 clusters Score -1.793392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -17933912.000000 Penalty: 5849.710938
	Iteration 103Q: 3 clusters Score -1.793391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -17933920.000000 Penalty: 5849.710938
	Iteration 104Q: 3 clusters Score -1.793392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -17933926.000000 Penalty: 5849.710938
	Iteration 105Q: 3 clusters Score -1.793393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -17933922.000000 Penalty: 5849.710938
	Iteration 106Q: 3 clusters Score -1.793392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -17933928.000000 Penalty: 5849.710938
	Iteration 107Q: 3 clusters Score -1.793393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -17933924.000000 Penalty: 5849.710938
	Iteration 108Q: 3 clusters Score -1.793392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -17933924.000000 Penalty: 5849.710938
	Iteration 109F: 3 clusters Score -1.793392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Entering Unmasked Estep 
Score: -1578040.000000 Penalty: 2354.104248
	Iteration 0F: 2 clusters Score -1578040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1568345.500000 Penalty: 4708.208496
	Iteration 0F: 3 clusters Score -1568346 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1571908.375000 Penalty: 4708.208496
	Iteration 1F: 3 clusters Score -1571908 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1572638.250000 Penalty: 4708.208496
	Iteration 2F: 3 clusters Score -1572638 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1573295.750000 Penalty: 4708.208496
	Iteration 3F: 3 clusters Score -1573296 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1573978.750000 Penalty: 4708.208496
	Iteration 4F: 3 clusters Score -1573979 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1574710.750000 Penalty: 4708.208496
	Iteration 5F: 3 clusters Score -1574711 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1575382.750000 Penalty: 4708.208496
	Iteration 6F: 3 clusters Score -1575383 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1575911.125000 Penalty: 4708.208496
	Iteration 7F: 3 clusters Score -1575911 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1576246.625000 Penalty: 4708.208496
	Iteration 8Q: 3 clusters Score -1576247 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1576447.500000 Penalty: 4708.208496
	Iteration 9Q: 3 clusters Score -1576448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1576552.750000 Penalty: 4708.208496
	Iteration 10Q: 3 clusters Score -1576553 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1576608.375000 Penalty: 4708.208496
	Iteration 11Q: 3 clusters Score -1576608 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1576660.125000 Penalty: 4708.208496
	Iteration 12Q: 3 clusters Score -1576660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1576712.625000 Penalty: 4708.208496
	Iteration 13Q: 3 clusters Score -1576713 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1576751.375000 Penalty: 4708.208496
	Iteration 14Q: 3 clusters Score -1576751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1576789.000000 Penalty: 4708.208496
	Iteration 15Q: 3 clusters Score -1576789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1576824.500000 Penalty: 4708.208496
	Iteration 16Q: 3 clusters Score -1576824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1576860.000000 Penalty: 4708.208496
	Iteration 17Q: 3 clusters Score -1576860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1576891.750000 Penalty: 4708.208496
	Iteration 18Q: 3 clusters Score -1576892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1576935.875000 Penalty: 4708.208496
	Iteration 19Q: 3 clusters Score -1576936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1576973.875000 Penalty: 4708.208496
	Iteration 20F: 3 clusters Score -1576974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1577001.500000 Penalty: 4708.208496
	Iteration 21Q: 3 clusters Score -1577002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1577033.375000 Penalty: 4708.208496
	Iteration 22Q: 3 clusters Score -1577033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1577056.875000 Penalty: 4708.208496
	Iteration 23Q: 3 clusters Score -1577057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1577081.500000 Penalty: 4708.208496
	Iteration 24Q: 3 clusters Score -1577082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1577094.000000 Penalty: 4708.208496
	Iteration 25Q: 3 clusters Score -1577094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1577106.000000 Penalty: 4708.208496
	Iteration 26Q: 3 clusters Score -1577106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1577121.875000 Penalty: 4708.208496
	Iteration 27Q: 3 clusters Score -1577122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1577127.125000 Penalty: 4708.208496
	Iteration 28Q: 3 clusters Score -1577127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1577137.250000 Penalty: 4708.208496
	Iteration 29Q: 3 clusters Score -1577137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1577149.000000 Penalty: 4708.208496
	Iteration 30Q: 3 clusters Score -1577149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1577163.875000 Penalty: 4708.208496
	Iteration 31Q: 3 clusters Score -1577164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1577172.500000 Penalty: 4708.208496
	Iteration 32Q: 3 clusters Score -1577172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1577175.375000 Penalty: 4708.208496
	Iteration 33Q: 3 clusters Score -1577175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1577183.125000 Penalty: 4708.208496
	Iteration 34Q: 3 clusters Score -1577183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1577186.875000 Penalty: 4708.208496
	Iteration 35Q: 3 clusters Score -1577187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1577187.125000 Penalty: 4708.208496
	Iteration 36Q: 3 clusters Score -1577187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1577190.000000 Penalty: 4708.208496
	Iteration 37Q: 3 clusters Score -1577190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1577189.500000 Penalty: 4708.208496
	Iteration 38Q: 3 clusters Score -1577190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1577186.125000 Penalty: 4708.208496
	Iteration 39Q: 3 clusters Score -1577186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1577188.125000 Penalty: 4708.208496
	Iteration 40F: 3 clusters Score -1577188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1577192.125000 Penalty: 4708.208496
	Iteration 41Q: 3 clusters Score -1577192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1577194.625000 Penalty: 4708.208496
	Iteration 42Q: 3 clusters Score -1577195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1577198.875000 Penalty: 4708.208496
	Iteration 43Q: 3 clusters Score -1577199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1577200.625000 Penalty: 4708.208496
	Iteration 44Q: 3 clusters Score -1577201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1577200.625000 Penalty: 4708.208496
	Iteration 45Q: 3 clusters Score -1577201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1577203.250000 Penalty: 4708.208496
	Iteration 46Q: 3 clusters Score -1577203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1577205.375000 Penalty: 4708.208496
	Iteration 47Q: 3 clusters Score -1577205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1577206.875000 Penalty: 4708.208496
	Iteration 48Q: 3 clusters Score -1577207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1577205.125000 Penalty: 4708.208496
	Iteration 49Q: 3 clusters Score -1577205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1577204.125000 Penalty: 4708.208496
	Iteration 50Q: 3 clusters Score -1577204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1577204.000000 Penalty: 4708.208496
	Iteration 51Q: 3 clusters Score -1577204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1577208.125000 Penalty: 4708.208496
	Iteration 52Q: 3 clusters Score -1577208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1577207.375000 Penalty: 4708.208496
	Iteration 53Q: 3 clusters Score -1577207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1577208.250000 Penalty: 4708.208496
	Iteration 54Q: 3 clusters Score -1577208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1577210.875000 Penalty: 4708.208496
	Iteration 55Q: 3 clusters Score -1577211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1577209.875000 Penalty: 4708.208496
	Iteration 56Q: 3 clusters Score -1577210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1577211.750000 Penalty: 4708.208496
	Iteration 57Q: 3 clusters Score -1577212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1577209.750000 Penalty: 4708.208496
	Iteration 58Q: 3 clusters Score -1577210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1577211.000000 Penalty: 4708.208496
	Iteration 59Q: 3 clusters Score -1577211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1577210.625000 Penalty: 4708.208496
	Iteration 60F: 3 clusters Score -1577211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1577209.250000 Penalty: 4708.208496
	Iteration 61Q: 3 clusters Score -1577209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1577209.250000 Penalty: 4708.208496
	Iteration 62F: 3 clusters Score -1577209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (176379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176379 members 
Entering Unmasked Estep 
Score: -23858652.000000 Penalty: 2995.936768
	Iteration 0F: 2 clusters Score -2.385865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -23743436.000000 Penalty: 5991.873535
	Iteration 0F: 3 clusters Score -2.374344e+07 nChanged 84527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -23791980.000000 Penalty: 5991.873535
	Iteration 1F: 3 clusters Score -2.379198e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -23792828.000000 Penalty: 5991.873535
	Iteration 2Q: 3 clusters Score -2.379283e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -23793408.000000 Penalty: 5991.873535
	Iteration 3Q: 3 clusters Score -2.379341e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -23794628.000000 Penalty: 5991.873535
	Iteration 4Q: 3 clusters Score -2.379463e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94370 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -23796096.000000 Penalty: 5991.873535
	Iteration 5Q: 3 clusters Score -2.37961e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -23797984.000000 Penalty: 5991.873535
	Iteration 6Q: 3 clusters Score -2.379798e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -23800648.000000 Penalty: 5991.873535
	Iteration 7Q: 3 clusters Score -2.380065e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -23804898.000000 Penalty: 5991.873535
	Iteration 8Q: 3 clusters Score -2.38049e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -23810746.000000 Penalty: 5991.873535
	Iteration 9F: 3 clusters Score -2.381075e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -23818404.000000 Penalty: 5991.873535
	Iteration 10F: 3 clusters Score -2.38184e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -23827424.000000 Penalty: 5991.873535
	Iteration 11F: 3 clusters Score -2.382742e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149016 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -23836308.000000 Penalty: 5991.873535
	Iteration 12F: 3 clusters Score -2.383631e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157516 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -23843258.000000 Penalty: 5991.873535
	Iteration 13Q: 3 clusters Score -2.384326e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163703 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -23848162.000000 Penalty: 5991.873535
	Iteration 14Q: 3 clusters Score -2.384816e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -23851280.000000 Penalty: 5991.873535
	Iteration 15Q: 3 clusters Score -2.385128e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23853078.000000 Penalty: 5991.873535
	Iteration 16Q: 3 clusters Score -2.385308e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -23854156.000000 Penalty: 5991.873535
	Iteration 17Q: 3 clusters Score -2.385416e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -23854798.000000 Penalty: 5991.873535
	Iteration 18Q: 3 clusters Score -2.38548e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -23855098.000000 Penalty: 5991.873535
	Iteration 19Q: 3 clusters Score -2.38551e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23855368.000000 Penalty: 5991.873535
	Iteration 20F: 3 clusters Score -2.385537e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23855554.000000 Penalty: 5991.873535
	Iteration 21Q: 3 clusters Score -2.385555e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23855694.000000 Penalty: 5991.873535
	Iteration 22Q: 3 clusters Score -2.385569e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23855798.000000 Penalty: 5991.873535
	Iteration 23Q: 3 clusters Score -2.38558e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175260 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23855862.000000 Penalty: 5991.873535
	Iteration 24Q: 3 clusters Score -2.385586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23855930.000000 Penalty: 5991.873535
	Iteration 25Q: 3 clusters Score -2.385593e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23855970.000000 Penalty: 5991.873535
	Iteration 26Q: 3 clusters Score -2.385597e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -23855998.000000 Penalty: 5991.873535
	Iteration 27Q: 3 clusters Score -2.3856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -23856038.000000 Penalty: 5991.873535
	Iteration 28Q: 3 clusters Score -2.385604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -23856052.000000 Penalty: 5991.873535
	Iteration 29Q: 3 clusters Score -2.385605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -23856068.000000 Penalty: 5991.873535
	Iteration 30Q: 3 clusters Score -2.385607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23856064.000000 Penalty: 5991.873535
	Iteration 31Q: 3 clusters Score -2.385606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175524 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -23856104.000000 Penalty: 5991.873535
	Iteration 32Q: 3 clusters Score -2.38561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23856124.000000 Penalty: 5991.873535
	Iteration 33Q: 3 clusters Score -2.385612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175542 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23856114.000000 Penalty: 5991.873535
	Iteration 34Q: 3 clusters Score -2.385611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23856126.000000 Penalty: 5991.873535
	Iteration 35Q: 3 clusters Score -2.385613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175558 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -23856128.000000 Penalty: 5991.873535
	Iteration 36Q: 3 clusters Score -2.385613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175565 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23856138.000000 Penalty: 5991.873535
	Iteration 37Q: 3 clusters Score -2.385614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -23856164.000000 Penalty: 5991.873535
	Iteration 38Q: 3 clusters Score -2.385616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -23856144.000000 Penalty: 5991.873535
	Iteration 39Q: 3 clusters Score -2.385614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23856168.000000 Penalty: 5991.873535
	Iteration 40F: 3 clusters Score -2.385617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175597 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23856176.000000 Penalty: 5991.873535
	Iteration 41Q: 3 clusters Score -2.385618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23856166.000000 Penalty: 5991.873535
	Iteration 42Q: 3 clusters Score -2.385617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23856170.000000 Penalty: 5991.873535
	Iteration 43Q: 3 clusters Score -2.385617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23856196.000000 Penalty: 5991.873535
	Iteration 44Q: 3 clusters Score -2.38562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23856198.000000 Penalty: 5991.873535
	Iteration 45Q: 3 clusters Score -2.38562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -23856186.000000 Penalty: 5991.873535
	Iteration 46Q: 3 clusters Score -2.385619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -23856184.000000 Penalty: 5991.873535
	Iteration 47Q: 3 clusters Score -2.385618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -23856194.000000 Penalty: 5991.873535
	Iteration 48Q: 3 clusters Score -2.385619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -23856194.000000 Penalty: 5991.873535
	Iteration 49F: 3 clusters Score -2.385619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Entering Unmasked Estep 
Score: -5693529.000000 Penalty: 2637.453613
	Iteration 0F: 2 clusters Score -5693529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5665200.500000 Penalty: 5274.907227
	Iteration 0F: 3 clusters Score -5665200 nChanged 19164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -5675865.500000 Penalty: 5274.907227
	Iteration 1F: 3 clusters Score -5675866 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5676388.500000 Penalty: 5274.907227
	Iteration 2Q: 3 clusters Score -5676388 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5676850.000000 Penalty: 5274.907227
	Iteration 3Q: 3 clusters Score -5676850 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5677240.000000 Penalty: 5274.907227
	Iteration 4Q: 3 clusters Score -5677240 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5677601.000000 Penalty: 5274.907227
	Iteration 5Q: 3 clusters Score -5677601 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5678095.500000 Penalty: 5274.907227
	Iteration 6Q: 3 clusters Score -5678096 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5678622.000000 Penalty: 5274.907227
	Iteration 7Q: 3 clusters Score -5678622 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5679326.500000 Penalty: 5274.907227
	Iteration 8Q: 3 clusters Score -5679326 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5680245.500000 Penalty: 5274.907227
	Iteration 9Q: 3 clusters Score -5680246 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5681309.000000 Penalty: 5274.907227
	Iteration 10Q: 3 clusters Score -5681309 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5682562.000000 Penalty: 5274.907227
	Iteration 11Q: 3 clusters Score -5682562 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5683979.000000 Penalty: 5274.907227
	Iteration 12F: 3 clusters Score -5683979 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -5685315.500000 Penalty: 5274.907227
	Iteration 13Q: 3 clusters Score -5685316 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5686354.000000 Penalty: 5274.907227
	Iteration 14Q: 3 clusters Score -5686354 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -5687071.000000 Penalty: 5274.907227
	Iteration 15Q: 3 clusters Score -5687071 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5687606.000000 Penalty: 5274.907227
	Iteration 16Q: 3 clusters Score -5687606 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -5688065.500000 Penalty: 5274.907227
	Iteration 17Q: 3 clusters Score -5688066 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5688390.000000 Penalty: 5274.907227
	Iteration 18Q: 3 clusters Score -5688390 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5688693.500000 Penalty: 5274.907227
	Iteration 19Q: 3 clusters Score -5688694 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -5688902.000000 Penalty: 5274.907227
	Iteration 20F: 3 clusters Score -5688902 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5689075.500000 Penalty: 5274.907227
	Iteration 21Q: 3 clusters Score -5689076 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -5689211.000000 Penalty: 5274.907227
	Iteration 22Q: 3 clusters Score -5689211 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5689307.500000 Penalty: 5274.907227
	Iteration 23Q: 3 clusters Score -5689308 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5689437 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5689524 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5689586 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5689662 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5689762 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5689819 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5689934 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5690022.000000 Penalty: 5274.907227
	Iteration 31Q: 3 clusters Score -5690022 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -5690061.500000 Penalty: 5274.907227
	Iteration 32Q: 3 clusters Score -5690062 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5690135.500000 Penalty: 5274.907227
	Iteration 33Q: 3 clusters Score -5690136 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5690216.500000 Penalty: 5274.907227
	Iteration 34Q: 3 clusters Score -5690216 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5690286 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -5690360.500000 Penalty: 5274.907227
	Iteration 36Q: 3 clusters Score -5690360 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5690393 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5690441 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5690472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -5690518.500000 Penalty: 5274.907227
	Iteration 40F: 3 clusters Score -5690518 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5690566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5690612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5690658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5690678.000000 Penalty: 5274.907227
	Iteration 44Q: 3 clusters Score -5690678 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5690689 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5690723.000000 Penalty: 5274.907227
	Iteration 46Q: 3 clusters Score -5690723 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5690736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5690786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5690814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5690837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5690870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5690888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5690930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5690960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5690984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5690996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5691032.000000 Penalty: 5274.907227
	Iteration 57Q: 3 clusters Score -5691032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5691049.500000 Penalty: 5274.907227
	Iteration 58Q: 3 clusters Score -5691050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -5691073.500000 Penalty: 5274.907227
	Iteration 59Q: 3 clusters Score -5691074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5691086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5691111.000000 Penalty: 5274.907227
	Iteration 61Q: 3 clusters Score -5691111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5691133.000000 Penalty: 5274.907227
	Iteration 62Q: 3 clusters Score -5691133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5691138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5691164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5691155.500000 Penalty: 5274.907227
	Iteration 65Q: 3 clusters Score -5691156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5691163.500000 Penalty: 5274.907227
	Iteration 66Q: 3 clusters Score -5691164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5691192.000000 Penalty: 5274.907227
	Iteration 67Q: 3 clusters Score -5691192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5691190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5691194.000000 Penalty: 5274.907227
	Iteration 69Q: 3 clusters Score -5691194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5691194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5691209.000000 Penalty: 5274.907227
	Iteration 71Q: 3 clusters Score -5691209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5691218.500000 Penalty: 5274.907227
	Iteration 72Q: 3 clusters Score -5691218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5691228.000000 Penalty: 5274.907227
	Iteration 73Q: 3 clusters Score -5691228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5691239.000000 Penalty: 5274.907227
	Iteration 74Q: 3 clusters Score -5691239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -5691241.000000 Penalty: 5274.907227
	Iteration 75Q: 3 clusters Score -5691241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5691250.000000 Penalty: 5274.907227
	Iteration 76Q: 3 clusters Score -5691250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5691272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5691283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5691282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5691295 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5691294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5691306.500000 Penalty: 5274.907227
	Iteration 82Q: 3 clusters Score -5691306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5691308.500000 Penalty: 5274.907227
	Iteration 83Q: 3 clusters Score -5691308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -5691317.500000 Penalty: 5274.907227
	Iteration 84Q: 3 clusters Score -5691318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5691319.500000 Penalty: 5274.907227
	Iteration 85Q: 3 clusters Score -5691320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5691324.500000 Penalty: 5274.907227
	Iteration 86Q: 3 clusters Score -5691324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -5691331.500000 Penalty: 5274.907227
	Iteration 87Q: 3 clusters Score -5691332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5691324.000000 Penalty: 5274.907227
	Iteration 88Q: 3 clusters Score -5691324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -5691342.500000 Penalty: 5274.907227
	Iteration 89Q: 3 clusters Score -5691342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5691351.500000 Penalty: 5274.907227
	Iteration 90Q: 3 clusters Score -5691352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5691365.500000 Penalty: 5274.907227
	Iteration 91Q: 3 clusters Score -5691366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5691371.000000 Penalty: 5274.907227
	Iteration 92Q: 3 clusters Score -5691371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -5691371.000000 Penalty: 5274.907227
	Iteration 93Q: 3 clusters Score -5691371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5691373.500000 Penalty: 5274.907227
	Iteration 94Q: 3 clusters Score -5691374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -5691381.500000 Penalty: 5274.907227
	Iteration 95Q: 3 clusters Score -5691382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5691393.500000 Penalty: 5274.907227
	Iteration 96Q: 3 clusters Score -5691394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5691391.500000 Penalty: 5274.907227
	Iteration 97Q: 3 clusters Score -5691392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5691399.500000 Penalty: 5274.907227
	Iteration 98Q: 3 clusters Score -5691400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5691395.000000 Penalty: 5274.907227
	Iteration 99Q: 3 clusters Score -5691395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5691390.000000 Penalty: 5274.907227
	Iteration 100F: 3 clusters Score -5691390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5691399.000000 Penalty: 5274.907227
	Iteration 101Q: 3 clusters Score -5691399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5691403.500000 Penalty: 5274.907227
	Iteration 102Q: 3 clusters Score -5691404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5691399 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -5691399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18355 members 
Entering Unmasked Estep 
Score: -2403812.750000 Penalty: 2434.779053
	Iteration 0F: 2 clusters Score -2403813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2390815.250000 Penalty: 4869.558105
	Iteration 0F: 3 clusters Score -2390815 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2395326.500000 Penalty: 4869.558105
	Iteration 1F: 3 clusters Score -2395326 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2396052.750000 Penalty: 4869.558105
	Iteration 2F: 3 clusters Score -2396053 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2396752.250000 Penalty: 4869.558105
	Iteration 3F: 3 clusters Score -2396752 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2397351.500000 Penalty: 4869.558105
	Iteration 4F: 3 clusters Score -2397352 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2397888.500000 Penalty: 4869.558105
	Iteration 5F: 3 clusters Score -2397888 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2398468.250000 Penalty: 4869.558105
	Iteration 6F: 3 clusters Score -2398468 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2399129.500000 Penalty: 4869.558105
	Iteration 7F: 3 clusters Score -2399130 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2399832.250000 Penalty: 4869.558105
	Iteration 8F: 3 clusters Score -2399832 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2400455.500000 Penalty: 4869.558105
	Iteration 9F: 3 clusters Score -2400456 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2400945.500000 Penalty: 4869.558105
	Iteration 10Q: 3 clusters Score -2400946 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2401343.500000 Penalty: 4869.558105
	Iteration 11Q: 3 clusters Score -2401344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2401678.000000 Penalty: 4869.558105
	Iteration 12Q: 3 clusters Score -2401678 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2401929.250000 Penalty: 4869.558105
	Iteration 13Q: 3 clusters Score -2401929 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2402108.750000 Penalty: 4869.558105
	Iteration 14Q: 3 clusters Score -2402109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2402235.000000 Penalty: 4869.558105
	Iteration 15Q: 3 clusters Score -2402235 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2402319.500000 Penalty: 4869.558105
	Iteration 16Q: 3 clusters Score -2402320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2402385.250000 Penalty: 4869.558105
	Iteration 17Q: 3 clusters Score -2402385 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2402417.500000 Penalty: 4869.558105
	Iteration 18Q: 3 clusters Score -2402418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2402453.250000 Penalty: 4869.558105
	Iteration 19Q: 3 clusters Score -2402453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2402481.250000 Penalty: 4869.558105
	Iteration 20F: 3 clusters Score -2402481 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2402502.500000 Penalty: 4869.558105
	Iteration 21Q: 3 clusters Score -2402502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2402521.000000 Penalty: 4869.558105
	Iteration 22Q: 3 clusters Score -2402521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2402539.250000 Penalty: 4869.558105
	Iteration 23Q: 3 clusters Score -2402539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2402549.500000 Penalty: 4869.558105
	Iteration 24Q: 3 clusters Score -2402550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2402565.250000 Penalty: 4869.558105
	Iteration 25Q: 3 clusters Score -2402565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2402575.250000 Penalty: 4869.558105
	Iteration 26Q: 3 clusters Score -2402575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2402589.000000 Penalty: 4869.558105
	Iteration 27Q: 3 clusters Score -2402589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2402596.250000 Penalty: 4869.558105
	Iteration 28Q: 3 clusters Score -2402596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2402607.750000 Penalty: 4869.558105
	Iteration 29Q: 3 clusters Score -2402608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2402609.500000 Penalty: 4869.558105
	Iteration 30Q: 3 clusters Score -2402610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2402614.000000 Penalty: 4869.558105
	Iteration 31Q: 3 clusters Score -2402614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2402618.500000 Penalty: 4869.558105
	Iteration 32Q: 3 clusters Score -2402618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2402626.000000 Penalty: 4869.558105
	Iteration 33Q: 3 clusters Score -2402626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2402632.250000 Penalty: 4869.558105
	Iteration 34Q: 3 clusters Score -2402632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2402634.750000 Penalty: 4869.558105
	Iteration 35Q: 3 clusters Score -2402635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2402637.500000 Penalty: 4869.558105
	Iteration 36Q: 3 clusters Score -2402638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2402637.000000 Penalty: 4869.558105
	Iteration 37Q: 3 clusters Score -2402637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2402645.000000 Penalty: 4869.558105
	Iteration 38Q: 3 clusters Score -2402645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2402645.000000 Penalty: 4869.558105
	Iteration 39Q: 3 clusters Score -2402645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2402657.000000 Penalty: 4869.558105
	Iteration 40F: 3 clusters Score -2402657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2402659.250000 Penalty: 4869.558105
	Iteration 41Q: 3 clusters Score -2402659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2402664.500000 Penalty: 4869.558105
	Iteration 42Q: 3 clusters Score -2402664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2402668.000000 Penalty: 4869.558105
	Iteration 43Q: 3 clusters Score -2402668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2402669.250000 Penalty: 4869.558105
	Iteration 44Q: 3 clusters Score -2402669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2402668.000000 Penalty: 4869.558105
	Iteration 45Q: 3 clusters Score -2402668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2402667.750000 Penalty: 4869.558105
	Iteration 46Q: 3 clusters Score -2402668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2402673.000000 Penalty: 4869.558105
	Iteration 47Q: 3 clusters Score -2402673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2402675.000000 Penalty: 4869.558105
	Iteration 48Q: 3 clusters Score -2402675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2402676.500000 Penalty: 4869.558105
	Iteration 49Q: 3 clusters Score -2402676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2402676.750000 Penalty: 4869.558105
	Iteration 50Q: 3 clusters Score -2402677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2402679.250000 Penalty: 4869.558105
	Iteration 51Q: 3 clusters Score -2402679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2402685.000000 Penalty: 4869.558105
	Iteration 52Q: 3 clusters Score -2402685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2402684.250000 Penalty: 4869.558105
	Iteration 53Q: 3 clusters Score -2402684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2402698.000000 Penalty: 4869.558105
	Iteration 54Q: 3 clusters Score -2402698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2402709.750000 Penalty: 4869.558105
	Iteration 55Q: 3 clusters Score -2402710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2402731.250000 Penalty: 4869.558105
	Iteration 56Q: 3 clusters Score -2402731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2402750.500000 Penalty: 4869.558105
	Iteration 57Q: 3 clusters Score -2402750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2402773.500000 Penalty: 4869.558105
	Iteration 58Q: 3 clusters Score -2402774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2402824.500000 Penalty: 4869.558105
	Iteration 59Q: 3 clusters Score -2402824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2402866.500000 Penalty: 4869.558105
	Iteration 60F: 3 clusters Score -2402866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2402890.250000 Penalty: 4869.558105
	Iteration 61Q: 3 clusters Score -2402890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2402910.000000 Penalty: 4869.558105
	Iteration 62Q: 3 clusters Score -2402910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2402911.500000 Penalty: 4869.558105
	Iteration 63Q: 3 clusters Score -2402912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2402927.250000 Penalty: 4869.558105
	Iteration 64Q: 3 clusters Score -2402927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2402932.750000 Penalty: 4869.558105
	Iteration 65Q: 3 clusters Score -2402933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2402933.250000 Penalty: 4869.558105
	Iteration 66Q: 3 clusters Score -2402933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2402939.000000 Penalty: 4869.558105
	Iteration 67Q: 3 clusters Score -2402939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2402940.750000 Penalty: 4869.558105
	Iteration 68Q: 3 clusters Score -2402941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2402943.250000 Penalty: 4869.558105
	Iteration 69Q: 3 clusters Score -2402943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2402951.250000 Penalty: 4869.558105
	Iteration 70Q: 3 clusters Score -2402951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2402952.250000 Penalty: 4869.558105
	Iteration 71Q: 3 clusters Score -2402952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2402951.000000 Penalty: 4869.558105
	Iteration 72Q: 3 clusters Score -2402951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2402953.750000 Penalty: 4869.558105
	Iteration 73Q: 3 clusters Score -2402954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2402955.000000 Penalty: 4869.558105
	Iteration 74Q: 3 clusters Score -2402955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2402953.500000 Penalty: 4869.558105
	Iteration 75Q: 3 clusters Score -2402954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2402952.000000 Penalty: 4869.558105
	Iteration 76Q: 3 clusters Score -2402952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2402954.750000 Penalty: 4869.558105
	Iteration 77Q: 3 clusters Score -2402955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2402954.500000 Penalty: 4869.558105
	Iteration 78Q: 3 clusters Score -2402954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2402954.500000 Penalty: 4869.558105
	Iteration 79F: 3 clusters Score -2402954 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 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 283 members 
Entering Unmasked Estep 
Score: -56550.515625 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56550.52 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57091.906250 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -57091.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57520.707031 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57520.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57804.699219 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -57804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57914.335938 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -57914.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58110.859375 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -58110.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58222.015625 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -58222.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58274.078125 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -58274.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58343.578125 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -58343.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58380.308594 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -58380.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58383.433594 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -58383.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58385.605469 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -58385.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58391.671875 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -58391.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58407.414062 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -58407.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58432.722656 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -58432.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58432.722656 Penalty: 3140.425049
	Iteration 15F: 3 clusters Score -58432.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 171839 members 
Mstep: Class 5 contains 24322 members 
Mstep: Class 6 contains 147237 members 
Mstep: Class 7 contains 132425 members 
Mstep: Class 8 contains 13258 members 
Mstep: Class 9 contains 176379 members 
Mstep: Class 10 contains 41560 members 
Mstep: Class 11 contains 18355 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70476 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31335 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 193 members 
Entering Unmasked Estep 
Score: -126426400.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126427672.000000 to -126426400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -489107.968750 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -489108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -485427.375000 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -485427.4 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -486200.531250 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -486200.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -486376.187500 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -486376.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -486475.656250 Penalty: 4068.295410
	Iteration 3Q: 3 clusters Score -486475.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -486545.093750 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -486545.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -486586.375000 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -486586.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -486619.906250 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -486619.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -486639.312500 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -486639.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -486652.656250 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -486652.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -486663.812500 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -486663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -486672.750000 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -486672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -486677.437500 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -486677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -486680.375000 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -486680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -486682.875000 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -486682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -486685.156250 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -486685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -486687.531250 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -486687.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -486691.125000 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -486691.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -486694.187500 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -486694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -486697.406250 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -486697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -486700.343750 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -486700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -486702.156250 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -486702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -486705.875000 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -486705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -486707.156250 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -486707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -486710.656250 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -486710.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -486714.750000 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -486714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -486718.906250 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -486718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -486720.562500 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -486720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -486721.687500 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -486721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -486723.000000 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -486723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -486723.031250 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -486723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -486725.812500 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -486725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -486727.093750 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -486727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -486727.906250 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -486727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -486728.187500 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -486728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -486729.218750 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -486729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -486729.968750 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -486730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -486729.968750 Penalty: 4068.295410
	Iteration 36F: 3 clusters Score -486730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Entering Unmasked Estep 
Score: -6716580.000000 Penalty: 2679.476074
	Iteration 0F: 2 clusters Score -6716580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6683399.000000 Penalty: 5358.952148
	Iteration 0F: 3 clusters Score -6683399 nChanged 22648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -6695825.000000 Penalty: 5358.952148
	Iteration 1F: 3 clusters Score -6695825 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6696202.500000 Penalty: 5358.952148
	Iteration 2Q: 3 clusters Score -6696202 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -6696564.000000 Penalty: 5358.952148
	Iteration 3Q: 3 clusters Score -6696564 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6696945.500000 Penalty: 5358.952148
	Iteration 4Q: 3 clusters Score -6696946 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -6697246.500000 Penalty: 5358.952148
	Iteration 5Q: 3 clusters Score -6697246 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -6697553.500000 Penalty: 5358.952148
	Iteration 6Q: 3 clusters Score -6697554 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -6697996.000000 Penalty: 5358.952148
	Iteration 7Q: 3 clusters Score -6697996 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6698605.500000 Penalty: 5358.952148
	Iteration 8Q: 3 clusters Score -6698606 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -6699495.500000 Penalty: 5358.952148
	Iteration 9Q: 3 clusters Score -6699496 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -6700920.500000 Penalty: 5358.952148
	Iteration 10F: 3 clusters Score -6700920 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -6703110.500000 Penalty: 5358.952148
	Iteration 11F: 3 clusters Score -6703110 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -6705999.500000 Penalty: 5358.952148
	Iteration 12F: 3 clusters Score -6706000 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -6708881.000000 Penalty: 5358.952148
	Iteration 13F: 3 clusters Score -6708881 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -6711085.000000 Penalty: 5358.952148
	Iteration 14Q: 3 clusters Score -6711085 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6712524.500000 Penalty: 5358.952148
	Iteration 15Q: 3 clusters Score -6712524 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -6713353.500000 Penalty: 5358.952148
	Iteration 16Q: 3 clusters Score -6713354 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -6713821.500000 Penalty: 5358.952148
	Iteration 17Q: 3 clusters Score -6713822 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6714051.500000 Penalty: 5358.952148
	Iteration 18Q: 3 clusters Score -6714052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6714180.500000 Penalty: 5358.952148
	Iteration 19Q: 3 clusters Score -6714180 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -6714249.500000 Penalty: 5358.952148
	Iteration 20F: 3 clusters Score -6714250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -6714302.000000 Penalty: 5358.952148
	Iteration 21Q: 3 clusters Score -6714302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6714339.500000 Penalty: 5358.952148
	Iteration 22Q: 3 clusters Score -6714340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6714366.000000 Penalty: 5358.952148
	Iteration 23Q: 3 clusters Score -6714366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6714404.500000 Penalty: 5358.952148
	Iteration 24Q: 3 clusters Score -6714404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6714430.000000 Penalty: 5358.952148
	Iteration 25Q: 3 clusters Score -6714430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -6714442.500000 Penalty: 5358.952148
	Iteration 26Q: 3 clusters Score -6714442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6714465.000000 Penalty: 5358.952148
	Iteration 27Q: 3 clusters Score -6714465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -6714475.000000 Penalty: 5358.952148
	Iteration 28Q: 3 clusters Score -6714475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6714488.000000 Penalty: 5358.952148
	Iteration 29Q: 3 clusters Score -6714488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -6714501.500000 Penalty: 5358.952148
	Iteration 30Q: 3 clusters Score -6714502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -6714509.500000 Penalty: 5358.952148
	Iteration 31Q: 3 clusters Score -6714510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -6714528.000000 Penalty: 5358.952148
	Iteration 32Q: 3 clusters Score -6714528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -6714536.500000 Penalty: 5358.952148
	Iteration 33Q: 3 clusters Score -6714536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -6714530.000000 Penalty: 5358.952148
	Iteration 34Q: 3 clusters Score -6714530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -6714538.500000 Penalty: 5358.952148
	Iteration 35Q: 3 clusters Score -6714538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -6714540.000000 Penalty: 5358.952148
	Iteration 36Q: 3 clusters Score -6714540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6714547.000000 Penalty: 5358.952148
	Iteration 37Q: 3 clusters Score -6714547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6714545.500000 Penalty: 5358.952148
	Iteration 38Q: 3 clusters Score -6714546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6714545.500000 Penalty: 5358.952148
	Iteration 39Q: 3 clusters Score -6714546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -6714538.000000 Penalty: 5358.952148
	Iteration 40F: 3 clusters Score -6714538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -6714536.500000 Penalty: 5358.952148
	Iteration 41Q: 3 clusters Score -6714536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -6714535.500000 Penalty: 5358.952148
	Iteration 42Q: 3 clusters Score -6714536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6714533.000000 Penalty: 5358.952148
	Iteration 43Q: 3 clusters Score -6714533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6714541.000000 Penalty: 5358.952148
	Iteration 44Q: 3 clusters Score -6714541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -6714537.500000 Penalty: 5358.952148
	Iteration 45Q: 3 clusters Score -6714538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -6714533.000000 Penalty: 5358.952148
	Iteration 46Q: 3 clusters Score -6714533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -6714551.000000 Penalty: 5358.952148
	Iteration 47Q: 3 clusters Score -6714551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6714555.000000 Penalty: 5358.952148
	Iteration 48Q: 3 clusters Score -6714555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6714561.500000 Penalty: 5358.952148
	Iteration 49Q: 3 clusters Score -6714562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6714564.000000 Penalty: 5358.952148
	Iteration 50Q: 3 clusters Score -6714564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -6714554.500000 Penalty: 5358.952148
	Iteration 51Q: 3 clusters Score -6714554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6714554.000000 Penalty: 5358.952148
	Iteration 52Q: 3 clusters Score -6714554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6714554.500000 Penalty: 5358.952148
	Iteration 53Q: 3 clusters Score -6714554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6714554.500000 Penalty: 5358.952148
	Iteration 54F: 3 clusters Score -6714554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68491.203125 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68491.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68960.312500 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68960.31 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -69207.507812 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69207.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69364.546875 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -69364.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69470.382812 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -69470.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -69538.210938 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69538.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -69598.750000 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69598.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -69659.164062 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69659.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -69739.125000 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69739.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -69762.218750 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69762.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -69785.953125 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69785.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -69798.171875 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -69798.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69805.257812 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -69805.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -69813.031250 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -69813.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -69813.031250 Penalty: 3168.726318
	Iteration 14F: 3 clusters Score -69813.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -924123.500000 Penalty: 2188.155029
	Iteration 0F: 2 clusters Score -924123.5 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 3449 members 
Entering Unmasked Estep 
Score: -918431.500000 Penalty: 4376.310059
	Iteration 0F: 3 clusters Score -918431.5 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -919871.500000 Penalty: 4376.310059
	Iteration 1F: 3 clusters Score -919871.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -920115.187500 Penalty: 4376.310059
	Iteration 2F: 3 clusters Score -920115.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -920265.875000 Penalty: 4376.310059
	Iteration 3Q: 3 clusters Score -920265.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -920369.875000 Penalty: 4376.310059
	Iteration 4Q: 3 clusters Score -920369.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -920433.062500 Penalty: 4376.310059
	Iteration 5Q: 3 clusters Score -920433.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -920495.062500 Penalty: 4376.310059
	Iteration 6Q: 3 clusters Score -920495.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -920554.062500 Penalty: 4376.310059
	Iteration 7Q: 3 clusters Score -920554.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -920601.875000 Penalty: 4376.310059
	Iteration 8Q: 3 clusters Score -920601.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -920654.375000 Penalty: 4376.310059
	Iteration 9Q: 3 clusters Score -920654.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -920696.000000 Penalty: 4376.310059
	Iteration 10Q: 3 clusters Score -920696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -920738.562500 Penalty: 4376.310059
	Iteration 11Q: 3 clusters Score -920738.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -920776.625000 Penalty: 4376.310059
	Iteration 12Q: 3 clusters Score -920776.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -920816.437500 Penalty: 4376.310059
	Iteration 13Q: 3 clusters Score -920816.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -920861.750000 Penalty: 4376.310059
	Iteration 14Q: 3 clusters Score -920861.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -920918.500000 Penalty: 4376.310059
	Iteration 15Q: 3 clusters Score -920918.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -920980.875000 Penalty: 4376.310059
	Iteration 16Q: 3 clusters Score -920980.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -921053.750000 Penalty: 4376.310059
	Iteration 17Q: 3 clusters Score -921053.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -921127.500000 Penalty: 4376.310059
	Iteration 18Q: 3 clusters Score -921127.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -921214.937500 Penalty: 4376.310059
	Iteration 19Q: 3 clusters Score -921214.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -921323.875000 Penalty: 4376.310059
	Iteration 20F: 3 clusters Score -921323.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -921429.250000 Penalty: 4376.310059
	Iteration 21Q: 3 clusters Score -921429.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -921509.437500 Penalty: 4376.310059
	Iteration 22Q: 3 clusters Score -921509.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -921576.875000 Penalty: 4376.310059
	Iteration 23Q: 3 clusters Score -921576.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -921632.000000 Penalty: 4376.310059
	Iteration 24Q: 3 clusters Score -921632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -921686.750000 Penalty: 4376.310059
	Iteration 25Q: 3 clusters Score -921686.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -921750.937500 Penalty: 4376.310059
	Iteration 26Q: 3 clusters Score -921750.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -921801.687500 Penalty: 4376.310059
	Iteration 27Q: 3 clusters Score -921801.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -921846.125000 Penalty: 4376.310059
	Iteration 28Q: 3 clusters Score -921846.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -921886.125000 Penalty: 4376.310059
	Iteration 29Q: 3 clusters Score -921886.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -921920.187500 Penalty: 4376.310059
	Iteration 30Q: 3 clusters Score -921920.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -921942.250000 Penalty: 4376.310059
	Iteration 31Q: 3 clusters Score -921942.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -921959.875000 Penalty: 4376.310059
	Iteration 32Q: 3 clusters Score -921959.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -921978.250000 Penalty: 4376.310059
	Iteration 33Q: 3 clusters Score -921978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -921986.125000 Penalty: 4376.310059
	Iteration 34Q: 3 clusters Score -921986.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -921994.375000 Penalty: 4376.310059
	Iteration 35Q: 3 clusters Score -921994.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -922003.375000 Penalty: 4376.310059
	Iteration 36Q: 3 clusters Score -922003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -922006.625000 Penalty: 4376.310059
	Iteration 37Q: 3 clusters Score -922006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -922009.500000 Penalty: 4376.310059
	Iteration 38Q: 3 clusters Score -922009.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -922014.562500 Penalty: 4376.310059
	Iteration 39Q: 3 clusters Score -922014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -922015.875000 Penalty: 4376.310059
	Iteration 40F: 3 clusters Score -922015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -922019.500000 Penalty: 4376.310059
	Iteration 41Q: 3 clusters Score -922019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -922021.437500 Penalty: 4376.310059
	Iteration 42Q: 3 clusters Score -922021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -922022.687500 Penalty: 4376.310059
	Iteration 43Q: 3 clusters Score -922022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -922022.562500 Penalty: 4376.310059
	Iteration 44Q: 3 clusters Score -922022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -922025.437500 Penalty: 4376.310059
	Iteration 45Q: 3 clusters Score -922025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -922024.375000 Penalty: 4376.310059
	Iteration 46Q: 3 clusters Score -922024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -922026.437500 Penalty: 4376.310059
	Iteration 47Q: 3 clusters Score -922026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -922025.562500 Penalty: 4376.310059
	Iteration 48Q: 3 clusters Score -922025.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -922025.562500 Penalty: 4376.310059
	Iteration 49F: 3 clusters Score -922025.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -915333.750000 Penalty: 2199.750244
	Iteration 0F: 2 clusters Score -915333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -909485.687500 Penalty: 4399.500488
	Iteration 0F: 3 clusters Score -909485.7 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -911300.125000 Penalty: 4399.500488
	Iteration 1F: 3 clusters Score -911300.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -911926.562500 Penalty: 4399.500488
	Iteration 2F: 3 clusters Score -911926.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -912463.312500 Penalty: 4399.500488
	Iteration 3F: 3 clusters Score -912463.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -912959.000000 Penalty: 4399.500488
	Iteration 4F: 3 clusters Score -912959 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -913311.812500 Penalty: 4399.500488
	Iteration 5F: 3 clusters Score -913311.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -913568.750000 Penalty: 4399.500488
	Iteration 6Q: 3 clusters Score -913568.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -913758.750000 Penalty: 4399.500488
	Iteration 7Q: 3 clusters Score -913758.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -913877.562500 Penalty: 4399.500488
	Iteration 8Q: 3 clusters Score -913877.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -913958.250000 Penalty: 4399.500488
	Iteration 9Q: 3 clusters Score -913958.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -914009.437500 Penalty: 4399.500488
	Iteration 10Q: 3 clusters Score -914009.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -914048.250000 Penalty: 4399.500488
	Iteration 11Q: 3 clusters Score -914048.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -914071.437500 Penalty: 4399.500488
	Iteration 12Q: 3 clusters Score -914071.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -914086.062500 Penalty: 4399.500488
	Iteration 13Q: 3 clusters Score -914086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -914096.312500 Penalty: 4399.500488
	Iteration 14Q: 3 clusters Score -914096.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -914109.812500 Penalty: 4399.500488
	Iteration 15Q: 3 clusters Score -914109.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -914121.312500 Penalty: 4399.500488
	Iteration 16Q: 3 clusters Score -914121.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -914126.625000 Penalty: 4399.500488
	Iteration 17Q: 3 clusters Score -914126.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -914136.375000 Penalty: 4399.500488
	Iteration 18Q: 3 clusters Score -914136.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -914151.125000 Penalty: 4399.500488
	Iteration 19Q: 3 clusters Score -914151.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -914158.187500 Penalty: 4399.500488
	Iteration 20F: 3 clusters Score -914158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -914162.937500 Penalty: 4399.500488
	Iteration 21Q: 3 clusters Score -914162.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -914168.125000 Penalty: 4399.500488
	Iteration 22Q: 3 clusters Score -914168.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -914179.750000 Penalty: 4399.500488
	Iteration 23Q: 3 clusters Score -914179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -914189.000000 Penalty: 4399.500488
	Iteration 24Q: 3 clusters Score -914189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -914193.187500 Penalty: 4399.500488
	Iteration 25Q: 3 clusters Score -914193.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -914199.375000 Penalty: 4399.500488
	Iteration 26Q: 3 clusters Score -914199.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -914206.625000 Penalty: 4399.500488
	Iteration 27Q: 3 clusters Score -914206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -914211.375000 Penalty: 4399.500488
	Iteration 28Q: 3 clusters Score -914211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -914217.000000 Penalty: 4399.500488
	Iteration 29Q: 3 clusters Score -914217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -914220.750000 Penalty: 4399.500488
	Iteration 30Q: 3 clusters Score -914220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -914227.312500 Penalty: 4399.500488
	Iteration 31Q: 3 clusters Score -914227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -914228.062500 Penalty: 4399.500488
	Iteration 32Q: 3 clusters Score -914228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -914229.125000 Penalty: 4399.500488
	Iteration 33Q: 3 clusters Score -914229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -914228.625000 Penalty: 4399.500488
	Iteration 34Q: 3 clusters Score -914228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -914229.437500 Penalty: 4399.500488
	Iteration 35Q: 3 clusters Score -914229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -914229.500000 Penalty: 4399.500488
	Iteration 36Q: 3 clusters Score -914229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -914231.187500 Penalty: 4399.500488
	Iteration 37Q: 3 clusters Score -914231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -914230.687500 Penalty: 4399.500488
	Iteration 38Q: 3 clusters Score -914230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -914232.562500 Penalty: 4399.500488
	Iteration 39Q: 3 clusters Score -914232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -914234.000000 Penalty: 4399.500488
	Iteration 40F: 3 clusters Score -914234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -914234.187500 Penalty: 4399.500488
	Iteration 41Q: 3 clusters Score -914234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -914236.937500 Penalty: 4399.500488
	Iteration 42Q: 3 clusters Score -914236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -914237.500000 Penalty: 4399.500488
	Iteration 43Q: 3 clusters Score -914237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -914238.250000 Penalty: 4399.500488
	Iteration 44Q: 3 clusters Score -914238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -914241.000000 Penalty: 4399.500488
	Iteration 45Q: 3 clusters Score -914241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -914242.937500 Penalty: 4399.500488
	Iteration 46Q: 3 clusters Score -914242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -914242.312500 Penalty: 4399.500488
	Iteration 47Q: 3 clusters Score -914242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -914242.437500 Penalty: 4399.500488
	Iteration 48Q: 3 clusters Score -914242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -914242.437500 Penalty: 4399.500488
	Iteration 49F: 3 clusters Score -914242.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -63800.167969 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -63800.17 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 247 members 
Entering Unmasked Estep 
Score: -62273.878906 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -62273.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62448.980469 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -62448.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62499.929688 Penalty: 3091.294189
	Iteration 2Q: 3 clusters Score -62499.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62520.316406 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -62520.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62525.992188 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -62525.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62528.488281 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -62528.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62528.488281 Penalty: 3091.294189
	Iteration 6F: 3 clusters Score -62528.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Entering Unmasked Estep 
Score: -9289738.000000 Penalty: 2768.430908
	Iteration 0F: 2 clusters Score -9289738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -9242542.000000 Penalty: 5536.861816
	Iteration 0F: 3 clusters Score -9242542 nChanged 32945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -9260981.000000 Penalty: 5536.861816
	Iteration 1F: 3 clusters Score -9260981 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -9261741.000000 Penalty: 5536.861816
	Iteration 2Q: 3 clusters Score -9261741 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -9262605.000000 Penalty: 5536.861816
	Iteration 3Q: 3 clusters Score -9262605 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9263942.000000 Penalty: 5536.861816
	Iteration 4Q: 3 clusters Score -9263942 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -9266087.000000 Penalty: 5536.861816
	Iteration 5F: 3 clusters Score -9266087 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -9269381.000000 Penalty: 5536.861816
	Iteration 6F: 3 clusters Score -9269381 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -9274046.000000 Penalty: 5536.861816
	Iteration 7F: 3 clusters Score -9274046 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -9279149.000000 Penalty: 5536.861816
	Iteration 8F: 3 clusters Score -9279149 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -9283377.000000 Penalty: 5536.861816
	Iteration 9F: 3 clusters Score -9283377 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -9285871.000000 Penalty: 5536.861816
	Iteration 10Q: 3 clusters Score -9285871 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -9286916.000000 Penalty: 5536.861816
	Iteration 11Q: 3 clusters Score -9286916 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -9287251.000000 Penalty: 5536.861816
	Iteration 12Q: 3 clusters Score -9287251 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -9287350.000000 Penalty: 5536.861816
	Iteration 13Q: 3 clusters Score -9287350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -9287445.000000 Penalty: 5536.861816
	Iteration 14Q: 3 clusters Score -9287445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -9287482.000000 Penalty: 5536.861816
	Iteration 15Q: 3 clusters Score -9287482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -9287513.000000 Penalty: 5536.861816
	Iteration 16Q: 3 clusters Score -9287513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -9287531.000000 Penalty: 5536.861816
	Iteration 17Q: 3 clusters Score -9287531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9287547.000000 Penalty: 5536.861816
	Iteration 18Q: 3 clusters Score -9287547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9287558.000000 Penalty: 5536.861816
	Iteration 19Q: 3 clusters Score -9287558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -9287556.000000 Penalty: 5536.861816
	Iteration 20F: 3 clusters Score -9287556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -9287562.000000 Penalty: 5536.861816
	Iteration 21Q: 3 clusters Score -9287562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -9287561.000000 Penalty: 5536.861816
	Iteration 22Q: 3 clusters Score -9287561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -9287564.000000 Penalty: 5536.861816
	Iteration 23Q: 3 clusters Score -9287564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -9287568.000000 Penalty: 5536.861816
	Iteration 24Q: 3 clusters Score -9287568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -9287566.000000 Penalty: 5536.861816
	Iteration 25Q: 3 clusters Score -9287566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -9287575.000000 Penalty: 5536.861816
	Iteration 26Q: 3 clusters Score -9287575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -9287581.000000 Penalty: 5536.861816
	Iteration 27Q: 3 clusters Score -9287581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -9287578.000000 Penalty: 5536.861816
	Iteration 28Q: 3 clusters Score -9287578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -9287576.000000 Penalty: 5536.861816
	Iteration 29Q: 3 clusters Score -9287576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -9287576.000000 Penalty: 5536.861816
	Iteration 30F: 3 clusters Score -9287576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 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 309 members 
Entering Unmasked Estep 
Score: -71097.054688 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71097.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71426.078125 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71426.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71557.828125 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71557.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71636.562500 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -71636.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71674.632812 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -71674.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71710.835938 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71710.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71761.171875 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71761.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71815.390625 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -71815.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71856.179688 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -71856.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71887.500000 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -71887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71906.515625 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -71906.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71932.617188 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -71932.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71988.468750 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -71988.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72021.171875 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -72021.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72031.554688 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -72031.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72039.125000 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -72039.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72045.117188 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -72045.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72050.671875 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -72050.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72060.453125 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -72060.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72063.570312 Penalty: 3185.124756
	Iteration 19Q: 3 clusters Score -72063.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72063.570312 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -72063.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Entering Unmasked Estep 
Score: -4071024.500000 Penalty: 2567.417969
	Iteration 0F: 2 clusters Score -4071024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4049650.750000 Penalty: 5134.835938
	Iteration 0F: 3 clusters Score -4049651 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4057523.250000 Penalty: 5134.835938
	Iteration 1F: 3 clusters Score -4057523 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4058201.250000 Penalty: 5134.835938
	Iteration 2F: 3 clusters Score -4058201 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4058961.500000 Penalty: 5134.835938
	Iteration 3F: 3 clusters Score -4058962 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4059806.750000 Penalty: 5134.835938
	Iteration 4F: 3 clusters Score -4059807 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4060718.000000 Penalty: 5134.835938
	Iteration 5F: 3 clusters Score -4060718 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4061663.750000 Penalty: 5134.835938
	Iteration 6F: 3 clusters Score -4061664 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -4062713.250000 Penalty: 5134.835938
	Iteration 7F: 3 clusters Score -4062713 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4063833.000000 Penalty: 5134.835938
	Iteration 8F: 3 clusters Score -4063833 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4065052.000000 Penalty: 5134.835938
	Iteration 9F: 3 clusters Score -4065052 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -4066323.500000 Penalty: 5134.835938
	Iteration 10Q: 3 clusters Score -4066324 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -4067398.750000 Penalty: 5134.835938
	Iteration 11Q: 3 clusters Score -4067399 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4068211.500000 Penalty: 5134.835938
	Iteration 12Q: 3 clusters Score -4068212 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4068694.500000 Penalty: 5134.835938
	Iteration 13Q: 3 clusters Score -4068694 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -4068959.500000 Penalty: 5134.835938
	Iteration 14Q: 3 clusters Score -4068960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4069103.750000 Penalty: 5134.835938
	Iteration 15Q: 3 clusters Score -4069104 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4069192.500000 Penalty: 5134.835938
	Iteration 16Q: 3 clusters Score -4069192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4069248.250000 Penalty: 5134.835938
	Iteration 17Q: 3 clusters Score -4069248 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4069291.250000 Penalty: 5134.835938
	Iteration 18Q: 3 clusters Score -4069291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4069347.500000 Penalty: 5134.835938
	Iteration 19Q: 3 clusters Score -4069348 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4069379.000000 Penalty: 5134.835938
	Iteration 20F: 3 clusters Score -4069379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4069398.000000 Penalty: 5134.835938
	Iteration 21Q: 3 clusters Score -4069398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4069422.500000 Penalty: 5134.835938
	Iteration 22Q: 3 clusters Score -4069422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4069437.250000 Penalty: 5134.835938
	Iteration 23Q: 3 clusters Score -4069437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4069445.750000 Penalty: 5134.835938
	Iteration 24Q: 3 clusters Score -4069446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4069456.250000 Penalty: 5134.835938
	Iteration 25Q: 3 clusters Score -4069456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4069458.750000 Penalty: 5134.835938
	Iteration 26Q: 3 clusters Score -4069459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4069466.500000 Penalty: 5134.835938
	Iteration 27Q: 3 clusters Score -4069466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4069472.250000 Penalty: 5134.835938
	Iteration 28Q: 3 clusters Score -4069472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4069479.500000 Penalty: 5134.835938
	Iteration 29Q: 3 clusters Score -4069480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4069490.000000 Penalty: 5134.835938
	Iteration 30Q: 3 clusters Score -4069490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4069502.750000 Penalty: 5134.835938
	Iteration 31Q: 3 clusters Score -4069503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4069510.500000 Penalty: 5134.835938
	Iteration 32Q: 3 clusters Score -4069510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4069508.000000 Penalty: 5134.835938
	Iteration 33Q: 3 clusters Score -4069508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4069511.250000 Penalty: 5134.835938
	Iteration 34Q: 3 clusters Score -4069511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -4069521.750000 Penalty: 5134.835938
	Iteration 35Q: 3 clusters Score -4069522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4069527.500000 Penalty: 5134.835938
	Iteration 36Q: 3 clusters Score -4069528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4069530.000000 Penalty: 5134.835938
	Iteration 37Q: 3 clusters Score -4069530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4069531.750000 Penalty: 5134.835938
	Iteration 38Q: 3 clusters Score -4069532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4069534.250000 Penalty: 5134.835938
	Iteration 39Q: 3 clusters Score -4069534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4069532.500000 Penalty: 5134.835938
	Iteration 40F: 3 clusters Score -4069532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4069532.750000 Penalty: 5134.835938
	Iteration 41Q: 3 clusters Score -4069533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4069536.000000 Penalty: 5134.835938
	Iteration 42Q: 3 clusters Score -4069536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4069536.000000 Penalty: 5134.835938
	Iteration 43F: 3 clusters Score -4069536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 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 340 members 
Entering Unmasked Estep 
Score: -72221.390625 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72221.39 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72661.992188 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72661.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72944.289062 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -72944.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73123.429688 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -73123.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73299.539062 Penalty: 3209.516602
	Iteration 4F: 3 clusters Score -73299.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73486.421875 Penalty: 3209.516602
	Iteration 5F: 3 clusters Score -73486.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73794.968750 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73794.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74050.460938 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -74050.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -74139.554688 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -74139.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74180.695312 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -74180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74191.289062 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -74191.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -74201.937500 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -74201.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -74207.179688 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -74207.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -74224.765625 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -74224.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -74251.718750 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -74251.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74286.546875 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -74286.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -74296.234375 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -74296.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -74296.234375 Penalty: 3209.516602
	Iteration 17F: 3 clusters Score -74296.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 171839 members 
Mstep: Class 5 contains 24322 members 
Mstep: Class 6 contains 147237 members 
Mstep: Class 7 contains 132425 members 
Mstep: Class 8 contains 13258 members 
Mstep: Class 9 contains 176379 members 
Mstep: Class 10 contains 41560 members 
Mstep: Class 11 contains 18355 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70476 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31335 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 168 members 
Entering Unmasked Estep 
Score: -126426288.000000 Penalty: 92212.148438
Splitting cluster 22 changes total score from -126427672.000000 to -126426288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 104 members 
Entering Unmasked Estep 
Score: -19585.876953 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19585.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19694.949219 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19694.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19734.625000 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19734.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19758.117188 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19758.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19777.257812 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19777.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19792.234375 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19792.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19811.904297 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -19811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19817.816406 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -19817.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19817.816406 Penalty: 2630.439209
	Iteration 8F: 3 clusters Score -19817.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -77403.179688 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -77403.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75813.289062 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -75813.29 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76078.984375 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -76078.98 nChanged 59
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: -76195.101562 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -76195.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76242.757812 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -76242.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76277.992188 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -76277.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76297.179688 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -76297.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76310.601562 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -76310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76325.492188 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -76325.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76358.773438 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -76358.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76368.289062 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -76368.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76369.648438 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -76369.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -76371.101562 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -76371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76372.617188 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -76372.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76372.617188 Penalty: 3290.778320
	Iteration 13F: 3 clusters Score -76372.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -216912.906250 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -216912.9 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 890 members 
Entering Unmasked Estep 
Score: -214450.859375 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -214450.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -214901.968750 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -214902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215041.359375 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -215041.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -215170.906250 Penalty: 3695.815674
	Iteration 3F: 3 clusters Score -215170.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -215327.484375 Penalty: 3695.815674
	Iteration 4F: 3 clusters Score -215327.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215425.593750 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -215425.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215527.968750 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -215528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215621.093750 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -215621.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -215687.125000 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -215687.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215751.468750 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -215751.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215811.593750 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -215811.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -215863.859375 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -215863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -215899.109375 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -215899.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -215934.671875 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -215934.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -215957.703125 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -215957.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215969.359375 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -215969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -215977.125000 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -215977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -215991.968750 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -215992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -216001.031250 Penalty: 3695.815674
	Iteration 18Q: 3 clusters Score -216001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -216008.093750 Penalty: 3695.815674
	Iteration 19Q: 3 clusters Score -216008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -216011.562500 Penalty: 3695.815674
	Iteration 20F: 3 clusters Score -216011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -216012.890625 Penalty: 3695.815674
	Iteration 21Q: 3 clusters Score -216012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -216012.890625 Penalty: 3695.815674
	Iteration 22F: 3 clusters Score -216012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 114 members 
Entering Unmasked Estep 
Score: -19164.259766 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19164.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19244.636719 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19244.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19329.921875 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19329.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19370.640625 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19370.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19370.640625 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19370.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 171839 members 
Mstep: Class 5 contains 24322 members 
Mstep: Class 6 contains 147237 members 
Mstep: Class 7 contains 132425 members 
Mstep: Class 8 contains 13258 members 
Mstep: Class 9 contains 176379 members 
Mstep: Class 10 contains 41560 members 
Mstep: Class 11 contains 18355 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70476 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31335 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427712.000000 Penalty: 88796.882812
Iteration 239Q: 27 clusters Score -1.264277e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 171829 members 
Mstep: Class 5 contains 24326 members 
Mstep: Class 6 contains 147259 members 
Mstep: Class 7 contains 132414 members 
Mstep: Class 8 contains 13259 members 
Mstep: Class 9 contains 176361 members 
Mstep: Class 10 contains 41597 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49233 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70454 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31337 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1722 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427696.000000 Penalty: 88796.882812
Iteration 240F: 27 clusters Score -1.264277e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 171833 members 
Mstep: Class 5 contains 24329 members 
Mstep: Class 6 contains 147279 members 
Mstep: Class 7 contains 132403 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 176316 members 
Mstep: Class 10 contains 41647 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 49235 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70432 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31336 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427768.000000 Penalty: 88796.882812
Iteration 241Q: 27 clusters Score -1.264278e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 171834 members 
Mstep: Class 5 contains 24334 members 
Mstep: Class 6 contains 147290 members 
Mstep: Class 7 contains 132386 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 176282 members 
Mstep: Class 10 contains 41703 members 
Mstep: Class 11 contains 18349 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 49233 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70416 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31338 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427704.000000 Penalty: 88796.882812
Iteration 242Q: 27 clusters Score -1.264277e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 171837 members 
Mstep: Class 5 contains 24338 members 
Mstep: Class 6 contains 147297 members 
Mstep: Class 7 contains 132366 members 
Mstep: Class 8 contains 13262 members 
Mstep: Class 9 contains 176255 members 
Mstep: Class 10 contains 41761 members 
Mstep: Class 11 contains 18345 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31336 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427720.000000 Penalty: 88796.882812
Iteration 243Q: 27 clusters Score -1.264277e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 171837 members 
Mstep: Class 5 contains 24345 members 
Mstep: Class 6 contains 147305 members 
Mstep: Class 7 contains 132347 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 176228 members 
Mstep: Class 10 contains 41804 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49221 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70400 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31332 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427688.000000 Penalty: 88796.882812
Iteration 244Q: 27 clusters Score -1.264277e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 171823 members 
Mstep: Class 5 contains 24353 members 
Mstep: Class 6 contains 147313 members 
Mstep: Class 7 contains 132346 members 
Mstep: Class 8 contains 13260 members 
Mstep: Class 9 contains 176194 members 
Mstep: Class 10 contains 41852 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70394 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31332 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427736.000000 Penalty: 88796.882812
Iteration 245Q: 27 clusters Score -1.264277e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 171811 members 
Mstep: Class 5 contains 24363 members 
Mstep: Class 6 contains 147329 members 
Mstep: Class 7 contains 132334 members 
Mstep: Class 8 contains 13260 members 
Mstep: Class 9 contains 176148 members 
Mstep: Class 10 contains 41906 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49219 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70384 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31330 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427712.000000 Penalty: 88796.882812
Iteration 246Q: 27 clusters Score -1.264277e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 171769 members 
Mstep: Class 5 contains 24366 members 
Mstep: Class 6 contains 147340 members 
Mstep: Class 7 contains 132348 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 176108 members 
Mstep: Class 10 contains 41961 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70372 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31329 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 766 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427640.000000 Penalty: 88796.882812
Iteration 247Q: 27 clusters Score -1.264276e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 171751 members 
Mstep: Class 5 contains 24365 members 
Mstep: Class 6 contains 147367 members 
Mstep: Class 7 contains 132340 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 176059 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6878 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70363 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31321 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427720.000000 Penalty: 88796.882812
Iteration 248Q: 27 clusters Score -1.264277e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 8795 members 
Mstep: Class 4 contains 171726 members 
Mstep: Class 5 contains 24369 members 
Mstep: Class 6 contains 147417 members 
Mstep: Class 7 contains 132317 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 175983 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 70366 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31322 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 769 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427712.000000 Penalty: 88796.882812
Iteration 249Q: 27 clusters Score -1.264277e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 171692 members 
Mstep: Class 5 contains 24377 members 
Mstep: Class 6 contains 147443 members 
Mstep: Class 7 contains 132288 members 
Mstep: Class 8 contains 13262 members 
Mstep: Class 9 contains 175919 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70382 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31323 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1721 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427808.000000 Penalty: 88796.882812
Iteration 250Q: 27 clusters Score -1.264278e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 171699 members 
Mstep: Class 5 contains 24385 members 
Mstep: Class 6 contains 147457 members 
Mstep: Class 7 contains 132275 members 
Mstep: Class 8 contains 13264 members 
Mstep: Class 9 contains 175841 members 
Mstep: Class 10 contains 42159 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70394 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31320 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1723 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427704.000000 Penalty: 88796.882812
Iteration 251Q: 27 clusters Score -1.264277e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 171696 members 
Mstep: Class 5 contains 24393 members 
Mstep: Class 6 contains 147471 members 
Mstep: Class 7 contains 132255 members 
Mstep: Class 8 contains 13267 members 
Mstep: Class 9 contains 175782 members 
Mstep: Class 10 contains 42210 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70397 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31320 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1724 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427720.000000 Penalty: 88796.882812
Iteration 252Q: 27 clusters Score -1.264277e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 171683 members 
Mstep: Class 5 contains 24397 members 
Mstep: Class 6 contains 147462 members 
Mstep: Class 7 contains 132245 members 
Mstep: Class 8 contains 13268 members 
Mstep: Class 9 contains 175733 members 
Mstep: Class 10 contains 42262 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49208 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 6978 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70407 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31315 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427808.000000 Penalty: 88796.882812
Iteration 253Q: 27 clusters Score -1.264278e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 171673 members 
Mstep: Class 5 contains 24405 members 
Mstep: Class 6 contains 147485 members 
Mstep: Class 7 contains 132237 members 
Mstep: Class 8 contains 13269 members 
Mstep: Class 9 contains 175643 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49204 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7004 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70413 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31313 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428024.000000 Penalty: 88796.882812
Iteration 254Q: 27 clusters Score -1.26428e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8806 members 
Mstep: Class 4 contains 171677 members 
Mstep: Class 5 contains 24405 members 
Mstep: Class 6 contains 147491 members 
Mstep: Class 7 contains 132214 members 
Mstep: Class 8 contains 13269 members 
Mstep: Class 9 contains 175589 members 
Mstep: Class 10 contains 42379 members 
Mstep: Class 11 contains 18330 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49207 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70415 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31309 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428080.000000 Penalty: 88796.882812
Iteration 255Q: 27 clusters Score -1.264281e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 171669 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 147469 members 
Mstep: Class 7 contains 132179 members 
Mstep: Class 8 contains 13269 members 
Mstep: Class 9 contains 175582 members 
Mstep: Class 10 contains 42435 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 49211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70415 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31308 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428000.000000 Penalty: 88796.882812
Iteration 256Q: 27 clusters Score -1.26428e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 171671 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 147460 members 
Mstep: Class 7 contains 132169 members 
Mstep: Class 8 contains 13269 members 
Mstep: Class 9 contains 175543 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7059 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70414 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31302 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427944.000000 Penalty: 88796.882812
Iteration 257Q: 27 clusters Score -1.264279e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 171679 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 147442 members 
Mstep: Class 7 contains 132147 members 
Mstep: Class 8 contains 13269 members 
Mstep: Class 9 contains 175533 members 
Mstep: Class 10 contains 42527 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49212 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70418 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31300 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428000.000000 Penalty: 88796.882812
Iteration 258Q: 27 clusters Score -1.26428e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 171667 members 
Mstep: Class 5 contains 24400 members 
Mstep: Class 6 contains 147405 members 
Mstep: Class 7 contains 132132 members 
Mstep: Class 8 contains 13270 members 
Mstep: Class 9 contains 175543 members 
Mstep: Class 10 contains 42579 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7084 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 508 members 
Mstep: Class 19 contains 70422 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31295 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1726 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427936.000000 Penalty: 88796.882812
Iteration 259Q: 27 clusters Score -1.264279e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8822 members 
Mstep: Class 4 contains 171658 members 
Mstep: Class 5 contains 24400 members 
Mstep: Class 6 contains 147373 members 
Mstep: Class 7 contains 132106 members 
Mstep: Class 8 contains 13272 members 
Mstep: Class 9 contains 175543 members 
Mstep: Class 10 contains 42620 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7098 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70431 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31294 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427864.000000 Penalty: 88796.882812
Iteration 260F: 27 clusters Score -1.264279e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8822 members 
Mstep: Class 4 contains 171661 members 
Mstep: Class 5 contains 24400 members 
Mstep: Class 6 contains 147348 members 
Mstep: Class 7 contains 132101 members 
Mstep: Class 8 contains 13272 members 
Mstep: Class 9 contains 175544 members 
Mstep: Class 10 contains 42671 members 
Mstep: Class 11 contains 18313 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49209 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70432 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31292 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428112.000000 Penalty: 88796.882812
Iteration 261Q: 27 clusters Score -1.264281e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 171645 members 
Mstep: Class 5 contains 24395 members 
Mstep: Class 6 contains 147349 members 
Mstep: Class 7 contains 132084 members 
Mstep: Class 8 contains 13274 members 
Mstep: Class 9 contains 175522 members 
Mstep: Class 10 contains 42717 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49216 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70427 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31292 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 262Q: 27 clusters Score -1.264283e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8830 members 
Mstep: Class 4 contains 171643 members 
Mstep: Class 5 contains 24393 members 
Mstep: Class 6 contains 147333 members 
Mstep: Class 7 contains 132068 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 175514 members 
Mstep: Class 10 contains 42760 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49217 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70421 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31287 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428248.000000 Penalty: 88796.882812
Iteration 263Q: 27 clusters Score -1.264282e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 171646 members 
Mstep: Class 5 contains 24398 members 
Mstep: Class 6 contains 147330 members 
Mstep: Class 7 contains 132060 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 175482 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 11 contains 18303 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49219 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70416 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31283 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428160.000000 Penalty: 88796.882812
Iteration 264Q: 27 clusters Score -1.264282e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8834 members 
Mstep: Class 4 contains 171661 members 
Mstep: Class 5 contains 24401 members 
Mstep: Class 6 contains 147312 members 
Mstep: Class 7 contains 132051 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 175449 members 
Mstep: Class 10 contains 42846 members 
Mstep: Class 11 contains 18301 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49219 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31282 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 265Q: 27 clusters Score -1.264283e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 171657 members 
Mstep: Class 5 contains 24404 members 
Mstep: Class 6 contains 147311 members 
Mstep: Class 7 contains 132037 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 175426 members 
Mstep: Class 10 contains 42886 members 
Mstep: Class 11 contains 18296 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49223 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7131 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31280 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 266Q: 27 clusters Score -1.264283e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 171668 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 6 contains 147301 members 
Mstep: Class 7 contains 132034 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 175372 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 18293 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49222 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7145 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31280 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428424.000000 Penalty: 88796.882812
Iteration 267Q: 27 clusters Score -1.264284e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8838 members 
Mstep: Class 4 contains 171666 members 
Mstep: Class 5 contains 24400 members 
Mstep: Class 6 contains 147282 members 
Mstep: Class 7 contains 132006 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 175358 members 
Mstep: Class 10 contains 42982 members 
Mstep: Class 11 contains 18290 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49219 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70445 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31275 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 268Q: 27 clusters Score -1.264283e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 171661 members 
Mstep: Class 5 contains 24402 members 
Mstep: Class 6 contains 147284 members 
Mstep: Class 7 contains 131986 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 175337 members 
Mstep: Class 10 contains 43028 members 
Mstep: Class 11 contains 18286 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49210 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7171 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70448 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31276 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 269Q: 27 clusters Score -1.264283e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 171658 members 
Mstep: Class 5 contains 24404 members 
Mstep: Class 6 contains 147295 members 
Mstep: Class 7 contains 131966 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 175318 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70446 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31277 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 270Q: 27 clusters Score -1.264284e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 171671 members 
Mstep: Class 5 contains 24411 members 
Mstep: Class 6 contains 147297 members 
Mstep: Class 7 contains 131951 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 175258 members 
Mstep: Class 10 contains 43107 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7193 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70445 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31276 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 271Q: 27 clusters Score -1.264283e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 171687 members 
Mstep: Class 5 contains 24415 members 
Mstep: Class 6 contains 147302 members 
Mstep: Class 7 contains 131934 members 
Mstep: Class 8 contains 13278 members 
Mstep: Class 9 contains 175206 members 
Mstep: Class 10 contains 43137 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49216 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7208 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70444 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31276 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 272Q: 27 clusters Score -1.264283e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 171700 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 147265 members 
Mstep: Class 7 contains 131918 members 
Mstep: Class 8 contains 13278 members 
Mstep: Class 9 contains 175185 members 
Mstep: Class 10 contains 43174 members 
Mstep: Class 11 contains 18272 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 49220 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70455 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31277 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428232.000000 Penalty: 88796.882812
Iteration 273Q: 27 clusters Score -1.264282e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 171696 members 
Mstep: Class 5 contains 24415 members 
Mstep: Class 6 contains 147252 members 
Mstep: Class 7 contains 131905 members 
Mstep: Class 8 contains 13278 members 
Mstep: Class 9 contains 175151 members 
Mstep: Class 10 contains 43225 members 
Mstep: Class 11 contains 18262 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 49210 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7239 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70472 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31275 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428176.000000 Penalty: 88796.882812
Iteration 274Q: 27 clusters Score -1.264282e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 171707 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 147246 members 
Mstep: Class 7 contains 131893 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 175097 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49206 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70476 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31272 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428120.000000 Penalty: 88796.882812
Iteration 275Q: 27 clusters Score -1.264281e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 171721 members 
Mstep: Class 5 contains 24416 members 
Mstep: Class 6 contains 147254 members 
Mstep: Class 7 contains 131889 members 
Mstep: Class 8 contains 13280 members 
Mstep: Class 9 contains 175052 members 
Mstep: Class 10 contains 43300 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49203 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70465 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31272 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428032.000000 Penalty: 88796.882812
Iteration 276Q: 27 clusters Score -1.26428e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 171734 members 
Mstep: Class 5 contains 24416 members 
Mstep: Class 6 contains 147238 members 
Mstep: Class 7 contains 131885 members 
Mstep: Class 8 contains 13282 members 
Mstep: Class 9 contains 175015 members 
Mstep: Class 10 contains 43332 members 
Mstep: Class 11 contains 18252 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70458 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31272 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428112.000000 Penalty: 88796.882812
Iteration 277Q: 27 clusters Score -1.264281e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 171756 members 
Mstep: Class 5 contains 24414 members 
Mstep: Class 6 contains 147207 members 
Mstep: Class 7 contains 131894 members 
Mstep: Class 8 contains 13283 members 
Mstep: Class 9 contains 174964 members 
Mstep: Class 10 contains 43376 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70458 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31270 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1727 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428048.000000 Penalty: 88796.882812
Iteration 278Q: 27 clusters Score -1.26428e+08 nChanged 440
Entering ConstructFrom: 
Score: -126428048.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Entering Unmasked Estep 
Score: -5523331.500000 Penalty: 2630.341064
	Iteration 0F: 2 clusters Score -5523332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5495948.500000 Penalty: 5260.682129
	Iteration 0F: 3 clusters Score -5495948 nChanged 18472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5506025.000000 Penalty: 5260.682129
	Iteration 1F: 3 clusters Score -5506025 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5506460.500000 Penalty: 5260.682129
	Iteration 2Q: 3 clusters Score -5506460 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5506836.000000 Penalty: 5260.682129
	Iteration 3Q: 3 clusters Score -5506836 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5507268.500000 Penalty: 5260.682129
	Iteration 4Q: 3 clusters Score -5507268 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5507739.000000 Penalty: 5260.682129
	Iteration 5Q: 3 clusters Score -5507739 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5508354.500000 Penalty: 5260.682129
	Iteration 6Q: 3 clusters Score -5508354 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -5509203.000000 Penalty: 5260.682129
	Iteration 7Q: 3 clusters Score -5509203 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -5510557.000000 Penalty: 5260.682129
	Iteration 8F: 3 clusters Score -5510557 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5512460.500000 Penalty: 5260.682129
	Iteration 9F: 3 clusters Score -5512460 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -5514811.000000 Penalty: 5260.682129
	Iteration 10F: 3 clusters Score -5514811 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5517155.000000 Penalty: 5260.682129
	Iteration 11F: 3 clusters Score -5517155 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5518831.000000 Penalty: 5260.682129
	Iteration 12Q: 3 clusters Score -5518831 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5519862.000000 Penalty: 5260.682129
	Iteration 13Q: 3 clusters Score -5519862 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -5520423.500000 Penalty: 5260.682129
	Iteration 14Q: 3 clusters Score -5520424 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5520711.500000 Penalty: 5260.682129
	Iteration 15Q: 3 clusters Score -5520712 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5520875.000000 Penalty: 5260.682129
	Iteration 16Q: 3 clusters Score -5520875 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5520949.000000 Penalty: 5260.682129
	Iteration 17Q: 3 clusters Score -5520949 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -5520994.500000 Penalty: 5260.682129
	Iteration 18Q: 3 clusters Score -5520994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5521019.000000 Penalty: 5260.682129
	Iteration 19Q: 3 clusters Score -5521019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5521046.500000 Penalty: 5260.682129
	Iteration 20F: 3 clusters Score -5521046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5521067.000000 Penalty: 5260.682129
	Iteration 21Q: 3 clusters Score -5521067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5521077.000000 Penalty: 5260.682129
	Iteration 22Q: 3 clusters Score -5521077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5521085.500000 Penalty: 5260.682129
	Iteration 23Q: 3 clusters Score -5521086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -5521088.500000 Penalty: 5260.682129
	Iteration 24Q: 3 clusters Score -5521088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -5521099.500000 Penalty: 5260.682129
	Iteration 25Q: 3 clusters Score -5521100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5521116.000000 Penalty: 5260.682129
	Iteration 26Q: 3 clusters Score -5521116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5521127.500000 Penalty: 5260.682129
	Iteration 27Q: 3 clusters Score -5521128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5521129.000000 Penalty: 5260.682129
	Iteration 28Q: 3 clusters Score -5521129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -5521139.500000 Penalty: 5260.682129
	Iteration 29Q: 3 clusters Score -5521140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5521139.000000 Penalty: 5260.682129
	Iteration 30Q: 3 clusters Score -5521139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5521146.000000 Penalty: 5260.682129
	Iteration 31Q: 3 clusters Score -5521146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5521144.000000 Penalty: 5260.682129
	Iteration 32Q: 3 clusters Score -5521144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -5521141.000000 Penalty: 5260.682129
	Iteration 33Q: 3 clusters Score -5521141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5521145.000000 Penalty: 5260.682129
	Iteration 34Q: 3 clusters Score -5521145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5521149.000000 Penalty: 5260.682129
	Iteration 35Q: 3 clusters Score -5521149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5521153.500000 Penalty: 5260.682129
	Iteration 36Q: 3 clusters Score -5521154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5521164.500000 Penalty: 5260.682129
	Iteration 37Q: 3 clusters Score -5521164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5521166.000000 Penalty: 5260.682129
	Iteration 38Q: 3 clusters Score -5521166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5521164.500000 Penalty: 5260.682129
	Iteration 39Q: 3 clusters Score -5521164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5521165.500000 Penalty: 5260.682129
	Iteration 40F: 3 clusters Score -5521166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5521172.500000 Penalty: 5260.682129
	Iteration 41Q: 3 clusters Score -5521172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5521174.000000 Penalty: 5260.682129
	Iteration 42Q: 3 clusters Score -5521174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -5521175.000000 Penalty: 5260.682129
	Iteration 43Q: 3 clusters Score -5521175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5521174.000000 Penalty: 5260.682129
	Iteration 44Q: 3 clusters Score -5521174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5521174.000000 Penalty: 5260.682129
	Iteration 45F: 3 clusters Score -5521174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -964551.250000 Penalty: 2210.093018
	Iteration 0F: 2 clusters Score -964551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -958574.187500 Penalty: 4420.186035
	Iteration 0F: 3 clusters Score -958574.2 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -960209.125000 Penalty: 4420.186035
	Iteration 1F: 3 clusters Score -960209.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -960488.562500 Penalty: 4420.186035
	Iteration 2F: 3 clusters Score -960488.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -960727.437500 Penalty: 4420.186035
	Iteration 3F: 3 clusters Score -960727.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -960929.062500 Penalty: 4420.186035
	Iteration 4Q: 3 clusters Score -960929.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -961087.625000 Penalty: 4420.186035
	Iteration 5Q: 3 clusters Score -961087.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -961224.375000 Penalty: 4420.186035
	Iteration 6Q: 3 clusters Score -961224.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -961359.437500 Penalty: 4420.186035
	Iteration 7Q: 3 clusters Score -961359.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -961480.375000 Penalty: 4420.186035
	Iteration 8Q: 3 clusters Score -961480.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -961614.687500 Penalty: 4420.186035
	Iteration 9Q: 3 clusters Score -961614.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -961742.625000 Penalty: 4420.186035
	Iteration 10Q: 3 clusters Score -961742.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -961858.500000 Penalty: 4420.186035
	Iteration 11Q: 3 clusters Score -961858.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -961972.625000 Penalty: 4420.186035
	Iteration 12Q: 3 clusters Score -961972.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -962093.437500 Penalty: 4420.186035
	Iteration 13Q: 3 clusters Score -962093.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -962206.125000 Penalty: 4420.186035
	Iteration 14Q: 3 clusters Score -962206.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -962288.937500 Penalty: 4420.186035
	Iteration 15Q: 3 clusters Score -962288.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -962345.625000 Penalty: 4420.186035
	Iteration 16Q: 3 clusters Score -962345.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -962400.437500 Penalty: 4420.186035
	Iteration 17Q: 3 clusters Score -962400.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -962433.937500 Penalty: 4420.186035
	Iteration 18Q: 3 clusters Score -962433.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -962468.312500 Penalty: 4420.186035
	Iteration 19Q: 3 clusters Score -962468.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -962501.187500 Penalty: 4420.186035
	Iteration 20F: 3 clusters Score -962501.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -962527.500000 Penalty: 4420.186035
	Iteration 21Q: 3 clusters Score -962527.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -962550.437500 Penalty: 4420.186035
	Iteration 22Q: 3 clusters Score -962550.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -962570.562500 Penalty: 4420.186035
	Iteration 23Q: 3 clusters Score -962570.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -962585.250000 Penalty: 4420.186035
	Iteration 24Q: 3 clusters Score -962585.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -962591.812500 Penalty: 4420.186035
	Iteration 25Q: 3 clusters Score -962591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -962602.125000 Penalty: 4420.186035
	Iteration 26Q: 3 clusters Score -962602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -962616.812500 Penalty: 4420.186035
	Iteration 27Q: 3 clusters Score -962616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -962622.875000 Penalty: 4420.186035
	Iteration 28Q: 3 clusters Score -962622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -962626.750000 Penalty: 4420.186035
	Iteration 29Q: 3 clusters Score -962626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -962630.062500 Penalty: 4420.186035
	Iteration 30Q: 3 clusters Score -962630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -962630.437500 Penalty: 4420.186035
	Iteration 31Q: 3 clusters Score -962630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -962630.437500 Penalty: 4420.186035
	Iteration 32F: 3 clusters Score -962630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -1126256.875000 Penalty: 2254.118896
	Iteration 0F: 2 clusters Score -1126257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1119324.750000 Penalty: 4508.237793
	Iteration 0F: 3 clusters Score -1119325 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1121218.125000 Penalty: 4508.237793
	Iteration 1F: 3 clusters Score -1121218 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1121534.875000 Penalty: 4508.237793
	Iteration 2F: 3 clusters Score -1121535 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1121752.375000 Penalty: 4508.237793
	Iteration 3F: 3 clusters Score -1121752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1121915.875000 Penalty: 4508.237793
	Iteration 4Q: 3 clusters Score -1121916 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1122064.875000 Penalty: 4508.237793
	Iteration 5Q: 3 clusters Score -1122065 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1122193.750000 Penalty: 4508.237793
	Iteration 6Q: 3 clusters Score -1122194 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1122311.875000 Penalty: 4508.237793
	Iteration 7Q: 3 clusters Score -1122312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1122407.375000 Penalty: 4508.237793
	Iteration 8Q: 3 clusters Score -1122407 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1122480.125000 Penalty: 4508.237793
	Iteration 9Q: 3 clusters Score -1122480 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1122540.000000 Penalty: 4508.237793
	Iteration 10Q: 3 clusters Score -1122540 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1122598.875000 Penalty: 4508.237793
	Iteration 11Q: 3 clusters Score -1122599 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1122656.000000 Penalty: 4508.237793
	Iteration 12Q: 3 clusters Score -1122656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1122711.625000 Penalty: 4508.237793
	Iteration 13Q: 3 clusters Score -1122712 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1122767.375000 Penalty: 4508.237793
	Iteration 14Q: 3 clusters Score -1122767 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1122824.375000 Penalty: 4508.237793
	Iteration 15Q: 3 clusters Score -1122824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1122890.375000 Penalty: 4508.237793
	Iteration 16Q: 3 clusters Score -1122890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1122982.625000 Penalty: 4508.237793
	Iteration 17Q: 3 clusters Score -1122983 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1123102.875000 Penalty: 4508.237793
	Iteration 18Q: 3 clusters Score -1123103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1123245.250000 Penalty: 4508.237793
	Iteration 19Q: 3 clusters Score -1123245 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1123396.750000 Penalty: 4508.237793
	Iteration 20F: 3 clusters Score -1123397 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1123513.375000 Penalty: 4508.237793
	Iteration 21Q: 3 clusters Score -1123513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1123631.625000 Penalty: 4508.237793
	Iteration 22Q: 3 clusters Score -1123632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1123752.000000 Penalty: 4508.237793
	Iteration 23Q: 3 clusters Score -1123752 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1123836.875000 Penalty: 4508.237793
	Iteration 24Q: 3 clusters Score -1123837 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1123909.625000 Penalty: 4508.237793
	Iteration 25Q: 3 clusters Score -1123910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1123975.375000 Penalty: 4508.237793
	Iteration 26Q: 3 clusters Score -1123975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1124020.000000 Penalty: 4508.237793
	Iteration 27Q: 3 clusters Score -1124020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1124053.000000 Penalty: 4508.237793
	Iteration 28Q: 3 clusters Score -1124053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1124094.125000 Penalty: 4508.237793
	Iteration 29Q: 3 clusters Score -1124094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1124144.750000 Penalty: 4508.237793
	Iteration 30Q: 3 clusters Score -1124145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1124191.375000 Penalty: 4508.237793
	Iteration 31Q: 3 clusters Score -1124191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1124229.125000 Penalty: 4508.237793
	Iteration 32Q: 3 clusters Score -1124229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1124258.375000 Penalty: 4508.237793
	Iteration 33Q: 3 clusters Score -1124258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1124282.875000 Penalty: 4508.237793
	Iteration 34Q: 3 clusters Score -1124283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1124311.625000 Penalty: 4508.237793
	Iteration 35Q: 3 clusters Score -1124312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1124330.125000 Penalty: 4508.237793
	Iteration 36Q: 3 clusters Score -1124330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1124348.250000 Penalty: 4508.237793
	Iteration 37Q: 3 clusters Score -1124348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1124367.625000 Penalty: 4508.237793
	Iteration 38Q: 3 clusters Score -1124368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1124385.875000 Penalty: 4508.237793
	Iteration 39Q: 3 clusters Score -1124386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1124408.375000 Penalty: 4508.237793
	Iteration 40F: 3 clusters Score -1124408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1124436.375000 Penalty: 4508.237793
	Iteration 41Q: 3 clusters Score -1124436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1124458.125000 Penalty: 4508.237793
	Iteration 42Q: 3 clusters Score -1124458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1124468.625000 Penalty: 4508.237793
	Iteration 43Q: 3 clusters Score -1124469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1124474.500000 Penalty: 4508.237793
	Iteration 44Q: 3 clusters Score -1124474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1124486.000000 Penalty: 4508.237793
	Iteration 45Q: 3 clusters Score -1124486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1124490.375000 Penalty: 4508.237793
	Iteration 46Q: 3 clusters Score -1124490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1124492.125000 Penalty: 4508.237793
	Iteration 47Q: 3 clusters Score -1124492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1124497.750000 Penalty: 4508.237793
	Iteration 48Q: 3 clusters Score -1124498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1124500.125000 Penalty: 4508.237793
	Iteration 49Q: 3 clusters Score -1124500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1124499.625000 Penalty: 4508.237793
	Iteration 50Q: 3 clusters Score -1124500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1124503.000000 Penalty: 4508.237793
	Iteration 51Q: 3 clusters Score -1124503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1124508.750000 Penalty: 4508.237793
	Iteration 52Q: 3 clusters Score -1124509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1124512.250000 Penalty: 4508.237793
	Iteration 53Q: 3 clusters Score -1124512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1124514.250000 Penalty: 4508.237793
	Iteration 54Q: 3 clusters Score -1124514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1124516.625000 Penalty: 4508.237793
	Iteration 55Q: 3 clusters Score -1124517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1124516.625000 Penalty: 4508.237793
	Iteration 56Q: 3 clusters Score -1124517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1124518.750000 Penalty: 4508.237793
	Iteration 57Q: 3 clusters Score -1124519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1124522.750000 Penalty: 4508.237793
	Iteration 58Q: 3 clusters Score -1124523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1124534.625000 Penalty: 4508.237793
	Iteration 59Q: 3 clusters Score -1124535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1124540.500000 Penalty: 4508.237793
	Iteration 60F: 3 clusters Score -1124540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1124544.750000 Penalty: 4508.237793
	Iteration 61Q: 3 clusters Score -1124545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1124547.375000 Penalty: 4508.237793
	Iteration 62Q: 3 clusters Score -1124547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1124550.750000 Penalty: 4508.237793
	Iteration 63Q: 3 clusters Score -1124551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1124552.875000 Penalty: 4508.237793
	Iteration 64Q: 3 clusters Score -1124553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1124553.125000 Penalty: 4508.237793
	Iteration 65Q: 3 clusters Score -1124553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1124556.625000 Penalty: 4508.237793
	Iteration 66Q: 3 clusters Score -1124557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1124560.500000 Penalty: 4508.237793
	Iteration 67Q: 3 clusters Score -1124560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1124560.625000 Penalty: 4508.237793
	Iteration 68Q: 3 clusters Score -1124561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1124560.750000 Penalty: 4508.237793
	Iteration 69Q: 3 clusters Score -1124561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1124565.500000 Penalty: 4508.237793
	Iteration 70Q: 3 clusters Score -1124566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1124568.000000 Penalty: 4508.237793
	Iteration 71Q: 3 clusters Score -1124568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1124567.750000 Penalty: 4508.237793
	Iteration 72Q: 3 clusters Score -1124568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1124570.250000 Penalty: 4508.237793
	Iteration 73Q: 3 clusters Score -1124570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1124571.375000 Penalty: 4508.237793
	Iteration 74Q: 3 clusters Score -1124571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1124574.625000 Penalty: 4508.237793
	Iteration 75Q: 3 clusters Score -1124575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1124575.750000 Penalty: 4508.237793
	Iteration 76Q: 3 clusters Score -1124576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1124578.375000 Penalty: 4508.237793
	Iteration 77Q: 3 clusters Score -1124578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1124579.000000 Penalty: 4508.237793
	Iteration 78Q: 3 clusters Score -1124579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1124579.250000 Penalty: 4508.237793
	Iteration 79Q: 3 clusters Score -1124579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1124577.875000 Penalty: 4508.237793
	Iteration 80F: 3 clusters Score -1124578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171786 members 
Entering Unmasked Estep 
Score: -23295004.000000 Penalty: 2989.393066
	Iteration 0F: 2 clusters Score -2.3295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -23183674.000000 Penalty: 5978.786133
	Iteration 0F: 3 clusters Score -2.318367e+07 nChanged 82446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -23231780.000000 Penalty: 5978.786133
	Iteration 1F: 3 clusters Score -2.323178e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -23232998.000000 Penalty: 5978.786133
	Iteration 2Q: 3 clusters Score -2.3233e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -23234432.000000 Penalty: 5978.786133
	Iteration 3Q: 3 clusters Score -2.323443e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -23236324.000000 Penalty: 5978.786133
	Iteration 4Q: 3 clusters Score -2.323632e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -23239282.000000 Penalty: 5978.786133
	Iteration 5Q: 3 clusters Score -2.323928e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -23243842.000000 Penalty: 5978.786133
	Iteration 6Q: 3 clusters Score -2.324384e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -23249796.000000 Penalty: 5978.786133
	Iteration 7F: 3 clusters Score -2.32498e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -23256950.000000 Penalty: 5978.786133
	Iteration 8F: 3 clusters Score -2.325695e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -23264106.000000 Penalty: 5978.786133
	Iteration 9F: 3 clusters Score -2.326411e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133946 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -23270674.000000 Penalty: 5978.786133
	Iteration 10F: 3 clusters Score -2.327067e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -23275502.000000 Penalty: 5978.786133
	Iteration 11Q: 3 clusters Score -2.32755e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -23279044.000000 Penalty: 5978.786133
	Iteration 12Q: 3 clusters Score -2.327904e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -23281614.000000 Penalty: 5978.786133
	Iteration 13Q: 3 clusters Score -2.328161e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -23283356.000000 Penalty: 5978.786133
	Iteration 14Q: 3 clusters Score -2.328336e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -23284770.000000 Penalty: 5978.786133
	Iteration 15Q: 3 clusters Score -2.328477e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -23285950.000000 Penalty: 5978.786133
	Iteration 16Q: 3 clusters Score -2.328595e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -23287010.000000 Penalty: 5978.786133
	Iteration 17Q: 3 clusters Score -2.328701e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -23287850.000000 Penalty: 5978.786133
	Iteration 18Q: 3 clusters Score -2.328785e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160426 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -23288362.000000 Penalty: 5978.786133
	Iteration 19Q: 3 clusters Score -2.328836e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161754 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -23288994.000000 Penalty: 5978.786133
	Iteration 20F: 3 clusters Score -2.328899e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162972 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -23289468.000000 Penalty: 5978.786133
	Iteration 21Q: 3 clusters Score -2.328947e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -23289864.000000 Penalty: 5978.786133
	Iteration 22Q: 3 clusters Score -2.328986e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164929 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -23290188.000000 Penalty: 5978.786133
	Iteration 23Q: 3 clusters Score -2.329019e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165731 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -23290460.000000 Penalty: 5978.786133
	Iteration 24Q: 3 clusters Score -2.329046e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -23290920.000000 Penalty: 5978.786133
	Iteration 25Q: 3 clusters Score -2.329092e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -23291202.000000 Penalty: 5978.786133
	Iteration 26Q: 3 clusters Score -2.32912e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -23291454.000000 Penalty: 5978.786133
	Iteration 27Q: 3 clusters Score -2.329145e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167953 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -23291650.000000 Penalty: 5978.786133
	Iteration 28Q: 3 clusters Score -2.329165e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168319 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -23291798.000000 Penalty: 5978.786133
	Iteration 29Q: 3 clusters Score -2.32918e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -23291934.000000 Penalty: 5978.786133
	Iteration 30Q: 3 clusters Score -2.329193e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168850 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -23292064.000000 Penalty: 5978.786133
	Iteration 31Q: 3 clusters Score -2.329206e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -23292152.000000 Penalty: 5978.786133
	Iteration 32Q: 3 clusters Score -2.329215e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -23292272.000000 Penalty: 5978.786133
	Iteration 33Q: 3 clusters Score -2.329227e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23292256.000000 Penalty: 5978.786133
	Iteration 34Q: 3 clusters Score -2.329226e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23292306.000000 Penalty: 5978.786133
	Iteration 35Q: 3 clusters Score -2.329231e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169606 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -23292392.000000 Penalty: 5978.786133
	Iteration 36Q: 3 clusters Score -2.329239e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23292444.000000 Penalty: 5978.786133
	Iteration 37Q: 3 clusters Score -2.329244e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169764 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -23292444.000000 Penalty: 5978.786133
	Iteration 38Q: 3 clusters Score -2.329244e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169833 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -23292448.000000 Penalty: 5978.786133
	Iteration 39Q: 3 clusters Score -2.329245e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23292476.000000 Penalty: 5978.786133
	Iteration 40F: 3 clusters Score -2.329248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23292462.000000 Penalty: 5978.786133
	Iteration 41Q: 3 clusters Score -2.329246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -23292468.000000 Penalty: 5978.786133
	Iteration 42Q: 3 clusters Score -2.329247e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -23292480.000000 Penalty: 5978.786133
	Iteration 43Q: 3 clusters Score -2.329248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170022 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23292460.000000 Penalty: 5978.786133
	Iteration 44Q: 3 clusters Score -2.329246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23292502.000000 Penalty: 5978.786133
	Iteration 45Q: 3 clusters Score -2.32925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23292512.000000 Penalty: 5978.786133
	Iteration 46Q: 3 clusters Score -2.329251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23292518.000000 Penalty: 5978.786133
	Iteration 47Q: 3 clusters Score -2.329252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170121 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -23292542.000000 Penalty: 5978.786133
	Iteration 48Q: 3 clusters Score -2.329254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -23292552.000000 Penalty: 5978.786133
	Iteration 49Q: 3 clusters Score -2.329255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23292548.000000 Penalty: 5978.786133
	Iteration 50Q: 3 clusters Score -2.329255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -23292532.000000 Penalty: 5978.786133
	Iteration 51Q: 3 clusters Score -2.329253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23292524.000000 Penalty: 5978.786133
	Iteration 52Q: 3 clusters Score -2.329252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -23292558.000000 Penalty: 5978.786133
	Iteration 53Q: 3 clusters Score -2.329256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23292552.000000 Penalty: 5978.786133
	Iteration 54Q: 3 clusters Score -2.329255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -23292544.000000 Penalty: 5978.786133
	Iteration 55Q: 3 clusters Score -2.329254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23292538.000000 Penalty: 5978.786133
	Iteration 56Q: 3 clusters Score -2.329254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -23292538.000000 Penalty: 5978.786133
	Iteration 57Q: 3 clusters Score -2.329254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23292528.000000 Penalty: 5978.786133
	Iteration 58Q: 3 clusters Score -2.329253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23292548.000000 Penalty: 5978.786133
	Iteration 59Q: 3 clusters Score -2.329255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170243 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -23292550.000000 Penalty: 5978.786133
	Iteration 60F: 3 clusters Score -2.329255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23292576.000000 Penalty: 5978.786133
	Iteration 61Q: 3 clusters Score -2.329258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170271 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -23292582.000000 Penalty: 5978.786133
	Iteration 62Q: 3 clusters Score -2.329258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -23292618.000000 Penalty: 5978.786133
	Iteration 63Q: 3 clusters Score -2.329262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23292602.000000 Penalty: 5978.786133
	Iteration 64Q: 3 clusters Score -2.32926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170305 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23292616.000000 Penalty: 5978.786133
	Iteration 65Q: 3 clusters Score -2.329262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23292624.000000 Penalty: 5978.786133
	Iteration 66Q: 3 clusters Score -2.329262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23292618.000000 Penalty: 5978.786133
	Iteration 67Q: 3 clusters Score -2.329262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170322 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23292630.000000 Penalty: 5978.786133
	Iteration 68Q: 3 clusters Score -2.329263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23292640.000000 Penalty: 5978.786133
	Iteration 69Q: 3 clusters Score -2.329264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23292634.000000 Penalty: 5978.786133
	Iteration 70Q: 3 clusters Score -2.329263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23292616.000000 Penalty: 5978.786133
	Iteration 71Q: 3 clusters Score -2.329262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170342 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -23292630.000000 Penalty: 5978.786133
	Iteration 72Q: 3 clusters Score -2.329263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170347 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23292636.000000 Penalty: 5978.786133
	Iteration 73Q: 3 clusters Score -2.329264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -23292630.000000 Penalty: 5978.786133
	Iteration 74Q: 3 clusters Score -2.329263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23292634.000000 Penalty: 5978.786133
	Iteration 75Q: 3 clusters Score -2.329263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170365 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23292630.000000 Penalty: 5978.786133
	Iteration 76Q: 3 clusters Score -2.329263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23292634.000000 Penalty: 5978.786133
	Iteration 77Q: 3 clusters Score -2.329263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170378 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23292612.000000 Penalty: 5978.786133
	Iteration 78Q: 3 clusters Score -2.329261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -23292624.000000 Penalty: 5978.786133
	Iteration 79Q: 3 clusters Score -2.329262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23292616.000000 Penalty: 5978.786133
	Iteration 80F: 3 clusters Score -2.329262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170389 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23292616.000000 Penalty: 5978.786133
	Iteration 81Q: 3 clusters Score -2.329262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170392 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -23292630.000000 Penalty: 5978.786133
	Iteration 82Q: 3 clusters Score -2.329263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -23292632.000000 Penalty: 5978.786133
	Iteration 83Q: 3 clusters Score -2.329263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170396 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -23292632.000000 Penalty: 5978.786133
	Iteration 84Q: 3 clusters Score -2.329263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170398 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23292624.000000 Penalty: 5978.786133
	Iteration 85Q: 3 clusters Score -2.329262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170401 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23292634.000000 Penalty: 5978.786133
	Iteration 86Q: 3 clusters Score -2.329263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -23292640.000000 Penalty: 5978.786133
	Iteration 87Q: 3 clusters Score -2.329264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170406 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23292636.000000 Penalty: 5978.786133
	Iteration 88Q: 3 clusters Score -2.329264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170406 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23292636.000000 Penalty: 5978.786133
	Iteration 89F: 3 clusters Score -2.329264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Entering Unmasked Estep 
Score: -3348979.000000 Penalty: 2505.481445
	Iteration 0F: 2 clusters Score -3348979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3332086.000000 Penalty: 5010.962891
	Iteration 0F: 3 clusters Score -3332086 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3337895.750000 Penalty: 5010.962891
	Iteration 1F: 3 clusters Score -3337896 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3338327.000000 Penalty: 5010.962891
	Iteration 2F: 3 clusters Score -3338327 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3338705.000000 Penalty: 5010.962891
	Iteration 3Q: 3 clusters Score -3338705 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3339087.250000 Penalty: 5010.962891
	Iteration 4Q: 3 clusters Score -3339087 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3339432.750000 Penalty: 5010.962891
	Iteration 5Q: 3 clusters Score -3339433 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3339813.250000 Penalty: 5010.962891
	Iteration 6Q: 3 clusters Score -3339813 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3340270.500000 Penalty: 5010.962891
	Iteration 7Q: 3 clusters Score -3340270 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3340847.000000 Penalty: 5010.962891
	Iteration 8Q: 3 clusters Score -3340847 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3341504.500000 Penalty: 5010.962891
	Iteration 9Q: 3 clusters Score -3341504 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3342255.500000 Penalty: 5010.962891
	Iteration 10Q: 3 clusters Score -3342256 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3343036.500000 Penalty: 5010.962891
	Iteration 11Q: 3 clusters Score -3343036 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3343769.500000 Penalty: 5010.962891
	Iteration 12Q: 3 clusters Score -3343770 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3344366.500000 Penalty: 5010.962891
	Iteration 13Q: 3 clusters Score -3344366 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3344825.000000 Penalty: 5010.962891
	Iteration 14Q: 3 clusters Score -3344825 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3345154.000000 Penalty: 5010.962891
	Iteration 15Q: 3 clusters Score -3345154 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3345429.000000 Penalty: 5010.962891
	Iteration 16Q: 3 clusters Score -3345429 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3345677.500000 Penalty: 5010.962891
	Iteration 17Q: 3 clusters Score -3345678 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3345923.250000 Penalty: 5010.962891
	Iteration 18Q: 3 clusters Score -3345923 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3346125.000000 Penalty: 5010.962891
	Iteration 19Q: 3 clusters Score -3346125 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3346296.500000 Penalty: 5010.962891
	Iteration 20F: 3 clusters Score -3346296 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3346414.750000 Penalty: 5010.962891
	Iteration 21Q: 3 clusters Score -3346415 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3346498.500000 Penalty: 5010.962891
	Iteration 22Q: 3 clusters Score -3346498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3346565.750000 Penalty: 5010.962891
	Iteration 23Q: 3 clusters Score -3346566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3346628.750000 Penalty: 5010.962891
	Iteration 24Q: 3 clusters Score -3346629 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3346676.000000 Penalty: 5010.962891
	Iteration 25Q: 3 clusters Score -3346676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3346707.250000 Penalty: 5010.962891
	Iteration 26Q: 3 clusters Score -3346707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3346731.000000 Penalty: 5010.962891
	Iteration 27Q: 3 clusters Score -3346731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3346755.750000 Penalty: 5010.962891
	Iteration 28Q: 3 clusters Score -3346756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3346773.500000 Penalty: 5010.962891
	Iteration 29Q: 3 clusters Score -3346774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3346794.250000 Penalty: 5010.962891
	Iteration 30Q: 3 clusters Score -3346794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3346804.750000 Penalty: 5010.962891
	Iteration 31Q: 3 clusters Score -3346805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3346814.000000 Penalty: 5010.962891
	Iteration 32Q: 3 clusters Score -3346814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3346832.250000 Penalty: 5010.962891
	Iteration 33Q: 3 clusters Score -3346832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3346848.500000 Penalty: 5010.962891
	Iteration 34Q: 3 clusters Score -3346848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3346858.750000 Penalty: 5010.962891
	Iteration 35Q: 3 clusters Score -3346859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3346870.000000 Penalty: 5010.962891
	Iteration 36Q: 3 clusters Score -3346870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3346877.250000 Penalty: 5010.962891
	Iteration 37Q: 3 clusters Score -3346877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3346886.000000 Penalty: 5010.962891
	Iteration 38Q: 3 clusters Score -3346886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3346891.750000 Penalty: 5010.962891
	Iteration 39Q: 3 clusters Score -3346892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3346895.500000 Penalty: 5010.962891
	Iteration 40F: 3 clusters Score -3346896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3346899.750000 Penalty: 5010.962891
	Iteration 41Q: 3 clusters Score -3346900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3346904.000000 Penalty: 5010.962891
	Iteration 42Q: 3 clusters Score -3346904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3346901.250000 Penalty: 5010.962891
	Iteration 43Q: 3 clusters Score -3346901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3346907.250000 Penalty: 5010.962891
	Iteration 44Q: 3 clusters Score -3346907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3346913.000000 Penalty: 5010.962891
	Iteration 45Q: 3 clusters Score -3346913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3346916.500000 Penalty: 5010.962891
	Iteration 46Q: 3 clusters Score -3346916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3346919.750000 Penalty: 5010.962891
	Iteration 47Q: 3 clusters Score -3346920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3346918.500000 Penalty: 5010.962891
	Iteration 48Q: 3 clusters Score -3346918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3346919.750000 Penalty: 5010.962891
	Iteration 49Q: 3 clusters Score -3346920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3346923.750000 Penalty: 5010.962891
	Iteration 50Q: 3 clusters Score -3346924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3346923.000000 Penalty: 5010.962891
	Iteration 51Q: 3 clusters Score -3346923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3346920.500000 Penalty: 5010.962891
	Iteration 52Q: 3 clusters Score -3346920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3346927.750000 Penalty: 5010.962891
	Iteration 53Q: 3 clusters Score -3346928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3346927.750000 Penalty: 5010.962891
	Iteration 54F: 3 clusters Score -3346928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (147168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Entering Unmasked Estep 
Score: -19885462.000000 Penalty: 2951.033936
	Iteration 0F: 2 clusters Score -1.988546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -19789906.000000 Penalty: 5902.067871
	Iteration 0F: 3 clusters Score -1.978991e+07 nChanged 70117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -19830582.000000 Penalty: 5902.067871
	Iteration 1F: 3 clusters Score -1.983058e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -19832938.000000 Penalty: 5902.067871
	Iteration 2Q: 3 clusters Score -1.983294e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -19837334.000000 Penalty: 5902.067871
	Iteration 3F: 3 clusters Score -1.983733e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -19845396.000000 Penalty: 5902.067871
	Iteration 4F: 3 clusters Score -1.98454e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -19857188.000000 Penalty: 5902.067871
	Iteration 5F: 3 clusters Score -1.985719e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -19868846.000000 Penalty: 5902.067871
	Iteration 6F: 3 clusters Score -1.986885e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 136078 members 
Entering Unmasked Estep 
Score: -19876902.000000 Penalty: 5902.067871
	Iteration 7F: 3 clusters Score -1.98769e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 140701 members 
Entering Unmasked Estep 
Score: -19880560.000000 Penalty: 5902.067871
	Iteration 8Q: 3 clusters Score -1.988056e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 142857 members 
Entering Unmasked Estep 
Score: -19882242.000000 Penalty: 5902.067871
	Iteration 9Q: 3 clusters Score -1.988224e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -19882972.000000 Penalty: 5902.067871
	Iteration 10Q: 3 clusters Score -1.988297e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 144474 members 
Entering Unmasked Estep 
Score: -19883324.000000 Penalty: 5902.067871
	Iteration 11Q: 3 clusters Score -1.988332e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 144848 members 
Entering Unmasked Estep 
Score: -19883502.000000 Penalty: 5902.067871
	Iteration 12Q: 3 clusters Score -1.98835e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 145063 members 
Entering Unmasked Estep 
Score: -19883570.000000 Penalty: 5902.067871
	Iteration 13Q: 3 clusters Score -1.988357e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -19883594.000000 Penalty: 5902.067871
	Iteration 14Q: 3 clusters Score -1.988359e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 145340 members 
Entering Unmasked Estep 
Score: -19883628.000000 Penalty: 5902.067871
	Iteration 15Q: 3 clusters Score -1.988363e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -19883668.000000 Penalty: 5902.067871
	Iteration 16Q: 3 clusters Score -1.988367e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -19883682.000000 Penalty: 5902.067871
	Iteration 17Q: 3 clusters Score -1.988368e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -19883648.000000 Penalty: 5902.067871
	Iteration 18Q: 3 clusters Score -1.988365e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 145616 members 
Entering Unmasked Estep 
Score: -19883658.000000 Penalty: 5902.067871
	Iteration 19Q: 3 clusters Score -1.988366e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -19883660.000000 Penalty: 5902.067871
	Iteration 20F: 3 clusters Score -1.988366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -19883656.000000 Penalty: 5902.067871
	Iteration 21Q: 3 clusters Score -1.988366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -19883662.000000 Penalty: 5902.067871
	Iteration 22Q: 3 clusters Score -1.988366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -19883654.000000 Penalty: 5902.067871
	Iteration 23Q: 3 clusters Score -1.988365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -19883672.000000 Penalty: 5902.067871
	Iteration 24Q: 3 clusters Score -1.988367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 145715 members 
Entering Unmasked Estep 
Score: -19883656.000000 Penalty: 5902.067871
	Iteration 25Q: 3 clusters Score -1.988366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 145721 members 
Entering Unmasked Estep 
Score: -19883666.000000 Penalty: 5902.067871
	Iteration 26Q: 3 clusters Score -1.988367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 145725 members 
Entering Unmasked Estep 
Score: -19883662.000000 Penalty: 5902.067871
	Iteration 27Q: 3 clusters Score -1.988366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -19883672.000000 Penalty: 5902.067871
	Iteration 28Q: 3 clusters Score -1.988367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 145744 members 
Entering Unmasked Estep 
Score: -19883674.000000 Penalty: 5902.067871
	Iteration 29Q: 3 clusters Score -1.988367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -19883666.000000 Penalty: 5902.067871
	Iteration 30Q: 3 clusters Score -1.988367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -19883686.000000 Penalty: 5902.067871
	Iteration 31Q: 3 clusters Score -1.988369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -19883678.000000 Penalty: 5902.067871
	Iteration 32Q: 3 clusters Score -1.988368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -19883678.000000 Penalty: 5902.067871
	Iteration 33Q: 3 clusters Score -1.988368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -19883684.000000 Penalty: 5902.067871
	Iteration 34Q: 3 clusters Score -1.988368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -19883678.000000 Penalty: 5902.067871
	Iteration 35Q: 3 clusters Score -1.988368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 145828 members 
Entering Unmasked Estep 
Score: -19883672.000000 Penalty: 5902.067871
	Iteration 36Q: 3 clusters Score -1.988367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -19883696.000000 Penalty: 5902.067871
	Iteration 37Q: 3 clusters Score -1.98837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -19883692.000000 Penalty: 5902.067871
	Iteration 38Q: 3 clusters Score -1.988369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -19883706.000000 Penalty: 5902.067871
	Iteration 39Q: 3 clusters Score -1.988371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -19883706.000000 Penalty: 5902.067871
	Iteration 40F: 3 clusters Score -1.988371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 145878 members 
Entering Unmasked Estep 
Score: -19883714.000000 Penalty: 5902.067871
	Iteration 41Q: 3 clusters Score -1.988371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 145894 members 
Entering Unmasked Estep 
Score: -19883706.000000 Penalty: 5902.067871
	Iteration 42Q: 3 clusters Score -1.988371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 145907 members 
Entering Unmasked Estep 
Score: -19883702.000000 Penalty: 5902.067871
	Iteration 43Q: 3 clusters Score -1.98837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 145919 members 
Entering Unmasked Estep 
Score: -19883728.000000 Penalty: 5902.067871
	Iteration 44Q: 3 clusters Score -1.988373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 145926 members 
Entering Unmasked Estep 
Score: -19883714.000000 Penalty: 5902.067871
	Iteration 45Q: 3 clusters Score -1.988371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -19883712.000000 Penalty: 5902.067871
	Iteration 46Q: 3 clusters Score -1.988371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -19883710.000000 Penalty: 5902.067871
	Iteration 47Q: 3 clusters Score -1.988371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 145928 members 
Entering Unmasked Estep 
Score: -19883702.000000 Penalty: 5902.067871
	Iteration 48Q: 3 clusters Score -1.98837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 145932 members 
Entering Unmasked Estep 
Score: -19883684.000000 Penalty: 5902.067871
	Iteration 49Q: 3 clusters Score -1.988368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 145932 members 
Entering Unmasked Estep 
Score: -19883694.000000 Penalty: 5902.067871
	Iteration 50Q: 3 clusters Score -1.988369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 145934 members 
Entering Unmasked Estep 
Score: -19883696.000000 Penalty: 5902.067871
	Iteration 51Q: 3 clusters Score -1.98837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -19883700.000000 Penalty: 5902.067871
	Iteration 52Q: 3 clusters Score -1.98837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -19883700.000000 Penalty: 5902.067871
	Iteration 53F: 3 clusters Score -1.98837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131908 members 
Entering Unmasked Estep 
Score: -17867018.000000 Penalty: 2923.885254
	Iteration 0F: 2 clusters Score -1.786702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -17779654.000000 Penalty: 5847.770508
	Iteration 0F: 3 clusters Score -1.777965e+07 nChanged 62780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -17815462.000000 Penalty: 5847.770508
	Iteration 1F: 3 clusters Score -1.781546e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -17816348.000000 Penalty: 5847.770508
	Iteration 2Q: 3 clusters Score -1.781635e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -17817506.000000 Penalty: 5847.770508
	Iteration 3Q: 3 clusters Score -1.781751e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -17819126.000000 Penalty: 5847.770508
	Iteration 4Q: 3 clusters Score -1.781913e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -17821100.000000 Penalty: 5847.770508
	Iteration 5Q: 3 clusters Score -1.78211e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -17823794.000000 Penalty: 5847.770508
	Iteration 6Q: 3 clusters Score -1.782379e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -17827100.000000 Penalty: 5847.770508
	Iteration 7Q: 3 clusters Score -1.78271e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -17830956.000000 Penalty: 5847.770508
	Iteration 8Q: 3 clusters Score -1.783096e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -17834918.000000 Penalty: 5847.770508
	Iteration 9F: 3 clusters Score -1.783492e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -17839638.000000 Penalty: 5847.770508
	Iteration 10F: 3 clusters Score -1.783964e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -17844468.000000 Penalty: 5847.770508
	Iteration 11F: 3 clusters Score -1.784447e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -17849104.000000 Penalty: 5847.770508
	Iteration 12F: 3 clusters Score -1.78491e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -17853416.000000 Penalty: 5847.770508
	Iteration 13Q: 3 clusters Score -1.785342e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -17856942.000000 Penalty: 5847.770508
	Iteration 14Q: 3 clusters Score -1.785694e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122770 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -17859376.000000 Penalty: 5847.770508
	Iteration 15Q: 3 clusters Score -1.785938e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125599 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -17861012.000000 Penalty: 5847.770508
	Iteration 16Q: 3 clusters Score -1.786101e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127567 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -17862312.000000 Penalty: 5847.770508
	Iteration 17Q: 3 clusters Score -1.786231e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -17863018.000000 Penalty: 5847.770508
	Iteration 18Q: 3 clusters Score -1.786302e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -17863556.000000 Penalty: 5847.770508
	Iteration 19Q: 3 clusters Score -1.786356e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17863902.000000 Penalty: 5847.770508
	Iteration 20F: 3 clusters Score -1.78639e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -17864094.000000 Penalty: 5847.770508
	Iteration 21Q: 3 clusters Score -1.786409e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130661 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -17864240.000000 Penalty: 5847.770508
	Iteration 22Q: 3 clusters Score -1.786424e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130794 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17864348.000000 Penalty: 5847.770508
	Iteration 23Q: 3 clusters Score -1.786435e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -17864376.000000 Penalty: 5847.770508
	Iteration 24Q: 3 clusters Score -1.786438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130944 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17864428.000000 Penalty: 5847.770508
	Iteration 25Q: 3 clusters Score -1.786443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131004 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -17864486.000000 Penalty: 5847.770508
	Iteration 26Q: 3 clusters Score -1.786449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131036 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17864512.000000 Penalty: 5847.770508
	Iteration 27Q: 3 clusters Score -1.786451e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -17864552.000000 Penalty: 5847.770508
	Iteration 28Q: 3 clusters Score -1.786455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131096 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17864540.000000 Penalty: 5847.770508
	Iteration 29Q: 3 clusters Score -1.786454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -17864548.000000 Penalty: 5847.770508
	Iteration 30Q: 3 clusters Score -1.786455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17864584.000000 Penalty: 5847.770508
	Iteration 31Q: 3 clusters Score -1.786458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131142 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17864592.000000 Penalty: 5847.770508
	Iteration 32Q: 3 clusters Score -1.786459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17864598.000000 Penalty: 5847.770508
	Iteration 33Q: 3 clusters Score -1.78646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17864588.000000 Penalty: 5847.770508
	Iteration 34Q: 3 clusters Score -1.786459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17864598.000000 Penalty: 5847.770508
	Iteration 35Q: 3 clusters Score -1.78646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131163 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -17864600.000000 Penalty: 5847.770508
	Iteration 36Q: 3 clusters Score -1.78646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -17864606.000000 Penalty: 5847.770508
	Iteration 37Q: 3 clusters Score -1.786461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17864612.000000 Penalty: 5847.770508
	Iteration 38Q: 3 clusters Score -1.786461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131176 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17864616.000000 Penalty: 5847.770508
	Iteration 39Q: 3 clusters Score -1.786462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17864612.000000 Penalty: 5847.770508
	Iteration 40F: 3 clusters Score -1.786461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131184 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17864620.000000 Penalty: 5847.770508
	Iteration 41Q: 3 clusters Score -1.786462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -17864632.000000 Penalty: 5847.770508
	Iteration 42Q: 3 clusters Score -1.786463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131195 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17864622.000000 Penalty: 5847.770508
	Iteration 43Q: 3 clusters Score -1.786462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17864628.000000 Penalty: 5847.770508
	Iteration 44Q: 3 clusters Score -1.786463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17864636.000000 Penalty: 5847.770508
	Iteration 45Q: 3 clusters Score -1.786464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17864636.000000 Penalty: 5847.770508
	Iteration 46F: 3 clusters Score -1.786464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -1581346.375000 Penalty: 2354.590088
	Iteration 0F: 2 clusters Score -1581346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1571743.125000 Penalty: 4709.180176
	Iteration 0F: 3 clusters Score -1571743 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1575459.750000 Penalty: 4709.180176
	Iteration 1F: 3 clusters Score -1575460 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1576497.750000 Penalty: 4709.180176
	Iteration 2F: 3 clusters Score -1576498 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1577368.625000 Penalty: 4709.180176
	Iteration 3F: 3 clusters Score -1577369 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1578080.250000 Penalty: 4709.180176
	Iteration 4F: 3 clusters Score -1578080 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1578608.125000 Penalty: 4709.180176
	Iteration 5F: 3 clusters Score -1578608 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1578991.875000 Penalty: 4709.180176
	Iteration 6Q: 3 clusters Score -1578992 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1579308.625000 Penalty: 4709.180176
	Iteration 7Q: 3 clusters Score -1579309 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1579550.000000 Penalty: 4709.180176
	Iteration 8Q: 3 clusters Score -1579550 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1579754.375000 Penalty: 4709.180176
	Iteration 9Q: 3 clusters Score -1579754 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1579917.125000 Penalty: 4709.180176
	Iteration 10Q: 3 clusters Score -1579917 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1580037.875000 Penalty: 4709.180176
	Iteration 11Q: 3 clusters Score -1580038 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1580115.000000 Penalty: 4709.180176
	Iteration 12Q: 3 clusters Score -1580115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1580168.875000 Penalty: 4709.180176
	Iteration 13Q: 3 clusters Score -1580169 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1580210.625000 Penalty: 4709.180176
	Iteration 14Q: 3 clusters Score -1580211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1580234.625000 Penalty: 4709.180176
	Iteration 15Q: 3 clusters Score -1580235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1580254.125000 Penalty: 4709.180176
	Iteration 16Q: 3 clusters Score -1580254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1580276.000000 Penalty: 4709.180176
	Iteration 17Q: 3 clusters Score -1580276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1580292.125000 Penalty: 4709.180176
	Iteration 18Q: 3 clusters Score -1580292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1580301.500000 Penalty: 4709.180176
	Iteration 19Q: 3 clusters Score -1580302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1580310.625000 Penalty: 4709.180176
	Iteration 20F: 3 clusters Score -1580311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1580313.375000 Penalty: 4709.180176
	Iteration 21Q: 3 clusters Score -1580313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1580324.875000 Penalty: 4709.180176
	Iteration 22Q: 3 clusters Score -1580325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1580324.375000 Penalty: 4709.180176
	Iteration 23Q: 3 clusters Score -1580324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1580329.125000 Penalty: 4709.180176
	Iteration 24Q: 3 clusters Score -1580329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1580333.375000 Penalty: 4709.180176
	Iteration 25Q: 3 clusters Score -1580333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1580333.500000 Penalty: 4709.180176
	Iteration 26Q: 3 clusters Score -1580334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1580334.000000 Penalty: 4709.180176
	Iteration 27Q: 3 clusters Score -1580334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1580334.625000 Penalty: 4709.180176
	Iteration 28Q: 3 clusters Score -1580335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1580336.250000 Penalty: 4709.180176
	Iteration 29Q: 3 clusters Score -1580336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1580334.625000 Penalty: 4709.180176
	Iteration 30Q: 3 clusters Score -1580335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1580336.750000 Penalty: 4709.180176
	Iteration 31Q: 3 clusters Score -1580337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1580336.875000 Penalty: 4709.180176
	Iteration 32Q: 3 clusters Score -1580337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1580341.500000 Penalty: 4709.180176
	Iteration 33Q: 3 clusters Score -1580342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1580341.125000 Penalty: 4709.180176
	Iteration 34Q: 3 clusters Score -1580341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1580342.750000 Penalty: 4709.180176
	Iteration 35Q: 3 clusters Score -1580343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1580347.750000 Penalty: 4709.180176
	Iteration 36Q: 3 clusters Score -1580348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1580347.500000 Penalty: 4709.180176
	Iteration 37Q: 3 clusters Score -1580348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1580348.125000 Penalty: 4709.180176
	Iteration 38Q: 3 clusters Score -1580348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1580351.125000 Penalty: 4709.180176
	Iteration 39Q: 3 clusters Score -1580351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1580352.375000 Penalty: 4709.180176
	Iteration 40F: 3 clusters Score -1580352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1580351.875000 Penalty: 4709.180176
	Iteration 41Q: 3 clusters Score -1580352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1580351.250000 Penalty: 4709.180176
	Iteration 42Q: 3 clusters Score -1580351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1580355.000000 Penalty: 4709.180176
	Iteration 43Q: 3 clusters Score -1580355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1580350.750000 Penalty: 4709.180176
	Iteration 44Q: 3 clusters Score -1580351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1580355.125000 Penalty: 4709.180176
	Iteration 45Q: 3 clusters Score -1580355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1580358.250000 Penalty: 4709.180176
	Iteration 46Q: 3 clusters Score -1580358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1580362.375000 Penalty: 4709.180176
	Iteration 47Q: 3 clusters Score -1580362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1580362.125000 Penalty: 4709.180176
	Iteration 48Q: 3 clusters Score -1580362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1580365.625000 Penalty: 4709.180176
	Iteration 49Q: 3 clusters Score -1580366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1580366.875000 Penalty: 4709.180176
	Iteration 50Q: 3 clusters Score -1580367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1580372.125000 Penalty: 4709.180176
	Iteration 51Q: 3 clusters Score -1580372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1580375.125000 Penalty: 4709.180176
	Iteration 52Q: 3 clusters Score -1580375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1580373.750000 Penalty: 4709.180176
	Iteration 53Q: 3 clusters Score -1580374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1580376.125000 Penalty: 4709.180176
	Iteration 54Q: 3 clusters Score -1580376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1580378.375000 Penalty: 4709.180176
	Iteration 55Q: 3 clusters Score -1580378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1580377.750000 Penalty: 4709.180176
	Iteration 56Q: 3 clusters Score -1580378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1580379.250000 Penalty: 4709.180176
	Iteration 57Q: 3 clusters Score -1580379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1580376.875000 Penalty: 4709.180176
	Iteration 58Q: 3 clusters Score -1580377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1580377.000000 Penalty: 4709.180176
	Iteration 59Q: 3 clusters Score -1580377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1580378.750000 Penalty: 4709.180176
	Iteration 60F: 3 clusters Score -1580379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1580380.000000 Penalty: 4709.180176
	Iteration 61Q: 3 clusters Score -1580380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1580382.500000 Penalty: 4709.180176
	Iteration 62Q: 3 clusters Score -1580382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1580383.750000 Penalty: 4709.180176
	Iteration 63Q: 3 clusters Score -1580384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1580386.000000 Penalty: 4709.180176
	Iteration 64Q: 3 clusters Score -1580386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1580385.750000 Penalty: 4709.180176
	Iteration 65Q: 3 clusters Score -1580386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1580388.125000 Penalty: 4709.180176
	Iteration 66Q: 3 clusters Score -1580388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1580385.625000 Penalty: 4709.180176
	Iteration 67Q: 3 clusters Score -1580386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1580386.500000 Penalty: 4709.180176
	Iteration 68Q: 3 clusters Score -1580386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1580386.500000 Penalty: 4709.180176
	Iteration 69F: 3 clusters Score -1580386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Entering Unmasked Estep 
Score: -23656018.000000 Penalty: 2993.845703
	Iteration 0F: 2 clusters Score -2.365602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -23541704.000000 Penalty: 5987.691406
	Iteration 0F: 3 clusters Score -2.35417e+07 nChanged 83626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -23590062.000000 Penalty: 5987.691406
	Iteration 1F: 3 clusters Score -2.359006e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -23591310.000000 Penalty: 5987.691406
	Iteration 2Q: 3 clusters Score -2.359131e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -23593448.000000 Penalty: 5987.691406
	Iteration 3Q: 3 clusters Score -2.359345e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -23597370.000000 Penalty: 5987.691406
	Iteration 4Q: 3 clusters Score -2.359737e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -23604138.000000 Penalty: 5987.691406
	Iteration 5F: 3 clusters Score -2.360414e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121016 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -23614818.000000 Penalty: 5987.691406
	Iteration 6F: 3 clusters Score -2.361482e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133788 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -23628166.000000 Penalty: 5987.691406
	Iteration 7F: 3 clusters Score -2.362817e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144513 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -23640542.000000 Penalty: 5987.691406
	Iteration 8F: 3 clusters Score -2.364054e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -23647596.000000 Penalty: 5987.691406
	Iteration 9Q: 3 clusters Score -2.36476e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -23650228.000000 Penalty: 5987.691406
	Iteration 10Q: 3 clusters Score -2.365023e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -23651492.000000 Penalty: 5987.691406
	Iteration 11Q: 3 clusters Score -2.365149e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -23652268.000000 Penalty: 5987.691406
	Iteration 12Q: 3 clusters Score -2.365227e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -23652866.000000 Penalty: 5987.691406
	Iteration 13Q: 3 clusters Score -2.365287e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -23653352.000000 Penalty: 5987.691406
	Iteration 14Q: 3 clusters Score -2.365335e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -23653588.000000 Penalty: 5987.691406
	Iteration 15Q: 3 clusters Score -2.365359e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -23653952.000000 Penalty: 5987.691406
	Iteration 16Q: 3 clusters Score -2.365395e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -23654110.000000 Penalty: 5987.691406
	Iteration 17Q: 3 clusters Score -2.365411e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -23654326.000000 Penalty: 5987.691406
	Iteration 18Q: 3 clusters Score -2.365433e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -23654468.000000 Penalty: 5987.691406
	Iteration 19Q: 3 clusters Score -2.365447e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -23654464.000000 Penalty: 5987.691406
	Iteration 20F: 3 clusters Score -2.365446e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169354 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -23654560.000000 Penalty: 5987.691406
	Iteration 21Q: 3 clusters Score -2.365456e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -23654536.000000 Penalty: 5987.691406
	Iteration 22Q: 3 clusters Score -2.365454e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -23654630.000000 Penalty: 5987.691406
	Iteration 23Q: 3 clusters Score -2.365463e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170397 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -23654622.000000 Penalty: 5987.691406
	Iteration 24Q: 3 clusters Score -2.365462e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170677 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -23654612.000000 Penalty: 5987.691406
	Iteration 25Q: 3 clusters Score -2.365461e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -23654600.000000 Penalty: 5987.691406
	Iteration 26Q: 3 clusters Score -2.36546e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171096 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -23654564.000000 Penalty: 5987.691406
	Iteration 27Q: 3 clusters Score -2.365456e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -23654532.000000 Penalty: 5987.691406
	Iteration 28Q: 3 clusters Score -2.365453e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -23654486.000000 Penalty: 5987.691406
	Iteration 29Q: 3 clusters Score -2.365449e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -23654504.000000 Penalty: 5987.691406
	Iteration 30Q: 3 clusters Score -2.36545e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171656 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -23654510.000000 Penalty: 5987.691406
	Iteration 31Q: 3 clusters Score -2.365451e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171739 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -23654484.000000 Penalty: 5987.691406
	Iteration 32Q: 3 clusters Score -2.365448e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171807 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23654530.000000 Penalty: 5987.691406
	Iteration 33Q: 3 clusters Score -2.365453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -23654512.000000 Penalty: 5987.691406
	Iteration 34Q: 3 clusters Score -2.365451e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171928 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -23654512.000000 Penalty: 5987.691406
	Iteration 35Q: 3 clusters Score -2.365451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171996 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5987.691406
	Iteration 36Q: 3 clusters Score -2.365451e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172052 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23654478.000000 Penalty: 5987.691406
	Iteration 37Q: 3 clusters Score -2.365448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172115 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -23654478.000000 Penalty: 5987.691406
	Iteration 38Q: 3 clusters Score -2.365448e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172174 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -23654488.000000 Penalty: 5987.691406
	Iteration 39Q: 3 clusters Score -2.365449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -23654504.000000 Penalty: 5987.691406
	Iteration 40F: 3 clusters Score -2.36545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172268 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5987.691406
	Iteration 41Q: 3 clusters Score -2.365451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172300 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23654524.000000 Penalty: 5987.691406
	Iteration 42Q: 3 clusters Score -2.365452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172340 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23654524.000000 Penalty: 5987.691406
	Iteration 43Q: 3 clusters Score -2.365452e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5987.691406
	Iteration 44Q: 3 clusters Score -2.365451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172407 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -23654502.000000 Penalty: 5987.691406
	Iteration 45Q: 3 clusters Score -2.36545e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23654500.000000 Penalty: 5987.691406
	Iteration 46Q: 3 clusters Score -2.36545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -23654490.000000 Penalty: 5987.691406
	Iteration 47Q: 3 clusters Score -2.365449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172482 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -23654504.000000 Penalty: 5987.691406
	Iteration 48Q: 3 clusters Score -2.36545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -23654492.000000 Penalty: 5987.691406
	Iteration 49Q: 3 clusters Score -2.365449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -23654488.000000 Penalty: 5987.691406
	Iteration 50Q: 3 clusters Score -2.365449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -23654492.000000 Penalty: 5987.691406
	Iteration 51Q: 3 clusters Score -2.365449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23654488.000000 Penalty: 5987.691406
	Iteration 52Q: 3 clusters Score -2.365449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23654482.000000 Penalty: 5987.691406
	Iteration 53Q: 3 clusters Score -2.365448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172580 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -23654498.000000 Penalty: 5987.691406
	Iteration 54Q: 3 clusters Score -2.36545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -23654494.000000 Penalty: 5987.691406
	Iteration 55Q: 3 clusters Score -2.365449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -23654476.000000 Penalty: 5987.691406
	Iteration 56Q: 3 clusters Score -2.365448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -23654496.000000 Penalty: 5987.691406
	Iteration 57Q: 3 clusters Score -2.36545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23654470.000000 Penalty: 5987.691406
	Iteration 58Q: 3 clusters Score -2.365447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -23654468.000000 Penalty: 5987.691406
	Iteration 59Q: 3 clusters Score -2.365447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23654476.000000 Penalty: 5987.691406
	Iteration 60F: 3 clusters Score -2.365448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -23654476.000000 Penalty: 5987.691406
	Iteration 61Q: 3 clusters Score -2.365448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -23654482.000000 Penalty: 5987.691406
	Iteration 62Q: 3 clusters Score -2.365448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -23654470.000000 Penalty: 5987.691406
	Iteration 63Q: 3 clusters Score -2.365447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -23654484.000000 Penalty: 5987.691406
	Iteration 64Q: 3 clusters Score -2.365448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -23654514.000000 Penalty: 5987.691406
	Iteration 65Q: 3 clusters Score -2.365451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -23654510.000000 Penalty: 5987.691406
	Iteration 66Q: 3 clusters Score -2.365451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23654512.000000 Penalty: 5987.691406
	Iteration 67Q: 3 clusters Score -2.365451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5987.691406
	Iteration 68Q: 3 clusters Score -2.365451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172668 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -23654520.000000 Penalty: 5987.691406
	Iteration 69Q: 3 clusters Score -2.365452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5987.691406
	Iteration 70Q: 3 clusters Score -2.365451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23654498.000000 Penalty: 5987.691406
	Iteration 71Q: 3 clusters Score -2.36545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23654518.000000 Penalty: 5987.691406
	Iteration 72Q: 3 clusters Score -2.365452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23654532.000000 Penalty: 5987.691406
	Iteration 73Q: 3 clusters Score -2.365453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -23654516.000000 Penalty: 5987.691406
	Iteration 74Q: 3 clusters Score -2.365452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5987.691406
	Iteration 75Q: 3 clusters Score -2.365451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23654518.000000 Penalty: 5987.691406
	Iteration 76Q: 3 clusters Score -2.365452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -23654526.000000 Penalty: 5987.691406
	Iteration 77Q: 3 clusters Score -2.365453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23654522.000000 Penalty: 5987.691406
	Iteration 78Q: 3 clusters Score -2.365452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23654522.000000 Penalty: 5987.691406
	Iteration 79F: 3 clusters Score -2.365452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Entering Unmasked Estep 
Score: -5947265.500000 Penalty: 2648.345947
	Iteration 0F: 2 clusters Score -5947266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5918042.000000 Penalty: 5296.691895
	Iteration 0F: 3 clusters Score -5918042 nChanged 19915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5929100.500000 Penalty: 5296.691895
	Iteration 1F: 3 clusters Score -5929100 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -5929717.500000 Penalty: 5296.691895
	Iteration 2Q: 3 clusters Score -5929718 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5930508.500000 Penalty: 5296.691895
	Iteration 3Q: 3 clusters Score -5930508 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5931635.500000 Penalty: 5296.691895
	Iteration 4F: 3 clusters Score -5931636 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -5933149.500000 Penalty: 5296.691895
	Iteration 5F: 3 clusters Score -5933150 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5935445.000000 Penalty: 5296.691895
	Iteration 6F: 3 clusters Score -5935445 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -5938198.000000 Penalty: 5296.691895
	Iteration 7F: 3 clusters Score -5938198 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -5940878.500000 Penalty: 5296.691895
	Iteration 8F: 3 clusters Score -5940878 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5942738.000000 Penalty: 5296.691895
	Iteration 9Q: 3 clusters Score -5942738 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5943691.000000 Penalty: 5296.691895
	Iteration 10Q: 3 clusters Score -5943691 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5944205.500000 Penalty: 5296.691895
	Iteration 11Q: 3 clusters Score -5944206 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -5944488.500000 Penalty: 5296.691895
	Iteration 12Q: 3 clusters Score -5944488 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5944638.000000 Penalty: 5296.691895
	Iteration 13Q: 3 clusters Score -5944638 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5944743.000000 Penalty: 5296.691895
	Iteration 14Q: 3 clusters Score -5944743 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5944822.500000 Penalty: 5296.691895
	Iteration 15Q: 3 clusters Score -5944822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5944862.500000 Penalty: 5296.691895
	Iteration 16Q: 3 clusters Score -5944862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5944922.000000 Penalty: 5296.691895
	Iteration 17Q: 3 clusters Score -5944922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5944964.500000 Penalty: 5296.691895
	Iteration 18Q: 3 clusters Score -5944964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5945007.000000 Penalty: 5296.691895
	Iteration 19Q: 3 clusters Score -5945007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5945040.000000 Penalty: 5296.691895
	Iteration 20F: 3 clusters Score -5945040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5945052.000000 Penalty: 5296.691895
	Iteration 21Q: 3 clusters Score -5945052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5945075.000000 Penalty: 5296.691895
	Iteration 22Q: 3 clusters Score -5945075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5945090.000000 Penalty: 5296.691895
	Iteration 23Q: 3 clusters Score -5945090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5945095.500000 Penalty: 5296.691895
	Iteration 24Q: 3 clusters Score -5945096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5945094.000000 Penalty: 5296.691895
	Iteration 25Q: 3 clusters Score -5945094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5945103.500000 Penalty: 5296.691895
	Iteration 26Q: 3 clusters Score -5945104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5945103.000000 Penalty: 5296.691895
	Iteration 27Q: 3 clusters Score -5945103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5945113.000000 Penalty: 5296.691895
	Iteration 28Q: 3 clusters Score -5945113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5945102.000000 Penalty: 5296.691895
	Iteration 29Q: 3 clusters Score -5945102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5945102.500000 Penalty: 5296.691895
	Iteration 30Q: 3 clusters Score -5945102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5945106.500000 Penalty: 5296.691895
	Iteration 31Q: 3 clusters Score -5945106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5945126.500000 Penalty: 5296.691895
	Iteration 32Q: 3 clusters Score -5945126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5945118.500000 Penalty: 5296.691895
	Iteration 33Q: 3 clusters Score -5945118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5945116.500000 Penalty: 5296.691895
	Iteration 34Q: 3 clusters Score -5945116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5945134.000000 Penalty: 5296.691895
	Iteration 35Q: 3 clusters Score -5945134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5945141.500000 Penalty: 5296.691895
	Iteration 36Q: 3 clusters Score -5945142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5945148.500000 Penalty: 5296.691895
	Iteration 37Q: 3 clusters Score -5945148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5945176.000000 Penalty: 5296.691895
	Iteration 38Q: 3 clusters Score -5945176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5945188.500000 Penalty: 5296.691895
	Iteration 39Q: 3 clusters Score -5945188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5945192.000000 Penalty: 5296.691895
	Iteration 40F: 3 clusters Score -5945192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -5945210.500000 Penalty: 5296.691895
	Iteration 41Q: 3 clusters Score -5945210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5945214.500000 Penalty: 5296.691895
	Iteration 42Q: 3 clusters Score -5945214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5945218.000000 Penalty: 5296.691895
	Iteration 43Q: 3 clusters Score -5945218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5945229.000000 Penalty: 5296.691895
	Iteration 44Q: 3 clusters Score -5945229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5945224.000000 Penalty: 5296.691895
	Iteration 45Q: 3 clusters Score -5945224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5945221.000000 Penalty: 5296.691895
	Iteration 46Q: 3 clusters Score -5945221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5945223.500000 Penalty: 5296.691895
	Iteration 47Q: 3 clusters Score -5945224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5945225.000000 Penalty: 5296.691895
	Iteration 48Q: 3 clusters Score -5945225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5945223.000000 Penalty: 5296.691895
	Iteration 49Q: 3 clusters Score -5945223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5945225.000000 Penalty: 5296.691895
	Iteration 50Q: 3 clusters Score -5945225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5945218.000000 Penalty: 5296.691895
	Iteration 51Q: 3 clusters Score -5945218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -5945224.500000 Penalty: 5296.691895
	Iteration 52Q: 3 clusters Score -5945224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5945227.500000 Penalty: 5296.691895
	Iteration 53Q: 3 clusters Score -5945228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5945230.500000 Penalty: 5296.691895
	Iteration 54Q: 3 clusters Score -5945230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5945231.000000 Penalty: 5296.691895
	Iteration 55Q: 3 clusters Score -5945231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5945231.000000 Penalty: 5296.691895
	Iteration 56F: 3 clusters Score -5945231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Entering Unmasked Estep 
Score: -2390051.000000 Penalty: 2433.329102
	Iteration 0F: 2 clusters Score -2390051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2377101 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2381466 nChanged 1106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2381922 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2382232.250000 Penalty: 4866.658203
	Iteration 3Q: 3 clusters Score -2382232 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2382470.750000 Penalty: 4866.658203
	Iteration 4Q: 3 clusters Score -2382471 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2382708.750000 Penalty: 4866.658203
	Iteration 5Q: 3 clusters Score -2382709 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2382955.500000 Penalty: 4866.658203
	Iteration 6Q: 3 clusters Score -2382956 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2383187.750000 Penalty: 4866.658203
	Iteration 7Q: 3 clusters Score -2383188 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2383492.500000 Penalty: 4866.658203
	Iteration 8Q: 3 clusters Score -2383492 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2383810.750000 Penalty: 4866.658203
	Iteration 9Q: 3 clusters Score -2383811 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2384154.250000 Penalty: 4866.658203
	Iteration 10Q: 3 clusters Score -2384154 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2384472.000000 Penalty: 4866.658203
	Iteration 11Q: 3 clusters Score -2384472 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2384800.500000 Penalty: 4866.658203
	Iteration 12Q: 3 clusters Score -2384800 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2385159.000000 Penalty: 4866.658203
	Iteration 13Q: 3 clusters Score -2385159 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2385458 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2385726.250000 Penalty: 4866.658203
	Iteration 15Q: 3 clusters Score -2385726 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2385960.000000 Penalty: 4866.658203
	Iteration 16Q: 3 clusters Score -2385960 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2386156.250000 Penalty: 4866.658203
	Iteration 17Q: 3 clusters Score -2386156 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2386334.750000 Penalty: 4866.658203
	Iteration 18Q: 3 clusters Score -2386335 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2386468.500000 Penalty: 4866.658203
	Iteration 19Q: 3 clusters Score -2386468 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2386561.750000 Penalty: 4866.658203
	Iteration 20F: 3 clusters Score -2386562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2386626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2386688.500000 Penalty: 4866.658203
	Iteration 22Q: 3 clusters Score -2386688 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2386741.000000 Penalty: 4866.658203
	Iteration 23Q: 3 clusters Score -2386741 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2386797.500000 Penalty: 4866.658203
	Iteration 24Q: 3 clusters Score -2386798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2386833.000000 Penalty: 4866.658203
	Iteration 25Q: 3 clusters Score -2386833 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2386867.750000 Penalty: 4866.658203
	Iteration 26Q: 3 clusters Score -2386868 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2386920.000000 Penalty: 4866.658203
	Iteration 27Q: 3 clusters Score -2386920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2386959.000000 Penalty: 4866.658203
	Iteration 28Q: 3 clusters Score -2386959 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2386989.750000 Penalty: 4866.658203
	Iteration 29Q: 3 clusters Score -2386990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2387022.500000 Penalty: 4866.658203
	Iteration 30Q: 3 clusters Score -2387022 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2387055.750000 Penalty: 4866.658203
	Iteration 31Q: 3 clusters Score -2387056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2387099.000000 Penalty: 4866.658203
	Iteration 32Q: 3 clusters Score -2387099 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2387157.500000 Penalty: 4866.658203
	Iteration 33Q: 3 clusters Score -2387158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2387210.250000 Penalty: 4866.658203
	Iteration 34Q: 3 clusters Score -2387210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2387254.500000 Penalty: 4866.658203
	Iteration 35Q: 3 clusters Score -2387254 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2387296.250000 Penalty: 4866.658203
	Iteration 36Q: 3 clusters Score -2387296 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2387356.000000 Penalty: 4866.658203
	Iteration 37Q: 3 clusters Score -2387356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2387404.000000 Penalty: 4866.658203
	Iteration 38Q: 3 clusters Score -2387404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2387425.250000 Penalty: 4866.658203
	Iteration 39Q: 3 clusters Score -2387425 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2387479.500000 Penalty: 4866.658203
	Iteration 40F: 3 clusters Score -2387480 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2387540.750000 Penalty: 4866.658203
	Iteration 41Q: 3 clusters Score -2387541 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2387584.750000 Penalty: 4866.658203
	Iteration 42Q: 3 clusters Score -2387585 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2387616.000000 Penalty: 4866.658203
	Iteration 43Q: 3 clusters Score -2387616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2387644.000000 Penalty: 4866.658203
	Iteration 44Q: 3 clusters Score -2387644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2387679 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2387713.250000 Penalty: 4866.658203
	Iteration 46Q: 3 clusters Score -2387713 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2387737.500000 Penalty: 4866.658203
	Iteration 47Q: 3 clusters Score -2387738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2387770.000000 Penalty: 4866.658203
	Iteration 48Q: 3 clusters Score -2387770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2387801.500000 Penalty: 4866.658203
	Iteration 49Q: 3 clusters Score -2387802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2387818.500000 Penalty: 4866.658203
	Iteration 50Q: 3 clusters Score -2387818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2387849.750000 Penalty: 4866.658203
	Iteration 51Q: 3 clusters Score -2387850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2387874.750000 Penalty: 4866.658203
	Iteration 52Q: 3 clusters Score -2387875 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2387903.000000 Penalty: 4866.658203
	Iteration 53Q: 3 clusters Score -2387903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2387917.250000 Penalty: 4866.658203
	Iteration 54Q: 3 clusters Score -2387917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2387935.000000 Penalty: 4866.658203
	Iteration 55Q: 3 clusters Score -2387935 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2387963.000000 Penalty: 4866.658203
	Iteration 56Q: 3 clusters Score -2387963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2387983.000000 Penalty: 4866.658203
	Iteration 57Q: 3 clusters Score -2387983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2388005.000000 Penalty: 4866.658203
	Iteration 58Q: 3 clusters Score -2388005 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2388028.250000 Penalty: 4866.658203
	Iteration 59Q: 3 clusters Score -2388028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2388046.250000 Penalty: 4866.658203
	Iteration 60F: 3 clusters Score -2388046 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2388059.750000 Penalty: 4866.658203
	Iteration 61Q: 3 clusters Score -2388060 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2388063.750000 Penalty: 4866.658203
	Iteration 62Q: 3 clusters Score -2388064 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2388067.750000 Penalty: 4866.658203
	Iteration 63Q: 3 clusters Score -2388068 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2388082.750000 Penalty: 4866.658203
	Iteration 64Q: 3 clusters Score -2388083 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2388090.500000 Penalty: 4866.658203
	Iteration 65Q: 3 clusters Score -2388090 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2388105.000000 Penalty: 4866.658203
	Iteration 66Q: 3 clusters Score -2388105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2388116.000000 Penalty: 4866.658203
	Iteration 67Q: 3 clusters Score -2388116 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2388129.000000 Penalty: 4866.658203
	Iteration 68Q: 3 clusters Score -2388129 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2388136.500000 Penalty: 4866.658203
	Iteration 69Q: 3 clusters Score -2388136 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2388140.500000 Penalty: 4866.658203
	Iteration 70Q: 3 clusters Score -2388140 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2388145.500000 Penalty: 4866.658203
	Iteration 71Q: 3 clusters Score -2388146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2388152.000000 Penalty: 4866.658203
	Iteration 72Q: 3 clusters Score -2388152 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2388153.000000 Penalty: 4866.658203
	Iteration 73Q: 3 clusters Score -2388153 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2388156.750000 Penalty: 4866.658203
	Iteration 74Q: 3 clusters Score -2388157 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2388160.000000 Penalty: 4866.658203
	Iteration 75Q: 3 clusters Score -2388160 nChanged 13
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Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2388163.250000 Penalty: 4866.658203
	Iteration 76Q: 3 clusters Score -2388163 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2388165.000000 Penalty: 4866.658203
	Iteration 77Q: 3 clusters Score -2388165 nChanged 10
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Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2388164.500000 Penalty: 4866.658203
	Iteration 78Q: 3 clusters Score -2388164 nChanged 10
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Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2388168.750000 Penalty: 4866.658203
	Iteration 79Q: 3 clusters Score -2388169 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2388168.750000 Penalty: 4866.658203
	Iteration 80F: 3 clusters Score -2388169 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2388173.500000 Penalty: 4866.658203
	Iteration 81Q: 3 clusters Score -2388174 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2388173.000000 Penalty: 4866.658203
	Iteration 82Q: 3 clusters Score -2388173 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2388176.500000 Penalty: 4866.658203
	Iteration 83Q: 3 clusters Score -2388176 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16394 members 
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Entering Unmasked Estep 
Score: -2388181.000000 Penalty: 4866.658203
	Iteration 84Q: 3 clusters Score -2388181 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16406 members 
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Entering Unmasked Estep 
Score: -2388184.000000 Penalty: 4866.658203
	Iteration 85Q: 3 clusters Score -2388184 nChanged 8
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Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2388185.750000 Penalty: 4866.658203
	Iteration 86Q: 3 clusters Score -2388186 nChanged 8
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Mstep: Class 1 contains 16420 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2388187 nChanged 10
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Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2388189 nChanged 8
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Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2388190 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16438 members 
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Entering Unmasked Estep 
Score: -2388198.500000 Penalty: 4866.658203
	Iteration 90Q: 3 clusters Score -2388198 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16444 members 
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Entering Unmasked Estep 
Score: -2388201.000000 Penalty: 4866.658203
	Iteration 91Q: 3 clusters Score -2388201 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2388197.000000 Penalty: 4866.658203
	Iteration 92Q: 3 clusters Score -2388197 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2388200.500000 Penalty: 4866.658203
	Iteration 93Q: 3 clusters Score -2388200 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2388202.000000 Penalty: 4866.658203
	Iteration 94Q: 3 clusters Score -2388202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2388208.250000 Penalty: 4866.658203
	Iteration 95Q: 3 clusters Score -2388208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2388203.250000 Penalty: 4866.658203
	Iteration 96Q: 3 clusters Score -2388203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2388208.250000 Penalty: 4866.658203
	Iteration 97Q: 3 clusters Score -2388208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2388212.250000 Penalty: 4866.658203
	Iteration 98Q: 3 clusters Score -2388212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2388211.000000 Penalty: 4866.658203
	Iteration 99Q: 3 clusters Score -2388211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2388208.000000 Penalty: 4866.658203
	Iteration 100F: 3 clusters Score -2388208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2388213.500000 Penalty: 4866.658203
	Iteration 101Q: 3 clusters Score -2388214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2388215.750000 Penalty: 4866.658203
	Iteration 102Q: 3 clusters Score -2388216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2388218.250000 Penalty: 4866.658203
	Iteration 103Q: 3 clusters Score -2388218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2388226.250000 Penalty: 4866.658203
	Iteration 104Q: 3 clusters Score -2388226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2388226.000000 Penalty: 4866.658203
	Iteration 105Q: 3 clusters Score -2388226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2388225.000000 Penalty: 4866.658203
	Iteration 106Q: 3 clusters Score -2388225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2388224.250000 Penalty: 4866.658203
	Iteration 107Q: 3 clusters Score -2388224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2388228.500000 Penalty: 4866.658203
	Iteration 108Q: 3 clusters Score -2388228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2388229.000000 Penalty: 4866.658203
	Iteration 109Q: 3 clusters Score -2388229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2388232.250000 Penalty: 4866.658203
	Iteration 110Q: 3 clusters Score -2388232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2388230.500000 Penalty: 4866.658203
	Iteration 111Q: 3 clusters Score -2388230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2388229.750000 Penalty: 4866.658203
	Iteration 112Q: 3 clusters Score -2388230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2388233.250000 Penalty: 4866.658203
	Iteration 113Q: 3 clusters Score -2388233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2388235.500000 Penalty: 4866.658203
	Iteration 114Q: 3 clusters Score -2388236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2388237.500000 Penalty: 4866.658203
	Iteration 115Q: 3 clusters Score -2388238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2388236.500000 Penalty: 4866.658203
	Iteration 116Q: 3 clusters Score -2388236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2388239.750000 Penalty: 4866.658203
	Iteration 117Q: 3 clusters Score -2388240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2388240.750000 Penalty: 4866.658203
	Iteration 118Q: 3 clusters Score -2388241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2388240.000000 Penalty: 4866.658203
	Iteration 119Q: 3 clusters Score -2388240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2388239.250000 Penalty: 4866.658203
	Iteration 120F: 3 clusters Score -2388239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2388243.000000 Penalty: 4866.658203
	Iteration 121Q: 3 clusters Score -2388243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2388242.250000 Penalty: 4866.658203
	Iteration 122Q: 3 clusters Score -2388242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2388245.000000 Penalty: 4866.658203
	Iteration 123Q: 3 clusters Score -2388245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2388245.000000 Penalty: 4866.658203
	Iteration 124F: 3 clusters Score -2388245 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 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 284 members 
Entering Unmasked Estep 
Score: -56452.531250 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56452.53 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56937.972656 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -56937.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57199.425781 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57199.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57347.773438 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -57347.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57512.609375 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -57512.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57625.898438 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -57625.9 nChanged 13
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: -57670.078125 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -57670.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57685.988281 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -57685.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57708.019531 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -57708.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57720.167969 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -57720.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57742.785156 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -57742.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57747.003906 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -57747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57747.003906 Penalty: 3140.425049
	Iteration 12F: 3 clusters Score -57747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -488419.937500 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -488419.9 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 1840 members 
Entering Unmasked Estep 
Score: -484734.843750 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -484734.8 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -485531.781250 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -485531.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -485703.281250 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -485703.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -485791.781250 Penalty: 4067.615234
	Iteration 3Q: 3 clusters Score -485791.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -485847.843750 Penalty: 4067.615234
	Iteration 4Q: 3 clusters Score -485847.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -485889.718750 Penalty: 4067.615234
	Iteration 5Q: 3 clusters Score -485889.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -485929.187500 Penalty: 4067.615234
	Iteration 6Q: 3 clusters Score -485929.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -485956.062500 Penalty: 4067.615234
	Iteration 7Q: 3 clusters Score -485956.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -485973.250000 Penalty: 4067.615234
	Iteration 8Q: 3 clusters Score -485973.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -485986.781250 Penalty: 4067.615234
	Iteration 9Q: 3 clusters Score -485986.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -485999.156250 Penalty: 4067.615234
	Iteration 10Q: 3 clusters Score -485999.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -486012.375000 Penalty: 4067.615234
	Iteration 11Q: 3 clusters Score -486012.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -486021.250000 Penalty: 4067.615234
	Iteration 12Q: 3 clusters Score -486021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -486029.343750 Penalty: 4067.615234
	Iteration 13Q: 3 clusters Score -486029.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -486035.187500 Penalty: 4067.615234
	Iteration 14Q: 3 clusters Score -486035.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -486040.187500 Penalty: 4067.615234
	Iteration 15Q: 3 clusters Score -486040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -486042.718750 Penalty: 4067.615234
	Iteration 16Q: 3 clusters Score -486042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -486044.375000 Penalty: 4067.615234
	Iteration 17Q: 3 clusters Score -486044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -486044.906250 Penalty: 4067.615234
	Iteration 18Q: 3 clusters Score -486044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -486045.562500 Penalty: 4067.615234
	Iteration 19Q: 3 clusters Score -486045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -486046.625000 Penalty: 4067.615234
	Iteration 20F: 3 clusters Score -486046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -486049.531250 Penalty: 4067.615234
	Iteration 21Q: 3 clusters Score -486049.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -486053.406250 Penalty: 4067.615234
	Iteration 22Q: 3 clusters Score -486053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -486055.531250 Penalty: 4067.615234
	Iteration 23Q: 3 clusters Score -486055.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -486058.718750 Penalty: 4067.615234
	Iteration 24Q: 3 clusters Score -486058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -486059.187500 Penalty: 4067.615234
	Iteration 25Q: 3 clusters Score -486059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -486059.812500 Penalty: 4067.615234
	Iteration 26Q: 3 clusters Score -486059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -486061.906250 Penalty: 4067.615234
	Iteration 27Q: 3 clusters Score -486061.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -486064.968750 Penalty: 4067.615234
	Iteration 28Q: 3 clusters Score -486065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -486068.562500 Penalty: 4067.615234
	Iteration 29Q: 3 clusters Score -486068.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -486071.875000 Penalty: 4067.615234
	Iteration 30Q: 3 clusters Score -486071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -486073.500000 Penalty: 4067.615234
	Iteration 31Q: 3 clusters Score -486073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -486074.468750 Penalty: 4067.615234
	Iteration 32Q: 3 clusters Score -486074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -486075.125000 Penalty: 4067.615234
	Iteration 33Q: 3 clusters Score -486075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -486076.625000 Penalty: 4067.615234
	Iteration 34Q: 3 clusters Score -486076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -486078.187500 Penalty: 4067.615234
	Iteration 35Q: 3 clusters Score -486078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -486078.875000 Penalty: 4067.615234
	Iteration 36Q: 3 clusters Score -486078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -486080.875000 Penalty: 4067.615234
	Iteration 37Q: 3 clusters Score -486080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -486083.031250 Penalty: 4067.615234
	Iteration 38Q: 3 clusters Score -486083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -486084.156250 Penalty: 4067.615234
	Iteration 39Q: 3 clusters Score -486084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -486086.906250 Penalty: 4067.615234
	Iteration 40F: 3 clusters Score -486086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -486089.843750 Penalty: 4067.615234
	Iteration 41Q: 3 clusters Score -486089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -486092.875000 Penalty: 4067.615234
	Iteration 42Q: 3 clusters Score -486092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -486093.781250 Penalty: 4067.615234
	Iteration 43Q: 3 clusters Score -486093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -486095.406250 Penalty: 4067.615234
	Iteration 44Q: 3 clusters Score -486095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -486096.906250 Penalty: 4067.615234
	Iteration 45Q: 3 clusters Score -486096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -486097.187500 Penalty: 4067.615234
	Iteration 46Q: 3 clusters Score -486097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -486098.093750 Penalty: 4067.615234
	Iteration 47Q: 3 clusters Score -486098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -486098.093750 Penalty: 4067.615234
	Iteration 48F: 3 clusters Score -486098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Entering Unmasked Estep 
Score: -6712894.000000 Penalty: 2679.330322
	Iteration 0F: 2 clusters Score -6712894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6679767.000000 Penalty: 5358.660645
	Iteration 0F: 3 clusters Score -6679767 nChanged 22773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6692192.500000 Penalty: 5358.660645
	Iteration 1F: 3 clusters Score -6692192 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6692686.500000 Penalty: 5358.660645
	Iteration 2Q: 3 clusters Score -6692686 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6693387.000000 Penalty: 5358.660645
	Iteration 3Q: 3 clusters Score -6693387 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6694310.000000 Penalty: 5358.660645
	Iteration 4Q: 3 clusters Score -6694310 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -6695800.500000 Penalty: 5358.660645
	Iteration 5F: 3 clusters Score -6695800 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -6698064.500000 Penalty: 5358.660645
	Iteration 6F: 3 clusters Score -6698064 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -6701374.000000 Penalty: 5358.660645
	Iteration 7F: 3 clusters Score -6701374 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6705032.500000 Penalty: 5358.660645
	Iteration 8F: 3 clusters Score -6705032 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -6707841.500000 Penalty: 5358.660645
	Iteration 9F: 3 clusters Score -6707842 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6709370.500000 Penalty: 5358.660645
	Iteration 10Q: 3 clusters Score -6709370 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6709984.000000 Penalty: 5358.660645
	Iteration 11Q: 3 clusters Score -6709984 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -6710302.000000 Penalty: 5358.660645
	Iteration 12Q: 3 clusters Score -6710302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -6710437.500000 Penalty: 5358.660645
	Iteration 13Q: 3 clusters Score -6710438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -6710490.000000 Penalty: 5358.660645
	Iteration 14Q: 3 clusters Score -6710490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6710522.500000 Penalty: 5358.660645
	Iteration 15Q: 3 clusters Score -6710522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -6710554.000000 Penalty: 5358.660645
	Iteration 16Q: 3 clusters Score -6710554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6710570.000000 Penalty: 5358.660645
	Iteration 17Q: 3 clusters Score -6710570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6710577.500000 Penalty: 5358.660645
	Iteration 18Q: 3 clusters Score -6710578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6710586.000000 Penalty: 5358.660645
	Iteration 19Q: 3 clusters Score -6710586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -6710589.000000 Penalty: 5358.660645
	Iteration 20F: 3 clusters Score -6710589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6710588.500000 Penalty: 5358.660645
	Iteration 21Q: 3 clusters Score -6710588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -6710600.500000 Penalty: 5358.660645
	Iteration 22Q: 3 clusters Score -6710600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6710614.000000 Penalty: 5358.660645
	Iteration 23Q: 3 clusters Score -6710614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -6710620.000000 Penalty: 5358.660645
	Iteration 24Q: 3 clusters Score -6710620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6710628.500000 Penalty: 5358.660645
	Iteration 25Q: 3 clusters Score -6710628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -6710625.500000 Penalty: 5358.660645
	Iteration 26Q: 3 clusters Score -6710626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6710622.000000 Penalty: 5358.660645
	Iteration 27Q: 3 clusters Score -6710622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6710626.500000 Penalty: 5358.660645
	Iteration 28Q: 3 clusters Score -6710626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6710624.000000 Penalty: 5358.660645
	Iteration 29Q: 3 clusters Score -6710624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -6710630.000000 Penalty: 5358.660645
	Iteration 30Q: 3 clusters Score -6710630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6710625.000000 Penalty: 5358.660645
	Iteration 31Q: 3 clusters Score -6710625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6710625.000000 Penalty: 5358.660645
	Iteration 32F: 3 clusters Score -6710625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 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 292 members 
Entering Unmasked Estep 
Score: -68433.484375 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68433.48 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68793.312500 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68793.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69053.070312 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69053.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69226.820312 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -69226.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69352.789062 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -69352.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69452.507812 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69452.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69524.085938 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69524.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69582.789062 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69582.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69620.296875 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69636.648438 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69636.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69671.304688 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69701.210938 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -69701.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69723.476562 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -69723.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69745.718750 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -69745.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69766.875000 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -69766.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69801.773438 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -69801.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69817.484375 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -69817.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69857.890625 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -69857.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69888.898438 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -69888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69949.992188 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -69949.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70020.687500 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -70020.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70099.843750 Penalty: 3168.726318
	Iteration 21Q: 3 clusters Score -70099.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70169.468750 Penalty: 3168.726318
	Iteration 22Q: 3 clusters Score -70169.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70188.367188 Penalty: 3168.726318
	Iteration 23Q: 3 clusters Score -70188.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70198.453125 Penalty: 3168.726318
	Iteration 24Q: 3 clusters Score -70198.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70198.453125 Penalty: 3168.726318
	Iteration 25F: 3 clusters Score -70198.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 171786 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 147168 members 
Mstep: Class 7 contains 131908 members 
Mstep: Class 8 contains 13284 members 
Mstep: Class 9 contains 174898 members 
Mstep: Class 10 contains 43426 members 
Mstep: Class 11 contains 18248 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70453 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31267 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1727 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 424 members 
Entering Unmasked Estep 
Score: -126426512.000000 Penalty: 92212.148438
Splitting cluster 15 changes total score from -126428048.000000 to -126426512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Entering Unmasked Estep 
Score: -1001447.375000 Penalty: 2207.876465
	Iteration 0F: 2 clusters Score -1001447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -995404.937500 Penalty: 4415.752930
	Iteration 0F: 3 clusters Score -995404.9 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -996979.187500 Penalty: 4415.752930
	Iteration 1F: 3 clusters Score -996979.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -997217.500000 Penalty: 4415.752930
	Iteration 2F: 3 clusters Score -997217.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -997376.250000 Penalty: 4415.752930
	Iteration 3F: 3 clusters Score -997376.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -997499.875000 Penalty: 4415.752930
	Iteration 4Q: 3 clusters Score -997499.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -997605.125000 Penalty: 4415.752930
	Iteration 5Q: 3 clusters Score -997605.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -997695.937500 Penalty: 4415.752930
	Iteration 6Q: 3 clusters Score -997695.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -997776.875000 Penalty: 4415.752930
	Iteration 7Q: 3 clusters Score -997776.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -997842.125000 Penalty: 4415.752930
	Iteration 8Q: 3 clusters Score -997842.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -997886.375000 Penalty: 4415.752930
	Iteration 9Q: 3 clusters Score -997886.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -997928.937500 Penalty: 4415.752930
	Iteration 10Q: 3 clusters Score -997928.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -997983.937500 Penalty: 4415.752930
	Iteration 11Q: 3 clusters Score -997983.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -998051.437500 Penalty: 4415.752930
	Iteration 12Q: 3 clusters Score -998051.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -998136.250000 Penalty: 4415.752930
	Iteration 13Q: 3 clusters Score -998136.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -998221.187500 Penalty: 4415.752930
	Iteration 14Q: 3 clusters Score -998221.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -998299.062500 Penalty: 4415.752930
	Iteration 15Q: 3 clusters Score -998299.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -998380.562500 Penalty: 4415.752930
	Iteration 16Q: 3 clusters Score -998380.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -998470.562500 Penalty: 4415.752930
	Iteration 17Q: 3 clusters Score -998470.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -998581.812500 Penalty: 4415.752930
	Iteration 18Q: 3 clusters Score -998581.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -998689.375000 Penalty: 4415.752930
	Iteration 19Q: 3 clusters Score -998689.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -998794.812500 Penalty: 4415.752930
	Iteration 20F: 3 clusters Score -998794.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -998882.125000 Penalty: 4415.752930
	Iteration 21Q: 3 clusters Score -998882.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -998960.500000 Penalty: 4415.752930
	Iteration 22Q: 3 clusters Score -998960.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -999033.937500 Penalty: 4415.752930
	Iteration 23Q: 3 clusters Score -999033.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -999084.625000 Penalty: 4415.752930
	Iteration 24Q: 3 clusters Score -999084.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -999126.937500 Penalty: 4415.752930
	Iteration 25Q: 3 clusters Score -999126.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -999171.875000 Penalty: 4415.752930
	Iteration 26Q: 3 clusters Score -999171.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -999211.562500 Penalty: 4415.752930
	Iteration 27Q: 3 clusters Score -999211.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -999236.375000 Penalty: 4415.752930
	Iteration 28Q: 3 clusters Score -999236.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -999275.562500 Penalty: 4415.752930
	Iteration 29Q: 3 clusters Score -999275.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -999307.437500 Penalty: 4415.752930
	Iteration 30Q: 3 clusters Score -999307.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -999329.625000 Penalty: 4415.752930
	Iteration 31Q: 3 clusters Score -999329.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -999349.812500 Penalty: 4415.752930
	Iteration 32Q: 3 clusters Score -999349.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -999366.750000 Penalty: 4415.752930
	Iteration 33Q: 3 clusters Score -999366.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -999387.625000 Penalty: 4415.752930
	Iteration 34Q: 3 clusters Score -999387.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -999408.125000 Penalty: 4415.752930
	Iteration 35Q: 3 clusters Score -999408.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -999428.687500 Penalty: 4415.752930
	Iteration 36Q: 3 clusters Score -999428.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -999449.750000 Penalty: 4415.752930
	Iteration 37Q: 3 clusters Score -999449.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -999462.187500 Penalty: 4415.752930
	Iteration 38Q: 3 clusters Score -999462.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -999470.625000 Penalty: 4415.752930
	Iteration 39Q: 3 clusters Score -999470.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -999479.125000 Penalty: 4415.752930
	Iteration 40F: 3 clusters Score -999479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -999490.562500 Penalty: 4415.752930
	Iteration 41Q: 3 clusters Score -999490.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -999502.125000 Penalty: 4415.752930
	Iteration 42Q: 3 clusters Score -999502.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -999511.812500 Penalty: 4415.752930
	Iteration 43Q: 3 clusters Score -999511.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -999520.937500 Penalty: 4415.752930
	Iteration 44Q: 3 clusters Score -999520.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -999527.250000 Penalty: 4415.752930
	Iteration 45Q: 3 clusters Score -999527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -999534.812500 Penalty: 4415.752930
	Iteration 46Q: 3 clusters Score -999534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -999541.812500 Penalty: 4415.752930
	Iteration 47Q: 3 clusters Score -999541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -999544.750000 Penalty: 4415.752930
	Iteration 48Q: 3 clusters Score -999544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -999551.875000 Penalty: 4415.752930
	Iteration 49Q: 3 clusters Score -999551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -999557.437500 Penalty: 4415.752930
	Iteration 50Q: 3 clusters Score -999557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -999562.062500 Penalty: 4415.752930
	Iteration 51Q: 3 clusters Score -999562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -999565.625000 Penalty: 4415.752930
	Iteration 52Q: 3 clusters Score -999565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -999568.750000 Penalty: 4415.752930
	Iteration 53Q: 3 clusters Score -999568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -999572.812500 Penalty: 4415.752930
	Iteration 54Q: 3 clusters Score -999572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -999574.250000 Penalty: 4415.752930
	Iteration 55Q: 3 clusters Score -999574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -999574.375000 Penalty: 4415.752930
	Iteration 56Q: 3 clusters Score -999574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -999575.062500 Penalty: 4415.752930
	Iteration 57Q: 3 clusters Score -999575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -999575.562500 Penalty: 4415.752930
	Iteration 58Q: 3 clusters Score -999575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -999577.875000 Penalty: 4415.752930
	Iteration 59Q: 3 clusters Score -999577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -999579.812500 Penalty: 4415.752930
	Iteration 60F: 3 clusters Score -999579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -999581.375000 Penalty: 4415.752930
	Iteration 61Q: 3 clusters Score -999581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -999583.562500 Penalty: 4415.752930
	Iteration 62Q: 3 clusters Score -999583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -999584.375000 Penalty: 4415.752930
	Iteration 63Q: 3 clusters Score -999584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -999586.937500 Penalty: 4415.752930
	Iteration 64Q: 3 clusters Score -999586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -999587.875000 Penalty: 4415.752930
	Iteration 65Q: 3 clusters Score -999587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -999591.312500 Penalty: 4415.752930
	Iteration 66Q: 3 clusters Score -999591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -999594.437500 Penalty: 4415.752930
	Iteration 67Q: 3 clusters Score -999594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -999592.937500 Penalty: 4415.752930
	Iteration 68Q: 3 clusters Score -999592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -999595.375000 Penalty: 4415.752930
	Iteration 69Q: 3 clusters Score -999595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -999595.125000 Penalty: 4415.752930
	Iteration 70Q: 3 clusters Score -999595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -999594.875000 Penalty: 4415.752930
	Iteration 71Q: 3 clusters Score -999594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -999594.875000 Penalty: 4415.752930
	Iteration 72F: 3 clusters Score -999594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -917558.750000 Penalty: 2200.342041
	Iteration 0F: 2 clusters Score -917558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -911700.687500 Penalty: 4400.684082
	Iteration 0F: 3 clusters Score -911700.7 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -913419.812500 Penalty: 4400.684082
	Iteration 1F: 3 clusters Score -913419.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -913899.062500 Penalty: 4400.684082
	Iteration 2F: 3 clusters Score -913899.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -914322.250000 Penalty: 4400.684082
	Iteration 3F: 3 clusters Score -914322.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -914695.500000 Penalty: 4400.684082
	Iteration 4F: 3 clusters Score -914695.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -915090.000000 Penalty: 4400.684082
	Iteration 5F: 3 clusters Score -915090 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -915457.937500 Penalty: 4400.684082
	Iteration 6F: 3 clusters Score -915457.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -915766.937500 Penalty: 4400.684082
	Iteration 7F: 3 clusters Score -915766.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -915995.187500 Penalty: 4400.684082
	Iteration 8Q: 3 clusters Score -915995.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -916152.125000 Penalty: 4400.684082
	Iteration 9Q: 3 clusters Score -916152.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -916256.500000 Penalty: 4400.684082
	Iteration 10Q: 3 clusters Score -916256.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -916345.375000 Penalty: 4400.684082
	Iteration 11Q: 3 clusters Score -916345.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -916394.562500 Penalty: 4400.684082
	Iteration 12Q: 3 clusters Score -916394.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -916434.875000 Penalty: 4400.684082
	Iteration 13Q: 3 clusters Score -916434.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -916464.125000 Penalty: 4400.684082
	Iteration 14Q: 3 clusters Score -916464.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -916483.187500 Penalty: 4400.684082
	Iteration 15Q: 3 clusters Score -916483.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -916496.500000 Penalty: 4400.684082
	Iteration 16Q: 3 clusters Score -916496.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -916508.125000 Penalty: 4400.684082
	Iteration 17Q: 3 clusters Score -916508.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -916516.062500 Penalty: 4400.684082
	Iteration 18Q: 3 clusters Score -916516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -916525.437500 Penalty: 4400.684082
	Iteration 19Q: 3 clusters Score -916525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -916530.437500 Penalty: 4400.684082
	Iteration 20F: 3 clusters Score -916530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -916535.250000 Penalty: 4400.684082
	Iteration 21Q: 3 clusters Score -916535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -916538.437500 Penalty: 4400.684082
	Iteration 22Q: 3 clusters Score -916538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -916542.500000 Penalty: 4400.684082
	Iteration 23Q: 3 clusters Score -916542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -916545.125000 Penalty: 4400.684082
	Iteration 24Q: 3 clusters Score -916545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -916546.000000 Penalty: 4400.684082
	Iteration 25Q: 3 clusters Score -916546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -916546.000000 Penalty: 4400.684082
	Iteration 26F: 3 clusters Score -916546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -63544.433594 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -63544.43 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 251 members 
Entering Unmasked Estep 
Score: -62016.339844 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -62016.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62187.191406 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -62187.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62231.398438 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -62231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62243.066406 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -62243.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62243.066406 Penalty: 3089.341309
	Iteration 4F: 3 clusters Score -62243.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Entering Unmasked Estep 
Score: -9287303.000000 Penalty: 2768.349854
	Iteration 0F: 2 clusters Score -9287303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -9240114.000000 Penalty: 5536.699707
	Iteration 0F: 3 clusters Score -9240114 nChanged 33095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -9258378.000000 Penalty: 5536.699707
	Iteration 1F: 3 clusters Score -9258378 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9258940.000000 Penalty: 5536.699707
	Iteration 2Q: 3 clusters Score -9258940 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -9259449.000000 Penalty: 5536.699707
	Iteration 3Q: 3 clusters Score -9259449 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -9260032.000000 Penalty: 5536.699707
	Iteration 4Q: 3 clusters Score -9260032 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -9260635.000000 Penalty: 5536.699707
	Iteration 5Q: 3 clusters Score -9260635 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -9261333.000000 Penalty: 5536.699707
	Iteration 6Q: 3 clusters Score -9261333 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -9262256.000000 Penalty: 5536.699707
	Iteration 7Q: 3 clusters Score -9262256 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -9263607.000000 Penalty: 5536.699707
	Iteration 8Q: 3 clusters Score -9263607 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -9265563.000000 Penalty: 5536.699707
	Iteration 9Q: 3 clusters Score -9265563 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -9268367.000000 Penalty: 5536.699707
	Iteration 10F: 3 clusters Score -9268367 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -9272062.000000 Penalty: 5536.699707
	Iteration 11F: 3 clusters Score -9272062 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -9276068.000000 Penalty: 5536.699707
	Iteration 12F: 3 clusters Score -9276068 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -9279438.000000 Penalty: 5536.699707
	Iteration 13F: 3 clusters Score -9279438 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -9281706.000000 Penalty: 5536.699707
	Iteration 14Q: 3 clusters Score -9281706 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -9283034.000000 Penalty: 5536.699707
	Iteration 15Q: 3 clusters Score -9283034 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9283845.000000 Penalty: 5536.699707
	Iteration 16Q: 3 clusters Score -9283845 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9284282.000000 Penalty: 5536.699707
	Iteration 17Q: 3 clusters Score -9284282 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9284546.000000 Penalty: 5536.699707
	Iteration 18Q: 3 clusters Score -9284546 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9284720.000000 Penalty: 5536.699707
	Iteration 19Q: 3 clusters Score -9284720 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9284825.000000 Penalty: 5536.699707
	Iteration 20F: 3 clusters Score -9284825 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9284871.000000 Penalty: 5536.699707
	Iteration 21Q: 3 clusters Score -9284871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9284907.000000 Penalty: 5536.699707
	Iteration 22Q: 3 clusters Score -9284907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9284921.000000 Penalty: 5536.699707
	Iteration 23Q: 3 clusters Score -9284921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9284925.000000 Penalty: 5536.699707
	Iteration 24Q: 3 clusters Score -9284925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9284939.000000 Penalty: 5536.699707
	Iteration 25Q: 3 clusters Score -9284939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9284964.000000 Penalty: 5536.699707
	Iteration 26Q: 3 clusters Score -9284964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9284957.000000 Penalty: 5536.699707
	Iteration 27Q: 3 clusters Score -9284957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9284979.000000 Penalty: 5536.699707
	Iteration 28Q: 3 clusters Score -9284979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9284984.000000 Penalty: 5536.699707
	Iteration 29Q: 3 clusters Score -9284984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9284989.000000 Penalty: 5536.699707
	Iteration 30Q: 3 clusters Score -9284989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9284994.000000 Penalty: 5536.699707
	Iteration 31Q: 3 clusters Score -9284994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9285003.000000 Penalty: 5536.699707
	Iteration 32Q: 3 clusters Score -9285003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9285003.000000 Penalty: 5536.699707
	Iteration 33Q: 3 clusters Score -9285003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9285021.000000 Penalty: 5536.699707
	Iteration 34Q: 3 clusters Score -9285021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9285015.000000 Penalty: 5536.699707
	Iteration 35Q: 3 clusters Score -9285015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9285027.000000 Penalty: 5536.699707
	Iteration 36Q: 3 clusters Score -9285027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9285024.000000 Penalty: 5536.699707
	Iteration 37Q: 3 clusters Score -9285024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9285021.000000 Penalty: 5536.699707
	Iteration 38Q: 3 clusters Score -9285021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9285024.000000 Penalty: 5536.699707
	Iteration 39Q: 3 clusters Score -9285024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9285033.000000 Penalty: 5536.699707
	Iteration 40F: 3 clusters Score -9285033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9285035.000000 Penalty: 5536.699707
	Iteration 41Q: 3 clusters Score -9285035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9285044.000000 Penalty: 5536.699707
	Iteration 42Q: 3 clusters Score -9285044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9285034.000000 Penalty: 5536.699707
	Iteration 43Q: 3 clusters Score -9285034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9285038.000000 Penalty: 5536.699707
	Iteration 44Q: 3 clusters Score -9285038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9285043.000000 Penalty: 5536.699707
	Iteration 45Q: 3 clusters Score -9285043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9285042.000000 Penalty: 5536.699707
	Iteration 46Q: 3 clusters Score -9285042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9285042.000000 Penalty: 5536.699707
	Iteration 47F: 3 clusters Score -9285042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71069.710938 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71069.71 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71339.046875 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71339.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71556.070312 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71556.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71673.859375 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -71673.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71785.750000 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -71785.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71840.101562 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71840.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71893.570312 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71893.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71956.914062 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -71956.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72039.718750 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -72039.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72095.695312 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -72095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72167.023438 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72167.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72205.156250 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72205.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72231.085938 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -72231.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72264.437500 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -72264.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72341.906250 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -72341.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72412.289062 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -72412.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72422.320312 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -72422.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72427.218750 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -72427.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72436.710938 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -72436.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72440.929688 Penalty: 3185.124756
	Iteration 19Q: 3 clusters Score -72440.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72446.195312 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -72446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72451.906250 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -72451.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72454.382812 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -72454.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72456.304688 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -72456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72460.468750 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -72460.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72461.351562 Penalty: 3185.124756
	Iteration 25Q: 3 clusters Score -72461.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72461.351562 Penalty: 3185.124756
	Iteration 26F: 3 clusters Score -72461.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Entering Unmasked Estep 
Score: -4062365.500000 Penalty: 2566.879150
	Iteration 0F: 2 clusters Score -4062366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4040928.750000 Penalty: 5133.758301
	Iteration 0F: 3 clusters Score -4040929 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4048767.250000 Penalty: 5133.758301
	Iteration 1F: 3 clusters Score -4048767 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4049596.000000 Penalty: 5133.758301
	Iteration 2F: 3 clusters Score -4049596 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4050582.500000 Penalty: 5133.758301
	Iteration 3F: 3 clusters Score -4050582 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4051805.000000 Penalty: 5133.758301
	Iteration 4F: 3 clusters Score -4051805 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4053201.250000 Penalty: 5133.758301
	Iteration 5F: 3 clusters Score -4053201 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4054743.250000 Penalty: 5133.758301
	Iteration 6F: 3 clusters Score -4054743 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -4056185.250000 Penalty: 5133.758301
	Iteration 7F: 3 clusters Score -4056185 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4057399.750000 Penalty: 5133.758301
	Iteration 8F: 3 clusters Score -4057400 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4058408.250000 Penalty: 5133.758301
	Iteration 9Q: 3 clusters Score -4058408 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4059164.750000 Penalty: 5133.758301
	Iteration 10Q: 3 clusters Score -4059165 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4059653.250000 Penalty: 5133.758301
	Iteration 11Q: 3 clusters Score -4059653 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4059938.750000 Penalty: 5133.758301
	Iteration 12Q: 3 clusters Score -4059939 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4060169.000000 Penalty: 5133.758301
	Iteration 13Q: 3 clusters Score -4060169 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4060360.000000 Penalty: 5133.758301
	Iteration 14Q: 3 clusters Score -4060360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4060515.000000 Penalty: 5133.758301
	Iteration 15Q: 3 clusters Score -4060515 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4060617.750000 Penalty: 5133.758301
	Iteration 16Q: 3 clusters Score -4060618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -4060726.250000 Penalty: 5133.758301
	Iteration 17Q: 3 clusters Score -4060726 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4060807.250000 Penalty: 5133.758301
	Iteration 18Q: 3 clusters Score -4060807 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4060863.000000 Penalty: 5133.758301
	Iteration 19Q: 3 clusters Score -4060863 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4060913.250000 Penalty: 5133.758301
	Iteration 20F: 3 clusters Score -4060913 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4060975.250000 Penalty: 5133.758301
	Iteration 21Q: 3 clusters Score -4060975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4061014.500000 Penalty: 5133.758301
	Iteration 22Q: 3 clusters Score -4061014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4061044.250000 Penalty: 5133.758301
	Iteration 23Q: 3 clusters Score -4061044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4061074.000000 Penalty: 5133.758301
	Iteration 24Q: 3 clusters Score -4061074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -4061115.000000 Penalty: 5133.758301
	Iteration 25Q: 3 clusters Score -4061115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4061120.250000 Penalty: 5133.758301
	Iteration 26Q: 3 clusters Score -4061120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4061147.250000 Penalty: 5133.758301
	Iteration 27Q: 3 clusters Score -4061147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4061162.750000 Penalty: 5133.758301
	Iteration 28Q: 3 clusters Score -4061163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4061158.500000 Penalty: 5133.758301
	Iteration 29Q: 3 clusters Score -4061158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4061165.000000 Penalty: 5133.758301
	Iteration 30Q: 3 clusters Score -4061165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -4061189.000000 Penalty: 5133.758301
	Iteration 31Q: 3 clusters Score -4061189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4061193.750000 Penalty: 5133.758301
	Iteration 32Q: 3 clusters Score -4061194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -4061207.000000 Penalty: 5133.758301
	Iteration 33Q: 3 clusters Score -4061207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4061218.250000 Penalty: 5133.758301
	Iteration 34Q: 3 clusters Score -4061218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4061227.500000 Penalty: 5133.758301
	Iteration 35Q: 3 clusters Score -4061228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4061236.250000 Penalty: 5133.758301
	Iteration 36Q: 3 clusters Score -4061236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4061250.250000 Penalty: 5133.758301
	Iteration 37Q: 3 clusters Score -4061250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4061252.750000 Penalty: 5133.758301
	Iteration 38Q: 3 clusters Score -4061253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4061259.750000 Penalty: 5133.758301
	Iteration 39Q: 3 clusters Score -4061260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4061256.000000 Penalty: 5133.758301
	Iteration 40F: 3 clusters Score -4061256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4061258.250000 Penalty: 5133.758301
	Iteration 41Q: 3 clusters Score -4061258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4061255.750000 Penalty: 5133.758301
	Iteration 42Q: 3 clusters Score -4061256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4061259.750000 Penalty: 5133.758301
	Iteration 43Q: 3 clusters Score -4061260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4061259.500000 Penalty: 5133.758301
	Iteration 44Q: 3 clusters Score -4061260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4061255.500000 Penalty: 5133.758301
	Iteration 45Q: 3 clusters Score -4061256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4061259.500000 Penalty: 5133.758301
	Iteration 46Q: 3 clusters Score -4061260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4061256.750000 Penalty: 5133.758301
	Iteration 47Q: 3 clusters Score -4061257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4061257.500000 Penalty: 5133.758301
	Iteration 48Q: 3 clusters Score -4061258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -4061260.750000 Penalty: 5133.758301
	Iteration 49Q: 3 clusters Score -4061261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4061258.250000 Penalty: 5133.758301
	Iteration 50Q: 3 clusters Score -4061258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4061251.750000 Penalty: 5133.758301
	Iteration 51Q: 3 clusters Score -4061252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4061252.500000 Penalty: 5133.758301
	Iteration 52Q: 3 clusters Score -4061252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -4061261.000000 Penalty: 5133.758301
	Iteration 53Q: 3 clusters Score -4061261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -4061262.750000 Penalty: 5133.758301
	Iteration 54Q: 3 clusters Score -4061263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4061261.500000 Penalty: 5133.758301
	Iteration 55Q: 3 clusters Score -4061262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4061268.750000 Penalty: 5133.758301
	Iteration 56Q: 3 clusters Score -4061269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4061266.750000 Penalty: 5133.758301
	Iteration 57Q: 3 clusters Score -4061267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4061269.250000 Penalty: 5133.758301
	Iteration 58Q: 3 clusters Score -4061269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -4061270.750000 Penalty: 5133.758301
	Iteration 59Q: 3 clusters Score -4061271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4061271.750000 Penalty: 5133.758301
	Iteration 60F: 3 clusters Score -4061272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4061269.750000 Penalty: 5133.758301
	Iteration 61Q: 3 clusters Score -4061270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4061269.750000 Penalty: 5133.758301
	Iteration 62F: 3 clusters Score -4061270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72243.406250 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72243.41 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72616.742188 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72616.74 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72804.132812 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -72804.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72913.531250 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -72913.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73004.906250 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -73004.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73100.726562 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73100.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73273.765625 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73273.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73561.789062 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73561.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73656.390625 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -73656.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73728.320312 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -73728.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73746.609375 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -73746.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73761.960938 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -73761.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73769.820312 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -73769.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73769.820312 Penalty: 3209.516602
	Iteration 13F: 3 clusters Score -73769.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 104 members 
Entering Unmasked Estep 
Score: -19641.445312 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19641.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19718.312500 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19718.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19751.535156 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19751.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19766.781250 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19766.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19766.781250 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -19766.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -78363.976562 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -78363.98 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 371 members 
Entering Unmasked Estep 
Score: -76775.765625 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -76775.77 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77194.351562 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -77194.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77352.390625 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -77352.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77440.843750 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -77440.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77496.195312 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -77496.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77550.820312 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -77550.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77590.976562 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -77590.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -77613.351562 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -77613.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77634.804688 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -77634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77650.882812 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -77650.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -77655.914062 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -77655.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77662.601562 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -77662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -77669.851562 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -77669.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -77673.773438 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -77673.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -77675.609375 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -77675.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -77678.226562 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -77678.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -77678.226562 Penalty: 3296.609619
	Iteration 16F: 3 clusters Score -77678.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -217488.078125 Penalty: 1848.626953
	Iteration 0F: 2 clusters Score -217488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -215060.890625 Penalty: 3697.253906
	Iteration 0F: 3 clusters Score -215060.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215475.843750 Penalty: 3697.253906
	Iteration 1F: 3 clusters Score -215475.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215630.671875 Penalty: 3697.253906
	Iteration 2F: 3 clusters Score -215630.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -215729.171875 Penalty: 3697.253906
	Iteration 3Q: 3 clusters Score -215729.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -215798.359375 Penalty: 3697.253906
	Iteration 4Q: 3 clusters Score -215798.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -215846.890625 Penalty: 3697.253906
	Iteration 5Q: 3 clusters Score -215846.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215890.421875 Penalty: 3697.253906
	Iteration 6Q: 3 clusters Score -215890.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -215935.078125 Penalty: 3697.253906
	Iteration 7Q: 3 clusters Score -215935.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -215996.921875 Penalty: 3697.253906
	Iteration 8Q: 3 clusters Score -215996.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -216063.296875 Penalty: 3697.253906
	Iteration 9Q: 3 clusters Score -216063.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -216135.453125 Penalty: 3697.253906
	Iteration 10Q: 3 clusters Score -216135.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -216185.671875 Penalty: 3697.253906
	Iteration 11Q: 3 clusters Score -216185.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -216233.218750 Penalty: 3697.253906
	Iteration 12Q: 3 clusters Score -216233.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -216274.828125 Penalty: 3697.253906
	Iteration 13Q: 3 clusters Score -216274.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -216321.406250 Penalty: 3697.253906
	Iteration 14Q: 3 clusters Score -216321.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -216364.203125 Penalty: 3697.253906
	Iteration 15Q: 3 clusters Score -216364.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -216411.250000 Penalty: 3697.253906
	Iteration 16Q: 3 clusters Score -216411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -216426.703125 Penalty: 3697.253906
	Iteration 17Q: 3 clusters Score -216426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -216446.937500 Penalty: 3697.253906
	Iteration 18Q: 3 clusters Score -216446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -216460.484375 Penalty: 3697.253906
	Iteration 19Q: 3 clusters Score -216460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -216481.656250 Penalty: 3697.253906
	Iteration 20F: 3 clusters Score -216481.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -216511.296875 Penalty: 3697.253906
	Iteration 21Q: 3 clusters Score -216511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -216523.515625 Penalty: 3697.253906
	Iteration 22Q: 3 clusters Score -216523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -216533.593750 Penalty: 3697.253906
	Iteration 23Q: 3 clusters Score -216533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -216541.750000 Penalty: 3697.253906
	Iteration 24Q: 3 clusters Score -216541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -216548.281250 Penalty: 3697.253906
	Iteration 25Q: 3 clusters Score -216548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -216556.015625 Penalty: 3697.253906
	Iteration 26Q: 3 clusters Score -216556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -216560.906250 Penalty: 3697.253906
	Iteration 27Q: 3 clusters Score -216560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -216564.609375 Penalty: 3697.253906
	Iteration 28Q: 3 clusters Score -216564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -216568.187500 Penalty: 3697.253906
	Iteration 29Q: 3 clusters Score -216568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -216571.156250 Penalty: 3697.253906
	Iteration 30Q: 3 clusters Score -216571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -216571.734375 Penalty: 3697.253906
	Iteration 31Q: 3 clusters Score -216571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -216574.703125 Penalty: 3697.253906
	Iteration 32Q: 3 clusters Score -216574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -216579.375000 Penalty: 3697.253906
	Iteration 33Q: 3 clusters Score -216579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -216582.265625 Penalty: 3697.253906
	Iteration 34Q: 3 clusters Score -216582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -216586.453125 Penalty: 3697.253906
	Iteration 35Q: 3 clusters Score -216586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -216592.250000 Penalty: 3697.253906
	Iteration 36Q: 3 clusters Score -216592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -216596.796875 Penalty: 3697.253906
	Iteration 37Q: 3 clusters Score -216596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -216598.890625 Penalty: 3697.253906
	Iteration 38Q: 3 clusters Score -216598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -216599.421875 Penalty: 3697.253906
	Iteration 39Q: 3 clusters Score -216599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -216601.046875 Penalty: 3697.253906
	Iteration 40F: 3 clusters Score -216601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 98 members 
Entering Unmasked Estep 
Score: -19122.978516 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19122.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19241.574219 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19241.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19271.220703 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19271.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19276.115234 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19276.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19276.115234 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19276.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 171786 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 147168 members 
Mstep: Class 7 contains 131908 members 
Mstep: Class 8 contains 13284 members 
Mstep: Class 9 contains 174898 members 
Mstep: Class 10 contains 43426 members 
Mstep: Class 11 contains 18248 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70453 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31267 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1727 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428176.000000 Penalty: 88796.882812
Iteration 279Q: 27 clusters Score -1.264282e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 171831 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 147124 members 
Mstep: Class 7 contains 131933 members 
Mstep: Class 8 contains 13284 members 
Mstep: Class 9 contains 174826 members 
Mstep: Class 10 contains 43469 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 49208 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70442 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31266 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428056.000000 Penalty: 88796.882812
Iteration 280F: 27 clusters Score -1.264281e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8864 members 
Mstep: Class 4 contains 171848 members 
Mstep: Class 5 contains 24406 members 
Mstep: Class 6 contains 147097 members 
Mstep: Class 7 contains 131940 members 
Mstep: Class 8 contains 13284 members 
Mstep: Class 9 contains 174766 members 
Mstep: Class 10 contains 43499 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49214 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70446 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31266 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428136.000000 Penalty: 88796.882812
Iteration 281Q: 27 clusters Score -1.264281e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8863 members 
Mstep: Class 4 contains 171854 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 147084 members 
Mstep: Class 7 contains 131944 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174725 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49210 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70440 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31264 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428272.000000 Penalty: 88796.882812
Iteration 282Q: 27 clusters Score -1.264283e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8864 members 
Mstep: Class 4 contains 171867 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 147080 members 
Mstep: Class 7 contains 131940 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174665 members 
Mstep: Class 10 contains 43582 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49210 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7440 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70428 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31263 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428144.000000 Penalty: 88796.882812
Iteration 283Q: 27 clusters Score -1.264281e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 171875 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 147073 members 
Mstep: Class 7 contains 131943 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174612 members 
Mstep: Class 10 contains 43633 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70421 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31257 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428152.000000 Penalty: 88796.882812
Iteration 284Q: 27 clusters Score -1.264282e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 171888 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 147049 members 
Mstep: Class 7 contains 131958 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174560 members 
Mstep: Class 10 contains 43681 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49224 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7473 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70420 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31251 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428064.000000 Penalty: 88796.882812
Iteration 285Q: 27 clusters Score -1.264281e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 171883 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 147041 members 
Mstep: Class 7 contains 131959 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174529 members 
Mstep: Class 10 contains 43719 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70420 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31245 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428096.000000 Penalty: 88796.882812
Iteration 286Q: 27 clusters Score -1.264281e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 171885 members 
Mstep: Class 5 contains 24405 members 
Mstep: Class 6 contains 147052 members 
Mstep: Class 7 contains 131942 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174510 members 
Mstep: Class 10 contains 43746 members 
Mstep: Class 11 contains 18232 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49238 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70410 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31241 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428000.000000 Penalty: 88796.882812
Iteration 287Q: 27 clusters Score -1.26428e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 171888 members 
Mstep: Class 5 contains 24406 members 
Mstep: Class 6 contains 147056 members 
Mstep: Class 7 contains 131938 members 
Mstep: Class 8 contains 13286 members 
Mstep: Class 9 contains 174498 members 
Mstep: Class 10 contains 43762 members 
Mstep: Class 11 contains 18230 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49238 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70399 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31236 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1733 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428000.000000 Penalty: 88796.882812
Iteration 288Q: 27 clusters Score -1.26428e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 171899 members 
Mstep: Class 5 contains 24406 members 
Mstep: Class 6 contains 147079 members 
Mstep: Class 7 contains 131920 members 
Mstep: Class 8 contains 13284 members 
Mstep: Class 9 contains 174470 members 
Mstep: Class 10 contains 43778 members 
Mstep: Class 11 contains 18230 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49240 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70393 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31235 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427960.000000 Penalty: 88796.882812
Iteration 289Q: 27 clusters Score -1.26428e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 171897 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 6 contains 147108 members 
Mstep: Class 7 contains 131908 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174430 members 
Mstep: Class 10 contains 43798 members 
Mstep: Class 11 contains 18229 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49232 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70392 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31232 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1734 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428040.000000 Penalty: 88796.882812
Iteration 290Q: 27 clusters Score -1.26428e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8886 members 
Mstep: Class 4 contains 171898 members 
Mstep: Class 5 contains 24404 members 
Mstep: Class 6 contains 147118 members 
Mstep: Class 7 contains 131896 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174400 members 
Mstep: Class 10 contains 43812 members 
Mstep: Class 11 contains 18227 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49235 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70390 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31230 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1734 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428096.000000 Penalty: 88796.882812
Iteration 291Q: 27 clusters Score -1.264281e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 171915 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 147135 members 
Mstep: Class 7 contains 131882 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174362 members 
Mstep: Class 10 contains 43824 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49231 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70383 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31228 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1735 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428136.000000 Penalty: 88796.882812
Iteration 292Q: 27 clusters Score -1.264281e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 171943 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 147136 members 
Mstep: Class 7 contains 131869 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174310 members 
Mstep: Class 10 contains 43844 members 
Mstep: Class 11 contains 18222 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49231 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70387 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31228 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1737 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428128.000000 Penalty: 88796.882812
Iteration 293Q: 27 clusters Score -1.264281e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 171946 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 147145 members 
Mstep: Class 7 contains 131855 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 174279 members 
Mstep: Class 10 contains 43857 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49230 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70393 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31227 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428152.000000 Penalty: 88796.882812
Iteration 294Q: 27 clusters Score -1.264282e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 171953 members 
Mstep: Class 5 contains 24421 members 
Mstep: Class 6 contains 147138 members 
Mstep: Class 7 contains 131841 members 
Mstep: Class 8 contains 13286 members 
Mstep: Class 9 contains 174254 members 
Mstep: Class 10 contains 43876 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 49227 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31227 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428168.000000 Penalty: 88796.882812
Iteration 295Q: 27 clusters Score -1.264282e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 171952 members 
Mstep: Class 5 contains 24421 members 
Mstep: Class 6 contains 147118 members 
Mstep: Class 7 contains 131836 members 
Mstep: Class 8 contains 13287 members 
Mstep: Class 9 contains 174256 members 
Mstep: Class 10 contains 43891 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 49221 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7595 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70406 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31226 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1741 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428176.000000 Penalty: 88796.882812
Iteration 296Q: 27 clusters Score -1.264282e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 171968 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 147112 members 
Mstep: Class 7 contains 131818 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 174238 members 
Mstep: Class 10 contains 43900 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70401 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31226 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428384.000000 Penalty: 88796.882812
Iteration 297Q: 27 clusters Score -1.264284e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 171983 members 
Mstep: Class 5 contains 24425 members 
Mstep: Class 6 contains 147097 members 
Mstep: Class 7 contains 131803 members 
Mstep: Class 8 contains 13289 members 
Mstep: Class 9 contains 174218 members 
Mstep: Class 10 contains 43918 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 49229 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70400 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31223 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428280.000000 Penalty: 88796.882812
Iteration 298Q: 27 clusters Score -1.264283e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8895 members 
Mstep: Class 4 contains 171989 members 
Mstep: Class 5 contains 24430 members 
Mstep: Class 6 contains 147080 members 
Mstep: Class 7 contains 131785 members 
Mstep: Class 8 contains 13289 members 
Mstep: Class 9 contains 174200 members 
Mstep: Class 10 contains 43939 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 49229 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70404 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31222 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428352.000000 Penalty: 88796.882812
Iteration 299Q: 27 clusters Score -1.264284e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 172002 members 
Mstep: Class 5 contains 24429 members 
Mstep: Class 6 contains 147075 members 
Mstep: Class 7 contains 131757 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 174187 members 
Mstep: Class 10 contains 43958 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 49227 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7665 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70410 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31219 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428416.000000 Penalty: 88796.882812
Iteration 300F: 27 clusters Score -1.264284e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 172013 members 
Mstep: Class 5 contains 24432 members 
Mstep: Class 6 contains 147074 members 
Mstep: Class 7 contains 131736 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 174164 members 
Mstep: Class 10 contains 43972 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7677 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70421 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 301Q: 27 clusters Score -1.264283e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 172024 members 
Mstep: Class 5 contains 24437 members 
Mstep: Class 6 contains 147081 members 
Mstep: Class 7 contains 131717 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 174127 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49220 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70422 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428304.000000 Penalty: 88796.882812
Iteration 302Q: 27 clusters Score -1.264283e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 172026 members 
Mstep: Class 5 contains 24444 members 
Mstep: Class 6 contains 147087 members 
Mstep: Class 7 contains 131692 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 174087 members 
Mstep: Class 10 contains 44025 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49214 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7723 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428224.000000 Penalty: 88796.882812
Iteration 303Q: 27 clusters Score -1.264282e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 172025 members 
Mstep: Class 5 contains 24451 members 
Mstep: Class 6 contains 147090 members 
Mstep: Class 7 contains 131669 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 174056 members 
Mstep: Class 10 contains 44051 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49210 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 7136 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70431 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1743 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 304Q: 27 clusters Score -1.264283e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 172021 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 147103 members 
Mstep: Class 7 contains 131652 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 174006 members 
Mstep: Class 10 contains 44083 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 70432 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 305Q: 27 clusters Score -1.264283e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 172021 members 
Mstep: Class 5 contains 24464 members 
Mstep: Class 6 contains 147122 members 
Mstep: Class 7 contains 131645 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 173935 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49200 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7787 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70442 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31219 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 306Q: 27 clusters Score -1.264283e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 172024 members 
Mstep: Class 5 contains 24466 members 
Mstep: Class 6 contains 147156 members 
Mstep: Class 7 contains 131638 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 173849 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7815 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70439 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31218 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428080.000000 Penalty: 88796.882812
Iteration 307Q: 27 clusters Score -1.264281e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 172019 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 147200 members 
Mstep: Class 7 contains 131626 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 173740 members 
Mstep: Class 10 contains 44207 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49203 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7840 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70445 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31218 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428184.000000 Penalty: 88796.882812
Iteration 308Q: 27 clusters Score -1.264282e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 172011 members 
Mstep: Class 5 contains 24472 members 
Mstep: Class 6 contains 147211 members 
Mstep: Class 7 contains 131622 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 173683 members 
Mstep: Class 10 contains 44238 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 7138 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70445 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31217 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428168.000000 Penalty: 88796.882812
Iteration 309Q: 27 clusters Score -1.264282e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 172000 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147216 members 
Mstep: Class 7 contains 131607 members 
Mstep: Class 8 contains 13292 members 
Mstep: Class 9 contains 173656 members 
Mstep: Class 10 contains 44258 members 
Mstep: Class 11 contains 18212 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7888 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70451 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31215 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428200.000000 Penalty: 88796.882812
Iteration 310Q: 27 clusters Score -1.264282e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 171997 members 
Mstep: Class 5 contains 24468 members 
Mstep: Class 6 contains 147231 members 
Mstep: Class 7 contains 131598 members 
Mstep: Class 8 contains 13292 members 
Mstep: Class 9 contains 173618 members 
Mstep: Class 10 contains 44271 members 
Mstep: Class 11 contains 18207 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49203 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7908 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70462 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31211 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428104.000000 Penalty: 88796.882812
Iteration 311Q: 27 clusters Score -1.264281e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 171991 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147241 members 
Mstep: Class 7 contains 131576 members 
Mstep: Class 8 contains 13293 members 
Mstep: Class 9 contains 173593 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 18205 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49201 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70461 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31209 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428024.000000 Penalty: 88796.882812
Iteration 312Q: 27 clusters Score -1.26428e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 171991 members 
Mstep: Class 5 contains 24475 members 
Mstep: Class 6 contains 147240 members 
Mstep: Class 7 contains 131549 members 
Mstep: Class 8 contains 13295 members 
Mstep: Class 9 contains 173563 members 
Mstep: Class 10 contains 44316 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49203 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7964 members 
Mstep: Class 17 contains 7143 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 70458 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31206 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428112.000000 Penalty: 88796.882812
Iteration 313Q: 27 clusters Score -1.264281e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 8906 members 
Mstep: Class 4 contains 172008 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 147237 members 
Mstep: Class 7 contains 131531 members 
Mstep: Class 8 contains 13296 members 
Mstep: Class 9 contains 173530 members 
Mstep: Class 10 contains 44337 members 
Mstep: Class 11 contains 18196 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 7994 members 
Mstep: Class 17 contains 7143 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70454 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31203 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428152.000000 Penalty: 88796.882812
Iteration 314Q: 27 clusters Score -1.264282e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8906 members 
Mstep: Class 4 contains 172019 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147238 members 
Mstep: Class 7 contains 131512 members 
Mstep: Class 8 contains 13297 members 
Mstep: Class 9 contains 173488 members 
Mstep: Class 10 contains 44361 members 
Mstep: Class 11 contains 18192 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49199 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 7144 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70457 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31200 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428176.000000 Penalty: 88796.882812
Iteration 315Q: 27 clusters Score -1.264282e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 172025 members 
Mstep: Class 5 contains 24470 members 
Mstep: Class 6 contains 147237 members 
Mstep: Class 7 contains 131491 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 173450 members 
Mstep: Class 10 contains 44399 members 
Mstep: Class 11 contains 18188 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49195 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 7144 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70461 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31196 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428088.000000 Penalty: 88796.882812
Iteration 316Q: 27 clusters Score -1.264281e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 172027 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 147238 members 
Mstep: Class 7 contains 131475 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 173422 members 
Mstep: Class 10 contains 44426 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49193 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70460 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31198 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427944.000000 Penalty: 88796.882812
Iteration 317Q: 27 clusters Score -1.264279e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 172033 members 
Mstep: Class 5 contains 24468 members 
Mstep: Class 6 contains 147223 members 
Mstep: Class 7 contains 131461 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 173389 members 
Mstep: Class 10 contains 44463 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49189 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8101 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70467 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31195 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428136.000000 Penalty: 88796.882812
Iteration 318Q: 27 clusters Score -1.264281e+08 nChanged 276
Entering ConstructFrom: 
Score: -126428136.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Entering Unmasked Estep 
Score: -5503217.000000 Penalty: 2629.430420
	Iteration 0F: 2 clusters Score -5503217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -5475951.500000 Penalty: 5258.860840
	Iteration 0F: 3 clusters Score -5475952 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5486164.000000 Penalty: 5258.860840
	Iteration 1F: 3 clusters Score -5486164 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5486677.000000 Penalty: 5258.860840
	Iteration 2Q: 3 clusters Score -5486677 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5487195.500000 Penalty: 5258.860840
	Iteration 3Q: 3 clusters Score -5487196 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5487704.500000 Penalty: 5258.860840
	Iteration 4Q: 3 clusters Score -5487704 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5488346.500000 Penalty: 5258.860840
	Iteration 5Q: 3 clusters Score -5488346 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5489231.000000 Penalty: 5258.860840
	Iteration 6Q: 3 clusters Score -5489231 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5490502.000000 Penalty: 5258.860840
	Iteration 7F: 3 clusters Score -5490502 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5492376.500000 Penalty: 5258.860840
	Iteration 8F: 3 clusters Score -5492376 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -5494653.000000 Penalty: 5258.860840
	Iteration 9F: 3 clusters Score -5494653 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -5497015.500000 Penalty: 5258.860840
	Iteration 10F: 3 clusters Score -5497016 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5498757.500000 Penalty: 5258.860840
	Iteration 11Q: 3 clusters Score -5498758 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5499793.000000 Penalty: 5258.860840
	Iteration 12Q: 3 clusters Score -5499793 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5500332.000000 Penalty: 5258.860840
	Iteration 13Q: 3 clusters Score -5500332 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5500633.000000 Penalty: 5258.860840
	Iteration 14Q: 3 clusters Score -5500633 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5500764.000000 Penalty: 5258.860840
	Iteration 15Q: 3 clusters Score -5500764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5500871.000000 Penalty: 5258.860840
	Iteration 16Q: 3 clusters Score -5500871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5500937.500000 Penalty: 5258.860840
	Iteration 17Q: 3 clusters Score -5500938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -5500971.500000 Penalty: 5258.860840
	Iteration 18Q: 3 clusters Score -5500972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5500995.000000 Penalty: 5258.860840
	Iteration 19Q: 3 clusters Score -5500995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5501015.000000 Penalty: 5258.860840
	Iteration 20F: 3 clusters Score -5501015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5501025.000000 Penalty: 5258.860840
	Iteration 21Q: 3 clusters Score -5501025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5501042.000000 Penalty: 5258.860840
	Iteration 22Q: 3 clusters Score -5501042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5501061.000000 Penalty: 5258.860840
	Iteration 23Q: 3 clusters Score -5501061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5501071.000000 Penalty: 5258.860840
	Iteration 24Q: 3 clusters Score -5501071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5501079.000000 Penalty: 5258.860840
	Iteration 25Q: 3 clusters Score -5501079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5501079.000000 Penalty: 5258.860840
	Iteration 26Q: 3 clusters Score -5501079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5501091.000000 Penalty: 5258.860840
	Iteration 27Q: 3 clusters Score -5501091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5501099.500000 Penalty: 5258.860840
	Iteration 28Q: 3 clusters Score -5501100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5501099.500000 Penalty: 5258.860840
	Iteration 29Q: 3 clusters Score -5501100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -5501099.000000 Penalty: 5258.860840
	Iteration 30Q: 3 clusters Score -5501099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -5501099.500000 Penalty: 5258.860840
	Iteration 31Q: 3 clusters Score -5501100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5501103.500000 Penalty: 5258.860840
	Iteration 32Q: 3 clusters Score -5501104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5501103.500000 Penalty: 5258.860840
	Iteration 33F: 3 clusters Score -5501104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -963561.875000 Penalty: 2209.825195
	Iteration 0F: 2 clusters Score -963561.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -957538.750000 Penalty: 4419.650391
	Iteration 0F: 3 clusters Score -957538.8 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -959239.437500 Penalty: 4419.650391
	Iteration 1F: 3 clusters Score -959239.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -959571.312500 Penalty: 4419.650391
	Iteration 2F: 3 clusters Score -959571.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -959803.875000 Penalty: 4419.650391
	Iteration 3F: 3 clusters Score -959803.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -959999.812500 Penalty: 4419.650391
	Iteration 4Q: 3 clusters Score -959999.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -960179.375000 Penalty: 4419.650391
	Iteration 5Q: 3 clusters Score -960179.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -960383.625000 Penalty: 4419.650391
	Iteration 6Q: 3 clusters Score -960383.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -960590.812500 Penalty: 4419.650391
	Iteration 7Q: 3 clusters Score -960590.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -960799.062500 Penalty: 4419.650391
	Iteration 8Q: 3 clusters Score -960799.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -960974.000000 Penalty: 4419.650391
	Iteration 9Q: 3 clusters Score -960974 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -961159.750000 Penalty: 4419.650391
	Iteration 10Q: 3 clusters Score -961159.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -961327.562500 Penalty: 4419.650391
	Iteration 11Q: 3 clusters Score -961327.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -961442.125000 Penalty: 4419.650391
	Iteration 12Q: 3 clusters Score -961442.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -961525.750000 Penalty: 4419.650391
	Iteration 13Q: 3 clusters Score -961525.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -961593.937500 Penalty: 4419.650391
	Iteration 14Q: 3 clusters Score -961593.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -961670.125000 Penalty: 4419.650391
	Iteration 15Q: 3 clusters Score -961670.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -961738.562500 Penalty: 4419.650391
	Iteration 16Q: 3 clusters Score -961738.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -961783.562500 Penalty: 4419.650391
	Iteration 17Q: 3 clusters Score -961783.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -961816.437500 Penalty: 4419.650391
	Iteration 18Q: 3 clusters Score -961816.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -961849.187500 Penalty: 4419.650391
	Iteration 19Q: 3 clusters Score -961849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -961871.625000 Penalty: 4419.650391
	Iteration 20F: 3 clusters Score -961871.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -961887.937500 Penalty: 4419.650391
	Iteration 21Q: 3 clusters Score -961887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -961896.250000 Penalty: 4419.650391
	Iteration 22Q: 3 clusters Score -961896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -961902.250000 Penalty: 4419.650391
	Iteration 23Q: 3 clusters Score -961902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -961907.375000 Penalty: 4419.650391
	Iteration 24Q: 3 clusters Score -961907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -961910.625000 Penalty: 4419.650391
	Iteration 25Q: 3 clusters Score -961910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -961911.812500 Penalty: 4419.650391
	Iteration 26Q: 3 clusters Score -961911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -961911.812500 Penalty: 4419.650391
	Iteration 27F: 3 clusters Score -961911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -1133356.750000 Penalty: 2255.681641
	Iteration 0F: 2 clusters Score -1133357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1126373.875000 Penalty: 4511.363281
	Iteration 0F: 3 clusters Score -1126374 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1128412.500000 Penalty: 4511.363281
	Iteration 1F: 3 clusters Score -1128412 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1128739.000000 Penalty: 4511.363281
	Iteration 2F: 3 clusters Score -1128739 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1128965.500000 Penalty: 4511.363281
	Iteration 3F: 3 clusters Score -1128966 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1129165.750000 Penalty: 4511.363281
	Iteration 4Q: 3 clusters Score -1129166 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1129354.750000 Penalty: 4511.363281
	Iteration 5Q: 3 clusters Score -1129355 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1129603.125000 Penalty: 4511.363281
	Iteration 6Q: 3 clusters Score -1129603 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1129866.625000 Penalty: 4511.363281
	Iteration 7Q: 3 clusters Score -1129867 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1130118.000000 Penalty: 4511.363281
	Iteration 8Q: 3 clusters Score -1130118 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1130380.750000 Penalty: 4511.363281
	Iteration 9Q: 3 clusters Score -1130381 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1130590.875000 Penalty: 4511.363281
	Iteration 10Q: 3 clusters Score -1130591 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1130779.250000 Penalty: 4511.363281
	Iteration 11Q: 3 clusters Score -1130779 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1130920.500000 Penalty: 4511.363281
	Iteration 12Q: 3 clusters Score -1130920 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1131037.875000 Penalty: 4511.363281
	Iteration 13Q: 3 clusters Score -1131038 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1131122.250000 Penalty: 4511.363281
	Iteration 14Q: 3 clusters Score -1131122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1131174.500000 Penalty: 4511.363281
	Iteration 15Q: 3 clusters Score -1131174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1131203.125000 Penalty: 4511.363281
	Iteration 16Q: 3 clusters Score -1131203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1131218.875000 Penalty: 4511.363281
	Iteration 17Q: 3 clusters Score -1131219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1131234.625000 Penalty: 4511.363281
	Iteration 18Q: 3 clusters Score -1131235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1131259.000000 Penalty: 4511.363281
	Iteration 19Q: 3 clusters Score -1131259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1131280.875000 Penalty: 4511.363281
	Iteration 20F: 3 clusters Score -1131281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1131293.375000 Penalty: 4511.363281
	Iteration 21Q: 3 clusters Score -1131293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1131301.125000 Penalty: 4511.363281
	Iteration 22Q: 3 clusters Score -1131301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1131305.750000 Penalty: 4511.363281
	Iteration 23Q: 3 clusters Score -1131306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1131308.250000 Penalty: 4511.363281
	Iteration 24Q: 3 clusters Score -1131308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1131317.500000 Penalty: 4511.363281
	Iteration 25Q: 3 clusters Score -1131318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1131318.250000 Penalty: 4511.363281
	Iteration 26Q: 3 clusters Score -1131318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1131327.250000 Penalty: 4511.363281
	Iteration 27Q: 3 clusters Score -1131327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1131325.875000 Penalty: 4511.363281
	Iteration 28Q: 3 clusters Score -1131326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1131330.500000 Penalty: 4511.363281
	Iteration 29Q: 3 clusters Score -1131330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1131328.625000 Penalty: 4511.363281
	Iteration 30Q: 3 clusters Score -1131329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1131328.000000 Penalty: 4511.363281
	Iteration 31Q: 3 clusters Score -1131328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1131330.500000 Penalty: 4511.363281
	Iteration 32Q: 3 clusters Score -1131330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1131330.125000 Penalty: 4511.363281
	Iteration 33Q: 3 clusters Score -1131330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1131330.500000 Penalty: 4511.363281
	Iteration 34Q: 3 clusters Score -1131330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1131330.500000 Penalty: 4511.363281
	Iteration 35F: 3 clusters Score -1131330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (172036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Entering Unmasked Estep 
Score: -23328904.000000 Penalty: 2989.753906
	Iteration 0F: 2 clusters Score -2.33289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -23217378.000000 Penalty: 5979.507812
	Iteration 0F: 3 clusters Score -2.321738e+07 nChanged 82612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -23265588.000000 Penalty: 5979.507812
	Iteration 1F: 3 clusters Score -2.326559e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -23267126.000000 Penalty: 5979.507812
	Iteration 2Q: 3 clusters Score -2.326713e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -23269700.000000 Penalty: 5979.507812
	Iteration 3Q: 3 clusters Score -2.32697e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -23274214.000000 Penalty: 5979.507812
	Iteration 4F: 3 clusters Score -2.327421e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -23281746.000000 Penalty: 5979.507812
	Iteration 5F: 3 clusters Score -2.328175e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 126852 members 
Entering Unmasked Estep 
Score: -23292938.000000 Penalty: 5979.507812
	Iteration 6F: 3 clusters Score -2.329294e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -23304786.000000 Penalty: 5979.507812
	Iteration 7F: 3 clusters Score -2.330479e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 147600 members 
Entering Unmasked Estep 
Score: -23314430.000000 Penalty: 5979.507812
	Iteration 8F: 3 clusters Score -2.331443e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -23319664.000000 Penalty: 5979.507812
	Iteration 9Q: 3 clusters Score -2.331966e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -23321642.000000 Penalty: 5979.507812
	Iteration 10Q: 3 clusters Score -2.332164e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -23322614.000000 Penalty: 5979.507812
	Iteration 11Q: 3 clusters Score -2.332261e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -23323164.000000 Penalty: 5979.507812
	Iteration 12Q: 3 clusters Score -2.332316e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 158924 members 
Entering Unmasked Estep 
Score: -23323642.000000 Penalty: 5979.507812
	Iteration 13Q: 3 clusters Score -2.332364e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 160099 members 
Entering Unmasked Estep 
Score: -23324032.000000 Penalty: 5979.507812
	Iteration 14Q: 3 clusters Score -2.332403e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -23324312.000000 Penalty: 5979.507812
	Iteration 15Q: 3 clusters Score -2.332431e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 162181 members 
Entering Unmasked Estep 
Score: -23324536.000000 Penalty: 5979.507812
	Iteration 16Q: 3 clusters Score -2.332454e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 163053 members 
Entering Unmasked Estep 
Score: -23324698.000000 Penalty: 5979.507812
	Iteration 17Q: 3 clusters Score -2.33247e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -23325024.000000 Penalty: 5979.507812
	Iteration 18Q: 3 clusters Score -2.332502e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 164577 members 
Entering Unmasked Estep 
Score: -23325232.000000 Penalty: 5979.507812
	Iteration 19Q: 3 clusters Score -2.332523e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -23325410.000000 Penalty: 5979.507812
	Iteration 20F: 3 clusters Score -2.332541e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 165835 members 
Entering Unmasked Estep 
Score: -23325654.000000 Penalty: 5979.507812
	Iteration 21Q: 3 clusters Score -2.332565e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -23325902.000000 Penalty: 5979.507812
	Iteration 22Q: 3 clusters Score -2.33259e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -23326084.000000 Penalty: 5979.507812
	Iteration 23Q: 3 clusters Score -2.332608e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 167337 members 
Entering Unmasked Estep 
Score: -23326236.000000 Penalty: 5979.507812
	Iteration 24Q: 3 clusters Score -2.332624e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -23326348.000000 Penalty: 5979.507812
	Iteration 25Q: 3 clusters Score -2.332635e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -23326462.000000 Penalty: 5979.507812
	Iteration 26Q: 3 clusters Score -2.332646e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 168451 members 
Entering Unmasked Estep 
Score: -23326662.000000 Penalty: 5979.507812
	Iteration 27Q: 3 clusters Score -2.332666e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 168753 members 
Entering Unmasked Estep 
Score: -23326652.000000 Penalty: 5979.507812
	Iteration 28Q: 3 clusters Score -2.332665e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -23326716.000000 Penalty: 5979.507812
	Iteration 29Q: 3 clusters Score -2.332672e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -23326750.000000 Penalty: 5979.507812
	Iteration 30Q: 3 clusters Score -2.332675e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 169353 members 
Entering Unmasked Estep 
Score: -23326726.000000 Penalty: 5979.507812
	Iteration 31Q: 3 clusters Score -2.332673e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 169490 members 
Entering Unmasked Estep 
Score: -23326762.000000 Penalty: 5979.507812
	Iteration 32Q: 3 clusters Score -2.332676e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -23326756.000000 Penalty: 5979.507812
	Iteration 33Q: 3 clusters Score -2.332676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 169687 members 
Entering Unmasked Estep 
Score: -23326750.000000 Penalty: 5979.507812
	Iteration 34Q: 3 clusters Score -2.332675e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 169764 members 
Entering Unmasked Estep 
Score: -23326762.000000 Penalty: 5979.507812
	Iteration 35Q: 3 clusters Score -2.332676e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -23326756.000000 Penalty: 5979.507812
	Iteration 36Q: 3 clusters Score -2.332676e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 169880 members 
Entering Unmasked Estep 
Score: -23326744.000000 Penalty: 5979.507812
	Iteration 37Q: 3 clusters Score -2.332674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -23326762.000000 Penalty: 5979.507812
	Iteration 38Q: 3 clusters Score -2.332676e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 169958 members 
Entering Unmasked Estep 
Score: -23326728.000000 Penalty: 5979.507812
	Iteration 39Q: 3 clusters Score -2.332673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -23326764.000000 Penalty: 5979.507812
	Iteration 40F: 3 clusters Score -2.332676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -23326750.000000 Penalty: 5979.507812
	Iteration 41Q: 3 clusters Score -2.332675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -23326774.000000 Penalty: 5979.507812
	Iteration 42Q: 3 clusters Score -2.332677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -23326752.000000 Penalty: 5979.507812
	Iteration 43Q: 3 clusters Score -2.332675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 170084 members 
Entering Unmasked Estep 
Score: -23326768.000000 Penalty: 5979.507812
	Iteration 44Q: 3 clusters Score -2.332677e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 170116 members 
Entering Unmasked Estep 
Score: -23326786.000000 Penalty: 5979.507812
	Iteration 45Q: 3 clusters Score -2.332679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -23326782.000000 Penalty: 5979.507812
	Iteration 46Q: 3 clusters Score -2.332678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 170152 members 
Entering Unmasked Estep 
Score: -23326808.000000 Penalty: 5979.507812
	Iteration 47Q: 3 clusters Score -2.332681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 170171 members 
Entering Unmasked Estep 
Score: -23326842.000000 Penalty: 5979.507812
	Iteration 48Q: 3 clusters Score -2.332684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -23326824.000000 Penalty: 5979.507812
	Iteration 49Q: 3 clusters Score -2.332682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -23326844.000000 Penalty: 5979.507812
	Iteration 50Q: 3 clusters Score -2.332684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -23326810.000000 Penalty: 5979.507812
	Iteration 51Q: 3 clusters Score -2.332681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -23326850.000000 Penalty: 5979.507812
	Iteration 52Q: 3 clusters Score -2.332685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -23326844.000000 Penalty: 5979.507812
	Iteration 53Q: 3 clusters Score -2.332684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 170284 members 
Entering Unmasked Estep 
Score: -23326828.000000 Penalty: 5979.507812
	Iteration 54Q: 3 clusters Score -2.332683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -23326840.000000 Penalty: 5979.507812
	Iteration 55Q: 3 clusters Score -2.332684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 170316 members 
Entering Unmasked Estep 
Score: -23326840.000000 Penalty: 5979.507812
	Iteration 56Q: 3 clusters Score -2.332684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 170330 members 
Entering Unmasked Estep 
Score: -23326832.000000 Penalty: 5979.507812
	Iteration 57Q: 3 clusters Score -2.332683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -23326830.000000 Penalty: 5979.507812
	Iteration 58Q: 3 clusters Score -2.332683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -23326850.000000 Penalty: 5979.507812
	Iteration 59Q: 3 clusters Score -2.332685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 170350 members 
Entering Unmasked Estep 
Score: -23326846.000000 Penalty: 5979.507812
	Iteration 60F: 3 clusters Score -2.332685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -23326848.000000 Penalty: 5979.507812
	Iteration 61Q: 3 clusters Score -2.332685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -23326846.000000 Penalty: 5979.507812
	Iteration 62Q: 3 clusters Score -2.332685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -23326848.000000 Penalty: 5979.507812
	Iteration 63Q: 3 clusters Score -2.332685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 170379 members 
Entering Unmasked Estep 
Score: -23326832.000000 Penalty: 5979.507812
	Iteration 64Q: 3 clusters Score -2.332683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 170386 members 
Entering Unmasked Estep 
Score: -23326838.000000 Penalty: 5979.507812
	Iteration 65Q: 3 clusters Score -2.332684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -23326862.000000 Penalty: 5979.507812
	Iteration 66Q: 3 clusters Score -2.332686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 170397 members 
Entering Unmasked Estep 
Score: -23326858.000000 Penalty: 5979.507812
	Iteration 67Q: 3 clusters Score -2.332686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 170401 members 
Entering Unmasked Estep 
Score: -23326836.000000 Penalty: 5979.507812
	Iteration 68Q: 3 clusters Score -2.332684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -23326832.000000 Penalty: 5979.507812
	Iteration 69Q: 3 clusters Score -2.332683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 170413 members 
Entering Unmasked Estep 
Score: -23326826.000000 Penalty: 5979.507812
	Iteration 70Q: 3 clusters Score -2.332683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -23326822.000000 Penalty: 5979.507812
	Iteration 71Q: 3 clusters Score -2.332682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -23326806.000000 Penalty: 5979.507812
	Iteration 72Q: 3 clusters Score -2.332681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 170438 members 
Entering Unmasked Estep 
Score: -23326814.000000 Penalty: 5979.507812
	Iteration 73Q: 3 clusters Score -2.332681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -23326840.000000 Penalty: 5979.507812
	Iteration 74Q: 3 clusters Score -2.332684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -23326840.000000 Penalty: 5979.507812
	Iteration 75Q: 3 clusters Score -2.332684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 170450 members 
Entering Unmasked Estep 
Score: -23326838.000000 Penalty: 5979.507812
	Iteration 76Q: 3 clusters Score -2.332684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 170450 members 
Entering Unmasked Estep 
Score: -23326838.000000 Penalty: 5979.507812
	Iteration 77F: 3 clusters Score -2.332684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3357279.500000 Penalty: 2506.100342
	Iteration 0F: 2 clusters Score -3357280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3340133.750000 Penalty: 5012.200684
	Iteration 0F: 3 clusters Score -3340134 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3345997.750000 Penalty: 5012.200684
	Iteration 1F: 3 clusters Score -3345998 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3346344.750000 Penalty: 5012.200684
	Iteration 2Q: 3 clusters Score -3346345 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3346611.250000 Penalty: 5012.200684
	Iteration 3Q: 3 clusters Score -3346611 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3346829.000000 Penalty: 5012.200684
	Iteration 4Q: 3 clusters Score -3346829 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3347016.750000 Penalty: 5012.200684
	Iteration 5Q: 3 clusters Score -3347017 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3347184.250000 Penalty: 5012.200684
	Iteration 6Q: 3 clusters Score -3347184 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3347315.750000 Penalty: 5012.200684
	Iteration 7Q: 3 clusters Score -3347316 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3347469.500000 Penalty: 5012.200684
	Iteration 8Q: 3 clusters Score -3347470 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3347625.750000 Penalty: 5012.200684
	Iteration 9Q: 3 clusters Score -3347626 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3347843.250000 Penalty: 5012.200684
	Iteration 10Q: 3 clusters Score -3347843 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3348114.250000 Penalty: 5012.200684
	Iteration 11Q: 3 clusters Score -3348114 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3348550.000000 Penalty: 5012.200684
	Iteration 12Q: 3 clusters Score -3348550 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3349153.750000 Penalty: 5012.200684
	Iteration 13Q: 3 clusters Score -3349154 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3349998.500000 Penalty: 5012.200684
	Iteration 14F: 3 clusters Score -3349998 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3351061.000000 Penalty: 5012.200684
	Iteration 15F: 3 clusters Score -3351061 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3352223.250000 Penalty: 5012.200684
	Iteration 16F: 3 clusters Score -3352223 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3353275.000000 Penalty: 5012.200684
	Iteration 17Q: 3 clusters Score -3353275 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3354062.000000 Penalty: 5012.200684
	Iteration 18Q: 3 clusters Score -3354062 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3354515.000000 Penalty: 5012.200684
	Iteration 19Q: 3 clusters Score -3354515 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3354745.250000 Penalty: 5012.200684
	Iteration 20F: 3 clusters Score -3354745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3354871.000000 Penalty: 5012.200684
	Iteration 21Q: 3 clusters Score -3354871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3354935.750000 Penalty: 5012.200684
	Iteration 22Q: 3 clusters Score -3354936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3354972.250000 Penalty: 5012.200684
	Iteration 23Q: 3 clusters Score -3354972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3355006.500000 Penalty: 5012.200684
	Iteration 24Q: 3 clusters Score -3355006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3355025.250000 Penalty: 5012.200684
	Iteration 25Q: 3 clusters Score -3355025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3355035.000000 Penalty: 5012.200684
	Iteration 26Q: 3 clusters Score -3355035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3355039.750000 Penalty: 5012.200684
	Iteration 27Q: 3 clusters Score -3355040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3355045.000000 Penalty: 5012.200684
	Iteration 28Q: 3 clusters Score -3355045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3355045.000000 Penalty: 5012.200684
	Iteration 29F: 3 clusters Score -3355045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (147215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Entering Unmasked Estep 
Score: -19891776.000000 Penalty: 2951.113037
	Iteration 0F: 2 clusters Score -1.989178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -19795748.000000 Penalty: 5902.226074
	Iteration 0F: 3 clusters Score -1.979575e+07 nChanged 70176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -19836924.000000 Penalty: 5902.226074
	Iteration 1F: 3 clusters Score -1.983692e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -19838832.000000 Penalty: 5902.226074
	Iteration 2Q: 3 clusters Score -1.983883e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -19841724.000000 Penalty: 5902.226074
	Iteration 3Q: 3 clusters Score -1.984172e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -19846504.000000 Penalty: 5902.226074
	Iteration 4Q: 3 clusters Score -1.98465e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -19852960.000000 Penalty: 5902.226074
	Iteration 5F: 3 clusters Score -1.985296e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -19860874.000000 Penalty: 5902.226074
	Iteration 6F: 3 clusters Score -1.986087e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -19868242.000000 Penalty: 5902.226074
	Iteration 7F: 3 clusters Score -1.986824e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -19873574.000000 Penalty: 5902.226074
	Iteration 8F: 3 clusters Score -1.987357e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -19876108.000000 Penalty: 5902.226074
	Iteration 9Q: 3 clusters Score -1.987611e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -19877220.000000 Penalty: 5902.226074
	Iteration 10Q: 3 clusters Score -1.987722e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -19877910.000000 Penalty: 5902.226074
	Iteration 11Q: 3 clusters Score -1.987791e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -19878468.000000 Penalty: 5902.226074
	Iteration 12Q: 3 clusters Score -1.987847e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -19878920.000000 Penalty: 5902.226074
	Iteration 13Q: 3 clusters Score -1.987892e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -19879352.000000 Penalty: 5902.226074
	Iteration 14Q: 3 clusters Score -1.987935e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -19879778.000000 Penalty: 5902.226074
	Iteration 15Q: 3 clusters Score -1.987978e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -19880166.000000 Penalty: 5902.226074
	Iteration 16Q: 3 clusters Score -1.988017e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -19880504.000000 Penalty: 5902.226074
	Iteration 17Q: 3 clusters Score -1.98805e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -19880858.000000 Penalty: 5902.226074
	Iteration 18Q: 3 clusters Score -1.988086e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -19881130.000000 Penalty: 5902.226074
	Iteration 19Q: 3 clusters Score -1.988113e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -19881316.000000 Penalty: 5902.226074
	Iteration 20F: 3 clusters Score -1.988132e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -19881396.000000 Penalty: 5902.226074
	Iteration 21Q: 3 clusters Score -1.98814e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -19881540.000000 Penalty: 5902.226074
	Iteration 22Q: 3 clusters Score -1.988154e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -19881628.000000 Penalty: 5902.226074
	Iteration 23Q: 3 clusters Score -1.988163e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -19881636.000000 Penalty: 5902.226074
	Iteration 24Q: 3 clusters Score -1.988164e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -19881738.000000 Penalty: 5902.226074
	Iteration 25Q: 3 clusters Score -1.988174e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -19881732.000000 Penalty: 5902.226074
	Iteration 26Q: 3 clusters Score -1.988173e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -19881738.000000 Penalty: 5902.226074
	Iteration 27Q: 3 clusters Score -1.988174e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -19881762.000000 Penalty: 5902.226074
	Iteration 28Q: 3 clusters Score -1.988176e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -19881740.000000 Penalty: 5902.226074
	Iteration 29Q: 3 clusters Score -1.988174e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -19881796.000000 Penalty: 5902.226074
	Iteration 30Q: 3 clusters Score -1.98818e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -19881822.000000 Penalty: 5902.226074
	Iteration 31Q: 3 clusters Score -1.988182e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -19881860.000000 Penalty: 5902.226074
	Iteration 32Q: 3 clusters Score -1.988186e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -19881898.000000 Penalty: 5902.226074
	Iteration 33Q: 3 clusters Score -1.98819e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -19881902.000000 Penalty: 5902.226074
	Iteration 34Q: 3 clusters Score -1.98819e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -19881922.000000 Penalty: 5902.226074
	Iteration 35Q: 3 clusters Score -1.988192e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -19881968.000000 Penalty: 5902.226074
	Iteration 36Q: 3 clusters Score -1.988197e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -19881998.000000 Penalty: 5902.226074
	Iteration 37Q: 3 clusters Score -1.9882e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -19882000.000000 Penalty: 5902.226074
	Iteration 38Q: 3 clusters Score -1.9882e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -19881986.000000 Penalty: 5902.226074
	Iteration 39Q: 3 clusters Score -1.988199e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -19881974.000000 Penalty: 5902.226074
	Iteration 40F: 3 clusters Score -1.988197e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -19881998.000000 Penalty: 5902.226074
	Iteration 41Q: 3 clusters Score -1.9882e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -19882014.000000 Penalty: 5902.226074
	Iteration 42Q: 3 clusters Score -1.988201e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -19882000.000000 Penalty: 5902.226074
	Iteration 43Q: 3 clusters Score -1.9882e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -19882008.000000 Penalty: 5902.226074
	Iteration 44Q: 3 clusters Score -1.988201e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -19882008.000000 Penalty: 5902.226074
	Iteration 45Q: 3 clusters Score -1.988201e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -19882038.000000 Penalty: 5902.226074
	Iteration 46Q: 3 clusters Score -1.988204e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -19882042.000000 Penalty: 5902.226074
	Iteration 47Q: 3 clusters Score -1.988204e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -19882036.000000 Penalty: 5902.226074
	Iteration 48Q: 3 clusters Score -1.988204e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -19882030.000000 Penalty: 5902.226074
	Iteration 49Q: 3 clusters Score -1.988203e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -19882072.000000 Penalty: 5902.226074
	Iteration 50Q: 3 clusters Score -1.988207e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -19882100.000000 Penalty: 5902.226074
	Iteration 51Q: 3 clusters Score -1.98821e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -19882100.000000 Penalty: 5902.226074
	Iteration 52Q: 3 clusters Score -1.98821e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -19882114.000000 Penalty: 5902.226074
	Iteration 53Q: 3 clusters Score -1.988211e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -19882104.000000 Penalty: 5902.226074
	Iteration 54Q: 3 clusters Score -1.98821e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -19882118.000000 Penalty: 5902.226074
	Iteration 55Q: 3 clusters Score -1.988212e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -19882112.000000 Penalty: 5902.226074
	Iteration 56Q: 3 clusters Score -1.988211e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -19882134.000000 Penalty: 5902.226074
	Iteration 57Q: 3 clusters Score -1.988213e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -19882128.000000 Penalty: 5902.226074
	Iteration 58Q: 3 clusters Score -1.988213e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -19882200.000000 Penalty: 5902.226074
	Iteration 59Q: 3 clusters Score -1.98822e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -19882250.000000 Penalty: 5902.226074
	Iteration 60F: 3 clusters Score -1.988225e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -19882258.000000 Penalty: 5902.226074
	Iteration 61Q: 3 clusters Score -1.988226e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -19882262.000000 Penalty: 5902.226074
	Iteration 62Q: 3 clusters Score -1.988226e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -19882262.000000 Penalty: 5902.226074
	Iteration 63Q: 3 clusters Score -1.988226e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -19882274.000000 Penalty: 5902.226074
	Iteration 64Q: 3 clusters Score -1.988227e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -19882294.000000 Penalty: 5902.226074
	Iteration 65Q: 3 clusters Score -1.988229e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -19882346.000000 Penalty: 5902.226074
	Iteration 66Q: 3 clusters Score -1.988235e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -19882384.000000 Penalty: 5902.226074
	Iteration 67Q: 3 clusters Score -1.988238e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -19882404.000000 Penalty: 5902.226074
	Iteration 68Q: 3 clusters Score -1.98824e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -19882478.000000 Penalty: 5902.226074
	Iteration 69Q: 3 clusters Score -1.988248e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100936 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -19882546.000000 Penalty: 5902.226074
	Iteration 70Q: 3 clusters Score -1.988255e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -19882530.000000 Penalty: 5902.226074
	Iteration 71Q: 3 clusters Score -1.988253e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -19882536.000000 Penalty: 5902.226074
	Iteration 72Q: 3 clusters Score -1.988254e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -19882538.000000 Penalty: 5902.226074
	Iteration 73Q: 3 clusters Score -1.988254e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -19882596.000000 Penalty: 5902.226074
	Iteration 74Q: 3 clusters Score -1.98826e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -19882664.000000 Penalty: 5902.226074
	Iteration 75Q: 3 clusters Score -1.988266e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -19882718.000000 Penalty: 5902.226074
	Iteration 76Q: 3 clusters Score -1.988272e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -19882742.000000 Penalty: 5902.226074
	Iteration 77Q: 3 clusters Score -1.988274e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -19882822.000000 Penalty: 5902.226074
	Iteration 78Q: 3 clusters Score -1.988282e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -19882842.000000 Penalty: 5902.226074
	Iteration 79Q: 3 clusters Score -1.988284e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -19882930.000000 Penalty: 5902.226074
	Iteration 80F: 3 clusters Score -1.988293e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -19883040.000000 Penalty: 5902.226074
	Iteration 81Q: 3 clusters Score -1.988304e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -19883116.000000 Penalty: 5902.226074
	Iteration 82Q: 3 clusters Score -1.988312e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -19883168.000000 Penalty: 5902.226074
	Iteration 83Q: 3 clusters Score -1.988317e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107713 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -19883232.000000 Penalty: 5902.226074
	Iteration 84Q: 3 clusters Score -1.988323e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -19883272.000000 Penalty: 5902.226074
	Iteration 85Q: 3 clusters Score -1.988327e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108785 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -19883268.000000 Penalty: 5902.226074
	Iteration 86Q: 3 clusters Score -1.988327e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -19883354.000000 Penalty: 5902.226074
	Iteration 87Q: 3 clusters Score -1.988335e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -19883426.000000 Penalty: 5902.226074
	Iteration 88Q: 3 clusters Score -1.988343e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -19883524.000000 Penalty: 5902.226074
	Iteration 89Q: 3 clusters Score -1.988352e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111144 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -19883622.000000 Penalty: 5902.226074
	Iteration 90Q: 3 clusters Score -1.988362e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -19883690.000000 Penalty: 5902.226074
	Iteration 91Q: 3 clusters Score -1.988369e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112307 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -19883778.000000 Penalty: 5902.226074
	Iteration 92Q: 3 clusters Score -1.988378e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -19883802.000000 Penalty: 5902.226074
	Iteration 93Q: 3 clusters Score -1.98838e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -19883878.000000 Penalty: 5902.226074
	Iteration 94Q: 3 clusters Score -1.988388e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -19883982.000000 Penalty: 5902.226074
	Iteration 95Q: 3 clusters Score -1.988398e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -19884008.000000 Penalty: 5902.226074
	Iteration 96Q: 3 clusters Score -1.988401e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -19884094.000000 Penalty: 5902.226074
	Iteration 97Q: 3 clusters Score -1.988409e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -19884118.000000 Penalty: 5902.226074
	Iteration 98Q: 3 clusters Score -1.988412e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -19884192.000000 Penalty: 5902.226074
	Iteration 99Q: 3 clusters Score -1.988419e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -19884298.000000 Penalty: 5902.226074
	Iteration 100F: 3 clusters Score -1.98843e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117017 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -19884424.000000 Penalty: 5902.226074
	Iteration 101Q: 3 clusters Score -1.988442e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117610 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -19884552.000000 Penalty: 5902.226074
	Iteration 102Q: 3 clusters Score -1.988455e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -19884632.000000 Penalty: 5902.226074
	Iteration 103Q: 3 clusters Score -1.988463e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -19884708.000000 Penalty: 5902.226074
	Iteration 104Q: 3 clusters Score -1.988471e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -19884800.000000 Penalty: 5902.226074
	Iteration 105Q: 3 clusters Score -1.98848e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119879 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -19884812.000000 Penalty: 5902.226074
	Iteration 106Q: 3 clusters Score -1.988481e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120409 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -19884942.000000 Penalty: 5902.226074
	Iteration 107Q: 3 clusters Score -1.988494e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120927 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -19884986.000000 Penalty: 5902.226074
	Iteration 108Q: 3 clusters Score -1.988499e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121476 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -19885050.000000 Penalty: 5902.226074
	Iteration 109Q: 3 clusters Score -1.988505e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122004 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -19885142.000000 Penalty: 5902.226074
	Iteration 110Q: 3 clusters Score -1.988514e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -19885256.000000 Penalty: 5902.226074
	Iteration 111Q: 3 clusters Score -1.988526e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -19885424.000000 Penalty: 5902.226074
	Iteration 112Q: 3 clusters Score -1.988542e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123642 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -19885554.000000 Penalty: 5902.226074
	Iteration 113Q: 3 clusters Score -1.988555e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124218 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -19885634.000000 Penalty: 5902.226074
	Iteration 114Q: 3 clusters Score -1.988563e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -19885716.000000 Penalty: 5902.226074
	Iteration 115Q: 3 clusters Score -1.988572e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -19885868.000000 Penalty: 5902.226074
	Iteration 116Q: 3 clusters Score -1.988587e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -19885964.000000 Penalty: 5902.226074
	Iteration 117Q: 3 clusters Score -1.988596e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -19886092.000000 Penalty: 5902.226074
	Iteration 118Q: 3 clusters Score -1.988609e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127102 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -19886172.000000 Penalty: 5902.226074
	Iteration 119Q: 3 clusters Score -1.988617e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -19886266.000000 Penalty: 5902.226074
	Iteration 120F: 3 clusters Score -1.988627e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128187 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -19886376.000000 Penalty: 5902.226074
	Iteration 121Q: 3 clusters Score -1.988638e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128707 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -19886514.000000 Penalty: 5902.226074
	Iteration 122Q: 3 clusters Score -1.988651e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129210 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -19886572.000000 Penalty: 5902.226074
	Iteration 123Q: 3 clusters Score -1.988657e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -19886636.000000 Penalty: 5902.226074
	Iteration 124Q: 3 clusters Score -1.988664e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -19886730.000000 Penalty: 5902.226074
	Iteration 125Q: 3 clusters Score -1.988673e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -19886852.000000 Penalty: 5902.226074
	Iteration 126Q: 3 clusters Score -1.988685e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -19886968.000000 Penalty: 5902.226074
	Iteration 127Q: 3 clusters Score -1.988697e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131412 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -19887022.000000 Penalty: 5902.226074
	Iteration 128Q: 3 clusters Score -1.988702e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -19887094.000000 Penalty: 5902.226074
	Iteration 129Q: 3 clusters Score -1.988709e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -19887154.000000 Penalty: 5902.226074
	Iteration 130Q: 3 clusters Score -1.988715e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -19887150.000000 Penalty: 5902.226074
	Iteration 131Q: 3 clusters Score -1.988715e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -19887240.000000 Penalty: 5902.226074
	Iteration 132Q: 3 clusters Score -1.988724e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -19887298.000000 Penalty: 5902.226074
	Iteration 133Q: 3 clusters Score -1.98873e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133426 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -19887318.000000 Penalty: 5902.226074
	Iteration 134Q: 3 clusters Score -1.988732e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -19887366.000000 Penalty: 5902.226074
	Iteration 135Q: 3 clusters Score -1.988737e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133939 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -19887456.000000 Penalty: 5902.226074
	Iteration 136Q: 3 clusters Score -1.988746e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134165 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -19887564.000000 Penalty: 5902.226074
	Iteration 137Q: 3 clusters Score -1.988756e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -19887576.000000 Penalty: 5902.226074
	Iteration 138Q: 3 clusters Score -1.988758e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -19887630.000000 Penalty: 5902.226074
	Iteration 139Q: 3 clusters Score -1.988763e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134902 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -19887660.000000 Penalty: 5902.226074
	Iteration 140F: 3 clusters Score -1.988766e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135133 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -19887714.000000 Penalty: 5902.226074
	Iteration 141Q: 3 clusters Score -1.988771e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -19887748.000000 Penalty: 5902.226074
	Iteration 142Q: 3 clusters Score -1.988775e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135578 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -19887814.000000 Penalty: 5902.226074
	Iteration 143Q: 3 clusters Score -1.988781e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135801 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -19887872.000000 Penalty: 5902.226074
	Iteration 144Q: 3 clusters Score -1.988787e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -19887956.000000 Penalty: 5902.226074
	Iteration 145Q: 3 clusters Score -1.988796e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -19887976.000000 Penalty: 5902.226074
	Iteration 146Q: 3 clusters Score -1.988798e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -19888022.000000 Penalty: 5902.226074
	Iteration 147Q: 3 clusters Score -1.988802e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -19888032.000000 Penalty: 5902.226074
	Iteration 148Q: 3 clusters Score -1.988803e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136918 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -19888108.000000 Penalty: 5902.226074
	Iteration 149Q: 3 clusters Score -1.988811e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -19888104.000000 Penalty: 5902.226074
	Iteration 150Q: 3 clusters Score -1.98881e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -19888104.000000 Penalty: 5902.226074
	Iteration 151Q: 3 clusters Score -1.98881e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -19888126.000000 Penalty: 5902.226074
	Iteration 152Q: 3 clusters Score -1.988813e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -19888164.000000 Penalty: 5902.226074
	Iteration 153Q: 3 clusters Score -1.988816e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137876 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -19888220.000000 Penalty: 5902.226074
	Iteration 154Q: 3 clusters Score -1.988822e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138057 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -19888306.000000 Penalty: 5902.226074
	Iteration 155Q: 3 clusters Score -1.988831e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -19888304.000000 Penalty: 5902.226074
	Iteration 156Q: 3 clusters Score -1.98883e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -19888352.000000 Penalty: 5902.226074
	Iteration 157Q: 3 clusters Score -1.988835e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138577 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -19888386.000000 Penalty: 5902.226074
	Iteration 158Q: 3 clusters Score -1.988839e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -19888418.000000 Penalty: 5902.226074
	Iteration 159Q: 3 clusters Score -1.988842e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138910 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -19888466.000000 Penalty: 5902.226074
	Iteration 160F: 3 clusters Score -1.988847e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -19888464.000000 Penalty: 5902.226074
	Iteration 161Q: 3 clusters Score -1.988846e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139235 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -19888498.000000 Penalty: 5902.226074
	Iteration 162Q: 3 clusters Score -1.98885e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -19888542.000000 Penalty: 5902.226074
	Iteration 163Q: 3 clusters Score -1.988854e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139509 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -19888522.000000 Penalty: 5902.226074
	Iteration 164Q: 3 clusters Score -1.988852e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -19888560.000000 Penalty: 5902.226074
	Iteration 165Q: 3 clusters Score -1.988856e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -19888538.000000 Penalty: 5902.226074
	Iteration 166Q: 3 clusters Score -1.988854e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139849 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -19888560.000000 Penalty: 5902.226074
	Iteration 167Q: 3 clusters Score -1.988856e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -19888568.000000 Penalty: 5902.226074
	Iteration 168Q: 3 clusters Score -1.988857e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140025 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -19888622.000000 Penalty: 5902.226074
	Iteration 169Q: 3 clusters Score -1.988862e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -19888632.000000 Penalty: 5902.226074
	Iteration 170Q: 3 clusters Score -1.988863e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -19888634.000000 Penalty: 5902.226074
	Iteration 171Q: 3 clusters Score -1.988863e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -19888632.000000 Penalty: 5902.226074
	Iteration 172Q: 3 clusters Score -1.988863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -19888624.000000 Penalty: 5902.226074
	Iteration 173Q: 3 clusters Score -1.988862e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140457 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -19888656.000000 Penalty: 5902.226074
	Iteration 174Q: 3 clusters Score -1.988866e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -19888654.000000 Penalty: 5902.226074
	Iteration 175Q: 3 clusters Score -1.988865e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -19888652.000000 Penalty: 5902.226074
	Iteration 176Q: 3 clusters Score -1.988865e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -19888680.000000 Penalty: 5902.226074
	Iteration 177Q: 3 clusters Score -1.988868e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -19888658.000000 Penalty: 5902.226074
	Iteration 178Q: 3 clusters Score -1.988866e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140854 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -19888666.000000 Penalty: 5902.226074
	Iteration 179Q: 3 clusters Score -1.988867e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -19888648.000000 Penalty: 5902.226074
	Iteration 180F: 3 clusters Score -1.988865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -19888684.000000 Penalty: 5902.226074
	Iteration 181Q: 3 clusters Score -1.988868e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -19888700.000000 Penalty: 5902.226074
	Iteration 182Q: 3 clusters Score -1.98887e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -19888712.000000 Penalty: 5902.226074
	Iteration 183Q: 3 clusters Score -1.988871e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141168 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -19888706.000000 Penalty: 5902.226074
	Iteration 184Q: 3 clusters Score -1.988871e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141231 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -19888726.000000 Penalty: 5902.226074
	Iteration 185Q: 3 clusters Score -1.988873e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -19888724.000000 Penalty: 5902.226074
	Iteration 186Q: 3 clusters Score -1.988872e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -19888738.000000 Penalty: 5902.226074
	Iteration 187Q: 3 clusters Score -1.988874e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -19888754.000000 Penalty: 5902.226074
	Iteration 188Q: 3 clusters Score -1.988875e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141504 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -19888802.000000 Penalty: 5902.226074
	Iteration 189Q: 3 clusters Score -1.98888e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -19888818.000000 Penalty: 5902.226074
	Iteration 190Q: 3 clusters Score -1.988882e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -19888826.000000 Penalty: 5902.226074
	Iteration 191Q: 3 clusters Score -1.988883e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -19888820.000000 Penalty: 5902.226074
	Iteration 192Q: 3 clusters Score -1.988882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -19888840.000000 Penalty: 5902.226074
	Iteration 193Q: 3 clusters Score -1.988884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -19888834.000000 Penalty: 5902.226074
	Iteration 194Q: 3 clusters Score -1.988883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -19888868.000000 Penalty: 5902.226074
	Iteration 195Q: 3 clusters Score -1.988887e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141862 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -19888896.000000 Penalty: 5902.226074
	Iteration 196Q: 3 clusters Score -1.98889e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -19888886.000000 Penalty: 5902.226074
	Iteration 197Q: 3 clusters Score -1.988889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141937 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -19888916.000000 Penalty: 5902.226074
	Iteration 198Q: 3 clusters Score -1.988892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141979 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -19888896.000000 Penalty: 5902.226074
	Iteration 199Q: 3 clusters Score -1.98889e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -19888912.000000 Penalty: 5902.226074
	Iteration 200F: 3 clusters Score -1.988891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142059 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -19888938.000000 Penalty: 5902.226074
	Iteration 201Q: 3 clusters Score -1.988894e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142095 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -19888978.000000 Penalty: 5902.226074
	Iteration 202Q: 3 clusters Score -1.988898e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -19888996.000000 Penalty: 5902.226074
	Iteration 203Q: 3 clusters Score -1.9889e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142179 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -19888998.000000 Penalty: 5902.226074
	Iteration 204Q: 3 clusters Score -1.9889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -19889014.000000 Penalty: 5902.226074
	Iteration 205Q: 3 clusters Score -1.988901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -19889006.000000 Penalty: 5902.226074
	Iteration 206Q: 3 clusters Score -1.988901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -19889036.000000 Penalty: 5902.226074
	Iteration 207Q: 3 clusters Score -1.988904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -19889028.000000 Penalty: 5902.226074
	Iteration 208Q: 3 clusters Score -1.988903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -19889038.000000 Penalty: 5902.226074
	Iteration 209Q: 3 clusters Score -1.988904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142364 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -19889040.000000 Penalty: 5902.226074
	Iteration 210Q: 3 clusters Score -1.988904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -19889034.000000 Penalty: 5902.226074
	Iteration 211Q: 3 clusters Score -1.988903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -19889036.000000 Penalty: 5902.226074
	Iteration 212Q: 3 clusters Score -1.988904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -19889010.000000 Penalty: 5902.226074
	Iteration 213Q: 3 clusters Score -1.988901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -19889018.000000 Penalty: 5902.226074
	Iteration 214Q: 3 clusters Score -1.988902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -19889038.000000 Penalty: 5902.226074
	Iteration 215Q: 3 clusters Score -1.988904e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -19889048.000000 Penalty: 5902.226074
	Iteration 216Q: 3 clusters Score -1.988905e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -19889038.000000 Penalty: 5902.226074
	Iteration 217Q: 3 clusters Score -1.988904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -19889042.000000 Penalty: 5902.226074
	Iteration 218Q: 3 clusters Score -1.988904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142673 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -19889046.000000 Penalty: 5902.226074
	Iteration 219Q: 3 clusters Score -1.988905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142699 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -19889036.000000 Penalty: 5902.226074
	Iteration 220F: 3 clusters Score -1.988904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -19889050.000000 Penalty: 5902.226074
	Iteration 221Q: 3 clusters Score -1.988905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -19889042.000000 Penalty: 5902.226074
	Iteration 222Q: 3 clusters Score -1.988904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -19889054.000000 Penalty: 5902.226074
	Iteration 223Q: 3 clusters Score -1.988905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -19889046.000000 Penalty: 5902.226074
	Iteration 224Q: 3 clusters Score -1.988905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -19889050.000000 Penalty: 5902.226074
	Iteration 225Q: 3 clusters Score -1.988905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142794 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -19889038.000000 Penalty: 5902.226074
	Iteration 226Q: 3 clusters Score -1.988904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -19889060.000000 Penalty: 5902.226074
	Iteration 227Q: 3 clusters Score -1.988906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142817 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -19889082.000000 Penalty: 5902.226074
	Iteration 228Q: 3 clusters Score -1.988908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -19889070.000000 Penalty: 5902.226074
	Iteration 229Q: 3 clusters Score -1.988907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142853 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -19889076.000000 Penalty: 5902.226074
	Iteration 230Q: 3 clusters Score -1.988908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142863 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -19889108.000000 Penalty: 5902.226074
	Iteration 231Q: 3 clusters Score -1.988911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142885 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19889110.000000 Penalty: 5902.226074
	Iteration 232Q: 3 clusters Score -1.988911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -19889114.000000 Penalty: 5902.226074
	Iteration 233Q: 3 clusters Score -1.988911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142912 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -19889124.000000 Penalty: 5902.226074
	Iteration 234Q: 3 clusters Score -1.988912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -19889136.000000 Penalty: 5902.226074
	Iteration 235Q: 3 clusters Score -1.988914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -19889134.000000 Penalty: 5902.226074
	Iteration 236Q: 3 clusters Score -1.988913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19889126.000000 Penalty: 5902.226074
	Iteration 237Q: 3 clusters Score -1.988913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -19889122.000000 Penalty: 5902.226074
	Iteration 238Q: 3 clusters Score -1.988912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -19889084.000000 Penalty: 5902.226074
	Iteration 239Q: 3 clusters Score -1.988908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -19889090.000000 Penalty: 5902.226074
	Iteration 240F: 3 clusters Score -1.988909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -19889092.000000 Penalty: 5902.226074
	Iteration 241Q: 3 clusters Score -1.988909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142985 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -19889110.000000 Penalty: 5902.226074
	Iteration 242Q: 3 clusters Score -1.988911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -19889110.000000 Penalty: 5902.226074
	Iteration 243Q: 3 clusters Score -1.988911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -19889122.000000 Penalty: 5902.226074
	Iteration 244Q: 3 clusters Score -1.988912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -19889114.000000 Penalty: 5902.226074
	Iteration 245Q: 3 clusters Score -1.988911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143014 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -19889130.000000 Penalty: 5902.226074
	Iteration 246Q: 3 clusters Score -1.988913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -19889136.000000 Penalty: 5902.226074
	Iteration 247Q: 3 clusters Score -1.988914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143026 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -19889114.000000 Penalty: 5902.226074
	Iteration 248Q: 3 clusters Score -1.988911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -19889118.000000 Penalty: 5902.226074
	Iteration 249Q: 3 clusters Score -1.988912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143038 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -19889106.000000 Penalty: 5902.226074
	Iteration 250Q: 3 clusters Score -1.988911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -19889116.000000 Penalty: 5902.226074
	Iteration 251Q: 3 clusters Score -1.988912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143053 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -19889118.000000 Penalty: 5902.226074
	Iteration 252Q: 3 clusters Score -1.988912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143058 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -19889118.000000 Penalty: 5902.226074
	Iteration 253Q: 3 clusters Score -1.988912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143063 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -19889126.000000 Penalty: 5902.226074
	Iteration 254Q: 3 clusters Score -1.988913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -19889124.000000 Penalty: 5902.226074
	Iteration 255Q: 3 clusters Score -1.988912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -19889128.000000 Penalty: 5902.226074
	Iteration 256Q: 3 clusters Score -1.988913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -19889140.000000 Penalty: 5902.226074
	Iteration 257Q: 3 clusters Score -1.988914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -19889136.000000 Penalty: 5902.226074
	Iteration 258Q: 3 clusters Score -1.988914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -19889136.000000 Penalty: 5902.226074
	Iteration 259Q: 3 clusters Score -1.988914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -19889130.000000 Penalty: 5902.226074
	Iteration 260F: 3 clusters Score -1.988913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143090 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -19889142.000000 Penalty: 5902.226074
	Iteration 261Q: 3 clusters Score -1.988914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -19889132.000000 Penalty: 5902.226074
	Iteration 262Q: 3 clusters Score -1.988913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19889136.000000 Penalty: 5902.226074
	Iteration 263Q: 3 clusters Score -1.988914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19889144.000000 Penalty: 5902.226074
	Iteration 264Q: 3 clusters Score -1.988914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -19889136.000000 Penalty: 5902.226074
	Iteration 265Q: 3 clusters Score -1.988914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143114 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -19889128.000000 Penalty: 5902.226074
	Iteration 266Q: 3 clusters Score -1.988913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143118 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -19889124.000000 Penalty: 5902.226074
	Iteration 267Q: 3 clusters Score -1.988912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -19889140.000000 Penalty: 5902.226074
	Iteration 268Q: 3 clusters Score -1.988914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143118 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -19889140.000000 Penalty: 5902.226074
	Iteration 269Q: 3 clusters Score -1.988914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -19889142.000000 Penalty: 5902.226074
	Iteration 270Q: 3 clusters Score -1.988914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -19889142.000000 Penalty: 5902.226074
	Iteration 271F: 3 clusters Score -1.988914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Entering Unmasked Estep 
Score: -17805568.000000 Penalty: 2923.018799
	Iteration 0F: 2 clusters Score -1.780557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -17718176.000000 Penalty: 5846.037598
	Iteration 0F: 3 clusters Score -1.771818e+07 nChanged 62785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -17754314.000000 Penalty: 5846.037598
	Iteration 1F: 3 clusters Score -1.775431e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -17755286.000000 Penalty: 5846.037598
	Iteration 2Q: 3 clusters Score -1.775529e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -17756214.000000 Penalty: 5846.037598
	Iteration 3Q: 3 clusters Score -1.775621e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -17757332.000000 Penalty: 5846.037598
	Iteration 4Q: 3 clusters Score -1.775733e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -17758836.000000 Penalty: 5846.037598
	Iteration 5Q: 3 clusters Score -1.775884e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -17760570.000000 Penalty: 5846.037598
	Iteration 6Q: 3 clusters Score -1.776057e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -17762426.000000 Penalty: 5846.037598
	Iteration 7Q: 3 clusters Score -1.776243e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -17764836.000000 Penalty: 5846.037598
	Iteration 8Q: 3 clusters Score -1.776484e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -17767694.000000 Penalty: 5846.037598
	Iteration 9Q: 3 clusters Score -1.776769e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -17771606.000000 Penalty: 5846.037598
	Iteration 10F: 3 clusters Score -1.777161e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -17776338.000000 Penalty: 5846.037598
	Iteration 11F: 3 clusters Score -1.777634e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -17782012.000000 Penalty: 5846.037598
	Iteration 12F: 3 clusters Score -1.778201e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -17787522.000000 Penalty: 5846.037598
	Iteration 13F: 3 clusters Score -1.778752e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -17791022.000000 Penalty: 5846.037598
	Iteration 14Q: 3 clusters Score -1.779102e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -17792784.000000 Penalty: 5846.037598
	Iteration 15Q: 3 clusters Score -1.779278e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -17793820.000000 Penalty: 5846.037598
	Iteration 16Q: 3 clusters Score -1.779382e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -17794544.000000 Penalty: 5846.037598
	Iteration 17Q: 3 clusters Score -1.779454e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -17795012.000000 Penalty: 5846.037598
	Iteration 18Q: 3 clusters Score -1.779501e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -17795350.000000 Penalty: 5846.037598
	Iteration 19Q: 3 clusters Score -1.779535e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -17795676.000000 Penalty: 5846.037598
	Iteration 20F: 3 clusters Score -1.779568e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -17795748.000000 Penalty: 5846.037598
	Iteration 21Q: 3 clusters Score -1.779575e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -17795972.000000 Penalty: 5846.037598
	Iteration 22Q: 3 clusters Score -1.779597e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -17796054.000000 Penalty: 5846.037598
	Iteration 23Q: 3 clusters Score -1.779605e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -17796122.000000 Penalty: 5846.037598
	Iteration 24Q: 3 clusters Score -1.779612e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -17796206.000000 Penalty: 5846.037598
	Iteration 25Q: 3 clusters Score -1.779621e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -17796202.000000 Penalty: 5846.037598
	Iteration 26Q: 3 clusters Score -1.77962e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -17796250.000000 Penalty: 5846.037598
	Iteration 27Q: 3 clusters Score -1.779625e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -17796238.000000 Penalty: 5846.037598
	Iteration 28Q: 3 clusters Score -1.779624e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -17796268.000000 Penalty: 5846.037598
	Iteration 29Q: 3 clusters Score -1.779627e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -17796238.000000 Penalty: 5846.037598
	Iteration 30Q: 3 clusters Score -1.779624e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -17796202.000000 Penalty: 5846.037598
	Iteration 31Q: 3 clusters Score -1.77962e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -17796232.000000 Penalty: 5846.037598
	Iteration 32Q: 3 clusters Score -1.779623e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -17796290.000000 Penalty: 5846.037598
	Iteration 33Q: 3 clusters Score -1.779629e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -17796278.000000 Penalty: 5846.037598
	Iteration 34Q: 3 clusters Score -1.779628e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -17796288.000000 Penalty: 5846.037598
	Iteration 35Q: 3 clusters Score -1.779629e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -17796318.000000 Penalty: 5846.037598
	Iteration 36Q: 3 clusters Score -1.779632e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -17796326.000000 Penalty: 5846.037598
	Iteration 37Q: 3 clusters Score -1.779633e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -17796334.000000 Penalty: 5846.037598
	Iteration 38Q: 3 clusters Score -1.779633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -17796338.000000 Penalty: 5846.037598
	Iteration 39Q: 3 clusters Score -1.779634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -17796348.000000 Penalty: 5846.037598
	Iteration 40F: 3 clusters Score -1.779635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -17796384.000000 Penalty: 5846.037598
	Iteration 41Q: 3 clusters Score -1.779638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -17796368.000000 Penalty: 5846.037598
	Iteration 42Q: 3 clusters Score -1.779637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -17796364.000000 Penalty: 5846.037598
	Iteration 43Q: 3 clusters Score -1.779636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72231 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -17796358.000000 Penalty: 5846.037598
	Iteration 44Q: 3 clusters Score -1.779636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -17796348.000000 Penalty: 5846.037598
	Iteration 45Q: 3 clusters Score -1.779635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -17796358.000000 Penalty: 5846.037598
	Iteration 46Q: 3 clusters Score -1.779636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -17796356.000000 Penalty: 5846.037598
	Iteration 47Q: 3 clusters Score -1.779636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -17796352.000000 Penalty: 5846.037598
	Iteration 48Q: 3 clusters Score -1.779635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -17796350.000000 Penalty: 5846.037598
	Iteration 49Q: 3 clusters Score -1.779635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -17796348.000000 Penalty: 5846.037598
	Iteration 50Q: 3 clusters Score -1.779635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -17796344.000000 Penalty: 5846.037598
	Iteration 51Q: 3 clusters Score -1.779634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -17796354.000000 Penalty: 5846.037598
	Iteration 52Q: 3 clusters Score -1.779635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -17796326.000000 Penalty: 5846.037598
	Iteration 53Q: 3 clusters Score -1.779633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -17796338.000000 Penalty: 5846.037598
	Iteration 54Q: 3 clusters Score -1.779634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -17796340.000000 Penalty: 5846.037598
	Iteration 55Q: 3 clusters Score -1.779634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -17796340.000000 Penalty: 5846.037598
	Iteration 56Q: 3 clusters Score -1.779634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -17796348.000000 Penalty: 5846.037598
	Iteration 57Q: 3 clusters Score -1.779635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -17796338.000000 Penalty: 5846.037598
	Iteration 58Q: 3 clusters Score -1.779634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -17796346.000000 Penalty: 5846.037598
	Iteration 59Q: 3 clusters Score -1.779635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -17796346.000000 Penalty: 5846.037598
	Iteration 60F: 3 clusters Score -1.779635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -17796350.000000 Penalty: 5846.037598
	Iteration 61Q: 3 clusters Score -1.779635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -17796356.000000 Penalty: 5846.037598
	Iteration 62Q: 3 clusters Score -1.779636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -17796360.000000 Penalty: 5846.037598
	Iteration 63Q: 3 clusters Score -1.779636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -17796350.000000 Penalty: 5846.037598
	Iteration 64Q: 3 clusters Score -1.779635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -17796340.000000 Penalty: 5846.037598
	Iteration 65Q: 3 clusters Score -1.779634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -17796342.000000 Penalty: 5846.037598
	Iteration 66Q: 3 clusters Score -1.779634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -17796360.000000 Penalty: 5846.037598
	Iteration 67Q: 3 clusters Score -1.779636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -17796360.000000 Penalty: 5846.037598
	Iteration 68Q: 3 clusters Score -1.779636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -17796338.000000 Penalty: 5846.037598
	Iteration 69Q: 3 clusters Score -1.779634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -17796342.000000 Penalty: 5846.037598
	Iteration 70Q: 3 clusters Score -1.779634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -17796346.000000 Penalty: 5846.037598
	Iteration 71Q: 3 clusters Score -1.779635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -17796346.000000 Penalty: 5846.037598
	Iteration 72Q: 3 clusters Score -1.779635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -17796346.000000 Penalty: 5846.037598
	Iteration 73Q: 3 clusters Score -1.779635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -17796348.000000 Penalty: 5846.037598
	Iteration 74Q: 3 clusters Score -1.779635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -17796348.000000 Penalty: 5846.037598
	Iteration 75Q: 3 clusters Score -1.779635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -17796346.000000 Penalty: 5846.037598
	Iteration 76Q: 3 clusters Score -1.779635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -17796364.000000 Penalty: 5846.037598
	Iteration 77Q: 3 clusters Score -1.779636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -17796350.000000 Penalty: 5846.037598
	Iteration 78Q: 3 clusters Score -1.779635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -17796364.000000 Penalty: 5846.037598
	Iteration 79Q: 3 clusters Score -1.779636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -17796362.000000 Penalty: 5846.037598
	Iteration 80F: 3 clusters Score -1.779636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -17796370.000000 Penalty: 5846.037598
	Iteration 81Q: 3 clusters Score -1.779637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -17796370.000000 Penalty: 5846.037598
	Iteration 82Q: 3 clusters Score -1.779637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -17796364.000000 Penalty: 5846.037598
	Iteration 83Q: 3 clusters Score -1.779636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -17796364.000000 Penalty: 5846.037598
	Iteration 84F: 3 clusters Score -1.779636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Entering Unmasked Estep 
Score: -1583444.125000 Penalty: 2354.907227
	Iteration 0F: 2 clusters Score -1583444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1573612.875000 Penalty: 4709.814453
	Iteration 0F: 3 clusters Score -1573613 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1576905.625000 Penalty: 4709.814453
	Iteration 1F: 3 clusters Score -1576906 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1577649.500000 Penalty: 4709.814453
	Iteration 2F: 3 clusters Score -1577650 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1578584.000000 Penalty: 4709.814453
	Iteration 3F: 3 clusters Score -1578584 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1579468.500000 Penalty: 4709.814453
	Iteration 4F: 3 clusters Score -1579468 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1580223.875000 Penalty: 4709.814453
	Iteration 5F: 3 clusters Score -1580224 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1580845.500000 Penalty: 4709.814453
	Iteration 6F: 3 clusters Score -1580846 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1581290.000000 Penalty: 4709.814453
	Iteration 7Q: 3 clusters Score -1581290 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1581597.375000 Penalty: 4709.814453
	Iteration 8Q: 3 clusters Score -1581597 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1581809.500000 Penalty: 4709.814453
	Iteration 9Q: 3 clusters Score -1581810 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1581946.875000 Penalty: 4709.814453
	Iteration 10Q: 3 clusters Score -1581947 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1582041.000000 Penalty: 4709.814453
	Iteration 11Q: 3 clusters Score -1582041 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1582094.500000 Penalty: 4709.814453
	Iteration 12Q: 3 clusters Score -1582094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1582132.250000 Penalty: 4709.814453
	Iteration 13Q: 3 clusters Score -1582132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1582151.375000 Penalty: 4709.814453
	Iteration 14Q: 3 clusters Score -1582151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1582164.500000 Penalty: 4709.814453
	Iteration 15Q: 3 clusters Score -1582164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1582175.500000 Penalty: 4709.814453
	Iteration 16Q: 3 clusters Score -1582176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1582178.750000 Penalty: 4709.814453
	Iteration 17Q: 3 clusters Score -1582179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1582185.375000 Penalty: 4709.814453
	Iteration 18Q: 3 clusters Score -1582185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1582185.375000 Penalty: 4709.814453
	Iteration 19Q: 3 clusters Score -1582185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1582184.500000 Penalty: 4709.814453
	Iteration 20F: 3 clusters Score -1582184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1582186.500000 Penalty: 4709.814453
	Iteration 21Q: 3 clusters Score -1582186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1582192.000000 Penalty: 4709.814453
	Iteration 22Q: 3 clusters Score -1582192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1582194.375000 Penalty: 4709.814453
	Iteration 23Q: 3 clusters Score -1582194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1582196.625000 Penalty: 4709.814453
	Iteration 24Q: 3 clusters Score -1582197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1582199.250000 Penalty: 4709.814453
	Iteration 25Q: 3 clusters Score -1582199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1582202.750000 Penalty: 4709.814453
	Iteration 26Q: 3 clusters Score -1582203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1582206.375000 Penalty: 4709.814453
	Iteration 27Q: 3 clusters Score -1582206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1582206.625000 Penalty: 4709.814453
	Iteration 28Q: 3 clusters Score -1582207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1582207.125000 Penalty: 4709.814453
	Iteration 29Q: 3 clusters Score -1582207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1582206.500000 Penalty: 4709.814453
	Iteration 30Q: 3 clusters Score -1582206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1582208.625000 Penalty: 4709.814453
	Iteration 31Q: 3 clusters Score -1582209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1582207.125000 Penalty: 4709.814453
	Iteration 32Q: 3 clusters Score -1582207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1582207.125000 Penalty: 4709.814453
	Iteration 33F: 3 clusters Score -1582207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Entering Unmasked Estep 
Score: -23447784.000000 Penalty: 2991.647949
	Iteration 0F: 2 clusters Score -2.344778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -23334312.000000 Penalty: 5983.295898
	Iteration 0F: 3 clusters Score -2.333431e+07 nChanged 83103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -23382482.000000 Penalty: 5983.295898
	Iteration 1F: 3 clusters Score -2.338248e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -23383428.000000 Penalty: 5983.295898
	Iteration 2Q: 3 clusters Score -2.338343e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -23384638.000000 Penalty: 5983.295898
	Iteration 3Q: 3 clusters Score -2.338464e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -23386990.000000 Penalty: 5983.295898
	Iteration 4Q: 3 clusters Score -2.338699e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -23391612.000000 Penalty: 5983.295898
	Iteration 5F: 3 clusters Score -2.339161e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -23400210.000000 Penalty: 5983.295898
	Iteration 6F: 3 clusters Score -2.340021e+07 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -23413718.000000 Penalty: 5983.295898
	Iteration 7F: 3 clusters Score -2.341372e+07 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -23428756.000000 Penalty: 5983.295898
	Iteration 8F: 3 clusters Score -2.342876e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -23439012.000000 Penalty: 5983.295898
	Iteration 9F: 3 clusters Score -2.343901e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -23443090.000000 Penalty: 5983.295898
	Iteration 10Q: 3 clusters Score -2.344309e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172369 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -23444316.000000 Penalty: 5983.295898
	Iteration 11Q: 3 clusters Score -2.344432e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23444744.000000 Penalty: 5983.295898
	Iteration 12Q: 3 clusters Score -2.344474e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -23444900.000000 Penalty: 5983.295898
	Iteration 13Q: 3 clusters Score -2.34449e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -23444990.000000 Penalty: 5983.295898
	Iteration 14Q: 3 clusters Score -2.344499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172940 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23445048.000000 Penalty: 5983.295898
	Iteration 15Q: 3 clusters Score -2.344505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23445104.000000 Penalty: 5983.295898
	Iteration 16Q: 3 clusters Score -2.34451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23445142.000000 Penalty: 5983.295898
	Iteration 17Q: 3 clusters Score -2.344514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23445156.000000 Penalty: 5983.295898
	Iteration 18Q: 3 clusters Score -2.344516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -23445180.000000 Penalty: 5983.295898
	Iteration 19Q: 3 clusters Score -2.344518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23445166.000000 Penalty: 5983.295898
	Iteration 20F: 3 clusters Score -2.344517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23445178.000000 Penalty: 5983.295898
	Iteration 21Q: 3 clusters Score -2.344518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172962 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -23445182.000000 Penalty: 5983.295898
	Iteration 22Q: 3 clusters Score -2.344518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23445182.000000 Penalty: 5983.295898
	Iteration 23Q: 3 clusters Score -2.344518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23445190.000000 Penalty: 5983.295898
	Iteration 24Q: 3 clusters Score -2.344519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23445198.000000 Penalty: 5983.295898
	Iteration 25Q: 3 clusters Score -2.34452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23445198.000000 Penalty: 5983.295898
	Iteration 26Q: 3 clusters Score -2.34452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23445212.000000 Penalty: 5983.295898
	Iteration 27Q: 3 clusters Score -2.344521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -23445208.000000 Penalty: 5983.295898
	Iteration 28Q: 3 clusters Score -2.344521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23445218.000000 Penalty: 5983.295898
	Iteration 29Q: 3 clusters Score -2.344522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23445218.000000 Penalty: 5983.295898
	Iteration 30F: 3 clusters Score -2.344522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Entering Unmasked Estep 
Score: -6092011.500000 Penalty: 2654.343262
	Iteration 0F: 2 clusters Score -6092012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6061962.000000 Penalty: 5308.686523
	Iteration 0F: 3 clusters Score -6061962 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -6073358.500000 Penalty: 5308.686523
	Iteration 1F: 3 clusters Score -6073358 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -6074037.500000 Penalty: 5308.686523
	Iteration 2Q: 3 clusters Score -6074038 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -6074804.000000 Penalty: 5308.686523
	Iteration 3Q: 3 clusters Score -6074804 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -6075885.000000 Penalty: 5308.686523
	Iteration 4F: 3 clusters Score -6075885 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -6077495.000000 Penalty: 5308.686523
	Iteration 5F: 3 clusters Score -6077495 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -6080096.500000 Penalty: 5308.686523
	Iteration 6F: 3 clusters Score -6080096 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6083343.500000 Penalty: 5308.686523
	Iteration 7F: 3 clusters Score -6083344 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -6086372.500000 Penalty: 5308.686523
	Iteration 8F: 3 clusters Score -6086372 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -6088283.500000 Penalty: 5308.686523
	Iteration 9Q: 3 clusters Score -6088284 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -6089081.500000 Penalty: 5308.686523
	Iteration 10Q: 3 clusters Score -6089082 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6089426.500000 Penalty: 5308.686523
	Iteration 11Q: 3 clusters Score -6089426 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -6089657.000000 Penalty: 5308.686523
	Iteration 12Q: 3 clusters Score -6089657 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -6089753.000000 Penalty: 5308.686523
	Iteration 13Q: 3 clusters Score -6089753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -6089835.500000 Penalty: 5308.686523
	Iteration 14Q: 3 clusters Score -6089836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -6089866.500000 Penalty: 5308.686523
	Iteration 15Q: 3 clusters Score -6089866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -6089903.500000 Penalty: 5308.686523
	Iteration 16Q: 3 clusters Score -6089904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6089928.500000 Penalty: 5308.686523
	Iteration 17Q: 3 clusters Score -6089928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -6089945.000000 Penalty: 5308.686523
	Iteration 18Q: 3 clusters Score -6089945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -6089963.500000 Penalty: 5308.686523
	Iteration 19Q: 3 clusters Score -6089964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6089965.500000 Penalty: 5308.686523
	Iteration 20F: 3 clusters Score -6089966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -6089962.000000 Penalty: 5308.686523
	Iteration 21Q: 3 clusters Score -6089962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -6089967.500000 Penalty: 5308.686523
	Iteration 22Q: 3 clusters Score -6089968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -6089973.000000 Penalty: 5308.686523
	Iteration 23Q: 3 clusters Score -6089973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6089968.500000 Penalty: 5308.686523
	Iteration 24Q: 3 clusters Score -6089968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -6089976.500000 Penalty: 5308.686523
	Iteration 25Q: 3 clusters Score -6089976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -6089981.000000 Penalty: 5308.686523
	Iteration 26Q: 3 clusters Score -6089981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -6089984.000000 Penalty: 5308.686523
	Iteration 27Q: 3 clusters Score -6089984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -6089984.000000 Penalty: 5308.686523
	Iteration 28F: 3 clusters Score -6089984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Entering Unmasked Estep 
Score: -2381904.000000 Penalty: 2432.485107
	Iteration 0F: 2 clusters Score -2381904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2368998.000000 Penalty: 4864.970215
	Iteration 0F: 3 clusters Score -2368998 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2373045.500000 Penalty: 4864.970215
	Iteration 1F: 3 clusters Score -2373046 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2373477.750000 Penalty: 4864.970215
	Iteration 2F: 3 clusters Score -2373478 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2373896.750000 Penalty: 4864.970215
	Iteration 3F: 3 clusters Score -2373897 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2374491.750000 Penalty: 4864.970215
	Iteration 4F: 3 clusters Score -2374492 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2375364.500000 Penalty: 4864.970215
	Iteration 5F: 3 clusters Score -2375364 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2376621.500000 Penalty: 4864.970215
	Iteration 6F: 3 clusters Score -2376622 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2377853.500000 Penalty: 4864.970215
	Iteration 7F: 3 clusters Score -2377854 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2378730.500000 Penalty: 4864.970215
	Iteration 8F: 3 clusters Score -2378730 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2379359.750000 Penalty: 4864.970215
	Iteration 9Q: 3 clusters Score -2379360 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2379888.250000 Penalty: 4864.970215
	Iteration 10Q: 3 clusters Score -2379888 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2380278.250000 Penalty: 4864.970215
	Iteration 11Q: 3 clusters Score -2380278 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2380494.250000 Penalty: 4864.970215
	Iteration 12Q: 3 clusters Score -2380494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2380640.250000 Penalty: 4864.970215
	Iteration 13Q: 3 clusters Score -2380640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2380746.000000 Penalty: 4864.970215
	Iteration 14Q: 3 clusters Score -2380746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2380832.250000 Penalty: 4864.970215
	Iteration 15Q: 3 clusters Score -2380832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2380926.750000 Penalty: 4864.970215
	Iteration 16Q: 3 clusters Score -2380927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2380964.250000 Penalty: 4864.970215
	Iteration 17Q: 3 clusters Score -2380964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2380992.250000 Penalty: 4864.970215
	Iteration 18Q: 3 clusters Score -2380992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2381008.250000 Penalty: 4864.970215
	Iteration 19Q: 3 clusters Score -2381008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2381027.500000 Penalty: 4864.970215
	Iteration 20F: 3 clusters Score -2381028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2381033.250000 Penalty: 4864.970215
	Iteration 21Q: 3 clusters Score -2381033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2381036.000000 Penalty: 4864.970215
	Iteration 22Q: 3 clusters Score -2381036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2381042.000000 Penalty: 4864.970215
	Iteration 23Q: 3 clusters Score -2381042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2381046.000000 Penalty: 4864.970215
	Iteration 24Q: 3 clusters Score -2381046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2381052.500000 Penalty: 4864.970215
	Iteration 25Q: 3 clusters Score -2381052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2381056.500000 Penalty: 4864.970215
	Iteration 26Q: 3 clusters Score -2381056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2381055.500000 Penalty: 4864.970215
	Iteration 27Q: 3 clusters Score -2381056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2381057.000000 Penalty: 4864.970215
	Iteration 28Q: 3 clusters Score -2381057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2381056.000000 Penalty: 4864.970215
	Iteration 29Q: 3 clusters Score -2381056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2381062.250000 Penalty: 4864.970215
	Iteration 30Q: 3 clusters Score -2381062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2381064.250000 Penalty: 4864.970215
	Iteration 31Q: 3 clusters Score -2381064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2381066.000000 Penalty: 4864.970215
	Iteration 32Q: 3 clusters Score -2381066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2381070.000000 Penalty: 4864.970215
	Iteration 33Q: 3 clusters Score -2381070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2381070.500000 Penalty: 4864.970215
	Iteration 34Q: 3 clusters Score -2381070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2381071.000000 Penalty: 4864.970215
	Iteration 35Q: 3 clusters Score -2381071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2381071.000000 Penalty: 4864.970215
	Iteration 36Q: 3 clusters Score -2381071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2381069.500000 Penalty: 4864.970215
	Iteration 37Q: 3 clusters Score -2381070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2381072.750000 Penalty: 4864.970215
	Iteration 38Q: 3 clusters Score -2381073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2381073.500000 Penalty: 4864.970215
	Iteration 39Q: 3 clusters Score -2381074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2381072.500000 Penalty: 4864.970215
	Iteration 40F: 3 clusters Score -2381072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2381074.000000 Penalty: 4864.970215
	Iteration 41Q: 3 clusters Score -2381074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2381073.250000 Penalty: 4864.970215
	Iteration 42Q: 3 clusters Score -2381073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2381073.500000 Penalty: 4864.970215
	Iteration 43Q: 3 clusters Score -2381074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2381070.000000 Penalty: 4864.970215
	Iteration 44Q: 3 clusters Score -2381070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2381069.000000 Penalty: 4864.970215
	Iteration 45Q: 3 clusters Score -2381069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2381070.250000 Penalty: 4864.970215
	Iteration 46Q: 3 clusters Score -2381070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2381076.500000 Penalty: 4864.970215
	Iteration 47Q: 3 clusters Score -2381076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2381077.500000 Penalty: 4864.970215
	Iteration 48Q: 3 clusters Score -2381078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2381079.500000 Penalty: 4864.970215
	Iteration 49Q: 3 clusters Score -2381080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2381080.250000 Penalty: 4864.970215
	Iteration 50Q: 3 clusters Score -2381080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2381080.750000 Penalty: 4864.970215
	Iteration 51Q: 3 clusters Score -2381081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2381081.500000 Penalty: 4864.970215
	Iteration 52Q: 3 clusters Score -2381082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2381086.750000 Penalty: 4864.970215
	Iteration 53Q: 3 clusters Score -2381087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2381085.000000 Penalty: 4864.970215
	Iteration 54Q: 3 clusters Score -2381085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2381085.250000 Penalty: 4864.970215
	Iteration 55Q: 3 clusters Score -2381085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2381085.000000 Penalty: 4864.970215
	Iteration 56Q: 3 clusters Score -2381085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2381087.000000 Penalty: 4864.970215
	Iteration 57Q: 3 clusters Score -2381087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2381083.500000 Penalty: 4864.970215
	Iteration 58Q: 3 clusters Score -2381084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2381084.250000 Penalty: 4864.970215
	Iteration 59Q: 3 clusters Score -2381084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2381084.250000 Penalty: 4864.970215
	Iteration 60F: 3 clusters Score -2381084 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56420.777344 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56420.78 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56902.402344 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -56902.4 nChanged 53
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: -57261.042969 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57261.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57427.078125 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -57427.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57497.703125 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -57497.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57621.386719 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -57621.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57723.101562 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -57723.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57819.578125 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -57819.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57907.945312 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -57907.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57968.832031 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -57968.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57981.453125 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -57981.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57987.136719 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -57987.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57998.992188 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -57998.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58004.320312 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -58004.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58006.285156 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -58006.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58006.847656 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -58006.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58006.847656 Penalty: 3140.425049
	Iteration 16F: 3 clusters Score -58006.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 172036 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147215 members 
Mstep: Class 7 contains 131448 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 173355 members 
Mstep: Class 10 contains 44489 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
Score: -126426432.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126428136.000000 to -126426432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -487493.656250 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -487493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -483818.718750 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -483818.7 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -484582.812500 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -484582.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -484736.468750 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -484736.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -484820.187500 Penalty: 4066.661621
	Iteration 3Q: 3 clusters Score -484820.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -484876.031250 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -484876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -484905.812500 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -484905.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -484943.843750 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -484943.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -484975.812500 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -484975.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -485003.906250 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -485003.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -485028.750000 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -485028.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -485055.093750 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -485055.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -485084.781250 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -485084.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -485119.843750 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -485119.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -485146.406250 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -485146.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -485167.093750 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -485167.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -485195.437500 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -485195.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -485218.468750 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -485218.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -485235.375000 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -485235.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -485254.593750 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -485254.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -485272.343750 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -485272.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -485291.187500 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -485291.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -485306.125000 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -485306.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -485321.906250 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -485321.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -485334.187500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -485334.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -485346.500000 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -485346.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -485359.593750 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -485359.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -485372.625000 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -485372.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -485386.656250 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -485386.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -485402.437500 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -485402.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -485418.937500 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -485418.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -485438.218750 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -485438.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -485456.562500 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -485456.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -485474.750000 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -485474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -485494.312500 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -485494.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -485517.250000 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -485517.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -485539.062500 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -485539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -485558.625000 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -485558.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -485574.687500 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -485574.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -485593.125000 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -485593.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -485615.312500 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -485615.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -485641.281250 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -485641.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -485666.187500 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -485666.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -485686.531250 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -485686.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -485704.031250 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -485704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -485722.031250 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -485722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -485744.812500 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -485744.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -485766.156250 Penalty: 4066.661621
	Iteration 46Q: 3 clusters Score -485766.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -485802.437500 Penalty: 4066.661621
	Iteration 47Q: 3 clusters Score -485802.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -485862.125000 Penalty: 4066.661621
	Iteration 48Q: 3 clusters Score -485862.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -485934.312500 Penalty: 4066.661621
	Iteration 49Q: 3 clusters Score -485934.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -486033.031250 Penalty: 4066.661621
	Iteration 50Q: 3 clusters Score -486033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -486101.406250 Penalty: 4066.661621
	Iteration 51Q: 3 clusters Score -486101.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -486165.250000 Penalty: 4066.661621
	Iteration 52Q: 3 clusters Score -486165.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -486225.750000 Penalty: 4066.661621
	Iteration 53Q: 3 clusters Score -486225.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -486253.437500 Penalty: 4066.661621
	Iteration 54Q: 3 clusters Score -486253.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -486273.218750 Penalty: 4066.661621
	Iteration 55Q: 3 clusters Score -486273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -486286.656250 Penalty: 4066.661621
	Iteration 56Q: 3 clusters Score -486286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -486303.750000 Penalty: 4066.661621
	Iteration 57Q: 3 clusters Score -486303.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -486319.687500 Penalty: 4066.661621
	Iteration 58Q: 3 clusters Score -486319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -486323.468750 Penalty: 4066.661621
	Iteration 59Q: 3 clusters Score -486323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -486326.406250 Penalty: 4066.661621
	Iteration 60F: 3 clusters Score -486326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -486330.312500 Penalty: 4066.661621
	Iteration 61Q: 3 clusters Score -486330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -486331.625000 Penalty: 4066.661621
	Iteration 62Q: 3 clusters Score -486331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -486333.031250 Penalty: 4066.661621
	Iteration 63Q: 3 clusters Score -486333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -486333.312500 Penalty: 4066.661621
	Iteration 64Q: 3 clusters Score -486333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -486333.312500 Penalty: 4066.661621
	Iteration 65F: 3 clusters Score -486333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Entering Unmasked Estep 
Score: -6712084.500000 Penalty: 2679.284912
	Iteration 0F: 2 clusters Score -6712084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -6678772.500000 Penalty: 5358.569824
	Iteration 0F: 3 clusters Score -6678772 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -6691556.000000 Penalty: 5358.569824
	Iteration 1F: 3 clusters Score -6691556 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6692243.000000 Penalty: 5358.569824
	Iteration 2Q: 3 clusters Score -6692243 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6692990.500000 Penalty: 5358.569824
	Iteration 3Q: 3 clusters Score -6692990 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -6693977.500000 Penalty: 5358.569824
	Iteration 4Q: 3 clusters Score -6693978 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6695408.500000 Penalty: 5358.569824
	Iteration 5Q: 3 clusters Score -6695408 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -6697611.000000 Penalty: 5358.569824
	Iteration 6F: 3 clusters Score -6697611 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -6700340.000000 Penalty: 5358.569824
	Iteration 7F: 3 clusters Score -6700340 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -6703227.500000 Penalty: 5358.569824
	Iteration 8F: 3 clusters Score -6703228 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6705648.000000 Penalty: 5358.569824
	Iteration 9F: 3 clusters Score -6705648 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6707450.000000 Penalty: 5358.569824
	Iteration 10Q: 3 clusters Score -6707450 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6708528.500000 Penalty: 5358.569824
	Iteration 11Q: 3 clusters Score -6708528 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6709079.000000 Penalty: 5358.569824
	Iteration 12Q: 3 clusters Score -6709079 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6709348.500000 Penalty: 5358.569824
	Iteration 13Q: 3 clusters Score -6709348 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6709491.000000 Penalty: 5358.569824
	Iteration 14Q: 3 clusters Score -6709491 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6709570.500000 Penalty: 5358.569824
	Iteration 15Q: 3 clusters Score -6709570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6709627.000000 Penalty: 5358.569824
	Iteration 16Q: 3 clusters Score -6709627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6709668.000000 Penalty: 5358.569824
	Iteration 17Q: 3 clusters Score -6709668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6709690.000000 Penalty: 5358.569824
	Iteration 18Q: 3 clusters Score -6709690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6709719.500000 Penalty: 5358.569824
	Iteration 19Q: 3 clusters Score -6709720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6709726.500000 Penalty: 5358.569824
	Iteration 20F: 3 clusters Score -6709726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6709738.500000 Penalty: 5358.569824
	Iteration 21Q: 3 clusters Score -6709738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6709745.500000 Penalty: 5358.569824
	Iteration 22Q: 3 clusters Score -6709746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6709750.000000 Penalty: 5358.569824
	Iteration 23Q: 3 clusters Score -6709750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6709757.000000 Penalty: 5358.569824
	Iteration 24Q: 3 clusters Score -6709757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6709755.000000 Penalty: 5358.569824
	Iteration 25Q: 3 clusters Score -6709755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6709755.000000 Penalty: 5358.569824
	Iteration 26F: 3 clusters Score -6709755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68410.492188 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68410.49 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68666.156250 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68666.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68789.734375 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -68789.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68916.835938 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -68916.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69033.242188 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -69033.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69101.031250 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69101.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69167.265625 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69167.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69245.226562 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69245.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69340.453125 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69340.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69527.789062 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69527.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69727.046875 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69727.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69841.296875 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -69841.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70034.609375 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -70034.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70103.804688 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -70103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70103.804688 Penalty: 3168.726318
	Iteration 14F: 3 clusters Score -70103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 172036 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147215 members 
Mstep: Class 7 contains 131448 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 173355 members 
Mstep: Class 10 contains 44489 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 237 members 
Entering Unmasked Estep 
Score: -126426552.000000 Penalty: 92212.148438
Splitting cluster 15 changes total score from -126428136.000000 to -126426552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -1106521.250000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -1106521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1100101.375000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -1100101 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1101718.000000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -1101718 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1101966.125000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -1101966 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1102146.750000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -1102147 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1102290.125000 Penalty: 4465.034668
	Iteration 4Q: 3 clusters Score -1102290 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1102410.625000 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -1102411 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1102518.000000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -1102518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1102607.875000 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -1102608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1102695.125000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -1102695 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1102814.000000 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -1102814 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1102949.125000 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -1102949 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1103097.000000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -1103097 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1103290.375000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -1103290 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1103514.750000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -1103515 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1103767.750000 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -1103768 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1103972.625000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -1103973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1104103.625000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -1104104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1104190.750000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -1104191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1104272.375000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -1104272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1104325.000000 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -1104325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1104371.750000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -1104372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1104406.500000 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -1104406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1104448.875000 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -1104449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1104474.875000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -1104475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1104506.750000 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -1104507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1104516.125000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -1104516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1104518.250000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -1104518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1104522.500000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -1104522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1104525.625000 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -1104526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1104529.625000 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -1104530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1104534.750000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -1104535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1104537.375000 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -1104537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1104540.750000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -1104541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1104541.500000 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -1104542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1104542.125000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -1104542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1104542.125000 Penalty: 4465.034668
	Iteration 35F: 3 clusters Score -1104542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -919256.125000 Penalty: 2200.793701
	Iteration 0F: 2 clusters Score -919256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -913377.500000 Penalty: 4401.587402
	Iteration 0F: 3 clusters Score -913377.5 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -915155.250000 Penalty: 4401.587402
	Iteration 1F: 3 clusters Score -915155.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -915725.625000 Penalty: 4401.587402
	Iteration 2F: 3 clusters Score -915725.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -916270.250000 Penalty: 4401.587402
	Iteration 3F: 3 clusters Score -916270.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -916770.000000 Penalty: 4401.587402
	Iteration 4F: 3 clusters Score -916770 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -917215.875000 Penalty: 4401.587402
	Iteration 5F: 3 clusters Score -917215.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -917559.250000 Penalty: 4401.587402
	Iteration 6F: 3 clusters Score -917559.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -917755.875000 Penalty: 4401.587402
	Iteration 7Q: 3 clusters Score -917755.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -917895.625000 Penalty: 4401.587402
	Iteration 8Q: 3 clusters Score -917895.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -917992.125000 Penalty: 4401.587402
	Iteration 9Q: 3 clusters Score -917992.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -918065.750000 Penalty: 4401.587402
	Iteration 10Q: 3 clusters Score -918065.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -918108.875000 Penalty: 4401.587402
	Iteration 11Q: 3 clusters Score -918108.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -918146.562500 Penalty: 4401.587402
	Iteration 12Q: 3 clusters Score -918146.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -918168.312500 Penalty: 4401.587402
	Iteration 13Q: 3 clusters Score -918168.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -918188.062500 Penalty: 4401.587402
	Iteration 14Q: 3 clusters Score -918188.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -918201.250000 Penalty: 4401.587402
	Iteration 15Q: 3 clusters Score -918201.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -918211.875000 Penalty: 4401.587402
	Iteration 16Q: 3 clusters Score -918211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -918218.750000 Penalty: 4401.587402
	Iteration 17Q: 3 clusters Score -918218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -918227.437500 Penalty: 4401.587402
	Iteration 18Q: 3 clusters Score -918227.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -918237.937500 Penalty: 4401.587402
	Iteration 19Q: 3 clusters Score -918237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -918242.750000 Penalty: 4401.587402
	Iteration 20F: 3 clusters Score -918242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -918247.000000 Penalty: 4401.587402
	Iteration 21Q: 3 clusters Score -918247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -918248.500000 Penalty: 4401.587402
	Iteration 22Q: 3 clusters Score -918248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -918250.125000 Penalty: 4401.587402
	Iteration 23Q: 3 clusters Score -918250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -918253.562500 Penalty: 4401.587402
	Iteration 24Q: 3 clusters Score -918253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -918255.687500 Penalty: 4401.587402
	Iteration 25Q: 3 clusters Score -918255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -918255.687500 Penalty: 4401.587402
	Iteration 26Q: 3 clusters Score -918255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -918255.687500 Penalty: 4401.587402
	Iteration 27F: 3 clusters Score -918255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -63288.371094 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -63288.37 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 246 members 
Entering Unmasked Estep 
Score: -61778.085938 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -61778.09 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61959.101562 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -61959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61993.472656 Penalty: 3087.380859
	Iteration 2Q: 3 clusters Score -61993.47 nChanged 11
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: -62018.671875 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -62018.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62023.414062 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -62023.41 nChanged 1
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: -62026.378906 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -62026.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62033.726562 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -62033.73 nChanged 2
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: -62038.289062 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -62038.29 nChanged 4
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: -62049.152344 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -62049.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62052.542969 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -62052.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62052.542969 Penalty: 3087.380859
	Iteration 10F: 3 clusters Score -62052.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Entering Unmasked Estep 
Score: -9290062.000000 Penalty: 2768.413086
	Iteration 0F: 2 clusters Score -9290062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -9242987.000000 Penalty: 5536.826172
	Iteration 0F: 3 clusters Score -9242987 nChanged 33009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -9261769.000000 Penalty: 5536.826172
	Iteration 1F: 3 clusters Score -9261769 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -9262825.000000 Penalty: 5536.826172
	Iteration 2Q: 3 clusters Score -9262825 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -9264440.000000 Penalty: 5536.826172
	Iteration 3Q: 3 clusters Score -9264440 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -9267266.000000 Penalty: 5536.826172
	Iteration 4F: 3 clusters Score -9267266 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -9271596.000000 Penalty: 5536.826172
	Iteration 5F: 3 clusters Score -9271596 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -9276895.000000 Penalty: 5536.826172
	Iteration 6F: 3 clusters Score -9276895 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -9281675.000000 Penalty: 5536.826172
	Iteration 7F: 3 clusters Score -9281675 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -9284732.000000 Penalty: 5536.826172
	Iteration 8Q: 3 clusters Score -9284732 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9286297.000000 Penalty: 5536.826172
	Iteration 9Q: 3 clusters Score -9286297 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9286919.000000 Penalty: 5536.826172
	Iteration 10Q: 3 clusters Score -9286919 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9287216.000000 Penalty: 5536.826172
	Iteration 11Q: 3 clusters Score -9287216 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9287408.000000 Penalty: 5536.826172
	Iteration 12Q: 3 clusters Score -9287408 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9287561.000000 Penalty: 5536.826172
	Iteration 13Q: 3 clusters Score -9287561 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9287627.000000 Penalty: 5536.826172
	Iteration 14Q: 3 clusters Score -9287627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9287688.000000 Penalty: 5536.826172
	Iteration 15Q: 3 clusters Score -9287688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9287715.000000 Penalty: 5536.826172
	Iteration 16Q: 3 clusters Score -9287715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9287745.000000 Penalty: 5536.826172
	Iteration 17Q: 3 clusters Score -9287745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9287758.000000 Penalty: 5536.826172
	Iteration 18Q: 3 clusters Score -9287758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9287767.000000 Penalty: 5536.826172
	Iteration 19Q: 3 clusters Score -9287767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9287777.000000 Penalty: 5536.826172
	Iteration 20F: 3 clusters Score -9287777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9287768.000000 Penalty: 5536.826172
	Iteration 21Q: 3 clusters Score -9287768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9287778.000000 Penalty: 5536.826172
	Iteration 22Q: 3 clusters Score -9287778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9287784.000000 Penalty: 5536.826172
	Iteration 23Q: 3 clusters Score -9287784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9287784.000000 Penalty: 5536.826172
	Iteration 24Q: 3 clusters Score -9287784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9287787.000000 Penalty: 5536.826172
	Iteration 25Q: 3 clusters Score -9287787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9287776.000000 Penalty: 5536.826172
	Iteration 26Q: 3 clusters Score -9287776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9287784.000000 Penalty: 5536.826172
	Iteration 27Q: 3 clusters Score -9287784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9287784.000000 Penalty: 5536.826172
	Iteration 28F: 3 clusters Score -9287784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71093.328125 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71093.33 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71408.890625 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71408.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71616.710938 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71616.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71736.148438 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -71736.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71864.882812 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -71864.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71961.320312 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71961.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72085.109375 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -72085.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72232.093750 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -72232.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72290.445312 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -72290.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72312.796875 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -72312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72336.398438 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72350.937500 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72350.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72362.078125 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -72362.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72389.820312 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -72389.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72429.609375 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -72429.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72442.867188 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -72442.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72448.851562 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -72448.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72452.343750 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -72452.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72452.343750 Penalty: 3185.124756
	Iteration 18F: 3 clusters Score -72452.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Entering Unmasked Estep 
Score: -4052982.500000 Penalty: 2566.291260
	Iteration 0F: 2 clusters Score -4052982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4031797.250000 Penalty: 5132.582520
	Iteration 0F: 3 clusters Score -4031797 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4039442.000000 Penalty: 5132.582520
	Iteration 1F: 3 clusters Score -4039442 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4039970.750000 Penalty: 5132.582520
	Iteration 2Q: 3 clusters Score -4039971 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4040554.000000 Penalty: 5132.582520
	Iteration 3Q: 3 clusters Score -4040554 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4041334.750000 Penalty: 5132.582520
	Iteration 4Q: 3 clusters Score -4041335 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4042390.250000 Penalty: 5132.582520
	Iteration 5F: 3 clusters Score -4042390 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4043732.750000 Penalty: 5132.582520
	Iteration 6F: 3 clusters Score -4043733 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4045211.250000 Penalty: 5132.582520
	Iteration 7F: 3 clusters Score -4045211 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4046494.500000 Penalty: 5132.582520
	Iteration 8F: 3 clusters Score -4046494 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4047608.000000 Penalty: 5132.582520
	Iteration 9F: 3 clusters Score -4047608 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4048537.750000 Penalty: 5132.582520
	Iteration 10Q: 3 clusters Score -4048538 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4049237.000000 Penalty: 5132.582520
	Iteration 11Q: 3 clusters Score -4049237 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4049685.500000 Penalty: 5132.582520
	Iteration 12Q: 3 clusters Score -4049686 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4050031.750000 Penalty: 5132.582520
	Iteration 13Q: 3 clusters Score -4050032 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -4050270.250000 Penalty: 5132.582520
	Iteration 14Q: 3 clusters Score -4050270 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4050440.000000 Penalty: 5132.582520
	Iteration 15Q: 3 clusters Score -4050440 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4050552.750000 Penalty: 5132.582520
	Iteration 16Q: 3 clusters Score -4050553 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4050626.250000 Penalty: 5132.582520
	Iteration 17Q: 3 clusters Score -4050626 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4050696.000000 Penalty: 5132.582520
	Iteration 18Q: 3 clusters Score -4050696 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4050745.750000 Penalty: 5132.582520
	Iteration 19Q: 3 clusters Score -4050746 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4050794.000000 Penalty: 5132.582520
	Iteration 20F: 3 clusters Score -4050794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4050836.000000 Penalty: 5132.582520
	Iteration 21Q: 3 clusters Score -4050836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4050875.500000 Penalty: 5132.582520
	Iteration 22Q: 3 clusters Score -4050876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4050907.750000 Penalty: 5132.582520
	Iteration 23Q: 3 clusters Score -4050908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4050936.250000 Penalty: 5132.582520
	Iteration 24Q: 3 clusters Score -4050936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4050960.500000 Penalty: 5132.582520
	Iteration 25Q: 3 clusters Score -4050960 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4051006.000000 Penalty: 5132.582520
	Iteration 26Q: 3 clusters Score -4051006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4051066.500000 Penalty: 5132.582520
	Iteration 27Q: 3 clusters Score -4051066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4051143.500000 Penalty: 5132.582520
	Iteration 28Q: 3 clusters Score -4051144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4051233.250000 Penalty: 5132.582520
	Iteration 29Q: 3 clusters Score -4051233 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4051320.250000 Penalty: 5132.582520
	Iteration 30Q: 3 clusters Score -4051320 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4051404.500000 Penalty: 5132.582520
	Iteration 31Q: 3 clusters Score -4051404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4051452.500000 Penalty: 5132.582520
	Iteration 32Q: 3 clusters Score -4051452 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -4051480.250000 Penalty: 5132.582520
	Iteration 33Q: 3 clusters Score -4051480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4051499.500000 Penalty: 5132.582520
	Iteration 34Q: 3 clusters Score -4051500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4051511.250000 Penalty: 5132.582520
	Iteration 35Q: 3 clusters Score -4051511 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4051529.750000 Penalty: 5132.582520
	Iteration 36Q: 3 clusters Score -4051530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4051538.000000 Penalty: 5132.582520
	Iteration 37Q: 3 clusters Score -4051538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4051541.500000 Penalty: 5132.582520
	Iteration 38Q: 3 clusters Score -4051542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4051534.750000 Penalty: 5132.582520
	Iteration 39Q: 3 clusters Score -4051535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4051536.000000 Penalty: 5132.582520
	Iteration 40F: 3 clusters Score -4051536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4051532.000000 Penalty: 5132.582520
	Iteration 41Q: 3 clusters Score -4051532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4051532.250000 Penalty: 5132.582520
	Iteration 42Q: 3 clusters Score -4051532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -4051531.250000 Penalty: 5132.582520
	Iteration 43Q: 3 clusters Score -4051531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4051535.000000 Penalty: 5132.582520
	Iteration 44Q: 3 clusters Score -4051535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4051535.000000 Penalty: 5132.582520
	Iteration 45F: 3 clusters Score -4051535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 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 317 members 
Entering Unmasked Estep 
Score: -72206.960938 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72206.96 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72681.062500 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72681.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73248.171875 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -73248.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73519.757812 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -73519.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -73723.039062 Penalty: 3209.516602
	Iteration 4F: 3 clusters Score -73723.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73842.585938 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73842.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73937.281250 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73937.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -73997.726562 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73997.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -74037.429688 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -74037.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74043.960938 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -74043.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -74051.093750 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -74051.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -74051.093750 Penalty: 3209.516602
	Iteration 11F: 3 clusters Score -74051.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 172036 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147215 members 
Mstep: Class 7 contains 131448 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 173355 members 
Mstep: Class 10 contains 44489 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 22 contains 473 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 173 members 
Entering Unmasked Estep 
Score: -126426512.000000 Penalty: 92212.148438
Splitting cluster 22 changes total score from -126428136.000000 to -126426512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 111 members 
Entering Unmasked Estep 
Score: -19580.332031 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19580.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19664.625000 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19664.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19730.488281 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19730.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19782.779297 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19782.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19790.812500 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19790.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19794.591797 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19794.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19802.982422 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -19802.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19807.574219 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -19807.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19807.574219 Penalty: 2630.439209
	Iteration 8F: 3 clusters Score -19807.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -78363.976562 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -78363.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76664.742188 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -76664.74 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76945.375000 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -76945.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77092.632812 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -77092.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77184.343750 Penalty: 3296.609619
	Iteration 3F: 3 clusters Score -77184.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77254.859375 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -77254.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77301.218750 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -77301.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77337.000000 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -77337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77374.218750 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -77374.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77404.656250 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -77404.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77436.898438 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -77436.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77456.726562 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -77456.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77465.484375 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -77465.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77473.750000 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -77473.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77478.976562 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -77478.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77485.976562 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -77485.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77488.281250 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -77488.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77490.906250 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -77490.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77495.906250 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -77495.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77507.648438 Penalty: 3296.609619
	Iteration 18Q: 3 clusters Score -77507.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77515.906250 Penalty: 3296.609619
	Iteration 19Q: 3 clusters Score -77515.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77520.179688 Penalty: 3296.609619
	Iteration 20F: 3 clusters Score -77520.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77523.078125 Penalty: 3296.609619
	Iteration 21Q: 3 clusters Score -77523.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77526.375000 Penalty: 3296.609619
	Iteration 22Q: 3 clusters Score -77526.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77531.429688 Penalty: 3296.609619
	Iteration 23Q: 3 clusters Score -77531.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77540.367188 Penalty: 3296.609619
	Iteration 24Q: 3 clusters Score -77540.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77550.632812 Penalty: 3296.609619
	Iteration 25Q: 3 clusters Score -77550.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77553.906250 Penalty: 3296.609619
	Iteration 26Q: 3 clusters Score -77553.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77556.312500 Penalty: 3296.609619
	Iteration 27Q: 3 clusters Score -77556.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77559.906250 Penalty: 3296.609619
	Iteration 28Q: 3 clusters Score -77559.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77565.296875 Penalty: 3296.609619
	Iteration 29Q: 3 clusters Score -77565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77575.539062 Penalty: 3296.609619
	Iteration 30Q: 3 clusters Score -77575.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77582.406250 Penalty: 3296.609619
	Iteration 31Q: 3 clusters Score -77582.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77582.406250 Penalty: 3296.609619
	Iteration 32F: 3 clusters Score -77582.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -219982.062500 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -219982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -217573.265625 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -217573.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -217957.500000 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -217957.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -218082.312500 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -218082.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -218168.125000 Penalty: 3702.965088
	Iteration 3Q: 3 clusters Score -218168.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -218220.859375 Penalty: 3702.965088
	Iteration 4Q: 3 clusters Score -218220.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -218289.781250 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -218289.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -218376.484375 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -218376.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -218461.281250 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -218461.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218542.890625 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -218542.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -218611.359375 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -218611.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -218685.015625 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -218685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -218756.656250 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -218756.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -218804.687500 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -218804.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -218841.140625 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -218841.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -218862.656250 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -218862.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -218881.296875 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -218881.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -218894.406250 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -218894.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -218906.140625 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -218906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -218920.937500 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -218920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -218930.828125 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -218930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -218939.000000 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -218939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -218944.984375 Penalty: 3702.965088
	Iteration 21Q: 3 clusters Score -218945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -218947.656250 Penalty: 3702.965088
	Iteration 22Q: 3 clusters Score -218947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -218948.000000 Penalty: 3702.965088
	Iteration 23Q: 3 clusters Score -218948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -218949.046875 Penalty: 3702.965088
	Iteration 24Q: 3 clusters Score -218949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -218950.375000 Penalty: 3702.965088
	Iteration 25Q: 3 clusters Score -218950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -218950.375000 Penalty: 3702.965088
	Iteration 26F: 3 clusters Score -218950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 102 members 
Entering Unmasked Estep 
Score: -19159.597656 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19233.888672 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19233.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19248.605469 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19248.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19250.208984 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19250.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19250.208984 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19250.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 172036 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147215 members 
Mstep: Class 7 contains 131448 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 173355 members 
Mstep: Class 10 contains 44489 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49196 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70471 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428272.000000 Penalty: 88796.882812
Iteration 319Q: 27 clusters Score -1.264283e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 172032 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147217 members 
Mstep: Class 7 contains 131441 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 173325 members 
Mstep: Class 10 contains 44510 members 
Mstep: Class 11 contains 18184 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8138 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70474 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 320F: 27 clusters Score -1.264284e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 172031 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 147218 members 
Mstep: Class 7 contains 131424 members 
Mstep: Class 8 contains 13303 members 
Mstep: Class 9 contains 173281 members 
Mstep: Class 10 contains 44540 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8163 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70478 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31190 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428416.000000 Penalty: 88796.882812
Iteration 321Q: 27 clusters Score -1.264284e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 172034 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 147213 members 
Mstep: Class 7 contains 131414 members 
Mstep: Class 8 contains 13304 members 
Mstep: Class 9 contains 173250 members 
Mstep: Class 10 contains 44563 members 
Mstep: Class 11 contains 18184 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49198 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70480 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31185 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 322Q: 27 clusters Score -1.264283e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8914 members 
Mstep: Class 4 contains 172029 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 147228 members 
Mstep: Class 7 contains 131400 members 
Mstep: Class 8 contains 13308 members 
Mstep: Class 9 contains 173208 members 
Mstep: Class 10 contains 44588 members 
Mstep: Class 11 contains 18184 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49192 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70484 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31181 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 323Q: 27 clusters Score -1.264283e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 172028 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 147238 members 
Mstep: Class 7 contains 131394 members 
Mstep: Class 8 contains 13308 members 
Mstep: Class 9 contains 173184 members 
Mstep: Class 10 contains 44609 members 
Mstep: Class 11 contains 18184 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49190 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70481 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31179 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428408.000000 Penalty: 88796.882812
Iteration 324Q: 27 clusters Score -1.264284e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 172025 members 
Mstep: Class 5 contains 24484 members 
Mstep: Class 6 contains 147251 members 
Mstep: Class 7 contains 131393 members 
Mstep: Class 8 contains 13308 members 
Mstep: Class 9 contains 173143 members 
Mstep: Class 10 contains 44633 members 
Mstep: Class 11 contains 18182 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49186 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8239 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70482 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31181 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428432.000000 Penalty: 88796.882812
Iteration 325Q: 27 clusters Score -1.264284e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8914 members 
Mstep: Class 4 contains 172017 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 147249 members 
Mstep: Class 7 contains 131387 members 
Mstep: Class 8 contains 13309 members 
Mstep: Class 9 contains 173128 members 
Mstep: Class 10 contains 44649 members 
Mstep: Class 11 contains 18178 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49185 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70482 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31180 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428488.000000 Penalty: 88796.882812
Iteration 326Q: 27 clusters Score -1.264285e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 172004 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 147261 members 
Mstep: Class 7 contains 131382 members 
Mstep: Class 8 contains 13309 members 
Mstep: Class 9 contains 173104 members 
Mstep: Class 10 contains 44667 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49187 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70488 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31181 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428408.000000 Penalty: 88796.882812
Iteration 327Q: 27 clusters Score -1.264284e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 172003 members 
Mstep: Class 5 contains 24479 members 
Mstep: Class 6 contains 147284 members 
Mstep: Class 7 contains 131362 members 
Mstep: Class 8 contains 13309 members 
Mstep: Class 9 contains 173073 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 18173 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49186 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8286 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70488 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31182 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428408.000000 Penalty: 88796.882812
Iteration 328Q: 27 clusters Score -1.264284e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 171997 members 
Mstep: Class 5 contains 24476 members 
Mstep: Class 6 contains 147287 members 
Mstep: Class 7 contains 131354 members 
Mstep: Class 8 contains 13309 members 
Mstep: Class 9 contains 173042 members 
Mstep: Class 10 contains 44705 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49188 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70488 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31182 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428472.000000 Penalty: 88796.882812
Iteration 329Q: 27 clusters Score -1.264285e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171989 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 147293 members 
Mstep: Class 7 contains 131343 members 
Mstep: Class 8 contains 13307 members 
Mstep: Class 9 contains 173011 members 
Mstep: Class 10 contains 44735 members 
Mstep: Class 11 contains 18165 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49187 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70498 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31181 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428576.000000 Penalty: 88796.882812
Iteration 330Q: 27 clusters Score -1.264286e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171991 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 147294 members 
Mstep: Class 7 contains 131324 members 
Mstep: Class 8 contains 13308 members 
Mstep: Class 9 contains 172985 members 
Mstep: Class 10 contains 44764 members 
Mstep: Class 11 contains 18167 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49185 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70498 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31180 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428552.000000 Penalty: 88796.882812
Iteration 331Q: 27 clusters Score -1.264286e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171986 members 
Mstep: Class 5 contains 24472 members 
Mstep: Class 6 contains 147300 members 
Mstep: Class 7 contains 131314 members 
Mstep: Class 8 contains 13307 members 
Mstep: Class 9 contains 172952 members 
Mstep: Class 10 contains 44791 members 
Mstep: Class 11 contains 18167 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49184 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8369 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70499 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31179 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428576.000000 Penalty: 88796.882812
Iteration 332Q: 27 clusters Score -1.264286e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171988 members 
Mstep: Class 5 contains 24467 members 
Mstep: Class 6 contains 147309 members 
Mstep: Class 7 contains 131310 members 
Mstep: Class 8 contains 13304 members 
Mstep: Class 9 contains 172934 members 
Mstep: Class 10 contains 44807 members 
Mstep: Class 11 contains 18165 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49178 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70497 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31177 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428504.000000 Penalty: 88796.882812
Iteration 333Q: 27 clusters Score -1.264285e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171974 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 147307 members 
Mstep: Class 7 contains 131294 members 
Mstep: Class 8 contains 13303 members 
Mstep: Class 9 contains 172942 members 
Mstep: Class 10 contains 44828 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 49176 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8396 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70499 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31177 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 771 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428424.000000 Penalty: 88796.882812
Iteration 334Q: 27 clusters Score -1.264284e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 171963 members 
Mstep: Class 5 contains 24456 members 
Mstep: Class 6 contains 147300 members 
Mstep: Class 7 contains 131287 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172914 members 
Mstep: Class 10 contains 44861 members 
Mstep: Class 11 contains 18156 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 49177 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8418 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70501 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428448.000000 Penalty: 88796.882812
Iteration 335Q: 27 clusters Score -1.264284e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 171967 members 
Mstep: Class 5 contains 24458 members 
Mstep: Class 6 contains 147318 members 
Mstep: Class 7 contains 131272 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172885 members 
Mstep: Class 10 contains 44881 members 
Mstep: Class 11 contains 18154 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 49171 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70499 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31170 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428512.000000 Penalty: 88796.882812
Iteration 336Q: 27 clusters Score -1.264285e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171981 members 
Mstep: Class 5 contains 24452 members 
Mstep: Class 6 contains 147304 members 
Mstep: Class 7 contains 131250 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172875 members 
Mstep: Class 10 contains 44909 members 
Mstep: Class 11 contains 18148 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 49165 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70504 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31169 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428440.000000 Penalty: 88796.882812
Iteration 337Q: 27 clusters Score -1.264284e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171981 members 
Mstep: Class 5 contains 24452 members 
Mstep: Class 6 contains 147323 members 
Mstep: Class 7 contains 131231 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172846 members 
Mstep: Class 10 contains 44933 members 
Mstep: Class 11 contains 18143 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49161 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70506 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31166 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428376.000000 Penalty: 88796.882812
Iteration 338Q: 27 clusters Score -1.264284e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 171999 members 
Mstep: Class 5 contains 24453 members 
Mstep: Class 6 contains 147328 members 
Mstep: Class 7 contains 131205 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 44962 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49157 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70510 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31164 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 339Q: 27 clusters Score -1.264284e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8926 members 
Mstep: Class 4 contains 172015 members 
Mstep: Class 5 contains 24456 members 
Mstep: Class 6 contains 147333 members 
Mstep: Class 7 contains 131180 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172777 members 
Mstep: Class 10 contains 44986 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49151 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70513 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31162 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 774 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428464.000000 Penalty: 88796.882812
Iteration 340F: 27 clusters Score -1.264285e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 172018 members 
Mstep: Class 5 contains 24458 members 
Mstep: Class 6 contains 147343 members 
Mstep: Class 7 contains 131161 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172755 members 
Mstep: Class 10 contains 45001 members 
Mstep: Class 11 contains 18136 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49146 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8512 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70516 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31161 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 341Q: 27 clusters Score -1.264283e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 172016 members 
Mstep: Class 5 contains 24455 members 
Mstep: Class 6 contains 147367 members 
Mstep: Class 7 contains 131148 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172727 members 
Mstep: Class 10 contains 45024 members 
Mstep: Class 11 contains 18135 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49142 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70519 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31158 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 342Q: 27 clusters Score -1.264283e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 172017 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 147391 members 
Mstep: Class 7 contains 131137 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172703 members 
Mstep: Class 10 contains 45032 members 
Mstep: Class 11 contains 18133 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49137 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70522 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31157 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428400.000000 Penalty: 88796.882812
Iteration 343Q: 27 clusters Score -1.264284e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 172022 members 
Mstep: Class 5 contains 24460 members 
Mstep: Class 6 contains 147420 members 
Mstep: Class 7 contains 131117 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172666 members 
Mstep: Class 10 contains 45049 members 
Mstep: Class 11 contains 18127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49133 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8540 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70526 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31156 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428448.000000 Penalty: 88796.882812
Iteration 344Q: 27 clusters Score -1.264284e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 172011 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 147463 members 
Mstep: Class 7 contains 131102 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172635 members 
Mstep: Class 10 contains 45057 members 
Mstep: Class 11 contains 18124 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49128 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70530 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31155 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 345Q: 27 clusters Score -1.264283e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 172007 members 
Mstep: Class 5 contains 24458 members 
Mstep: Class 6 contains 147499 members 
Mstep: Class 7 contains 131092 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172602 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 18122 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49125 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70529 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428352.000000 Penalty: 88796.882812
Iteration 346Q: 27 clusters Score -1.264284e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 172009 members 
Mstep: Class 5 contains 24457 members 
Mstep: Class 6 contains 147533 members 
Mstep: Class 7 contains 131079 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172564 members 
Mstep: Class 10 contains 45077 members 
Mstep: Class 11 contains 18121 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49119 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70532 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31152 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428424.000000 Penalty: 88796.882812
Iteration 347Q: 27 clusters Score -1.264284e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 172003 members 
Mstep: Class 5 contains 24460 members 
Mstep: Class 6 contains 147558 members 
Mstep: Class 7 contains 131060 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172540 members 
Mstep: Class 10 contains 45090 members 
Mstep: Class 11 contains 18122 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49118 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70537 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31152 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 348Q: 27 clusters Score -1.264284e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171999 members 
Mstep: Class 5 contains 24464 members 
Mstep: Class 6 contains 147587 members 
Mstep: Class 7 contains 131028 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172516 members 
Mstep: Class 10 contains 45102 members 
Mstep: Class 11 contains 18121 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49116 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 7147 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70539 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31152 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428440.000000 Penalty: 88796.882812
Iteration 349Q: 27 clusters Score -1.264284e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171988 members 
Mstep: Class 5 contains 24461 members 
Mstep: Class 6 contains 147613 members 
Mstep: Class 7 contains 131010 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172510 members 
Mstep: Class 10 contains 45105 members 
Mstep: Class 11 contains 18120 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 7147 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70539 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31153 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428376.000000 Penalty: 88796.882812
Iteration 350Q: 27 clusters Score -1.264284e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171979 members 
Mstep: Class 5 contains 24461 members 
Mstep: Class 6 contains 147602 members 
Mstep: Class 7 contains 131002 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172514 members 
Mstep: Class 10 contains 45111 members 
Mstep: Class 11 contains 18119 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 7147 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70545 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 351Q: 27 clusters Score -1.264284e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 171966 members 
Mstep: Class 5 contains 24464 members 
Mstep: Class 6 contains 147608 members 
Mstep: Class 7 contains 131000 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172496 members 
Mstep: Class 10 contains 45114 members 
Mstep: Class 11 contains 18119 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49113 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70548 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 352Q: 27 clusters Score -1.264283e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 171950 members 
Mstep: Class 5 contains 24463 members 
Mstep: Class 6 contains 147612 members 
Mstep: Class 7 contains 130991 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172494 members 
Mstep: Class 10 contains 45125 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49113 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70551 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 353Q: 27 clusters Score -1.264284e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 171940 members 
Mstep: Class 5 contains 24466 members 
Mstep: Class 6 contains 147605 members 
Mstep: Class 7 contains 130989 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172505 members 
Mstep: Class 10 contains 45127 members 
Mstep: Class 11 contains 18115 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49113 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70552 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 354Q: 27 clusters Score -1.264283e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 171924 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147626 members 
Mstep: Class 7 contains 130982 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172488 members 
Mstep: Class 10 contains 45136 members 
Mstep: Class 11 contains 18113 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70558 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 355Q: 27 clusters Score -1.264283e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171906 members 
Mstep: Class 5 contains 24470 members 
Mstep: Class 6 contains 147639 members 
Mstep: Class 7 contains 130975 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172482 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 11 contains 18113 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49116 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70566 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428280.000000 Penalty: 88796.882812
Iteration 356Q: 27 clusters Score -1.264283e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171893 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147651 members 
Mstep: Class 7 contains 130963 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172482 members 
Mstep: Class 10 contains 45149 members 
Mstep: Class 11 contains 18112 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70568 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31153 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 357Q: 27 clusters Score -1.264283e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171885 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147663 members 
Mstep: Class 7 contains 130950 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172469 members 
Mstep: Class 10 contains 45156 members 
Mstep: Class 11 contains 18112 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49119 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 70571 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31152 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428336.000000 Penalty: 88796.882812
Iteration 358Q: 27 clusters Score -1.264283e+08 nChanged 107
Entering ConstructFrom: 
Score: -126428336.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Entering Unmasked Estep 
Score: -5495594.500000 Penalty: 2629.078857
	Iteration 0F: 2 clusters Score -5495594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5468428.500000 Penalty: 5258.157715
	Iteration 0F: 3 clusters Score -5468428 nChanged 18263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5478230.500000 Penalty: 5258.157715
	Iteration 1F: 3 clusters Score -5478230 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5478867.500000 Penalty: 5258.157715
	Iteration 2Q: 3 clusters Score -5478868 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -5479527.500000 Penalty: 5258.157715
	Iteration 3Q: 3 clusters Score -5479528 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5480217.000000 Penalty: 5258.157715
	Iteration 4Q: 3 clusters Score -5480217 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5481115.000000 Penalty: 5258.157715
	Iteration 5Q: 3 clusters Score -5481115 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5482325.000000 Penalty: 5258.157715
	Iteration 6F: 3 clusters Score -5482325 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -5484106.000000 Penalty: 5258.157715
	Iteration 7F: 3 clusters Score -5484106 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -5486396.500000 Penalty: 5258.157715
	Iteration 8F: 3 clusters Score -5486396 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5488452.500000 Penalty: 5258.157715
	Iteration 9F: 3 clusters Score -5488452 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -5489614.000000 Penalty: 5258.157715
	Iteration 10Q: 3 clusters Score -5489614 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5490078.000000 Penalty: 5258.157715
	Iteration 11Q: 3 clusters Score -5490078 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5490341.500000 Penalty: 5258.157715
	Iteration 12Q: 3 clusters Score -5490342 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5490537.000000 Penalty: 5258.157715
	Iteration 13Q: 3 clusters Score -5490537 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5490641.500000 Penalty: 5258.157715
	Iteration 14Q: 3 clusters Score -5490642 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5490745.000000 Penalty: 5258.157715
	Iteration 15Q: 3 clusters Score -5490745 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5490887.000000 Penalty: 5258.157715
	Iteration 16Q: 3 clusters Score -5490887 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5490999.500000 Penalty: 5258.157715
	Iteration 17Q: 3 clusters Score -5491000 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -5491087.000000 Penalty: 5258.157715
	Iteration 18Q: 3 clusters Score -5491087 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -5491225.500000 Penalty: 5258.157715
	Iteration 19Q: 3 clusters Score -5491226 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -5491321.000000 Penalty: 5258.157715
	Iteration 20F: 3 clusters Score -5491321 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -5491414.500000 Penalty: 5258.157715
	Iteration 21Q: 3 clusters Score -5491414 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5491527.000000 Penalty: 5258.157715
	Iteration 22Q: 3 clusters Score -5491527 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -5491587.500000 Penalty: 5258.157715
	Iteration 23Q: 3 clusters Score -5491588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5491654.500000 Penalty: 5258.157715
	Iteration 24Q: 3 clusters Score -5491654 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -5491712.500000 Penalty: 5258.157715
	Iteration 25Q: 3 clusters Score -5491712 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -5491786.000000 Penalty: 5258.157715
	Iteration 26Q: 3 clusters Score -5491786 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5491874.000000 Penalty: 5258.157715
	Iteration 27Q: 3 clusters Score -5491874 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -5491925.000000 Penalty: 5258.157715
	Iteration 28Q: 3 clusters Score -5491925 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -5491964.500000 Penalty: 5258.157715
	Iteration 29Q: 3 clusters Score -5491964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5491982.500000 Penalty: 5258.157715
	Iteration 30Q: 3 clusters Score -5491982 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5492050.000000 Penalty: 5258.157715
	Iteration 31Q: 3 clusters Score -5492050 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5492111.000000 Penalty: 5258.157715
	Iteration 32Q: 3 clusters Score -5492111 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5492169.500000 Penalty: 5258.157715
	Iteration 33Q: 3 clusters Score -5492170 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5492223.500000 Penalty: 5258.157715
	Iteration 34Q: 3 clusters Score -5492224 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -5492289.000000 Penalty: 5258.157715
	Iteration 35Q: 3 clusters Score -5492289 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5492361.000000 Penalty: 5258.157715
	Iteration 36Q: 3 clusters Score -5492361 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5492425.500000 Penalty: 5258.157715
	Iteration 37Q: 3 clusters Score -5492426 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -5492475.500000 Penalty: 5258.157715
	Iteration 38Q: 3 clusters Score -5492476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5492525.000000 Penalty: 5258.157715
	Iteration 39Q: 3 clusters Score -5492525 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5492557.000000 Penalty: 5258.157715
	Iteration 40F: 3 clusters Score -5492557 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5492601.000000 Penalty: 5258.157715
	Iteration 41Q: 3 clusters Score -5492601 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5492638.500000 Penalty: 5258.157715
	Iteration 42Q: 3 clusters Score -5492638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5492678.000000 Penalty: 5258.157715
	Iteration 43Q: 3 clusters Score -5492678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -5492718.500000 Penalty: 5258.157715
	Iteration 44Q: 3 clusters Score -5492718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5492750.500000 Penalty: 5258.157715
	Iteration 45Q: 3 clusters Score -5492750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -5492789.500000 Penalty: 5258.157715
	Iteration 46Q: 3 clusters Score -5492790 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -5492824.500000 Penalty: 5258.157715
	Iteration 47Q: 3 clusters Score -5492824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -5492852.000000 Penalty: 5258.157715
	Iteration 48Q: 3 clusters Score -5492852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5492892.000000 Penalty: 5258.157715
	Iteration 49Q: 3 clusters Score -5492892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5492923.500000 Penalty: 5258.157715
	Iteration 50Q: 3 clusters Score -5492924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -5492950.000000 Penalty: 5258.157715
	Iteration 51Q: 3 clusters Score -5492950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5492975.500000 Penalty: 5258.157715
	Iteration 52Q: 3 clusters Score -5492976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5492999.000000 Penalty: 5258.157715
	Iteration 53Q: 3 clusters Score -5492999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5493018.000000 Penalty: 5258.157715
	Iteration 54Q: 3 clusters Score -5493018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -5493031.500000 Penalty: 5258.157715
	Iteration 55Q: 3 clusters Score -5493032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -5493060.000000 Penalty: 5258.157715
	Iteration 56Q: 3 clusters Score -5493060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5493082.000000 Penalty: 5258.157715
	Iteration 57Q: 3 clusters Score -5493082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -5493116.000000 Penalty: 5258.157715
	Iteration 58Q: 3 clusters Score -5493116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5493136.500000 Penalty: 5258.157715
	Iteration 59Q: 3 clusters Score -5493136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5493165.000000 Penalty: 5258.157715
	Iteration 60F: 3 clusters Score -5493165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5493168.000000 Penalty: 5258.157715
	Iteration 61Q: 3 clusters Score -5493168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5493191.500000 Penalty: 5258.157715
	Iteration 62Q: 3 clusters Score -5493192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5493192.500000 Penalty: 5258.157715
	Iteration 63Q: 3 clusters Score -5493192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -5493204.000000 Penalty: 5258.157715
	Iteration 64Q: 3 clusters Score -5493204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5493218.000000 Penalty: 5258.157715
	Iteration 65Q: 3 clusters Score -5493218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5493222.500000 Penalty: 5258.157715
	Iteration 66Q: 3 clusters Score -5493222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5493224.000000 Penalty: 5258.157715
	Iteration 67Q: 3 clusters Score -5493224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -5493226.500000 Penalty: 5258.157715
	Iteration 68Q: 3 clusters Score -5493226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5493240.000000 Penalty: 5258.157715
	Iteration 69Q: 3 clusters Score -5493240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5493240.000000 Penalty: 5258.157715
	Iteration 70Q: 3 clusters Score -5493240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5493246.000000 Penalty: 5258.157715
	Iteration 71Q: 3 clusters Score -5493246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5493247.000000 Penalty: 5258.157715
	Iteration 72Q: 3 clusters Score -5493247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5493256.500000 Penalty: 5258.157715
	Iteration 73Q: 3 clusters Score -5493256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5493271.500000 Penalty: 5258.157715
	Iteration 74Q: 3 clusters Score -5493272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5493271.000000 Penalty: 5258.157715
	Iteration 75Q: 3 clusters Score -5493271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5493291.500000 Penalty: 5258.157715
	Iteration 76Q: 3 clusters Score -5493292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -5493301.000000 Penalty: 5258.157715
	Iteration 77Q: 3 clusters Score -5493301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5493300.000000 Penalty: 5258.157715
	Iteration 78Q: 3 clusters Score -5493300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5493309.000000 Penalty: 5258.157715
	Iteration 79Q: 3 clusters Score -5493309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5493317.000000 Penalty: 5258.157715
	Iteration 80F: 3 clusters Score -5493317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5493334.500000 Penalty: 5258.157715
	Iteration 81Q: 3 clusters Score -5493334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5493334.000000 Penalty: 5258.157715
	Iteration 82Q: 3 clusters Score -5493334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5493328.500000 Penalty: 5258.157715
	Iteration 83Q: 3 clusters Score -5493328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -5493336.000000 Penalty: 5258.157715
	Iteration 84Q: 3 clusters Score -5493336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5493343.500000 Penalty: 5258.157715
	Iteration 85Q: 3 clusters Score -5493344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5493355.000000 Penalty: 5258.157715
	Iteration 86Q: 3 clusters Score -5493355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5493352.500000 Penalty: 5258.157715
	Iteration 87Q: 3 clusters Score -5493352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5493347.500000 Penalty: 5258.157715
	Iteration 88Q: 3 clusters Score -5493348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5493347.500000 Penalty: 5258.157715
	Iteration 89Q: 3 clusters Score -5493348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5493348.500000 Penalty: 5258.157715
	Iteration 90Q: 3 clusters Score -5493348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5493347.000000 Penalty: 5258.157715
	Iteration 91Q: 3 clusters Score -5493347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5493356.000000 Penalty: 5258.157715
	Iteration 92Q: 3 clusters Score -5493356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5493356.500000 Penalty: 5258.157715
	Iteration 93Q: 3 clusters Score -5493356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5493360.500000 Penalty: 5258.157715
	Iteration 94Q: 3 clusters Score -5493360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5493369.500000 Penalty: 5258.157715
	Iteration 95Q: 3 clusters Score -5493370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5493373.000000 Penalty: 5258.157715
	Iteration 96Q: 3 clusters Score -5493373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5493378.000000 Penalty: 5258.157715
	Iteration 97Q: 3 clusters Score -5493378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5493379.500000 Penalty: 5258.157715
	Iteration 98Q: 3 clusters Score -5493380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5493384.000000 Penalty: 5258.157715
	Iteration 99Q: 3 clusters Score -5493384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -5493384.000000 Penalty: 5258.157715
	Iteration 100F: 3 clusters Score -5493384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5493382.500000 Penalty: 5258.157715
	Iteration 101Q: 3 clusters Score -5493382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5493384.000000 Penalty: 5258.157715
	Iteration 102Q: 3 clusters Score -5493384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -5493388.000000 Penalty: 5258.157715
	Iteration 103Q: 3 clusters Score -5493388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5493401.500000 Penalty: 5258.157715
	Iteration 104Q: 3 clusters Score -5493402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5493407.000000 Penalty: 5258.157715
	Iteration 105Q: 3 clusters Score -5493407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5493413.000000 Penalty: 5258.157715
	Iteration 106Q: 3 clusters Score -5493413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5493413.500000 Penalty: 5258.157715
	Iteration 107Q: 3 clusters Score -5493414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5493416.500000 Penalty: 5258.157715
	Iteration 108Q: 3 clusters Score -5493416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -5493415.500000 Penalty: 5258.157715
	Iteration 109Q: 3 clusters Score -5493416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5493414.500000 Penalty: 5258.157715
	Iteration 110Q: 3 clusters Score -5493414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5493411.000000 Penalty: 5258.157715
	Iteration 111Q: 3 clusters Score -5493411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5493412.500000 Penalty: 5258.157715
	Iteration 112Q: 3 clusters Score -5493412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5493411.500000 Penalty: 5258.157715
	Iteration 113Q: 3 clusters Score -5493412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5493414.500000 Penalty: 5258.157715
	Iteration 114Q: 3 clusters Score -5493414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5493415.500000 Penalty: 5258.157715
	Iteration 115Q: 3 clusters Score -5493416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5493414.500000 Penalty: 5258.157715
	Iteration 116Q: 3 clusters Score -5493414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5493417.000000 Penalty: 5258.157715
	Iteration 117Q: 3 clusters Score -5493417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5493417.000000 Penalty: 5258.157715
	Iteration 118F: 3 clusters Score -5493417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Entering Unmasked Estep 
Score: -963837.062500 Penalty: 2209.892090
	Iteration 0F: 2 clusters Score -963837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -957751.500000 Penalty: 4419.784180
	Iteration 0F: 3 clusters Score -957751.5 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -959375.437500 Penalty: 4419.784180
	Iteration 1F: 3 clusters Score -959375.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -959665.187500 Penalty: 4419.784180
	Iteration 2F: 3 clusters Score -959665.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -959880.187500 Penalty: 4419.784180
	Iteration 3F: 3 clusters Score -959880.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -960046.437500 Penalty: 4419.784180
	Iteration 4Q: 3 clusters Score -960046.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -960182.250000 Penalty: 4419.784180
	Iteration 5Q: 3 clusters Score -960182.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -960294.312500 Penalty: 4419.784180
	Iteration 6Q: 3 clusters Score -960294.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -960399.812500 Penalty: 4419.784180
	Iteration 7Q: 3 clusters Score -960399.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -960499.062500 Penalty: 4419.784180
	Iteration 8Q: 3 clusters Score -960499.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -960607.937500 Penalty: 4419.784180
	Iteration 9Q: 3 clusters Score -960607.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -960739.562500 Penalty: 4419.784180
	Iteration 10Q: 3 clusters Score -960739.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -960868.375000 Penalty: 4419.784180
	Iteration 11Q: 3 clusters Score -960868.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -961013.562500 Penalty: 4419.784180
	Iteration 12Q: 3 clusters Score -961013.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -961155.875000 Penalty: 4419.784180
	Iteration 13Q: 3 clusters Score -961155.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -961299.125000 Penalty: 4419.784180
	Iteration 14Q: 3 clusters Score -961299.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -961453.875000 Penalty: 4419.784180
	Iteration 15Q: 3 clusters Score -961453.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -961615.187500 Penalty: 4419.784180
	Iteration 16Q: 3 clusters Score -961615.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -961741.125000 Penalty: 4419.784180
	Iteration 17Q: 3 clusters Score -961741.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -961822.937500 Penalty: 4419.784180
	Iteration 18Q: 3 clusters Score -961822.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -961882.500000 Penalty: 4419.784180
	Iteration 19Q: 3 clusters Score -961882.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -961932.375000 Penalty: 4419.784180
	Iteration 20F: 3 clusters Score -961932.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -961969.437500 Penalty: 4419.784180
	Iteration 21Q: 3 clusters Score -961969.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -961993.875000 Penalty: 4419.784180
	Iteration 22Q: 3 clusters Score -961993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -962010.812500 Penalty: 4419.784180
	Iteration 23Q: 3 clusters Score -962010.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -962028.125000 Penalty: 4419.784180
	Iteration 24Q: 3 clusters Score -962028.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -962047.000000 Penalty: 4419.784180
	Iteration 25Q: 3 clusters Score -962047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -962061.187500 Penalty: 4419.784180
	Iteration 26Q: 3 clusters Score -962061.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -962076.500000 Penalty: 4419.784180
	Iteration 27Q: 3 clusters Score -962076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -962091.062500 Penalty: 4419.784180
	Iteration 28Q: 3 clusters Score -962091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -962101.125000 Penalty: 4419.784180
	Iteration 29Q: 3 clusters Score -962101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -962108.312500 Penalty: 4419.784180
	Iteration 30Q: 3 clusters Score -962108.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -962119.312500 Penalty: 4419.784180
	Iteration 31Q: 3 clusters Score -962119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -962124.875000 Penalty: 4419.784180
	Iteration 32Q: 3 clusters Score -962124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -962129.500000 Penalty: 4419.784180
	Iteration 33Q: 3 clusters Score -962129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -962132.062500 Penalty: 4419.784180
	Iteration 34Q: 3 clusters Score -962132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -962139.750000 Penalty: 4419.784180
	Iteration 35Q: 3 clusters Score -962139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -962143.875000 Penalty: 4419.784180
	Iteration 36Q: 3 clusters Score -962143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -962144.875000 Penalty: 4419.784180
	Iteration 37Q: 3 clusters Score -962144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -962147.750000 Penalty: 4419.784180
	Iteration 38Q: 3 clusters Score -962147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -962149.562500 Penalty: 4419.784180
	Iteration 39Q: 3 clusters Score -962149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -962149.562500 Penalty: 4419.784180
	Iteration 40F: 3 clusters Score -962149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -1134112.375000 Penalty: 2255.876221
	Iteration 0F: 2 clusters Score -1134112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1127126.250000 Penalty: 4511.752441
	Iteration 0F: 3 clusters Score -1127126 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1129170.625000 Penalty: 4511.752441
	Iteration 1F: 3 clusters Score -1129171 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1129500.250000 Penalty: 4511.752441
	Iteration 2F: 3 clusters Score -1129500 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1129739.875000 Penalty: 4511.752441
	Iteration 3F: 3 clusters Score -1129740 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1129939.125000 Penalty: 4511.752441
	Iteration 4Q: 3 clusters Score -1129939 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1130111.500000 Penalty: 4511.752441
	Iteration 5Q: 3 clusters Score -1130112 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1130250.000000 Penalty: 4511.752441
	Iteration 6Q: 3 clusters Score -1130250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1130393.000000 Penalty: 4511.752441
	Iteration 7Q: 3 clusters Score -1130393 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1130559.750000 Penalty: 4511.752441
	Iteration 8Q: 3 clusters Score -1130560 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1130722.375000 Penalty: 4511.752441
	Iteration 9Q: 3 clusters Score -1130722 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1130878.000000 Penalty: 4511.752441
	Iteration 10Q: 3 clusters Score -1130878 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1131005.125000 Penalty: 4511.752441
	Iteration 11Q: 3 clusters Score -1131005 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1131126.750000 Penalty: 4511.752441
	Iteration 12Q: 3 clusters Score -1131127 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1131233.750000 Penalty: 4511.752441
	Iteration 13Q: 3 clusters Score -1131234 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1131330.000000 Penalty: 4511.752441
	Iteration 14Q: 3 clusters Score -1131330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1131417.250000 Penalty: 4511.752441
	Iteration 15Q: 3 clusters Score -1131417 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1131492.125000 Penalty: 4511.752441
	Iteration 16Q: 3 clusters Score -1131492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1131542.375000 Penalty: 4511.752441
	Iteration 17Q: 3 clusters Score -1131542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1131586.000000 Penalty: 4511.752441
	Iteration 18Q: 3 clusters Score -1131586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1131612.625000 Penalty: 4511.752441
	Iteration 19Q: 3 clusters Score -1131613 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1131640.875000 Penalty: 4511.752441
	Iteration 20F: 3 clusters Score -1131641 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1131677.500000 Penalty: 4511.752441
	Iteration 21Q: 3 clusters Score -1131678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1131704.500000 Penalty: 4511.752441
	Iteration 22Q: 3 clusters Score -1131704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1131744.375000 Penalty: 4511.752441
	Iteration 23Q: 3 clusters Score -1131744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1131769.250000 Penalty: 4511.752441
	Iteration 24Q: 3 clusters Score -1131769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1131794.625000 Penalty: 4511.752441
	Iteration 25Q: 3 clusters Score -1131795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1131820.625000 Penalty: 4511.752441
	Iteration 26Q: 3 clusters Score -1131821 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1131845.000000 Penalty: 4511.752441
	Iteration 27Q: 3 clusters Score -1131845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1131863.500000 Penalty: 4511.752441
	Iteration 28Q: 3 clusters Score -1131864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1131879.875000 Penalty: 4511.752441
	Iteration 29Q: 3 clusters Score -1131880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1131900.125000 Penalty: 4511.752441
	Iteration 30Q: 3 clusters Score -1131900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1131921.875000 Penalty: 4511.752441
	Iteration 31Q: 3 clusters Score -1131922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1131950.000000 Penalty: 4511.752441
	Iteration 32Q: 3 clusters Score -1131950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1131975.125000 Penalty: 4511.752441
	Iteration 33Q: 3 clusters Score -1131975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1131999.125000 Penalty: 4511.752441
	Iteration 34Q: 3 clusters Score -1131999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1132025.250000 Penalty: 4511.752441
	Iteration 35Q: 3 clusters Score -1132025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1132047.875000 Penalty: 4511.752441
	Iteration 36Q: 3 clusters Score -1132048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1132074.750000 Penalty: 4511.752441
	Iteration 37Q: 3 clusters Score -1132075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1132097.875000 Penalty: 4511.752441
	Iteration 38Q: 3 clusters Score -1132098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1132111.750000 Penalty: 4511.752441
	Iteration 39Q: 3 clusters Score -1132112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1132133.750000 Penalty: 4511.752441
	Iteration 40F: 3 clusters Score -1132134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1132149.500000 Penalty: 4511.752441
	Iteration 41Q: 3 clusters Score -1132150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1132165.625000 Penalty: 4511.752441
	Iteration 42Q: 3 clusters Score -1132166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1132180.000000 Penalty: 4511.752441
	Iteration 43Q: 3 clusters Score -1132180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1132186.875000 Penalty: 4511.752441
	Iteration 44Q: 3 clusters Score -1132187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1132197.375000 Penalty: 4511.752441
	Iteration 45Q: 3 clusters Score -1132197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1132205.375000 Penalty: 4511.752441
	Iteration 46Q: 3 clusters Score -1132205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1132215.250000 Penalty: 4511.752441
	Iteration 47Q: 3 clusters Score -1132215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1132220.125000 Penalty: 4511.752441
	Iteration 48Q: 3 clusters Score -1132220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1132229.625000 Penalty: 4511.752441
	Iteration 49Q: 3 clusters Score -1132230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1132232.000000 Penalty: 4511.752441
	Iteration 50Q: 3 clusters Score -1132232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1132235.625000 Penalty: 4511.752441
	Iteration 51Q: 3 clusters Score -1132236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1132236.250000 Penalty: 4511.752441
	Iteration 52Q: 3 clusters Score -1132236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1132237.375000 Penalty: 4511.752441
	Iteration 53Q: 3 clusters Score -1132237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1132238.375000 Penalty: 4511.752441
	Iteration 54Q: 3 clusters Score -1132238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1132239.375000 Penalty: 4511.752441
	Iteration 55Q: 3 clusters Score -1132239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1132238.625000 Penalty: 4511.752441
	Iteration 56Q: 3 clusters Score -1132239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1132239.125000 Penalty: 4511.752441
	Iteration 57Q: 3 clusters Score -1132239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1132241.500000 Penalty: 4511.752441
	Iteration 58Q: 3 clusters Score -1132242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1132244.375000 Penalty: 4511.752441
	Iteration 59Q: 3 clusters Score -1132244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1132245.750000 Penalty: 4511.752441
	Iteration 60F: 3 clusters Score -1132246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1132248.750000 Penalty: 4511.752441
	Iteration 61Q: 3 clusters Score -1132249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1132247.750000 Penalty: 4511.752441
	Iteration 62Q: 3 clusters Score -1132248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1132250.250000 Penalty: 4511.752441
	Iteration 63Q: 3 clusters Score -1132250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1132252.125000 Penalty: 4511.752441
	Iteration 64Q: 3 clusters Score -1132252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1132255.500000 Penalty: 4511.752441
	Iteration 65Q: 3 clusters Score -1132256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1132255.375000 Penalty: 4511.752441
	Iteration 66Q: 3 clusters Score -1132255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1132256.375000 Penalty: 4511.752441
	Iteration 67Q: 3 clusters Score -1132256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1132258.875000 Penalty: 4511.752441
	Iteration 68Q: 3 clusters Score -1132259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1132260.500000 Penalty: 4511.752441
	Iteration 69Q: 3 clusters Score -1132260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1132262.375000 Penalty: 4511.752441
	Iteration 70Q: 3 clusters Score -1132262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1132263.250000 Penalty: 4511.752441
	Iteration 71Q: 3 clusters Score -1132263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1132265.000000 Penalty: 4511.752441
	Iteration 72Q: 3 clusters Score -1132265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1132267.000000 Penalty: 4511.752441
	Iteration 73Q: 3 clusters Score -1132267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1132267.625000 Penalty: 4511.752441
	Iteration 74Q: 3 clusters Score -1132268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1132268.250000 Penalty: 4511.752441
	Iteration 75Q: 3 clusters Score -1132268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1132268.375000 Penalty: 4511.752441
	Iteration 76Q: 3 clusters Score -1132268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1132268.375000 Penalty: 4511.752441
	Iteration 77F: 3 clusters Score -1132268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Entering Unmasked Estep 
Score: -23308416.000000 Penalty: 2989.533203
	Iteration 0F: 2 clusters Score -2.330842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -23196748.000000 Penalty: 5979.066406
	Iteration 0F: 3 clusters Score -2.319675e+07 nChanged 82655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -23244528.000000 Penalty: 5979.066406
	Iteration 1F: 3 clusters Score -2.324453e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -23245700.000000 Penalty: 5979.066406
	Iteration 2Q: 3 clusters Score -2.32457e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -23246908.000000 Penalty: 5979.066406
	Iteration 3Q: 3 clusters Score -2.324691e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -23248676.000000 Penalty: 5979.066406
	Iteration 4Q: 3 clusters Score -2.324868e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
Score: -23251112.000000 Penalty: 5979.066406
	Iteration 5Q: 3 clusters Score -2.325111e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -23254442.000000 Penalty: 5979.066406
	Iteration 6Q: 3 clusters Score -2.325444e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -23259214.000000 Penalty: 5979.066406
	Iteration 7F: 3 clusters Score -2.325921e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -23265730.000000 Penalty: 5979.066406
	Iteration 8F: 3 clusters Score -2.326573e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 133828 members 
Entering Unmasked Estep 
Score: -23274124.000000 Penalty: 5979.066406
	Iteration 9F: 3 clusters Score -2.327412e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 145753 members 
Entering Unmasked Estep 
Score: -23283618.000000 Penalty: 5979.066406
	Iteration 10F: 3 clusters Score -2.328362e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -23293210.000000 Penalty: 5979.066406
	Iteration 11F: 3 clusters Score -2.329321e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -23300026.000000 Penalty: 5979.066406
	Iteration 12Q: 3 clusters Score -2.330003e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 168540 members 
Entering Unmasked Estep 
Score: -23303744.000000 Penalty: 5979.066406
	Iteration 13Q: 3 clusters Score -2.330374e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 170437 members 
Entering Unmasked Estep 
Score: -23305062.000000 Penalty: 5979.066406
	Iteration 14Q: 3 clusters Score -2.330506e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -23305454.000000 Penalty: 5979.066406
	Iteration 15Q: 3 clusters Score -2.330545e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -23305630.000000 Penalty: 5979.066406
	Iteration 16Q: 3 clusters Score -2.330563e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -23305666.000000 Penalty: 5979.066406
	Iteration 17Q: 3 clusters Score -2.330567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 171500 members 
Entering Unmasked Estep 
Score: -23305690.000000 Penalty: 5979.066406
	Iteration 18Q: 3 clusters Score -2.330569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 171527 members 
Entering Unmasked Estep 
Score: -23305718.000000 Penalty: 5979.066406
	Iteration 19Q: 3 clusters Score -2.330572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -23305750.000000 Penalty: 5979.066406
	Iteration 20F: 3 clusters Score -2.330575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -23305818.000000 Penalty: 5979.066406
	Iteration 21Q: 3 clusters Score -2.330582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -23305826.000000 Penalty: 5979.066406
	Iteration 22Q: 3 clusters Score -2.330583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -23305838.000000 Penalty: 5979.066406
	Iteration 23Q: 3 clusters Score -2.330584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -23305872.000000 Penalty: 5979.066406
	Iteration 24Q: 3 clusters Score -2.330587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -23305888.000000 Penalty: 5979.066406
	Iteration 25Q: 3 clusters Score -2.330589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -23305876.000000 Penalty: 5979.066406
	Iteration 26Q: 3 clusters Score -2.330588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -23305868.000000 Penalty: 5979.066406
	Iteration 27Q: 3 clusters Score -2.330587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -23305868.000000 Penalty: 5979.066406
	Iteration 28F: 3 clusters Score -2.330587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3357372.750000 Penalty: 2506.100342
	Iteration 0F: 2 clusters Score -3357373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3340348.750000 Penalty: 5012.200684
	Iteration 0F: 3 clusters Score -3340349 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3346123.750000 Penalty: 5012.200684
	Iteration 1F: 3 clusters Score -3346124 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3346458.000000 Penalty: 5012.200684
	Iteration 2Q: 3 clusters Score -3346458 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3346736.250000 Penalty: 5012.200684
	Iteration 3Q: 3 clusters Score -3346736 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3346963.750000 Penalty: 5012.200684
	Iteration 4Q: 3 clusters Score -3346964 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3347138.750000 Penalty: 5012.200684
	Iteration 5Q: 3 clusters Score -3347139 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3347257.000000 Penalty: 5012.200684
	Iteration 6Q: 3 clusters Score -3347257 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3347381.250000 Penalty: 5012.200684
	Iteration 7Q: 3 clusters Score -3347381 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3347494.500000 Penalty: 5012.200684
	Iteration 8Q: 3 clusters Score -3347494 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3347586.500000 Penalty: 5012.200684
	Iteration 9Q: 3 clusters Score -3347586 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3347665.250000 Penalty: 5012.200684
	Iteration 10Q: 3 clusters Score -3347665 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3347772.250000 Penalty: 5012.200684
	Iteration 11Q: 3 clusters Score -3347772 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3347900.250000 Penalty: 5012.200684
	Iteration 12Q: 3 clusters Score -3347900 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3348019.250000 Penalty: 5012.200684
	Iteration 13Q: 3 clusters Score -3348019 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3348214.000000 Penalty: 5012.200684
	Iteration 14Q: 3 clusters Score -3348214 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3348508.500000 Penalty: 5012.200684
	Iteration 15Q: 3 clusters Score -3348508 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3348903.750000 Penalty: 5012.200684
	Iteration 16Q: 3 clusters Score -3348904 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3349457.500000 Penalty: 5012.200684
	Iteration 17Q: 3 clusters Score -3349458 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3350153.750000 Penalty: 5012.200684
	Iteration 18Q: 3 clusters Score -3350154 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3351064.750000 Penalty: 5012.200684
	Iteration 19Q: 3 clusters Score -3351065 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3351995.250000 Penalty: 5012.200684
	Iteration 20F: 3 clusters Score -3351995 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3352865.750000 Penalty: 5012.200684
	Iteration 21Q: 3 clusters Score -3352866 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3353562.250000 Penalty: 5012.200684
	Iteration 22Q: 3 clusters Score -3353562 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3354074.750000 Penalty: 5012.200684
	Iteration 23Q: 3 clusters Score -3354075 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3354450.000000 Penalty: 5012.200684
	Iteration 24Q: 3 clusters Score -3354450 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3354694.000000 Penalty: 5012.200684
	Iteration 25Q: 3 clusters Score -3354694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3354849.250000 Penalty: 5012.200684
	Iteration 26Q: 3 clusters Score -3354849 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3354978.000000 Penalty: 5012.200684
	Iteration 27Q: 3 clusters Score -3354978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3355056.750000 Penalty: 5012.200684
	Iteration 28Q: 3 clusters Score -3355057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3355110.250000 Penalty: 5012.200684
	Iteration 29Q: 3 clusters Score -3355110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3355138.500000 Penalty: 5012.200684
	Iteration 30Q: 3 clusters Score -3355138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3355158.250000 Penalty: 5012.200684
	Iteration 31Q: 3 clusters Score -3355158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3355171.500000 Penalty: 5012.200684
	Iteration 32Q: 3 clusters Score -3355172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3355204.250000 Penalty: 5012.200684
	Iteration 33Q: 3 clusters Score -3355204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3355220.500000 Penalty: 5012.200684
	Iteration 34Q: 3 clusters Score -3355220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3355236.000000 Penalty: 5012.200684
	Iteration 35Q: 3 clusters Score -3355236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3355236.750000 Penalty: 5012.200684
	Iteration 36Q: 3 clusters Score -3355237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3355248.000000 Penalty: 5012.200684
	Iteration 37Q: 3 clusters Score -3355248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3355255.250000 Penalty: 5012.200684
	Iteration 38Q: 3 clusters Score -3355255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3355258.750000 Penalty: 5012.200684
	Iteration 39Q: 3 clusters Score -3355259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3355267.750000 Penalty: 5012.200684
	Iteration 40F: 3 clusters Score -3355268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3355268.500000 Penalty: 5012.200684
	Iteration 41Q: 3 clusters Score -3355268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3355265.250000 Penalty: 5012.200684
	Iteration 42Q: 3 clusters Score -3355265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3355267.500000 Penalty: 5012.200684
	Iteration 43Q: 3 clusters Score -3355268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3355267.500000 Penalty: 5012.200684
	Iteration 44Q: 3 clusters Score -3355268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3355267.500000 Penalty: 5012.200684
	Iteration 45F: 3 clusters Score -3355268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (147677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Entering Unmasked Estep 
Score: -19954114.000000 Penalty: 2951.890137
	Iteration 0F: 2 clusters Score -1.995411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -19857358.000000 Penalty: 5903.780273
	Iteration 0F: 3 clusters Score -1.985736e+07 nChanged 70866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -19899538.000000 Penalty: 5903.780273
	Iteration 1F: 3 clusters Score -1.989954e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -19901728.000000 Penalty: 5903.780273
	Iteration 2Q: 3 clusters Score -1.990173e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -19905548.000000 Penalty: 5903.780273
	Iteration 3Q: 3 clusters Score -1.990555e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -19911514.000000 Penalty: 5903.780273
	Iteration 4F: 3 clusters Score -1.991151e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -19921206.000000 Penalty: 5903.780273
	Iteration 5F: 3 clusters Score -1.992121e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -19932226.000000 Penalty: 5903.780273
	Iteration 6F: 3 clusters Score -1.993223e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -19939906.000000 Penalty: 5903.780273
	Iteration 7F: 3 clusters Score -1.993991e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -19942650.000000 Penalty: 5903.780273
	Iteration 8Q: 3 clusters Score -1.994265e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -19943902.000000 Penalty: 5903.780273
	Iteration 9Q: 3 clusters Score -1.99439e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -19944604.000000 Penalty: 5903.780273
	Iteration 10Q: 3 clusters Score -1.99446e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -19945168.000000 Penalty: 5903.780273
	Iteration 11Q: 3 clusters Score -1.994517e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -19945432.000000 Penalty: 5903.780273
	Iteration 12Q: 3 clusters Score -1.994543e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -19945676.000000 Penalty: 5903.780273
	Iteration 13Q: 3 clusters Score -1.994568e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -19945990.000000 Penalty: 5903.780273
	Iteration 14Q: 3 clusters Score -1.994599e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -19946380.000000 Penalty: 5903.780273
	Iteration 15Q: 3 clusters Score -1.994638e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -19946604.000000 Penalty: 5903.780273
	Iteration 16Q: 3 clusters Score -1.99466e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -19946884.000000 Penalty: 5903.780273
	Iteration 17Q: 3 clusters Score -1.994688e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -19947186.000000 Penalty: 5903.780273
	Iteration 18Q: 3 clusters Score -1.994719e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -19947446.000000 Penalty: 5903.780273
	Iteration 19Q: 3 clusters Score -1.994745e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -19947842.000000 Penalty: 5903.780273
	Iteration 20F: 3 clusters Score -1.994784e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -19948140.000000 Penalty: 5903.780273
	Iteration 21Q: 3 clusters Score -1.994814e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -19948296.000000 Penalty: 5903.780273
	Iteration 22Q: 3 clusters Score -1.99483e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -19948676.000000 Penalty: 5903.780273
	Iteration 23Q: 3 clusters Score -1.994868e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 119830 members 
Entering Unmasked Estep 
Score: -19949034.000000 Penalty: 5903.780273
	Iteration 24Q: 3 clusters Score -1.994903e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -19949610.000000 Penalty: 5903.780273
	Iteration 25Q: 3 clusters Score -1.994961e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -19950126.000000 Penalty: 5903.780273
	Iteration 26Q: 3 clusters Score -1.995013e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -19950734.000000 Penalty: 5903.780273
	Iteration 27Q: 3 clusters Score -1.995073e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 130582 members 
Entering Unmasked Estep 
Score: -19951220.000000 Penalty: 5903.780273
	Iteration 28Q: 3 clusters Score -1.995122e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -19951594.000000 Penalty: 5903.780273
	Iteration 29Q: 3 clusters Score -1.995159e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 134189 members 
Entering Unmasked Estep 
Score: -19951938.000000 Penalty: 5903.780273
	Iteration 30Q: 3 clusters Score -1.995194e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 135543 members 
Entering Unmasked Estep 
Score: -19952056.000000 Penalty: 5903.780273
	Iteration 31Q: 3 clusters Score -1.995206e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -19952216.000000 Penalty: 5903.780273
	Iteration 32Q: 3 clusters Score -1.995222e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -19952238.000000 Penalty: 5903.780273
	Iteration 33Q: 3 clusters Score -1.995224e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 138405 members 
Entering Unmasked Estep 
Score: -19952294.000000 Penalty: 5903.780273
	Iteration 34Q: 3 clusters Score -1.995229e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -19952312.000000 Penalty: 5903.780273
	Iteration 35Q: 3 clusters Score -1.995231e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -19952234.000000 Penalty: 5903.780273
	Iteration 36Q: 3 clusters Score -1.995223e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 140004 members 
Entering Unmasked Estep 
Score: -19952240.000000 Penalty: 5903.780273
	Iteration 37Q: 3 clusters Score -1.995224e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -19952260.000000 Penalty: 5903.780273
	Iteration 38Q: 3 clusters Score -1.995226e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 140711 members 
Entering Unmasked Estep 
Score: -19952238.000000 Penalty: 5903.780273
	Iteration 39Q: 3 clusters Score -1.995224e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -19952422.000000 Penalty: 5903.780273
	Iteration 40F: 3 clusters Score -1.995242e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 141460 members 
Entering Unmasked Estep 
Score: -19952566.000000 Penalty: 5903.780273
	Iteration 41Q: 3 clusters Score -1.995257e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 141913 members 
Entering Unmasked Estep 
Score: -19952594.000000 Penalty: 5903.780273
	Iteration 42Q: 3 clusters Score -1.995259e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -19952650.000000 Penalty: 5903.780273
	Iteration 43Q: 3 clusters Score -1.995265e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 142592 members 
Entering Unmasked Estep 
Score: -19952678.000000 Penalty: 5903.780273
	Iteration 44Q: 3 clusters Score -1.995268e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 142849 members 
Entering Unmasked Estep 
Score: -19952666.000000 Penalty: 5903.780273
	Iteration 45Q: 3 clusters Score -1.995267e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -19952642.000000 Penalty: 5903.780273
	Iteration 46Q: 3 clusters Score -1.995264e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 143283 members 
Entering Unmasked Estep 
Score: -19952662.000000 Penalty: 5903.780273
	Iteration 47Q: 3 clusters Score -1.995266e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -19952652.000000 Penalty: 5903.780273
	Iteration 48Q: 3 clusters Score -1.995265e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -19952680.000000 Penalty: 5903.780273
	Iteration 49Q: 3 clusters Score -1.995268e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -19952676.000000 Penalty: 5903.780273
	Iteration 50Q: 3 clusters Score -1.995268e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 143913 members 
Entering Unmasked Estep 
Score: -19952648.000000 Penalty: 5903.780273
	Iteration 51Q: 3 clusters Score -1.995265e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 144067 members 
Entering Unmasked Estep 
Score: -19952650.000000 Penalty: 5903.780273
	Iteration 52Q: 3 clusters Score -1.995265e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 144184 members 
Entering Unmasked Estep 
Score: -19952688.000000 Penalty: 5903.780273
	Iteration 53Q: 3 clusters Score -1.995269e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 144276 members 
Entering Unmasked Estep 
Score: -19952688.000000 Penalty: 5903.780273
	Iteration 54Q: 3 clusters Score -1.995269e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 144366 members 
Entering Unmasked Estep 
Score: -19952656.000000 Penalty: 5903.780273
	Iteration 55Q: 3 clusters Score -1.995266e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 144447 members 
Entering Unmasked Estep 
Score: -19952646.000000 Penalty: 5903.780273
	Iteration 56Q: 3 clusters Score -1.995265e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -19952658.000000 Penalty: 5903.780273
	Iteration 57Q: 3 clusters Score -1.995266e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -19952634.000000 Penalty: 5903.780273
	Iteration 58Q: 3 clusters Score -1.995263e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -19952652.000000 Penalty: 5903.780273
	Iteration 59Q: 3 clusters Score -1.995265e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -19952650.000000 Penalty: 5903.780273
	Iteration 60F: 3 clusters Score -1.995265e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -19952650.000000 Penalty: 5903.780273
	Iteration 61Q: 3 clusters Score -1.995265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 144829 members 
Entering Unmasked Estep 
Score: -19952660.000000 Penalty: 5903.780273
	Iteration 62Q: 3 clusters Score -1.995266e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -19952638.000000 Penalty: 5903.780273
	Iteration 63Q: 3 clusters Score -1.995264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -19952674.000000 Penalty: 5903.780273
	Iteration 64Q: 3 clusters Score -1.995267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -19952654.000000 Penalty: 5903.780273
	Iteration 65Q: 3 clusters Score -1.995265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 144952 members 
Entering Unmasked Estep 
Score: -19952654.000000 Penalty: 5903.780273
	Iteration 66Q: 3 clusters Score -1.995265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 144980 members 
Entering Unmasked Estep 
Score: -19952648.000000 Penalty: 5903.780273
	Iteration 67Q: 3 clusters Score -1.995265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -19952664.000000 Penalty: 5903.780273
	Iteration 68Q: 3 clusters Score -1.995266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 145029 members 
Entering Unmasked Estep 
Score: -19952666.000000 Penalty: 5903.780273
	Iteration 69Q: 3 clusters Score -1.995267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -19952674.000000 Penalty: 5903.780273
	Iteration 70Q: 3 clusters Score -1.995267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -19952670.000000 Penalty: 5903.780273
	Iteration 71Q: 3 clusters Score -1.995267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -19952682.000000 Penalty: 5903.780273
	Iteration 72Q: 3 clusters Score -1.995268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 145111 members 
Entering Unmasked Estep 
Score: -19952694.000000 Penalty: 5903.780273
	Iteration 73Q: 3 clusters Score -1.995269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 145122 members 
Entering Unmasked Estep 
Score: -19952706.000000 Penalty: 5903.780273
	Iteration 74Q: 3 clusters Score -1.995271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -19952698.000000 Penalty: 5903.780273
	Iteration 75Q: 3 clusters Score -1.99527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 145139 members 
Entering Unmasked Estep 
Score: -19952700.000000 Penalty: 5903.780273
	Iteration 76Q: 3 clusters Score -1.99527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -19952702.000000 Penalty: 5903.780273
	Iteration 77Q: 3 clusters Score -1.99527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -19952698.000000 Penalty: 5903.780273
	Iteration 78Q: 3 clusters Score -1.99527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -19952696.000000 Penalty: 5903.780273
	Iteration 79Q: 3 clusters Score -1.99527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -19952696.000000 Penalty: 5903.780273
	Iteration 80F: 3 clusters Score -1.99527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Entering Unmasked Estep 
Score: -17736506.000000 Penalty: 2922.043457
	Iteration 0F: 2 clusters Score -1.773651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -17649324.000000 Penalty: 5844.086914
	Iteration 0F: 3 clusters Score -1.764932e+07 nChanged 62408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -17685050.000000 Penalty: 5844.086914
	Iteration 1F: 3 clusters Score -1.768505e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -17686168.000000 Penalty: 5844.086914
	Iteration 2Q: 3 clusters Score -1.768617e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -17687612.000000 Penalty: 5844.086914
	Iteration 3Q: 3 clusters Score -1.768761e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -17689606.000000 Penalty: 5844.086914
	Iteration 4Q: 3 clusters Score -1.768961e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -17692364.000000 Penalty: 5844.086914
	Iteration 5Q: 3 clusters Score -1.769236e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -17696012.000000 Penalty: 5844.086914
	Iteration 6F: 3 clusters Score -1.769601e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -17701318.000000 Penalty: 5844.086914
	Iteration 7F: 3 clusters Score -1.770132e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -17707908.000000 Penalty: 5844.086914
	Iteration 8F: 3 clusters Score -1.770791e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -17713130.000000 Penalty: 5844.086914
	Iteration 9F: 3 clusters Score -1.771313e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -17715504.000000 Penalty: 5844.086914
	Iteration 10Q: 3 clusters Score -1.77155e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -17716500.000000 Penalty: 5844.086914
	Iteration 11Q: 3 clusters Score -1.77165e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -17717030.000000 Penalty: 5844.086914
	Iteration 12Q: 3 clusters Score -1.771703e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -17717366.000000 Penalty: 5844.086914
	Iteration 13Q: 3 clusters Score -1.771737e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -17717726.000000 Penalty: 5844.086914
	Iteration 14Q: 3 clusters Score -1.771773e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -17718036.000000 Penalty: 5844.086914
	Iteration 15Q: 3 clusters Score -1.771804e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -17718406.000000 Penalty: 5844.086914
	Iteration 16Q: 3 clusters Score -1.771841e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -17719084.000000 Penalty: 5844.086914
	Iteration 17Q: 3 clusters Score -1.771908e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -17719632.000000 Penalty: 5844.086914
	Iteration 18Q: 3 clusters Score -1.771963e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -17720218.000000 Penalty: 5844.086914
	Iteration 19Q: 3 clusters Score -1.772022e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -17720914.000000 Penalty: 5844.086914
	Iteration 20F: 3 clusters Score -1.772091e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -17721536.000000 Penalty: 5844.086914
	Iteration 21Q: 3 clusters Score -1.772154e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -17722198.000000 Penalty: 5844.086914
	Iteration 22Q: 3 clusters Score -1.77222e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -17722966.000000 Penalty: 5844.086914
	Iteration 23Q: 3 clusters Score -1.772297e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -17723644.000000 Penalty: 5844.086914
	Iteration 24Q: 3 clusters Score -1.772364e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -17724406.000000 Penalty: 5844.086914
	Iteration 25Q: 3 clusters Score -1.772441e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -17725166.000000 Penalty: 5844.086914
	Iteration 26Q: 3 clusters Score -1.772517e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -17725908.000000 Penalty: 5844.086914
	Iteration 27Q: 3 clusters Score -1.772591e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -17726566.000000 Penalty: 5844.086914
	Iteration 28Q: 3 clusters Score -1.772657e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -17727202.000000 Penalty: 5844.086914
	Iteration 29Q: 3 clusters Score -1.77272e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -17727928.000000 Penalty: 5844.086914
	Iteration 30Q: 3 clusters Score -1.772793e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -17728602.000000 Penalty: 5844.086914
	Iteration 31Q: 3 clusters Score -1.77286e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -17729280.000000 Penalty: 5844.086914
	Iteration 32Q: 3 clusters Score -1.772928e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -17729880.000000 Penalty: 5844.086914
	Iteration 33Q: 3 clusters Score -1.772988e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -17730352.000000 Penalty: 5844.086914
	Iteration 34Q: 3 clusters Score -1.773035e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -17730826.000000 Penalty: 5844.086914
	Iteration 35Q: 3 clusters Score -1.773083e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -17731256.000000 Penalty: 5844.086914
	Iteration 36Q: 3 clusters Score -1.773126e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -17731698.000000 Penalty: 5844.086914
	Iteration 37Q: 3 clusters Score -1.77317e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -17732006.000000 Penalty: 5844.086914
	Iteration 38Q: 3 clusters Score -1.773201e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -17732300.000000 Penalty: 5844.086914
	Iteration 39Q: 3 clusters Score -1.77323e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -17732686.000000 Penalty: 5844.086914
	Iteration 40F: 3 clusters Score -1.773269e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -17733046.000000 Penalty: 5844.086914
	Iteration 41Q: 3 clusters Score -1.773305e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -17733324.000000 Penalty: 5844.086914
	Iteration 42Q: 3 clusters Score -1.773332e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -17733530.000000 Penalty: 5844.086914
	Iteration 43Q: 3 clusters Score -1.773353e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -17733780.000000 Penalty: 5844.086914
	Iteration 44Q: 3 clusters Score -1.773378e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -17733976.000000 Penalty: 5844.086914
	Iteration 45Q: 3 clusters Score -1.773398e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -17734120.000000 Penalty: 5844.086914
	Iteration 46Q: 3 clusters Score -1.773412e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -17734350.000000 Penalty: 5844.086914
	Iteration 47Q: 3 clusters Score -1.773435e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126334 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -17734436.000000 Penalty: 5844.086914
	Iteration 48Q: 3 clusters Score -1.773444e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126653 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -17734522.000000 Penalty: 5844.086914
	Iteration 49Q: 3 clusters Score -1.773452e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126923 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -17734634.000000 Penalty: 5844.086914
	Iteration 50Q: 3 clusters Score -1.773463e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17734702.000000 Penalty: 5844.086914
	Iteration 51Q: 3 clusters Score -1.77347e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -17734780.000000 Penalty: 5844.086914
	Iteration 52Q: 3 clusters Score -1.773478e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -17734804.000000 Penalty: 5844.086914
	Iteration 53Q: 3 clusters Score -1.77348e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -17734830.000000 Penalty: 5844.086914
	Iteration 54Q: 3 clusters Score -1.773483e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -17734888.000000 Penalty: 5844.086914
	Iteration 55Q: 3 clusters Score -1.773489e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127672 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -17734928.000000 Penalty: 5844.086914
	Iteration 56Q: 3 clusters Score -1.773493e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127731 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -17734952.000000 Penalty: 5844.086914
	Iteration 57Q: 3 clusters Score -1.773495e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -17734946.000000 Penalty: 5844.086914
	Iteration 58Q: 3 clusters Score -1.773495e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -17734956.000000 Penalty: 5844.086914
	Iteration 59Q: 3 clusters Score -1.773496e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127864 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -17734952.000000 Penalty: 5844.086914
	Iteration 60F: 3 clusters Score -1.773495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -17734962.000000 Penalty: 5844.086914
	Iteration 61Q: 3 clusters Score -1.773496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -17734960.000000 Penalty: 5844.086914
	Iteration 62Q: 3 clusters Score -1.773496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -17734956.000000 Penalty: 5844.086914
	Iteration 63Q: 3 clusters Score -1.773496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -17734952.000000 Penalty: 5844.086914
	Iteration 64Q: 3 clusters Score -1.773495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -17734958.000000 Penalty: 5844.086914
	Iteration 65Q: 3 clusters Score -1.773496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -17734968.000000 Penalty: 5844.086914
	Iteration 66Q: 3 clusters Score -1.773497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128024 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -17734982.000000 Penalty: 5844.086914
	Iteration 67Q: 3 clusters Score -1.773498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -17734974.000000 Penalty: 5844.086914
	Iteration 68Q: 3 clusters Score -1.773497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -17734978.000000 Penalty: 5844.086914
	Iteration 69Q: 3 clusters Score -1.773498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -17734970.000000 Penalty: 5844.086914
	Iteration 70Q: 3 clusters Score -1.773497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128048 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -17734972.000000 Penalty: 5844.086914
	Iteration 71Q: 3 clusters Score -1.773497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -17734968.000000 Penalty: 5844.086914
	Iteration 72Q: 3 clusters Score -1.773497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -17734974.000000 Penalty: 5844.086914
	Iteration 73Q: 3 clusters Score -1.773497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -17734964.000000 Penalty: 5844.086914
	Iteration 74Q: 3 clusters Score -1.773496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -17734964.000000 Penalty: 5844.086914
	Iteration 75Q: 3 clusters Score -1.773496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -17734968.000000 Penalty: 5844.086914
	Iteration 76Q: 3 clusters Score -1.773497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -17734974.000000 Penalty: 5844.086914
	Iteration 77Q: 3 clusters Score -1.773497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128075 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -17734980.000000 Penalty: 5844.086914
	Iteration 78Q: 3 clusters Score -1.773498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -17734990.000000 Penalty: 5844.086914
	Iteration 79Q: 3 clusters Score -1.773499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128084 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -17734980.000000 Penalty: 5844.086914
	Iteration 80F: 3 clusters Score -1.773498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128088 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -17734980.000000 Penalty: 5844.086914
	Iteration 81Q: 3 clusters Score -1.773498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -17734988.000000 Penalty: 5844.086914
	Iteration 82Q: 3 clusters Score -1.773499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -17734980.000000 Penalty: 5844.086914
	Iteration 83Q: 3 clusters Score -1.773498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128099 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -17734976.000000 Penalty: 5844.086914
	Iteration 84Q: 3 clusters Score -1.773498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128101 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -17734980.000000 Penalty: 5844.086914
	Iteration 85Q: 3 clusters Score -1.773498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128102 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -17734988.000000 Penalty: 5844.086914
	Iteration 86Q: 3 clusters Score -1.773499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128103 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -17734984.000000 Penalty: 5844.086914
	Iteration 87Q: 3 clusters Score -1.773498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128103 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -17734984.000000 Penalty: 5844.086914
	Iteration 88F: 3 clusters Score -1.773498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Entering Unmasked Estep 
Score: -1583438.250000 Penalty: 2354.888916
	Iteration 0F: 2 clusters Score -1583438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1573691.875000 Penalty: 4709.777832
	Iteration 0F: 3 clusters Score -1573692 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1577443.375000 Penalty: 4709.777832
	Iteration 1F: 3 clusters Score -1577443 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1578610.250000 Penalty: 4709.777832
	Iteration 2F: 3 clusters Score -1578610 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1579647.625000 Penalty: 4709.777832
	Iteration 3F: 3 clusters Score -1579648 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1580461.250000 Penalty: 4709.777832
	Iteration 4F: 3 clusters Score -1580461 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1581019.875000 Penalty: 4709.777832
	Iteration 5F: 3 clusters Score -1581020 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1581351.625000 Penalty: 4709.777832
	Iteration 6Q: 3 clusters Score -1581352 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1581582.000000 Penalty: 4709.777832
	Iteration 7Q: 3 clusters Score -1581582 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1581725.250000 Penalty: 4709.777832
	Iteration 8Q: 3 clusters Score -1581725 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1581835.750000 Penalty: 4709.777832
	Iteration 9Q: 3 clusters Score -1581836 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1581923.125000 Penalty: 4709.777832
	Iteration 10Q: 3 clusters Score -1581923 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1581979.625000 Penalty: 4709.777832
	Iteration 11Q: 3 clusters Score -1581980 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1582020.125000 Penalty: 4709.777832
	Iteration 12Q: 3 clusters Score -1582020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1582044.375000 Penalty: 4709.777832
	Iteration 13Q: 3 clusters Score -1582044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1582057.625000 Penalty: 4709.777832
	Iteration 14Q: 3 clusters Score -1582058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1582067.500000 Penalty: 4709.777832
	Iteration 15Q: 3 clusters Score -1582068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1582076.250000 Penalty: 4709.777832
	Iteration 16Q: 3 clusters Score -1582076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1582090.125000 Penalty: 4709.777832
	Iteration 17Q: 3 clusters Score -1582090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1582097.000000 Penalty: 4709.777832
	Iteration 18Q: 3 clusters Score -1582097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1582103.250000 Penalty: 4709.777832
	Iteration 19Q: 3 clusters Score -1582103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1582105.625000 Penalty: 4709.777832
	Iteration 20F: 3 clusters Score -1582106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1582115.125000 Penalty: 4709.777832
	Iteration 21Q: 3 clusters Score -1582115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1582126.000000 Penalty: 4709.777832
	Iteration 22Q: 3 clusters Score -1582126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1582126.250000 Penalty: 4709.777832
	Iteration 23Q: 3 clusters Score -1582126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1582132.500000 Penalty: 4709.777832
	Iteration 24Q: 3 clusters Score -1582132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1582142.875000 Penalty: 4709.777832
	Iteration 25Q: 3 clusters Score -1582143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1582145.750000 Penalty: 4709.777832
	Iteration 26Q: 3 clusters Score -1582146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1582152.250000 Penalty: 4709.777832
	Iteration 27Q: 3 clusters Score -1582152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1582156.875000 Penalty: 4709.777832
	Iteration 28Q: 3 clusters Score -1582157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1582163.625000 Penalty: 4709.777832
	Iteration 29Q: 3 clusters Score -1582164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1582164.750000 Penalty: 4709.777832
	Iteration 30Q: 3 clusters Score -1582165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1582170.000000 Penalty: 4709.777832
	Iteration 31Q: 3 clusters Score -1582170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1582172.500000 Penalty: 4709.777832
	Iteration 32Q: 3 clusters Score -1582172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1582172.375000 Penalty: 4709.777832
	Iteration 33Q: 3 clusters Score -1582172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1582178.125000 Penalty: 4709.777832
	Iteration 34Q: 3 clusters Score -1582178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1582180.250000 Penalty: 4709.777832
	Iteration 35Q: 3 clusters Score -1582180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1582180.625000 Penalty: 4709.777832
	Iteration 36Q: 3 clusters Score -1582181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1582186.875000 Penalty: 4709.777832
	Iteration 37Q: 3 clusters Score -1582187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1582190.500000 Penalty: 4709.777832
	Iteration 38Q: 3 clusters Score -1582190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1582198.125000 Penalty: 4709.777832
	Iteration 39Q: 3 clusters Score -1582198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1582199.875000 Penalty: 4709.777832
	Iteration 40F: 3 clusters Score -1582200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1582199.375000 Penalty: 4709.777832
	Iteration 41Q: 3 clusters Score -1582199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1582197.000000 Penalty: 4709.777832
	Iteration 42Q: 3 clusters Score -1582197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1582198.250000 Penalty: 4709.777832
	Iteration 43Q: 3 clusters Score -1582198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1582197.625000 Penalty: 4709.777832
	Iteration 44Q: 3 clusters Score -1582198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1582204.250000 Penalty: 4709.777832
	Iteration 45Q: 3 clusters Score -1582204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1582202.625000 Penalty: 4709.777832
	Iteration 46Q: 3 clusters Score -1582203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1582202.500000 Penalty: 4709.777832
	Iteration 47Q: 3 clusters Score -1582202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1582205.000000 Penalty: 4709.777832
	Iteration 48Q: 3 clusters Score -1582205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1582207.750000 Penalty: 4709.777832
	Iteration 49Q: 3 clusters Score -1582208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1582204.125000 Penalty: 4709.777832
	Iteration 50Q: 3 clusters Score -1582204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1582205.125000 Penalty: 4709.777832
	Iteration 51Q: 3 clusters Score -1582205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1582207.250000 Penalty: 4709.777832
	Iteration 52Q: 3 clusters Score -1582207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1582207.250000 Penalty: 4709.777832
	Iteration 53F: 3 clusters Score -1582207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Entering Unmasked Estep 
Score: -23328920.000000 Penalty: 2990.378662
	Iteration 0F: 2 clusters Score -2.332892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -23215814.000000 Penalty: 5980.757324
	Iteration 0F: 3 clusters Score -2.321581e+07 nChanged 82574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -23263664.000000 Penalty: 5980.757324
	Iteration 1F: 3 clusters Score -2.326366e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -23264492.000000 Penalty: 5980.757324
	Iteration 2Q: 3 clusters Score -2.326449e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -23265210.000000 Penalty: 5980.757324
	Iteration 3Q: 3 clusters Score -2.326521e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -23266290.000000 Penalty: 5980.757324
	Iteration 4Q: 3 clusters Score -2.326629e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -23267254.000000 Penalty: 5980.757324
	Iteration 5Q: 3 clusters Score -2.326725e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -23268784.000000 Penalty: 5980.757324
	Iteration 6Q: 3 clusters Score -2.326878e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -23270842.000000 Penalty: 5980.757324
	Iteration 7Q: 3 clusters Score -2.327084e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -23273344.000000 Penalty: 5980.757324
	Iteration 8Q: 3 clusters Score -2.327334e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -23276528.000000 Penalty: 5980.757324
	Iteration 9Q: 3 clusters Score -2.327653e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -23280300.000000 Penalty: 5980.757324
	Iteration 10Q: 3 clusters Score -2.32803e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -23284844.000000 Penalty: 5980.757324
	Iteration 11F: 3 clusters Score -2.328484e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -23290416.000000 Penalty: 5980.757324
	Iteration 12F: 3 clusters Score -2.329042e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -23296194.000000 Penalty: 5980.757324
	Iteration 13F: 3 clusters Score -2.329619e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -23300560.000000 Penalty: 5980.757324
	Iteration 14Q: 3 clusters Score -2.330056e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -23302976.000000 Penalty: 5980.757324
	Iteration 15Q: 3 clusters Score -2.330298e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103927 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -23304024.000000 Penalty: 5980.757324
	Iteration 16Q: 3 clusters Score -2.330402e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -23305070.000000 Penalty: 5980.757324
	Iteration 17Q: 3 clusters Score -2.330507e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -23306212.000000 Penalty: 5980.757324
	Iteration 18Q: 3 clusters Score -2.330621e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -23307306.000000 Penalty: 5980.757324
	Iteration 19Q: 3 clusters Score -2.330731e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113566 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -23308534.000000 Penalty: 5980.757324
	Iteration 20F: 3 clusters Score -2.330853e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -23309760.000000 Penalty: 5980.757324
	Iteration 21Q: 3 clusters Score -2.330976e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -23310860.000000 Penalty: 5980.757324
	Iteration 22Q: 3 clusters Score -2.331086e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121870 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -23312182.000000 Penalty: 5980.757324
	Iteration 23Q: 3 clusters Score -2.331218e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -23313270.000000 Penalty: 5980.757324
	Iteration 24Q: 3 clusters Score -2.331327e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -23314426.000000 Penalty: 5980.757324
	Iteration 25Q: 3 clusters Score -2.331443e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129987 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -23315392.000000 Penalty: 5980.757324
	Iteration 26Q: 3 clusters Score -2.331539e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -23316468.000000 Penalty: 5980.757324
	Iteration 27Q: 3 clusters Score -2.331647e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135082 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -23317430.000000 Penalty: 5980.757324
	Iteration 28Q: 3 clusters Score -2.331743e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137555 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -23318310.000000 Penalty: 5980.757324
	Iteration 29Q: 3 clusters Score -2.331831e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -23319044.000000 Penalty: 5980.757324
	Iteration 30Q: 3 clusters Score -2.331904e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -23319958.000000 Penalty: 5980.757324
	Iteration 31Q: 3 clusters Score -2.331996e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -23320860.000000 Penalty: 5980.757324
	Iteration 32Q: 3 clusters Score -2.332086e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -23321728.000000 Penalty: 5980.757324
	Iteration 33Q: 3 clusters Score -2.332173e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -23322458.000000 Penalty: 5980.757324
	Iteration 34Q: 3 clusters Score -2.332246e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -23323132.000000 Penalty: 5980.757324
	Iteration 35Q: 3 clusters Score -2.332313e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -23323688.000000 Penalty: 5980.757324
	Iteration 36Q: 3 clusters Score -2.332369e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -23324162.000000 Penalty: 5980.757324
	Iteration 37Q: 3 clusters Score -2.332416e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -23324622.000000 Penalty: 5980.757324
	Iteration 38Q: 3 clusters Score -2.332462e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -23324946.000000 Penalty: 5980.757324
	Iteration 39Q: 3 clusters Score -2.332495e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -23325268.000000 Penalty: 5980.757324
	Iteration 40F: 3 clusters Score -2.332527e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -23325590.000000 Penalty: 5980.757324
	Iteration 41Q: 3 clusters Score -2.332559e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -23325796.000000 Penalty: 5980.757324
	Iteration 42Q: 3 clusters Score -2.33258e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -23325978.000000 Penalty: 5980.757324
	Iteration 43Q: 3 clusters Score -2.332598e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -23326204.000000 Penalty: 5980.757324
	Iteration 44Q: 3 clusters Score -2.33262e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -23326276.000000 Penalty: 5980.757324
	Iteration 45Q: 3 clusters Score -2.332628e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162159 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -23326504.000000 Penalty: 5980.757324
	Iteration 46Q: 3 clusters Score -2.33265e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162813 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -23326584.000000 Penalty: 5980.757324
	Iteration 47Q: 3 clusters Score -2.332658e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -23326696.000000 Penalty: 5980.757324
	Iteration 48Q: 3 clusters Score -2.33267e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -23326728.000000 Penalty: 5980.757324
	Iteration 49Q: 3 clusters Score -2.332673e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -23326824.000000 Penalty: 5980.757324
	Iteration 50Q: 3 clusters Score -2.332682e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164974 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -23326896.000000 Penalty: 5980.757324
	Iteration 51Q: 3 clusters Score -2.33269e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -23326968.000000 Penalty: 5980.757324
	Iteration 52Q: 3 clusters Score -2.332697e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -23327026.000000 Penalty: 5980.757324
	Iteration 53Q: 3 clusters Score -2.332703e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -23327058.000000 Penalty: 5980.757324
	Iteration 54Q: 3 clusters Score -2.332706e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -23327114.000000 Penalty: 5980.757324
	Iteration 55Q: 3 clusters Score -2.332711e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -23327152.000000 Penalty: 5980.757324
	Iteration 56Q: 3 clusters Score -2.332715e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167001 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -23327162.000000 Penalty: 5980.757324
	Iteration 57Q: 3 clusters Score -2.332716e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -23327188.000000 Penalty: 5980.757324
	Iteration 58Q: 3 clusters Score -2.332719e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -23327228.000000 Penalty: 5980.757324
	Iteration 59Q: 3 clusters Score -2.332723e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -23327180.000000 Penalty: 5980.757324
	Iteration 60F: 3 clusters Score -2.332718e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167843 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -23327198.000000 Penalty: 5980.757324
	Iteration 61Q: 3 clusters Score -2.33272e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -23327252.000000 Penalty: 5980.757324
	Iteration 62Q: 3 clusters Score -2.332725e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -23327282.000000 Penalty: 5980.757324
	Iteration 63Q: 3 clusters Score -2.332728e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -23327324.000000 Penalty: 5980.757324
	Iteration 64Q: 3 clusters Score -2.332732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168403 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -23327336.000000 Penalty: 5980.757324
	Iteration 65Q: 3 clusters Score -2.332734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 66Q: 3 clusters Score -2.332735e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168580 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 67Q: 3 clusters Score -2.332735e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -23327360.000000 Penalty: 5980.757324
	Iteration 68Q: 3 clusters Score -2.332736e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -23327392.000000 Penalty: 5980.757324
	Iteration 69Q: 3 clusters Score -2.332739e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168853 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -23327412.000000 Penalty: 5980.757324
	Iteration 70Q: 3 clusters Score -2.332741e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -23327414.000000 Penalty: 5980.757324
	Iteration 71Q: 3 clusters Score -2.332741e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -23327466.000000 Penalty: 5980.757324
	Iteration 72Q: 3 clusters Score -2.332747e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -23327436.000000 Penalty: 5980.757324
	Iteration 73Q: 3 clusters Score -2.332744e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169145 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -23327424.000000 Penalty: 5980.757324
	Iteration 74Q: 3 clusters Score -2.332742e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -23327434.000000 Penalty: 5980.757324
	Iteration 75Q: 3 clusters Score -2.332743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -23327412.000000 Penalty: 5980.757324
	Iteration 76Q: 3 clusters Score -2.332741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -23327428.000000 Penalty: 5980.757324
	Iteration 77Q: 3 clusters Score -2.332743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169316 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -23327426.000000 Penalty: 5980.757324
	Iteration 78Q: 3 clusters Score -2.332743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169334 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -23327442.000000 Penalty: 5980.757324
	Iteration 79Q: 3 clusters Score -2.332744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -23327426.000000 Penalty: 5980.757324
	Iteration 80F: 3 clusters Score -2.332743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23327420.000000 Penalty: 5980.757324
	Iteration 81Q: 3 clusters Score -2.332742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23327412.000000 Penalty: 5980.757324
	Iteration 82Q: 3 clusters Score -2.332741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -23327412.000000 Penalty: 5980.757324
	Iteration 83Q: 3 clusters Score -2.332741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -23327412.000000 Penalty: 5980.757324
	Iteration 84Q: 3 clusters Score -2.332741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -23327400.000000 Penalty: 5980.757324
	Iteration 85Q: 3 clusters Score -2.33274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -23327364.000000 Penalty: 5980.757324
	Iteration 86Q: 3 clusters Score -2.332736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23327374.000000 Penalty: 5980.757324
	Iteration 87Q: 3 clusters Score -2.332737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23327376.000000 Penalty: 5980.757324
	Iteration 88Q: 3 clusters Score -2.332738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 89Q: 3 clusters Score -2.332735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -23327326.000000 Penalty: 5980.757324
	Iteration 90Q: 3 clusters Score -2.332733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -23327336.000000 Penalty: 5980.757324
	Iteration 91Q: 3 clusters Score -2.332734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23327336.000000 Penalty: 5980.757324
	Iteration 92Q: 3 clusters Score -2.332734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -23327332.000000 Penalty: 5980.757324
	Iteration 93Q: 3 clusters Score -2.332733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -23327334.000000 Penalty: 5980.757324
	Iteration 94Q: 3 clusters Score -2.332733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -23327334.000000 Penalty: 5980.757324
	Iteration 95Q: 3 clusters Score -2.332733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -23327330.000000 Penalty: 5980.757324
	Iteration 96Q: 3 clusters Score -2.332733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -23327342.000000 Penalty: 5980.757324
	Iteration 97Q: 3 clusters Score -2.332734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -23327354.000000 Penalty: 5980.757324
	Iteration 98Q: 3 clusters Score -2.332735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -23327356.000000 Penalty: 5980.757324
	Iteration 99Q: 3 clusters Score -2.332736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 100F: 3 clusters Score -2.332735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -23327348.000000 Penalty: 5980.757324
	Iteration 101Q: 3 clusters Score -2.332735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -23327352.000000 Penalty: 5980.757324
	Iteration 102Q: 3 clusters Score -2.332735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169597 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -23327362.000000 Penalty: 5980.757324
	Iteration 103Q: 3 clusters Score -2.332736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169602 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -23327354.000000 Penalty: 5980.757324
	Iteration 104Q: 3 clusters Score -2.332735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169605 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -23327354.000000 Penalty: 5980.757324
	Iteration 105Q: 3 clusters Score -2.332735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23327356.000000 Penalty: 5980.757324
	Iteration 106Q: 3 clusters Score -2.332736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -23327364.000000 Penalty: 5980.757324
	Iteration 107Q: 3 clusters Score -2.332736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23327362.000000 Penalty: 5980.757324
	Iteration 108Q: 3 clusters Score -2.332736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -23327360.000000 Penalty: 5980.757324
	Iteration 109Q: 3 clusters Score -2.332736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -23327370.000000 Penalty: 5980.757324
	Iteration 110Q: 3 clusters Score -2.332737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23327366.000000 Penalty: 5980.757324
	Iteration 111Q: 3 clusters Score -2.332737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -23327370.000000 Penalty: 5980.757324
	Iteration 112Q: 3 clusters Score -2.332737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -23327360.000000 Penalty: 5980.757324
	Iteration 113Q: 3 clusters Score -2.332736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -23327356.000000 Penalty: 5980.757324
	Iteration 114Q: 3 clusters Score -2.332736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169637 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -23327348.000000 Penalty: 5980.757324
	Iteration 115Q: 3 clusters Score -2.332735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169641 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -23327354.000000 Penalty: 5980.757324
	Iteration 116Q: 3 clusters Score -2.332735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -23327358.000000 Penalty: 5980.757324
	Iteration 117Q: 3 clusters Score -2.332736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -23327358.000000 Penalty: 5980.757324
	Iteration 118Q: 3 clusters Score -2.332736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 119Q: 3 clusters Score -2.332735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23327352.000000 Penalty: 5980.757324
	Iteration 120F: 3 clusters Score -2.332735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -23327358.000000 Penalty: 5980.757324
	Iteration 121Q: 3 clusters Score -2.332736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 122Q: 3 clusters Score -2.332735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23327350.000000 Penalty: 5980.757324
	Iteration 123F: 3 clusters Score -2.332735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Entering Unmasked Estep 
Score: -6183791.500000 Penalty: 2658.094482
	Iteration 0F: 2 clusters Score -6183792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6153267.000000 Penalty: 5316.188965
	Iteration 0F: 3 clusters Score -6153267 nChanged 20779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -6164768.500000 Penalty: 5316.188965
	Iteration 1F: 3 clusters Score -6164768 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -6165408.500000 Penalty: 5316.188965
	Iteration 2Q: 3 clusters Score -6165408 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6166112.000000 Penalty: 5316.188965
	Iteration 3Q: 3 clusters Score -6166112 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -6167074.000000 Penalty: 5316.188965
	Iteration 4Q: 3 clusters Score -6167074 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -6168441.000000 Penalty: 5316.188965
	Iteration 5F: 3 clusters Score -6168441 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -6170458.500000 Penalty: 5316.188965
	Iteration 6F: 3 clusters Score -6170458 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -6173089.500000 Penalty: 5316.188965
	Iteration 7F: 3 clusters Score -6173090 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -6175852.000000 Penalty: 5316.188965
	Iteration 8F: 3 clusters Score -6175852 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -6177938.500000 Penalty: 5316.188965
	Iteration 9F: 3 clusters Score -6177938 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -6179016.000000 Penalty: 5316.188965
	Iteration 10Q: 3 clusters Score -6179016 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6179487.000000 Penalty: 5316.188965
	Iteration 11Q: 3 clusters Score -6179487 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6179733.000000 Penalty: 5316.188965
	Iteration 12Q: 3 clusters Score -6179733 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -6179923.500000 Penalty: 5316.188965
	Iteration 13Q: 3 clusters Score -6179924 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6180124.000000 Penalty: 5316.188965
	Iteration 14Q: 3 clusters Score -6180124 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -6180265.000000 Penalty: 5316.188965
	Iteration 15Q: 3 clusters Score -6180265 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -6180402.500000 Penalty: 5316.188965
	Iteration 16Q: 3 clusters Score -6180402 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6180524.500000 Penalty: 5316.188965
	Iteration 17Q: 3 clusters Score -6180524 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6180657.500000 Penalty: 5316.188965
	Iteration 18Q: 3 clusters Score -6180658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6180782.500000 Penalty: 5316.188965
	Iteration 19Q: 3 clusters Score -6180782 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6180897.000000 Penalty: 5316.188965
	Iteration 20F: 3 clusters Score -6180897 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6180976.500000 Penalty: 5316.188965
	Iteration 21Q: 3 clusters Score -6180976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6181078.500000 Penalty: 5316.188965
	Iteration 22Q: 3 clusters Score -6181078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6181141.500000 Penalty: 5316.188965
	Iteration 23Q: 3 clusters Score -6181142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6181209.500000 Penalty: 5316.188965
	Iteration 24Q: 3 clusters Score -6181210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6181258.500000 Penalty: 5316.188965
	Iteration 25Q: 3 clusters Score -6181258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6181307.500000 Penalty: 5316.188965
	Iteration 26Q: 3 clusters Score -6181308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6181338.000000 Penalty: 5316.188965
	Iteration 27Q: 3 clusters Score -6181338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6181357.500000 Penalty: 5316.188965
	Iteration 28Q: 3 clusters Score -6181358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6181392.500000 Penalty: 5316.188965
	Iteration 29Q: 3 clusters Score -6181392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6181412.000000 Penalty: 5316.188965
	Iteration 30Q: 3 clusters Score -6181412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6181439.000000 Penalty: 5316.188965
	Iteration 31Q: 3 clusters Score -6181439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6181473.500000 Penalty: 5316.188965
	Iteration 32Q: 3 clusters Score -6181474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6181478.500000 Penalty: 5316.188965
	Iteration 33Q: 3 clusters Score -6181478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6181482.000000 Penalty: 5316.188965
	Iteration 34Q: 3 clusters Score -6181482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6181501.000000 Penalty: 5316.188965
	Iteration 35Q: 3 clusters Score -6181501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6181516.000000 Penalty: 5316.188965
	Iteration 36Q: 3 clusters Score -6181516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6181529.500000 Penalty: 5316.188965
	Iteration 37Q: 3 clusters Score -6181530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6181538.000000 Penalty: 5316.188965
	Iteration 38Q: 3 clusters Score -6181538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6181543.500000 Penalty: 5316.188965
	Iteration 39Q: 3 clusters Score -6181544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6181557.000000 Penalty: 5316.188965
	Iteration 40F: 3 clusters Score -6181557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6181570.500000 Penalty: 5316.188965
	Iteration 41Q: 3 clusters Score -6181570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6181601.000000 Penalty: 5316.188965
	Iteration 42Q: 3 clusters Score -6181601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6181613.500000 Penalty: 5316.188965
	Iteration 43Q: 3 clusters Score -6181614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6181634.000000 Penalty: 5316.188965
	Iteration 44Q: 3 clusters Score -6181634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6181649.000000 Penalty: 5316.188965
	Iteration 45Q: 3 clusters Score -6181649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6181650.000000 Penalty: 5316.188965
	Iteration 46Q: 3 clusters Score -6181650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6181665.000000 Penalty: 5316.188965
	Iteration 47Q: 3 clusters Score -6181665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6181676.500000 Penalty: 5316.188965
	Iteration 48Q: 3 clusters Score -6181676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6181693.500000 Penalty: 5316.188965
	Iteration 49Q: 3 clusters Score -6181694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6181712.000000 Penalty: 5316.188965
	Iteration 50Q: 3 clusters Score -6181712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6181697.500000 Penalty: 5316.188965
	Iteration 51Q: 3 clusters Score -6181698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6181710.000000 Penalty: 5316.188965
	Iteration 52Q: 3 clusters Score -6181710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6181712.000000 Penalty: 5316.188965
	Iteration 53Q: 3 clusters Score -6181712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6181706.500000 Penalty: 5316.188965
	Iteration 54Q: 3 clusters Score -6181706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6181707.000000 Penalty: 5316.188965
	Iteration 55Q: 3 clusters Score -6181707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6181711.000000 Penalty: 5316.188965
	Iteration 56Q: 3 clusters Score -6181711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6181715.000000 Penalty: 5316.188965
	Iteration 57Q: 3 clusters Score -6181715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6181715.000000 Penalty: 5316.188965
	Iteration 58F: 3 clusters Score -6181715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Entering Unmasked Estep 
Score: -2371990.750000 Penalty: 2431.460205
	Iteration 0F: 2 clusters Score -2371991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2359008.250000 Penalty: 4862.920410
	Iteration 0F: 3 clusters Score -2359008 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2363219.500000 Penalty: 4862.920410
	Iteration 1F: 3 clusters Score -2363220 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2363697.250000 Penalty: 4862.920410
	Iteration 2F: 3 clusters Score -2363697 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2364177.250000 Penalty: 4862.920410
	Iteration 3F: 3 clusters Score -2364177 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2364801.500000 Penalty: 4862.920410
	Iteration 4F: 3 clusters Score -2364802 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2365688.250000 Penalty: 4862.920410
	Iteration 5F: 3 clusters Score -2365688 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2366716.500000 Penalty: 4862.920410
	Iteration 6F: 3 clusters Score -2366716 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2367732.750000 Penalty: 4862.920410
	Iteration 7F: 3 clusters Score -2367733 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2368594.000000 Penalty: 4862.920410
	Iteration 8F: 3 clusters Score -2368594 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2369236.750000 Penalty: 4862.920410
	Iteration 9Q: 3 clusters Score -2369237 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2369767.000000 Penalty: 4862.920410
	Iteration 10Q: 3 clusters Score -2369767 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2370153.250000 Penalty: 4862.920410
	Iteration 11Q: 3 clusters Score -2370153 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2370402.000000 Penalty: 4862.920410
	Iteration 12Q: 3 clusters Score -2370402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2370564.500000 Penalty: 4862.920410
	Iteration 13Q: 3 clusters Score -2370564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2370640.250000 Penalty: 4862.920410
	Iteration 14Q: 3 clusters Score -2370640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2370698.500000 Penalty: 4862.920410
	Iteration 15Q: 3 clusters Score -2370698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2370732.500000 Penalty: 4862.920410
	Iteration 16Q: 3 clusters Score -2370732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2370777.000000 Penalty: 4862.920410
	Iteration 17Q: 3 clusters Score -2370777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2370800.250000 Penalty: 4862.920410
	Iteration 18Q: 3 clusters Score -2370800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2370811.250000 Penalty: 4862.920410
	Iteration 19Q: 3 clusters Score -2370811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2370831.250000 Penalty: 4862.920410
	Iteration 20F: 3 clusters Score -2370831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2370840.250000 Penalty: 4862.920410
	Iteration 21Q: 3 clusters Score -2370840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2370841.250000 Penalty: 4862.920410
	Iteration 22Q: 3 clusters Score -2370841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2370854.000000 Penalty: 4862.920410
	Iteration 23Q: 3 clusters Score -2370854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2370854.500000 Penalty: 4862.920410
	Iteration 24Q: 3 clusters Score -2370854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2370861.750000 Penalty: 4862.920410
	Iteration 25Q: 3 clusters Score -2370862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2370866.500000 Penalty: 4862.920410
	Iteration 26Q: 3 clusters Score -2370866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2370872.750000 Penalty: 4862.920410
	Iteration 27Q: 3 clusters Score -2370873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2370879.500000 Penalty: 4862.920410
	Iteration 28Q: 3 clusters Score -2370880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2370884.250000 Penalty: 4862.920410
	Iteration 29Q: 3 clusters Score -2370884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2370886.750000 Penalty: 4862.920410
	Iteration 30Q: 3 clusters Score -2370887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2370892.000000 Penalty: 4862.920410
	Iteration 31Q: 3 clusters Score -2370892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2370894.500000 Penalty: 4862.920410
	Iteration 32Q: 3 clusters Score -2370894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2370890.000000 Penalty: 4862.920410
	Iteration 33Q: 3 clusters Score -2370890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2370893.500000 Penalty: 4862.920410
	Iteration 34Q: 3 clusters Score -2370894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2370893.000000 Penalty: 4862.920410
	Iteration 35Q: 3 clusters Score -2370893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2370897.000000 Penalty: 4862.920410
	Iteration 36Q: 3 clusters Score -2370897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2370897.500000 Penalty: 4862.920410
	Iteration 37Q: 3 clusters Score -2370898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2370896.250000 Penalty: 4862.920410
	Iteration 38Q: 3 clusters Score -2370896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2370898.250000 Penalty: 4862.920410
	Iteration 39Q: 3 clusters Score -2370898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2370898.250000 Penalty: 4862.920410
	Iteration 40F: 3 clusters Score -2370898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2370900.250000 Penalty: 4862.920410
	Iteration 41Q: 3 clusters Score -2370900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2370904.750000 Penalty: 4862.920410
	Iteration 42Q: 3 clusters Score -2370905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2370905.250000 Penalty: 4862.920410
	Iteration 43Q: 3 clusters Score -2370905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2370910.000000 Penalty: 4862.920410
	Iteration 44Q: 3 clusters Score -2370910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2370911.250000 Penalty: 4862.920410
	Iteration 45Q: 3 clusters Score -2370911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2370910.000000 Penalty: 4862.920410
	Iteration 46Q: 3 clusters Score -2370910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2370908.750000 Penalty: 4862.920410
	Iteration 47Q: 3 clusters Score -2370909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2370907.250000 Penalty: 4862.920410
	Iteration 48Q: 3 clusters Score -2370907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2370908.250000 Penalty: 4862.920410
	Iteration 49Q: 3 clusters Score -2370908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2370909.000000 Penalty: 4862.920410
	Iteration 50Q: 3 clusters Score -2370909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2370910.500000 Penalty: 4862.920410
	Iteration 51Q: 3 clusters Score -2370910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2370909.500000 Penalty: 4862.920410
	Iteration 52Q: 3 clusters Score -2370910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2370910.500000 Penalty: 4862.920410
	Iteration 53Q: 3 clusters Score -2370910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2370911.250000 Penalty: 4862.920410
	Iteration 54Q: 3 clusters Score -2370911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2370913.000000 Penalty: 4862.920410
	Iteration 55Q: 3 clusters Score -2370913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2370913.000000 Penalty: 4862.920410
	Iteration 56F: 3 clusters Score -2370913 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56483.636719 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56483.64 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57074.093750 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -57074.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57379.324219 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57379.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57664.351562 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -57664.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57958.480469 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -57958.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58113.250000 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -58113.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58142.667969 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -58142.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58157.093750 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -58157.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58157.093750 Penalty: 3140.425049
	Iteration 8F: 3 clusters Score -58157.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171883 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147677 members 
Mstep: Class 7 contains 130932 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172470 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 18111 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70571 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 227 members 
Entering Unmasked Estep 
Score: -126426728.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126428336.000000 to -126426728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -487482.625000 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -487482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -483833.250000 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -483833.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -484637.437500 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -484637.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -484827.906250 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -484827.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -484928.625000 Penalty: 4066.661621
	Iteration 3F: 3 clusters Score -484928.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -484987.125000 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -484987.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -485028.218750 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -485028.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -485057.812500 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -485057.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -485080.093750 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -485080.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -485097.406250 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -485097.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -485109.968750 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -485110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -485121.343750 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -485121.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -485129.906250 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -485129.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -485137.062500 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -485137.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -485145.343750 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -485145.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -485156.093750 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -485156.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -485170.156250 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -485170.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -485184.375000 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -485184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -485195.875000 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -485195.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -485207.375000 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -485207.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -485221.093750 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -485221.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -485233.656250 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -485233.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -485242.718750 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -485242.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -485255.093750 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -485255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -485268.375000 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -485268.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -485277.500000 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -485277.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -485286.343750 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -485286.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -485291.656250 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -485291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -485295.312500 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -485295.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -485300.468750 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -485300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -485303.343750 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -485303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -485304.843750 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -485304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -485305.468750 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -485305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -485306.687500 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -485306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -485308.218750 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -485308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -485310.343750 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -485310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -485311.500000 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -485311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -485314.968750 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -485315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -485318.281250 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -485318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -485319.000000 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -485319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -485319.250000 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -485319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -485320.000000 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -485320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -485321.281250 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -485321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -485322.687500 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -485322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -485323.781250 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -485323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -485323.750000 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -485323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -485324.187500 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -485324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -485324.187500 Penalty: 4066.661621
	Iteration 46F: 3 clusters Score -485324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Entering Unmasked Estep 
Score: -6701342.000000 Penalty: 2678.886230
	Iteration 0F: 2 clusters Score -6701342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6668219.500000 Penalty: 5357.772461
	Iteration 0F: 3 clusters Score -6668220 nChanged 22720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6680944.000000 Penalty: 5357.772461
	Iteration 1F: 3 clusters Score -6680944 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -6681442.500000 Penalty: 5357.772461
	Iteration 2Q: 3 clusters Score -6681442 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6682048.000000 Penalty: 5357.772461
	Iteration 3Q: 3 clusters Score -6682048 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -6682728.500000 Penalty: 5357.772461
	Iteration 4Q: 3 clusters Score -6682728 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -6683684.500000 Penalty: 5357.772461
	Iteration 5Q: 3 clusters Score -6683684 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -6685164.500000 Penalty: 5357.772461
	Iteration 6F: 3 clusters Score -6685164 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -6687652.000000 Penalty: 5357.772461
	Iteration 7F: 3 clusters Score -6687652 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -6691124.500000 Penalty: 5357.772461
	Iteration 8F: 3 clusters Score -6691124 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6694669.000000 Penalty: 5357.772461
	Iteration 9F: 3 clusters Score -6694669 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6697185.500000 Penalty: 5357.772461
	Iteration 10F: 3 clusters Score -6697186 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6698273.500000 Penalty: 5357.772461
	Iteration 11Q: 3 clusters Score -6698274 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6698706.000000 Penalty: 5357.772461
	Iteration 12Q: 3 clusters Score -6698706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6698850.500000 Penalty: 5357.772461
	Iteration 13Q: 3 clusters Score -6698850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6698906.000000 Penalty: 5357.772461
	Iteration 14Q: 3 clusters Score -6698906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6698933.000000 Penalty: 5357.772461
	Iteration 15Q: 3 clusters Score -6698933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6698966.500000 Penalty: 5357.772461
	Iteration 16Q: 3 clusters Score -6698966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6698984.000000 Penalty: 5357.772461
	Iteration 17Q: 3 clusters Score -6698984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6698995.000000 Penalty: 5357.772461
	Iteration 18Q: 3 clusters Score -6698995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6699009.500000 Penalty: 5357.772461
	Iteration 19Q: 3 clusters Score -6699010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6699023.000000 Penalty: 5357.772461
	Iteration 20F: 3 clusters Score -6699023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6699027.000000 Penalty: 5357.772461
	Iteration 21Q: 3 clusters Score -6699027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6699027.500000 Penalty: 5357.772461
	Iteration 22Q: 3 clusters Score -6699028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6699027.000000 Penalty: 5357.772461
	Iteration 23Q: 3 clusters Score -6699027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6699028.000000 Penalty: 5357.772461
	Iteration 24Q: 3 clusters Score -6699028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6699032.000000 Penalty: 5357.772461
	Iteration 25Q: 3 clusters Score -6699032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6699037.500000 Penalty: 5357.772461
	Iteration 26Q: 3 clusters Score -6699038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6699044.000000 Penalty: 5357.772461
	Iteration 27Q: 3 clusters Score -6699044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6699044.000000 Penalty: 5357.772461
	Iteration 28F: 3 clusters Score -6699044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 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 312 members 
Entering Unmasked Estep 
Score: -68448.437500 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68448.44 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68756.617188 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68756.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69013.648438 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69013.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69113.953125 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -69113.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69194.929688 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -69194.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69263.945312 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69263.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69303.750000 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69303.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69324.773438 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69324.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69349.101562 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69384.484375 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69384.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69419.710938 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69419.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69465.109375 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -69465.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69513.460938 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -69513.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69561.468750 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -69561.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69612.117188 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -69612.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69636.289062 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -69636.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69650.421875 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -69650.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69651.625000 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -69651.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69651.625000 Penalty: 3168.726318
	Iteration 18F: 3 clusters Score -69651.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -1182123.000000 Penalty: 2248.856689
	Iteration 0F: 2 clusters Score -1182123 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 4291 members 
Entering Unmasked Estep 
Score: -1175327.750000 Penalty: 4497.713379
	Iteration 0F: 3 clusters Score -1175328 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1177177.875000 Penalty: 4497.713379
	Iteration 1F: 3 clusters Score -1177178 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1177428.250000 Penalty: 4497.713379
	Iteration 2F: 3 clusters Score -1177428 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1177616.625000 Penalty: 4497.713379
	Iteration 3Q: 3 clusters Score -1177617 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1177757.000000 Penalty: 4497.713379
	Iteration 4Q: 3 clusters Score -1177757 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1177888.000000 Penalty: 4497.713379
	Iteration 5Q: 3 clusters Score -1177888 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1178024.500000 Penalty: 4497.713379
	Iteration 6Q: 3 clusters Score -1178024 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1178153.875000 Penalty: 4497.713379
	Iteration 7Q: 3 clusters Score -1178154 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1178285.500000 Penalty: 4497.713379
	Iteration 8Q: 3 clusters Score -1178286 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1178446.125000 Penalty: 4497.713379
	Iteration 9Q: 3 clusters Score -1178446 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1178652.500000 Penalty: 4497.713379
	Iteration 10Q: 3 clusters Score -1178652 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1178880.250000 Penalty: 4497.713379
	Iteration 11Q: 3 clusters Score -1178880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1179108.625000 Penalty: 4497.713379
	Iteration 12Q: 3 clusters Score -1179109 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1179327.750000 Penalty: 4497.713379
	Iteration 13Q: 3 clusters Score -1179328 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1179520.000000 Penalty: 4497.713379
	Iteration 14Q: 3 clusters Score -1179520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1179659.750000 Penalty: 4497.713379
	Iteration 15Q: 3 clusters Score -1179660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1179773.250000 Penalty: 4497.713379
	Iteration 16Q: 3 clusters Score -1179773 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1179843.250000 Penalty: 4497.713379
	Iteration 17Q: 3 clusters Score -1179843 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1179907.250000 Penalty: 4497.713379
	Iteration 18Q: 3 clusters Score -1179907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1179943.000000 Penalty: 4497.713379
	Iteration 19Q: 3 clusters Score -1179943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1179968.000000 Penalty: 4497.713379
	Iteration 20F: 3 clusters Score -1179968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1179998.625000 Penalty: 4497.713379
	Iteration 21Q: 3 clusters Score -1179999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1180017.375000 Penalty: 4497.713379
	Iteration 22Q: 3 clusters Score -1180017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1180026.875000 Penalty: 4497.713379
	Iteration 23Q: 3 clusters Score -1180027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1180041.500000 Penalty: 4497.713379
	Iteration 24Q: 3 clusters Score -1180042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1180049.750000 Penalty: 4497.713379
	Iteration 25Q: 3 clusters Score -1180050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1180061.625000 Penalty: 4497.713379
	Iteration 26Q: 3 clusters Score -1180062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1180080.750000 Penalty: 4497.713379
	Iteration 27Q: 3 clusters Score -1180081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1180096.000000 Penalty: 4497.713379
	Iteration 28Q: 3 clusters Score -1180096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1180099.125000 Penalty: 4497.713379
	Iteration 29Q: 3 clusters Score -1180099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1180101.125000 Penalty: 4497.713379
	Iteration 30Q: 3 clusters Score -1180101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1180105.750000 Penalty: 4497.713379
	Iteration 31Q: 3 clusters Score -1180106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1180109.500000 Penalty: 4497.713379
	Iteration 32Q: 3 clusters Score -1180110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1180109.500000 Penalty: 4497.713379
	Iteration 33Q: 3 clusters Score -1180110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1180109.500000 Penalty: 4497.713379
	Iteration 34F: 3 clusters Score -1180110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -919629.625000 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -919629.6 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 3590 members 
Entering Unmasked Estep 
Score: -913742.062500 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -913742.1 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -915323.500000 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -915323.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -915582.062500 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -915582.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -915757.375000 Penalty: 4401.795898
	Iteration 3Q: 3 clusters Score -915757.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -915968.750000 Penalty: 4401.795898
	Iteration 4Q: 3 clusters Score -915968.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -916217.750000 Penalty: 4401.795898
	Iteration 5Q: 3 clusters Score -916217.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -916460.687500 Penalty: 4401.795898
	Iteration 6Q: 3 clusters Score -916460.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -916656.062500 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -916656.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -916853.687500 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -916853.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -917070.750000 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -917070.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -917298.500000 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -917298.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -917480.687500 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -917480.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -917646.687500 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -917646.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -917810.312500 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -917810.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -917934.625000 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -917934.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -918010.875000 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -918010.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -918093.687500 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -918093.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -918173.062500 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -918173.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -918239.687500 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -918239.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -918300.000000 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -918300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -918346.812500 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -918346.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -918388.687500 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -918388.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -918420.500000 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -918420.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -918446.312500 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -918446.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -918466.562500 Penalty: 4401.795898
	Iteration 24Q: 3 clusters Score -918466.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -918484.437500 Penalty: 4401.795898
	Iteration 25Q: 3 clusters Score -918484.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -918497.437500 Penalty: 4401.795898
	Iteration 26Q: 3 clusters Score -918497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -918507.750000 Penalty: 4401.795898
	Iteration 27Q: 3 clusters Score -918507.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -918516.250000 Penalty: 4401.795898
	Iteration 28Q: 3 clusters Score -918516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -918526.875000 Penalty: 4401.795898
	Iteration 29Q: 3 clusters Score -918526.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -918536.125000 Penalty: 4401.795898
	Iteration 30Q: 3 clusters Score -918536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -918540.875000 Penalty: 4401.795898
	Iteration 31Q: 3 clusters Score -918540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -918544.062500 Penalty: 4401.795898
	Iteration 32Q: 3 clusters Score -918544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -918551.875000 Penalty: 4401.795898
	Iteration 33Q: 3 clusters Score -918551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -918556.562500 Penalty: 4401.795898
	Iteration 34Q: 3 clusters Score -918556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -918562.812500 Penalty: 4401.795898
	Iteration 35Q: 3 clusters Score -918562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -918568.000000 Penalty: 4401.795898
	Iteration 36Q: 3 clusters Score -918568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -918573.750000 Penalty: 4401.795898
	Iteration 37Q: 3 clusters Score -918573.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -918580.500000 Penalty: 4401.795898
	Iteration 38Q: 3 clusters Score -918580.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -918581.187500 Penalty: 4401.795898
	Iteration 39Q: 3 clusters Score -918581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -918588.000000 Penalty: 4401.795898
	Iteration 40F: 3 clusters Score -918588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -918592.750000 Penalty: 4401.795898
	Iteration 41Q: 3 clusters Score -918592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -918594.562500 Penalty: 4401.795898
	Iteration 42Q: 3 clusters Score -918594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -918595.000000 Penalty: 4401.795898
	Iteration 43Q: 3 clusters Score -918595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -918596.312500 Penalty: 4401.795898
	Iteration 44Q: 3 clusters Score -918596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -918599.312500 Penalty: 4401.795898
	Iteration 45Q: 3 clusters Score -918599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -918599.500000 Penalty: 4401.795898
	Iteration 46Q: 3 clusters Score -918599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -918600.000000 Penalty: 4401.795898
	Iteration 47Q: 3 clusters Score -918600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -918601.187500 Penalty: 4401.795898
	Iteration 48Q: 3 clusters Score -918601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -918601.187500 Penalty: 4401.795898
	Iteration 49F: 3 clusters Score -918601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -63159.101562 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -63159.1 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 246 members 
Entering Unmasked Estep 
Score: -61618.386719 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -61618.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61751.722656 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -61751.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61797.019531 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -61797.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61826.320312 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -61826.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61836.738281 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -61836.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61843.781250 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -61843.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61846.167969 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -61846.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61847.503906 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -61847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61847.503906 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -61847.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Entering Unmasked Estep 
Score: -9303372.000000 Penalty: 2768.764893
	Iteration 0F: 2 clusters Score -9303372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -9256184.000000 Penalty: 5537.529785
	Iteration 0F: 3 clusters Score -9256184 nChanged 32889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -9274422.000000 Penalty: 5537.529785
	Iteration 1F: 3 clusters Score -9274422 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -9274943.000000 Penalty: 5537.529785
	Iteration 2Q: 3 clusters Score -9274943 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9275418.000000 Penalty: 5537.529785
	Iteration 3Q: 3 clusters Score -9275418 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -9275979.000000 Penalty: 5537.529785
	Iteration 4Q: 3 clusters Score -9275979 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -9276687.000000 Penalty: 5537.529785
	Iteration 5Q: 3 clusters Score -9276687 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -9277577.000000 Penalty: 5537.529785
	Iteration 6Q: 3 clusters Score -9277577 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -9278876.000000 Penalty: 5537.529785
	Iteration 7Q: 3 clusters Score -9278876 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -9280603.000000 Penalty: 5537.529785
	Iteration 8F: 3 clusters Score -9280603 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -9283043.000000 Penalty: 5537.529785
	Iteration 9F: 3 clusters Score -9283043 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -9285902.000000 Penalty: 5537.529785
	Iteration 10F: 3 clusters Score -9285902 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -9288829.000000 Penalty: 5537.529785
	Iteration 11F: 3 clusters Score -9288829 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -9291690.000000 Penalty: 5537.529785
	Iteration 12F: 3 clusters Score -9291690 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -9294120.000000 Penalty: 5537.529785
	Iteration 13Q: 3 clusters Score -9294120 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -9295853.000000 Penalty: 5537.529785
	Iteration 14Q: 3 clusters Score -9295853 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -9297126.000000 Penalty: 5537.529785
	Iteration 15Q: 3 clusters Score -9297126 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -9298064.000000 Penalty: 5537.529785
	Iteration 16Q: 3 clusters Score -9298064 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -9298721.000000 Penalty: 5537.529785
	Iteration 17Q: 3 clusters Score -9298721 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -9299226.000000 Penalty: 5537.529785
	Iteration 18Q: 3 clusters Score -9299226 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9299586.000000 Penalty: 5537.529785
	Iteration 19Q: 3 clusters Score -9299586 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9299870.000000 Penalty: 5537.529785
	Iteration 20F: 3 clusters Score -9299870 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -9300074.000000 Penalty: 5537.529785
	Iteration 21Q: 3 clusters Score -9300074 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9300265.000000 Penalty: 5537.529785
	Iteration 22Q: 3 clusters Score -9300265 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9300397.000000 Penalty: 5537.529785
	Iteration 23Q: 3 clusters Score -9300397 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9300487.000000 Penalty: 5537.529785
	Iteration 24Q: 3 clusters Score -9300487 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9300567.000000 Penalty: 5537.529785
	Iteration 25Q: 3 clusters Score -9300567 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9300660.000000 Penalty: 5537.529785
	Iteration 26Q: 3 clusters Score -9300660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9300719.000000 Penalty: 5537.529785
	Iteration 27Q: 3 clusters Score -9300719 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9300790.000000 Penalty: 5537.529785
	Iteration 28Q: 3 clusters Score -9300790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9300847.000000 Penalty: 5537.529785
	Iteration 29Q: 3 clusters Score -9300847 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9300888.000000 Penalty: 5537.529785
	Iteration 30Q: 3 clusters Score -9300888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9300911.000000 Penalty: 5537.529785
	Iteration 31Q: 3 clusters Score -9300911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9300941.000000 Penalty: 5537.529785
	Iteration 32Q: 3 clusters Score -9300941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9300962.000000 Penalty: 5537.529785
	Iteration 33Q: 3 clusters Score -9300962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9300985.000000 Penalty: 5537.529785
	Iteration 34Q: 3 clusters Score -9300985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9300997.000000 Penalty: 5537.529785
	Iteration 35Q: 3 clusters Score -9300997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9301005.000000 Penalty: 5537.529785
	Iteration 36Q: 3 clusters Score -9301005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -9301015.000000 Penalty: 5537.529785
	Iteration 37Q: 3 clusters Score -9301015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9301023.000000 Penalty: 5537.529785
	Iteration 38Q: 3 clusters Score -9301023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9301023.000000 Penalty: 5537.529785
	Iteration 39Q: 3 clusters Score -9301023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9301035.000000 Penalty: 5537.529785
	Iteration 40F: 3 clusters Score -9301035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9301051.000000 Penalty: 5537.529785
	Iteration 41Q: 3 clusters Score -9301051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9301063.000000 Penalty: 5537.529785
	Iteration 42Q: 3 clusters Score -9301063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9301064.000000 Penalty: 5537.529785
	Iteration 43Q: 3 clusters Score -9301064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9301064.000000 Penalty: 5537.529785
	Iteration 44Q: 3 clusters Score -9301064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9301067.000000 Penalty: 5537.529785
	Iteration 45Q: 3 clusters Score -9301067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9301069.000000 Penalty: 5537.529785
	Iteration 46Q: 3 clusters Score -9301069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9301072.000000 Penalty: 5537.529785
	Iteration 47Q: 3 clusters Score -9301072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9301079.000000 Penalty: 5537.529785
	Iteration 48Q: 3 clusters Score -9301079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9301085.000000 Penalty: 5537.529785
	Iteration 49Q: 3 clusters Score -9301085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9301092.000000 Penalty: 5537.529785
	Iteration 50Q: 3 clusters Score -9301092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9301090.000000 Penalty: 5537.529785
	Iteration 51Q: 3 clusters Score -9301090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9301094.000000 Penalty: 5537.529785
	Iteration 52Q: 3 clusters Score -9301094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9301088.000000 Penalty: 5537.529785
	Iteration 53Q: 3 clusters Score -9301088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9301091.000000 Penalty: 5537.529785
	Iteration 54Q: 3 clusters Score -9301091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9301091.000000 Penalty: 5537.529785
	Iteration 55F: 3 clusters Score -9301091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 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 305 members 
Entering Unmasked Estep 
Score: -71168.187500 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71168.19 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71618.218750 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71618.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71849.046875 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71849.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72039.757812 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -72039.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72193.468750 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -72193.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72314.695312 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -72314.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72392.171875 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -72392.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72404.132812 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -72404.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72416.562500 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -72416.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72422.929688 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -72422.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72429.078125 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72429.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72433.429688 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72433.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72433.429688 Penalty: 3185.124756
	Iteration 12F: 3 clusters Score -72433.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Entering Unmasked Estep 
Score: -4047558.750000 Penalty: 2565.949219
	Iteration 0F: 2 clusters Score -4047559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4026313.750000 Penalty: 5131.898438
	Iteration 0F: 3 clusters Score -4026314 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4034342.000000 Penalty: 5131.898438
	Iteration 1F: 3 clusters Score -4034342 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4035266.250000 Penalty: 5131.898438
	Iteration 2F: 3 clusters Score -4035266 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4036512.500000 Penalty: 5131.898438
	Iteration 3F: 3 clusters Score -4036512 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4038026.250000 Penalty: 5131.898438
	Iteration 4F: 3 clusters Score -4038026 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4039729.500000 Penalty: 5131.898438
	Iteration 5F: 3 clusters Score -4039730 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4041381.500000 Penalty: 5131.898438
	Iteration 6F: 3 clusters Score -4041382 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4042839.000000 Penalty: 5131.898438
	Iteration 7F: 3 clusters Score -4042839 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4043981.500000 Penalty: 5131.898438
	Iteration 8Q: 3 clusters Score -4043982 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4044797.250000 Penalty: 5131.898438
	Iteration 9Q: 3 clusters Score -4044797 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4045339.500000 Penalty: 5131.898438
	Iteration 10Q: 3 clusters Score -4045340 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4045716.750000 Penalty: 5131.898438
	Iteration 11Q: 3 clusters Score -4045717 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4045958.000000 Penalty: 5131.898438
	Iteration 12Q: 3 clusters Score -4045958 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4046099.750000 Penalty: 5131.898438
	Iteration 13Q: 3 clusters Score -4046100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4046199.250000 Penalty: 5131.898438
	Iteration 14Q: 3 clusters Score -4046199 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4046280.750000 Penalty: 5131.898438
	Iteration 15Q: 3 clusters Score -4046281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4046348.500000 Penalty: 5131.898438
	Iteration 16Q: 3 clusters Score -4046348 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4046421.750000 Penalty: 5131.898438
	Iteration 17Q: 3 clusters Score -4046422 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4046462.750000 Penalty: 5131.898438
	Iteration 18Q: 3 clusters Score -4046463 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4046505.500000 Penalty: 5131.898438
	Iteration 19Q: 3 clusters Score -4046506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4046536.750000 Penalty: 5131.898438
	Iteration 20F: 3 clusters Score -4046537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4046564.500000 Penalty: 5131.898438
	Iteration 21Q: 3 clusters Score -4046564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4046577.500000 Penalty: 5131.898438
	Iteration 22Q: 3 clusters Score -4046578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4046600.750000 Penalty: 5131.898438
	Iteration 23Q: 3 clusters Score -4046601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4046615.250000 Penalty: 5131.898438
	Iteration 24Q: 3 clusters Score -4046615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4046631.500000 Penalty: 5131.898438
	Iteration 25Q: 3 clusters Score -4046632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4046643.500000 Penalty: 5131.898438
	Iteration 26Q: 3 clusters Score -4046644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4046645.750000 Penalty: 5131.898438
	Iteration 27Q: 3 clusters Score -4046646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4046651.000000 Penalty: 5131.898438
	Iteration 28Q: 3 clusters Score -4046651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4046652.750000 Penalty: 5131.898438
	Iteration 29Q: 3 clusters Score -4046653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4046652.500000 Penalty: 5131.898438
	Iteration 30Q: 3 clusters Score -4046652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4046659.500000 Penalty: 5131.898438
	Iteration 31Q: 3 clusters Score -4046660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4046660.250000 Penalty: 5131.898438
	Iteration 32Q: 3 clusters Score -4046660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4046665.250000 Penalty: 5131.898438
	Iteration 33Q: 3 clusters Score -4046665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4046659.000000 Penalty: 5131.898438
	Iteration 34Q: 3 clusters Score -4046659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4046661.500000 Penalty: 5131.898438
	Iteration 35Q: 3 clusters Score -4046662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4046664.500000 Penalty: 5131.898438
	Iteration 36Q: 3 clusters Score -4046664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4046663.750000 Penalty: 5131.898438
	Iteration 37Q: 3 clusters Score -4046664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4046661.500000 Penalty: 5131.898438
	Iteration 38Q: 3 clusters Score -4046662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4046658.750000 Penalty: 5131.898438
	Iteration 39Q: 3 clusters Score -4046659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4046667.500000 Penalty: 5131.898438
	Iteration 40F: 3 clusters Score -4046668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4046670.250000 Penalty: 5131.898438
	Iteration 41Q: 3 clusters Score -4046670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4046674.000000 Penalty: 5131.898438
	Iteration 42Q: 3 clusters Score -4046674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4046678.500000 Penalty: 5131.898438
	Iteration 43Q: 3 clusters Score -4046678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4046676.750000 Penalty: 5131.898438
	Iteration 44Q: 3 clusters Score -4046677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4046680.750000 Penalty: 5131.898438
	Iteration 45Q: 3 clusters Score -4046681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4046675.000000 Penalty: 5131.898438
	Iteration 46Q: 3 clusters Score -4046675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4046671.500000 Penalty: 5131.898438
	Iteration 47Q: 3 clusters Score -4046672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4046675.500000 Penalty: 5131.898438
	Iteration 48Q: 3 clusters Score -4046676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4046673.000000 Penalty: 5131.898438
	Iteration 49Q: 3 clusters Score -4046673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4046673.500000 Penalty: 5131.898438
	Iteration 50Q: 3 clusters Score -4046674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4046674.750000 Penalty: 5131.898438
	Iteration 51Q: 3 clusters Score -4046675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4046681.500000 Penalty: 5131.898438
	Iteration 52Q: 3 clusters Score -4046682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4046681.500000 Penalty: 5131.898438
	Iteration 53Q: 3 clusters Score -4046682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4046679.250000 Penalty: 5131.898438
	Iteration 54Q: 3 clusters Score -4046679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4046680.000000 Penalty: 5131.898438
	Iteration 55Q: 3 clusters Score -4046680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4046681.250000 Penalty: 5131.898438
	Iteration 56Q: 3 clusters Score -4046681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4046683.500000 Penalty: 5131.898438
	Iteration 57Q: 3 clusters Score -4046684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4046684.000000 Penalty: 5131.898438
	Iteration 58Q: 3 clusters Score -4046684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4046675.500000 Penalty: 5131.898438
	Iteration 59Q: 3 clusters Score -4046676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4046675.500000 Penalty: 5131.898438
	Iteration 60F: 3 clusters Score -4046676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 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 309 members 
Entering Unmasked Estep 
Score: -72229.984375 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72229.98 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72590.875000 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72590.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72799.148438 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -72799.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72989.914062 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -72989.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73295.328125 Penalty: 3209.516602
	Iteration 4F: 3 clusters Score -73295.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73500.031250 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73500.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73548.609375 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73548.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73634.718750 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73634.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73828.281250 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -73828.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73868.250000 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -73868.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73873.132812 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -73873.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73879.695312 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -73879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73886.054688 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -73886.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73893.148438 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -73893.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73896.929688 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -73896.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73897.812500 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -73897.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73898.914062 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -73898.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73906.593750 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -73906.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73916.531250 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -73916.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73938.164062 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -73938.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73953.750000 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -73953.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73978.007812 Penalty: 3209.516602
	Iteration 21Q: 3 clusters Score -73978.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73985.828125 Penalty: 3209.516602
	Iteration 22Q: 3 clusters Score -73985.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73990.281250 Penalty: 3209.516602
	Iteration 23Q: 3 clusters Score -73990.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73994.460938 Penalty: 3209.516602
	Iteration 24Q: 3 clusters Score -73994.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73997.031250 Penalty: 3209.516602
	Iteration 25Q: 3 clusters Score -73997.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73997.031250 Penalty: 3209.516602
	Iteration 26F: 3 clusters Score -73997.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171883 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147677 members 
Mstep: Class 7 contains 130932 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172470 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 18111 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70571 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 405 members 
Entering Unmasked Estep 
Score: -126426688.000000 Penalty: 92212.148438
Splitting cluster 22 changes total score from -126428336.000000 to -126426688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 102 members 
Entering Unmasked Estep 
Score: -19572.248047 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19572.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19715.923828 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19715.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19814.169922 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -19814.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19879.275391 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19879.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19932.865234 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19932.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19948.947266 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19948.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19954.386719 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -19954.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19954.386719 Penalty: 2630.439209
	Iteration 7F: 3 clusters Score -19954.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -78901.148438 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -78901.15 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 369 members 
Entering Unmasked Estep 
Score: -77253.273438 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -77253.27 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77768.187500 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -77768.19 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78045.453125 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -78045.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -78252.953125 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -78252.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -78391.031250 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -78391.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78431.375000 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -78431.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -78458.906250 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -78458.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78478.023438 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -78478.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78485.343750 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -78485.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78491.828125 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -78491.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -78504.242188 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -78504.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -78507.640625 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -78507.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78508.585938 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -78508.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78516.234375 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -78516.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78516.234375 Penalty: 3299.820068
	Iteration 14F: 3 clusters Score -78516.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -219969.703125 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -219969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -217492.078125 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -217492.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217967.687500 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -217967.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -218115.812500 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -218115.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218224.546875 Penalty: 3702.965088
	Iteration 3F: 3 clusters Score -218224.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218331.218750 Penalty: 3702.965088
	Iteration 4F: 3 clusters Score -218331.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -218411.515625 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -218411.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218460.171875 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -218460.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218506.453125 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -218506.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218559.406250 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -218559.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218591.562500 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -218591.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -218621.125000 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -218621.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -218643.109375 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -218643.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218670.890625 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -218670.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -218715.703125 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -218715.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -218782.546875 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -218782.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218858.109375 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -218858.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -218905.656250 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -218905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -218929.265625 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -218929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218945.703125 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -218945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -218954.687500 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -218954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -218961.390625 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -218961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218974.812500 Penalty: 3702.965088
	Iteration 21Q: 3 clusters Score -218974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218982.218750 Penalty: 3702.965088
	Iteration 22Q: 3 clusters Score -218982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -218987.671875 Penalty: 3702.965088
	Iteration 23Q: 3 clusters Score -218987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218992.109375 Penalty: 3702.965088
	Iteration 24Q: 3 clusters Score -218992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -218992.703125 Penalty: 3702.965088
	Iteration 25Q: 3 clusters Score -218992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218993.265625 Penalty: 3702.965088
	Iteration 26Q: 3 clusters Score -218993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218993.265625 Penalty: 3702.965088
	Iteration 27F: 3 clusters Score -218993.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 107 members 
Entering Unmasked Estep 
Score: -19177.613281 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19177.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19233.078125 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19233.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19250.845703 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19250.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19250.845703 Penalty: 2597.275391
	Iteration 3F: 3 clusters Score -19250.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171883 members 
Mstep: Class 5 contains 24471 members 
Mstep: Class 6 contains 147677 members 
Mstep: Class 7 contains 130932 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172470 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 18111 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70571 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 359Q: 27 clusters Score -1.264283e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171877 members 
Mstep: Class 5 contains 24472 members 
Mstep: Class 6 contains 147701 members 
Mstep: Class 7 contains 130915 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172453 members 
Mstep: Class 10 contains 45177 members 
Mstep: Class 11 contains 18112 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49116 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70574 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 360F: 27 clusters Score -1.264283e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171873 members 
Mstep: Class 5 contains 24472 members 
Mstep: Class 6 contains 147719 members 
Mstep: Class 7 contains 130908 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172434 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 18110 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70572 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31149 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428384.000000 Penalty: 88796.882812
Iteration 361Q: 27 clusters Score -1.264284e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171867 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 147728 members 
Mstep: Class 7 contains 130897 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172415 members 
Mstep: Class 10 contains 45203 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70576 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31149 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 362Q: 27 clusters Score -1.264283e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171868 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 147738 members 
Mstep: Class 7 contains 130884 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172393 members 
Mstep: Class 10 contains 45218 members 
Mstep: Class 11 contains 18111 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49114 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70580 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31149 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 363Q: 27 clusters Score -1.264283e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171869 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 147746 members 
Mstep: Class 7 contains 130873 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172369 members 
Mstep: Class 10 contains 45239 members 
Mstep: Class 11 contains 18110 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70585 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 364Q: 27 clusters Score -1.264283e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171872 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 147749 members 
Mstep: Class 7 contains 130858 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172362 members 
Mstep: Class 10 contains 45255 members 
Mstep: Class 11 contains 18110 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49109 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31151 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 365Q: 27 clusters Score -1.264284e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171870 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 147754 members 
Mstep: Class 7 contains 130842 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172362 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49107 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70593 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428304.000000 Penalty: 88796.882812
Iteration 366Q: 27 clusters Score -1.264283e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171875 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 147747 members 
Mstep: Class 7 contains 130828 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172364 members 
Mstep: Class 10 contains 45279 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49109 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70593 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31149 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 367Q: 27 clusters Score -1.264283e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171880 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 147743 members 
Mstep: Class 7 contains 130820 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172367 members 
Mstep: Class 10 contains 45284 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49108 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31148 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428200.000000 Penalty: 88796.882812
Iteration 368Q: 27 clusters Score -1.264282e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171882 members 
Mstep: Class 5 contains 24475 members 
Mstep: Class 6 contains 147742 members 
Mstep: Class 7 contains 130809 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172369 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49107 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70593 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31148 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428272.000000 Penalty: 88796.882812
Iteration 369Q: 27 clusters Score -1.264283e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171886 members 
Mstep: Class 5 contains 24475 members 
Mstep: Class 6 contains 147747 members 
Mstep: Class 7 contains 130807 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172358 members 
Mstep: Class 10 contains 45303 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49103 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 370Q: 27 clusters Score -1.264284e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171881 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 147745 members 
Mstep: Class 7 contains 130809 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172352 members 
Mstep: Class 10 contains 45317 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49100 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 371Q: 27 clusters Score -1.264283e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171872 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 147741 members 
Mstep: Class 7 contains 130805 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172352 members 
Mstep: Class 10 contains 45335 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49099 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31146 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428400.000000 Penalty: 88796.882812
Iteration 372Q: 27 clusters Score -1.264284e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171866 members 
Mstep: Class 5 contains 24481 members 
Mstep: Class 6 contains 147741 members 
Mstep: Class 7 contains 130795 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172351 members 
Mstep: Class 10 contains 45349 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49097 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 373Q: 27 clusters Score -1.264284e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171867 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 6 contains 147740 members 
Mstep: Class 7 contains 130786 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172352 members 
Mstep: Class 10 contains 45362 members 
Mstep: Class 11 contains 18108 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 374Q: 27 clusters Score -1.264283e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171865 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 6 contains 147733 members 
Mstep: Class 7 contains 130776 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172360 members 
Mstep: Class 10 contains 45374 members 
Mstep: Class 11 contains 18108 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49093 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7147 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70596 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 375Q: 27 clusters Score -1.264284e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171863 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 147726 members 
Mstep: Class 7 contains 130764 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172367 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 18107 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49088 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70598 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 376Q: 27 clusters Score -1.264283e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171857 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 147721 members 
Mstep: Class 7 contains 130760 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172366 members 
Mstep: Class 10 contains 45410 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49086 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 7149 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70598 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 377Q: 27 clusters Score -1.264283e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171856 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 147715 members 
Mstep: Class 7 contains 130748 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172361 members 
Mstep: Class 10 contains 45431 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 7150 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70599 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428232.000000 Penalty: 88796.882812
Iteration 378Q: 27 clusters Score -1.264282e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171851 members 
Mstep: Class 5 contains 24490 members 
Mstep: Class 6 contains 147709 members 
Mstep: Class 7 contains 130736 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172356 members 
Mstep: Class 10 contains 45449 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 7151 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70601 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 379Q: 27 clusters Score -1.264283e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171845 members 
Mstep: Class 5 contains 24491 members 
Mstep: Class 6 contains 147712 members 
Mstep: Class 7 contains 130719 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172357 members 
Mstep: Class 10 contains 45465 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70599 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31146 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 380F: 27 clusters Score -1.264283e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171847 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 147700 members 
Mstep: Class 7 contains 130702 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172354 members 
Mstep: Class 10 contains 45492 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428200.000000 Penalty: 88796.882812
Iteration 381Q: 27 clusters Score -1.264282e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171856 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 147687 members 
Mstep: Class 7 contains 130689 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172355 members 
Mstep: Class 10 contains 45508 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70599 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428192.000000 Penalty: 88796.882812
Iteration 382Q: 27 clusters Score -1.264282e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171857 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 147684 members 
Mstep: Class 7 contains 130679 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172350 members 
Mstep: Class 10 contains 45526 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 383Q: 27 clusters Score -1.264283e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171864 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 147682 members 
Mstep: Class 7 contains 130665 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172346 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 7157 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70598 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31146 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428216.000000 Penalty: 88796.882812
Iteration 384Q: 27 clusters Score -1.264282e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171865 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 147686 members 
Mstep: Class 7 contains 130652 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172341 members 
Mstep: Class 10 contains 45553 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70599 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31146 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428248.000000 Penalty: 88796.882812
Iteration 385Q: 27 clusters Score -1.264282e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171869 members 
Mstep: Class 5 contains 24489 members 
Mstep: Class 6 contains 147690 members 
Mstep: Class 7 contains 130638 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172339 members 
Mstep: Class 10 contains 45557 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 386Q: 27 clusters Score -1.264283e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171867 members 
Mstep: Class 5 contains 24490 members 
Mstep: Class 6 contains 147699 members 
Mstep: Class 7 contains 130634 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172329 members 
Mstep: Class 10 contains 45561 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49083 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70599 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428248.000000 Penalty: 88796.882812
Iteration 387Q: 27 clusters Score -1.264282e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171873 members 
Mstep: Class 5 contains 24491 members 
Mstep: Class 6 contains 147704 members 
Mstep: Class 7 contains 130624 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172323 members 
Mstep: Class 10 contains 45559 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49083 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70603 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 388Q: 27 clusters Score -1.264283e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171885 members 
Mstep: Class 5 contains 24493 members 
Mstep: Class 6 contains 147717 members 
Mstep: Class 7 contains 130605 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172314 members 
Mstep: Class 10 contains 45562 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 7157 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70603 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 389Q: 27 clusters Score -1.264283e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171891 members 
Mstep: Class 5 contains 24495 members 
Mstep: Class 6 contains 147720 members 
Mstep: Class 7 contains 130592 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172310 members 
Mstep: Class 10 contains 45565 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49079 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 7157 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70605 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 390Q: 27 clusters Score -1.264284e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171903 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 147720 members 
Mstep: Class 7 contains 130580 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172301 members 
Mstep: Class 10 contains 45564 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49082 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70604 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428352.000000 Penalty: 88796.882812
Iteration 391Q: 27 clusters Score -1.264284e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171909 members 
Mstep: Class 5 contains 24500 members 
Mstep: Class 6 contains 147720 members 
Mstep: Class 7 contains 130573 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172295 members 
Mstep: Class 10 contains 45560 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70606 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 392Q: 27 clusters Score -1.264283e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147728 members 
Mstep: Class 7 contains 130565 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172285 members 
Mstep: Class 10 contains 45560 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70613 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31146 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 393Q: 27 clusters Score -1.264284e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171917 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147734 members 
Mstep: Class 7 contains 130558 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172277 members 
Mstep: Class 10 contains 45556 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70617 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 394Q: 27 clusters Score -1.264284e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171913 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147736 members 
Mstep: Class 7 contains 130553 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172272 members 
Mstep: Class 10 contains 45561 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70618 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428376.000000 Penalty: 88796.882812
Iteration 395Q: 27 clusters Score -1.264284e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171914 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147738 members 
Mstep: Class 7 contains 130551 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172267 members 
Mstep: Class 10 contains 45563 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49084 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70619 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428440.000000 Penalty: 88796.882812
Iteration 396Q: 27 clusters Score -1.264284e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171919 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147738 members 
Mstep: Class 7 contains 130548 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172252 members 
Mstep: Class 10 contains 45568 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49083 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70621 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 397Q: 27 clusters Score -1.264283e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171928 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 147740 members 
Mstep: Class 7 contains 130540 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172247 members 
Mstep: Class 10 contains 45573 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31145 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428432.000000 Penalty: 88796.882812
Iteration 398Q: 27 clusters Score -1.264284e+08 nChanged 58
Entering ConstructFrom: 
Score: -126428432.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Entering Unmasked Estep 
Score: -5493791.000000 Penalty: 2628.998779
	Iteration 0F: 2 clusters Score -5493791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -5466481.000000 Penalty: 5257.997559
	Iteration 0F: 3 clusters Score -5466481 nChanged 18409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5476581.500000 Penalty: 5257.997559
	Iteration 1F: 3 clusters Score -5476582 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5477032.500000 Penalty: 5257.997559
	Iteration 2Q: 3 clusters Score -5477032 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5477433.500000 Penalty: 5257.997559
	Iteration 3Q: 3 clusters Score -5477434 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5477846.500000 Penalty: 5257.997559
	Iteration 4Q: 3 clusters Score -5477846 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5478349.000000 Penalty: 5257.997559
	Iteration 5Q: 3 clusters Score -5478349 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5479039.500000 Penalty: 5257.997559
	Iteration 6Q: 3 clusters Score -5479040 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -5479864.500000 Penalty: 5257.997559
	Iteration 7Q: 3 clusters Score -5479864 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5480983.500000 Penalty: 5257.997559
	Iteration 8Q: 3 clusters Score -5480984 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -5482358.500000 Penalty: 5257.997559
	Iteration 9Q: 3 clusters Score -5482358 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -5483909.000000 Penalty: 5257.997559
	Iteration 10F: 3 clusters Score -5483909 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5485540.500000 Penalty: 5257.997559
	Iteration 11Q: 3 clusters Score -5485540 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -5486853.500000 Penalty: 5257.997559
	Iteration 12Q: 3 clusters Score -5486854 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5487851.000000 Penalty: 5257.997559
	Iteration 13Q: 3 clusters Score -5487851 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -5488668.000000 Penalty: 5257.997559
	Iteration 14Q: 3 clusters Score -5488668 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5489404.000000 Penalty: 5257.997559
	Iteration 15Q: 3 clusters Score -5489404 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5489947.000000 Penalty: 5257.997559
	Iteration 16Q: 3 clusters Score -5489947 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5490261.000000 Penalty: 5257.997559
	Iteration 17Q: 3 clusters Score -5490261 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5490548.500000 Penalty: 5257.997559
	Iteration 18Q: 3 clusters Score -5490548 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5490756.000000 Penalty: 5257.997559
	Iteration 19Q: 3 clusters Score -5490756 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5490923.500000 Penalty: 5257.997559
	Iteration 20F: 3 clusters Score -5490924 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -5491048.500000 Penalty: 5257.997559
	Iteration 21Q: 3 clusters Score -5491048 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5491125.000000 Penalty: 5257.997559
	Iteration 22Q: 3 clusters Score -5491125 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5491238.000000 Penalty: 5257.997559
	Iteration 23Q: 3 clusters Score -5491238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5491309.500000 Penalty: 5257.997559
	Iteration 24Q: 3 clusters Score -5491310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5491340.500000 Penalty: 5257.997559
	Iteration 25Q: 3 clusters Score -5491340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5491372.000000 Penalty: 5257.997559
	Iteration 26Q: 3 clusters Score -5491372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5491379.500000 Penalty: 5257.997559
	Iteration 27Q: 3 clusters Score -5491380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5491410.500000 Penalty: 5257.997559
	Iteration 28Q: 3 clusters Score -5491410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5491449.000000 Penalty: 5257.997559
	Iteration 29Q: 3 clusters Score -5491449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5491455.500000 Penalty: 5257.997559
	Iteration 30Q: 3 clusters Score -5491456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5491473.000000 Penalty: 5257.997559
	Iteration 31Q: 3 clusters Score -5491473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5491489.500000 Penalty: 5257.997559
	Iteration 32Q: 3 clusters Score -5491490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5491500.000000 Penalty: 5257.997559
	Iteration 33Q: 3 clusters Score -5491500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5491499.000000 Penalty: 5257.997559
	Iteration 34Q: 3 clusters Score -5491499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5491502.500000 Penalty: 5257.997559
	Iteration 35Q: 3 clusters Score -5491502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5491517.000000 Penalty: 5257.997559
	Iteration 36Q: 3 clusters Score -5491517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5491519.500000 Penalty: 5257.997559
	Iteration 37Q: 3 clusters Score -5491520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5491520.000000 Penalty: 5257.997559
	Iteration 38Q: 3 clusters Score -5491520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5491523.000000 Penalty: 5257.997559
	Iteration 39Q: 3 clusters Score -5491523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5491530.000000 Penalty: 5257.997559
	Iteration 40F: 3 clusters Score -5491530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5491533.000000 Penalty: 5257.997559
	Iteration 41Q: 3 clusters Score -5491533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5491535.500000 Penalty: 5257.997559
	Iteration 42Q: 3 clusters Score -5491536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5491541.500000 Penalty: 5257.997559
	Iteration 43Q: 3 clusters Score -5491542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5491546.500000 Penalty: 5257.997559
	Iteration 44Q: 3 clusters Score -5491546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -5491550.500000 Penalty: 5257.997559
	Iteration 45Q: 3 clusters Score -5491550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5491556.500000 Penalty: 5257.997559
	Iteration 46Q: 3 clusters Score -5491556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5491560.500000 Penalty: 5257.997559
	Iteration 47Q: 3 clusters Score -5491560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5491560.000000 Penalty: 5257.997559
	Iteration 48Q: 3 clusters Score -5491560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5491558.500000 Penalty: 5257.997559
	Iteration 49Q: 3 clusters Score -5491558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5491558.500000 Penalty: 5257.997559
	Iteration 50F: 3 clusters Score -5491558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Entering Unmasked Estep 
Score: -963338.312500 Penalty: 2209.758301
	Iteration 0F: 2 clusters Score -963338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -957365.750000 Penalty: 4419.516602
	Iteration 0F: 3 clusters Score -957365.8 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -958951.625000 Penalty: 4419.516602
	Iteration 1F: 3 clusters Score -958951.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -959197.187500 Penalty: 4419.516602
	Iteration 2F: 3 clusters Score -959197.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -959361.000000 Penalty: 4419.516602
	Iteration 3Q: 3 clusters Score -959361 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -959476.687500 Penalty: 4419.516602
	Iteration 4Q: 3 clusters Score -959476.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -959577.125000 Penalty: 4419.516602
	Iteration 5Q: 3 clusters Score -959577.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -959659.000000 Penalty: 4419.516602
	Iteration 6Q: 3 clusters Score -959659 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -959727.625000 Penalty: 4419.516602
	Iteration 7Q: 3 clusters Score -959727.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -959790.437500 Penalty: 4419.516602
	Iteration 8Q: 3 clusters Score -959790.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -959837.750000 Penalty: 4419.516602
	Iteration 9Q: 3 clusters Score -959837.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -959880.437500 Penalty: 4419.516602
	Iteration 10Q: 3 clusters Score -959880.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -959922.812500 Penalty: 4419.516602
	Iteration 11Q: 3 clusters Score -959922.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -959965.812500 Penalty: 4419.516602
	Iteration 12Q: 3 clusters Score -959965.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -960015.812500 Penalty: 4419.516602
	Iteration 13Q: 3 clusters Score -960015.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -960056.562500 Penalty: 4419.516602
	Iteration 14Q: 3 clusters Score -960056.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -960093.562500 Penalty: 4419.516602
	Iteration 15Q: 3 clusters Score -960093.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -960133.312500 Penalty: 4419.516602
	Iteration 16Q: 3 clusters Score -960133.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -960167.812500 Penalty: 4419.516602
	Iteration 17Q: 3 clusters Score -960167.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -960213.687500 Penalty: 4419.516602
	Iteration 18Q: 3 clusters Score -960213.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -960252.937500 Penalty: 4419.516602
	Iteration 19Q: 3 clusters Score -960252.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -960290.062500 Penalty: 4419.516602
	Iteration 20F: 3 clusters Score -960290.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -960325.812500 Penalty: 4419.516602
	Iteration 21Q: 3 clusters Score -960325.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -960362.125000 Penalty: 4419.516602
	Iteration 22Q: 3 clusters Score -960362.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -960388.500000 Penalty: 4419.516602
	Iteration 23Q: 3 clusters Score -960388.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -960428.250000 Penalty: 4419.516602
	Iteration 24Q: 3 clusters Score -960428.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -960467.000000 Penalty: 4419.516602
	Iteration 25Q: 3 clusters Score -960467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -960506.625000 Penalty: 4419.516602
	Iteration 26Q: 3 clusters Score -960506.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -960539.500000 Penalty: 4419.516602
	Iteration 27Q: 3 clusters Score -960539.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -960565.625000 Penalty: 4419.516602
	Iteration 28Q: 3 clusters Score -960565.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -960588.687500 Penalty: 4419.516602
	Iteration 29Q: 3 clusters Score -960588.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -960609.625000 Penalty: 4419.516602
	Iteration 30Q: 3 clusters Score -960609.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -960629.187500 Penalty: 4419.516602
	Iteration 31Q: 3 clusters Score -960629.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -960655.312500 Penalty: 4419.516602
	Iteration 32Q: 3 clusters Score -960655.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -960668.000000 Penalty: 4419.516602
	Iteration 33Q: 3 clusters Score -960668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -960682.375000 Penalty: 4419.516602
	Iteration 34Q: 3 clusters Score -960682.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -960696.187500 Penalty: 4419.516602
	Iteration 35Q: 3 clusters Score -960696.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -960705.687500 Penalty: 4419.516602
	Iteration 36Q: 3 clusters Score -960705.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -960715.437500 Penalty: 4419.516602
	Iteration 37Q: 3 clusters Score -960715.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -960723.062500 Penalty: 4419.516602
	Iteration 38Q: 3 clusters Score -960723.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -960730.562500 Penalty: 4419.516602
	Iteration 39Q: 3 clusters Score -960730.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -960734.312500 Penalty: 4419.516602
	Iteration 40F: 3 clusters Score -960734.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -960740.187500 Penalty: 4419.516602
	Iteration 41Q: 3 clusters Score -960740.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -960744.625000 Penalty: 4419.516602
	Iteration 42Q: 3 clusters Score -960744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -960749.000000 Penalty: 4419.516602
	Iteration 43Q: 3 clusters Score -960749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -960753.750000 Penalty: 4419.516602
	Iteration 44Q: 3 clusters Score -960753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -960755.562500 Penalty: 4419.516602
	Iteration 45Q: 3 clusters Score -960755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -960758.250000 Penalty: 4419.516602
	Iteration 46Q: 3 clusters Score -960758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -960762.750000 Penalty: 4419.516602
	Iteration 47Q: 3 clusters Score -960762.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -960766.812500 Penalty: 4419.516602
	Iteration 48Q: 3 clusters Score -960766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -960772.750000 Penalty: 4419.516602
	Iteration 49Q: 3 clusters Score -960772.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -960776.250000 Penalty: 4419.516602
	Iteration 50Q: 3 clusters Score -960776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -960778.875000 Penalty: 4419.516602
	Iteration 51Q: 3 clusters Score -960778.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -960782.500000 Penalty: 4419.516602
	Iteration 52Q: 3 clusters Score -960782.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -960784.062500 Penalty: 4419.516602
	Iteration 53Q: 3 clusters Score -960784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -960787.250000 Penalty: 4419.516602
	Iteration 54Q: 3 clusters Score -960787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -960789.875000 Penalty: 4419.516602
	Iteration 55Q: 3 clusters Score -960789.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -960794.437500 Penalty: 4419.516602
	Iteration 56Q: 3 clusters Score -960794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -960794.687500 Penalty: 4419.516602
	Iteration 57Q: 3 clusters Score -960794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -960795.437500 Penalty: 4419.516602
	Iteration 58Q: 3 clusters Score -960795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -960795.312500 Penalty: 4419.516602
	Iteration 59Q: 3 clusters Score -960795.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -960794.500000 Penalty: 4419.516602
	Iteration 60F: 3 clusters Score -960794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -960796.375000 Penalty: 4419.516602
	Iteration 61Q: 3 clusters Score -960796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -960798.562500 Penalty: 4419.516602
	Iteration 62Q: 3 clusters Score -960798.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -960800.625000 Penalty: 4419.516602
	Iteration 63Q: 3 clusters Score -960800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -960804.437500 Penalty: 4419.516602
	Iteration 64Q: 3 clusters Score -960804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -960806.812500 Penalty: 4419.516602
	Iteration 65Q: 3 clusters Score -960806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -960807.875000 Penalty: 4419.516602
	Iteration 66Q: 3 clusters Score -960807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -960810.375000 Penalty: 4419.516602
	Iteration 67Q: 3 clusters Score -960810.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -960811.937500 Penalty: 4419.516602
	Iteration 68Q: 3 clusters Score -960811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -960811.250000 Penalty: 4419.516602
	Iteration 69Q: 3 clusters Score -960811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -960813.500000 Penalty: 4419.516602
	Iteration 70Q: 3 clusters Score -960813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -960814.437500 Penalty: 4419.516602
	Iteration 71Q: 3 clusters Score -960814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -960816.000000 Penalty: 4419.516602
	Iteration 72Q: 3 clusters Score -960816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -960814.312500 Penalty: 4419.516602
	Iteration 73Q: 3 clusters Score -960814.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -960815.000000 Penalty: 4419.516602
	Iteration 74Q: 3 clusters Score -960815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -960820.187500 Penalty: 4419.516602
	Iteration 75Q: 3 clusters Score -960820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -960822.875000 Penalty: 4419.516602
	Iteration 76Q: 3 clusters Score -960822.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -960825.750000 Penalty: 4419.516602
	Iteration 77Q: 3 clusters Score -960825.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -960826.937500 Penalty: 4419.516602
	Iteration 78Q: 3 clusters Score -960826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -960830.812500 Penalty: 4419.516602
	Iteration 79Q: 3 clusters Score -960830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -960830.375000 Penalty: 4419.516602
	Iteration 80F: 3 clusters Score -960830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -960831.750000 Penalty: 4419.516602
	Iteration 81Q: 3 clusters Score -960831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -960834.312500 Penalty: 4419.516602
	Iteration 82Q: 3 clusters Score -960834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -960834.812500 Penalty: 4419.516602
	Iteration 83Q: 3 clusters Score -960834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -960836.687500 Penalty: 4419.516602
	Iteration 84Q: 3 clusters Score -960836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -960838.625000 Penalty: 4419.516602
	Iteration 85Q: 3 clusters Score -960838.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -960840.562500 Penalty: 4419.516602
	Iteration 86Q: 3 clusters Score -960840.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -960840.187500 Penalty: 4419.516602
	Iteration 87Q: 3 clusters Score -960840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -960844.375000 Penalty: 4419.516602
	Iteration 88Q: 3 clusters Score -960844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -960844.875000 Penalty: 4419.516602
	Iteration 89Q: 3 clusters Score -960844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -960841.937500 Penalty: 4419.516602
	Iteration 90Q: 3 clusters Score -960841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -960848.250000 Penalty: 4419.516602
	Iteration 91Q: 3 clusters Score -960848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -960849.250000 Penalty: 4419.516602
	Iteration 92Q: 3 clusters Score -960849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -960850.312500 Penalty: 4419.516602
	Iteration 93Q: 3 clusters Score -960850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -960851.375000 Penalty: 4419.516602
	Iteration 94Q: 3 clusters Score -960851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -960853.937500 Penalty: 4419.516602
	Iteration 95Q: 3 clusters Score -960853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -960854.000000 Penalty: 4419.516602
	Iteration 96Q: 3 clusters Score -960854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -960855.500000 Penalty: 4419.516602
	Iteration 97Q: 3 clusters Score -960855.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -960858.687500 Penalty: 4419.516602
	Iteration 98Q: 3 clusters Score -960858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -960861.875000 Penalty: 4419.516602
	Iteration 99Q: 3 clusters Score -960861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -960862.562500 Penalty: 4419.516602
	Iteration 100F: 3 clusters Score -960862.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -960867.437500 Penalty: 4419.516602
	Iteration 101Q: 3 clusters Score -960867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -960872.562500 Penalty: 4419.516602
	Iteration 102Q: 3 clusters Score -960872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -960872.187500 Penalty: 4419.516602
	Iteration 103Q: 3 clusters Score -960872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -960875.500000 Penalty: 4419.516602
	Iteration 104Q: 3 clusters Score -960875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -960879.000000 Penalty: 4419.516602
	Iteration 105Q: 3 clusters Score -960879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -960880.687500 Penalty: 4419.516602
	Iteration 106Q: 3 clusters Score -960880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -960879.562500 Penalty: 4419.516602
	Iteration 107Q: 3 clusters Score -960879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -960882.250000 Penalty: 4419.516602
	Iteration 108Q: 3 clusters Score -960882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -960886.625000 Penalty: 4419.516602
	Iteration 109Q: 3 clusters Score -960886.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -960891.000000 Penalty: 4419.516602
	Iteration 110Q: 3 clusters Score -960891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -960895.375000 Penalty: 4419.516602
	Iteration 111Q: 3 clusters Score -960895.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -960900.187500 Penalty: 4419.516602
	Iteration 112Q: 3 clusters Score -960900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -960900.250000 Penalty: 4419.516602
	Iteration 113Q: 3 clusters Score -960900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -960905.875000 Penalty: 4419.516602
	Iteration 114Q: 3 clusters Score -960905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -960911.062500 Penalty: 4419.516602
	Iteration 115Q: 3 clusters Score -960911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -960912.375000 Penalty: 4419.516602
	Iteration 116Q: 3 clusters Score -960912.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -960916.500000 Penalty: 4419.516602
	Iteration 117Q: 3 clusters Score -960916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -960917.875000 Penalty: 4419.516602
	Iteration 118Q: 3 clusters Score -960917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -960919.875000 Penalty: 4419.516602
	Iteration 119Q: 3 clusters Score -960919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -960918.625000 Penalty: 4419.516602
	Iteration 120F: 3 clusters Score -960918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -960920.812500 Penalty: 4419.516602
	Iteration 121Q: 3 clusters Score -960920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -960922.875000 Penalty: 4419.516602
	Iteration 122Q: 3 clusters Score -960922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -960926.250000 Penalty: 4419.516602
	Iteration 123Q: 3 clusters Score -960926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -960926.750000 Penalty: 4419.516602
	Iteration 124Q: 3 clusters Score -960926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -960930.687500 Penalty: 4419.516602
	Iteration 125Q: 3 clusters Score -960930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -960930.562500 Penalty: 4419.516602
	Iteration 126Q: 3 clusters Score -960930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -960934.750000 Penalty: 4419.516602
	Iteration 127Q: 3 clusters Score -960934.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -960938.375000 Penalty: 4419.516602
	Iteration 128Q: 3 clusters Score -960938.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -960942.062500 Penalty: 4419.516602
	Iteration 129Q: 3 clusters Score -960942.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -960945.687500 Penalty: 4419.516602
	Iteration 130Q: 3 clusters Score -960945.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -960949.312500 Penalty: 4419.516602
	Iteration 131Q: 3 clusters Score -960949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -960948.187500 Penalty: 4419.516602
	Iteration 132Q: 3 clusters Score -960948.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -960953.687500 Penalty: 4419.516602
	Iteration 133Q: 3 clusters Score -960953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -960957.250000 Penalty: 4419.516602
	Iteration 134Q: 3 clusters Score -960957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -960958.687500 Penalty: 4419.516602
	Iteration 135Q: 3 clusters Score -960958.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -960962.625000 Penalty: 4419.516602
	Iteration 136Q: 3 clusters Score -960962.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -960963.312500 Penalty: 4419.516602
	Iteration 137Q: 3 clusters Score -960963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -960968.125000 Penalty: 4419.516602
	Iteration 138Q: 3 clusters Score -960968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -960968.250000 Penalty: 4419.516602
	Iteration 139Q: 3 clusters Score -960968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -960971.250000 Penalty: 4419.516602
	Iteration 140F: 3 clusters Score -960971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -960972.312500 Penalty: 4419.516602
	Iteration 141Q: 3 clusters Score -960972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -960974.625000 Penalty: 4419.516602
	Iteration 142Q: 3 clusters Score -960974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -960971.375000 Penalty: 4419.516602
	Iteration 143Q: 3 clusters Score -960971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -960975.375000 Penalty: 4419.516602
	Iteration 144Q: 3 clusters Score -960975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -960975.812500 Penalty: 4419.516602
	Iteration 145Q: 3 clusters Score -960975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -960976.562500 Penalty: 4419.516602
	Iteration 146Q: 3 clusters Score -960976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -960977.312500 Penalty: 4419.516602
	Iteration 147Q: 3 clusters Score -960977.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -960977.375000 Penalty: 4419.516602
	Iteration 148Q: 3 clusters Score -960977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -960979.750000 Penalty: 4419.516602
	Iteration 149Q: 3 clusters Score -960979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -960980.375000 Penalty: 4419.516602
	Iteration 150Q: 3 clusters Score -960980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -960981.687500 Penalty: 4419.516602
	Iteration 151Q: 3 clusters Score -960981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -960985.375000 Penalty: 4419.516602
	Iteration 152Q: 3 clusters Score -960985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -960987.437500 Penalty: 4419.516602
	Iteration 153Q: 3 clusters Score -960987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -960987.250000 Penalty: 4419.516602
	Iteration 154Q: 3 clusters Score -960987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -960990.437500 Penalty: 4419.516602
	Iteration 155Q: 3 clusters Score -960990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -960994.500000 Penalty: 4419.516602
	Iteration 156Q: 3 clusters Score -960994.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -961000.187500 Penalty: 4419.516602
	Iteration 157Q: 3 clusters Score -961000.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -961006.500000 Penalty: 4419.516602
	Iteration 158Q: 3 clusters Score -961006.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -961008.375000 Penalty: 4419.516602
	Iteration 159Q: 3 clusters Score -961008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -961012.812500 Penalty: 4419.516602
	Iteration 160F: 3 clusters Score -961012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -961015.125000 Penalty: 4419.516602
	Iteration 161Q: 3 clusters Score -961015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -961018.562500 Penalty: 4419.516602
	Iteration 162Q: 3 clusters Score -961018.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -961022.625000 Penalty: 4419.516602
	Iteration 163Q: 3 clusters Score -961022.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -961029.375000 Penalty: 4419.516602
	Iteration 164Q: 3 clusters Score -961029.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -961032.875000 Penalty: 4419.516602
	Iteration 165Q: 3 clusters Score -961032.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -961040.187500 Penalty: 4419.516602
	Iteration 166Q: 3 clusters Score -961040.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -961040.562500 Penalty: 4419.516602
	Iteration 167Q: 3 clusters Score -961040.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -961047.750000 Penalty: 4419.516602
	Iteration 168Q: 3 clusters Score -961047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -961055.562500 Penalty: 4419.516602
	Iteration 169Q: 3 clusters Score -961055.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -961065.000000 Penalty: 4419.516602
	Iteration 170Q: 3 clusters Score -961065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -961078.687500 Penalty: 4419.516602
	Iteration 171Q: 3 clusters Score -961078.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -961092.375000 Penalty: 4419.516602
	Iteration 172Q: 3 clusters Score -961092.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -961103.062500 Penalty: 4419.516602
	Iteration 173Q: 3 clusters Score -961103.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -961118.562500 Penalty: 4419.516602
	Iteration 174Q: 3 clusters Score -961118.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -961130.875000 Penalty: 4419.516602
	Iteration 175Q: 3 clusters Score -961130.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -961144.000000 Penalty: 4419.516602
	Iteration 176Q: 3 clusters Score -961144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -961153.375000 Penalty: 4419.516602
	Iteration 177Q: 3 clusters Score -961153.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -961163.062500 Penalty: 4419.516602
	Iteration 178Q: 3 clusters Score -961163.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -961170.812500 Penalty: 4419.516602
	Iteration 179Q: 3 clusters Score -961170.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -961176.875000 Penalty: 4419.516602
	Iteration 180F: 3 clusters Score -961176.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -961182.375000 Penalty: 4419.516602
	Iteration 181Q: 3 clusters Score -961182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -961189.125000 Penalty: 4419.516602
	Iteration 182Q: 3 clusters Score -961189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -961198.125000 Penalty: 4419.516602
	Iteration 183Q: 3 clusters Score -961198.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -961201.437500 Penalty: 4419.516602
	Iteration 184Q: 3 clusters Score -961201.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -961210.125000 Penalty: 4419.516602
	Iteration 185Q: 3 clusters Score -961210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -961218.187500 Penalty: 4419.516602
	Iteration 186Q: 3 clusters Score -961218.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -961223.187500 Penalty: 4419.516602
	Iteration 187Q: 3 clusters Score -961223.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -961232.375000 Penalty: 4419.516602
	Iteration 188Q: 3 clusters Score -961232.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -961241.937500 Penalty: 4419.516602
	Iteration 189Q: 3 clusters Score -961241.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -961247.437500 Penalty: 4419.516602
	Iteration 190Q: 3 clusters Score -961247.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -961260.625000 Penalty: 4419.516602
	Iteration 191Q: 3 clusters Score -961260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -961270.812500 Penalty: 4419.516602
	Iteration 192Q: 3 clusters Score -961270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -961276.625000 Penalty: 4419.516602
	Iteration 193Q: 3 clusters Score -961276.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -961284.125000 Penalty: 4419.516602
	Iteration 194Q: 3 clusters Score -961284.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -961290.937500 Penalty: 4419.516602
	Iteration 195Q: 3 clusters Score -961290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -961296.562500 Penalty: 4419.516602
	Iteration 196Q: 3 clusters Score -961296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -961301.875000 Penalty: 4419.516602
	Iteration 197Q: 3 clusters Score -961301.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -961304.812500 Penalty: 4419.516602
	Iteration 198Q: 3 clusters Score -961304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -961312.000000 Penalty: 4419.516602
	Iteration 199Q: 3 clusters Score -961312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -961317.000000 Penalty: 4419.516602
	Iteration 200F: 3 clusters Score -961317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -961319.062500 Penalty: 4419.516602
	Iteration 201Q: 3 clusters Score -961319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -961320.312500 Penalty: 4419.516602
	Iteration 202Q: 3 clusters Score -961320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -961320.187500 Penalty: 4419.516602
	Iteration 203Q: 3 clusters Score -961320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -961321.875000 Penalty: 4419.516602
	Iteration 204Q: 3 clusters Score -961321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -961324.125000 Penalty: 4419.516602
	Iteration 205Q: 3 clusters Score -961324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -961324.375000 Penalty: 4419.516602
	Iteration 206Q: 3 clusters Score -961324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -961325.687500 Penalty: 4419.516602
	Iteration 207Q: 3 clusters Score -961325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -961325.687500 Penalty: 4419.516602
	Iteration 208F: 3 clusters Score -961325.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -1133588.875000 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -1133589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1126563.500000 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -1126564 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1128507.500000 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -1128508 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1128791.125000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -1128791 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1128983.625000 Penalty: 4511.530273
	Iteration 3Q: 3 clusters Score -1128984 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1129131.875000 Penalty: 4511.530273
	Iteration 4Q: 3 clusters Score -1129132 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1129278.625000 Penalty: 4511.530273
	Iteration 5Q: 3 clusters Score -1129279 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1129421.250000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -1129421 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1129572.250000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -1129572 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1129757.875000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -1129758 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1130001.625000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -1130002 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1130276.125000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -1130276 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1130550.750000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -1130551 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1130821.375000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -1130821 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1131083.000000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -1131083 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1131286.875000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -1131287 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1131431.125000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -1131431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1131530.250000 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -1131530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1131614.750000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -1131615 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1131683.750000 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -1131684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1131728.375000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -1131728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1131751.875000 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -1131752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1131770.250000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -1131770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1131787.125000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -1131787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1131797.000000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -1131797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1131811.375000 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -1131811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1131819.125000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -1131819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1131822.250000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -1131822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1131827.375000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -1131827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1131830.125000 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -1131830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1131835.875000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -1131836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1131837.000000 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -1131837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1131837.250000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -1131837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1131839.500000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -1131840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1131841.250000 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -1131841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1131841.625000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -1131842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1131841.250000 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -1131841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1131842.000000 Penalty: 4511.530273
	Iteration 36Q: 3 clusters Score -1131842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1131842.000000 Penalty: 4511.530273
	Iteration 37F: 3 clusters Score -1131842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171935 members 
Entering Unmasked Estep 
Score: -23315822.000000 Penalty: 2989.608154
	Iteration 0F: 2 clusters Score -2.331582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -23204280.000000 Penalty: 5979.216309
	Iteration 0F: 3 clusters Score -2.320428e+07 nChanged 82539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -23252532.000000 Penalty: 5979.216309
	Iteration 1F: 3 clusters Score -2.325253e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -23253342.000000 Penalty: 5979.216309
	Iteration 2Q: 3 clusters Score -2.325334e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -23254160.000000 Penalty: 5979.216309
	Iteration 3Q: 3 clusters Score -2.325416e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -23254878.000000 Penalty: 5979.216309
	Iteration 4Q: 3 clusters Score -2.325488e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -23255754.000000 Penalty: 5979.216309
	Iteration 5Q: 3 clusters Score -2.325575e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -23256610.000000 Penalty: 5979.216309
	Iteration 6Q: 3 clusters Score -2.325661e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -23257774.000000 Penalty: 5979.216309
	Iteration 7Q: 3 clusters Score -2.325777e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -23259512.000000 Penalty: 5979.216309
	Iteration 8Q: 3 clusters Score -2.325951e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -23261676.000000 Penalty: 5979.216309
	Iteration 9Q: 3 clusters Score -2.326168e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -23264882.000000 Penalty: 5979.216309
	Iteration 10Q: 3 clusters Score -2.326488e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 110168 members 
Entering Unmasked Estep 
Score: -23269630.000000 Penalty: 5979.216309
	Iteration 11Q: 3 clusters Score -2.326963e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -23275758.000000 Penalty: 5979.216309
	Iteration 12F: 3 clusters Score -2.327576e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -23282780.000000 Penalty: 5979.216309
	Iteration 13F: 3 clusters Score -2.328278e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 132649 members 
Entering Unmasked Estep 
Score: -23289296.000000 Penalty: 5979.216309
	Iteration 14F: 3 clusters Score -2.32893e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 137932 members 
Entering Unmasked Estep 
Score: -23293992.000000 Penalty: 5979.216309
	Iteration 15Q: 3 clusters Score -2.329399e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -23296950.000000 Penalty: 5979.216309
	Iteration 16Q: 3 clusters Score -2.329695e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 145348 members 
Entering Unmasked Estep 
Score: -23298948.000000 Penalty: 5979.216309
	Iteration 17Q: 3 clusters Score -2.329895e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -23300606.000000 Penalty: 5979.216309
	Iteration 18Q: 3 clusters Score -2.330061e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -23302228.000000 Penalty: 5979.216309
	Iteration 19Q: 3 clusters Score -2.330223e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -23303602.000000 Penalty: 5979.216309
	Iteration 20F: 3 clusters Score -2.33036e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -23304864.000000 Penalty: 5979.216309
	Iteration 21Q: 3 clusters Score -2.330486e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -23306180.000000 Penalty: 5979.216309
	Iteration 22Q: 3 clusters Score -2.330618e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -23307358.000000 Penalty: 5979.216309
	Iteration 23Q: 3 clusters Score -2.330736e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -23308294.000000 Penalty: 5979.216309
	Iteration 24Q: 3 clusters Score -2.330829e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -23309340.000000 Penalty: 5979.216309
	Iteration 25Q: 3 clusters Score -2.330934e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -23310344.000000 Penalty: 5979.216309
	Iteration 26Q: 3 clusters Score -2.331034e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -23311194.000000 Penalty: 5979.216309
	Iteration 27Q: 3 clusters Score -2.331119e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 168652 members 
Entering Unmasked Estep 
Score: -23311782.000000 Penalty: 5979.216309
	Iteration 28Q: 3 clusters Score -2.331178e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -23312202.000000 Penalty: 5979.216309
	Iteration 29Q: 3 clusters Score -2.33122e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 169796 members 
Entering Unmasked Estep 
Score: -23312456.000000 Penalty: 5979.216309
	Iteration 30Q: 3 clusters Score -2.331246e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -23312642.000000 Penalty: 5979.216309
	Iteration 31Q: 3 clusters Score -2.331264e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -23312810.000000 Penalty: 5979.216309
	Iteration 32Q: 3 clusters Score -2.331281e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -23312952.000000 Penalty: 5979.216309
	Iteration 33Q: 3 clusters Score -2.331295e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 170679 members 
Entering Unmasked Estep 
Score: -23312992.000000 Penalty: 5979.216309
	Iteration 34Q: 3 clusters Score -2.331299e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 170779 members 
Entering Unmasked Estep 
Score: -23313058.000000 Penalty: 5979.216309
	Iteration 35Q: 3 clusters Score -2.331306e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 170859 members 
Entering Unmasked Estep 
Score: -23313114.000000 Penalty: 5979.216309
	Iteration 36Q: 3 clusters Score -2.331311e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -23313178.000000 Penalty: 5979.216309
	Iteration 37Q: 3 clusters Score -2.331318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -23313206.000000 Penalty: 5979.216309
	Iteration 38Q: 3 clusters Score -2.331321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -23313220.000000 Penalty: 5979.216309
	Iteration 39Q: 3 clusters Score -2.331322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -23313228.000000 Penalty: 5979.216309
	Iteration 40F: 3 clusters Score -2.331323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -23313240.000000 Penalty: 5979.216309
	Iteration 41Q: 3 clusters Score -2.331324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 171087 members 
Entering Unmasked Estep 
Score: -23313256.000000 Penalty: 5979.216309
	Iteration 42Q: 3 clusters Score -2.331326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 171109 members 
Entering Unmasked Estep 
Score: -23313272.000000 Penalty: 5979.216309
	Iteration 43Q: 3 clusters Score -2.331327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -23313288.000000 Penalty: 5979.216309
	Iteration 44Q: 3 clusters Score -2.331329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 171146 members 
Entering Unmasked Estep 
Score: -23313296.000000 Penalty: 5979.216309
	Iteration 45Q: 3 clusters Score -2.33133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -23313320.000000 Penalty: 5979.216309
	Iteration 46Q: 3 clusters Score -2.331332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -23313316.000000 Penalty: 5979.216309
	Iteration 47Q: 3 clusters Score -2.331332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 171193 members 
Entering Unmasked Estep 
Score: -23313338.000000 Penalty: 5979.216309
	Iteration 48Q: 3 clusters Score -2.331334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -23313328.000000 Penalty: 5979.216309
	Iteration 49Q: 3 clusters Score -2.331333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -23313352.000000 Penalty: 5979.216309
	Iteration 50Q: 3 clusters Score -2.331335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 171209 members 
Entering Unmasked Estep 
Score: -23313362.000000 Penalty: 5979.216309
	Iteration 51Q: 3 clusters Score -2.331336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -23313346.000000 Penalty: 5979.216309
	Iteration 52Q: 3 clusters Score -2.331335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -23313344.000000 Penalty: 5979.216309
	Iteration 53Q: 3 clusters Score -2.331334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -23313346.000000 Penalty: 5979.216309
	Iteration 54Q: 3 clusters Score -2.331335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -23313350.000000 Penalty: 5979.216309
	Iteration 55Q: 3 clusters Score -2.331335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -23313350.000000 Penalty: 5979.216309
	Iteration 56F: 3 clusters Score -2.331335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Entering Unmasked Estep 
Score: -3360858.000000 Penalty: 2506.364014
	Iteration 0F: 2 clusters Score -3360858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3343973.500000 Penalty: 5012.728027
	Iteration 0F: 3 clusters Score -3343974 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3349743.250000 Penalty: 5012.728027
	Iteration 1F: 3 clusters Score -3349743 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3350189.000000 Penalty: 5012.728027
	Iteration 2Q: 3 clusters Score -3350189 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3350612.500000 Penalty: 5012.728027
	Iteration 3Q: 3 clusters Score -3350612 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3350997.250000 Penalty: 5012.728027
	Iteration 4Q: 3 clusters Score -3350997 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3351428.250000 Penalty: 5012.728027
	Iteration 5Q: 3 clusters Score -3351428 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3351973.500000 Penalty: 5012.728027
	Iteration 6Q: 3 clusters Score -3351974 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3352612.250000 Penalty: 5012.728027
	Iteration 7Q: 3 clusters Score -3352612 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3353366.500000 Penalty: 5012.728027
	Iteration 8Q: 3 clusters Score -3353366 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3354236.000000 Penalty: 5012.728027
	Iteration 9Q: 3 clusters Score -3354236 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3355098.000000 Penalty: 5012.728027
	Iteration 10Q: 3 clusters Score -3355098 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3355877.000000 Penalty: 5012.728027
	Iteration 11Q: 3 clusters Score -3355877 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3356513.500000 Penalty: 5012.728027
	Iteration 12Q: 3 clusters Score -3356514 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3357024.000000 Penalty: 5012.728027
	Iteration 13Q: 3 clusters Score -3357024 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3357407.000000 Penalty: 5012.728027
	Iteration 14Q: 3 clusters Score -3357407 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3357711.000000 Penalty: 5012.728027
	Iteration 15Q: 3 clusters Score -3357711 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3357969.500000 Penalty: 5012.728027
	Iteration 16Q: 3 clusters Score -3357970 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3358181.500000 Penalty: 5012.728027
	Iteration 17Q: 3 clusters Score -3358182 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3358332.750000 Penalty: 5012.728027
	Iteration 18Q: 3 clusters Score -3358333 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3358447.250000 Penalty: 5012.728027
	Iteration 19Q: 3 clusters Score -3358447 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3358501.750000 Penalty: 5012.728027
	Iteration 20F: 3 clusters Score -3358502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3358543.750000 Penalty: 5012.728027
	Iteration 21Q: 3 clusters Score -3358544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3358569.250000 Penalty: 5012.728027
	Iteration 22Q: 3 clusters Score -3358569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3358596.250000 Penalty: 5012.728027
	Iteration 23Q: 3 clusters Score -3358596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3358626.500000 Penalty: 5012.728027
	Iteration 24Q: 3 clusters Score -3358626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3358651.750000 Penalty: 5012.728027
	Iteration 25Q: 3 clusters Score -3358652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3358670.250000 Penalty: 5012.728027
	Iteration 26Q: 3 clusters Score -3358670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3358692.750000 Penalty: 5012.728027
	Iteration 27Q: 3 clusters Score -3358693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3358714.000000 Penalty: 5012.728027
	Iteration 28Q: 3 clusters Score -3358714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3358726.000000 Penalty: 5012.728027
	Iteration 29Q: 3 clusters Score -3358726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3358725.750000 Penalty: 5012.728027
	Iteration 30Q: 3 clusters Score -3358726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3358734.500000 Penalty: 5012.728027
	Iteration 31Q: 3 clusters Score -3358734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3358744.000000 Penalty: 5012.728027
	Iteration 32Q: 3 clusters Score -3358744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3358752.000000 Penalty: 5012.728027
	Iteration 33Q: 3 clusters Score -3358752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3358761.750000 Penalty: 5012.728027
	Iteration 34Q: 3 clusters Score -3358762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3358766.500000 Penalty: 5012.728027
	Iteration 35Q: 3 clusters Score -3358766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3358772.750000 Penalty: 5012.728027
	Iteration 36Q: 3 clusters Score -3358773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3358778.250000 Penalty: 5012.728027
	Iteration 37Q: 3 clusters Score -3358778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3358777.250000 Penalty: 5012.728027
	Iteration 38Q: 3 clusters Score -3358777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3358786.750000 Penalty: 5012.728027
	Iteration 39Q: 3 clusters Score -3358787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3358793.250000 Penalty: 5012.728027
	Iteration 40F: 3 clusters Score -3358793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3358792.250000 Penalty: 5012.728027
	Iteration 41Q: 3 clusters Score -3358792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3358793.000000 Penalty: 5012.728027
	Iteration 42Q: 3 clusters Score -3358793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3358796.000000 Penalty: 5012.728027
	Iteration 43Q: 3 clusters Score -3358796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3358800.000000 Penalty: 5012.728027
	Iteration 44Q: 3 clusters Score -3358800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3358801.500000 Penalty: 5012.728027
	Iteration 45Q: 3 clusters Score -3358802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3358801.250000 Penalty: 5012.728027
	Iteration 46Q: 3 clusters Score -3358801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3358802.000000 Penalty: 5012.728027
	Iteration 47Q: 3 clusters Score -3358802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3358803.750000 Penalty: 5012.728027
	Iteration 48Q: 3 clusters Score -3358804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3358809.750000 Penalty: 5012.728027
	Iteration 49Q: 3 clusters Score -3358810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3358815.750000 Penalty: 5012.728027
	Iteration 50Q: 3 clusters Score -3358816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3358819.250000 Penalty: 5012.728027
	Iteration 51Q: 3 clusters Score -3358819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3358825.500000 Penalty: 5012.728027
	Iteration 52Q: 3 clusters Score -3358826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3358825.750000 Penalty: 5012.728027
	Iteration 53Q: 3 clusters Score -3358826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3358830.250000 Penalty: 5012.728027
	Iteration 54Q: 3 clusters Score -3358830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3358832.750000 Penalty: 5012.728027
	Iteration 55Q: 3 clusters Score -3358833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3358832.750000 Penalty: 5012.728027
	Iteration 56Q: 3 clusters Score -3358833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3358834.500000 Penalty: 5012.728027
	Iteration 57Q: 3 clusters Score -3358834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3358836.500000 Penalty: 5012.728027
	Iteration 58Q: 3 clusters Score -3358836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3358836.500000 Penalty: 5012.728027
	Iteration 59F: 3 clusters Score -3358836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (147739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Entering Unmasked Estep 
Score: -19962952.000000 Penalty: 2951.994141
	Iteration 0F: 2 clusters Score -1.996295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -19866218.000000 Penalty: 5903.988281
	Iteration 0F: 3 clusters Score -1.986622e+07 nChanged 70495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -19906948.000000 Penalty: 5903.988281
	Iteration 1F: 3 clusters Score -1.990695e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -19907822.000000 Penalty: 5903.988281
	Iteration 2Q: 3 clusters Score -1.990782e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 70517 members 
Entering Unmasked Estep 
Score: -19908608.000000 Penalty: 5903.988281
	Iteration 3Q: 3 clusters Score -1.990861e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -19909652.000000 Penalty: 5903.988281
	Iteration 4Q: 3 clusters Score -1.990965e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -19911406.000000 Penalty: 5903.988281
	Iteration 5Q: 3 clusters Score -1.991141e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -19914234.000000 Penalty: 5903.988281
	Iteration 6Q: 3 clusters Score -1.991423e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -19919128.000000 Penalty: 5903.988281
	Iteration 7F: 3 clusters Score -1.991913e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -19926956.000000 Penalty: 5903.988281
	Iteration 8F: 3 clusters Score -1.992696e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -19936986.000000 Penalty: 5903.988281
	Iteration 9F: 3 clusters Score -1.993699e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -19945998.000000 Penalty: 5903.988281
	Iteration 10F: 3 clusters Score -1.9946e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131289 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -19952298.000000 Penalty: 5903.988281
	Iteration 11F: 3 clusters Score -1.99523e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -19955960.000000 Penalty: 5903.988281
	Iteration 12Q: 3 clusters Score -1.995596e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -19958080.000000 Penalty: 5903.988281
	Iteration 13Q: 3 clusters Score -1.995808e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140399 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -19959306.000000 Penalty: 5903.988281
	Iteration 14Q: 3 clusters Score -1.995931e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -19960000.000000 Penalty: 5903.988281
	Iteration 15Q: 3 clusters Score -1.996e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -19960604.000000 Penalty: 5903.988281
	Iteration 16Q: 3 clusters Score -1.99606e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -19960804.000000 Penalty: 5903.988281
	Iteration 17Q: 3 clusters Score -1.99608e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19961038.000000 Penalty: 5903.988281
	Iteration 18Q: 3 clusters Score -1.996104e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143949 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -19961108.000000 Penalty: 5903.988281
	Iteration 19Q: 3 clusters Score -1.996111e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -19961184.000000 Penalty: 5903.988281
	Iteration 20F: 3 clusters Score -1.996118e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144471 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -19961254.000000 Penalty: 5903.988281
	Iteration 21Q: 3 clusters Score -1.996125e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -19961282.000000 Penalty: 5903.988281
	Iteration 22Q: 3 clusters Score -1.996128e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5903.988281
	Iteration 23Q: 3 clusters Score -1.996131e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144952 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19961292.000000 Penalty: 5903.988281
	Iteration 24Q: 3 clusters Score -1.996129e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -19961306.000000 Penalty: 5903.988281
	Iteration 25Q: 3 clusters Score -1.996131e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145139 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -19961286.000000 Penalty: 5903.988281
	Iteration 26Q: 3 clusters Score -1.996129e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145209 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -19961292.000000 Penalty: 5903.988281
	Iteration 27Q: 3 clusters Score -1.996129e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145276 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5903.988281
	Iteration 28Q: 3 clusters Score -1.996131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145331 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -19961320.000000 Penalty: 5903.988281
	Iteration 29Q: 3 clusters Score -1.996132e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19961310.000000 Penalty: 5903.988281
	Iteration 30Q: 3 clusters Score -1.996131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -19961308.000000 Penalty: 5903.988281
	Iteration 31Q: 3 clusters Score -1.996131e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145460 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5903.988281
	Iteration 32Q: 3 clusters Score -1.996131e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19961352.000000 Penalty: 5903.988281
	Iteration 33Q: 3 clusters Score -1.996135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -19961376.000000 Penalty: 5903.988281
	Iteration 34Q: 3 clusters Score -1.996138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145551 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19961360.000000 Penalty: 5903.988281
	Iteration 35Q: 3 clusters Score -1.996136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19961316.000000 Penalty: 5903.988281
	Iteration 36Q: 3 clusters Score -1.996132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -19961316.000000 Penalty: 5903.988281
	Iteration 37Q: 3 clusters Score -1.996132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5903.988281
	Iteration 38Q: 3 clusters Score -1.996131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145607 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19961328.000000 Penalty: 5903.988281
	Iteration 39Q: 3 clusters Score -1.996133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145617 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -19961330.000000 Penalty: 5903.988281
	Iteration 40F: 3 clusters Score -1.996133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -19961328.000000 Penalty: 5903.988281
	Iteration 41Q: 3 clusters Score -1.996133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -19961332.000000 Penalty: 5903.988281
	Iteration 42Q: 3 clusters Score -1.996133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19961340.000000 Penalty: 5903.988281
	Iteration 43Q: 3 clusters Score -1.996134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145679 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19961326.000000 Penalty: 5903.988281
	Iteration 44Q: 3 clusters Score -1.996133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19961334.000000 Penalty: 5903.988281
	Iteration 45Q: 3 clusters Score -1.996133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19961340.000000 Penalty: 5903.988281
	Iteration 46Q: 3 clusters Score -1.996134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145701 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19961332.000000 Penalty: 5903.988281
	Iteration 47Q: 3 clusters Score -1.996133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -19961352.000000 Penalty: 5903.988281
	Iteration 48Q: 3 clusters Score -1.996135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145714 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19961332.000000 Penalty: 5903.988281
	Iteration 49Q: 3 clusters Score -1.996133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19961330.000000 Penalty: 5903.988281
	Iteration 50Q: 3 clusters Score -1.996133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -19961332.000000 Penalty: 5903.988281
	Iteration 51Q: 3 clusters Score -1.996133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145726 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19961324.000000 Penalty: 5903.988281
	Iteration 52Q: 3 clusters Score -1.996132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145730 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19961322.000000 Penalty: 5903.988281
	Iteration 53Q: 3 clusters Score -1.996132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19961310.000000 Penalty: 5903.988281
	Iteration 54Q: 3 clusters Score -1.996131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19961310.000000 Penalty: 5903.988281
	Iteration 55Q: 3 clusters Score -1.996131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19961308.000000 Penalty: 5903.988281
	Iteration 56Q: 3 clusters Score -1.996131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145748 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19961316.000000 Penalty: 5903.988281
	Iteration 57Q: 3 clusters Score -1.996132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19961312.000000 Penalty: 5903.988281
	Iteration 58Q: 3 clusters Score -1.996131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19961318.000000 Penalty: 5903.988281
	Iteration 59Q: 3 clusters Score -1.996132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145754 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5903.988281
	Iteration 60F: 3 clusters Score -1.996131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -19961322.000000 Penalty: 5903.988281
	Iteration 61Q: 3 clusters Score -1.996132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -19961322.000000 Penalty: 5903.988281
	Iteration 62Q: 3 clusters Score -1.996132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5903.988281
	Iteration 63Q: 3 clusters Score -1.996131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19961292.000000 Penalty: 5903.988281
	Iteration 64Q: 3 clusters Score -1.996129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19961292.000000 Penalty: 5903.988281
	Iteration 65Q: 3 clusters Score -1.996129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19961292.000000 Penalty: 5903.988281
	Iteration 66F: 3 clusters Score -1.996129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Entering Unmasked Estep 
Score: -17682364.000000 Penalty: 2921.280762
	Iteration 0F: 2 clusters Score -1.768236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -17595560.000000 Penalty: 5842.561523
	Iteration 0F: 3 clusters Score -1.759556e+07 nChanged 62218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -17632512.000000 Penalty: 5842.561523
	Iteration 1F: 3 clusters Score -1.763251e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -17633482.000000 Penalty: 5842.561523
	Iteration 2Q: 3 clusters Score -1.763348e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -17634806.000000 Penalty: 5842.561523
	Iteration 3Q: 3 clusters Score -1.763481e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -17636614.000000 Penalty: 5842.561523
	Iteration 4Q: 3 clusters Score -1.763661e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -17638982.000000 Penalty: 5842.561523
	Iteration 5Q: 3 clusters Score -1.763898e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -17642348.000000 Penalty: 5842.561523
	Iteration 6Q: 3 clusters Score -1.764235e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -17646374.000000 Penalty: 5842.561523
	Iteration 7F: 3 clusters Score -1.764637e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -17650748.000000 Penalty: 5842.561523
	Iteration 8F: 3 clusters Score -1.765075e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -17655098.000000 Penalty: 5842.561523
	Iteration 9F: 3 clusters Score -1.76551e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -17658748.000000 Penalty: 5842.561523
	Iteration 10F: 3 clusters Score -1.765875e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -17661548.000000 Penalty: 5842.561523
	Iteration 11Q: 3 clusters Score -1.766155e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -17663276.000000 Penalty: 5842.561523
	Iteration 12Q: 3 clusters Score -1.766328e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -17664168.000000 Penalty: 5842.561523
	Iteration 13Q: 3 clusters Score -1.766417e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -17664714.000000 Penalty: 5842.561523
	Iteration 14Q: 3 clusters Score -1.766471e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -17665040.000000 Penalty: 5842.561523
	Iteration 15Q: 3 clusters Score -1.766504e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -17665452.000000 Penalty: 5842.561523
	Iteration 16Q: 3 clusters Score -1.766545e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -17665798.000000 Penalty: 5842.561523
	Iteration 17Q: 3 clusters Score -1.76658e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -17666270.000000 Penalty: 5842.561523
	Iteration 18Q: 3 clusters Score -1.766627e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -17666742.000000 Penalty: 5842.561523
	Iteration 19Q: 3 clusters Score -1.766674e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -17667314.000000 Penalty: 5842.561523
	Iteration 20F: 3 clusters Score -1.766731e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -17668042.000000 Penalty: 5842.561523
	Iteration 21Q: 3 clusters Score -1.766804e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -17668934.000000 Penalty: 5842.561523
	Iteration 22Q: 3 clusters Score -1.766893e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -17669784.000000 Penalty: 5842.561523
	Iteration 23Q: 3 clusters Score -1.766978e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -17670894.000000 Penalty: 5842.561523
	Iteration 24Q: 3 clusters Score -1.767089e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -17672080.000000 Penalty: 5842.561523
	Iteration 25Q: 3 clusters Score -1.767208e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -17673086.000000 Penalty: 5842.561523
	Iteration 26Q: 3 clusters Score -1.767309e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -17674148.000000 Penalty: 5842.561523
	Iteration 27Q: 3 clusters Score -1.767415e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -17675202.000000 Penalty: 5842.561523
	Iteration 28Q: 3 clusters Score -1.76752e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -17676210.000000 Penalty: 5842.561523
	Iteration 29Q: 3 clusters Score -1.767621e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124823 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -17677048.000000 Penalty: 5842.561523
	Iteration 30Q: 3 clusters Score -1.767705e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126099 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -17677800.000000 Penalty: 5842.561523
	Iteration 31Q: 3 clusters Score -1.76778e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -17678296.000000 Penalty: 5842.561523
	Iteration 32Q: 3 clusters Score -1.76783e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17678788.000000 Penalty: 5842.561523
	Iteration 33Q: 3 clusters Score -1.767879e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -17679056.000000 Penalty: 5842.561523
	Iteration 34Q: 3 clusters Score -1.767906e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17679288.000000 Penalty: 5842.561523
	Iteration 35Q: 3 clusters Score -1.767929e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129000 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -17679422.000000 Penalty: 5842.561523
	Iteration 36Q: 3 clusters Score -1.767942e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129179 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17679564.000000 Penalty: 5842.561523
	Iteration 37Q: 3 clusters Score -1.767956e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129294 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17679598.000000 Penalty: 5842.561523
	Iteration 38Q: 3 clusters Score -1.76796e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129391 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17679680.000000 Penalty: 5842.561523
	Iteration 39Q: 3 clusters Score -1.767968e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -17679734.000000 Penalty: 5842.561523
	Iteration 40F: 3 clusters Score -1.767973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17679804.000000 Penalty: 5842.561523
	Iteration 41Q: 3 clusters Score -1.76798e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -17679818.000000 Penalty: 5842.561523
	Iteration 42Q: 3 clusters Score -1.767982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17679856.000000 Penalty: 5842.561523
	Iteration 43Q: 3 clusters Score -1.767986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17679866.000000 Penalty: 5842.561523
	Iteration 44Q: 3 clusters Score -1.767987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -17679886.000000 Penalty: 5842.561523
	Iteration 45Q: 3 clusters Score -1.767989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17679906.000000 Penalty: 5842.561523
	Iteration 46Q: 3 clusters Score -1.767991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17679920.000000 Penalty: 5842.561523
	Iteration 47Q: 3 clusters Score -1.767992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -17679916.000000 Penalty: 5842.561523
	Iteration 48Q: 3 clusters Score -1.767992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129744 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17679918.000000 Penalty: 5842.561523
	Iteration 49Q: 3 clusters Score -1.767992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129753 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -17679928.000000 Penalty: 5842.561523
	Iteration 50Q: 3 clusters Score -1.767993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17679918.000000 Penalty: 5842.561523
	Iteration 51Q: 3 clusters Score -1.767992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17679924.000000 Penalty: 5842.561523
	Iteration 52Q: 3 clusters Score -1.767992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17679934.000000 Penalty: 5842.561523
	Iteration 53Q: 3 clusters Score -1.767993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17679946.000000 Penalty: 5842.561523
	Iteration 54Q: 3 clusters Score -1.767995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -17679942.000000 Penalty: 5842.561523
	Iteration 55Q: 3 clusters Score -1.767994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129793 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17679952.000000 Penalty: 5842.561523
	Iteration 56Q: 3 clusters Score -1.767995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -17679950.000000 Penalty: 5842.561523
	Iteration 57Q: 3 clusters Score -1.767995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17679958.000000 Penalty: 5842.561523
	Iteration 58Q: 3 clusters Score -1.767996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129793 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17679952.000000 Penalty: 5842.561523
	Iteration 59Q: 3 clusters Score -1.767995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129794 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17679948.000000 Penalty: 5842.561523
	Iteration 60F: 3 clusters Score -1.767995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Entering Unmasked Estep 
Score: -1583669.625000 Penalty: 2354.926025
	Iteration 0F: 2 clusters Score -1583670 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 6651 members 
Entering Unmasked Estep 
Score: -1573836.875000 Penalty: 4709.852051
	Iteration 0F: 3 clusters Score -1573837 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1576945.125000 Penalty: 4709.852051
	Iteration 1F: 3 clusters Score -1576945 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1577372.750000 Penalty: 4709.852051
	Iteration 2F: 3 clusters Score -1577373 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1577806.250000 Penalty: 4709.852051
	Iteration 3F: 3 clusters Score -1577806 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1578295.625000 Penalty: 4709.852051
	Iteration 4F: 3 clusters Score -1578296 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1578824.750000 Penalty: 4709.852051
	Iteration 5F: 3 clusters Score -1578825 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1579379.750000 Penalty: 4709.852051
	Iteration 6F: 3 clusters Score -1579380 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1579952.875000 Penalty: 4709.852051
	Iteration 7F: 3 clusters Score -1579953 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1580445.500000 Penalty: 4709.852051
	Iteration 8F: 3 clusters Score -1580446 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1580819.750000 Penalty: 4709.852051
	Iteration 9Q: 3 clusters Score -1580820 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1581112.625000 Penalty: 4709.852051
	Iteration 10Q: 3 clusters Score -1581113 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1581340.250000 Penalty: 4709.852051
	Iteration 11Q: 3 clusters Score -1581340 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1581529.125000 Penalty: 4709.852051
	Iteration 12Q: 3 clusters Score -1581529 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1581670.625000 Penalty: 4709.852051
	Iteration 13Q: 3 clusters Score -1581671 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1581795.750000 Penalty: 4709.852051
	Iteration 14Q: 3 clusters Score -1581796 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1581896.250000 Penalty: 4709.852051
	Iteration 15Q: 3 clusters Score -1581896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1581988.625000 Penalty: 4709.852051
	Iteration 16Q: 3 clusters Score -1581989 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1582062.250000 Penalty: 4709.852051
	Iteration 17Q: 3 clusters Score -1582062 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1582127.750000 Penalty: 4709.852051
	Iteration 18Q: 3 clusters Score -1582128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1582180.875000 Penalty: 4709.852051
	Iteration 19Q: 3 clusters Score -1582181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1582234.875000 Penalty: 4709.852051
	Iteration 20F: 3 clusters Score -1582235 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1582300.500000 Penalty: 4709.852051
	Iteration 21Q: 3 clusters Score -1582300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1582355.000000 Penalty: 4709.852051
	Iteration 22Q: 3 clusters Score -1582355 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1582414.625000 Penalty: 4709.852051
	Iteration 23Q: 3 clusters Score -1582415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1582446.250000 Penalty: 4709.852051
	Iteration 24Q: 3 clusters Score -1582446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1582488.875000 Penalty: 4709.852051
	Iteration 25Q: 3 clusters Score -1582489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1582514.250000 Penalty: 4709.852051
	Iteration 26Q: 3 clusters Score -1582514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1582532.500000 Penalty: 4709.852051
	Iteration 27Q: 3 clusters Score -1582532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1582553.750000 Penalty: 4709.852051
	Iteration 28Q: 3 clusters Score -1582554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1582560.250000 Penalty: 4709.852051
	Iteration 29Q: 3 clusters Score -1582560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1582574.250000 Penalty: 4709.852051
	Iteration 30Q: 3 clusters Score -1582574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1582587.625000 Penalty: 4709.852051
	Iteration 31Q: 3 clusters Score -1582588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1582611.375000 Penalty: 4709.852051
	Iteration 32Q: 3 clusters Score -1582611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1582620.125000 Penalty: 4709.852051
	Iteration 33Q: 3 clusters Score -1582620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1582629.125000 Penalty: 4709.852051
	Iteration 34Q: 3 clusters Score -1582629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1582644.125000 Penalty: 4709.852051
	Iteration 35Q: 3 clusters Score -1582644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1582649.750000 Penalty: 4709.852051
	Iteration 36Q: 3 clusters Score -1582650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1582657.500000 Penalty: 4709.852051
	Iteration 37Q: 3 clusters Score -1582658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1582672.250000 Penalty: 4709.852051
	Iteration 38Q: 3 clusters Score -1582672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1582687.875000 Penalty: 4709.852051
	Iteration 39Q: 3 clusters Score -1582688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1582700.625000 Penalty: 4709.852051
	Iteration 40F: 3 clusters Score -1582701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1582709.875000 Penalty: 4709.852051
	Iteration 41Q: 3 clusters Score -1582710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1582726.250000 Penalty: 4709.852051
	Iteration 42Q: 3 clusters Score -1582726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1582734.750000 Penalty: 4709.852051
	Iteration 43Q: 3 clusters Score -1582735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1582738.500000 Penalty: 4709.852051
	Iteration 44Q: 3 clusters Score -1582738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1582750.875000 Penalty: 4709.852051
	Iteration 45Q: 3 clusters Score -1582751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1582760.875000 Penalty: 4709.852051
	Iteration 46Q: 3 clusters Score -1582761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1582765.875000 Penalty: 4709.852051
	Iteration 47Q: 3 clusters Score -1582766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1582769.500000 Penalty: 4709.852051
	Iteration 48Q: 3 clusters Score -1582770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1582772.000000 Penalty: 4709.852051
	Iteration 49Q: 3 clusters Score -1582772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1582775.125000 Penalty: 4709.852051
	Iteration 50Q: 3 clusters Score -1582775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1582782.625000 Penalty: 4709.852051
	Iteration 51Q: 3 clusters Score -1582783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1582785.625000 Penalty: 4709.852051
	Iteration 52Q: 3 clusters Score -1582786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1582790.375000 Penalty: 4709.852051
	Iteration 53Q: 3 clusters Score -1582790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1582794.250000 Penalty: 4709.852051
	Iteration 54Q: 3 clusters Score -1582794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1582792.500000 Penalty: 4709.852051
	Iteration 55Q: 3 clusters Score -1582792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1582797.500000 Penalty: 4709.852051
	Iteration 56Q: 3 clusters Score -1582798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1582803.500000 Penalty: 4709.852051
	Iteration 57Q: 3 clusters Score -1582804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1582800.125000 Penalty: 4709.852051
	Iteration 58Q: 3 clusters Score -1582800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1582801.875000 Penalty: 4709.852051
	Iteration 59Q: 3 clusters Score -1582802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1582809.625000 Penalty: 4709.852051
	Iteration 60F: 3 clusters Score -1582810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1582804.250000 Penalty: 4709.852051
	Iteration 61Q: 3 clusters Score -1582804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1582806.750000 Penalty: 4709.852051
	Iteration 62Q: 3 clusters Score -1582807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1582808.750000 Penalty: 4709.852051
	Iteration 63Q: 3 clusters Score -1582809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1582809.625000 Penalty: 4709.852051
	Iteration 64Q: 3 clusters Score -1582810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1582812.500000 Penalty: 4709.852051
	Iteration 65Q: 3 clusters Score -1582812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1582814.500000 Penalty: 4709.852051
	Iteration 66Q: 3 clusters Score -1582814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1582813.250000 Penalty: 4709.852051
	Iteration 67Q: 3 clusters Score -1582813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1582815.250000 Penalty: 4709.852051
	Iteration 68Q: 3 clusters Score -1582815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1582814.000000 Penalty: 4709.852051
	Iteration 69Q: 3 clusters Score -1582814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1582815.250000 Penalty: 4709.852051
	Iteration 70Q: 3 clusters Score -1582815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1582820.125000 Penalty: 4709.852051
	Iteration 71Q: 3 clusters Score -1582820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1582820.125000 Penalty: 4709.852051
	Iteration 72Q: 3 clusters Score -1582820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1582820.875000 Penalty: 4709.852051
	Iteration 73Q: 3 clusters Score -1582821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1582820.875000 Penalty: 4709.852051
	Iteration 74F: 3 clusters Score -1582821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Entering Unmasked Estep 
Score: -23297868.000000 Penalty: 2990.050781
	Iteration 0F: 2 clusters Score -2.329787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -23185774.000000 Penalty: 5980.101562
	Iteration 0F: 3 clusters Score -2.318577e+07 nChanged 82249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -23232684.000000 Penalty: 5980.101562
	Iteration 1F: 3 clusters Score -2.323268e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -23233542.000000 Penalty: 5980.101562
	Iteration 2Q: 3 clusters Score -2.323354e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -23234464.000000 Penalty: 5980.101562
	Iteration 3Q: 3 clusters Score -2.323446e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -23235622.000000 Penalty: 5980.101562
	Iteration 4Q: 3 clusters Score -2.323562e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -23237046.000000 Penalty: 5980.101562
	Iteration 5Q: 3 clusters Score -2.323705e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -23239442.000000 Penalty: 5980.101562
	Iteration 6Q: 3 clusters Score -2.323944e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 106840 members 
Entering Unmasked Estep 
Score: -23243220.000000 Penalty: 5980.101562
	Iteration 7Q: 3 clusters Score -2.324322e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 115944 members 
Entering Unmasked Estep 
Score: -23249310.000000 Penalty: 5980.101562
	Iteration 8F: 3 clusters Score -2.324931e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 127396 members 
Entering Unmasked Estep 
Score: -23257784.000000 Penalty: 5980.101562
	Iteration 9F: 3 clusters Score -2.325778e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -23267970.000000 Penalty: 5980.101562
	Iteration 10F: 3 clusters Score -2.326797e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -23278326.000000 Penalty: 5980.101562
	Iteration 11F: 3 clusters Score -2.327833e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -23286556.000000 Penalty: 5980.101562
	Iteration 12F: 3 clusters Score -2.328656e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -23291142.000000 Penalty: 5980.101562
	Iteration 13Q: 3 clusters Score -2.329114e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 169152 members 
Entering Unmasked Estep 
Score: -23293298.000000 Penalty: 5980.101562
	Iteration 14Q: 3 clusters Score -2.32933e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -23294224.000000 Penalty: 5980.101562
	Iteration 15Q: 3 clusters Score -2.329422e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 170811 members 
Entering Unmasked Estep 
Score: -23294732.000000 Penalty: 5980.101562
	Iteration 16Q: 3 clusters Score -2.329473e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 171021 members 
Entering Unmasked Estep 
Score: -23294892.000000 Penalty: 5980.101562
	Iteration 17Q: 3 clusters Score -2.329489e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 171155 members 
Entering Unmasked Estep 
Score: -23294990.000000 Penalty: 5980.101562
	Iteration 18Q: 3 clusters Score -2.329499e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -23295106.000000 Penalty: 5980.101562
	Iteration 19Q: 3 clusters Score -2.329511e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -23295162.000000 Penalty: 5980.101562
	Iteration 20F: 3 clusters Score -2.329516e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -23295206.000000 Penalty: 5980.101562
	Iteration 21Q: 3 clusters Score -2.329521e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -23295242.000000 Penalty: 5980.101562
	Iteration 22Q: 3 clusters Score -2.329524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -23295286.000000 Penalty: 5980.101562
	Iteration 23Q: 3 clusters Score -2.329529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -23295290.000000 Penalty: 5980.101562
	Iteration 24Q: 3 clusters Score -2.329529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -23295300.000000 Penalty: 5980.101562
	Iteration 25Q: 3 clusters Score -2.32953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -23295318.000000 Penalty: 5980.101562
	Iteration 26Q: 3 clusters Score -2.329532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -23295318.000000 Penalty: 5980.101562
	Iteration 27Q: 3 clusters Score -2.329532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -23295342.000000 Penalty: 5980.101562
	Iteration 28Q: 3 clusters Score -2.329534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -23295344.000000 Penalty: 5980.101562
	Iteration 29Q: 3 clusters Score -2.329534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -23295340.000000 Penalty: 5980.101562
	Iteration 30Q: 3 clusters Score -2.329534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -23295328.000000 Penalty: 5980.101562
	Iteration 31Q: 3 clusters Score -2.329533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -23295322.000000 Penalty: 5980.101562
	Iteration 32Q: 3 clusters Score -2.329532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -23295326.000000 Penalty: 5980.101562
	Iteration 33Q: 3 clusters Score -2.329533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -23295332.000000 Penalty: 5980.101562
	Iteration 34Q: 3 clusters Score -2.329533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -23295334.000000 Penalty: 5980.101562
	Iteration 35Q: 3 clusters Score -2.329533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -23295334.000000 Penalty: 5980.101562
	Iteration 36F: 3 clusters Score -2.329533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Entering Unmasked Estep 
Score: -6239023.000000 Penalty: 2660.329834
	Iteration 0F: 2 clusters Score -6239023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6208038.500000 Penalty: 5320.659668
	Iteration 0F: 3 clusters Score -6208038 nChanged 21091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -6219883.000000 Penalty: 5320.659668
	Iteration 1F: 3 clusters Score -6219883 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -6220537.000000 Penalty: 5320.659668
	Iteration 2Q: 3 clusters Score -6220537 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -6221287.000000 Penalty: 5320.659668
	Iteration 3Q: 3 clusters Score -6221287 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -6222204.500000 Penalty: 5320.659668
	Iteration 4Q: 3 clusters Score -6222204 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -6223613.000000 Penalty: 5320.659668
	Iteration 5F: 3 clusters Score -6223613 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -6225527.000000 Penalty: 5320.659668
	Iteration 6F: 3 clusters Score -6225527 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -6228064.500000 Penalty: 5320.659668
	Iteration 7F: 3 clusters Score -6228064 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -6230763.000000 Penalty: 5320.659668
	Iteration 8F: 3 clusters Score -6230763 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -6233045.500000 Penalty: 5320.659668
	Iteration 9F: 3 clusters Score -6233046 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6234693.500000 Penalty: 5320.659668
	Iteration 10Q: 3 clusters Score -6234694 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6235625.000000 Penalty: 5320.659668
	Iteration 11Q: 3 clusters Score -6235625 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6236083.000000 Penalty: 5320.659668
	Iteration 12Q: 3 clusters Score -6236083 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6236299.000000 Penalty: 5320.659668
	Iteration 13Q: 3 clusters Score -6236299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6236440.000000 Penalty: 5320.659668
	Iteration 14Q: 3 clusters Score -6236440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6236536.000000 Penalty: 5320.659668
	Iteration 15Q: 3 clusters Score -6236536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6236595.500000 Penalty: 5320.659668
	Iteration 16Q: 3 clusters Score -6236596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6236633.000000 Penalty: 5320.659668
	Iteration 17Q: 3 clusters Score -6236633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6236674.000000 Penalty: 5320.659668
	Iteration 18Q: 3 clusters Score -6236674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6236702.000000 Penalty: 5320.659668
	Iteration 19Q: 3 clusters Score -6236702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6236717.000000 Penalty: 5320.659668
	Iteration 20F: 3 clusters Score -6236717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6236732.500000 Penalty: 5320.659668
	Iteration 21Q: 3 clusters Score -6236732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6236744.000000 Penalty: 5320.659668
	Iteration 22Q: 3 clusters Score -6236744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6236750.000000 Penalty: 5320.659668
	Iteration 23Q: 3 clusters Score -6236750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6236752.000000 Penalty: 5320.659668
	Iteration 24Q: 3 clusters Score -6236752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6236752.500000 Penalty: 5320.659668
	Iteration 25Q: 3 clusters Score -6236752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6236753.000000 Penalty: 5320.659668
	Iteration 26Q: 3 clusters Score -6236753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6236753.500000 Penalty: 5320.659668
	Iteration 27Q: 3 clusters Score -6236754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6236757.500000 Penalty: 5320.659668
	Iteration 28Q: 3 clusters Score -6236758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6236764.500000 Penalty: 5320.659668
	Iteration 29Q: 3 clusters Score -6236764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6236760.500000 Penalty: 5320.659668
	Iteration 30Q: 3 clusters Score -6236760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6236764.000000 Penalty: 5320.659668
	Iteration 31Q: 3 clusters Score -6236764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6236770.500000 Penalty: 5320.659668
	Iteration 32Q: 3 clusters Score -6236770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6236768.500000 Penalty: 5320.659668
	Iteration 33Q: 3 clusters Score -6236768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6236772.500000 Penalty: 5320.659668
	Iteration 34Q: 3 clusters Score -6236772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6236775.000000 Penalty: 5320.659668
	Iteration 35Q: 3 clusters Score -6236775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6236779.000000 Penalty: 5320.659668
	Iteration 36Q: 3 clusters Score -6236779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6236781.500000 Penalty: 5320.659668
	Iteration 37Q: 3 clusters Score -6236782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6236781.500000 Penalty: 5320.659668
	Iteration 38F: 3 clusters Score -6236782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Entering Unmasked Estep 
Score: -2371091.750000 Penalty: 2431.364258
	Iteration 0F: 2 clusters Score -2371092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2358282.500000 Penalty: 4862.728516
	Iteration 0F: 3 clusters Score -2358282 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2362567.500000 Penalty: 4862.728516
	Iteration 1F: 3 clusters Score -2362568 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2363042.500000 Penalty: 4862.728516
	Iteration 2F: 3 clusters Score -2363042 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2363460.000000 Penalty: 4862.728516
	Iteration 3F: 3 clusters Score -2363460 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2363958.750000 Penalty: 4862.728516
	Iteration 4F: 3 clusters Score -2363959 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2364597.500000 Penalty: 4862.728516
	Iteration 5F: 3 clusters Score -2364598 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2365495.250000 Penalty: 4862.728516
	Iteration 6F: 3 clusters Score -2365495 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2366589.750000 Penalty: 4862.728516
	Iteration 7F: 3 clusters Score -2366590 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2367624.500000 Penalty: 4862.728516
	Iteration 8F: 3 clusters Score -2367624 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2368439.500000 Penalty: 4862.728516
	Iteration 9F: 3 clusters Score -2368440 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2369041.000000 Penalty: 4862.728516
	Iteration 10Q: 3 clusters Score -2369041 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2369448.250000 Penalty: 4862.728516
	Iteration 11Q: 3 clusters Score -2369448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2369691.000000 Penalty: 4862.728516
	Iteration 12Q: 3 clusters Score -2369691 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2369809.000000 Penalty: 4862.728516
	Iteration 13Q: 3 clusters Score -2369809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2369876.000000 Penalty: 4862.728516
	Iteration 14Q: 3 clusters Score -2369876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2369918.000000 Penalty: 4862.728516
	Iteration 15Q: 3 clusters Score -2369918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2369933.500000 Penalty: 4862.728516
	Iteration 16Q: 3 clusters Score -2369934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2369957.500000 Penalty: 4862.728516
	Iteration 17Q: 3 clusters Score -2369958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2369973.500000 Penalty: 4862.728516
	Iteration 18Q: 3 clusters Score -2369974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2369984.000000 Penalty: 4862.728516
	Iteration 19Q: 3 clusters Score -2369984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2369987.750000 Penalty: 4862.728516
	Iteration 20F: 3 clusters Score -2369988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2369994.250000 Penalty: 4862.728516
	Iteration 21Q: 3 clusters Score -2369994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2370000.000000 Penalty: 4862.728516
	Iteration 22Q: 3 clusters Score -2370000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2370007.500000 Penalty: 4862.728516
	Iteration 23Q: 3 clusters Score -2370008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2370010.500000 Penalty: 4862.728516
	Iteration 24Q: 3 clusters Score -2370010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2370020.000000 Penalty: 4862.728516
	Iteration 25Q: 3 clusters Score -2370020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2370017.750000 Penalty: 4862.728516
	Iteration 26Q: 3 clusters Score -2370018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2370020.500000 Penalty: 4862.728516
	Iteration 27Q: 3 clusters Score -2370020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2370020.500000 Penalty: 4862.728516
	Iteration 28Q: 3 clusters Score -2370020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2370017.250000 Penalty: 4862.728516
	Iteration 29Q: 3 clusters Score -2370017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2370019.000000 Penalty: 4862.728516
	Iteration 30Q: 3 clusters Score -2370019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2370018.250000 Penalty: 4862.728516
	Iteration 31Q: 3 clusters Score -2370018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2370019.250000 Penalty: 4862.728516
	Iteration 32Q: 3 clusters Score -2370019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2370017.750000 Penalty: 4862.728516
	Iteration 33Q: 3 clusters Score -2370018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2370018.500000 Penalty: 4862.728516
	Iteration 34Q: 3 clusters Score -2370018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2370022.250000 Penalty: 4862.728516
	Iteration 35Q: 3 clusters Score -2370022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2370021.000000 Penalty: 4862.728516
	Iteration 36Q: 3 clusters Score -2370021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2370021.750000 Penalty: 4862.728516
	Iteration 37Q: 3 clusters Score -2370022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2370023.000000 Penalty: 4862.728516
	Iteration 38Q: 3 clusters Score -2370023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2370023.000000 Penalty: 4862.728516
	Iteration 39F: 3 clusters Score -2370023 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56622.363281 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56622.36 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57354.851562 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -57354.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57775.410156 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57775.41 nChanged 35
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: -57963.417969 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -57963.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58017.410156 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -58017.41 nChanged 7
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: -58050.902344 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -58050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58070.222656 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -58070.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -58086.093750 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -58086.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58110.191406 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -58110.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -58119.605469 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -58119.61 nChanged 3
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: -58145.945312 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -58145.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58184.472656 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -58184.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58207.117188 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -58207.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58207.117188 Penalty: 3140.425049
	Iteration 13F: 3 clusters Score -58207.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171935 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 147739 members 
Mstep: Class 7 contains 130530 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172242 members 
Mstep: Class 10 contains 45576 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 171 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
Score: -126426808.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126428432.000000 to -126426808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -487620.718750 Penalty: 2033.398926
	Iteration 0F: 2 clusters Score -487620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -483949.906250 Penalty: 4066.797852
	Iteration 0F: 3 clusters Score -483949.9 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -484682.937500 Penalty: 4066.797852
	Iteration 1F: 3 clusters Score -484682.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -484820.031250 Penalty: 4066.797852
	Iteration 2F: 3 clusters Score -484820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -484907.000000 Penalty: 4066.797852
	Iteration 3Q: 3 clusters Score -484907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -484967.343750 Penalty: 4066.797852
	Iteration 4Q: 3 clusters Score -484967.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -485010.718750 Penalty: 4066.797852
	Iteration 5Q: 3 clusters Score -485010.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -485044.906250 Penalty: 4066.797852
	Iteration 6Q: 3 clusters Score -485044.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -485072.093750 Penalty: 4066.797852
	Iteration 7Q: 3 clusters Score -485072.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -485088.093750 Penalty: 4066.797852
	Iteration 8Q: 3 clusters Score -485088.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -485106.875000 Penalty: 4066.797852
	Iteration 9Q: 3 clusters Score -485106.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -485124.281250 Penalty: 4066.797852
	Iteration 10Q: 3 clusters Score -485124.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -485135.375000 Penalty: 4066.797852
	Iteration 11Q: 3 clusters Score -485135.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485144.906250 Penalty: 4066.797852
	Iteration 12Q: 3 clusters Score -485144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -485152.656250 Penalty: 4066.797852
	Iteration 13Q: 3 clusters Score -485152.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -485159.937500 Penalty: 4066.797852
	Iteration 14Q: 3 clusters Score -485159.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -485168.343750 Penalty: 4066.797852
	Iteration 15Q: 3 clusters Score -485168.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -485176.750000 Penalty: 4066.797852
	Iteration 16Q: 3 clusters Score -485176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -485185.093750 Penalty: 4066.797852
	Iteration 17Q: 3 clusters Score -485185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -485193.468750 Penalty: 4066.797852
	Iteration 18Q: 3 clusters Score -485193.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -485203.156250 Penalty: 4066.797852
	Iteration 19Q: 3 clusters Score -485203.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -485210.500000 Penalty: 4066.797852
	Iteration 20F: 3 clusters Score -485210.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -485215.718750 Penalty: 4066.797852
	Iteration 21Q: 3 clusters Score -485215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -485219.250000 Penalty: 4066.797852
	Iteration 22Q: 3 clusters Score -485219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -485222.562500 Penalty: 4066.797852
	Iteration 23Q: 3 clusters Score -485222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -485227.218750 Penalty: 4066.797852
	Iteration 24Q: 3 clusters Score -485227.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -485231.250000 Penalty: 4066.797852
	Iteration 25Q: 3 clusters Score -485231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -485235.531250 Penalty: 4066.797852
	Iteration 26Q: 3 clusters Score -485235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -485239.031250 Penalty: 4066.797852
	Iteration 27Q: 3 clusters Score -485239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -485242.812500 Penalty: 4066.797852
	Iteration 28Q: 3 clusters Score -485242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -485247.250000 Penalty: 4066.797852
	Iteration 29Q: 3 clusters Score -485247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -485252.625000 Penalty: 4066.797852
	Iteration 30Q: 3 clusters Score -485252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -485258.375000 Penalty: 4066.797852
	Iteration 31Q: 3 clusters Score -485258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -485266.218750 Penalty: 4066.797852
	Iteration 32Q: 3 clusters Score -485266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -485273.843750 Penalty: 4066.797852
	Iteration 33Q: 3 clusters Score -485273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -485282.406250 Penalty: 4066.797852
	Iteration 34Q: 3 clusters Score -485282.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -485293.437500 Penalty: 4066.797852
	Iteration 35Q: 3 clusters Score -485293.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -485303.718750 Penalty: 4066.797852
	Iteration 36Q: 3 clusters Score -485303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -485310.718750 Penalty: 4066.797852
	Iteration 37Q: 3 clusters Score -485310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -485314.187500 Penalty: 4066.797852
	Iteration 38Q: 3 clusters Score -485314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -485319.781250 Penalty: 4066.797852
	Iteration 39Q: 3 clusters Score -485319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -485323.812500 Penalty: 4066.797852
	Iteration 40F: 3 clusters Score -485323.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -485327.812500 Penalty: 4066.797852
	Iteration 41Q: 3 clusters Score -485327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -485331.156250 Penalty: 4066.797852
	Iteration 42Q: 3 clusters Score -485331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -485335.281250 Penalty: 4066.797852
	Iteration 43Q: 3 clusters Score -485335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -485335.375000 Penalty: 4066.797852
	Iteration 44Q: 3 clusters Score -485335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -485336.312500 Penalty: 4066.797852
	Iteration 45Q: 3 clusters Score -485336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -485336.312500 Penalty: 4066.797852
	Iteration 46F: 3 clusters Score -485336.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Entering Unmasked Estep 
Score: -6696326.500000 Penalty: 2678.699219
	Iteration 0F: 2 clusters Score -6696326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6663113.500000 Penalty: 5357.398438
	Iteration 0F: 3 clusters Score -6663114 nChanged 22743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6675822.000000 Penalty: 5357.398438
	Iteration 1F: 3 clusters Score -6675822 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6676222.000000 Penalty: 5357.398438
	Iteration 2Q: 3 clusters Score -6676222 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6676587.000000 Penalty: 5357.398438
	Iteration 3Q: 3 clusters Score -6676587 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -6676909.000000 Penalty: 5357.398438
	Iteration 4Q: 3 clusters Score -6676909 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6677262.000000 Penalty: 5357.398438
	Iteration 5Q: 3 clusters Score -6677262 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -6677566.000000 Penalty: 5357.398438
	Iteration 6Q: 3 clusters Score -6677566 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6677861.000000 Penalty: 5357.398438
	Iteration 7Q: 3 clusters Score -6677861 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6678225.000000 Penalty: 5357.398438
	Iteration 8Q: 3 clusters Score -6678225 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -6678680.500000 Penalty: 5357.398438
	Iteration 9Q: 3 clusters Score -6678680 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6679308.500000 Penalty: 5357.398438
	Iteration 10Q: 3 clusters Score -6679308 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6680307.500000 Penalty: 5357.398438
	Iteration 11Q: 3 clusters Score -6680308 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -6681824.000000 Penalty: 5357.398438
	Iteration 12F: 3 clusters Score -6681824 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -6684083.500000 Penalty: 5357.398438
	Iteration 13F: 3 clusters Score -6684084 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -6686690.500000 Penalty: 5357.398438
	Iteration 14F: 3 clusters Score -6686690 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -6688892.500000 Penalty: 5357.398438
	Iteration 15F: 3 clusters Score -6688892 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -6690497.000000 Penalty: 5357.398438
	Iteration 16Q: 3 clusters Score -6690497 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -6691461.000000 Penalty: 5357.398438
	Iteration 17Q: 3 clusters Score -6691461 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -6692168.500000 Penalty: 5357.398438
	Iteration 18Q: 3 clusters Score -6692168 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -6692657.000000 Penalty: 5357.398438
	Iteration 19Q: 3 clusters Score -6692657 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -6693088.500000 Penalty: 5357.398438
	Iteration 20F: 3 clusters Score -6693088 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6693410.000000 Penalty: 5357.398438
	Iteration 21Q: 3 clusters Score -6693410 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -6693678.500000 Penalty: 5357.398438
	Iteration 22Q: 3 clusters Score -6693678 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6693813.500000 Penalty: 5357.398438
	Iteration 23Q: 3 clusters Score -6693814 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6693911.000000 Penalty: 5357.398438
	Iteration 24Q: 3 clusters Score -6693911 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6693990.500000 Penalty: 5357.398438
	Iteration 25Q: 3 clusters Score -6693990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6694022.500000 Penalty: 5357.398438
	Iteration 26Q: 3 clusters Score -6694022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6694059.000000 Penalty: 5357.398438
	Iteration 27Q: 3 clusters Score -6694059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6694096.000000 Penalty: 5357.398438
	Iteration 28Q: 3 clusters Score -6694096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -6694102.500000 Penalty: 5357.398438
	Iteration 29Q: 3 clusters Score -6694102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -6694122.000000 Penalty: 5357.398438
	Iteration 30Q: 3 clusters Score -6694122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6694130.000000 Penalty: 5357.398438
	Iteration 31Q: 3 clusters Score -6694130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -6694140.500000 Penalty: 5357.398438
	Iteration 32Q: 3 clusters Score -6694140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -6694142.000000 Penalty: 5357.398438
	Iteration 33Q: 3 clusters Score -6694142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -6694151.500000 Penalty: 5357.398438
	Iteration 34Q: 3 clusters Score -6694152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6694149.000000 Penalty: 5357.398438
	Iteration 35Q: 3 clusters Score -6694149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6694158.000000 Penalty: 5357.398438
	Iteration 36Q: 3 clusters Score -6694158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6694176.500000 Penalty: 5357.398438
	Iteration 37Q: 3 clusters Score -6694176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6694186.500000 Penalty: 5357.398438
	Iteration 38Q: 3 clusters Score -6694186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -6694195.500000 Penalty: 5357.398438
	Iteration 39Q: 3 clusters Score -6694196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -6694200.000000 Penalty: 5357.398438
	Iteration 40F: 3 clusters Score -6694200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6694196.500000 Penalty: 5357.398438
	Iteration 41Q: 3 clusters Score -6694196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6694194.500000 Penalty: 5357.398438
	Iteration 42Q: 3 clusters Score -6694194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6694207.000000 Penalty: 5357.398438
	Iteration 43Q: 3 clusters Score -6694207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6694201.000000 Penalty: 5357.398438
	Iteration 44Q: 3 clusters Score -6694201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6694202.500000 Penalty: 5357.398438
	Iteration 45Q: 3 clusters Score -6694202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6694203.500000 Penalty: 5357.398438
	Iteration 46Q: 3 clusters Score -6694204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -6694206.500000 Penalty: 5357.398438
	Iteration 47Q: 3 clusters Score -6694206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -6694209.000000 Penalty: 5357.398438
	Iteration 48Q: 3 clusters Score -6694209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6694206.000000 Penalty: 5357.398438
	Iteration 49Q: 3 clusters Score -6694206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -6694203.000000 Penalty: 5357.398438
	Iteration 50Q: 3 clusters Score -6694203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -6694199.000000 Penalty: 5357.398438
	Iteration 51Q: 3 clusters Score -6694199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -6694206.000000 Penalty: 5357.398438
	Iteration 52Q: 3 clusters Score -6694206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6694210.000000 Penalty: 5357.398438
	Iteration 53Q: 3 clusters Score -6694210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6694210.500000 Penalty: 5357.398438
	Iteration 54Q: 3 clusters Score -6694210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6694215.000000 Penalty: 5357.398438
	Iteration 55Q: 3 clusters Score -6694215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -6694218.000000 Penalty: 5357.398438
	Iteration 56Q: 3 clusters Score -6694218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6694216.500000 Penalty: 5357.398438
	Iteration 57Q: 3 clusters Score -6694216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6694215.500000 Penalty: 5357.398438
	Iteration 58Q: 3 clusters Score -6694216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6694215.500000 Penalty: 5357.398438
	Iteration 59F: 3 clusters Score -6694216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68434.898438 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68434.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68640.226562 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68640.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68695.914062 Penalty: 3168.726318
	Iteration 2Q: 3 clusters Score -68695.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68735.507812 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -68735.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68768.367188 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -68768.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68791.046875 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -68791.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68830.093750 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -68830.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68863.140625 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -68863.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68891.421875 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -68891.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68926.820312 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -68926.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68941.789062 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -68941.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68952.968750 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -68952.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68968.234375 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -68968.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68983.390625 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -68983.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68994.976562 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -68994.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69008.859375 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -69008.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69030.523438 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -69030.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69046.273438 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -69046.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69078.859375 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -69078.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69168.703125 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -69168.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69253.039062 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -69253.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69362.671875 Penalty: 3168.726318
	Iteration 21Q: 3 clusters Score -69362.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69489.414062 Penalty: 3168.726318
	Iteration 22Q: 3 clusters Score -69489.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69710.843750 Penalty: 3168.726318
	Iteration 23Q: 3 clusters Score -69710.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69837.320312 Penalty: 3168.726318
	Iteration 24Q: 3 clusters Score -69837.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69893.765625 Penalty: 3168.726318
	Iteration 25Q: 3 clusters Score -69893.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69929.140625 Penalty: 3168.726318
	Iteration 26Q: 3 clusters Score -69929.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69952.046875 Penalty: 3168.726318
	Iteration 27Q: 3 clusters Score -69952.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69967.906250 Penalty: 3168.726318
	Iteration 28Q: 3 clusters Score -69967.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69996.468750 Penalty: 3168.726318
	Iteration 29Q: 3 clusters Score -69996.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70054.226562 Penalty: 3168.726318
	Iteration 30Q: 3 clusters Score -70054.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70119.296875 Penalty: 3168.726318
	Iteration 31Q: 3 clusters Score -70119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70122.843750 Penalty: 3168.726318
	Iteration 32Q: 3 clusters Score -70122.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70129.726562 Penalty: 3168.726318
	Iteration 33Q: 3 clusters Score -70129.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70129.726562 Penalty: 3168.726318
	Iteration 34F: 3 clusters Score -70129.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171935 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 147739 members 
Mstep: Class 7 contains 130530 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172242 members 
Mstep: Class 10 contains 45576 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 363 members 
Entering Unmasked Estep 
Score: -126426664.000000 Penalty: 92212.148438
Splitting cluster 15 changes total score from -126428432.000000 to -126426664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -1193892.750000 Penalty: 2251.303467
	Iteration 0F: 2 clusters Score -1193893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1187006.375000 Penalty: 4502.606934
	Iteration 0F: 3 clusters Score -1187006 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1188818.000000 Penalty: 4502.606934
	Iteration 1F: 3 clusters Score -1188818 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1189073.750000 Penalty: 4502.606934
	Iteration 2F: 3 clusters Score -1189074 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1189276.250000 Penalty: 4502.606934
	Iteration 3F: 3 clusters Score -1189276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1189425.750000 Penalty: 4502.606934
	Iteration 4Q: 3 clusters Score -1189426 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1189567.125000 Penalty: 4502.606934
	Iteration 5Q: 3 clusters Score -1189567 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1189704.250000 Penalty: 4502.606934
	Iteration 6Q: 3 clusters Score -1189704 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1189853.375000 Penalty: 4502.606934
	Iteration 7Q: 3 clusters Score -1189853 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1190002.125000 Penalty: 4502.606934
	Iteration 8Q: 3 clusters Score -1190002 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1190169.875000 Penalty: 4502.606934
	Iteration 9Q: 3 clusters Score -1190170 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1190380.625000 Penalty: 4502.606934
	Iteration 10Q: 3 clusters Score -1190381 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1190621.625000 Penalty: 4502.606934
	Iteration 11Q: 3 clusters Score -1190622 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1190877.875000 Penalty: 4502.606934
	Iteration 12Q: 3 clusters Score -1190878 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1191118.375000 Penalty: 4502.606934
	Iteration 13Q: 3 clusters Score -1191118 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1191347.875000 Penalty: 4502.606934
	Iteration 14Q: 3 clusters Score -1191348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1191523.375000 Penalty: 4502.606934
	Iteration 15Q: 3 clusters Score -1191523 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1191645.375000 Penalty: 4502.606934
	Iteration 16Q: 3 clusters Score -1191645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1191717.000000 Penalty: 4502.606934
	Iteration 17Q: 3 clusters Score -1191717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1191775.375000 Penalty: 4502.606934
	Iteration 18Q: 3 clusters Score -1191775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1191810.750000 Penalty: 4502.606934
	Iteration 19Q: 3 clusters Score -1191811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1191829.125000 Penalty: 4502.606934
	Iteration 20F: 3 clusters Score -1191829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1191843.500000 Penalty: 4502.606934
	Iteration 21Q: 3 clusters Score -1191844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1191856.500000 Penalty: 4502.606934
	Iteration 22Q: 3 clusters Score -1191856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1191868.875000 Penalty: 4502.606934
	Iteration 23Q: 3 clusters Score -1191869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1191883.500000 Penalty: 4502.606934
	Iteration 24Q: 3 clusters Score -1191884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1191892.000000 Penalty: 4502.606934
	Iteration 25Q: 3 clusters Score -1191892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1191893.750000 Penalty: 4502.606934
	Iteration 26Q: 3 clusters Score -1191894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1191893.750000 Penalty: 4502.606934
	Iteration 27F: 3 clusters Score -1191894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -921314.687500 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -921314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -915444.437500 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -915444.4 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -916994.562500 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -916994.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -917383.000000 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -917383 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -917828.000000 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -917828 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -918285.125000 Penalty: 4402.696777
	Iteration 4F: 3 clusters Score -918285.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -918750.250000 Penalty: 4402.696777
	Iteration 5F: 3 clusters Score -918750.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -919187.812500 Penalty: 4402.696777
	Iteration 6F: 3 clusters Score -919187.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -919507.312500 Penalty: 4402.696777
	Iteration 7F: 3 clusters Score -919507.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -919712.312500 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -919712.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -919837.687500 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -919837.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -919916.000000 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -919916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -919961.625000 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -919961.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -920004.437500 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -920004.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -920032.500000 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -920032.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -920054.125000 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -920054.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -920065.687500 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -920065.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -920075.562500 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -920075.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -920080.812500 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -920080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -920087.812500 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -920087.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -920089.375000 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -920089.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -920093.375000 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -920093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -920097.562500 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -920097.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -920103.812500 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -920103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -920112.437500 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -920112.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -920116.875000 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -920116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -920122.687500 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -920122.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -920126.625000 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -920126.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -920132.312500 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -920132.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -920138.312500 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -920138.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -920143.187500 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -920143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -920147.812500 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -920147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -920154.937500 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -920154.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -920167.812500 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -920167.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -920174.562500 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -920174.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -920182.500000 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -920182.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -920194.750000 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -920194.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -920203.687500 Penalty: 4402.696777
	Iteration 36Q: 3 clusters Score -920203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -920209.500000 Penalty: 4402.696777
	Iteration 37Q: 3 clusters Score -920209.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -920214.500000 Penalty: 4402.696777
	Iteration 38Q: 3 clusters Score -920214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -920221.062500 Penalty: 4402.696777
	Iteration 39Q: 3 clusters Score -920221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -920226.250000 Penalty: 4402.696777
	Iteration 40F: 3 clusters Score -920226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -920237.125000 Penalty: 4402.696777
	Iteration 41Q: 3 clusters Score -920237.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -920241.687500 Penalty: 4402.696777
	Iteration 42Q: 3 clusters Score -920241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -920245.875000 Penalty: 4402.696777
	Iteration 43Q: 3 clusters Score -920245.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -920248.312500 Penalty: 4402.696777
	Iteration 44Q: 3 clusters Score -920248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -920251.875000 Penalty: 4402.696777
	Iteration 45Q: 3 clusters Score -920251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -920252.125000 Penalty: 4402.696777
	Iteration 46Q: 3 clusters Score -920252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -920252.187500 Penalty: 4402.696777
	Iteration 47Q: 3 clusters Score -920252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -920252.187500 Penalty: 4402.696777
	Iteration 48F: 3 clusters Score -920252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -63159.101562 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -63159.1 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 255 members 
Entering Unmasked Estep 
Score: -61631.765625 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -61631.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61790.898438 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -61790.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61850.746094 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -61850.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61887.242188 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -61887.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61901.195312 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -61901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61910.773438 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -61910.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61914.234375 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -61914.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61917.421875 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -61917.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61917.421875 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -61917.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Entering Unmasked Estep 
Score: -9310299.000000 Penalty: 2768.944092
	Iteration 0F: 2 clusters Score -9310299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -9263073.000000 Penalty: 5537.888184
	Iteration 0F: 3 clusters Score -9263073 nChanged 32965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -9281467.000000 Penalty: 5537.888184
	Iteration 1F: 3 clusters Score -9281467 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -9282105.000000 Penalty: 5537.888184
	Iteration 2Q: 3 clusters Score -9282105 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -9282712.000000 Penalty: 5537.888184
	Iteration 3Q: 3 clusters Score -9282712 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9283295.000000 Penalty: 5537.888184
	Iteration 4Q: 3 clusters Score -9283295 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -9284076.000000 Penalty: 5537.888184
	Iteration 5Q: 3 clusters Score -9284076 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -9284932.000000 Penalty: 5537.888184
	Iteration 6Q: 3 clusters Score -9284932 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -9286168.000000 Penalty: 5537.888184
	Iteration 7Q: 3 clusters Score -9286168 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -9287872.000000 Penalty: 5537.888184
	Iteration 8Q: 3 clusters Score -9287872 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -9290166.000000 Penalty: 5537.888184
	Iteration 9F: 3 clusters Score -9290166 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -9293217.000000 Penalty: 5537.888184
	Iteration 10F: 3 clusters Score -9293217 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -9296249.000000 Penalty: 5537.888184
	Iteration 11F: 3 clusters Score -9296249 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -9299027.000000 Penalty: 5537.888184
	Iteration 12F: 3 clusters Score -9299027 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -9301017.000000 Penalty: 5537.888184
	Iteration 13Q: 3 clusters Score -9301017 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -9302341.000000 Penalty: 5537.888184
	Iteration 14Q: 3 clusters Score -9302341 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -9303320.000000 Penalty: 5537.888184
	Iteration 15Q: 3 clusters Score -9303320 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -9304208.000000 Penalty: 5537.888184
	Iteration 16Q: 3 clusters Score -9304208 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -9305056.000000 Penalty: 5537.888184
	Iteration 17Q: 3 clusters Score -9305056 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -9305670.000000 Penalty: 5537.888184
	Iteration 18Q: 3 clusters Score -9305670 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -9306247.000000 Penalty: 5537.888184
	Iteration 19Q: 3 clusters Score -9306247 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9306729.000000 Penalty: 5537.888184
	Iteration 20F: 3 clusters Score -9306729 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -9307097.000000 Penalty: 5537.888184
	Iteration 21Q: 3 clusters Score -9307097 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -9307397.000000 Penalty: 5537.888184
	Iteration 22Q: 3 clusters Score -9307397 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -9307615.000000 Penalty: 5537.888184
	Iteration 23Q: 3 clusters Score -9307615 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -9307755.000000 Penalty: 5537.888184
	Iteration 24Q: 3 clusters Score -9307755 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -9307905.000000 Penalty: 5537.888184
	Iteration 25Q: 3 clusters Score -9307905 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -9307993.000000 Penalty: 5537.888184
	Iteration 26Q: 3 clusters Score -9307993 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -9308079.000000 Penalty: 5537.888184
	Iteration 27Q: 3 clusters Score -9308079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9308153.000000 Penalty: 5537.888184
	Iteration 28Q: 3 clusters Score -9308153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -9308188.000000 Penalty: 5537.888184
	Iteration 29Q: 3 clusters Score -9308188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9308226.000000 Penalty: 5537.888184
	Iteration 30Q: 3 clusters Score -9308226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9308257.000000 Penalty: 5537.888184
	Iteration 31Q: 3 clusters Score -9308257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9308274.000000 Penalty: 5537.888184
	Iteration 32Q: 3 clusters Score -9308274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9308287.000000 Penalty: 5537.888184
	Iteration 33Q: 3 clusters Score -9308287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9308291.000000 Penalty: 5537.888184
	Iteration 34Q: 3 clusters Score -9308291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -9308313.000000 Penalty: 5537.888184
	Iteration 35Q: 3 clusters Score -9308313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9308326.000000 Penalty: 5537.888184
	Iteration 36Q: 3 clusters Score -9308326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9308330.000000 Penalty: 5537.888184
	Iteration 37Q: 3 clusters Score -9308330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9308353.000000 Penalty: 5537.888184
	Iteration 38Q: 3 clusters Score -9308353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -9308352.000000 Penalty: 5537.888184
	Iteration 39Q: 3 clusters Score -9308352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9308361.000000 Penalty: 5537.888184
	Iteration 40F: 3 clusters Score -9308361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9308363.000000 Penalty: 5537.888184
	Iteration 41Q: 3 clusters Score -9308363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9308373.000000 Penalty: 5537.888184
	Iteration 42Q: 3 clusters Score -9308373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9308364.000000 Penalty: 5537.888184
	Iteration 43Q: 3 clusters Score -9308364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9308373.000000 Penalty: 5537.888184
	Iteration 44Q: 3 clusters Score -9308373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -9308389.000000 Penalty: 5537.888184
	Iteration 45Q: 3 clusters Score -9308389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -9308394.000000 Penalty: 5537.888184
	Iteration 46Q: 3 clusters Score -9308394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9308401.000000 Penalty: 5537.888184
	Iteration 47Q: 3 clusters Score -9308401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9308404.000000 Penalty: 5537.888184
	Iteration 48Q: 3 clusters Score -9308404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9308411.000000 Penalty: 5537.888184
	Iteration 49Q: 3 clusters Score -9308411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -9308409.000000 Penalty: 5537.888184
	Iteration 50Q: 3 clusters Score -9308409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9308409.000000 Penalty: 5537.888184
	Iteration 51Q: 3 clusters Score -9308409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9308422.000000 Penalty: 5537.888184
	Iteration 52Q: 3 clusters Score -9308422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9308427.000000 Penalty: 5537.888184
	Iteration 53Q: 3 clusters Score -9308427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9308429.000000 Penalty: 5537.888184
	Iteration 54Q: 3 clusters Score -9308429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9308423.000000 Penalty: 5537.888184
	Iteration 55Q: 3 clusters Score -9308423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9308427.000000 Penalty: 5537.888184
	Iteration 56Q: 3 clusters Score -9308427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9308406.000000 Penalty: 5537.888184
	Iteration 57Q: 3 clusters Score -9308406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -9308401.000000 Penalty: 5537.888184
	Iteration 58Q: 3 clusters Score -9308401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9308403.000000 Penalty: 5537.888184
	Iteration 59Q: 3 clusters Score -9308403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9308405.000000 Penalty: 5537.888184
	Iteration 60F: 3 clusters Score -9308405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9308405.000000 Penalty: 5537.888184
	Iteration 61Q: 3 clusters Score -9308405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -9308407.000000 Penalty: 5537.888184
	Iteration 62Q: 3 clusters Score -9308407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9308405.000000 Penalty: 5537.888184
	Iteration 63Q: 3 clusters Score -9308405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9308405.000000 Penalty: 5537.888184
	Iteration 64F: 3 clusters Score -9308405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 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 315 members 
Entering Unmasked Estep 
Score: -71140.921875 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71140.92 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71490.984375 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71490.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71716.125000 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71716.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71911.695312 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -71911.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72090.804688 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -72090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72246.210938 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -72246.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72379.101562 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -72379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72472.460938 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -72472.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72537.585938 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -72537.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72603.718750 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -72603.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72667.015625 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72667.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72693.601562 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72705.593750 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -72705.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72705.593750 Penalty: 3185.124756
	Iteration 13F: 3 clusters Score -72705.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Entering Unmasked Estep 
Score: -4046776.500000 Penalty: 2565.901367
	Iteration 0F: 2 clusters Score -4046776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4025588.500000 Penalty: 5131.802734
	Iteration 0F: 3 clusters Score -4025588 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4033503.500000 Penalty: 5131.802734
	Iteration 1F: 3 clusters Score -4033504 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4034527.250000 Penalty: 5131.802734
	Iteration 2F: 3 clusters Score -4034527 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4035925.500000 Penalty: 5131.802734
	Iteration 3F: 3 clusters Score -4035926 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -4037343.250000 Penalty: 5131.802734
	Iteration 4F: 3 clusters Score -4037343 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -4038670.000000 Penalty: 5131.802734
	Iteration 5F: 3 clusters Score -4038670 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4040069.000000 Penalty: 5131.802734
	Iteration 6F: 3 clusters Score -4040069 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -4041515.250000 Penalty: 5131.802734
	Iteration 7F: 3 clusters Score -4041515 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4042803.500000 Penalty: 5131.802734
	Iteration 8Q: 3 clusters Score -4042804 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4043788.000000 Penalty: 5131.802734
	Iteration 9Q: 3 clusters Score -4043788 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4044385.250000 Penalty: 5131.802734
	Iteration 10Q: 3 clusters Score -4044385 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4044747.250000 Penalty: 5131.802734
	Iteration 11Q: 3 clusters Score -4044747 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4044967.750000 Penalty: 5131.802734
	Iteration 12Q: 3 clusters Score -4044968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4045082.500000 Penalty: 5131.802734
	Iteration 13Q: 3 clusters Score -4045082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4045146.500000 Penalty: 5131.802734
	Iteration 14Q: 3 clusters Score -4045146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4045188.000000 Penalty: 5131.802734
	Iteration 15Q: 3 clusters Score -4045188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4045226.500000 Penalty: 5131.802734
	Iteration 16Q: 3 clusters Score -4045226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4045257.000000 Penalty: 5131.802734
	Iteration 17Q: 3 clusters Score -4045257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4045270.750000 Penalty: 5131.802734
	Iteration 18Q: 3 clusters Score -4045271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4045276.500000 Penalty: 5131.802734
	Iteration 19Q: 3 clusters Score -4045276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4045288.750000 Penalty: 5131.802734
	Iteration 20F: 3 clusters Score -4045289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4045282.750000 Penalty: 5131.802734
	Iteration 21Q: 3 clusters Score -4045283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4045290.250000 Penalty: 5131.802734
	Iteration 22Q: 3 clusters Score -4045290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4045299.000000 Penalty: 5131.802734
	Iteration 23Q: 3 clusters Score -4045299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4045297.250000 Penalty: 5131.802734
	Iteration 24Q: 3 clusters Score -4045297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4045294.500000 Penalty: 5131.802734
	Iteration 25Q: 3 clusters Score -4045294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4045296.750000 Penalty: 5131.802734
	Iteration 26Q: 3 clusters Score -4045297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4045301.750000 Penalty: 5131.802734
	Iteration 27Q: 3 clusters Score -4045302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4045295.250000 Penalty: 5131.802734
	Iteration 28Q: 3 clusters Score -4045295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4045299.750000 Penalty: 5131.802734
	Iteration 29Q: 3 clusters Score -4045300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4045314.500000 Penalty: 5131.802734
	Iteration 30Q: 3 clusters Score -4045314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4045311.250000 Penalty: 5131.802734
	Iteration 31Q: 3 clusters Score -4045311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4045311.750000 Penalty: 5131.802734
	Iteration 32Q: 3 clusters Score -4045312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4045314.500000 Penalty: 5131.802734
	Iteration 33Q: 3 clusters Score -4045314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4045316.000000 Penalty: 5131.802734
	Iteration 34Q: 3 clusters Score -4045316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4045322.250000 Penalty: 5131.802734
	Iteration 35Q: 3 clusters Score -4045322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4045321.750000 Penalty: 5131.802734
	Iteration 36Q: 3 clusters Score -4045322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4045322.500000 Penalty: 5131.802734
	Iteration 37Q: 3 clusters Score -4045322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4045328.250000 Penalty: 5131.802734
	Iteration 38Q: 3 clusters Score -4045328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4045326.500000 Penalty: 5131.802734
	Iteration 39Q: 3 clusters Score -4045326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4045333.250000 Penalty: 5131.802734
	Iteration 40F: 3 clusters Score -4045333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4045332.000000 Penalty: 5131.802734
	Iteration 41Q: 3 clusters Score -4045332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4045332.500000 Penalty: 5131.802734
	Iteration 42Q: 3 clusters Score -4045332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4045332.500000 Penalty: 5131.802734
	Iteration 43Q: 3 clusters Score -4045332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4045332.500000 Penalty: 5131.802734
	Iteration 44F: 3 clusters Score -4045332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 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 287 members 
Entering Unmasked Estep 
Score: -72316.664062 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72316.66 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72822.812500 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72822.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73375.187500 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -73375.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -73536.648438 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -73536.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -73652.468750 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -73652.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -73728.765625 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73728.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -73836.406250 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73836.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -73996.609375 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73996.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -74192.062500 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -74192.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -74228.640625 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -74228.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -74244.640625 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -74244.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -74269.179688 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -74269.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -74286.757812 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -74286.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -74297.468750 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -74297.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -74327.046875 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -74327.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -74390.507812 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -74390.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -74400.781250 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -74400.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -74400.781250 Penalty: 3209.516602
	Iteration 17F: 3 clusters Score -74400.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171935 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 147739 members 
Mstep: Class 7 contains 130530 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172242 members 
Mstep: Class 10 contains 45576 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 154 members 
Entering Unmasked Estep 
Score: -126427016.000000 Penalty: 92212.148438
Splitting cluster 22 changes total score from -126428432.000000 to -126427016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 106 members 
Entering Unmasked Estep 
Score: -19593.640625 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19593.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19708.683594 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19708.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19711.388672 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19711.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19716.990234 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19716.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19734.812500 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19734.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19765.277344 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19765.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19835.656250 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -19835.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19853.521484 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -19853.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19859.576172 Penalty: 2630.439209
	Iteration 8Q: 3 clusters Score -19859.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19859.576172 Penalty: 2630.439209
	Iteration 9F: 3 clusters Score -19859.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -78901.148438 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -78901.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -77291.820312 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -77291.82 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77736.078125 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -77736.08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77983.312500 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -77983.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78220.343750 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -78220.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78349.789062 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -78349.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -78403.937500 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -78403.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78449.523438 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -78449.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78462.109375 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -78462.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -78473.601562 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -78473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78484.281250 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -78484.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78498.671875 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -78498.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78503.421875 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -78503.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78508.375000 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -78508.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78511.210938 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -78511.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78511.210938 Penalty: 3299.820068
	Iteration 14F: 3 clusters Score -78511.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -219847.296875 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -219847.3 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 865 members 
Entering Unmasked Estep 
Score: -217420.265625 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -217420.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -217840.562500 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -217840.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -217970.578125 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -217970.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -218060.250000 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -218060.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -218121.000000 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -218121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -218170.109375 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -218170.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218206.078125 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -218206.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218242.468750 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -218242.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218277.000000 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -218277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218317.468750 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -218317.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -218350.343750 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -218350.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218391.875000 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -218391.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218463.734375 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -218463.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -218544.093750 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -218544.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218610.750000 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -218610.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218683.390625 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -218683.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -218743.703125 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -218743.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -218786.453125 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -218786.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -218813.281250 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -218813.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -218832.265625 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -218832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -218848.218750 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -218848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -218861.984375 Penalty: 3702.680908
	Iteration 21Q: 3 clusters Score -218862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -218867.437500 Penalty: 3702.680908
	Iteration 22Q: 3 clusters Score -218867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -218871.640625 Penalty: 3702.680908
	Iteration 23Q: 3 clusters Score -218871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -218875.218750 Penalty: 3702.680908
	Iteration 24Q: 3 clusters Score -218875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -218880.421875 Penalty: 3702.680908
	Iteration 25Q: 3 clusters Score -218880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -218884.156250 Penalty: 3702.680908
	Iteration 26Q: 3 clusters Score -218884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -218889.625000 Penalty: 3702.680908
	Iteration 27Q: 3 clusters Score -218889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -218895.406250 Penalty: 3702.680908
	Iteration 28Q: 3 clusters Score -218895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -218896.265625 Penalty: 3702.680908
	Iteration 29Q: 3 clusters Score -218896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -218896.265625 Penalty: 3702.680908
	Iteration 30F: 3 clusters Score -218896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 108 members 
Entering Unmasked Estep 
Score: -19094.285156 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19094.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19152.812500 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19152.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19165.593750 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19165.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19179.093750 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19179.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19179.093750 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19179.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171935 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 147739 members 
Mstep: Class 7 contains 130530 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172242 members 
Mstep: Class 10 contains 45576 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 399Q: 27 clusters Score -1.264283e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171930 members 
Mstep: Class 5 contains 24496 members 
Mstep: Class 6 contains 147752 members 
Mstep: Class 7 contains 130522 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172226 members 
Mstep: Class 10 contains 45585 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428352.000000 Penalty: 88796.882812
Iteration 400F: 27 clusters Score -1.264284e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171927 members 
Mstep: Class 5 contains 24495 members 
Mstep: Class 6 contains 147759 members 
Mstep: Class 7 contains 130513 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172229 members 
Mstep: Class 10 contains 45588 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49078 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70623 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 401Q: 27 clusters Score -1.264283e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171933 members 
Mstep: Class 5 contains 24495 members 
Mstep: Class 6 contains 147762 members 
Mstep: Class 7 contains 130497 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172234 members 
Mstep: Class 10 contains 45589 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49077 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 402Q: 27 clusters Score -1.264284e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171936 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 147765 members 
Mstep: Class 7 contains 130486 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172232 members 
Mstep: Class 10 contains 45592 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49077 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70623 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 403Q: 27 clusters Score -1.264283e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171936 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 147777 members 
Mstep: Class 7 contains 130476 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172227 members 
Mstep: Class 10 contains 45601 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49076 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70624 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 404Q: 27 clusters Score -1.264283e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 171937 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 147795 members 
Mstep: Class 7 contains 130463 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172215 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70623 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428400.000000 Penalty: 88796.882812
Iteration 405Q: 27 clusters Score -1.264284e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 171944 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 147805 members 
Mstep: Class 7 contains 130448 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172204 members 
Mstep: Class 10 contains 45608 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49076 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70630 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 406Q: 27 clusters Score -1.264283e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171947 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147828 members 
Mstep: Class 7 contains 130434 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172181 members 
Mstep: Class 10 contains 45609 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70634 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428376.000000 Penalty: 88796.882812
Iteration 407Q: 27 clusters Score -1.264284e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171950 members 
Mstep: Class 5 contains 24501 members 
Mstep: Class 6 contains 147842 members 
Mstep: Class 7 contains 130421 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172168 members 
Mstep: Class 10 contains 45611 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49073 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8770 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70639 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428376.000000 Penalty: 88796.882812
Iteration 408Q: 27 clusters Score -1.264284e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171945 members 
Mstep: Class 5 contains 24500 members 
Mstep: Class 6 contains 147858 members 
Mstep: Class 7 contains 130412 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172155 members 
Mstep: Class 10 contains 45613 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49074 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70640 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 409Q: 27 clusters Score -1.264283e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171949 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147863 members 
Mstep: Class 7 contains 130397 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172153 members 
Mstep: Class 10 contains 45616 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70642 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 410Q: 27 clusters Score -1.264283e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171952 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 147873 members 
Mstep: Class 7 contains 130379 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172148 members 
Mstep: Class 10 contains 45627 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70644 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 411Q: 27 clusters Score -1.264283e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171951 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 147883 members 
Mstep: Class 7 contains 130368 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172138 members 
Mstep: Class 10 contains 45634 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49073 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70648 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31141 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 412Q: 27 clusters Score -1.264283e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171947 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147889 members 
Mstep: Class 7 contains 130365 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172128 members 
Mstep: Class 10 contains 45636 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49071 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70648 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 413Q: 27 clusters Score -1.264284e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171946 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 147898 members 
Mstep: Class 7 contains 130358 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172112 members 
Mstep: Class 10 contains 45640 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49070 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8786 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70652 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428408.000000 Penalty: 88796.882812
Iteration 414Q: 27 clusters Score -1.264284e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171950 members 
Mstep: Class 5 contains 24500 members 
Mstep: Class 6 contains 147903 members 
Mstep: Class 7 contains 130353 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172101 members 
Mstep: Class 10 contains 45640 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49068 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8786 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70653 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428424.000000 Penalty: 88796.882812
Iteration 415Q: 27 clusters Score -1.264284e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171956 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 147909 members 
Mstep: Class 7 contains 130344 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172090 members 
Mstep: Class 10 contains 45642 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49065 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70657 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428336.000000 Penalty: 88796.882812
Iteration 416Q: 27 clusters Score -1.264283e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171952 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 147909 members 
Mstep: Class 7 contains 130339 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172096 members 
Mstep: Class 10 contains 45644 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49062 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70661 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 88796.882812
Iteration 417Q: 27 clusters Score -1.264284e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171950 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 147911 members 
Mstep: Class 7 contains 130336 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 172097 members 
Mstep: Class 10 contains 45645 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49057 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70663 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428336.000000 Penalty: 88796.882812
Iteration 418Q: 27 clusters Score -1.264283e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171953 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 147916 members 
Mstep: Class 7 contains 130335 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 172091 members 
Mstep: Class 10 contains 45647 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49056 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70662 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 419Q: 27 clusters Score -1.264283e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171951 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 147927 members 
Mstep: Class 7 contains 130331 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172079 members 
Mstep: Class 10 contains 45651 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49055 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70662 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428352.000000 Penalty: 88796.882812
Iteration 420F: 27 clusters Score -1.264284e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171949 members 
Mstep: Class 5 contains 24507 members 
Mstep: Class 6 contains 147938 members 
Mstep: Class 7 contains 130329 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172067 members 
Mstep: Class 10 contains 45652 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49055 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70664 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428304.000000 Penalty: 88796.882812
Iteration 421Q: 27 clusters Score -1.264283e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171948 members 
Mstep: Class 5 contains 24509 members 
Mstep: Class 6 contains 147943 members 
Mstep: Class 7 contains 130327 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 172059 members 
Mstep: Class 10 contains 45652 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49057 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70665 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 422Q: 27 clusters Score -1.264283e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171951 members 
Mstep: Class 5 contains 24507 members 
Mstep: Class 6 contains 147947 members 
Mstep: Class 7 contains 130325 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172052 members 
Mstep: Class 10 contains 45655 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49056 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70668 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428320.000000 Penalty: 88796.882812
Iteration 423Q: 27 clusters Score -1.264283e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171952 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 147950 members 
Mstep: Class 7 contains 130326 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172051 members 
Mstep: Class 10 contains 45656 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49055 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70667 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31143 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 424Q: 27 clusters Score -1.264283e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171952 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 147958 members 
Mstep: Class 7 contains 130326 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172043 members 
Mstep: Class 10 contains 45656 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49057 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70665 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31143 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 425Q: 27 clusters Score -1.264283e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171951 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 147967 members 
Mstep: Class 7 contains 130324 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172034 members 
Mstep: Class 10 contains 45660 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49058 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70663 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31143 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 426Q: 27 clusters Score -1.264283e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171944 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 147974 members 
Mstep: Class 7 contains 130322 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172027 members 
Mstep: Class 10 contains 45667 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49059 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70662 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31143 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428224.000000 Penalty: 88796.882812
Iteration 427Q: 27 clusters Score -1.264282e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171942 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 147974 members 
Mstep: Class 7 contains 130322 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172023 members 
Mstep: Class 10 contains 45674 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49058 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70662 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428224.000000 Penalty: 88796.882812
Iteration 428Q: 27 clusters Score -1.264282e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171937 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 147977 members 
Mstep: Class 7 contains 130318 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172022 members 
Mstep: Class 10 contains 45682 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49056 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70663 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428136.000000 Penalty: 88796.882812
Iteration 429Q: 27 clusters Score -1.264281e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171927 members 
Mstep: Class 5 contains 24506 members 
Mstep: Class 6 contains 147985 members 
Mstep: Class 7 contains 130310 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172024 members 
Mstep: Class 10 contains 45688 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49054 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70662 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428160.000000 Penalty: 88796.882812
Iteration 430Q: 27 clusters Score -1.264282e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171923 members 
Mstep: Class 5 contains 24507 members 
Mstep: Class 6 contains 147987 members 
Mstep: Class 7 contains 130303 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172026 members 
Mstep: Class 10 contains 45697 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49053 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70661 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31140 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428208.000000 Penalty: 88796.882812
Iteration 431Q: 27 clusters Score -1.264282e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171914 members 
Mstep: Class 5 contains 24507 members 
Mstep: Class 6 contains 147990 members 
Mstep: Class 7 contains 130293 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172032 members 
Mstep: Class 10 contains 45704 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49054 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70661 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428136.000000 Penalty: 88796.882812
Iteration 432Q: 27 clusters Score -1.264281e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171915 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 147992 members 
Mstep: Class 7 contains 130280 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172036 members 
Mstep: Class 10 contains 45704 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49053 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70664 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428184.000000 Penalty: 88796.882812
Iteration 433Q: 27 clusters Score -1.264282e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171912 members 
Mstep: Class 5 contains 24510 members 
Mstep: Class 6 contains 147996 members 
Mstep: Class 7 contains 130276 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172028 members 
Mstep: Class 10 contains 45710 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49053 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70665 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428176.000000 Penalty: 88796.882812
Iteration 434Q: 27 clusters Score -1.264282e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171907 members 
Mstep: Class 5 contains 24511 members 
Mstep: Class 6 contains 148000 members 
Mstep: Class 7 contains 130270 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172030 members 
Mstep: Class 10 contains 45713 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 49050 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428216.000000 Penalty: 88796.882812
Iteration 435Q: 27 clusters Score -1.264282e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171901 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148002 members 
Mstep: Class 7 contains 130270 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172027 members 
Mstep: Class 10 contains 45719 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 436Q: 27 clusters Score -1.264283e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171902 members 
Mstep: Class 5 contains 24511 members 
Mstep: Class 6 contains 148010 members 
Mstep: Class 7 contains 130265 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172019 members 
Mstep: Class 10 contains 45726 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 437Q: 27 clusters Score -1.264283e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171901 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148012 members 
Mstep: Class 7 contains 130259 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172013 members 
Mstep: Class 10 contains 45735 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428216.000000 Penalty: 88796.882812
Iteration 438Q: 27 clusters Score -1.264282e+08 nChanged 16
Entering ConstructFrom: 
Score: -126428216.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Entering Unmasked Estep 
Score: -5497111.000000 Penalty: 2629.153076
	Iteration 0F: 2 clusters Score -5497111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5470023.500000 Penalty: 5258.306152
	Iteration 0F: 3 clusters Score -5470024 nChanged 18256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5480266.000000 Penalty: 5258.306152
	Iteration 1F: 3 clusters Score -5480266 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5481014.500000 Penalty: 5258.306152
	Iteration 2Q: 3 clusters Score -5481014 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5481928.500000 Penalty: 5258.306152
	Iteration 3Q: 3 clusters Score -5481928 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5483211.500000 Penalty: 5258.306152
	Iteration 4F: 3 clusters Score -5483212 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5485035.000000 Penalty: 5258.306152
	Iteration 5F: 3 clusters Score -5485035 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5487413.500000 Penalty: 5258.306152
	Iteration 6F: 3 clusters Score -5487414 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -5490016.500000 Penalty: 5258.306152
	Iteration 7F: 3 clusters Score -5490016 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -5491939.000000 Penalty: 5258.306152
	Iteration 8F: 3 clusters Score -5491939 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -5493166.000000 Penalty: 5258.306152
	Iteration 9Q: 3 clusters Score -5493166 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5493657.500000 Penalty: 5258.306152
	Iteration 10Q: 3 clusters Score -5493658 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -5493895.500000 Penalty: 5258.306152
	Iteration 11Q: 3 clusters Score -5493896 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5494037.000000 Penalty: 5258.306152
	Iteration 12Q: 3 clusters Score -5494037 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5494157.500000 Penalty: 5258.306152
	Iteration 13Q: 3 clusters Score -5494158 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -5494236.500000 Penalty: 5258.306152
	Iteration 14Q: 3 clusters Score -5494236 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -5494299.500000 Penalty: 5258.306152
	Iteration 15Q: 3 clusters Score -5494300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5494363.500000 Penalty: 5258.306152
	Iteration 16Q: 3 clusters Score -5494364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5494405.000000 Penalty: 5258.306152
	Iteration 17Q: 3 clusters Score -5494405 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5494435.000000 Penalty: 5258.306152
	Iteration 18Q: 3 clusters Score -5494435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -5494491.000000 Penalty: 5258.306152
	Iteration 19Q: 3 clusters Score -5494491 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5494521.000000 Penalty: 5258.306152
	Iteration 20F: 3 clusters Score -5494521 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -5494559.000000 Penalty: 5258.306152
	Iteration 21Q: 3 clusters Score -5494559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5494572.000000 Penalty: 5258.306152
	Iteration 22Q: 3 clusters Score -5494572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -5494612.000000 Penalty: 5258.306152
	Iteration 23Q: 3 clusters Score -5494612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5494640.500000 Penalty: 5258.306152
	Iteration 24Q: 3 clusters Score -5494640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5494672.500000 Penalty: 5258.306152
	Iteration 25Q: 3 clusters Score -5494672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5494684.000000 Penalty: 5258.306152
	Iteration 26Q: 3 clusters Score -5494684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -5494699.000000 Penalty: 5258.306152
	Iteration 27Q: 3 clusters Score -5494699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -5494710.500000 Penalty: 5258.306152
	Iteration 28Q: 3 clusters Score -5494710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5494729.000000 Penalty: 5258.306152
	Iteration 29Q: 3 clusters Score -5494729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5494748.000000 Penalty: 5258.306152
	Iteration 30Q: 3 clusters Score -5494748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5494775.500000 Penalty: 5258.306152
	Iteration 31Q: 3 clusters Score -5494776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5494774.000000 Penalty: 5258.306152
	Iteration 32Q: 3 clusters Score -5494774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5494782.000000 Penalty: 5258.306152
	Iteration 33Q: 3 clusters Score -5494782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5494792.000000 Penalty: 5258.306152
	Iteration 34Q: 3 clusters Score -5494792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5494789.000000 Penalty: 5258.306152
	Iteration 35Q: 3 clusters Score -5494789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -5494796.500000 Penalty: 5258.306152
	Iteration 36Q: 3 clusters Score -5494796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -5494811.000000 Penalty: 5258.306152
	Iteration 37Q: 3 clusters Score -5494811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5494823.000000 Penalty: 5258.306152
	Iteration 38Q: 3 clusters Score -5494823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -5494821.000000 Penalty: 5258.306152
	Iteration 39Q: 3 clusters Score -5494821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5494831.500000 Penalty: 5258.306152
	Iteration 40F: 3 clusters Score -5494832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5494838.500000 Penalty: 5258.306152
	Iteration 41Q: 3 clusters Score -5494838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5494844.000000 Penalty: 5258.306152
	Iteration 42Q: 3 clusters Score -5494844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5494847.500000 Penalty: 5258.306152
	Iteration 43Q: 3 clusters Score -5494848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5494849.000000 Penalty: 5258.306152
	Iteration 44Q: 3 clusters Score -5494849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5494846.500000 Penalty: 5258.306152
	Iteration 45Q: 3 clusters Score -5494846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5494850.000000 Penalty: 5258.306152
	Iteration 46Q: 3 clusters Score -5494850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5494852.000000 Penalty: 5258.306152
	Iteration 47Q: 3 clusters Score -5494852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5494868.500000 Penalty: 5258.306152
	Iteration 48Q: 3 clusters Score -5494868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5494874.000000 Penalty: 5258.306152
	Iteration 49Q: 3 clusters Score -5494874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5494870.500000 Penalty: 5258.306152
	Iteration 50Q: 3 clusters Score -5494870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5494876.000000 Penalty: 5258.306152
	Iteration 51Q: 3 clusters Score -5494876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5494870.000000 Penalty: 5258.306152
	Iteration 52Q: 3 clusters Score -5494870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5494881.000000 Penalty: 5258.306152
	Iteration 53Q: 3 clusters Score -5494881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5494890.000000 Penalty: 5258.306152
	Iteration 54Q: 3 clusters Score -5494890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5494886.500000 Penalty: 5258.306152
	Iteration 55Q: 3 clusters Score -5494886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -5494888.500000 Penalty: 5258.306152
	Iteration 56Q: 3 clusters Score -5494888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -5494890.500000 Penalty: 5258.306152
	Iteration 57Q: 3 clusters Score -5494890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -5494903.500000 Penalty: 5258.306152
	Iteration 58Q: 3 clusters Score -5494904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5494903.000000 Penalty: 5258.306152
	Iteration 59Q: 3 clusters Score -5494903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5494911.000000 Penalty: 5258.306152
	Iteration 60F: 3 clusters Score -5494911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5494903.500000 Penalty: 5258.306152
	Iteration 61Q: 3 clusters Score -5494904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5494908.000000 Penalty: 5258.306152
	Iteration 62Q: 3 clusters Score -5494908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -5494905.500000 Penalty: 5258.306152
	Iteration 63Q: 3 clusters Score -5494906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -5494907.000000 Penalty: 5258.306152
	Iteration 64Q: 3 clusters Score -5494907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -5494907.500000 Penalty: 5258.306152
	Iteration 65Q: 3 clusters Score -5494908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5494905.000000 Penalty: 5258.306152
	Iteration 66Q: 3 clusters Score -5494905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5494899.500000 Penalty: 5258.306152
	Iteration 67Q: 3 clusters Score -5494900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5494907.500000 Penalty: 5258.306152
	Iteration 68Q: 3 clusters Score -5494908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -5494908.500000 Penalty: 5258.306152
	Iteration 69Q: 3 clusters Score -5494908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5494913.500000 Penalty: 5258.306152
	Iteration 70Q: 3 clusters Score -5494914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5494913.000000 Penalty: 5258.306152
	Iteration 71Q: 3 clusters Score -5494913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5494925.000000 Penalty: 5258.306152
	Iteration 72Q: 3 clusters Score -5494925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5494924.500000 Penalty: 5258.306152
	Iteration 73Q: 3 clusters Score -5494924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5494925.500000 Penalty: 5258.306152
	Iteration 74Q: 3 clusters Score -5494926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5494923.000000 Penalty: 5258.306152
	Iteration 75Q: 3 clusters Score -5494923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5494924.500000 Penalty: 5258.306152
	Iteration 76Q: 3 clusters Score -5494924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -5494928.500000 Penalty: 5258.306152
	Iteration 77Q: 3 clusters Score -5494928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5494925.500000 Penalty: 5258.306152
	Iteration 78Q: 3 clusters Score -5494926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5494924.500000 Penalty: 5258.306152
	Iteration 79Q: 3 clusters Score -5494924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -5494928.000000 Penalty: 5258.306152
	Iteration 80F: 3 clusters Score -5494928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5494934.000000 Penalty: 5258.306152
	Iteration 81Q: 3 clusters Score -5494934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5494933.000000 Penalty: 5258.306152
	Iteration 82Q: 3 clusters Score -5494933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5494933.000000 Penalty: 5258.306152
	Iteration 83Q: 3 clusters Score -5494933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -5494940.000000 Penalty: 5258.306152
	Iteration 84Q: 3 clusters Score -5494940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5494939.500000 Penalty: 5258.306152
	Iteration 85Q: 3 clusters Score -5494940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5494938.000000 Penalty: 5258.306152
	Iteration 86Q: 3 clusters Score -5494938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -5494940.000000 Penalty: 5258.306152
	Iteration 87Q: 3 clusters Score -5494940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5494947.000000 Penalty: 5258.306152
	Iteration 88Q: 3 clusters Score -5494947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5494943.500000 Penalty: 5258.306152
	Iteration 89Q: 3 clusters Score -5494944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5494946.500000 Penalty: 5258.306152
	Iteration 90Q: 3 clusters Score -5494946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -5494947.000000 Penalty: 5258.306152
	Iteration 91Q: 3 clusters Score -5494947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5494943.500000 Penalty: 5258.306152
	Iteration 92Q: 3 clusters Score -5494944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5494947.500000 Penalty: 5258.306152
	Iteration 93Q: 3 clusters Score -5494948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5494944.000000 Penalty: 5258.306152
	Iteration 94Q: 3 clusters Score -5494944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5494947.000000 Penalty: 5258.306152
	Iteration 95Q: 3 clusters Score -5494947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5494949.500000 Penalty: 5258.306152
	Iteration 96Q: 3 clusters Score -5494950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5494950.000000 Penalty: 5258.306152
	Iteration 97Q: 3 clusters Score -5494950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5494950.000000 Penalty: 5258.306152
	Iteration 98F: 3 clusters Score -5494950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -963468.312500 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -963468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -957383.750000 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -957383.8 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -959030.500000 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -959030.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -959313.625000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -959313.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -959510.375000 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -959510.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -959669.062500 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -959669.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -959810.062500 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -959810.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -959943.875000 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -959943.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -960086.062500 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -960086.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -960203.687500 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -960203.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -960339.500000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -960339.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -960502.125000 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -960502.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -960656.250000 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -960656.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -960818.750000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -960818.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -960952.375000 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -960952.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -961055.250000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -961055.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -961145.062500 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -961145.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -961213.000000 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -961213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -961284.312500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -961284.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -961358.750000 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -961358.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -961418.250000 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -961418.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -961460.125000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -961460.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -961491.312500 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -961491.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -961513.125000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -961513.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -961529.187500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -961529.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -961549.812500 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -961549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -961561.625000 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -961561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -961582.625000 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -961582.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -961602.062500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -961602.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -961613.125000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -961613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -961619.250000 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -961619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -961629.812500 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -961629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -961644.187500 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -961644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -961645.875000 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -961645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -961650.375000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -961650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -961653.937500 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -961653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -961656.875000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -961656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -961659.375000 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -961659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -961662.000000 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -961662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -961663.812500 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -961663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -961663.812500 Penalty: 4419.583496
	Iteration 39F: 3 clusters Score -961663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -1134093.250000 Penalty: 2255.876221
	Iteration 0F: 2 clusters Score -1134093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1127042.250000 Penalty: 4511.752441
	Iteration 0F: 3 clusters Score -1127042 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1129073.625000 Penalty: 4511.752441
	Iteration 1F: 3 clusters Score -1129074 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1129326.125000 Penalty: 4511.752441
	Iteration 2F: 3 clusters Score -1129326 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1129499.250000 Penalty: 4511.752441
	Iteration 3Q: 3 clusters Score -1129499 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1129623.250000 Penalty: 4511.752441
	Iteration 4Q: 3 clusters Score -1129623 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1129737.125000 Penalty: 4511.752441
	Iteration 5Q: 3 clusters Score -1129737 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1129839.250000 Penalty: 4511.752441
	Iteration 6Q: 3 clusters Score -1129839 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1129945.875000 Penalty: 4511.752441
	Iteration 7Q: 3 clusters Score -1129946 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1130045.125000 Penalty: 4511.752441
	Iteration 8Q: 3 clusters Score -1130045 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1130140.875000 Penalty: 4511.752441
	Iteration 9Q: 3 clusters Score -1130141 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1130223.375000 Penalty: 4511.752441
	Iteration 10Q: 3 clusters Score -1130223 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1130302.125000 Penalty: 4511.752441
	Iteration 11Q: 3 clusters Score -1130302 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1130387.375000 Penalty: 4511.752441
	Iteration 12Q: 3 clusters Score -1130387 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1130465.500000 Penalty: 4511.752441
	Iteration 13Q: 3 clusters Score -1130466 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1130540.000000 Penalty: 4511.752441
	Iteration 14Q: 3 clusters Score -1130540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1130614.375000 Penalty: 4511.752441
	Iteration 15Q: 3 clusters Score -1130614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1130673.625000 Penalty: 4511.752441
	Iteration 16Q: 3 clusters Score -1130674 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1130735.375000 Penalty: 4511.752441
	Iteration 17Q: 3 clusters Score -1130735 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1130794.875000 Penalty: 4511.752441
	Iteration 18Q: 3 clusters Score -1130795 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1130847.625000 Penalty: 4511.752441
	Iteration 19Q: 3 clusters Score -1130848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1130913.375000 Penalty: 4511.752441
	Iteration 20F: 3 clusters Score -1130913 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1130990.125000 Penalty: 4511.752441
	Iteration 21Q: 3 clusters Score -1130990 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1131073.000000 Penalty: 4511.752441
	Iteration 22Q: 3 clusters Score -1131073 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1131157.000000 Penalty: 4511.752441
	Iteration 23Q: 3 clusters Score -1131157 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1131251.000000 Penalty: 4511.752441
	Iteration 24Q: 3 clusters Score -1131251 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1131380.750000 Penalty: 4511.752441
	Iteration 25Q: 3 clusters Score -1131381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1131504.375000 Penalty: 4511.752441
	Iteration 26Q: 3 clusters Score -1131504 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1131619.875000 Penalty: 4511.752441
	Iteration 27Q: 3 clusters Score -1131620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1131714.750000 Penalty: 4511.752441
	Iteration 28Q: 3 clusters Score -1131715 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1131771.500000 Penalty: 4511.752441
	Iteration 29Q: 3 clusters Score -1131772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1131822.125000 Penalty: 4511.752441
	Iteration 30Q: 3 clusters Score -1131822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1131851.500000 Penalty: 4511.752441
	Iteration 31Q: 3 clusters Score -1131852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1131885.125000 Penalty: 4511.752441
	Iteration 32Q: 3 clusters Score -1131885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1131905.500000 Penalty: 4511.752441
	Iteration 33Q: 3 clusters Score -1131906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1131924.750000 Penalty: 4511.752441
	Iteration 34Q: 3 clusters Score -1131925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1131937.500000 Penalty: 4511.752441
	Iteration 35Q: 3 clusters Score -1131938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1131946.500000 Penalty: 4511.752441
	Iteration 36Q: 3 clusters Score -1131946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1131955.500000 Penalty: 4511.752441
	Iteration 37Q: 3 clusters Score -1131956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1131963.500000 Penalty: 4511.752441
	Iteration 38Q: 3 clusters Score -1131964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1131965.500000 Penalty: 4511.752441
	Iteration 39Q: 3 clusters Score -1131966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1131972.125000 Penalty: 4511.752441
	Iteration 40F: 3 clusters Score -1131972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1131975.500000 Penalty: 4511.752441
	Iteration 41Q: 3 clusters Score -1131976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1131980.125000 Penalty: 4511.752441
	Iteration 42Q: 3 clusters Score -1131980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1131983.250000 Penalty: 4511.752441
	Iteration 43Q: 3 clusters Score -1131983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1131986.750000 Penalty: 4511.752441
	Iteration 44Q: 3 clusters Score -1131987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1131990.875000 Penalty: 4511.752441
	Iteration 45Q: 3 clusters Score -1131991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1131995.250000 Penalty: 4511.752441
	Iteration 46Q: 3 clusters Score -1131995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1132001.375000 Penalty: 4511.752441
	Iteration 47Q: 3 clusters Score -1132001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1132003.500000 Penalty: 4511.752441
	Iteration 48Q: 3 clusters Score -1132004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1132006.625000 Penalty: 4511.752441
	Iteration 49Q: 3 clusters Score -1132007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1132009.125000 Penalty: 4511.752441
	Iteration 50Q: 3 clusters Score -1132009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1132011.125000 Penalty: 4511.752441
	Iteration 51Q: 3 clusters Score -1132011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1132016.000000 Penalty: 4511.752441
	Iteration 52Q: 3 clusters Score -1132016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1132020.250000 Penalty: 4511.752441
	Iteration 53Q: 3 clusters Score -1132020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1132019.250000 Penalty: 4511.752441
	Iteration 54Q: 3 clusters Score -1132019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1132026.000000 Penalty: 4511.752441
	Iteration 55Q: 3 clusters Score -1132026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1132030.750000 Penalty: 4511.752441
	Iteration 56Q: 3 clusters Score -1132031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1132030.250000 Penalty: 4511.752441
	Iteration 57Q: 3 clusters Score -1132030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1132038.500000 Penalty: 4511.752441
	Iteration 58Q: 3 clusters Score -1132038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1132043.500000 Penalty: 4511.752441
	Iteration 59Q: 3 clusters Score -1132044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1132051.125000 Penalty: 4511.752441
	Iteration 60F: 3 clusters Score -1132051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1132057.625000 Penalty: 4511.752441
	Iteration 61Q: 3 clusters Score -1132058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1132064.250000 Penalty: 4511.752441
	Iteration 62Q: 3 clusters Score -1132064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1132064.125000 Penalty: 4511.752441
	Iteration 63Q: 3 clusters Score -1132064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1132064.125000 Penalty: 4511.752441
	Iteration 64Q: 3 clusters Score -1132064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1132069.000000 Penalty: 4511.752441
	Iteration 65Q: 3 clusters Score -1132069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1132067.250000 Penalty: 4511.752441
	Iteration 66Q: 3 clusters Score -1132067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1132068.250000 Penalty: 4511.752441
	Iteration 67Q: 3 clusters Score -1132068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1132069.250000 Penalty: 4511.752441
	Iteration 68Q: 3 clusters Score -1132069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1132067.375000 Penalty: 4511.752441
	Iteration 69Q: 3 clusters Score -1132067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1132069.625000 Penalty: 4511.752441
	Iteration 70Q: 3 clusters Score -1132070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1132072.125000 Penalty: 4511.752441
	Iteration 71Q: 3 clusters Score -1132072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1132071.125000 Penalty: 4511.752441
	Iteration 72Q: 3 clusters Score -1132071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1132071.000000 Penalty: 4511.752441
	Iteration 73Q: 3 clusters Score -1132071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1132070.750000 Penalty: 4511.752441
	Iteration 74Q: 3 clusters Score -1132071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1132072.500000 Penalty: 4511.752441
	Iteration 75Q: 3 clusters Score -1132072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1132073.000000 Penalty: 4511.752441
	Iteration 76Q: 3 clusters Score -1132073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1132073.125000 Penalty: 4511.752441
	Iteration 77Q: 3 clusters Score -1132073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1132073.250000 Penalty: 4511.752441
	Iteration 78Q: 3 clusters Score -1132073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1132075.000000 Penalty: 4511.752441
	Iteration 79Q: 3 clusters Score -1132075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1132075.000000 Penalty: 4511.752441
	Iteration 80F: 3 clusters Score -1132075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Entering Unmasked Estep 
Score: -23311402.000000 Penalty: 2989.559082
	Iteration 0F: 2 clusters Score -2.33114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -23199954.000000 Penalty: 5979.118164
	Iteration 0F: 3 clusters Score -2.319995e+07 nChanged 82304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -23248564.000000 Penalty: 5979.118164
	Iteration 1F: 3 clusters Score -2.324856e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -23249416.000000 Penalty: 5979.118164
	Iteration 2Q: 3 clusters Score -2.324942e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -23250290.000000 Penalty: 5979.118164
	Iteration 3Q: 3 clusters Score -2.325029e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -23251456.000000 Penalty: 5979.118164
	Iteration 4Q: 3 clusters Score -2.325146e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -23253028.000000 Penalty: 5979.118164
	Iteration 5Q: 3 clusters Score -2.325303e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -23254770.000000 Penalty: 5979.118164
	Iteration 6Q: 3 clusters Score -2.325477e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -23257390.000000 Penalty: 5979.118164
	Iteration 7Q: 3 clusters Score -2.325739e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -23261324.000000 Penalty: 5979.118164
	Iteration 8Q: 3 clusters Score -2.326132e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -23267374.000000 Penalty: 5979.118164
	Iteration 9F: 3 clusters Score -2.326737e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 128342 members 
Entering Unmasked Estep 
Score: -23275378.000000 Penalty: 5979.118164
	Iteration 10F: 3 clusters Score -2.327538e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 139772 members 
Entering Unmasked Estep 
Score: -23284634.000000 Penalty: 5979.118164
	Iteration 11F: 3 clusters Score -2.328463e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 149639 members 
Entering Unmasked Estep 
Score: -23293194.000000 Penalty: 5979.118164
	Iteration 12F: 3 clusters Score -2.329319e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -23299674.000000 Penalty: 5979.118164
	Iteration 13Q: 3 clusters Score -2.329967e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 161784 members 
Entering Unmasked Estep 
Score: -23303692.000000 Penalty: 5979.118164
	Iteration 14Q: 3 clusters Score -2.330369e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 164845 members 
Entering Unmasked Estep 
Score: -23305958.000000 Penalty: 5979.118164
	Iteration 15Q: 3 clusters Score -2.330596e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 166722 members 
Entering Unmasked Estep 
Score: -23307270.000000 Penalty: 5979.118164
	Iteration 16Q: 3 clusters Score -2.330727e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 167897 members 
Entering Unmasked Estep 
Score: -23308106.000000 Penalty: 5979.118164
	Iteration 17Q: 3 clusters Score -2.330811e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 168695 members 
Entering Unmasked Estep 
Score: -23308564.000000 Penalty: 5979.118164
	Iteration 18Q: 3 clusters Score -2.330856e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -23308876.000000 Penalty: 5979.118164
	Iteration 19Q: 3 clusters Score -2.330888e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 169616 members 
Entering Unmasked Estep 
Score: -23309026.000000 Penalty: 5979.118164
	Iteration 20F: 3 clusters Score -2.330903e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 169914 members 
Entering Unmasked Estep 
Score: -23309148.000000 Penalty: 5979.118164
	Iteration 21Q: 3 clusters Score -2.330915e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 170107 members 
Entering Unmasked Estep 
Score: -23309170.000000 Penalty: 5979.118164
	Iteration 22Q: 3 clusters Score -2.330917e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -23309258.000000 Penalty: 5979.118164
	Iteration 23Q: 3 clusters Score -2.330926e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -23309278.000000 Penalty: 5979.118164
	Iteration 24Q: 3 clusters Score -2.330928e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -23309278.000000 Penalty: 5979.118164
	Iteration 25Q: 3 clusters Score -2.330928e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -23309296.000000 Penalty: 5979.118164
	Iteration 26Q: 3 clusters Score -2.33093e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -23309322.000000 Penalty: 5979.118164
	Iteration 27Q: 3 clusters Score -2.330932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -23309314.000000 Penalty: 5979.118164
	Iteration 28Q: 3 clusters Score -2.330931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -23309314.000000 Penalty: 5979.118164
	Iteration 29Q: 3 clusters Score -2.330931e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -23309316.000000 Penalty: 5979.118164
	Iteration 30Q: 3 clusters Score -2.330932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -23309322.000000 Penalty: 5979.118164
	Iteration 31Q: 3 clusters Score -2.330932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -23309312.000000 Penalty: 5979.118164
	Iteration 32Q: 3 clusters Score -2.330931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 170713 members 
Entering Unmasked Estep 
Score: -23309324.000000 Penalty: 5979.118164
	Iteration 33Q: 3 clusters Score -2.330932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -23309318.000000 Penalty: 5979.118164
	Iteration 34Q: 3 clusters Score -2.330932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -23309328.000000 Penalty: 5979.118164
	Iteration 35Q: 3 clusters Score -2.330933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 170722 members 
Entering Unmasked Estep 
Score: -23309326.000000 Penalty: 5979.118164
	Iteration 36Q: 3 clusters Score -2.330933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -23309334.000000 Penalty: 5979.118164
	Iteration 37Q: 3 clusters Score -2.330933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -23309334.000000 Penalty: 5979.118164
	Iteration 38Q: 3 clusters Score -2.330933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 170722 members 
Entering Unmasked Estep 
Score: -23309344.000000 Penalty: 5979.118164
	Iteration 39Q: 3 clusters Score -2.330934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -23309336.000000 Penalty: 5979.118164
	Iteration 40F: 3 clusters Score -2.330934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -23309340.000000 Penalty: 5979.118164
	Iteration 41Q: 3 clusters Score -2.330934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 170724 members 
Entering Unmasked Estep 
Score: -23309354.000000 Penalty: 5979.118164
	Iteration 42Q: 3 clusters Score -2.330935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -23309356.000000 Penalty: 5979.118164
	Iteration 43Q: 3 clusters Score -2.330936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 170729 members 
Entering Unmasked Estep 
Score: -23309332.000000 Penalty: 5979.118164
	Iteration 44Q: 3 clusters Score -2.330933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -23309322.000000 Penalty: 5979.118164
	Iteration 45Q: 3 clusters Score -2.330932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 170737 members 
Entering Unmasked Estep 
Score: -23309328.000000 Penalty: 5979.118164
	Iteration 46Q: 3 clusters Score -2.330933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -23309330.000000 Penalty: 5979.118164
	Iteration 47Q: 3 clusters Score -2.330933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -23309346.000000 Penalty: 5979.118164
	Iteration 48Q: 3 clusters Score -2.330935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -23309334.000000 Penalty: 5979.118164
	Iteration 49Q: 3 clusters Score -2.330933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 170741 members 
Entering Unmasked Estep 
Score: -23309342.000000 Penalty: 5979.118164
	Iteration 50Q: 3 clusters Score -2.330934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -23309352.000000 Penalty: 5979.118164
	Iteration 51Q: 3 clusters Score -2.330935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 170741 members 
Entering Unmasked Estep 
Score: -23309344.000000 Penalty: 5979.118164
	Iteration 52Q: 3 clusters Score -2.330934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -23309358.000000 Penalty: 5979.118164
	Iteration 53Q: 3 clusters Score -2.330936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -23309358.000000 Penalty: 5979.118164
	Iteration 54F: 3 clusters Score -2.330936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Entering Unmasked Estep 
Score: -3362966.500000 Penalty: 2506.515625
	Iteration 0F: 2 clusters Score -3362966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3346033.250000 Penalty: 5013.031250
	Iteration 0F: 3 clusters Score -3346033 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3351745.500000 Penalty: 5013.031250
	Iteration 1F: 3 clusters Score -3351746 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3352144.500000 Penalty: 5013.031250
	Iteration 2Q: 3 clusters Score -3352144 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3352465.000000 Penalty: 5013.031250
	Iteration 3Q: 3 clusters Score -3352465 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3352748.000000 Penalty: 5013.031250
	Iteration 4Q: 3 clusters Score -3352748 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3353039.500000 Penalty: 5013.031250
	Iteration 5Q: 3 clusters Score -3353040 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3353347.750000 Penalty: 5013.031250
	Iteration 6Q: 3 clusters Score -3353348 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3353702.750000 Penalty: 5013.031250
	Iteration 7Q: 3 clusters Score -3353703 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3354197.750000 Penalty: 5013.031250
	Iteration 8Q: 3 clusters Score -3354198 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3354863.250000 Penalty: 5013.031250
	Iteration 9Q: 3 clusters Score -3354863 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3355576.250000 Penalty: 5013.031250
	Iteration 10Q: 3 clusters Score -3355576 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3356275.750000 Penalty: 5013.031250
	Iteration 11Q: 3 clusters Score -3356276 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3356938.750000 Penalty: 5013.031250
	Iteration 12Q: 3 clusters Score -3356939 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3357532.500000 Penalty: 5013.031250
	Iteration 13Q: 3 clusters Score -3357532 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3358021.500000 Penalty: 5013.031250
	Iteration 14Q: 3 clusters Score -3358022 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3358379.250000 Penalty: 5013.031250
	Iteration 15Q: 3 clusters Score -3358379 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3358708.250000 Penalty: 5013.031250
	Iteration 16Q: 3 clusters Score -3358708 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3359012.750000 Penalty: 5013.031250
	Iteration 17Q: 3 clusters Score -3359013 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3359259.500000 Penalty: 5013.031250
	Iteration 18Q: 3 clusters Score -3359260 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3359464.500000 Penalty: 5013.031250
	Iteration 19Q: 3 clusters Score -3359464 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3359604.000000 Penalty: 5013.031250
	Iteration 20F: 3 clusters Score -3359604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3359729.000000 Penalty: 5013.031250
	Iteration 21Q: 3 clusters Score -3359729 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3359844.250000 Penalty: 5013.031250
	Iteration 22Q: 3 clusters Score -3359844 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3359946.250000 Penalty: 5013.031250
	Iteration 23Q: 3 clusters Score -3359946 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3360029.500000 Penalty: 5013.031250
	Iteration 24Q: 3 clusters Score -3360030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3360066.500000 Penalty: 5013.031250
	Iteration 25Q: 3 clusters Score -3360066 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3360121.750000 Penalty: 5013.031250
	Iteration 26Q: 3 clusters Score -3360122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3360180.750000 Penalty: 5013.031250
	Iteration 27Q: 3 clusters Score -3360181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3360222.500000 Penalty: 5013.031250
	Iteration 28Q: 3 clusters Score -3360222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3360269.000000 Penalty: 5013.031250
	Iteration 29Q: 3 clusters Score -3360269 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3360338.250000 Penalty: 5013.031250
	Iteration 30Q: 3 clusters Score -3360338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3360399.250000 Penalty: 5013.031250
	Iteration 31Q: 3 clusters Score -3360399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3360463.750000 Penalty: 5013.031250
	Iteration 32Q: 3 clusters Score -3360464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3360534.000000 Penalty: 5013.031250
	Iteration 33Q: 3 clusters Score -3360534 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3360576.000000 Penalty: 5013.031250
	Iteration 34Q: 3 clusters Score -3360576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3360604.250000 Penalty: 5013.031250
	Iteration 35Q: 3 clusters Score -3360604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3360646.250000 Penalty: 5013.031250
	Iteration 36Q: 3 clusters Score -3360646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3360679.250000 Penalty: 5013.031250
	Iteration 37Q: 3 clusters Score -3360679 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3360702.750000 Penalty: 5013.031250
	Iteration 38Q: 3 clusters Score -3360703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3360712.000000 Penalty: 5013.031250
	Iteration 39Q: 3 clusters Score -3360712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3360735.750000 Penalty: 5013.031250
	Iteration 40F: 3 clusters Score -3360736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3360756.250000 Penalty: 5013.031250
	Iteration 41Q: 3 clusters Score -3360756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3360777.000000 Penalty: 5013.031250
	Iteration 42Q: 3 clusters Score -3360777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3360781.500000 Penalty: 5013.031250
	Iteration 43Q: 3 clusters Score -3360782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3360788.250000 Penalty: 5013.031250
	Iteration 44Q: 3 clusters Score -3360788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3360794.750000 Penalty: 5013.031250
	Iteration 45Q: 3 clusters Score -3360795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3360811.250000 Penalty: 5013.031250
	Iteration 46Q: 3 clusters Score -3360811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3360817.250000 Penalty: 5013.031250
	Iteration 47Q: 3 clusters Score -3360817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3360835.500000 Penalty: 5013.031250
	Iteration 48Q: 3 clusters Score -3360836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3360840.250000 Penalty: 5013.031250
	Iteration 49Q: 3 clusters Score -3360840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3360847.750000 Penalty: 5013.031250
	Iteration 50Q: 3 clusters Score -3360848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3360857.000000 Penalty: 5013.031250
	Iteration 51Q: 3 clusters Score -3360857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3360862.750000 Penalty: 5013.031250
	Iteration 52Q: 3 clusters Score -3360863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3360877.500000 Penalty: 5013.031250
	Iteration 53Q: 3 clusters Score -3360878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3360890.000000 Penalty: 5013.031250
	Iteration 54Q: 3 clusters Score -3360890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3360894.500000 Penalty: 5013.031250
	Iteration 55Q: 3 clusters Score -3360894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3360897.750000 Penalty: 5013.031250
	Iteration 56Q: 3 clusters Score -3360898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3360899.500000 Penalty: 5013.031250
	Iteration 57Q: 3 clusters Score -3360900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3360899.000000 Penalty: 5013.031250
	Iteration 58Q: 3 clusters Score -3360899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3360901.750000 Penalty: 5013.031250
	Iteration 59Q: 3 clusters Score -3360902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3360901.250000 Penalty: 5013.031250
	Iteration 60F: 3 clusters Score -3360901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3360901.750000 Penalty: 5013.031250
	Iteration 61Q: 3 clusters Score -3360902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3360913.500000 Penalty: 5013.031250
	Iteration 62Q: 3 clusters Score -3360914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3360915.500000 Penalty: 5013.031250
	Iteration 63Q: 3 clusters Score -3360916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3360918.250000 Penalty: 5013.031250
	Iteration 64Q: 3 clusters Score -3360918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3360914.750000 Penalty: 5013.031250
	Iteration 65Q: 3 clusters Score -3360915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3360918.500000 Penalty: 5013.031250
	Iteration 66Q: 3 clusters Score -3360918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3360920.250000 Penalty: 5013.031250
	Iteration 67Q: 3 clusters Score -3360920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3360922.750000 Penalty: 5013.031250
	Iteration 68Q: 3 clusters Score -3360923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3360922.750000 Penalty: 5013.031250
	Iteration 69F: 3 clusters Score -3360923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Entering Unmasked Estep 
Score: -19999986.000000 Penalty: 2952.457275
	Iteration 0F: 2 clusters Score -1.999999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -19903380.000000 Penalty: 5904.914551
	Iteration 0F: 3 clusters Score -1.990338e+07 nChanged 70503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -19945090.000000 Penalty: 5904.914551
	Iteration 1F: 3 clusters Score -1.994509e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -19946456.000000 Penalty: 5904.914551
	Iteration 2Q: 3 clusters Score -1.994646e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -19948628.000000 Penalty: 5904.914551
	Iteration 3Q: 3 clusters Score -1.994863e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -19952074.000000 Penalty: 5904.914551
	Iteration 4Q: 3 clusters Score -1.995207e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -19958538.000000 Penalty: 5904.914551
	Iteration 5F: 3 clusters Score -1.995854e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -19967686.000000 Penalty: 5904.914551
	Iteration 6F: 3 clusters Score -1.996769e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -19977652.000000 Penalty: 5904.914551
	Iteration 7F: 3 clusters Score -1.997765e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131697 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -19985504.000000 Penalty: 5904.914551
	Iteration 8F: 3 clusters Score -1.99855e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -19990402.000000 Penalty: 5904.914551
	Iteration 9Q: 3 clusters Score -1.99904e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -19992900.000000 Penalty: 5904.914551
	Iteration 10Q: 3 clusters Score -1.99929e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142294 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -19994566.000000 Penalty: 5904.914551
	Iteration 11Q: 3 clusters Score -1.999457e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -19995476.000000 Penalty: 5904.914551
	Iteration 12Q: 3 clusters Score -1.999548e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -19996070.000000 Penalty: 5904.914551
	Iteration 13Q: 3 clusters Score -1.999607e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19996424.000000 Penalty: 5904.914551
	Iteration 14Q: 3 clusters Score -1.999642e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145177 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19996696.000000 Penalty: 5904.914551
	Iteration 15Q: 3 clusters Score -1.99967e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19996850.000000 Penalty: 5904.914551
	Iteration 16Q: 3 clusters Score -1.999685e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19996956.000000 Penalty: 5904.914551
	Iteration 17Q: 3 clusters Score -1.999696e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145824 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -19997016.000000 Penalty: 5904.914551
	Iteration 18Q: 3 clusters Score -1.999702e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19997070.000000 Penalty: 5904.914551
	Iteration 19Q: 3 clusters Score -1.999707e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -19997152.000000 Penalty: 5904.914551
	Iteration 20F: 3 clusters Score -1.999715e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19997196.000000 Penalty: 5904.914551
	Iteration 21Q: 3 clusters Score -1.99972e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -19997226.000000 Penalty: 5904.914551
	Iteration 22Q: 3 clusters Score -1.999723e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146266 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19997282.000000 Penalty: 5904.914551
	Iteration 23Q: 3 clusters Score -1.999728e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19997282.000000 Penalty: 5904.914551
	Iteration 24Q: 3 clusters Score -1.999728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146350 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -19997302.000000 Penalty: 5904.914551
	Iteration 25Q: 3 clusters Score -1.99973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19997320.000000 Penalty: 5904.914551
	Iteration 26Q: 3 clusters Score -1.999732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19997328.000000 Penalty: 5904.914551
	Iteration 27Q: 3 clusters Score -1.999733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19997320.000000 Penalty: 5904.914551
	Iteration 28Q: 3 clusters Score -1.999732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146454 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19997344.000000 Penalty: 5904.914551
	Iteration 29Q: 3 clusters Score -1.999734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146480 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19997354.000000 Penalty: 5904.914551
	Iteration 30Q: 3 clusters Score -1.999735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146500 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19997362.000000 Penalty: 5904.914551
	Iteration 31Q: 3 clusters Score -1.999736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19997354.000000 Penalty: 5904.914551
	Iteration 32Q: 3 clusters Score -1.999735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19997376.000000 Penalty: 5904.914551
	Iteration 33Q: 3 clusters Score -1.999738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19997374.000000 Penalty: 5904.914551
	Iteration 34Q: 3 clusters Score -1.999737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19997374.000000 Penalty: 5904.914551
	Iteration 35Q: 3 clusters Score -1.999737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -19997378.000000 Penalty: 5904.914551
	Iteration 36Q: 3 clusters Score -1.999738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19997386.000000 Penalty: 5904.914551
	Iteration 37Q: 3 clusters Score -1.999739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19997392.000000 Penalty: 5904.914551
	Iteration 38Q: 3 clusters Score -1.999739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146572 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19997408.000000 Penalty: 5904.914551
	Iteration 39Q: 3 clusters Score -1.999741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19997396.000000 Penalty: 5904.914551
	Iteration 40F: 3 clusters Score -1.99974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19997396.000000 Penalty: 5904.914551
	Iteration 41Q: 3 clusters Score -1.99974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19997398.000000 Penalty: 5904.914551
	Iteration 42Q: 3 clusters Score -1.99974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19997396.000000 Penalty: 5904.914551
	Iteration 43Q: 3 clusters Score -1.99974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19997400.000000 Penalty: 5904.914551
	Iteration 44Q: 3 clusters Score -1.99974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146605 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19997398.000000 Penalty: 5904.914551
	Iteration 45Q: 3 clusters Score -1.99974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19997416.000000 Penalty: 5904.914551
	Iteration 46Q: 3 clusters Score -1.999742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19997414.000000 Penalty: 5904.914551
	Iteration 47Q: 3 clusters Score -1.999741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19997410.000000 Penalty: 5904.914551
	Iteration 48Q: 3 clusters Score -1.999741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19997410.000000 Penalty: 5904.914551
	Iteration 49F: 3 clusters Score -1.999741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Entering Unmasked Estep 
Score: -17645376.000000 Penalty: 2920.759766
	Iteration 0F: 2 clusters Score -1.764538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -17559266.000000 Penalty: 5841.519531
	Iteration 0F: 3 clusters Score -1.755927e+07 nChanged 61831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -17594828.000000 Penalty: 5841.519531
	Iteration 1F: 3 clusters Score -1.759483e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -17596102.000000 Penalty: 5841.519531
	Iteration 2Q: 3 clusters Score -1.75961e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -17597940.000000 Penalty: 5841.519531
	Iteration 3Q: 3 clusters Score -1.759794e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -17601094.000000 Penalty: 5841.519531
	Iteration 4Q: 3 clusters Score -1.760109e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -17606084.000000 Penalty: 5841.519531
	Iteration 5F: 3 clusters Score -1.760608e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -17613788.000000 Penalty: 5841.519531
	Iteration 6F: 3 clusters Score -1.761379e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -17623104.000000 Penalty: 5841.519531
	Iteration 7F: 3 clusters Score -1.76231e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 111708 members 
Entering Unmasked Estep 
Score: -17630932.000000 Penalty: 5841.519531
	Iteration 8F: 3 clusters Score -1.763093e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 116439 members 
Entering Unmasked Estep 
Score: -17635934.000000 Penalty: 5841.519531
	Iteration 9Q: 3 clusters Score -1.763593e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -17638862.000000 Penalty: 5841.519531
	Iteration 10Q: 3 clusters Score -1.763886e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -17640256.000000 Penalty: 5841.519531
	Iteration 11Q: 3 clusters Score -1.764026e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -17641126.000000 Penalty: 5841.519531
	Iteration 12Q: 3 clusters Score -1.764113e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -17641744.000000 Penalty: 5841.519531
	Iteration 13Q: 3 clusters Score -1.764174e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -17642194.000000 Penalty: 5841.519531
	Iteration 14Q: 3 clusters Score -1.764219e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -17642484.000000 Penalty: 5841.519531
	Iteration 15Q: 3 clusters Score -1.764248e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -17642830.000000 Penalty: 5841.519531
	Iteration 16Q: 3 clusters Score -1.764283e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -17643046.000000 Penalty: 5841.519531
	Iteration 17Q: 3 clusters Score -1.764305e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 126094 members 
Entering Unmasked Estep 
Score: -17643196.000000 Penalty: 5841.519531
	Iteration 18Q: 3 clusters Score -1.76432e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -17643294.000000 Penalty: 5841.519531
	Iteration 19Q: 3 clusters Score -1.764329e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 126615 members 
Entering Unmasked Estep 
Score: -17643376.000000 Penalty: 5841.519531
	Iteration 20F: 3 clusters Score -1.764338e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -17643436.000000 Penalty: 5841.519531
	Iteration 21Q: 3 clusters Score -1.764344e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -17643500.000000 Penalty: 5841.519531
	Iteration 22Q: 3 clusters Score -1.76435e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -17643566.000000 Penalty: 5841.519531
	Iteration 23Q: 3 clusters Score -1.764357e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 127243 members 
Entering Unmasked Estep 
Score: -17643618.000000 Penalty: 5841.519531
	Iteration 24Q: 3 clusters Score -1.764362e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 127334 members 
Entering Unmasked Estep 
Score: -17643706.000000 Penalty: 5841.519531
	Iteration 25Q: 3 clusters Score -1.764371e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 127397 members 
Entering Unmasked Estep 
Score: -17643726.000000 Penalty: 5841.519531
	Iteration 26Q: 3 clusters Score -1.764373e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 127444 members 
Entering Unmasked Estep 
Score: -17643722.000000 Penalty: 5841.519531
	Iteration 27Q: 3 clusters Score -1.764372e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -17643776.000000 Penalty: 5841.519531
	Iteration 28Q: 3 clusters Score -1.764378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 127517 members 
Entering Unmasked Estep 
Score: -17643758.000000 Penalty: 5841.519531
	Iteration 29Q: 3 clusters Score -1.764376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 127548 members 
Entering Unmasked Estep 
Score: -17643760.000000 Penalty: 5841.519531
	Iteration 30Q: 3 clusters Score -1.764376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -17643772.000000 Penalty: 5841.519531
	Iteration 31Q: 3 clusters Score -1.764377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -17643784.000000 Penalty: 5841.519531
	Iteration 32Q: 3 clusters Score -1.764378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -17643774.000000 Penalty: 5841.519531
	Iteration 33Q: 3 clusters Score -1.764377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -17643792.000000 Penalty: 5841.519531
	Iteration 34Q: 3 clusters Score -1.764379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -17643792.000000 Penalty: 5841.519531
	Iteration 35Q: 3 clusters Score -1.764379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -17643806.000000 Penalty: 5841.519531
	Iteration 36Q: 3 clusters Score -1.764381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 127647 members 
Entering Unmasked Estep 
Score: -17643804.000000 Penalty: 5841.519531
	Iteration 37Q: 3 clusters Score -1.76438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -17643826.000000 Penalty: 5841.519531
	Iteration 38Q: 3 clusters Score -1.764383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
Score: -17643828.000000 Penalty: 5841.519531
	Iteration 39Q: 3 clusters Score -1.764383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -17643814.000000 Penalty: 5841.519531
	Iteration 40F: 3 clusters Score -1.764381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 127682 members 
Entering Unmasked Estep 
Score: -17643820.000000 Penalty: 5841.519531
	Iteration 41Q: 3 clusters Score -1.764382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 127687 members 
Entering Unmasked Estep 
Score: -17643820.000000 Penalty: 5841.519531
	Iteration 42Q: 3 clusters Score -1.764382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 127691 members 
Entering Unmasked Estep 
Score: -17643818.000000 Penalty: 5841.519531
	Iteration 43Q: 3 clusters Score -1.764382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 127698 members 
Entering Unmasked Estep 
Score: -17643802.000000 Penalty: 5841.519531
	Iteration 44Q: 3 clusters Score -1.76438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -17643818.000000 Penalty: 5841.519531
	Iteration 45Q: 3 clusters Score -1.764382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -17643808.000000 Penalty: 5841.519531
	Iteration 46Q: 3 clusters Score -1.764381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 127698 members 
Entering Unmasked Estep 
Score: -17643808.000000 Penalty: 5841.519531
	Iteration 47Q: 3 clusters Score -1.764381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 127701 members 
Entering Unmasked Estep 
Score: -17643820.000000 Penalty: 5841.519531
	Iteration 48Q: 3 clusters Score -1.764382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -17643826.000000 Penalty: 5841.519531
	Iteration 49Q: 3 clusters Score -1.764383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -17643826.000000 Penalty: 5841.519531
	Iteration 50F: 3 clusters Score -1.764383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1583315.750000 Penalty: 2354.870117
	Iteration 0F: 2 clusters Score -1583316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1573696.125000 Penalty: 4709.740234
	Iteration 0F: 3 clusters Score -1573696 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1576902.750000 Penalty: 4709.740234
	Iteration 1F: 3 clusters Score -1576903 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1577612.875000 Penalty: 4709.740234
	Iteration 2F: 3 clusters Score -1577613 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1578382.500000 Penalty: 4709.740234
	Iteration 3F: 3 clusters Score -1578382 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1579169.500000 Penalty: 4709.740234
	Iteration 4F: 3 clusters Score -1579170 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1579795.875000 Penalty: 4709.740234
	Iteration 5F: 3 clusters Score -1579796 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1580366.500000 Penalty: 4709.740234
	Iteration 6F: 3 clusters Score -1580366 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1580900.000000 Penalty: 4709.740234
	Iteration 7Q: 3 clusters Score -1580900 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1581306.375000 Penalty: 4709.740234
	Iteration 8Q: 3 clusters Score -1581306 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1581568.750000 Penalty: 4709.740234
	Iteration 9Q: 3 clusters Score -1581569 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1581753.625000 Penalty: 4709.740234
	Iteration 10Q: 3 clusters Score -1581754 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1581856.125000 Penalty: 4709.740234
	Iteration 11Q: 3 clusters Score -1581856 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1581921.125000 Penalty: 4709.740234
	Iteration 12Q: 3 clusters Score -1581921 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1581973.250000 Penalty: 4709.740234
	Iteration 13Q: 3 clusters Score -1581973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1582017.750000 Penalty: 4709.740234
	Iteration 14Q: 3 clusters Score -1582018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1582057.500000 Penalty: 4709.740234
	Iteration 15Q: 3 clusters Score -1582058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1582071.625000 Penalty: 4709.740234
	Iteration 16Q: 3 clusters Score -1582072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1582091.125000 Penalty: 4709.740234
	Iteration 17Q: 3 clusters Score -1582091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1582104.125000 Penalty: 4709.740234
	Iteration 18Q: 3 clusters Score -1582104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1582124.000000 Penalty: 4709.740234
	Iteration 19Q: 3 clusters Score -1582124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1582139.000000 Penalty: 4709.740234
	Iteration 20F: 3 clusters Score -1582139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1582147.375000 Penalty: 4709.740234
	Iteration 21Q: 3 clusters Score -1582147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1582157.000000 Penalty: 4709.740234
	Iteration 22Q: 3 clusters Score -1582157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1582162.875000 Penalty: 4709.740234
	Iteration 23Q: 3 clusters Score -1582163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1582168.375000 Penalty: 4709.740234
	Iteration 24Q: 3 clusters Score -1582168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1582167.750000 Penalty: 4709.740234
	Iteration 25Q: 3 clusters Score -1582168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1582175.750000 Penalty: 4709.740234
	Iteration 26Q: 3 clusters Score -1582176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1582179.375000 Penalty: 4709.740234
	Iteration 27Q: 3 clusters Score -1582179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1582184.000000 Penalty: 4709.740234
	Iteration 28Q: 3 clusters Score -1582184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1582190.125000 Penalty: 4709.740234
	Iteration 29Q: 3 clusters Score -1582190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1582192.375000 Penalty: 4709.740234
	Iteration 30Q: 3 clusters Score -1582192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1582196.125000 Penalty: 4709.740234
	Iteration 31Q: 3 clusters Score -1582196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1582197.000000 Penalty: 4709.740234
	Iteration 32Q: 3 clusters Score -1582197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1582203.125000 Penalty: 4709.740234
	Iteration 33Q: 3 clusters Score -1582203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1582201.625000 Penalty: 4709.740234
	Iteration 34Q: 3 clusters Score -1582202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1582208.875000 Penalty: 4709.740234
	Iteration 35Q: 3 clusters Score -1582209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1582211.750000 Penalty: 4709.740234
	Iteration 36Q: 3 clusters Score -1582212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1582211.250000 Penalty: 4709.740234
	Iteration 37Q: 3 clusters Score -1582211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1582217.000000 Penalty: 4709.740234
	Iteration 38Q: 3 clusters Score -1582217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1582221.500000 Penalty: 4709.740234
	Iteration 39Q: 3 clusters Score -1582222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1582222.125000 Penalty: 4709.740234
	Iteration 40F: 3 clusters Score -1582222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1582225.125000 Penalty: 4709.740234
	Iteration 41Q: 3 clusters Score -1582225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1582225.375000 Penalty: 4709.740234
	Iteration 42Q: 3 clusters Score -1582225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1582224.750000 Penalty: 4709.740234
	Iteration 43Q: 3 clusters Score -1582225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1582227.250000 Penalty: 4709.740234
	Iteration 44Q: 3 clusters Score -1582227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1582233.875000 Penalty: 4709.740234
	Iteration 45Q: 3 clusters Score -1582234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1582232.750000 Penalty: 4709.740234
	Iteration 46Q: 3 clusters Score -1582233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1582234.875000 Penalty: 4709.740234
	Iteration 47Q: 3 clusters Score -1582235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1582235.625000 Penalty: 4709.740234
	Iteration 48Q: 3 clusters Score -1582236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1582236.875000 Penalty: 4709.740234
	Iteration 49Q: 3 clusters Score -1582237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1582236.375000 Penalty: 4709.740234
	Iteration 50Q: 3 clusters Score -1582236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1582237.375000 Penalty: 4709.740234
	Iteration 51Q: 3 clusters Score -1582237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1582237.375000 Penalty: 4709.740234
	Iteration 52F: 3 clusters Score -1582237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Entering Unmasked Estep 
Score: -23267410.000000 Penalty: 2989.720703
	Iteration 0F: 2 clusters Score -2.326741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -23154432.000000 Penalty: 5979.441406
	Iteration 0F: 3 clusters Score -2.315443e+07 nChanged 82525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -23202738.000000 Penalty: 5979.441406
	Iteration 1F: 3 clusters Score -2.320274e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -23203516.000000 Penalty: 5979.441406
	Iteration 2Q: 3 clusters Score -2.320352e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -23204400.000000 Penalty: 5979.441406
	Iteration 3Q: 3 clusters Score -2.32044e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -23205496.000000 Penalty: 5979.441406
	Iteration 4Q: 3 clusters Score -2.32055e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -23207604.000000 Penalty: 5979.441406
	Iteration 5Q: 3 clusters Score -2.32076e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -23211186.000000 Penalty: 5979.441406
	Iteration 6Q: 3 clusters Score -2.321119e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -23217744.000000 Penalty: 5979.441406
	Iteration 7F: 3 clusters Score -2.321774e+07 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 130957 members 
Entering Unmasked Estep 
Score: -23228438.000000 Penalty: 5979.441406
	Iteration 8F: 3 clusters Score -2.322844e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -23242016.000000 Penalty: 5979.441406
	Iteration 9F: 3 clusters Score -2.324202e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -23253374.000000 Penalty: 5979.441406
	Iteration 10F: 3 clusters Score -2.325337e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -23260070.000000 Penalty: 5979.441406
	Iteration 11Q: 3 clusters Score -2.326007e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -23262992.000000 Penalty: 5979.441406
	Iteration 12Q: 3 clusters Score -2.326299e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -23264154.000000 Penalty: 5979.441406
	Iteration 13Q: 3 clusters Score -2.326415e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 170866 members 
Entering Unmasked Estep 
Score: -23264566.000000 Penalty: 5979.441406
	Iteration 14Q: 3 clusters Score -2.326457e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -23264784.000000 Penalty: 5979.441406
	Iteration 15Q: 3 clusters Score -2.326478e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -23264920.000000 Penalty: 5979.441406
	Iteration 16Q: 3 clusters Score -2.326492e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -23264986.000000 Penalty: 5979.441406
	Iteration 17Q: 3 clusters Score -2.326499e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -23265052.000000 Penalty: 5979.441406
	Iteration 18Q: 3 clusters Score -2.326505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -23265094.000000 Penalty: 5979.441406
	Iteration 19Q: 3 clusters Score -2.326509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -23265140.000000 Penalty: 5979.441406
	Iteration 20F: 3 clusters Score -2.326514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -23265152.000000 Penalty: 5979.441406
	Iteration 21Q: 3 clusters Score -2.326515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -23265174.000000 Penalty: 5979.441406
	Iteration 22Q: 3 clusters Score -2.326517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 171442 members 
Entering Unmasked Estep 
Score: -23265180.000000 Penalty: 5979.441406
	Iteration 23Q: 3 clusters Score -2.326518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 171449 members 
Entering Unmasked Estep 
Score: -23265194.000000 Penalty: 5979.441406
	Iteration 24Q: 3 clusters Score -2.326519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -23265184.000000 Penalty: 5979.441406
	Iteration 25Q: 3 clusters Score -2.326518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -23265206.000000 Penalty: 5979.441406
	Iteration 26Q: 3 clusters Score -2.326521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -23265212.000000 Penalty: 5979.441406
	Iteration 27Q: 3 clusters Score -2.326521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -23265208.000000 Penalty: 5979.441406
	Iteration 28Q: 3 clusters Score -2.326521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -23265210.000000 Penalty: 5979.441406
	Iteration 29Q: 3 clusters Score -2.326521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -23265214.000000 Penalty: 5979.441406
	Iteration 30Q: 3 clusters Score -2.326521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -23265208.000000 Penalty: 5979.441406
	Iteration 31Q: 3 clusters Score -2.326521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -23265212.000000 Penalty: 5979.441406
	Iteration 32Q: 3 clusters Score -2.326521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -23265214.000000 Penalty: 5979.441406
	Iteration 33Q: 3 clusters Score -2.326521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -23265214.000000 Penalty: 5979.441406
	Iteration 34Q: 3 clusters Score -2.326521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -23265214.000000 Penalty: 5979.441406
	Iteration 35Q: 3 clusters Score -2.326521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -23265214.000000 Penalty: 5979.441406
	Iteration 36F: 3 clusters Score -2.326521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Entering Unmasked Estep 
Score: -6260780.000000 Penalty: 2661.204590
	Iteration 0F: 2 clusters Score -6260780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -6229843.500000 Penalty: 5322.409180
	Iteration 0F: 3 clusters Score -6229844 nChanged 21105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -6241505.000000 Penalty: 5322.409180
	Iteration 1F: 3 clusters Score -6241505 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6242335.000000 Penalty: 5322.409180
	Iteration 2Q: 3 clusters Score -6242335 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6243244.500000 Penalty: 5322.409180
	Iteration 3Q: 3 clusters Score -6243244 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -6244419.500000 Penalty: 5322.409180
	Iteration 4F: 3 clusters Score -6244420 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -6246074.500000 Penalty: 5322.409180
	Iteration 5F: 3 clusters Score -6246074 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -6248062.500000 Penalty: 5322.409180
	Iteration 6F: 3 clusters Score -6248062 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6250157.000000 Penalty: 5322.409180
	Iteration 7F: 3 clusters Score -6250157 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -6252077.000000 Penalty: 5322.409180
	Iteration 8F: 3 clusters Score -6252077 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -6253495.500000 Penalty: 5322.409180
	Iteration 9Q: 3 clusters Score -6253496 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -6254254.500000 Penalty: 5322.409180
	Iteration 10Q: 3 clusters Score -6254254 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6254709.000000 Penalty: 5322.409180
	Iteration 11Q: 3 clusters Score -6254709 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -6254967.500000 Penalty: 5322.409180
	Iteration 12Q: 3 clusters Score -6254968 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -6255184.000000 Penalty: 5322.409180
	Iteration 13Q: 3 clusters Score -6255184 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -6255365.000000 Penalty: 5322.409180
	Iteration 14Q: 3 clusters Score -6255365 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -6255528.000000 Penalty: 5322.409180
	Iteration 15Q: 3 clusters Score -6255528 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -6255709.500000 Penalty: 5322.409180
	Iteration 16Q: 3 clusters Score -6255710 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -6255852.500000 Penalty: 5322.409180
	Iteration 17Q: 3 clusters Score -6255852 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6255989.500000 Penalty: 5322.409180
	Iteration 18Q: 3 clusters Score -6255990 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -6256148.500000 Penalty: 5322.409180
	Iteration 19Q: 3 clusters Score -6256148 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -6256281.500000 Penalty: 5322.409180
	Iteration 20F: 3 clusters Score -6256282 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -6256454.500000 Penalty: 5322.409180
	Iteration 21Q: 3 clusters Score -6256454 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -6256635.500000 Penalty: 5322.409180
	Iteration 22Q: 3 clusters Score -6256636 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -6256825.000000 Penalty: 5322.409180
	Iteration 23Q: 3 clusters Score -6256825 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6256959.000000 Penalty: 5322.409180
	Iteration 24Q: 3 clusters Score -6256959 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -6257103.500000 Penalty: 5322.409180
	Iteration 25Q: 3 clusters Score -6257104 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -6257198.000000 Penalty: 5322.409180
	Iteration 26Q: 3 clusters Score -6257198 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -6257346.500000 Penalty: 5322.409180
	Iteration 27Q: 3 clusters Score -6257346 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6257484.500000 Penalty: 5322.409180
	Iteration 28Q: 3 clusters Score -6257484 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6257620.000000 Penalty: 5322.409180
	Iteration 29Q: 3 clusters Score -6257620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6257738.500000 Penalty: 5322.409180
	Iteration 30Q: 3 clusters Score -6257738 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6257810.500000 Penalty: 5322.409180
	Iteration 31Q: 3 clusters Score -6257810 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6257898.000000 Penalty: 5322.409180
	Iteration 32Q: 3 clusters Score -6257898 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6257955.000000 Penalty: 5322.409180
	Iteration 33Q: 3 clusters Score -6257955 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6258037.500000 Penalty: 5322.409180
	Iteration 34Q: 3 clusters Score -6258038 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6258087.500000 Penalty: 5322.409180
	Iteration 35Q: 3 clusters Score -6258088 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6258126.000000 Penalty: 5322.409180
	Iteration 36Q: 3 clusters Score -6258126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6258185.500000 Penalty: 5322.409180
	Iteration 37Q: 3 clusters Score -6258186 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6258233.500000 Penalty: 5322.409180
	Iteration 38Q: 3 clusters Score -6258234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6258273.000000 Penalty: 5322.409180
	Iteration 39Q: 3 clusters Score -6258273 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6258327.500000 Penalty: 5322.409180
	Iteration 40F: 3 clusters Score -6258328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6258366.000000 Penalty: 5322.409180
	Iteration 41Q: 3 clusters Score -6258366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6258407.000000 Penalty: 5322.409180
	Iteration 42Q: 3 clusters Score -6258407 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6258441.000000 Penalty: 5322.409180
	Iteration 43Q: 3 clusters Score -6258441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6258461.500000 Penalty: 5322.409180
	Iteration 44Q: 3 clusters Score -6258462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6258482.500000 Penalty: 5322.409180
	Iteration 45Q: 3 clusters Score -6258482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6258498.000000 Penalty: 5322.409180
	Iteration 46Q: 3 clusters Score -6258498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6258503.000000 Penalty: 5322.409180
	Iteration 47Q: 3 clusters Score -6258503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6258507.500000 Penalty: 5322.409180
	Iteration 48Q: 3 clusters Score -6258508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6258527.000000 Penalty: 5322.409180
	Iteration 49Q: 3 clusters Score -6258527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6258524.000000 Penalty: 5322.409180
	Iteration 50Q: 3 clusters Score -6258524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6258537.500000 Penalty: 5322.409180
	Iteration 51Q: 3 clusters Score -6258538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6258542.000000 Penalty: 5322.409180
	Iteration 52Q: 3 clusters Score -6258542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6258563.500000 Penalty: 5322.409180
	Iteration 53Q: 3 clusters Score -6258564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6258560.500000 Penalty: 5322.409180
	Iteration 54Q: 3 clusters Score -6258560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6258555.500000 Penalty: 5322.409180
	Iteration 55Q: 3 clusters Score -6258556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6258558.500000 Penalty: 5322.409180
	Iteration 56Q: 3 clusters Score -6258558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6258569.000000 Penalty: 5322.409180
	Iteration 57Q: 3 clusters Score -6258569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6258554.000000 Penalty: 5322.409180
	Iteration 58Q: 3 clusters Score -6258554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6258566.500000 Penalty: 5322.409180
	Iteration 59Q: 3 clusters Score -6258566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6258564.500000 Penalty: 5322.409180
	Iteration 60F: 3 clusters Score -6258564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6258570.000000 Penalty: 5322.409180
	Iteration 61Q: 3 clusters Score -6258570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6258576.500000 Penalty: 5322.409180
	Iteration 62Q: 3 clusters Score -6258576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6258577.500000 Penalty: 5322.409180
	Iteration 63Q: 3 clusters Score -6258578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6258582.000000 Penalty: 5322.409180
	Iteration 64Q: 3 clusters Score -6258582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6258590.000000 Penalty: 5322.409180
	Iteration 65Q: 3 clusters Score -6258590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6258595.000000 Penalty: 5322.409180
	Iteration 66Q: 3 clusters Score -6258595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6258601.500000 Penalty: 5322.409180
	Iteration 67Q: 3 clusters Score -6258602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6258608.500000 Penalty: 5322.409180
	Iteration 68Q: 3 clusters Score -6258608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6258632.000000 Penalty: 5322.409180
	Iteration 69Q: 3 clusters Score -6258632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6258638.000000 Penalty: 5322.409180
	Iteration 70Q: 3 clusters Score -6258638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6258642.000000 Penalty: 5322.409180
	Iteration 71Q: 3 clusters Score -6258642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6258644.000000 Penalty: 5322.409180
	Iteration 72Q: 3 clusters Score -6258644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6258648.000000 Penalty: 5322.409180
	Iteration 73Q: 3 clusters Score -6258648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6258657.000000 Penalty: 5322.409180
	Iteration 74Q: 3 clusters Score -6258657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6258650.000000 Penalty: 5322.409180
	Iteration 75Q: 3 clusters Score -6258650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6258650.500000 Penalty: 5322.409180
	Iteration 76Q: 3 clusters Score -6258650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6258655.500000 Penalty: 5322.409180
	Iteration 77Q: 3 clusters Score -6258656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6258655.000000 Penalty: 5322.409180
	Iteration 78Q: 3 clusters Score -6258655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6258662.000000 Penalty: 5322.409180
	Iteration 79Q: 3 clusters Score -6258662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6258652.000000 Penalty: 5322.409180
	Iteration 80F: 3 clusters Score -6258652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6258646.000000 Penalty: 5322.409180
	Iteration 81Q: 3 clusters Score -6258646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6258648.500000 Penalty: 5322.409180
	Iteration 82Q: 3 clusters Score -6258648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6258649.500000 Penalty: 5322.409180
	Iteration 83Q: 3 clusters Score -6258650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6258658.500000 Penalty: 5322.409180
	Iteration 84Q: 3 clusters Score -6258658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6258666.000000 Penalty: 5322.409180
	Iteration 85Q: 3 clusters Score -6258666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6258662.500000 Penalty: 5322.409180
	Iteration 86Q: 3 clusters Score -6258662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6258658.500000 Penalty: 5322.409180
	Iteration 87Q: 3 clusters Score -6258658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6258662.000000 Penalty: 5322.409180
	Iteration 88Q: 3 clusters Score -6258662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6258661.000000 Penalty: 5322.409180
	Iteration 89Q: 3 clusters Score -6258661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6258666.000000 Penalty: 5322.409180
	Iteration 90Q: 3 clusters Score -6258666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6258667.500000 Penalty: 5322.409180
	Iteration 91Q: 3 clusters Score -6258668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6258667.500000 Penalty: 5322.409180
	Iteration 92Q: 3 clusters Score -6258668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6258671.000000 Penalty: 5322.409180
	Iteration 93Q: 3 clusters Score -6258671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6258675.000000 Penalty: 5322.409180
	Iteration 94Q: 3 clusters Score -6258675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6258674.500000 Penalty: 5322.409180
	Iteration 95Q: 3 clusters Score -6258674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6258674.500000 Penalty: 5322.409180
	Iteration 96F: 3 clusters Score -6258674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Entering Unmasked Estep 
Score: -2371188.750000 Penalty: 2431.377930
	Iteration 0F: 2 clusters Score -2371189 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 9084 members 
Entering Unmasked Estep 
Score: -2358325.750000 Penalty: 4862.755859
	Iteration 0F: 3 clusters Score -2358326 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2362603.750000 Penalty: 4862.755859
	Iteration 1F: 3 clusters Score -2362604 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2363058.000000 Penalty: 4862.755859
	Iteration 2F: 3 clusters Score -2363058 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2363497.500000 Penalty: 4862.755859
	Iteration 3F: 3 clusters Score -2363498 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2363974.000000 Penalty: 4862.755859
	Iteration 4Q: 3 clusters Score -2363974 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2364432.000000 Penalty: 4862.755859
	Iteration 5Q: 3 clusters Score -2364432 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2364794.750000 Penalty: 4862.755859
	Iteration 6Q: 3 clusters Score -2364795 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2365122.250000 Penalty: 4862.755859
	Iteration 7Q: 3 clusters Score -2365122 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2365380.000000 Penalty: 4862.755859
	Iteration 8Q: 3 clusters Score -2365380 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2365620.000000 Penalty: 4862.755859
	Iteration 9Q: 3 clusters Score -2365620 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2365817.500000 Penalty: 4862.755859
	Iteration 10Q: 3 clusters Score -2365818 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2366025.250000 Penalty: 4862.755859
	Iteration 11Q: 3 clusters Score -2366025 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2366293.250000 Penalty: 4862.755859
	Iteration 12Q: 3 clusters Score -2366293 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2366563.250000 Penalty: 4862.755859
	Iteration 13Q: 3 clusters Score -2366563 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2366848.500000 Penalty: 4862.755859
	Iteration 14Q: 3 clusters Score -2366848 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2367164.750000 Penalty: 4862.755859
	Iteration 15Q: 3 clusters Score -2367165 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2367467.250000 Penalty: 4862.755859
	Iteration 16Q: 3 clusters Score -2367467 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2367782.500000 Penalty: 4862.755859
	Iteration 17Q: 3 clusters Score -2367782 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2368058.750000 Penalty: 4862.755859
	Iteration 18Q: 3 clusters Score -2368059 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2368284.250000 Penalty: 4862.755859
	Iteration 19Q: 3 clusters Score -2368284 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2368457.000000 Penalty: 4862.755859
	Iteration 20F: 3 clusters Score -2368457 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2368604.000000 Penalty: 4862.755859
	Iteration 21Q: 3 clusters Score -2368604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2368741.250000 Penalty: 4862.755859
	Iteration 22Q: 3 clusters Score -2368741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2368859.250000 Penalty: 4862.755859
	Iteration 23Q: 3 clusters Score -2368859 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2368954.000000 Penalty: 4862.755859
	Iteration 24Q: 3 clusters Score -2368954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2369012.250000 Penalty: 4862.755859
	Iteration 25Q: 3 clusters Score -2369012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2369076.250000 Penalty: 4862.755859
	Iteration 26Q: 3 clusters Score -2369076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2369121.250000 Penalty: 4862.755859
	Iteration 27Q: 3 clusters Score -2369121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2369154.000000 Penalty: 4862.755859
	Iteration 28Q: 3 clusters Score -2369154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2369176.500000 Penalty: 4862.755859
	Iteration 29Q: 3 clusters Score -2369176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2369200.000000 Penalty: 4862.755859
	Iteration 30Q: 3 clusters Score -2369200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2369214.750000 Penalty: 4862.755859
	Iteration 31Q: 3 clusters Score -2369215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2369222.500000 Penalty: 4862.755859
	Iteration 32Q: 3 clusters Score -2369222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2369235.750000 Penalty: 4862.755859
	Iteration 33Q: 3 clusters Score -2369236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2369250.000000 Penalty: 4862.755859
	Iteration 34Q: 3 clusters Score -2369250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2369255.500000 Penalty: 4862.755859
	Iteration 35Q: 3 clusters Score -2369256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2369266.000000 Penalty: 4862.755859
	Iteration 36Q: 3 clusters Score -2369266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2369270.000000 Penalty: 4862.755859
	Iteration 37Q: 3 clusters Score -2369270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2369274.250000 Penalty: 4862.755859
	Iteration 38Q: 3 clusters Score -2369274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2369274.750000 Penalty: 4862.755859
	Iteration 39Q: 3 clusters Score -2369275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2369273.250000 Penalty: 4862.755859
	Iteration 40F: 3 clusters Score -2369273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2369274.750000 Penalty: 4862.755859
	Iteration 41Q: 3 clusters Score -2369275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2369283.000000 Penalty: 4862.755859
	Iteration 42Q: 3 clusters Score -2369283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2369285.750000 Penalty: 4862.755859
	Iteration 43Q: 3 clusters Score -2369286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2369286.500000 Penalty: 4862.755859
	Iteration 44Q: 3 clusters Score -2369286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2369286.500000 Penalty: 4862.755859
	Iteration 45F: 3 clusters Score -2369286 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 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 305 members 
Entering Unmasked Estep 
Score: -56534.152344 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56534.15 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57152.250000 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -57152.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57406.402344 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57406.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57626.214844 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -57626.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57685.410156 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -57685.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57715.632812 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -57715.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57729.226562 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -57729.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57756.000000 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -57756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57782.484375 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -57782.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57836.535156 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -57836.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -57971.902344 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -57971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58038.789062 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -58038.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58056.695312 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -58056.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58074.222656 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -58074.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58087.031250 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -58087.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58101.570312 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -58101.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58117.929688 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -58117.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58147.242188 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -58147.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58157.605469 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -58157.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58158.160156 Penalty: 3140.425049
	Iteration 19F: 3 clusters Score -58158.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58163.480469 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -58163.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171901 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148015 members 
Mstep: Class 7 contains 130256 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172013 members 
Mstep: Class 10 contains 45737 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 158 members 
Entering Unmasked Estep 
Score: -126426688.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126428216.000000 to -126426688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -487485.968750 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -487486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -483811.187500 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -483811.2 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -484583.281250 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -484583.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -484748.906250 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -484748.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -484855.031250 Penalty: 4066.661621
	Iteration 3Q: 3 clusters Score -484855 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -484916.312500 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -484916.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -484957.656250 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -484957.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -484984.906250 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -484984.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -485004.343750 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -485004.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -485025.468750 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -485025.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -485047.406250 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -485047.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -485067.593750 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -485067.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -485090.156250 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -485090.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -485122.062500 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -485122.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485153.843750 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -485153.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -485177.968750 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -485178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -485195.875000 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -485195.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -485215.312500 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -485215.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -485238.093750 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -485238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -485257.781250 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -485257.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -485285.812500 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -485285.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -485310.531250 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -485310.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -485337.562500 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -485337.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -485360.656250 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -485360.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485386.687500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -485386.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -485415.500000 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -485415.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -485445.312500 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -485445.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -485470.875000 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -485470.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -485492.000000 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -485492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -485508.625000 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -485508.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -485524.875000 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -485524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -485539.187500 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -485539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -485547.093750 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -485547.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -485553.156250 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -485553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -485557.875000 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -485557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -485564.625000 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -485564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -485572.062500 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -485572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -485580.500000 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -485580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -485588.406250 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -485588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -485590.937500 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -485590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -485593.937500 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -485593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -485596.031250 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -485596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -485597.750000 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -485597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -485603.093750 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -485603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -485604.718750 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -485604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -485605.906250 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -485605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -485608.125000 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -485608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -485609.843750 Penalty: 4066.661621
	Iteration 46Q: 3 clusters Score -485609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -485609.843750 Penalty: 4066.661621
	Iteration 47F: 3 clusters Score -485609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Entering Unmasked Estep 
Score: -6692060.000000 Penalty: 2678.537354
	Iteration 0F: 2 clusters Score -6692060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -6659130.000000 Penalty: 5357.074707
	Iteration 0F: 3 clusters Score -6659130 nChanged 22485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6671526.500000 Penalty: 5357.074707
	Iteration 1F: 3 clusters Score -6671526 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -6672086.000000 Penalty: 5357.074707
	Iteration 2Q: 3 clusters Score -6672086 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6672705.500000 Penalty: 5357.074707
	Iteration 3Q: 3 clusters Score -6672706 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -6673405.000000 Penalty: 5357.074707
	Iteration 4Q: 3 clusters Score -6673405 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -6674488.000000 Penalty: 5357.074707
	Iteration 5Q: 3 clusters Score -6674488 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -6676208.000000 Penalty: 5357.074707
	Iteration 6F: 3 clusters Score -6676208 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -6678754.000000 Penalty: 5357.074707
	Iteration 7F: 3 clusters Score -6678754 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6682011.000000 Penalty: 5357.074707
	Iteration 8F: 3 clusters Score -6682011 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -6685320.000000 Penalty: 5357.074707
	Iteration 9F: 3 clusters Score -6685320 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6687663.500000 Penalty: 5357.074707
	Iteration 10Q: 3 clusters Score -6687664 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6688859.500000 Penalty: 5357.074707
	Iteration 11Q: 3 clusters Score -6688860 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6689423.500000 Penalty: 5357.074707
	Iteration 12Q: 3 clusters Score -6689424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6689645.500000 Penalty: 5357.074707
	Iteration 13Q: 3 clusters Score -6689646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6689793.000000 Penalty: 5357.074707
	Iteration 14Q: 3 clusters Score -6689793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6689852.500000 Penalty: 5357.074707
	Iteration 15Q: 3 clusters Score -6689852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6689899.500000 Penalty: 5357.074707
	Iteration 16Q: 3 clusters Score -6689900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6689937.000000 Penalty: 5357.074707
	Iteration 17Q: 3 clusters Score -6689937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6689966.500000 Penalty: 5357.074707
	Iteration 18Q: 3 clusters Score -6689966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6689972.500000 Penalty: 5357.074707
	Iteration 19Q: 3 clusters Score -6689972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6689982.000000 Penalty: 5357.074707
	Iteration 20F: 3 clusters Score -6689982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6689988.000000 Penalty: 5357.074707
	Iteration 21Q: 3 clusters Score -6689988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6689994.000000 Penalty: 5357.074707
	Iteration 22Q: 3 clusters Score -6689994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6689996.000000 Penalty: 5357.074707
	Iteration 23Q: 3 clusters Score -6689996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6690003.500000 Penalty: 5357.074707
	Iteration 24Q: 3 clusters Score -6690004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6690010.500000 Penalty: 5357.074707
	Iteration 25Q: 3 clusters Score -6690010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6690022.000000 Penalty: 5357.074707
	Iteration 26Q: 3 clusters Score -6690022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6690021.000000 Penalty: 5357.074707
	Iteration 27Q: 3 clusters Score -6690021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6690022.500000 Penalty: 5357.074707
	Iteration 28Q: 3 clusters Score -6690022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6690022.000000 Penalty: 5357.074707
	Iteration 29Q: 3 clusters Score -6690022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6690029.000000 Penalty: 5357.074707
	Iteration 30Q: 3 clusters Score -6690029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6690021.000000 Penalty: 5357.074707
	Iteration 31Q: 3 clusters Score -6690021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6690025.500000 Penalty: 5357.074707
	Iteration 32Q: 3 clusters Score -6690026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6690025.500000 Penalty: 5357.074707
	Iteration 33F: 3 clusters Score -6690026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68485.242188 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68485.24 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69032.039062 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -69032.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69417.359375 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69417.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69635.921875 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -69635.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69745.890625 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -69745.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69870.359375 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69870.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69881.781250 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69881.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69887.781250 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69887.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69891.679688 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69891.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69891.679688 Penalty: 3168.726318
	Iteration 9F: 3 clusters Score -69891.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -1199665.125000 Penalty: 2252.489990
	Iteration 0F: 2 clusters Score -1199665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1192749.750000 Penalty: 4504.979980
	Iteration 0F: 3 clusters Score -1192750 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1194652.250000 Penalty: 4504.979980
	Iteration 1F: 3 clusters Score -1194652 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1194902.250000 Penalty: 4504.979980
	Iteration 2F: 3 clusters Score -1194902 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1195092.000000 Penalty: 4504.979980
	Iteration 3Q: 3 clusters Score -1195092 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1195232.875000 Penalty: 4504.979980
	Iteration 4Q: 3 clusters Score -1195233 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1195355.500000 Penalty: 4504.979980
	Iteration 5Q: 3 clusters Score -1195356 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1195493.000000 Penalty: 4504.979980
	Iteration 6Q: 3 clusters Score -1195493 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1195645.625000 Penalty: 4504.979980
	Iteration 7Q: 3 clusters Score -1195646 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1195847.250000 Penalty: 4504.979980
	Iteration 8Q: 3 clusters Score -1195847 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1196090.000000 Penalty: 4504.979980
	Iteration 9Q: 3 clusters Score -1196090 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1196355.375000 Penalty: 4504.979980
	Iteration 10Q: 3 clusters Score -1196355 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1196630.125000 Penalty: 4504.979980
	Iteration 11Q: 3 clusters Score -1196630 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1196937.625000 Penalty: 4504.979980
	Iteration 12Q: 3 clusters Score -1196938 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1197189.375000 Penalty: 4504.979980
	Iteration 13Q: 3 clusters Score -1197189 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1197367.125000 Penalty: 4504.979980
	Iteration 14Q: 3 clusters Score -1197367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1197465.000000 Penalty: 4504.979980
	Iteration 15Q: 3 clusters Score -1197465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1197544.250000 Penalty: 4504.979980
	Iteration 16Q: 3 clusters Score -1197544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1197601.750000 Penalty: 4504.979980
	Iteration 17Q: 3 clusters Score -1197602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1197634.375000 Penalty: 4504.979980
	Iteration 18Q: 3 clusters Score -1197634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1197663.125000 Penalty: 4504.979980
	Iteration 19Q: 3 clusters Score -1197663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1197680.125000 Penalty: 4504.979980
	Iteration 20F: 3 clusters Score -1197680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1197689.250000 Penalty: 4504.979980
	Iteration 21Q: 3 clusters Score -1197689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1197694.625000 Penalty: 4504.979980
	Iteration 22Q: 3 clusters Score -1197695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1197698.000000 Penalty: 4504.979980
	Iteration 23Q: 3 clusters Score -1197698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1197703.500000 Penalty: 4504.979980
	Iteration 24Q: 3 clusters Score -1197704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1197708.750000 Penalty: 4504.979980
	Iteration 25Q: 3 clusters Score -1197709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1197708.125000 Penalty: 4504.979980
	Iteration 26Q: 3 clusters Score -1197708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1197710.375000 Penalty: 4504.979980
	Iteration 27Q: 3 clusters Score -1197710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1197710.375000 Penalty: 4504.979980
	Iteration 28F: 3 clusters Score -1197710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -922099.812500 Penalty: 2201.556152
	Iteration 0F: 2 clusters Score -922099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -916250.062500 Penalty: 4403.112305
	Iteration 0F: 3 clusters Score -916250.1 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -917923.062500 Penalty: 4403.112305
	Iteration 1F: 3 clusters Score -917923.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -918391.062500 Penalty: 4403.112305
	Iteration 2F: 3 clusters Score -918391.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -918864.937500 Penalty: 4403.112305
	Iteration 3F: 3 clusters Score -918864.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -919337.437500 Penalty: 4403.112305
	Iteration 4F: 3 clusters Score -919337.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -919750.500000 Penalty: 4403.112305
	Iteration 5F: 3 clusters Score -919750.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -920101.250000 Penalty: 4403.112305
	Iteration 6F: 3 clusters Score -920101.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -920359.187500 Penalty: 4403.112305
	Iteration 7F: 3 clusters Score -920359.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -920537.500000 Penalty: 4403.112305
	Iteration 8Q: 3 clusters Score -920537.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -920675.375000 Penalty: 4403.112305
	Iteration 9Q: 3 clusters Score -920675.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -920768.000000 Penalty: 4403.112305
	Iteration 10Q: 3 clusters Score -920768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -920835.437500 Penalty: 4403.112305
	Iteration 11Q: 3 clusters Score -920835.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -920874.687500 Penalty: 4403.112305
	Iteration 12Q: 3 clusters Score -920874.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -920896.500000 Penalty: 4403.112305
	Iteration 13Q: 3 clusters Score -920896.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -920915.250000 Penalty: 4403.112305
	Iteration 14Q: 3 clusters Score -920915.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -920926.687500 Penalty: 4403.112305
	Iteration 15Q: 3 clusters Score -920926.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -920938.562500 Penalty: 4403.112305
	Iteration 16Q: 3 clusters Score -920938.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -920946.250000 Penalty: 4403.112305
	Iteration 17Q: 3 clusters Score -920946.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -920955.687500 Penalty: 4403.112305
	Iteration 18Q: 3 clusters Score -920955.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -920960.000000 Penalty: 4403.112305
	Iteration 19Q: 3 clusters Score -920960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -920968.812500 Penalty: 4403.112305
	Iteration 20F: 3 clusters Score -920968.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -920974.812500 Penalty: 4403.112305
	Iteration 21Q: 3 clusters Score -920974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -920984.000000 Penalty: 4403.112305
	Iteration 22Q: 3 clusters Score -920984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -920988.187500 Penalty: 4403.112305
	Iteration 23Q: 3 clusters Score -920988.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -920993.687500 Penalty: 4403.112305
	Iteration 24Q: 3 clusters Score -920993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -920999.875000 Penalty: 4403.112305
	Iteration 25Q: 3 clusters Score -920999.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -921004.187500 Penalty: 4403.112305
	Iteration 26Q: 3 clusters Score -921004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -921008.937500 Penalty: 4403.112305
	Iteration 27Q: 3 clusters Score -921008.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -921015.250000 Penalty: 4403.112305
	Iteration 28Q: 3 clusters Score -921015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -921016.125000 Penalty: 4403.112305
	Iteration 29Q: 3 clusters Score -921016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -921018.687500 Penalty: 4403.112305
	Iteration 30Q: 3 clusters Score -921018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -921021.312500 Penalty: 4403.112305
	Iteration 31Q: 3 clusters Score -921021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -921026.000000 Penalty: 4403.112305
	Iteration 32Q: 3 clusters Score -921026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -921025.562500 Penalty: 4403.112305
	Iteration 33Q: 3 clusters Score -921025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -921027.250000 Penalty: 4403.112305
	Iteration 34Q: 3 clusters Score -921027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -921030.937500 Penalty: 4403.112305
	Iteration 35Q: 3 clusters Score -921030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -921030.687500 Penalty: 4403.112305
	Iteration 36Q: 3 clusters Score -921030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -921033.187500 Penalty: 4403.112305
	Iteration 37Q: 3 clusters Score -921033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -921034.562500 Penalty: 4403.112305
	Iteration 38Q: 3 clusters Score -921034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -921034.375000 Penalty: 4403.112305
	Iteration 39Q: 3 clusters Score -921034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -921034.437500 Penalty: 4403.112305
	Iteration 40F: 3 clusters Score -921034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -921035.937500 Penalty: 4403.112305
	Iteration 41Q: 3 clusters Score -921035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -921036.687500 Penalty: 4403.112305
	Iteration 42Q: 3 clusters Score -921036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -921038.187500 Penalty: 4403.112305
	Iteration 43Q: 3 clusters Score -921038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -921040.562500 Penalty: 4403.112305
	Iteration 44Q: 3 clusters Score -921040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -921046.875000 Penalty: 4403.112305
	Iteration 45Q: 3 clusters Score -921046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -921048.875000 Penalty: 4403.112305
	Iteration 46Q: 3 clusters Score -921048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -921052.000000 Penalty: 4403.112305
	Iteration 47Q: 3 clusters Score -921052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -921056.125000 Penalty: 4403.112305
	Iteration 48Q: 3 clusters Score -921056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -921059.250000 Penalty: 4403.112305
	Iteration 49Q: 3 clusters Score -921059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -921061.437500 Penalty: 4403.112305
	Iteration 50Q: 3 clusters Score -921061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -921063.937500 Penalty: 4403.112305
	Iteration 51Q: 3 clusters Score -921063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -921066.312500 Penalty: 4403.112305
	Iteration 52Q: 3 clusters Score -921066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -921069.000000 Penalty: 4403.112305
	Iteration 53Q: 3 clusters Score -921069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -921068.437500 Penalty: 4403.112305
	Iteration 54Q: 3 clusters Score -921068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -921071.062500 Penalty: 4403.112305
	Iteration 55Q: 3 clusters Score -921071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -921071.250000 Penalty: 4403.112305
	Iteration 56Q: 3 clusters Score -921071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -921072.562500 Penalty: 4403.112305
	Iteration 57Q: 3 clusters Score -921072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -921074.750000 Penalty: 4403.112305
	Iteration 58Q: 3 clusters Score -921074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -921078.125000 Penalty: 4403.112305
	Iteration 59Q: 3 clusters Score -921078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -921077.562500 Penalty: 4403.112305
	Iteration 60F: 3 clusters Score -921077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -921078.437500 Penalty: 4403.112305
	Iteration 61Q: 3 clusters Score -921078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -921078.437500 Penalty: 4403.112305
	Iteration 62F: 3 clusters Score -921078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -63159.101562 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -63159.1 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 259 members 
Entering Unmasked Estep 
Score: -61618.707031 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -61618.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61774.925781 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -61774.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61833.472656 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -61833.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61874.652344 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -61874.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61900.683594 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -61900.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61925.660156 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -61925.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61937.281250 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -61937.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61938.507812 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -61938.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61938.507812 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -61938.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Entering Unmasked Estep 
Score: -9316195.000000 Penalty: 2769.098633
	Iteration 0F: 2 clusters Score -9316195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -9268928.000000 Penalty: 5538.197266
	Iteration 0F: 3 clusters Score -9268928 nChanged 33068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -9288028.000000 Penalty: 5538.197266
	Iteration 1F: 3 clusters Score -9288028 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -9289028.000000 Penalty: 5538.197266
	Iteration 2Q: 3 clusters Score -9289028 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -9290236.000000 Penalty: 5538.197266
	Iteration 3Q: 3 clusters Score -9290236 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -9291603.000000 Penalty: 5538.197266
	Iteration 4Q: 3 clusters Score -9291603 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -9293287.000000 Penalty: 5538.197266
	Iteration 5Q: 3 clusters Score -9293287 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9295145.000000 Penalty: 5538.197266
	Iteration 6F: 3 clusters Score -9295145 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -9296926.000000 Penalty: 5538.197266
	Iteration 7F: 3 clusters Score -9296926 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -9298665.000000 Penalty: 5538.197266
	Iteration 8F: 3 clusters Score -9298665 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -9300235.000000 Penalty: 5538.197266
	Iteration 9Q: 3 clusters Score -9300235 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -9301284.000000 Penalty: 5538.197266
	Iteration 10Q: 3 clusters Score -9301284 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -9301940.000000 Penalty: 5538.197266
	Iteration 11Q: 3 clusters Score -9301940 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -9302340.000000 Penalty: 5538.197266
	Iteration 12Q: 3 clusters Score -9302340 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -9302577.000000 Penalty: 5538.197266
	Iteration 13Q: 3 clusters Score -9302577 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -9302746.000000 Penalty: 5538.197266
	Iteration 14Q: 3 clusters Score -9302746 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -9302847.000000 Penalty: 5538.197266
	Iteration 15Q: 3 clusters Score -9302847 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -9302981.000000 Penalty: 5538.197266
	Iteration 16Q: 3 clusters Score -9302981 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -9303168.000000 Penalty: 5538.197266
	Iteration 17Q: 3 clusters Score -9303168 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -9303349.000000 Penalty: 5538.197266
	Iteration 18Q: 3 clusters Score -9303349 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -9303594.000000 Penalty: 5538.197266
	Iteration 19Q: 3 clusters Score -9303594 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -9303901.000000 Penalty: 5538.197266
	Iteration 20F: 3 clusters Score -9303901 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -9304231.000000 Penalty: 5538.197266
	Iteration 21Q: 3 clusters Score -9304231 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -9304569.000000 Penalty: 5538.197266
	Iteration 22Q: 3 clusters Score -9304569 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9304928.000000 Penalty: 5538.197266
	Iteration 23Q: 3 clusters Score -9304928 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -9305322.000000 Penalty: 5538.197266
	Iteration 24Q: 3 clusters Score -9305322 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -9305806.000000 Penalty: 5538.197266
	Iteration 25Q: 3 clusters Score -9305806 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -9306283.000000 Penalty: 5538.197266
	Iteration 26Q: 3 clusters Score -9306283 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -9306804.000000 Penalty: 5538.197266
	Iteration 27Q: 3 clusters Score -9306804 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -9307423.000000 Penalty: 5538.197266
	Iteration 28Q: 3 clusters Score -9307423 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -9307955.000000 Penalty: 5538.197266
	Iteration 29Q: 3 clusters Score -9307955 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -9308583.000000 Penalty: 5538.197266
	Iteration 30Q: 3 clusters Score -9308583 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -9309259.000000 Penalty: 5538.197266
	Iteration 31Q: 3 clusters Score -9309259 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -9309851.000000 Penalty: 5538.197266
	Iteration 32Q: 3 clusters Score -9309851 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -9310552.000000 Penalty: 5538.197266
	Iteration 33Q: 3 clusters Score -9310552 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -9311179.000000 Penalty: 5538.197266
	Iteration 34Q: 3 clusters Score -9311179 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -9311725.000000 Penalty: 5538.197266
	Iteration 35Q: 3 clusters Score -9311725 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -9312247.000000 Penalty: 5538.197266
	Iteration 36Q: 3 clusters Score -9312247 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -9312671.000000 Penalty: 5538.197266
	Iteration 37Q: 3 clusters Score -9312671 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -9313040.000000 Penalty: 5538.197266
	Iteration 38Q: 3 clusters Score -9313040 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -9313313.000000 Penalty: 5538.197266
	Iteration 39Q: 3 clusters Score -9313313 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -9313512.000000 Penalty: 5538.197266
	Iteration 40F: 3 clusters Score -9313512 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -9313664.000000 Penalty: 5538.197266
	Iteration 41Q: 3 clusters Score -9313664 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -9313790.000000 Penalty: 5538.197266
	Iteration 42Q: 3 clusters Score -9313790 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -9313885.000000 Penalty: 5538.197266
	Iteration 43Q: 3 clusters Score -9313885 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -9313951.000000 Penalty: 5538.197266
	Iteration 44Q: 3 clusters Score -9313951 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -9314036.000000 Penalty: 5538.197266
	Iteration 45Q: 3 clusters Score -9314036 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -9314088.000000 Penalty: 5538.197266
	Iteration 46Q: 3 clusters Score -9314088 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -9314149.000000 Penalty: 5538.197266
	Iteration 47Q: 3 clusters Score -9314149 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -9314167.000000 Penalty: 5538.197266
	Iteration 48Q: 3 clusters Score -9314167 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -9314191.000000 Penalty: 5538.197266
	Iteration 49Q: 3 clusters Score -9314191 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -9314216.000000 Penalty: 5538.197266
	Iteration 50Q: 3 clusters Score -9314216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -9314224.000000 Penalty: 5538.197266
	Iteration 51Q: 3 clusters Score -9314224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -9314242.000000 Penalty: 5538.197266
	Iteration 52Q: 3 clusters Score -9314242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -9314268.000000 Penalty: 5538.197266
	Iteration 53Q: 3 clusters Score -9314268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -9314262.000000 Penalty: 5538.197266
	Iteration 54Q: 3 clusters Score -9314262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -9314273.000000 Penalty: 5538.197266
	Iteration 55Q: 3 clusters Score -9314273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -9314280.000000 Penalty: 5538.197266
	Iteration 56Q: 3 clusters Score -9314280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -9314278.000000 Penalty: 5538.197266
	Iteration 57Q: 3 clusters Score -9314278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -9314272.000000 Penalty: 5538.197266
	Iteration 58Q: 3 clusters Score -9314272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9314283.000000 Penalty: 5538.197266
	Iteration 59Q: 3 clusters Score -9314283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -9314277.000000 Penalty: 5538.197266
	Iteration 60F: 3 clusters Score -9314277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -9314275.000000 Penalty: 5538.197266
	Iteration 61Q: 3 clusters Score -9314275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -9314281.000000 Penalty: 5538.197266
	Iteration 62Q: 3 clusters Score -9314281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -9314297.000000 Penalty: 5538.197266
	Iteration 63Q: 3 clusters Score -9314297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -9314292.000000 Penalty: 5538.197266
	Iteration 64Q: 3 clusters Score -9314292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -9314299.000000 Penalty: 5538.197266
	Iteration 65Q: 3 clusters Score -9314299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -9314292.000000 Penalty: 5538.197266
	Iteration 66Q: 3 clusters Score -9314292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -9314290.000000 Penalty: 5538.197266
	Iteration 67Q: 3 clusters Score -9314290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -9314297.000000 Penalty: 5538.197266
	Iteration 68Q: 3 clusters Score -9314297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -9314297.000000 Penalty: 5538.197266
	Iteration 69Q: 3 clusters Score -9314297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -9314303.000000 Penalty: 5538.197266
	Iteration 70Q: 3 clusters Score -9314303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -9314288.000000 Penalty: 5538.197266
	Iteration 71Q: 3 clusters Score -9314288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -9314297.000000 Penalty: 5538.197266
	Iteration 72Q: 3 clusters Score -9314297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -9314303.000000 Penalty: 5538.197266
	Iteration 73Q: 3 clusters Score -9314303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -9314307.000000 Penalty: 5538.197266
	Iteration 74Q: 3 clusters Score -9314307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -9314309.000000 Penalty: 5538.197266
	Iteration 75Q: 3 clusters Score -9314309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -9314308.000000 Penalty: 5538.197266
	Iteration 76Q: 3 clusters Score -9314308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -9314310.000000 Penalty: 5538.197266
	Iteration 77Q: 3 clusters Score -9314310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -9314310.000000 Penalty: 5538.197266
	Iteration 78Q: 3 clusters Score -9314310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -9314313.000000 Penalty: 5538.197266
	Iteration 79Q: 3 clusters Score -9314313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -9314313.000000 Penalty: 5538.197266
	Iteration 80F: 3 clusters Score -9314313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9314313.000000 Penalty: 5538.197266
	Iteration 81Q: 3 clusters Score -9314313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -9314315.000000 Penalty: 5538.197266
	Iteration 82Q: 3 clusters Score -9314315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -9314316.000000 Penalty: 5538.197266
	Iteration 83Q: 3 clusters Score -9314316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -9314317.000000 Penalty: 5538.197266
	Iteration 84Q: 3 clusters Score -9314317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -9314321.000000 Penalty: 5538.197266
	Iteration 85Q: 3 clusters Score -9314321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -9314321.000000 Penalty: 5538.197266
	Iteration 86F: 3 clusters Score -9314321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 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 290 members 
Entering Unmasked Estep 
Score: -71130.054688 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71130.05 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71445.359375 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71445.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71620.281250 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71620.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71701.937500 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -71701.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71749.781250 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -71749.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71791.187500 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71791.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71806.335938 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71806.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71829.859375 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -71829.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71861.539062 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -71861.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71888.914062 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -71888.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71908.078125 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -71908.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71931.601562 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -71931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71943.328125 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -71943.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71967.500000 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -71967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71981.460938 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -71981.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71993.820312 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -71993.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72011.328125 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -72011.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72027.812500 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -72027.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72035.296875 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -72035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72041.523438 Penalty: 3185.124756
	Iteration 19Q: 3 clusters Score -72041.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72047.570312 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -72047.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72055.921875 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -72055.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72062.273438 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -72062.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72073.085938 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -72073.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72079.726562 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -72079.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72098.101562 Penalty: 3185.124756
	Iteration 25Q: 3 clusters Score -72098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72104.656250 Penalty: 3185.124756
	Iteration 26Q: 3 clusters Score -72104.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72109.226562 Penalty: 3185.124756
	Iteration 27Q: 3 clusters Score -72109.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72109.226562 Penalty: 3185.124756
	Iteration 28F: 3 clusters Score -72109.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Entering Unmasked Estep 
Score: -4045963.500000 Penalty: 2565.853516
	Iteration 0F: 2 clusters Score -4045964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4024688.750000 Penalty: 5131.707031
	Iteration 0F: 3 clusters Score -4024689 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4032412.500000 Penalty: 5131.707031
	Iteration 1F: 3 clusters Score -4032412 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4032954.500000 Penalty: 5131.707031
	Iteration 2F: 3 clusters Score -4032954 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4033458.750000 Penalty: 5131.707031
	Iteration 3Q: 3 clusters Score -4033459 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4033953.750000 Penalty: 5131.707031
	Iteration 4Q: 3 clusters Score -4033954 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4034547.500000 Penalty: 5131.707031
	Iteration 5Q: 3 clusters Score -4034548 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4035338.750000 Penalty: 5131.707031
	Iteration 6F: 3 clusters Score -4035339 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4036364.000000 Penalty: 5131.707031
	Iteration 7F: 3 clusters Score -4036364 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4037666.250000 Penalty: 5131.707031
	Iteration 8F: 3 clusters Score -4037666 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4039074.500000 Penalty: 5131.707031
	Iteration 9F: 3 clusters Score -4039074 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4040408.500000 Penalty: 5131.707031
	Iteration 10F: 3 clusters Score -4040408 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -4041533.500000 Penalty: 5131.707031
	Iteration 11Q: 3 clusters Score -4041534 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4042434.500000 Penalty: 5131.707031
	Iteration 12Q: 3 clusters Score -4042434 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4043026.000000 Penalty: 5131.707031
	Iteration 13Q: 3 clusters Score -4043026 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4043436.250000 Penalty: 5131.707031
	Iteration 14Q: 3 clusters Score -4043436 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4043734.250000 Penalty: 5131.707031
	Iteration 15Q: 3 clusters Score -4043734 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4043914.250000 Penalty: 5131.707031
	Iteration 16Q: 3 clusters Score -4043914 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4044076.000000 Penalty: 5131.707031
	Iteration 17Q: 3 clusters Score -4044076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4044217.500000 Penalty: 5131.707031
	Iteration 18Q: 3 clusters Score -4044218 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4044345.000000 Penalty: 5131.707031
	Iteration 19Q: 3 clusters Score -4044345 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -4044462.750000 Penalty: 5131.707031
	Iteration 20F: 3 clusters Score -4044463 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4044551.750000 Penalty: 5131.707031
	Iteration 21Q: 3 clusters Score -4044552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4044610.500000 Penalty: 5131.707031
	Iteration 22Q: 3 clusters Score -4044610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4044656.000000 Penalty: 5131.707031
	Iteration 23Q: 3 clusters Score -4044656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4044700.250000 Penalty: 5131.707031
	Iteration 24Q: 3 clusters Score -4044700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4044726.500000 Penalty: 5131.707031
	Iteration 25Q: 3 clusters Score -4044726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4044754.750000 Penalty: 5131.707031
	Iteration 26Q: 3 clusters Score -4044755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -4044785.250000 Penalty: 5131.707031
	Iteration 27Q: 3 clusters Score -4044785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4044806.250000 Penalty: 5131.707031
	Iteration 28Q: 3 clusters Score -4044806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4044825.000000 Penalty: 5131.707031
	Iteration 29Q: 3 clusters Score -4044825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4044830.750000 Penalty: 5131.707031
	Iteration 30Q: 3 clusters Score -4044831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4044827.500000 Penalty: 5131.707031
	Iteration 31Q: 3 clusters Score -4044828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4044837.250000 Penalty: 5131.707031
	Iteration 32Q: 3 clusters Score -4044837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4044846.750000 Penalty: 5131.707031
	Iteration 33Q: 3 clusters Score -4044847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4044844.250000 Penalty: 5131.707031
	Iteration 34Q: 3 clusters Score -4044844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4044850.250000 Penalty: 5131.707031
	Iteration 35Q: 3 clusters Score -4044850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4044853.250000 Penalty: 5131.707031
	Iteration 36Q: 3 clusters Score -4044853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4044853.500000 Penalty: 5131.707031
	Iteration 37Q: 3 clusters Score -4044854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4044855.500000 Penalty: 5131.707031
	Iteration 38Q: 3 clusters Score -4044856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4044855.500000 Penalty: 5131.707031
	Iteration 39F: 3 clusters Score -4044856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72226.093750 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72226.09 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72589.664062 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72589.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72742.500000 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -72742.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72849.617188 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -72849.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73009.664062 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -73009.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73169.609375 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73169.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73239.718750 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73239.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73275.945312 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73275.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73332.578125 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -73332.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73372.132812 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -73372.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73395.820312 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -73395.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73410.710938 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -73410.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73427.968750 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -73427.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73443.421875 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -73443.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73468.171875 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -73468.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73515.828125 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -73515.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73533.960938 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -73533.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73533.960938 Penalty: 3209.516602
	Iteration 17F: 3 clusters Score -73533.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 98 members 
Entering Unmasked Estep 
Score: -19580.419922 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19580.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19724.419922 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19724.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19858.156250 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -19858.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19956.634766 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19956.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19968.990234 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19968.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19989.978516 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19989.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20019.869141 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -20019.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20088.271484 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -20088.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20167.183594 Penalty: 2630.439209
	Iteration 8Q: 3 clusters Score -20167.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20315.095703 Penalty: 2630.439209
	Iteration 9Q: 3 clusters Score -20315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20477.015625 Penalty: 2630.439209
	Iteration 10Q: 3 clusters Score -20477.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20482.904297 Penalty: 2630.439209
	Iteration 11F: 3 clusters Score -20482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20593.953125 Penalty: 2630.439209
	Iteration 12Q: 3 clusters Score -20593.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20593.953125 Penalty: 2630.439209
	Iteration 13F: 3 clusters Score -20593.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -79013.070312 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -79013.07 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 398 members 
Entering Unmasked Estep 
Score: -77309.000000 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -77309 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77617.500000 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -77617.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77732.695312 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -77732.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77839.234375 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -77839.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77944.070312 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -77944.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78028.273438 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -78028.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78087.914062 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -78087.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78137.367188 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -78137.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78192.367188 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -78192.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78221.656250 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -78221.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78270.273438 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -78270.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78295.414062 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -78295.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78378.898438 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -78378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78407.992188 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -78407.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78418.304688 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -78418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78426.375000 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -78426.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78434.578125 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -78434.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78435.234375 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -78435.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78435.234375 Penalty: 3300.459473
	Iteration 18F: 3 clusters Score -78435.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -220238.203125 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -220238.2 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 876 members 
Entering Unmasked Estep 
Score: -217819.593750 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -217819.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -218266.796875 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -218266.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -218362.343750 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -218362.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -218412.234375 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -218412.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -218445.859375 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -218445.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -218465.906250 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -218465.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -218475.000000 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -218475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -218478.484375 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -218478.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -218483.375000 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -218483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -218487.984375 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -218488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -218496.078125 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -218496.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -218503.078125 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -218503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -218512.187500 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -218512.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -218516.265625 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -218516.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -218524.750000 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -218524.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218538.515625 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -218538.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218563.375000 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -218563.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -218579.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -218597.968750 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -218598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -218615.984375 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -218616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -218633.234375 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -218633.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -218648.718750 Penalty: 3703.532471
	Iteration 21Q: 3 clusters Score -218648.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -218664.859375 Penalty: 3703.532471
	Iteration 22Q: 3 clusters Score -218664.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -218683.000000 Penalty: 3703.532471
	Iteration 23Q: 3 clusters Score -218683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -218704.234375 Penalty: 3703.532471
	Iteration 24Q: 3 clusters Score -218704.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -218730.687500 Penalty: 3703.532471
	Iteration 25Q: 3 clusters Score -218730.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -218762.656250 Penalty: 3703.532471
	Iteration 26Q: 3 clusters Score -218762.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -218791.312500 Penalty: 3703.532471
	Iteration 27Q: 3 clusters Score -218791.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -218819.875000 Penalty: 3703.532471
	Iteration 28Q: 3 clusters Score -218819.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -218834.546875 Penalty: 3703.532471
	Iteration 29Q: 3 clusters Score -218834.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -218859.890625 Penalty: 3703.532471
	Iteration 30Q: 3 clusters Score -218859.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -218882.812500 Penalty: 3703.532471
	Iteration 31Q: 3 clusters Score -218882.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -218917.968750 Penalty: 3703.532471
	Iteration 32Q: 3 clusters Score -218918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -218960.046875 Penalty: 3703.532471
	Iteration 33Q: 3 clusters Score -218960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -219005.000000 Penalty: 3703.532471
	Iteration 34Q: 3 clusters Score -219005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -219069.859375 Penalty: 3703.532471
	Iteration 35Q: 3 clusters Score -219069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -219146.796875 Penalty: 3703.532471
	Iteration 36Q: 3 clusters Score -219146.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -219183.875000 Penalty: 3703.532471
	Iteration 37Q: 3 clusters Score -219183.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -219212.437500 Penalty: 3703.532471
	Iteration 38Q: 3 clusters Score -219212.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -219235.328125 Penalty: 3703.532471
	Iteration 39Q: 3 clusters Score -219235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -219250.093750 Penalty: 3703.532471
	Iteration 40F: 3 clusters Score -219250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -219269.468750 Penalty: 3703.532471
	Iteration 41Q: 3 clusters Score -219269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -219291.937500 Penalty: 3703.532471
	Iteration 42Q: 3 clusters Score -219291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -219308.953125 Penalty: 3703.532471
	Iteration 43Q: 3 clusters Score -219309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -219318.046875 Penalty: 3703.532471
	Iteration 44Q: 3 clusters Score -219318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -219321.984375 Penalty: 3703.532471
	Iteration 45Q: 3 clusters Score -219322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -219323.390625 Penalty: 3703.532471
	Iteration 46Q: 3 clusters Score -219323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -219325.406250 Penalty: 3703.532471
	Iteration 47Q: 3 clusters Score -219325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219327.546875 Penalty: 3703.532471
	Iteration 48Q: 3 clusters Score -219327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -219328.171875 Penalty: 3703.532471
	Iteration 49Q: 3 clusters Score -219328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -219328.171875 Penalty: 3703.532471
	Iteration 50F: 3 clusters Score -219328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 89 members 
Entering Unmasked Estep 
Score: -19111.875000 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19111.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19208.677734 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19208.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19222.582031 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19222.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19248.996094 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19265.587891 Penalty: 2597.275391
	Iteration 4Q: 3 clusters Score -19265.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19268.998047 Penalty: 2597.275391
	Iteration 5Q: 3 clusters Score -19269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19268.998047 Penalty: 2597.275391
	Iteration 6F: 3 clusters Score -19269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171901 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148015 members 
Mstep: Class 7 contains 130256 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172013 members 
Mstep: Class 10 contains 45737 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428216.000000 Penalty: 88796.882812
Iteration 439Q: 27 clusters Score -1.264282e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171901 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148015 members 
Mstep: Class 7 contains 130254 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172015 members 
Mstep: Class 10 contains 45740 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70667 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428192.000000 Penalty: 88796.882812
Iteration 440F: 27 clusters Score -1.264282e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171902 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148013 members 
Mstep: Class 7 contains 130253 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172017 members 
Mstep: Class 10 contains 45738 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49046 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70668 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428200.000000 Penalty: 88796.882812
Iteration 441Q: 27 clusters Score -1.264282e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171899 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148012 members 
Mstep: Class 7 contains 130253 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172016 members 
Mstep: Class 10 contains 45739 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70671 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428216.000000 Penalty: 88796.882812
Iteration 442Q: 27 clusters Score -1.264282e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 171900 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148013 members 
Mstep: Class 7 contains 130254 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172014 members 
Mstep: Class 10 contains 45739 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70673 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428304.000000 Penalty: 88796.882812
Iteration 443Q: 27 clusters Score -1.264283e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 171902 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148013 members 
Mstep: Class 7 contains 130251 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172011 members 
Mstep: Class 10 contains 45743 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70673 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31138 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 444Q: 27 clusters Score -1.264283e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 171904 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148012 members 
Mstep: Class 7 contains 130247 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172009 members 
Mstep: Class 10 contains 45744 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70675 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 445Q: 27 clusters Score -1.264283e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171903 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148008 members 
Mstep: Class 7 contains 130245 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172009 members 
Mstep: Class 10 contains 45747 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49046 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428360.000000 Penalty: 88796.882812
Iteration 446Q: 27 clusters Score -1.264284e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171906 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148005 members 
Mstep: Class 7 contains 130244 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172007 members 
Mstep: Class 10 contains 45748 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 447Q: 27 clusters Score -1.264283e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171908 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148003 members 
Mstep: Class 7 contains 130245 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172006 members 
Mstep: Class 10 contains 45748 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 448Q: 27 clusters Score -1.264283e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171909 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148001 members 
Mstep: Class 7 contains 130244 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172007 members 
Mstep: Class 10 contains 45749 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 449Q: 27 clusters Score -1.264283e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171908 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148001 members 
Mstep: Class 7 contains 130241 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172006 members 
Mstep: Class 10 contains 45754 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428272.000000 Penalty: 88796.882812
Iteration 450Q: 27 clusters Score -1.264283e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171909 members 
Mstep: Class 5 contains 24513 members 
Mstep: Class 6 contains 148001 members 
Mstep: Class 7 contains 130240 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172006 members 
Mstep: Class 10 contains 45755 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428256.000000 Penalty: 88796.882812
Iteration 451Q: 27 clusters Score -1.264283e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171912 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148002 members 
Mstep: Class 7 contains 130239 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45755 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 88796.882812
Iteration 452Q: 27 clusters Score -1.264283e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171912 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148003 members 
Mstep: Class 7 contains 130239 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45755 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 453Q: 27 clusters Score -1.264283e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171914 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148003 members 
Mstep: Class 7 contains 130238 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45755 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49048 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428344.000000 Penalty: 88796.882812
Iteration 454Q: 27 clusters Score -1.264283e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171913 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148004 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172005 members 
Mstep: Class 10 contains 45754 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 455Q: 27 clusters Score -1.264283e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171912 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148005 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172006 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428296.000000 Penalty: 88796.882812
Iteration 456Q: 27 clusters Score -1.264283e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171911 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148006 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172006 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428288.000000 Penalty: 88796.882812
Iteration 457Q: 27 clusters Score -1.264283e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171911 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148006 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172006 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 88796.882812
Iteration 458Q: 27 clusters Score -1.264283e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148009 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428248.000000 Penalty: 88796.882812
Iteration 459Q: 27 clusters Score -1.264282e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148009 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428248.000000 Penalty: 88796.882812
Iteration 460F: 27 clusters Score -1.264282e+08 nChanged 0
Entering ConstructFrom: 
Score: -126428248.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (40185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Entering Unmasked Estep 
Score: -5496167.500000 Penalty: 2629.109619
	Iteration 0F: 2 clusters Score -5496168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5469014.000000 Penalty: 5258.219238
	Iteration 0F: 3 clusters Score -5469014 nChanged 18303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5479361.000000 Penalty: 5258.219238
	Iteration 1F: 3 clusters Score -5479361 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5480127.500000 Penalty: 5258.219238
	Iteration 2Q: 3 clusters Score -5480128 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -5481096.000000 Penalty: 5258.219238
	Iteration 3F: 3 clusters Score -5481096 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -5482550.000000 Penalty: 5258.219238
	Iteration 4F: 3 clusters Score -5482550 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -5484592.500000 Penalty: 5258.219238
	Iteration 5F: 3 clusters Score -5484592 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -5487217.500000 Penalty: 5258.219238
	Iteration 6F: 3 clusters Score -5487218 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5489870.000000 Penalty: 5258.219238
	Iteration 7F: 3 clusters Score -5489870 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5491792.000000 Penalty: 5258.219238
	Iteration 8F: 3 clusters Score -5491792 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5492858.500000 Penalty: 5258.219238
	Iteration 9Q: 3 clusters Score -5492858 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5493359.000000 Penalty: 5258.219238
	Iteration 10Q: 3 clusters Score -5493359 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5493603.500000 Penalty: 5258.219238
	Iteration 11Q: 3 clusters Score -5493604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5493714.500000 Penalty: 5258.219238
	Iteration 12Q: 3 clusters Score -5493714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -5493787.000000 Penalty: 5258.219238
	Iteration 13Q: 3 clusters Score -5493787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5493827.500000 Penalty: 5258.219238
	Iteration 14Q: 3 clusters Score -5493828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5493847.500000 Penalty: 5258.219238
	Iteration 15Q: 3 clusters Score -5493848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5493865.500000 Penalty: 5258.219238
	Iteration 16Q: 3 clusters Score -5493866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5493878.000000 Penalty: 5258.219238
	Iteration 17Q: 3 clusters Score -5493878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5493886.000000 Penalty: 5258.219238
	Iteration 18Q: 3 clusters Score -5493886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5493892.000000 Penalty: 5258.219238
	Iteration 19Q: 3 clusters Score -5493892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5493893.500000 Penalty: 5258.219238
	Iteration 20F: 3 clusters Score -5493894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5493891.500000 Penalty: 5258.219238
	Iteration 21Q: 3 clusters Score -5493892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5493899.500000 Penalty: 5258.219238
	Iteration 22Q: 3 clusters Score -5493900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5493901.000000 Penalty: 5258.219238
	Iteration 23Q: 3 clusters Score -5493901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5493900.500000 Penalty: 5258.219238
	Iteration 24Q: 3 clusters Score -5493900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5493898.000000 Penalty: 5258.219238
	Iteration 25Q: 3 clusters Score -5493898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5493898.000000 Penalty: 5258.219238
	Iteration 26F: 3 clusters Score -5493898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -963468.312500 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -963468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -957510.187500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -957510.2 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -959091.937500 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -959091.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -959346.812500 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -959346.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -959516.687500 Penalty: 4419.583496
	Iteration 3Q: 3 clusters Score -959516.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -959659.687500 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -959659.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -959766.750000 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -959766.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -959853.437500 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -959853.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -959938.250000 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -959938.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -960007.312500 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -960007.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -960071.375000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -960071.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -960133.687500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -960133.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -960192.812500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -960192.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -960266.000000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -960266 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -960351.375000 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -960351.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -960442.937500 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -960442.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -960555.500000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -960555.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -960669.125000 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -960669.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -960797.000000 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -960797 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -960946.437500 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -960946.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -961086.625000 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -961086.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -961205.750000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -961205.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -961324.625000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -961324.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -961443.250000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -961443.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -961522.812500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -961522.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -961575.687500 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -961575.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -961613.500000 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -961613.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -961645.187500 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -961645.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -961679.375000 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -961679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -961700.125000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -961700.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -961710.000000 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -961710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -961715.187500 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -961715.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -961721.500000 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -961721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -961728.812500 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -961728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -961734.375000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -961734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -961742.125000 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -961742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -961744.500000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -961744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -961746.875000 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -961746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -961748.062500 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -961748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -961754.562500 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -961754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -961755.875000 Penalty: 4419.583496
	Iteration 39Q: 3 clusters Score -961755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -961758.250000 Penalty: 4419.583496
	Iteration 40F: 3 clusters Score -961758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -961760.687500 Penalty: 4419.583496
	Iteration 41Q: 3 clusters Score -961760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -961759.500000 Penalty: 4419.583496
	Iteration 42Q: 3 clusters Score -961759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -961760.812500 Penalty: 4419.583496
	Iteration 43Q: 3 clusters Score -961760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -961760.812500 Penalty: 4419.583496
	Iteration 44F: 3 clusters Score -961760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Entering Unmasked Estep 
Score: -1134224.750000 Penalty: 2255.904297
	Iteration 0F: 2 clusters Score -1134225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1127231.250000 Penalty: 4511.808594
	Iteration 0F: 3 clusters Score -1127231 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1129123.375000 Penalty: 4511.808594
	Iteration 1F: 3 clusters Score -1129123 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1129375.875000 Penalty: 4511.808594
	Iteration 2F: 3 clusters Score -1129376 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1129558.750000 Penalty: 4511.808594
	Iteration 3Q: 3 clusters Score -1129559 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1129712.875000 Penalty: 4511.808594
	Iteration 4Q: 3 clusters Score -1129713 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1129840.500000 Penalty: 4511.808594
	Iteration 5Q: 3 clusters Score -1129840 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1129961.250000 Penalty: 4511.808594
	Iteration 6Q: 3 clusters Score -1129961 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1130111.125000 Penalty: 4511.808594
	Iteration 7Q: 3 clusters Score -1130111 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1130294.750000 Penalty: 4511.808594
	Iteration 8Q: 3 clusters Score -1130295 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1130487.375000 Penalty: 4511.808594
	Iteration 9Q: 3 clusters Score -1130487 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1130683.500000 Penalty: 4511.808594
	Iteration 10Q: 3 clusters Score -1130684 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1130910.000000 Penalty: 4511.808594
	Iteration 11Q: 3 clusters Score -1130910 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1131155.625000 Penalty: 4511.808594
	Iteration 12Q: 3 clusters Score -1131156 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1131409.250000 Penalty: 4511.808594
	Iteration 13Q: 3 clusters Score -1131409 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1131655.625000 Penalty: 4511.808594
	Iteration 14Q: 3 clusters Score -1131656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1131864.750000 Penalty: 4511.808594
	Iteration 15Q: 3 clusters Score -1131865 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1132023.375000 Penalty: 4511.808594
	Iteration 16Q: 3 clusters Score -1132023 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1132142.625000 Penalty: 4511.808594
	Iteration 17Q: 3 clusters Score -1132143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1132226.375000 Penalty: 4511.808594
	Iteration 18Q: 3 clusters Score -1132226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1132272.250000 Penalty: 4511.808594
	Iteration 19Q: 3 clusters Score -1132272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1132307.750000 Penalty: 4511.808594
	Iteration 20F: 3 clusters Score -1132308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1132335.625000 Penalty: 4511.808594
	Iteration 21Q: 3 clusters Score -1132336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1132360.750000 Penalty: 4511.808594
	Iteration 22Q: 3 clusters Score -1132361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1132370.875000 Penalty: 4511.808594
	Iteration 23Q: 3 clusters Score -1132371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1132383.000000 Penalty: 4511.808594
	Iteration 24Q: 3 clusters Score -1132383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1132388.250000 Penalty: 4511.808594
	Iteration 25Q: 3 clusters Score -1132388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1132396.250000 Penalty: 4511.808594
	Iteration 26Q: 3 clusters Score -1132396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1132403.250000 Penalty: 4511.808594
	Iteration 27Q: 3 clusters Score -1132403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1132408.875000 Penalty: 4511.808594
	Iteration 28Q: 3 clusters Score -1132409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1132411.250000 Penalty: 4511.808594
	Iteration 29Q: 3 clusters Score -1132411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1132412.000000 Penalty: 4511.808594
	Iteration 30Q: 3 clusters Score -1132412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1132412.000000 Penalty: 4511.808594
	Iteration 31Q: 3 clusters Score -1132412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1132412.500000 Penalty: 4511.808594
	Iteration 32Q: 3 clusters Score -1132412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1132413.125000 Penalty: 4511.808594
	Iteration 33Q: 3 clusters Score -1132413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1132413.125000 Penalty: 4511.808594
	Iteration 34F: 3 clusters Score -1132413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171910 members 
Entering Unmasked Estep 
Score: -23312574.000000 Penalty: 2989.572266
	Iteration 0F: 2 clusters Score -2.331257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -23201142.000000 Penalty: 5979.144531
	Iteration 0F: 3 clusters Score -2.320114e+07 nChanged 82268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -23248550.000000 Penalty: 5979.144531
	Iteration 1F: 3 clusters Score -2.324855e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -23249450.000000 Penalty: 5979.144531
	Iteration 2Q: 3 clusters Score -2.324945e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -23250444.000000 Penalty: 5979.144531
	Iteration 3Q: 3 clusters Score -2.325044e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -23251656.000000 Penalty: 5979.144531
	Iteration 4Q: 3 clusters Score -2.325166e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -23253700.000000 Penalty: 5979.144531
	Iteration 5Q: 3 clusters Score -2.32537e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -23256616.000000 Penalty: 5979.144531
	Iteration 6Q: 3 clusters Score -2.325662e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -23261302.000000 Penalty: 5979.144531
	Iteration 7Q: 3 clusters Score -2.32613e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 116955 members 
Entering Unmasked Estep 
Score: -23268256.000000 Penalty: 5979.144531
	Iteration 8F: 3 clusters Score -2.326826e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -23276868.000000 Penalty: 5979.144531
	Iteration 9F: 3 clusters Score -2.327687e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -23284772.000000 Penalty: 5979.144531
	Iteration 10F: 3 clusters Score -2.328477e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 139667 members 
Entering Unmasked Estep 
Score: -23290422.000000 Penalty: 5979.144531
	Iteration 11Q: 3 clusters Score -2.329042e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -23293770.000000 Penalty: 5979.144531
	Iteration 12Q: 3 clusters Score -2.329377e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -23295800.000000 Penalty: 5979.144531
	Iteration 13Q: 3 clusters Score -2.32958e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -23297696.000000 Penalty: 5979.144531
	Iteration 14Q: 3 clusters Score -2.32977e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 153908 members 
Entering Unmasked Estep 
Score: -23299378.000000 Penalty: 5979.144531
	Iteration 15Q: 3 clusters Score -2.329938e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -23301152.000000 Penalty: 5979.144531
	Iteration 16Q: 3 clusters Score -2.330115e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 159780 members 
Entering Unmasked Estep 
Score: -23302758.000000 Penalty: 5979.144531
	Iteration 17Q: 3 clusters Score -2.330276e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -23304122.000000 Penalty: 5979.144531
	Iteration 18Q: 3 clusters Score -2.330412e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -23305432.000000 Penalty: 5979.144531
	Iteration 19Q: 3 clusters Score -2.330543e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 166892 members 
Entering Unmasked Estep 
Score: -23306896.000000 Penalty: 5979.144531
	Iteration 20F: 3 clusters Score -2.33069e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 168501 members 
Entering Unmasked Estep 
Score: -23307958.000000 Penalty: 5979.144531
	Iteration 21Q: 3 clusters Score -2.330796e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 169687 members 
Entering Unmasked Estep 
Score: -23308762.000000 Penalty: 5979.144531
	Iteration 22Q: 3 clusters Score -2.330876e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -23309268.000000 Penalty: 5979.144531
	Iteration 23Q: 3 clusters Score -2.330927e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -23309470.000000 Penalty: 5979.144531
	Iteration 24Q: 3 clusters Score -2.330947e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 171148 members 
Entering Unmasked Estep 
Score: -23309676.000000 Penalty: 5979.144531
	Iteration 25Q: 3 clusters Score -2.330968e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -23309822.000000 Penalty: 5979.144531
	Iteration 26Q: 3 clusters Score -2.330982e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -23309854.000000 Penalty: 5979.144531
	Iteration 27Q: 3 clusters Score -2.330985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 171421 members 
Entering Unmasked Estep 
Score: -23309878.000000 Penalty: 5979.144531
	Iteration 28Q: 3 clusters Score -2.330988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -23309944.000000 Penalty: 5979.144531
	Iteration 29Q: 3 clusters Score -2.330994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -23309950.000000 Penalty: 5979.144531
	Iteration 30Q: 3 clusters Score -2.330995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -23309978.000000 Penalty: 5979.144531
	Iteration 31Q: 3 clusters Score -2.330998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 171497 members 
Entering Unmasked Estep 
Score: -23309970.000000 Penalty: 5979.144531
	Iteration 32Q: 3 clusters Score -2.330997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -23310012.000000 Penalty: 5979.144531
	Iteration 33Q: 3 clusters Score -2.331001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -23309998.000000 Penalty: 5979.144531
	Iteration 34Q: 3 clusters Score -2.331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -23310018.000000 Penalty: 5979.144531
	Iteration 35Q: 3 clusters Score -2.331002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -23310024.000000 Penalty: 5979.144531
	Iteration 36Q: 3 clusters Score -2.331002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -23310010.000000 Penalty: 5979.144531
	Iteration 37Q: 3 clusters Score -2.331001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -23310032.000000 Penalty: 5979.144531
	Iteration 38Q: 3 clusters Score -2.331003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 171538 members 
Entering Unmasked Estep 
Score: -23310034.000000 Penalty: 5979.144531
	Iteration 39Q: 3 clusters Score -2.331003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -23310028.000000 Penalty: 5979.144531
	Iteration 40F: 3 clusters Score -2.331003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -23310044.000000 Penalty: 5979.144531
	Iteration 41Q: 3 clusters Score -2.331004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -23310050.000000 Penalty: 5979.144531
	Iteration 42Q: 3 clusters Score -2.331005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -23310050.000000 Penalty: 5979.144531
	Iteration 43Q: 3 clusters Score -2.331005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 171549 members 
Entering Unmasked Estep 
Score: -23310048.000000 Penalty: 5979.144531
	Iteration 44Q: 3 clusters Score -2.331005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -23310058.000000 Penalty: 5979.144531
	Iteration 45Q: 3 clusters Score -2.331006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -23310058.000000 Penalty: 5979.144531
	Iteration 46Q: 3 clusters Score -2.331006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -23310058.000000 Penalty: 5979.144531
	Iteration 47Q: 3 clusters Score -2.331006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -23310058.000000 Penalty: 5979.144531
	Iteration 48F: 3 clusters Score -2.331006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Entering Unmasked Estep 
Score: -3362982.000000 Penalty: 2506.515625
	Iteration 0F: 2 clusters Score -3362982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3345915.500000 Penalty: 5013.031250
	Iteration 0F: 3 clusters Score -3345916 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3352023.250000 Penalty: 5013.031250
	Iteration 1F: 3 clusters Score -3352023 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3352579.250000 Penalty: 5013.031250
	Iteration 2F: 3 clusters Score -3352579 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3353146.250000 Penalty: 5013.031250
	Iteration 3F: 3 clusters Score -3353146 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3353756.000000 Penalty: 5013.031250
	Iteration 4F: 3 clusters Score -3353756 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3354534.000000 Penalty: 5013.031250
	Iteration 5F: 3 clusters Score -3354534 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3355549.750000 Penalty: 5013.031250
	Iteration 6F: 3 clusters Score -3355550 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3356800.750000 Penalty: 5013.031250
	Iteration 7F: 3 clusters Score -3356801 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3357978.750000 Penalty: 5013.031250
	Iteration 8F: 3 clusters Score -3357979 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3359000.000000 Penalty: 5013.031250
	Iteration 9Q: 3 clusters Score -3359000 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3359714.250000 Penalty: 5013.031250
	Iteration 10Q: 3 clusters Score -3359714 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3360134.750000 Penalty: 5013.031250
	Iteration 11Q: 3 clusters Score -3360135 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3360413.250000 Penalty: 5013.031250
	Iteration 12Q: 3 clusters Score -3360413 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3360565.250000 Penalty: 5013.031250
	Iteration 13Q: 3 clusters Score -3360565 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3360648.500000 Penalty: 5013.031250
	Iteration 14Q: 3 clusters Score -3360648 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3360701.750000 Penalty: 5013.031250
	Iteration 15Q: 3 clusters Score -3360702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3360726.750000 Penalty: 5013.031250
	Iteration 16Q: 3 clusters Score -3360727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3360748.500000 Penalty: 5013.031250
	Iteration 17Q: 3 clusters Score -3360748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3360773.250000 Penalty: 5013.031250
	Iteration 18Q: 3 clusters Score -3360773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3360781.500000 Penalty: 5013.031250
	Iteration 19Q: 3 clusters Score -3360782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3360792.250000 Penalty: 5013.031250
	Iteration 20F: 3 clusters Score -3360792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3360811.500000 Penalty: 5013.031250
	Iteration 21Q: 3 clusters Score -3360812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3360808.000000 Penalty: 5013.031250
	Iteration 22Q: 3 clusters Score -3360808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3360817.250000 Penalty: 5013.031250
	Iteration 23Q: 3 clusters Score -3360817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3360833.750000 Penalty: 5013.031250
	Iteration 24Q: 3 clusters Score -3360834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3360841.750000 Penalty: 5013.031250
	Iteration 25Q: 3 clusters Score -3360842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3360851.000000 Penalty: 5013.031250
	Iteration 26Q: 3 clusters Score -3360851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3360854.750000 Penalty: 5013.031250
	Iteration 27Q: 3 clusters Score -3360855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3360851.500000 Penalty: 5013.031250
	Iteration 28Q: 3 clusters Score -3360852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3360860.000000 Penalty: 5013.031250
	Iteration 29Q: 3 clusters Score -3360860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3360868.250000 Penalty: 5013.031250
	Iteration 30Q: 3 clusters Score -3360868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3360871.250000 Penalty: 5013.031250
	Iteration 31Q: 3 clusters Score -3360871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3360872.750000 Penalty: 5013.031250
	Iteration 32Q: 3 clusters Score -3360873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3360873.750000 Penalty: 5013.031250
	Iteration 33Q: 3 clusters Score -3360874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3360873.500000 Penalty: 5013.031250
	Iteration 34Q: 3 clusters Score -3360874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3360878.000000 Penalty: 5013.031250
	Iteration 35Q: 3 clusters Score -3360878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3360879.250000 Penalty: 5013.031250
	Iteration 36Q: 3 clusters Score -3360879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3360880.000000 Penalty: 5013.031250
	Iteration 37Q: 3 clusters Score -3360880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3360884.750000 Penalty: 5013.031250
	Iteration 38Q: 3 clusters Score -3360885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3360884.250000 Penalty: 5013.031250
	Iteration 39Q: 3 clusters Score -3360884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3360886.750000 Penalty: 5013.031250
	Iteration 40F: 3 clusters Score -3360887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3360882.250000 Penalty: 5013.031250
	Iteration 41Q: 3 clusters Score -3360882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3360882.250000 Penalty: 5013.031250
	Iteration 42Q: 3 clusters Score -3360882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3360882.250000 Penalty: 5013.031250
	Iteration 43F: 3 clusters Score -3360882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Entering Unmasked Estep 
Score: -19999238.000000 Penalty: 2952.447021
	Iteration 0F: 2 clusters Score -1.999924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -19902748.000000 Penalty: 5904.894043
	Iteration 0F: 3 clusters Score -1.990275e+07 nChanged 70585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -19943402.000000 Penalty: 5904.894043
	Iteration 1F: 3 clusters Score -1.99434e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -19944616.000000 Penalty: 5904.894043
	Iteration 2Q: 3 clusters Score -1.994462e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -19946094.000000 Penalty: 5904.894043
	Iteration 3Q: 3 clusters Score -1.994609e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -19948648.000000 Penalty: 5904.894043
	Iteration 4Q: 3 clusters Score -1.994865e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -19952302.000000 Penalty: 5904.894043
	Iteration 5Q: 3 clusters Score -1.99523e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -19957684.000000 Penalty: 5904.894043
	Iteration 6F: 3 clusters Score -1.995768e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -19963980.000000 Penalty: 5904.894043
	Iteration 7F: 3 clusters Score -1.996398e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -19970654.000000 Penalty: 5904.894043
	Iteration 8F: 3 clusters Score -1.997065e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -19976470.000000 Penalty: 5904.894043
	Iteration 9F: 3 clusters Score -1.997647e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -19980980.000000 Penalty: 5904.894043
	Iteration 10Q: 3 clusters Score -1.998098e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 121158 members 
Entering Unmasked Estep 
Score: -19984640.000000 Penalty: 5904.894043
	Iteration 11Q: 3 clusters Score -1.998464e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -19987254.000000 Penalty: 5904.894043
	Iteration 12Q: 3 clusters Score -1.998725e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -19988988.000000 Penalty: 5904.894043
	Iteration 13Q: 3 clusters Score -1.998899e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -19990440.000000 Penalty: 5904.894043
	Iteration 14Q: 3 clusters Score -1.999044e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 133467 members 
Entering Unmasked Estep 
Score: -19991632.000000 Penalty: 5904.894043
	Iteration 15Q: 3 clusters Score -1.999163e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 135424 members 
Entering Unmasked Estep 
Score: -19992696.000000 Penalty: 5904.894043
	Iteration 16Q: 3 clusters Score -1.99927e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -19993448.000000 Penalty: 5904.894043
	Iteration 17Q: 3 clusters Score -1.999345e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -19994042.000000 Penalty: 5904.894043
	Iteration 18Q: 3 clusters Score -1.999404e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 139576 members 
Entering Unmasked Estep 
Score: -19994476.000000 Penalty: 5904.894043
	Iteration 19Q: 3 clusters Score -1.999448e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -19994786.000000 Penalty: 5904.894043
	Iteration 20F: 3 clusters Score -1.999479e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -19995092.000000 Penalty: 5904.894043
	Iteration 21Q: 3 clusters Score -1.999509e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 141894 members 
Entering Unmasked Estep 
Score: -19995344.000000 Penalty: 5904.894043
	Iteration 22Q: 3 clusters Score -1.999534e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -19995612.000000 Penalty: 5904.894043
	Iteration 23Q: 3 clusters Score -1.999561e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -19995782.000000 Penalty: 5904.894043
	Iteration 24Q: 3 clusters Score -1.999578e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -19995904.000000 Penalty: 5904.894043
	Iteration 25Q: 3 clusters Score -1.99959e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 143500 members 
Entering Unmasked Estep 
Score: -19996056.000000 Penalty: 5904.894043
	Iteration 26Q: 3 clusters Score -1.999606e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 143724 members 
Entering Unmasked Estep 
Score: -19996110.000000 Penalty: 5904.894043
	Iteration 27Q: 3 clusters Score -1.999611e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 143916 members 
Entering Unmasked Estep 
Score: -19996142.000000 Penalty: 5904.894043
	Iteration 28Q: 3 clusters Score -1.999614e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -19996182.000000 Penalty: 5904.894043
	Iteration 29Q: 3 clusters Score -1.999618e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 144214 members 
Entering Unmasked Estep 
Score: -19996240.000000 Penalty: 5904.894043
	Iteration 30Q: 3 clusters Score -1.999624e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 144334 members 
Entering Unmasked Estep 
Score: -19996292.000000 Penalty: 5904.894043
	Iteration 31Q: 3 clusters Score -1.999629e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 144442 members 
Entering Unmasked Estep 
Score: -19996376.000000 Penalty: 5904.894043
	Iteration 32Q: 3 clusters Score -1.999638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -19996394.000000 Penalty: 5904.894043
	Iteration 33Q: 3 clusters Score -1.999639e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 144635 members 
Entering Unmasked Estep 
Score: -19996442.000000 Penalty: 5904.894043
	Iteration 34Q: 3 clusters Score -1.999644e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -19996470.000000 Penalty: 5904.894043
	Iteration 35Q: 3 clusters Score -1.999647e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -19996440.000000 Penalty: 5904.894043
	Iteration 36Q: 3 clusters Score -1.999644e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 144851 members 
Entering Unmasked Estep 
Score: -19996490.000000 Penalty: 5904.894043
	Iteration 37Q: 3 clusters Score -1.999649e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -19996508.000000 Penalty: 5904.894043
	Iteration 38Q: 3 clusters Score -1.999651e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 144954 members 
Entering Unmasked Estep 
Score: -19996510.000000 Penalty: 5904.894043
	Iteration 39Q: 3 clusters Score -1.999651e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -19996528.000000 Penalty: 5904.894043
	Iteration 40F: 3 clusters Score -1.999653e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 145065 members 
Entering Unmasked Estep 
Score: -19996560.000000 Penalty: 5904.894043
	Iteration 41Q: 3 clusters Score -1.999656e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 145107 members 
Entering Unmasked Estep 
Score: -19996574.000000 Penalty: 5904.894043
	Iteration 42Q: 3 clusters Score -1.999657e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -19996564.000000 Penalty: 5904.894043
	Iteration 43Q: 3 clusters Score -1.999656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -19996584.000000 Penalty: 5904.894043
	Iteration 44Q: 3 clusters Score -1.999658e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -19996604.000000 Penalty: 5904.894043
	Iteration 45Q: 3 clusters Score -1.99966e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -19996616.000000 Penalty: 5904.894043
	Iteration 46Q: 3 clusters Score -1.999662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 145293 members 
Entering Unmasked Estep 
Score: -19996640.000000 Penalty: 5904.894043
	Iteration 47Q: 3 clusters Score -1.999664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 145335 members 
Entering Unmasked Estep 
Score: -19996658.000000 Penalty: 5904.894043
	Iteration 48Q: 3 clusters Score -1.999666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -19996676.000000 Penalty: 5904.894043
	Iteration 49Q: 3 clusters Score -1.999668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 145399 members 
Entering Unmasked Estep 
Score: -19996706.000000 Penalty: 5904.894043
	Iteration 50Q: 3 clusters Score -1.999671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 145416 members 
Entering Unmasked Estep 
Score: -19996710.000000 Penalty: 5904.894043
	Iteration 51Q: 3 clusters Score -1.999671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -19996706.000000 Penalty: 5904.894043
	Iteration 52Q: 3 clusters Score -1.999671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 145444 members 
Entering Unmasked Estep 
Score: -19996710.000000 Penalty: 5904.894043
	Iteration 53Q: 3 clusters Score -1.999671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 145458 members 
Entering Unmasked Estep 
Score: -19996692.000000 Penalty: 5904.894043
	Iteration 54Q: 3 clusters Score -1.999669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -19996702.000000 Penalty: 5904.894043
	Iteration 55Q: 3 clusters Score -1.99967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -19996736.000000 Penalty: 5904.894043
	Iteration 56Q: 3 clusters Score -1.999674e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -19996750.000000 Penalty: 5904.894043
	Iteration 57Q: 3 clusters Score -1.999675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 145527 members 
Entering Unmasked Estep 
Score: -19996762.000000 Penalty: 5904.894043
	Iteration 58Q: 3 clusters Score -1.999676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 145537 members 
Entering Unmasked Estep 
Score: -19996758.000000 Penalty: 5904.894043
	Iteration 59Q: 3 clusters Score -1.999676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -19996780.000000 Penalty: 5904.894043
	Iteration 60F: 3 clusters Score -1.999678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 145560 members 
Entering Unmasked Estep 
Score: -19996796.000000 Penalty: 5904.894043
	Iteration 61Q: 3 clusters Score -1.99968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -19996798.000000 Penalty: 5904.894043
	Iteration 62Q: 3 clusters Score -1.99968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 145583 members 
Entering Unmasked Estep 
Score: -19996796.000000 Penalty: 5904.894043
	Iteration 63Q: 3 clusters Score -1.99968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 145596 members 
Entering Unmasked Estep 
Score: -19996792.000000 Penalty: 5904.894043
	Iteration 64Q: 3 clusters Score -1.999679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 145599 members 
Entering Unmasked Estep 
Score: -19996800.000000 Penalty: 5904.894043
	Iteration 65Q: 3 clusters Score -1.99968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -19996808.000000 Penalty: 5904.894043
	Iteration 66Q: 3 clusters Score -1.999681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -19996800.000000 Penalty: 5904.894043
	Iteration 67Q: 3 clusters Score -1.99968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -19996810.000000 Penalty: 5904.894043
	Iteration 68Q: 3 clusters Score -1.999681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 145639 members 
Entering Unmasked Estep 
Score: -19996816.000000 Penalty: 5904.894043
	Iteration 69Q: 3 clusters Score -1.999682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -19996810.000000 Penalty: 5904.894043
	Iteration 70Q: 3 clusters Score -1.999681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 145645 members 
Entering Unmasked Estep 
Score: -19996806.000000 Penalty: 5904.894043
	Iteration 71Q: 3 clusters Score -1.999681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 145645 members 
Entering Unmasked Estep 
Score: -19996818.000000 Penalty: 5904.894043
	Iteration 72Q: 3 clusters Score -1.999682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -19996816.000000 Penalty: 5904.894043
	Iteration 73Q: 3 clusters Score -1.999682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -19996820.000000 Penalty: 5904.894043
	Iteration 74Q: 3 clusters Score -1.999682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -19996826.000000 Penalty: 5904.894043
	Iteration 75Q: 3 clusters Score -1.999683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -19996826.000000 Penalty: 5904.894043
	Iteration 76F: 3 clusters Score -1.999683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Entering Unmasked Estep 
Score: -17642786.000000 Penalty: 2920.723633
	Iteration 0F: 2 clusters Score -1.764279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -17556530.000000 Penalty: 5841.447266
	Iteration 0F: 3 clusters Score -1.755653e+07 nChanged 61926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -17592020.000000 Penalty: 5841.447266
	Iteration 1F: 3 clusters Score -1.759202e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -17593144.000000 Penalty: 5841.447266
	Iteration 2Q: 3 clusters Score -1.759314e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -17594256.000000 Penalty: 5841.447266
	Iteration 3Q: 3 clusters Score -1.759426e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -17595866.000000 Penalty: 5841.447266
	Iteration 4Q: 3 clusters Score -1.759587e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -17598294.000000 Penalty: 5841.447266
	Iteration 5Q: 3 clusters Score -1.759829e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -17602516.000000 Penalty: 5841.447266
	Iteration 6F: 3 clusters Score -1.760252e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -17608718.000000 Penalty: 5841.447266
	Iteration 7F: 3 clusters Score -1.760872e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -17616758.000000 Penalty: 5841.447266
	Iteration 8F: 3 clusters Score -1.761676e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -17625496.000000 Penalty: 5841.447266
	Iteration 9F: 3 clusters Score -1.76255e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -17631508.000000 Penalty: 5841.447266
	Iteration 10Q: 3 clusters Score -1.763151e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -17634244.000000 Penalty: 5841.447266
	Iteration 11Q: 3 clusters Score -1.763424e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -17635564.000000 Penalty: 5841.447266
	Iteration 12Q: 3 clusters Score -1.763556e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112684 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -17636378.000000 Penalty: 5841.447266
	Iteration 13Q: 3 clusters Score -1.763638e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -17637010.000000 Penalty: 5841.447266
	Iteration 14Q: 3 clusters Score -1.763701e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -17637666.000000 Penalty: 5841.447266
	Iteration 15Q: 3 clusters Score -1.763767e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -17638126.000000 Penalty: 5841.447266
	Iteration 16Q: 3 clusters Score -1.763813e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118667 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -17638648.000000 Penalty: 5841.447266
	Iteration 17Q: 3 clusters Score -1.763865e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119850 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -17639034.000000 Penalty: 5841.447266
	Iteration 18Q: 3 clusters Score -1.763903e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120871 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -17639398.000000 Penalty: 5841.447266
	Iteration 19Q: 3 clusters Score -1.76394e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -17639684.000000 Penalty: 5841.447266
	Iteration 20F: 3 clusters Score -1.763968e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -17639986.000000 Penalty: 5841.447266
	Iteration 21Q: 3 clusters Score -1.763999e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -17640186.000000 Penalty: 5841.447266
	Iteration 22Q: 3 clusters Score -1.764019e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123931 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -17640420.000000 Penalty: 5841.447266
	Iteration 23Q: 3 clusters Score -1.764042e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -17640622.000000 Penalty: 5841.447266
	Iteration 24Q: 3 clusters Score -1.764062e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -17640804.000000 Penalty: 5841.447266
	Iteration 25Q: 3 clusters Score -1.76408e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -17640876.000000 Penalty: 5841.447266
	Iteration 26Q: 3 clusters Score -1.764088e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -17640984.000000 Penalty: 5841.447266
	Iteration 27Q: 3 clusters Score -1.764098e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -17641036.000000 Penalty: 5841.447266
	Iteration 28Q: 3 clusters Score -1.764104e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126091 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -17641064.000000 Penalty: 5841.447266
	Iteration 29Q: 3 clusters Score -1.764106e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126263 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -17641072.000000 Penalty: 5841.447266
	Iteration 30Q: 3 clusters Score -1.764107e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17641080.000000 Penalty: 5841.447266
	Iteration 31Q: 3 clusters Score -1.764108e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -17641052.000000 Penalty: 5841.447266
	Iteration 32Q: 3 clusters Score -1.764105e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -17641124.000000 Penalty: 5841.447266
	Iteration 33Q: 3 clusters Score -1.764112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126699 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -17641156.000000 Penalty: 5841.447266
	Iteration 34Q: 3 clusters Score -1.764116e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -17641162.000000 Penalty: 5841.447266
	Iteration 35Q: 3 clusters Score -1.764116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -17641170.000000 Penalty: 5841.447266
	Iteration 36Q: 3 clusters Score -1.764117e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -17641210.000000 Penalty: 5841.447266
	Iteration 37Q: 3 clusters Score -1.764121e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -17641238.000000 Penalty: 5841.447266
	Iteration 38Q: 3 clusters Score -1.764124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126926 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -17641236.000000 Penalty: 5841.447266
	Iteration 39Q: 3 clusters Score -1.764124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -17641226.000000 Penalty: 5841.447266
	Iteration 40F: 3 clusters Score -1.764123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -17641204.000000 Penalty: 5841.447266
	Iteration 41Q: 3 clusters Score -1.76412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126993 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -17641218.000000 Penalty: 5841.447266
	Iteration 42Q: 3 clusters Score -1.764122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -17641200.000000 Penalty: 5841.447266
	Iteration 43Q: 3 clusters Score -1.76412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -17641198.000000 Penalty: 5841.447266
	Iteration 44Q: 3 clusters Score -1.76412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127071 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17641240.000000 Penalty: 5841.447266
	Iteration 45Q: 3 clusters Score -1.764124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -17641222.000000 Penalty: 5841.447266
	Iteration 46Q: 3 clusters Score -1.764122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -17641236.000000 Penalty: 5841.447266
	Iteration 47Q: 3 clusters Score -1.764124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17641230.000000 Penalty: 5841.447266
	Iteration 48Q: 3 clusters Score -1.764123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -17641234.000000 Penalty: 5841.447266
	Iteration 49Q: 3 clusters Score -1.764123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127134 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -17641240.000000 Penalty: 5841.447266
	Iteration 50Q: 3 clusters Score -1.764124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127140 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -17641232.000000 Penalty: 5841.447266
	Iteration 51Q: 3 clusters Score -1.764123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -17641236.000000 Penalty: 5841.447266
	Iteration 52Q: 3 clusters Score -1.764124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -17641226.000000 Penalty: 5841.447266
	Iteration 53Q: 3 clusters Score -1.764123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -17641230.000000 Penalty: 5841.447266
	Iteration 54Q: 3 clusters Score -1.764123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -17641228.000000 Penalty: 5841.447266
	Iteration 55Q: 3 clusters Score -1.764123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -17641232.000000 Penalty: 5841.447266
	Iteration 56Q: 3 clusters Score -1.764123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -17641234.000000 Penalty: 5841.447266
	Iteration 57Q: 3 clusters Score -1.764123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -17641228.000000 Penalty: 5841.447266
	Iteration 58Q: 3 clusters Score -1.764123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -17641238.000000 Penalty: 5841.447266
	Iteration 59Q: 3 clusters Score -1.764124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17641230.000000 Penalty: 5841.447266
	Iteration 60F: 3 clusters Score -1.764123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -17641240.000000 Penalty: 5841.447266
	Iteration 61Q: 3 clusters Score -1.764124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -17641240.000000 Penalty: 5841.447266
	Iteration 62Q: 3 clusters Score -1.764124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17641242.000000 Penalty: 5841.447266
	Iteration 63Q: 3 clusters Score -1.764124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17641244.000000 Penalty: 5841.447266
	Iteration 64Q: 3 clusters Score -1.764124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17641244.000000 Penalty: 5841.447266
	Iteration 65Q: 3 clusters Score -1.764124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17641242.000000 Penalty: 5841.447266
	Iteration 66Q: 3 clusters Score -1.764124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17641250.000000 Penalty: 5841.447266
	Iteration 67Q: 3 clusters Score -1.764125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17641250.000000 Penalty: 5841.447266
	Iteration 68F: 3 clusters Score -1.764125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1583315.750000 Penalty: 2354.870117
	Iteration 0F: 2 clusters Score -1583316 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 6726 members 
Entering Unmasked Estep 
Score: -1573513.750000 Penalty: 4709.740234
	Iteration 0F: 3 clusters Score -1573514 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1576659.500000 Penalty: 4709.740234
	Iteration 1F: 3 clusters Score -1576660 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1577360.000000 Penalty: 4709.740234
	Iteration 2F: 3 clusters Score -1577360 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1578081.000000 Penalty: 4709.740234
	Iteration 3F: 3 clusters Score -1578081 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1578809.625000 Penalty: 4709.740234
	Iteration 4F: 3 clusters Score -1578810 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1579585.250000 Penalty: 4709.740234
	Iteration 5F: 3 clusters Score -1579585 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1580280.250000 Penalty: 4709.740234
	Iteration 6F: 3 clusters Score -1580280 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1580864.000000 Penalty: 4709.740234
	Iteration 7F: 3 clusters Score -1580864 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1581319.250000 Penalty: 4709.740234
	Iteration 8Q: 3 clusters Score -1581319 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1581644.125000 Penalty: 4709.740234
	Iteration 9Q: 3 clusters Score -1581644 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1581849.500000 Penalty: 4709.740234
	Iteration 10Q: 3 clusters Score -1581850 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1581963.625000 Penalty: 4709.740234
	Iteration 11Q: 3 clusters Score -1581964 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1582053.750000 Penalty: 4709.740234
	Iteration 12Q: 3 clusters Score -1582054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1582126.750000 Penalty: 4709.740234
	Iteration 13Q: 3 clusters Score -1582127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1582189.625000 Penalty: 4709.740234
	Iteration 14Q: 3 clusters Score -1582190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1582240.250000 Penalty: 4709.740234
	Iteration 15Q: 3 clusters Score -1582240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1582287.500000 Penalty: 4709.740234
	Iteration 16Q: 3 clusters Score -1582288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1582328.625000 Penalty: 4709.740234
	Iteration 17Q: 3 clusters Score -1582329 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1582376.625000 Penalty: 4709.740234
	Iteration 18Q: 3 clusters Score -1582377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1582410.250000 Penalty: 4709.740234
	Iteration 19Q: 3 clusters Score -1582410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1582439.750000 Penalty: 4709.740234
	Iteration 20F: 3 clusters Score -1582440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1582472.125000 Penalty: 4709.740234
	Iteration 21Q: 3 clusters Score -1582472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1582492.750000 Penalty: 4709.740234
	Iteration 22Q: 3 clusters Score -1582493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1582503.375000 Penalty: 4709.740234
	Iteration 23Q: 3 clusters Score -1582503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1582526.250000 Penalty: 4709.740234
	Iteration 24Q: 3 clusters Score -1582526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1582543.000000 Penalty: 4709.740234
	Iteration 25Q: 3 clusters Score -1582543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1582557.000000 Penalty: 4709.740234
	Iteration 26Q: 3 clusters Score -1582557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1582565.000000 Penalty: 4709.740234
	Iteration 27Q: 3 clusters Score -1582565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1582572.625000 Penalty: 4709.740234
	Iteration 28Q: 3 clusters Score -1582573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1582582.500000 Penalty: 4709.740234
	Iteration 29Q: 3 clusters Score -1582582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1582596.375000 Penalty: 4709.740234
	Iteration 30Q: 3 clusters Score -1582596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1582615.375000 Penalty: 4709.740234
	Iteration 31Q: 3 clusters Score -1582615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1582624.625000 Penalty: 4709.740234
	Iteration 32Q: 3 clusters Score -1582625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1582628.500000 Penalty: 4709.740234
	Iteration 33Q: 3 clusters Score -1582628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1582637.625000 Penalty: 4709.740234
	Iteration 34Q: 3 clusters Score -1582638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1582645.250000 Penalty: 4709.740234
	Iteration 35Q: 3 clusters Score -1582645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1582649.375000 Penalty: 4709.740234
	Iteration 36Q: 3 clusters Score -1582649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1582657.000000 Penalty: 4709.740234
	Iteration 37Q: 3 clusters Score -1582657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1582664.875000 Penalty: 4709.740234
	Iteration 38Q: 3 clusters Score -1582665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1582670.750000 Penalty: 4709.740234
	Iteration 39Q: 3 clusters Score -1582671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1582672.375000 Penalty: 4709.740234
	Iteration 40F: 3 clusters Score -1582672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1582672.625000 Penalty: 4709.740234
	Iteration 41Q: 3 clusters Score -1582673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1582679.000000 Penalty: 4709.740234
	Iteration 42Q: 3 clusters Score -1582679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1582680.625000 Penalty: 4709.740234
	Iteration 43Q: 3 clusters Score -1582681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1582682.125000 Penalty: 4709.740234
	Iteration 44Q: 3 clusters Score -1582682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1582679.500000 Penalty: 4709.740234
	Iteration 45Q: 3 clusters Score -1582680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1582678.875000 Penalty: 4709.740234
	Iteration 46Q: 3 clusters Score -1582679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1582684.125000 Penalty: 4709.740234
	Iteration 47Q: 3 clusters Score -1582684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1582683.250000 Penalty: 4709.740234
	Iteration 48Q: 3 clusters Score -1582683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1582687.000000 Penalty: 4709.740234
	Iteration 49Q: 3 clusters Score -1582687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1582691.625000 Penalty: 4709.740234
	Iteration 50Q: 3 clusters Score -1582692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1582692.875000 Penalty: 4709.740234
	Iteration 51Q: 3 clusters Score -1582693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1582694.125000 Penalty: 4709.740234
	Iteration 52Q: 3 clusters Score -1582694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1582693.250000 Penalty: 4709.740234
	Iteration 53Q: 3 clusters Score -1582693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1582693.250000 Penalty: 4709.740234
	Iteration 54Q: 3 clusters Score -1582693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1582693.250000 Penalty: 4709.740234
	Iteration 55F: 3 clusters Score -1582693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Entering Unmasked Estep 
Score: -23266256.000000 Penalty: 2989.707764
	Iteration 0F: 2 clusters Score -2.326626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -23153462.000000 Penalty: 5979.415527
	Iteration 0F: 3 clusters Score -2.315346e+07 nChanged 82567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -23202388.000000 Penalty: 5979.415527
	Iteration 1F: 3 clusters Score -2.320239e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -23204410.000000 Penalty: 5979.415527
	Iteration 2Q: 3 clusters Score -2.320441e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -23207498.000000 Penalty: 5979.415527
	Iteration 3Q: 3 clusters Score -2.32075e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -23211734.000000 Penalty: 5979.415527
	Iteration 4F: 3 clusters Score -2.321173e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -23218160.000000 Penalty: 5979.415527
	Iteration 5F: 3 clusters Score -2.321816e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -23227068.000000 Penalty: 5979.415527
	Iteration 6F: 3 clusters Score -2.322707e+07 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -23238066.000000 Penalty: 5979.415527
	Iteration 7F: 3 clusters Score -2.323807e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 108509 members 
Entering Unmasked Estep 
Score: -23246870.000000 Penalty: 5979.415527
	Iteration 8F: 3 clusters Score -2.324687e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -23250326.000000 Penalty: 5979.415527
	Iteration 9Q: 3 clusters Score -2.325033e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 113776 members 
Entering Unmasked Estep 
Score: -23251372.000000 Penalty: 5979.415527
	Iteration 10Q: 3 clusters Score -2.325137e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -23252010.000000 Penalty: 5979.415527
	Iteration 11Q: 3 clusters Score -2.325201e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -23252678.000000 Penalty: 5979.415527
	Iteration 12Q: 3 clusters Score -2.325268e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -23253200.000000 Penalty: 5979.415527
	Iteration 13Q: 3 clusters Score -2.32532e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -23253934.000000 Penalty: 5979.415527
	Iteration 14Q: 3 clusters Score -2.325393e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -23254622.000000 Penalty: 5979.415527
	Iteration 15Q: 3 clusters Score -2.325462e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -23255282.000000 Penalty: 5979.415527
	Iteration 16Q: 3 clusters Score -2.325528e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 135026 members 
Entering Unmasked Estep 
Score: -23256172.000000 Penalty: 5979.415527
	Iteration 17Q: 3 clusters Score -2.325617e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 138592 members 
Entering Unmasked Estep 
Score: -23257042.000000 Penalty: 5979.415527
	Iteration 18Q: 3 clusters Score -2.325704e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -23257828.000000 Penalty: 5979.415527
	Iteration 19Q: 3 clusters Score -2.325783e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 145321 members 
Entering Unmasked Estep 
Score: -23258654.000000 Penalty: 5979.415527
	Iteration 20F: 3 clusters Score -2.325865e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -23259344.000000 Penalty: 5979.415527
	Iteration 21Q: 3 clusters Score -2.325934e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -23260094.000000 Penalty: 5979.415527
	Iteration 22Q: 3 clusters Score -2.326009e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -23260868.000000 Penalty: 5979.415527
	Iteration 23Q: 3 clusters Score -2.326087e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 156167 members 
Entering Unmasked Estep 
Score: -23261424.000000 Penalty: 5979.415527
	Iteration 24Q: 3 clusters Score -2.326142e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -23261974.000000 Penalty: 5979.415527
	Iteration 25Q: 3 clusters Score -2.326197e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 160254 members 
Entering Unmasked Estep 
Score: -23262382.000000 Penalty: 5979.415527
	Iteration 26Q: 3 clusters Score -2.326238e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -23262892.000000 Penalty: 5979.415527
	Iteration 27Q: 3 clusters Score -2.326289e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -23263168.000000 Penalty: 5979.415527
	Iteration 28Q: 3 clusters Score -2.326317e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -23263408.000000 Penalty: 5979.415527
	Iteration 29Q: 3 clusters Score -2.326341e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -23263574.000000 Penalty: 5979.415527
	Iteration 30Q: 3 clusters Score -2.326357e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -23263758.000000 Penalty: 5979.415527
	Iteration 31Q: 3 clusters Score -2.326376e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -23263860.000000 Penalty: 5979.415527
	Iteration 32Q: 3 clusters Score -2.326386e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -23263984.000000 Penalty: 5979.415527
	Iteration 33Q: 3 clusters Score -2.326398e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 167956 members 
Entering Unmasked Estep 
Score: -23264030.000000 Penalty: 5979.415527
	Iteration 34Q: 3 clusters Score -2.326403e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -23264090.000000 Penalty: 5979.415527
	Iteration 35Q: 3 clusters Score -2.326409e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 168525 members 
Entering Unmasked Estep 
Score: -23264096.000000 Penalty: 5979.415527
	Iteration 36Q: 3 clusters Score -2.32641e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -23264100.000000 Penalty: 5979.415527
	Iteration 37Q: 3 clusters Score -2.32641e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -23264190.000000 Penalty: 5979.415527
	Iteration 38Q: 3 clusters Score -2.326419e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -23264226.000000 Penalty: 5979.415527
	Iteration 39Q: 3 clusters Score -2.326423e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -23264288.000000 Penalty: 5979.415527
	Iteration 40F: 3 clusters Score -2.326429e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 169389 members 
Entering Unmasked Estep 
Score: -23264328.000000 Penalty: 5979.415527
	Iteration 41Q: 3 clusters Score -2.326433e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -23264354.000000 Penalty: 5979.415527
	Iteration 42Q: 3 clusters Score -2.326435e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 169642 members 
Entering Unmasked Estep 
Score: -23264404.000000 Penalty: 5979.415527
	Iteration 43Q: 3 clusters Score -2.32644e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -23264400.000000 Penalty: 5979.415527
	Iteration 44Q: 3 clusters Score -2.32644e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -23264392.000000 Penalty: 5979.415527
	Iteration 45Q: 3 clusters Score -2.326439e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -23264402.000000 Penalty: 5979.415527
	Iteration 46Q: 3 clusters Score -2.32644e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 169861 members 
Entering Unmasked Estep 
Score: -23264384.000000 Penalty: 5979.415527
	Iteration 47Q: 3 clusters Score -2.326438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -23264400.000000 Penalty: 5979.415527
	Iteration 48Q: 3 clusters Score -2.32644e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -23264410.000000 Penalty: 5979.415527
	Iteration 49Q: 3 clusters Score -2.326441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 169974 members 
Entering Unmasked Estep 
Score: -23264406.000000 Penalty: 5979.415527
	Iteration 50Q: 3 clusters Score -2.326441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -23264408.000000 Penalty: 5979.415527
	Iteration 51Q: 3 clusters Score -2.326441e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 170024 members 
Entering Unmasked Estep 
Score: -23264418.000000 Penalty: 5979.415527
	Iteration 52Q: 3 clusters Score -2.326442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -23264396.000000 Penalty: 5979.415527
	Iteration 53Q: 3 clusters Score -2.32644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -23264400.000000 Penalty: 5979.415527
	Iteration 54Q: 3 clusters Score -2.32644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -23264420.000000 Penalty: 5979.415527
	Iteration 55Q: 3 clusters Score -2.326442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 170110 members 
Entering Unmasked Estep 
Score: -23264428.000000 Penalty: 5979.415527
	Iteration 56Q: 3 clusters Score -2.326443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -23264424.000000 Penalty: 5979.415527
	Iteration 57Q: 3 clusters Score -2.326442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -23264436.000000 Penalty: 5979.415527
	Iteration 58Q: 3 clusters Score -2.326444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -23264450.000000 Penalty: 5979.415527
	Iteration 59Q: 3 clusters Score -2.326445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -23264438.000000 Penalty: 5979.415527
	Iteration 60F: 3 clusters Score -2.326444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -23264428.000000 Penalty: 5979.415527
	Iteration 61Q: 3 clusters Score -2.326443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -23264436.000000 Penalty: 5979.415527
	Iteration 62Q: 3 clusters Score -2.326444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -23264452.000000 Penalty: 5979.415527
	Iteration 63Q: 3 clusters Score -2.326445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -23264460.000000 Penalty: 5979.415527
	Iteration 64Q: 3 clusters Score -2.326446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -23264458.000000 Penalty: 5979.415527
	Iteration 65Q: 3 clusters Score -2.326446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -23264454.000000 Penalty: 5979.415527
	Iteration 66Q: 3 clusters Score -2.326445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -23264446.000000 Penalty: 5979.415527
	Iteration 67Q: 3 clusters Score -2.326445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 170258 members 
Entering Unmasked Estep 
Score: -23264472.000000 Penalty: 5979.415527
	Iteration 68Q: 3 clusters Score -2.326447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -23264486.000000 Penalty: 5979.415527
	Iteration 69Q: 3 clusters Score -2.326449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -23264482.000000 Penalty: 5979.415527
	Iteration 70Q: 3 clusters Score -2.326448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 170279 members 
Entering Unmasked Estep 
Score: -23264464.000000 Penalty: 5979.415527
	Iteration 71Q: 3 clusters Score -2.326446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -23264482.000000 Penalty: 5979.415527
	Iteration 72Q: 3 clusters Score -2.326448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 170286 members 
Entering Unmasked Estep 
Score: -23264470.000000 Penalty: 5979.415527
	Iteration 73Q: 3 clusters Score -2.326447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 170288 members 
Entering Unmasked Estep 
Score: -23264496.000000 Penalty: 5979.415527
	Iteration 74Q: 3 clusters Score -2.32645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -23264490.000000 Penalty: 5979.415527
	Iteration 75Q: 3 clusters Score -2.326449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 170294 members 
Entering Unmasked Estep 
Score: -23264494.000000 Penalty: 5979.415527
	Iteration 76Q: 3 clusters Score -2.326449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -23264508.000000 Penalty: 5979.415527
	Iteration 77Q: 3 clusters Score -2.326451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -23264502.000000 Penalty: 5979.415527
	Iteration 78Q: 3 clusters Score -2.32645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -23264506.000000 Penalty: 5979.415527
	Iteration 79Q: 3 clusters Score -2.326451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 170296 members 
Entering Unmasked Estep 
Score: -23264508.000000 Penalty: 5979.415527
	Iteration 80F: 3 clusters Score -2.326451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 170296 members 
Entering Unmasked Estep 
Score: -23264498.000000 Penalty: 5979.415527
	Iteration 81Q: 3 clusters Score -2.32645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 170296 members 
Entering Unmasked Estep 
Score: -23264494.000000 Penalty: 5979.415527
	Iteration 82Q: 3 clusters Score -2.326449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 170296 members 
Entering Unmasked Estep 
Score: -23264496.000000 Penalty: 5979.415527
	Iteration 83Q: 3 clusters Score -2.32645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 170298 members 
Entering Unmasked Estep 
Score: -23264488.000000 Penalty: 5979.415527
	Iteration 84Q: 3 clusters Score -2.326449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 170299 members 
Entering Unmasked Estep 
Score: -23264508.000000 Penalty: 5979.415527
	Iteration 85Q: 3 clusters Score -2.326451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -23264506.000000 Penalty: 5979.415527
	Iteration 86Q: 3 clusters Score -2.326451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -23264516.000000 Penalty: 5979.415527
	Iteration 87Q: 3 clusters Score -2.326452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -23264516.000000 Penalty: 5979.415527
	Iteration 88Q: 3 clusters Score -2.326452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 170301 members 
Entering Unmasked Estep 
Score: -23264514.000000 Penalty: 5979.415527
	Iteration 89Q: 3 clusters Score -2.326451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -23264512.000000 Penalty: 5979.415527
	Iteration 90Q: 3 clusters Score -2.326451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -23264508.000000 Penalty: 5979.415527
	Iteration 91Q: 3 clusters Score -2.326451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -23264500.000000 Penalty: 5979.415527
	Iteration 92Q: 3 clusters Score -2.32645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -23264520.000000 Penalty: 5979.415527
	Iteration 93Q: 3 clusters Score -2.326452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -23264530.000000 Penalty: 5979.415527
	Iteration 94Q: 3 clusters Score -2.326453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -23264518.000000 Penalty: 5979.415527
	Iteration 95Q: 3 clusters Score -2.326452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 170310 members 
Entering Unmasked Estep 
Score: -23264508.000000 Penalty: 5979.415527
	Iteration 96Q: 3 clusters Score -2.326451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -23264504.000000 Penalty: 5979.415527
	Iteration 97Q: 3 clusters Score -2.32645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -23264504.000000 Penalty: 5979.415527
	Iteration 98F: 3 clusters Score -2.32645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Entering Unmasked Estep 
Score: -6262937.500000 Penalty: 2661.291016
	Iteration 0F: 2 clusters Score -6262938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -6232086.000000 Penalty: 5322.582031
	Iteration 0F: 3 clusters Score -6232086 nChanged 20931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -6243757.500000 Penalty: 5322.582031
	Iteration 1F: 3 clusters Score -6243758 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -6244192.500000 Penalty: 5322.582031
	Iteration 2Q: 3 clusters Score -6244192 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -6244572.000000 Penalty: 5322.582031
	Iteration 3Q: 3 clusters Score -6244572 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -6244932.500000 Penalty: 5322.582031
	Iteration 4Q: 3 clusters Score -6244932 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6245327.000000 Penalty: 5322.582031
	Iteration 5Q: 3 clusters Score -6245327 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -6245757.000000 Penalty: 5322.582031
	Iteration 6Q: 3 clusters Score -6245757 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -6246229.000000 Penalty: 5322.582031
	Iteration 7Q: 3 clusters Score -6246229 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -6246907.000000 Penalty: 5322.582031
	Iteration 8Q: 3 clusters Score -6246907 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -6247739.000000 Penalty: 5322.582031
	Iteration 9Q: 3 clusters Score -6247739 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -6248885.000000 Penalty: 5322.582031
	Iteration 10Q: 3 clusters Score -6248885 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -6250487.500000 Penalty: 5322.582031
	Iteration 11F: 3 clusters Score -6250488 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -6252183.000000 Penalty: 5322.582031
	Iteration 12F: 3 clusters Score -6252183 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -6253638.500000 Penalty: 5322.582031
	Iteration 13F: 3 clusters Score -6253638 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -6254682.000000 Penalty: 5322.582031
	Iteration 14Q: 3 clusters Score -6254682 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -6255360.500000 Penalty: 5322.582031
	Iteration 15Q: 3 clusters Score -6255360 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -6255812.000000 Penalty: 5322.582031
	Iteration 16Q: 3 clusters Score -6255812 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -6256221.000000 Penalty: 5322.582031
	Iteration 17Q: 3 clusters Score -6256221 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -6256467.500000 Penalty: 5322.582031
	Iteration 18Q: 3 clusters Score -6256468 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -6256678.000000 Penalty: 5322.582031
	Iteration 19Q: 3 clusters Score -6256678 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -6256948.000000 Penalty: 5322.582031
	Iteration 20F: 3 clusters Score -6256948 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -6257165.000000 Penalty: 5322.582031
	Iteration 21Q: 3 clusters Score -6257165 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -6257326.000000 Penalty: 5322.582031
	Iteration 22Q: 3 clusters Score -6257326 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -6257503.500000 Penalty: 5322.582031
	Iteration 23Q: 3 clusters Score -6257504 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -6257652.500000 Penalty: 5322.582031
	Iteration 24Q: 3 clusters Score -6257652 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -6257815.000000 Penalty: 5322.582031
	Iteration 25Q: 3 clusters Score -6257815 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -6258000.000000 Penalty: 5322.582031
	Iteration 26Q: 3 clusters Score -6258000 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -6258122.000000 Penalty: 5322.582031
	Iteration 27Q: 3 clusters Score -6258122 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6258295.500000 Penalty: 5322.582031
	Iteration 28Q: 3 clusters Score -6258296 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6258427.000000 Penalty: 5322.582031
	Iteration 29Q: 3 clusters Score -6258427 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -6258625.000000 Penalty: 5322.582031
	Iteration 30Q: 3 clusters Score -6258625 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6258755.000000 Penalty: 5322.582031
	Iteration 31Q: 3 clusters Score -6258755 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -6258896.500000 Penalty: 5322.582031
	Iteration 32Q: 3 clusters Score -6258896 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -6259047.500000 Penalty: 5322.582031
	Iteration 33Q: 3 clusters Score -6259048 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6259186.500000 Penalty: 5322.582031
	Iteration 34Q: 3 clusters Score -6259186 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6259329.000000 Penalty: 5322.582031
	Iteration 35Q: 3 clusters Score -6259329 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -6259457.000000 Penalty: 5322.582031
	Iteration 36Q: 3 clusters Score -6259457 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -6259596.500000 Penalty: 5322.582031
	Iteration 37Q: 3 clusters Score -6259596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -6259740.000000 Penalty: 5322.582031
	Iteration 38Q: 3 clusters Score -6259740 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -6259862.000000 Penalty: 5322.582031
	Iteration 39Q: 3 clusters Score -6259862 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6259960.500000 Penalty: 5322.582031
	Iteration 40F: 3 clusters Score -6259960 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6260025.500000 Penalty: 5322.582031
	Iteration 41Q: 3 clusters Score -6260026 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6260130.500000 Penalty: 5322.582031
	Iteration 42Q: 3 clusters Score -6260130 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6260189.500000 Penalty: 5322.582031
	Iteration 43Q: 3 clusters Score -6260190 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6260249.000000 Penalty: 5322.582031
	Iteration 44Q: 3 clusters Score -6260249 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6260281.000000 Penalty: 5322.582031
	Iteration 45Q: 3 clusters Score -6260281 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6260344.000000 Penalty: 5322.582031
	Iteration 46Q: 3 clusters Score -6260344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6260375.500000 Penalty: 5322.582031
	Iteration 47Q: 3 clusters Score -6260376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6260440.000000 Penalty: 5322.582031
	Iteration 48Q: 3 clusters Score -6260440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6260484.500000 Penalty: 5322.582031
	Iteration 49Q: 3 clusters Score -6260484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6260523.000000 Penalty: 5322.582031
	Iteration 50Q: 3 clusters Score -6260523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6260540.500000 Penalty: 5322.582031
	Iteration 51Q: 3 clusters Score -6260540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6260565.000000 Penalty: 5322.582031
	Iteration 52Q: 3 clusters Score -6260565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6260597.000000 Penalty: 5322.582031
	Iteration 53Q: 3 clusters Score -6260597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6260623.000000 Penalty: 5322.582031
	Iteration 54Q: 3 clusters Score -6260623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6260634.000000 Penalty: 5322.582031
	Iteration 55Q: 3 clusters Score -6260634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6260636.500000 Penalty: 5322.582031
	Iteration 56Q: 3 clusters Score -6260636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6260653.500000 Penalty: 5322.582031
	Iteration 57Q: 3 clusters Score -6260654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6260664.500000 Penalty: 5322.582031
	Iteration 58Q: 3 clusters Score -6260664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6260674.000000 Penalty: 5322.582031
	Iteration 59Q: 3 clusters Score -6260674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6260684.000000 Penalty: 5322.582031
	Iteration 60F: 3 clusters Score -6260684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6260684.500000 Penalty: 5322.582031
	Iteration 61Q: 3 clusters Score -6260684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6260684.500000 Penalty: 5322.582031
	Iteration 62Q: 3 clusters Score -6260684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6260689.500000 Penalty: 5322.582031
	Iteration 63Q: 3 clusters Score -6260690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6260690.500000 Penalty: 5322.582031
	Iteration 64Q: 3 clusters Score -6260690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6260710.000000 Penalty: 5322.582031
	Iteration 65Q: 3 clusters Score -6260710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6260703.000000 Penalty: 5322.582031
	Iteration 66Q: 3 clusters Score -6260703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6260703.500000 Penalty: 5322.582031
	Iteration 67Q: 3 clusters Score -6260704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6260710.000000 Penalty: 5322.582031
	Iteration 68Q: 3 clusters Score -6260710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6260707.000000 Penalty: 5322.582031
	Iteration 69Q: 3 clusters Score -6260707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6260718.500000 Penalty: 5322.582031
	Iteration 70Q: 3 clusters Score -6260718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6260731.500000 Penalty: 5322.582031
	Iteration 71Q: 3 clusters Score -6260732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6260738.500000 Penalty: 5322.582031
	Iteration 72Q: 3 clusters Score -6260738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6260746.000000 Penalty: 5322.582031
	Iteration 73Q: 3 clusters Score -6260746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6260756.000000 Penalty: 5322.582031
	Iteration 74Q: 3 clusters Score -6260756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6260769.000000 Penalty: 5322.582031
	Iteration 75Q: 3 clusters Score -6260769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6260771.000000 Penalty: 5322.582031
	Iteration 76Q: 3 clusters Score -6260771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6260776.500000 Penalty: 5322.582031
	Iteration 77Q: 3 clusters Score -6260776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6260794.000000 Penalty: 5322.582031
	Iteration 78Q: 3 clusters Score -6260794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6260802.000000 Penalty: 5322.582031
	Iteration 79Q: 3 clusters Score -6260802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6260805.000000 Penalty: 5322.582031
	Iteration 80F: 3 clusters Score -6260805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6260803.000000 Penalty: 5322.582031
	Iteration 81Q: 3 clusters Score -6260803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6260810.000000 Penalty: 5322.582031
	Iteration 82Q: 3 clusters Score -6260810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6260805.500000 Penalty: 5322.582031
	Iteration 83Q: 3 clusters Score -6260806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6260800.500000 Penalty: 5322.582031
	Iteration 84Q: 3 clusters Score -6260800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6260806.500000 Penalty: 5322.582031
	Iteration 85Q: 3 clusters Score -6260806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6260812.500000 Penalty: 5322.582031
	Iteration 86Q: 3 clusters Score -6260812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6260813.000000 Penalty: 5322.582031
	Iteration 87Q: 3 clusters Score -6260813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6260810.000000 Penalty: 5322.582031
	Iteration 88Q: 3 clusters Score -6260810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6260820.500000 Penalty: 5322.582031
	Iteration 89Q: 3 clusters Score -6260820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6260822.500000 Penalty: 5322.582031
	Iteration 90Q: 3 clusters Score -6260822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6260835.000000 Penalty: 5322.582031
	Iteration 91Q: 3 clusters Score -6260835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6260840.000000 Penalty: 5322.582031
	Iteration 92Q: 3 clusters Score -6260840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6260834.000000 Penalty: 5322.582031
	Iteration 93Q: 3 clusters Score -6260834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6260838.500000 Penalty: 5322.582031
	Iteration 94Q: 3 clusters Score -6260838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6260838.500000 Penalty: 5322.582031
	Iteration 95F: 3 clusters Score -6260838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Entering Unmasked Estep 
Score: -2371328.750000 Penalty: 2431.391846
	Iteration 0F: 2 clusters Score -2371329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2358476.000000 Penalty: 4862.783691
	Iteration 0F: 3 clusters Score -2358476 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2362695.500000 Penalty: 4862.783691
	Iteration 1F: 3 clusters Score -2362696 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2363236.500000 Penalty: 4862.783691
	Iteration 2F: 3 clusters Score -2363236 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2363931.250000 Penalty: 4862.783691
	Iteration 3F: 3 clusters Score -2363931 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2364664.500000 Penalty: 4862.783691
	Iteration 4F: 3 clusters Score -2364664 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2365412.500000 Penalty: 4862.783691
	Iteration 5F: 3 clusters Score -2365412 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2366253.750000 Penalty: 4862.783691
	Iteration 6F: 3 clusters Score -2366254 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2367129.000000 Penalty: 4862.783691
	Iteration 7F: 3 clusters Score -2367129 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2367940.000000 Penalty: 4862.783691
	Iteration 8F: 3 clusters Score -2367940 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2368699.500000 Penalty: 4862.783691
	Iteration 9F: 3 clusters Score -2368700 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2369347.750000 Penalty: 4862.783691
	Iteration 10Q: 3 clusters Score -2369348 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2369755.500000 Penalty: 4862.783691
	Iteration 11Q: 3 clusters Score -2369756 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2369949.250000 Penalty: 4862.783691
	Iteration 12Q: 3 clusters Score -2369949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2370070.250000 Penalty: 4862.783691
	Iteration 13Q: 3 clusters Score -2370070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2370128.250000 Penalty: 4862.783691
	Iteration 14Q: 3 clusters Score -2370128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2370173.250000 Penalty: 4862.783691
	Iteration 15Q: 3 clusters Score -2370173 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2370212.750000 Penalty: 4862.783691
	Iteration 16Q: 3 clusters Score -2370213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2370250.000000 Penalty: 4862.783691
	Iteration 17Q: 3 clusters Score -2370250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2370258.250000 Penalty: 4862.783691
	Iteration 18Q: 3 clusters Score -2370258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2370279.250000 Penalty: 4862.783691
	Iteration 19Q: 3 clusters Score -2370279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2370289.250000 Penalty: 4862.783691
	Iteration 20F: 3 clusters Score -2370289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2370298.750000 Penalty: 4862.783691
	Iteration 21Q: 3 clusters Score -2370299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2370311.750000 Penalty: 4862.783691
	Iteration 22Q: 3 clusters Score -2370312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2370321.500000 Penalty: 4862.783691
	Iteration 23Q: 3 clusters Score -2370322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2370324.000000 Penalty: 4862.783691
	Iteration 24Q: 3 clusters Score -2370324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2370341.250000 Penalty: 4862.783691
	Iteration 25Q: 3 clusters Score -2370341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2370345.500000 Penalty: 4862.783691
	Iteration 26Q: 3 clusters Score -2370346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2370346.750000 Penalty: 4862.783691
	Iteration 27Q: 3 clusters Score -2370347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2370358.750000 Penalty: 4862.783691
	Iteration 28Q: 3 clusters Score -2370359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2370362.250000 Penalty: 4862.783691
	Iteration 29Q: 3 clusters Score -2370362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2370364.500000 Penalty: 4862.783691
	Iteration 30Q: 3 clusters Score -2370364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2370366.500000 Penalty: 4862.783691
	Iteration 31Q: 3 clusters Score -2370366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2370371.000000 Penalty: 4862.783691
	Iteration 32Q: 3 clusters Score -2370371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2370379.250000 Penalty: 4862.783691
	Iteration 33Q: 3 clusters Score -2370379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2370387.500000 Penalty: 4862.783691
	Iteration 34Q: 3 clusters Score -2370388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2370390.250000 Penalty: 4862.783691
	Iteration 35Q: 3 clusters Score -2370390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2370393.500000 Penalty: 4862.783691
	Iteration 36Q: 3 clusters Score -2370394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2370404.250000 Penalty: 4862.783691
	Iteration 37Q: 3 clusters Score -2370404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2370411.250000 Penalty: 4862.783691
	Iteration 38Q: 3 clusters Score -2370411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2370408.500000 Penalty: 4862.783691
	Iteration 39Q: 3 clusters Score -2370408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2370420.250000 Penalty: 4862.783691
	Iteration 40F: 3 clusters Score -2370420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2370420.000000 Penalty: 4862.783691
	Iteration 41Q: 3 clusters Score -2370420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2370423.500000 Penalty: 4862.783691
	Iteration 42Q: 3 clusters Score -2370424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2370424.500000 Penalty: 4862.783691
	Iteration 43Q: 3 clusters Score -2370424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2370422.250000 Penalty: 4862.783691
	Iteration 44Q: 3 clusters Score -2370422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2370423.000000 Penalty: 4862.783691
	Iteration 45Q: 3 clusters Score -2370423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2370427.000000 Penalty: 4862.783691
	Iteration 46Q: 3 clusters Score -2370427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2370426.000000 Penalty: 4862.783691
	Iteration 47Q: 3 clusters Score -2370426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2370424.000000 Penalty: 4862.783691
	Iteration 48Q: 3 clusters Score -2370424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2370424.000000 Penalty: 4862.783691
	Iteration 49F: 3 clusters Score -2370424 nChanged 0
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: -57928.308594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -57928.31 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 278 members 
Entering Unmasked Estep 
Score: -56575.406250 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -56575.41 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57131.277344 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -57131.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57411.097656 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -57411.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57606.800781 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -57606.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57793.261719 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -57793.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57943.992188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -57943.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58068.218750 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -58068.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58105.769531 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -58105.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58132.109375 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -58132.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58142.917969 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -58142.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58166.636719 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -58166.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58190.777344 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -58190.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58227.582031 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -58227.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58298.343750 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -58298.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58360.238281 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -58360.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58406.062500 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -58406.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58440.132812 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -58440.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58446.820312 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -58446.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58446.820312 Penalty: 3140.425049
	Iteration 18F: 3 clusters Score -58446.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148009 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 288 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 274 members 
Entering Unmasked Estep 
Score: -126426952.000000 Penalty: 92212.148438
Splitting cluster 12 changes total score from -126428248.000000 to -126426952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -487485.968750 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -487486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -483784.375000 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -483784.4 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -484573.062500 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -484573.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -484727.031250 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -484727 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -484821.875000 Penalty: 4066.661621
	Iteration 3Q: 3 clusters Score -484821.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -484882.906250 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -484882.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -484926.687500 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -484926.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -484968.031250 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -484968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -484999.812500 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -484999.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -485020.062500 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -485020.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -485041.187500 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -485041.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -485059.343750 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -485059.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -485073.281250 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -485073.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -485090.812500 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -485090.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -485106.656250 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -485106.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -485124.031250 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -485124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -485139.718750 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -485139.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -485152.843750 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -485152.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -485160.781250 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -485160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -485170.500000 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -485170.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -485178.218750 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -485178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -485183.687500 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -485183.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -485190.562500 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -485190.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -485197.281250 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -485197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -485205.562500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -485205.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -485213.718750 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -485213.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -485219.187500 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -485219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -485222.375000 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -485222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -485226.093750 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -485226.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -485230.656250 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -485230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -485236.937500 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -485236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -485243.875000 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -485243.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -485254.625000 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -485254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -485268.593750 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -485268.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -485282.093750 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -485282.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -485293.906250 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -485293.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -485304.531250 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -485304.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -485315.625000 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -485315.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -485324.187500 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -485324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -485327.625000 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -485327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -485334.718750 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -485334.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -485342.375000 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -485342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -485351.843750 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -485351.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -485364.406250 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -485364.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -485380.062500 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -485380.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -485396.218750 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -485396.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -485413.343750 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -485413.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -485434.031250 Penalty: 4066.661621
	Iteration 46Q: 3 clusters Score -485434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -485450.531250 Penalty: 4066.661621
	Iteration 47Q: 3 clusters Score -485450.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -485475.031250 Penalty: 4066.661621
	Iteration 48Q: 3 clusters Score -485475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -485510.843750 Penalty: 4066.661621
	Iteration 49Q: 3 clusters Score -485510.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -485538.875000 Penalty: 4066.661621
	Iteration 50Q: 3 clusters Score -485538.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -485579.250000 Penalty: 4066.661621
	Iteration 51Q: 3 clusters Score -485579.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -485622.375000 Penalty: 4066.661621
	Iteration 52Q: 3 clusters Score -485622.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -485680.968750 Penalty: 4066.661621
	Iteration 53Q: 3 clusters Score -485681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -485727.250000 Penalty: 4066.661621
	Iteration 54Q: 3 clusters Score -485727.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -485769.375000 Penalty: 4066.661621
	Iteration 55Q: 3 clusters Score -485769.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -485798.125000 Penalty: 4066.661621
	Iteration 56Q: 3 clusters Score -485798.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -485821.656250 Penalty: 4066.661621
	Iteration 57Q: 3 clusters Score -485821.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -485845.000000 Penalty: 4066.661621
	Iteration 58Q: 3 clusters Score -485845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -485866.562500 Penalty: 4066.661621
	Iteration 59Q: 3 clusters Score -485866.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -485884.656250 Penalty: 4066.661621
	Iteration 60F: 3 clusters Score -485884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -485898.312500 Penalty: 4066.661621
	Iteration 61Q: 3 clusters Score -485898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -485909.906250 Penalty: 4066.661621
	Iteration 62Q: 3 clusters Score -485909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -485921.812500 Penalty: 4066.661621
	Iteration 63Q: 3 clusters Score -485921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -485933.531250 Penalty: 4066.661621
	Iteration 64Q: 3 clusters Score -485933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -485942.187500 Penalty: 4066.661621
	Iteration 65Q: 3 clusters Score -485942.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -485956.968750 Penalty: 4066.661621
	Iteration 66Q: 3 clusters Score -485957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -485969.718750 Penalty: 4066.661621
	Iteration 67Q: 3 clusters Score -485969.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -485978.781250 Penalty: 4066.661621
	Iteration 68Q: 3 clusters Score -485978.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -485983.750000 Penalty: 4066.661621
	Iteration 69Q: 3 clusters Score -485983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -485987.812500 Penalty: 4066.661621
	Iteration 70Q: 3 clusters Score -485987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -485990.843750 Penalty: 4066.661621
	Iteration 71Q: 3 clusters Score -485990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -485993.531250 Penalty: 4066.661621
	Iteration 72Q: 3 clusters Score -485993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -485996.093750 Penalty: 4066.661621
	Iteration 73Q: 3 clusters Score -485996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -485998.218750 Penalty: 4066.661621
	Iteration 74Q: 3 clusters Score -485998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -486001.031250 Penalty: 4066.661621
	Iteration 75Q: 3 clusters Score -486001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -486004.250000 Penalty: 4066.661621
	Iteration 76Q: 3 clusters Score -486004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -486007.468750 Penalty: 4066.661621
	Iteration 77Q: 3 clusters Score -486007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -486010.937500 Penalty: 4066.661621
	Iteration 78Q: 3 clusters Score -486010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -486013.906250 Penalty: 4066.661621
	Iteration 79Q: 3 clusters Score -486013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -486016.750000 Penalty: 4066.661621
	Iteration 80F: 3 clusters Score -486016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -486021.281250 Penalty: 4066.661621
	Iteration 81Q: 3 clusters Score -486021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -486027.125000 Penalty: 4066.661621
	Iteration 82Q: 3 clusters Score -486027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -486030.437500 Penalty: 4066.661621
	Iteration 83Q: 3 clusters Score -486030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -486036.718750 Penalty: 4066.661621
	Iteration 84Q: 3 clusters Score -486036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -486039.500000 Penalty: 4066.661621
	Iteration 85Q: 3 clusters Score -486039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -486042.281250 Penalty: 4066.661621
	Iteration 86Q: 3 clusters Score -486042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -486044.250000 Penalty: 4066.661621
	Iteration 87Q: 3 clusters Score -486044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -486046.625000 Penalty: 4066.661621
	Iteration 88Q: 3 clusters Score -486046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -486048.437500 Penalty: 4066.661621
	Iteration 89Q: 3 clusters Score -486048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -486051.093750 Penalty: 4066.661621
	Iteration 90Q: 3 clusters Score -486051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -486052.656250 Penalty: 4066.661621
	Iteration 91Q: 3 clusters Score -486052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -486053.968750 Penalty: 4066.661621
	Iteration 92Q: 3 clusters Score -486054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -486057.281250 Penalty: 4066.661621
	Iteration 93Q: 3 clusters Score -486057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -486061.906250 Penalty: 4066.661621
	Iteration 94Q: 3 clusters Score -486061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -486064.875000 Penalty: 4066.661621
	Iteration 95Q: 3 clusters Score -486064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -486066.156250 Penalty: 4066.661621
	Iteration 96Q: 3 clusters Score -486066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -486071.625000 Penalty: 4066.661621
	Iteration 97Q: 3 clusters Score -486071.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -486077.000000 Penalty: 4066.661621
	Iteration 98Q: 3 clusters Score -486077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -486082.125000 Penalty: 4066.661621
	Iteration 99Q: 3 clusters Score -486082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -486088.437500 Penalty: 4066.661621
	Iteration 100F: 3 clusters Score -486088.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -486098.281250 Penalty: 4066.661621
	Iteration 101Q: 3 clusters Score -486098.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -486109.156250 Penalty: 4066.661621
	Iteration 102Q: 3 clusters Score -486109.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -486123.156250 Penalty: 4066.661621
	Iteration 103Q: 3 clusters Score -486123.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486131.468750 Penalty: 4066.661621
	Iteration 104Q: 3 clusters Score -486131.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -486138.906250 Penalty: 4066.661621
	Iteration 105Q: 3 clusters Score -486138.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -486146.437500 Penalty: 4066.661621
	Iteration 106Q: 3 clusters Score -486146.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486148.500000 Penalty: 4066.661621
	Iteration 107Q: 3 clusters Score -486148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -486152.500000 Penalty: 4066.661621
	Iteration 108Q: 3 clusters Score -486152.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -486154.843750 Penalty: 4066.661621
	Iteration 109Q: 3 clusters Score -486154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -486156.437500 Penalty: 4066.661621
	Iteration 110Q: 3 clusters Score -486156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -486158.500000 Penalty: 4066.661621
	Iteration 111Q: 3 clusters Score -486158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -486160.250000 Penalty: 4066.661621
	Iteration 112Q: 3 clusters Score -486160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -486161.968750 Penalty: 4066.661621
	Iteration 113Q: 3 clusters Score -486162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -486163.062500 Penalty: 4066.661621
	Iteration 114Q: 3 clusters Score -486163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -486165.125000 Penalty: 4066.661621
	Iteration 115Q: 3 clusters Score -486165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -486168.531250 Penalty: 4066.661621
	Iteration 116Q: 3 clusters Score -486168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -486169.500000 Penalty: 4066.661621
	Iteration 117Q: 3 clusters Score -486169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -486171.500000 Penalty: 4066.661621
	Iteration 118Q: 3 clusters Score -486171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -486171.500000 Penalty: 4066.661621
	Iteration 119F: 3 clusters Score -486171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Entering Unmasked Estep 
Score: -6692205.000000 Penalty: 2678.542725
	Iteration 0F: 2 clusters Score -6692205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -6659214.500000 Penalty: 5357.085449
	Iteration 0F: 3 clusters Score -6659214 nChanged 22509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6671960.500000 Penalty: 5357.085449
	Iteration 1F: 3 clusters Score -6671960 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6672812.000000 Penalty: 5357.085449
	Iteration 2Q: 3 clusters Score -6672812 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6673783.000000 Penalty: 5357.085449
	Iteration 3Q: 3 clusters Score -6673783 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6675051.500000 Penalty: 5357.085449
	Iteration 4Q: 3 clusters Score -6675052 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -6676576.500000 Penalty: 5357.085449
	Iteration 5F: 3 clusters Score -6676576 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -6678523.000000 Penalty: 5357.085449
	Iteration 6F: 3 clusters Score -6678523 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6681022.500000 Penalty: 5357.085449
	Iteration 7F: 3 clusters Score -6681022 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -6683397.500000 Penalty: 5357.085449
	Iteration 8F: 3 clusters Score -6683398 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -6685287.000000 Penalty: 5357.085449
	Iteration 9F: 3 clusters Score -6685287 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6686429.500000 Penalty: 5357.085449
	Iteration 10Q: 3 clusters Score -6686430 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -6686906.500000 Penalty: 5357.085449
	Iteration 11Q: 3 clusters Score -6686906 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -6687199.000000 Penalty: 5357.085449
	Iteration 12Q: 3 clusters Score -6687199 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6687446.500000 Penalty: 5357.085449
	Iteration 13Q: 3 clusters Score -6687446 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -6687661.500000 Penalty: 5357.085449
	Iteration 14Q: 3 clusters Score -6687662 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -6687859.000000 Penalty: 5357.085449
	Iteration 15Q: 3 clusters Score -6687859 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -6687989.500000 Penalty: 5357.085449
	Iteration 16Q: 3 clusters Score -6687990 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -6688088.500000 Penalty: 5357.085449
	Iteration 17Q: 3 clusters Score -6688088 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -6688216.000000 Penalty: 5357.085449
	Iteration 18Q: 3 clusters Score -6688216 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -6688312.500000 Penalty: 5357.085449
	Iteration 19Q: 3 clusters Score -6688312 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -6688436.500000 Penalty: 5357.085449
	Iteration 20F: 3 clusters Score -6688436 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -6688507.500000 Penalty: 5357.085449
	Iteration 21Q: 3 clusters Score -6688508 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -6688588.000000 Penalty: 5357.085449
	Iteration 22Q: 3 clusters Score -6688588 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -6688664.000000 Penalty: 5357.085449
	Iteration 23Q: 3 clusters Score -6688664 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -6688765.000000 Penalty: 5357.085449
	Iteration 24Q: 3 clusters Score -6688765 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -6688839.000000 Penalty: 5357.085449
	Iteration 25Q: 3 clusters Score -6688839 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -6688899.500000 Penalty: 5357.085449
	Iteration 26Q: 3 clusters Score -6688900 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -6688963.500000 Penalty: 5357.085449
	Iteration 27Q: 3 clusters Score -6688964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -6689056.500000 Penalty: 5357.085449
	Iteration 28Q: 3 clusters Score -6689056 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -6689123.000000 Penalty: 5357.085449
	Iteration 29Q: 3 clusters Score -6689123 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -6689212.500000 Penalty: 5357.085449
	Iteration 30Q: 3 clusters Score -6689212 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -6689272.500000 Penalty: 5357.085449
	Iteration 31Q: 3 clusters Score -6689272 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6689350.500000 Penalty: 5357.085449
	Iteration 32Q: 3 clusters Score -6689350 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -6689401.500000 Penalty: 5357.085449
	Iteration 33Q: 3 clusters Score -6689402 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -6689462.500000 Penalty: 5357.085449
	Iteration 34Q: 3 clusters Score -6689462 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -6689509.000000 Penalty: 5357.085449
	Iteration 35Q: 3 clusters Score -6689509 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6689556.500000 Penalty: 5357.085449
	Iteration 36Q: 3 clusters Score -6689556 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -6689600.500000 Penalty: 5357.085449
	Iteration 37Q: 3 clusters Score -6689600 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -6689646.500000 Penalty: 5357.085449
	Iteration 38Q: 3 clusters Score -6689646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -6689702.000000 Penalty: 5357.085449
	Iteration 39Q: 3 clusters Score -6689702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6689709.000000 Penalty: 5357.085449
	Iteration 40F: 3 clusters Score -6689709 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6689754.500000 Penalty: 5357.085449
	Iteration 41Q: 3 clusters Score -6689754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6689783.000000 Penalty: 5357.085449
	Iteration 42Q: 3 clusters Score -6689783 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6689803.500000 Penalty: 5357.085449
	Iteration 43Q: 3 clusters Score -6689804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6689833.500000 Penalty: 5357.085449
	Iteration 44Q: 3 clusters Score -6689834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -6689845.500000 Penalty: 5357.085449
	Iteration 45Q: 3 clusters Score -6689846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6689879.000000 Penalty: 5357.085449
	Iteration 46Q: 3 clusters Score -6689879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -6689915.500000 Penalty: 5357.085449
	Iteration 47Q: 3 clusters Score -6689916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -6689938.500000 Penalty: 5357.085449
	Iteration 48Q: 3 clusters Score -6689938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -6689956.500000 Penalty: 5357.085449
	Iteration 49Q: 3 clusters Score -6689956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6689957.500000 Penalty: 5357.085449
	Iteration 50Q: 3 clusters Score -6689958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -6689961.000000 Penalty: 5357.085449
	Iteration 51Q: 3 clusters Score -6689961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6689977.000000 Penalty: 5357.085449
	Iteration 52Q: 3 clusters Score -6689977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6689982.000000 Penalty: 5357.085449
	Iteration 53Q: 3 clusters Score -6689982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -6689988.500000 Penalty: 5357.085449
	Iteration 54Q: 3 clusters Score -6689988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6689995.500000 Penalty: 5357.085449
	Iteration 55Q: 3 clusters Score -6689996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6689994.500000 Penalty: 5357.085449
	Iteration 56Q: 3 clusters Score -6689994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -6690010.500000 Penalty: 5357.085449
	Iteration 57Q: 3 clusters Score -6690010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -6690006.500000 Penalty: 5357.085449
	Iteration 58Q: 3 clusters Score -6690006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -6690014.500000 Penalty: 5357.085449
	Iteration 59Q: 3 clusters Score -6690014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6690010.000000 Penalty: 5357.085449
	Iteration 60F: 3 clusters Score -6690010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6690006.500000 Penalty: 5357.085449
	Iteration 61Q: 3 clusters Score -6690006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6690012.000000 Penalty: 5357.085449
	Iteration 62Q: 3 clusters Score -6690012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -6690009.000000 Penalty: 5357.085449
	Iteration 63Q: 3 clusters Score -6690009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -6690006.500000 Penalty: 5357.085449
	Iteration 64Q: 3 clusters Score -6690006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -6690007.500000 Penalty: 5357.085449
	Iteration 65Q: 3 clusters Score -6690008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -6690004.500000 Penalty: 5357.085449
	Iteration 66Q: 3 clusters Score -6690004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -6690011.000000 Penalty: 5357.085449
	Iteration 67Q: 3 clusters Score -6690011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6690016.500000 Penalty: 5357.085449
	Iteration 68Q: 3 clusters Score -6690016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6690017.000000 Penalty: 5357.085449
	Iteration 69Q: 3 clusters Score -6690017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6690024.500000 Penalty: 5357.085449
	Iteration 70Q: 3 clusters Score -6690024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6690028.000000 Penalty: 5357.085449
	Iteration 71Q: 3 clusters Score -6690028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -6690028.000000 Penalty: 5357.085449
	Iteration 72Q: 3 clusters Score -6690028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -6690024.500000 Penalty: 5357.085449
	Iteration 73Q: 3 clusters Score -6690024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6690025.500000 Penalty: 5357.085449
	Iteration 74Q: 3 clusters Score -6690026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6690027.500000 Penalty: 5357.085449
	Iteration 75Q: 3 clusters Score -6690028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -6690032.000000 Penalty: 5357.085449
	Iteration 76Q: 3 clusters Score -6690032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6690040.500000 Penalty: 5357.085449
	Iteration 77Q: 3 clusters Score -6690040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6690046.500000 Penalty: 5357.085449
	Iteration 78Q: 3 clusters Score -6690046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6690057.000000 Penalty: 5357.085449
	Iteration 79Q: 3 clusters Score -6690057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6690054.500000 Penalty: 5357.085449
	Iteration 80F: 3 clusters Score -6690054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6690057.000000 Penalty: 5357.085449
	Iteration 81Q: 3 clusters Score -6690057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -6690061.000000 Penalty: 5357.085449
	Iteration 82Q: 3 clusters Score -6690061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6690051.000000 Penalty: 5357.085449
	Iteration 83Q: 3 clusters Score -6690051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6690059.500000 Penalty: 5357.085449
	Iteration 84Q: 3 clusters Score -6690060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6690063.000000 Penalty: 5357.085449
	Iteration 85Q: 3 clusters Score -6690063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6690061.500000 Penalty: 5357.085449
	Iteration 86Q: 3 clusters Score -6690062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -6690052.000000 Penalty: 5357.085449
	Iteration 87Q: 3 clusters Score -6690052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6690053.500000 Penalty: 5357.085449
	Iteration 88Q: 3 clusters Score -6690054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -6690054.500000 Penalty: 5357.085449
	Iteration 89Q: 3 clusters Score -6690054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -6690059.500000 Penalty: 5357.085449
	Iteration 90Q: 3 clusters Score -6690060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6690061.500000 Penalty: 5357.085449
	Iteration 91Q: 3 clusters Score -6690062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -6690061.000000 Penalty: 5357.085449
	Iteration 92Q: 3 clusters Score -6690061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6690077.500000 Penalty: 5357.085449
	Iteration 93Q: 3 clusters Score -6690078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6690075.000000 Penalty: 5357.085449
	Iteration 94Q: 3 clusters Score -6690075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6690075.000000 Penalty: 5357.085449
	Iteration 95F: 3 clusters Score -6690075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -69959.257812 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -69959.26 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 316 members 
Entering Unmasked Estep 
Score: -68433.351562 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -68433.35 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68871.742188 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -68871.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69018.617188 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -69018.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69090.953125 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -69090.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69154.710938 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -69154.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69227.429688 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -69227.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69291.203125 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69291.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69396.007812 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69396.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69464.492188 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69464.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69523.156250 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69523.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69569.679688 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69569.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69589.773438 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -69589.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69608.976562 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -69608.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69620.296875 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -69620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69623.609375 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -69623.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69629.062500 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -69629.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69634.625000 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -69634.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69662.257812 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -69662.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69679.664062 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -69679.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69688.078125 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -69688.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69694.054688 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -69694.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69706.609375 Penalty: 3168.726318
	Iteration 21Q: 3 clusters Score -69706.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69717.117188 Penalty: 3168.726318
	Iteration 22Q: 3 clusters Score -69717.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69721.757812 Penalty: 3168.726318
	Iteration 23Q: 3 clusters Score -69721.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69723.984375 Penalty: 3168.726318
	Iteration 24Q: 3 clusters Score -69723.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69723.984375 Penalty: 3168.726318
	Iteration 25F: 3 clusters Score -69723.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Entering Unmasked Estep 
Score: -1200081.000000 Penalty: 2252.574463
	Iteration 0F: 2 clusters Score -1200081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1193174.875000 Penalty: 4505.148926
	Iteration 0F: 3 clusters Score -1193175 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1195108.625000 Penalty: 4505.148926
	Iteration 1F: 3 clusters Score -1195109 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1195400.500000 Penalty: 4505.148926
	Iteration 2F: 3 clusters Score -1195400 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1195580.500000 Penalty: 4505.148926
	Iteration 3Q: 3 clusters Score -1195580 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1195685.125000 Penalty: 4505.148926
	Iteration 4Q: 3 clusters Score -1195685 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1195758.875000 Penalty: 4505.148926
	Iteration 5Q: 3 clusters Score -1195759 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1195814.375000 Penalty: 4505.148926
	Iteration 6Q: 3 clusters Score -1195814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1195861.500000 Penalty: 4505.148926
	Iteration 7Q: 3 clusters Score -1195862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1195905.000000 Penalty: 4505.148926
	Iteration 8Q: 3 clusters Score -1195905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1195945.250000 Penalty: 4505.148926
	Iteration 9Q: 3 clusters Score -1195945 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1195982.500000 Penalty: 4505.148926
	Iteration 10Q: 3 clusters Score -1195982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1196022.375000 Penalty: 4505.148926
	Iteration 11Q: 3 clusters Score -1196022 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1196048.500000 Penalty: 4505.148926
	Iteration 12Q: 3 clusters Score -1196048 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1196074.875000 Penalty: 4505.148926
	Iteration 13Q: 3 clusters Score -1196075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1196101.875000 Penalty: 4505.148926
	Iteration 14Q: 3 clusters Score -1196102 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1196129.875000 Penalty: 4505.148926
	Iteration 15Q: 3 clusters Score -1196130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1196159.375000 Penalty: 4505.148926
	Iteration 16Q: 3 clusters Score -1196159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1196185.125000 Penalty: 4505.148926
	Iteration 17Q: 3 clusters Score -1196185 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1196205.875000 Penalty: 4505.148926
	Iteration 18Q: 3 clusters Score -1196206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1196229.750000 Penalty: 4505.148926
	Iteration 19Q: 3 clusters Score -1196230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1196253.750000 Penalty: 4505.148926
	Iteration 20F: 3 clusters Score -1196254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1196278.875000 Penalty: 4505.148926
	Iteration 21Q: 3 clusters Score -1196279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1196302.500000 Penalty: 4505.148926
	Iteration 22Q: 3 clusters Score -1196302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1196329.875000 Penalty: 4505.148926
	Iteration 23Q: 3 clusters Score -1196330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1196362.125000 Penalty: 4505.148926
	Iteration 24Q: 3 clusters Score -1196362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1196399.000000 Penalty: 4505.148926
	Iteration 25Q: 3 clusters Score -1196399 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1196430.875000 Penalty: 4505.148926
	Iteration 26Q: 3 clusters Score -1196431 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1196460.000000 Penalty: 4505.148926
	Iteration 27Q: 3 clusters Score -1196460 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1196495.375000 Penalty: 4505.148926
	Iteration 28Q: 3 clusters Score -1196495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1196537.750000 Penalty: 4505.148926
	Iteration 29Q: 3 clusters Score -1196538 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1196591.250000 Penalty: 4505.148926
	Iteration 30Q: 3 clusters Score -1196591 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1196654.250000 Penalty: 4505.148926
	Iteration 31Q: 3 clusters Score -1196654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1196714.125000 Penalty: 4505.148926
	Iteration 32Q: 3 clusters Score -1196714 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1196798.500000 Penalty: 4505.148926
	Iteration 33Q: 3 clusters Score -1196798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1196885.000000 Penalty: 4505.148926
	Iteration 34Q: 3 clusters Score -1196885 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1196964.750000 Penalty: 4505.148926
	Iteration 35Q: 3 clusters Score -1196965 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1197045.500000 Penalty: 4505.148926
	Iteration 36Q: 3 clusters Score -1197046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1197115.875000 Penalty: 4505.148926
	Iteration 37Q: 3 clusters Score -1197116 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1197199.375000 Penalty: 4505.148926
	Iteration 38Q: 3 clusters Score -1197199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1197274.750000 Penalty: 4505.148926
	Iteration 39Q: 3 clusters Score -1197275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1197336.000000 Penalty: 4505.148926
	Iteration 40F: 3 clusters Score -1197336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1197388.625000 Penalty: 4505.148926
	Iteration 41Q: 3 clusters Score -1197389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1197428.875000 Penalty: 4505.148926
	Iteration 42Q: 3 clusters Score -1197429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1197463.375000 Penalty: 4505.148926
	Iteration 43Q: 3 clusters Score -1197463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1197486.000000 Penalty: 4505.148926
	Iteration 44Q: 3 clusters Score -1197486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1197505.625000 Penalty: 4505.148926
	Iteration 45Q: 3 clusters Score -1197506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1197527.000000 Penalty: 4505.148926
	Iteration 46Q: 3 clusters Score -1197527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1197540.375000 Penalty: 4505.148926
	Iteration 47Q: 3 clusters Score -1197540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1197556.625000 Penalty: 4505.148926
	Iteration 48Q: 3 clusters Score -1197557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1197569.750000 Penalty: 4505.148926
	Iteration 49Q: 3 clusters Score -1197570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1197590.375000 Penalty: 4505.148926
	Iteration 50Q: 3 clusters Score -1197590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1197607.500000 Penalty: 4505.148926
	Iteration 51Q: 3 clusters Score -1197608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1197624.000000 Penalty: 4505.148926
	Iteration 52Q: 3 clusters Score -1197624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1197635.875000 Penalty: 4505.148926
	Iteration 53Q: 3 clusters Score -1197636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1197646.125000 Penalty: 4505.148926
	Iteration 54Q: 3 clusters Score -1197646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1197658.000000 Penalty: 4505.148926
	Iteration 55Q: 3 clusters Score -1197658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1197665.500000 Penalty: 4505.148926
	Iteration 56Q: 3 clusters Score -1197666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1197676.125000 Penalty: 4505.148926
	Iteration 57Q: 3 clusters Score -1197676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1197684.625000 Penalty: 4505.148926
	Iteration 58Q: 3 clusters Score -1197685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1197690.250000 Penalty: 4505.148926
	Iteration 59Q: 3 clusters Score -1197690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1197697.375000 Penalty: 4505.148926
	Iteration 60F: 3 clusters Score -1197697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1197708.875000 Penalty: 4505.148926
	Iteration 61Q: 3 clusters Score -1197709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1197721.000000 Penalty: 4505.148926
	Iteration 62Q: 3 clusters Score -1197721 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1197730.000000 Penalty: 4505.148926
	Iteration 63Q: 3 clusters Score -1197730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1197742.625000 Penalty: 4505.148926
	Iteration 64Q: 3 clusters Score -1197743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1197756.375000 Penalty: 4505.148926
	Iteration 65Q: 3 clusters Score -1197756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1197770.000000 Penalty: 4505.148926
	Iteration 66Q: 3 clusters Score -1197770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1197774.375000 Penalty: 4505.148926
	Iteration 67Q: 3 clusters Score -1197774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1197780.125000 Penalty: 4505.148926
	Iteration 68Q: 3 clusters Score -1197780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1197784.625000 Penalty: 4505.148926
	Iteration 69Q: 3 clusters Score -1197785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1197786.750000 Penalty: 4505.148926
	Iteration 70Q: 3 clusters Score -1197787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1197792.250000 Penalty: 4505.148926
	Iteration 71Q: 3 clusters Score -1197792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1197798.500000 Penalty: 4505.148926
	Iteration 72Q: 3 clusters Score -1197798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1197802.500000 Penalty: 4505.148926
	Iteration 73Q: 3 clusters Score -1197802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1197800.625000 Penalty: 4505.148926
	Iteration 74Q: 3 clusters Score -1197801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1197805.375000 Penalty: 4505.148926
	Iteration 75Q: 3 clusters Score -1197805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1197807.000000 Penalty: 4505.148926
	Iteration 76Q: 3 clusters Score -1197807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1197807.875000 Penalty: 4505.148926
	Iteration 77Q: 3 clusters Score -1197808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1197814.625000 Penalty: 4505.148926
	Iteration 78Q: 3 clusters Score -1197815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1197819.750000 Penalty: 4505.148926
	Iteration 79Q: 3 clusters Score -1197820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1197819.500000 Penalty: 4505.148926
	Iteration 80F: 3 clusters Score -1197820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1197821.750000 Penalty: 4505.148926
	Iteration 81Q: 3 clusters Score -1197822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1197822.375000 Penalty: 4505.148926
	Iteration 82Q: 3 clusters Score -1197822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1197823.375000 Penalty: 4505.148926
	Iteration 83Q: 3 clusters Score -1197823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1197823.250000 Penalty: 4505.148926
	Iteration 84Q: 3 clusters Score -1197823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1197823.500000 Penalty: 4505.148926
	Iteration 85Q: 3 clusters Score -1197824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1197825.125000 Penalty: 4505.148926
	Iteration 86Q: 3 clusters Score -1197825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1197825.125000 Penalty: 4505.148926
	Iteration 87Q: 3 clusters Score -1197825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1197824.250000 Penalty: 4505.148926
	Iteration 88Q: 3 clusters Score -1197824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1197826.750000 Penalty: 4505.148926
	Iteration 89Q: 3 clusters Score -1197827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1197827.375000 Penalty: 4505.148926
	Iteration 90Q: 3 clusters Score -1197827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1197827.875000 Penalty: 4505.148926
	Iteration 91Q: 3 clusters Score -1197828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1197829.750000 Penalty: 4505.148926
	Iteration 92Q: 3 clusters Score -1197830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1197829.500000 Penalty: 4505.148926
	Iteration 93Q: 3 clusters Score -1197830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1197829.500000 Penalty: 4505.148926
	Iteration 94F: 3 clusters Score -1197830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -922099.812500 Penalty: 2201.556152
	Iteration 0F: 2 clusters Score -922099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -916148.875000 Penalty: 4403.112305
	Iteration 0F: 3 clusters Score -916148.9 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -917891.187500 Penalty: 4403.112305
	Iteration 1F: 3 clusters Score -917891.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -918377.500000 Penalty: 4403.112305
	Iteration 2F: 3 clusters Score -918377.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -918891.750000 Penalty: 4403.112305
	Iteration 3F: 3 clusters Score -918891.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -919382.625000 Penalty: 4403.112305
	Iteration 4F: 3 clusters Score -919382.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -919813.125000 Penalty: 4403.112305
	Iteration 5F: 3 clusters Score -919813.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -920170.625000 Penalty: 4403.112305
	Iteration 6F: 3 clusters Score -920170.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -920439.500000 Penalty: 4403.112305
	Iteration 7Q: 3 clusters Score -920439.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -920669.500000 Penalty: 4403.112305
	Iteration 8Q: 3 clusters Score -920669.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -920808.562500 Penalty: 4403.112305
	Iteration 9Q: 3 clusters Score -920808.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -920897.312500 Penalty: 4403.112305
	Iteration 10Q: 3 clusters Score -920897.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -920953.687500 Penalty: 4403.112305
	Iteration 11Q: 3 clusters Score -920953.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -920995.687500 Penalty: 4403.112305
	Iteration 12Q: 3 clusters Score -920995.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -921025.312500 Penalty: 4403.112305
	Iteration 13Q: 3 clusters Score -921025.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -921057.812500 Penalty: 4403.112305
	Iteration 14Q: 3 clusters Score -921057.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -921080.687500 Penalty: 4403.112305
	Iteration 15Q: 3 clusters Score -921080.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -921094.812500 Penalty: 4403.112305
	Iteration 16Q: 3 clusters Score -921094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -921101.875000 Penalty: 4403.112305
	Iteration 17Q: 3 clusters Score -921101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -921108.562500 Penalty: 4403.112305
	Iteration 18Q: 3 clusters Score -921108.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -921114.062500 Penalty: 4403.112305
	Iteration 19Q: 3 clusters Score -921114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -921115.437500 Penalty: 4403.112305
	Iteration 20F: 3 clusters Score -921115.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -921118.500000 Penalty: 4403.112305
	Iteration 21Q: 3 clusters Score -921118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -921120.312500 Penalty: 4403.112305
	Iteration 22Q: 3 clusters Score -921120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -921121.687500 Penalty: 4403.112305
	Iteration 23Q: 3 clusters Score -921121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -921120.875000 Penalty: 4403.112305
	Iteration 24Q: 3 clusters Score -921120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -921120.875000 Penalty: 4403.112305
	Iteration 25F: 3 clusters Score -921120.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -63159.101562 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -63159.1 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 225 members 
Entering Unmasked Estep 
Score: -61624.113281 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -61624.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61808.550781 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -61808.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61858.441406 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -61858.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61872.730469 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -61872.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61891.125000 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -61891.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61905.132812 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -61905.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61906.894531 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -61906.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61907.449219 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -61907.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61907.449219 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -61907.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Entering Unmasked Estep 
Score: -9317644.000000 Penalty: 2769.137207
	Iteration 0F: 2 clusters Score -9317644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -9270527.000000 Penalty: 5538.274414
	Iteration 0F: 3 clusters Score -9270527 nChanged 33099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -9288996.000000 Penalty: 5538.274414
	Iteration 1F: 3 clusters Score -9288996 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -9289683.000000 Penalty: 5538.274414
	Iteration 2Q: 3 clusters Score -9289683 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -9290379.000000 Penalty: 5538.274414
	Iteration 3Q: 3 clusters Score -9290379 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -9291072.000000 Penalty: 5538.274414
	Iteration 4Q: 3 clusters Score -9291072 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -9292078.000000 Penalty: 5538.274414
	Iteration 5Q: 3 clusters Score -9292078 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -9293355.000000 Penalty: 5538.274414
	Iteration 6Q: 3 clusters Score -9293355 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -9295317.000000 Penalty: 5538.274414
	Iteration 7F: 3 clusters Score -9295317 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -9297863.000000 Penalty: 5538.274414
	Iteration 8F: 3 clusters Score -9297863 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -9300976.000000 Penalty: 5538.274414
	Iteration 9F: 3 clusters Score -9300976 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -9304392.000000 Penalty: 5538.274414
	Iteration 10F: 3 clusters Score -9304392 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -9307667.000000 Penalty: 5538.274414
	Iteration 11F: 3 clusters Score -9307667 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -9310568.000000 Penalty: 5538.274414
	Iteration 12Q: 3 clusters Score -9310568 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -9312661.000000 Penalty: 5538.274414
	Iteration 13Q: 3 clusters Score -9312661 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9313839.000000 Penalty: 5538.274414
	Iteration 14Q: 3 clusters Score -9313839 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9314505.000000 Penalty: 5538.274414
	Iteration 15Q: 3 clusters Score -9314505 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -9314869.000000 Penalty: 5538.274414
	Iteration 16Q: 3 clusters Score -9314869 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -9315065.000000 Penalty: 5538.274414
	Iteration 17Q: 3 clusters Score -9315065 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -9315212.000000 Penalty: 5538.274414
	Iteration 18Q: 3 clusters Score -9315212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -9315271.000000 Penalty: 5538.274414
	Iteration 19Q: 3 clusters Score -9315271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -9315303.000000 Penalty: 5538.274414
	Iteration 20F: 3 clusters Score -9315303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -9315328.000000 Penalty: 5538.274414
	Iteration 21Q: 3 clusters Score -9315328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -9315365.000000 Penalty: 5538.274414
	Iteration 22Q: 3 clusters Score -9315365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -9315378.000000 Penalty: 5538.274414
	Iteration 23Q: 3 clusters Score -9315378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -9315381.000000 Penalty: 5538.274414
	Iteration 24Q: 3 clusters Score -9315381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9315384.000000 Penalty: 5538.274414
	Iteration 25Q: 3 clusters Score -9315384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -9315396.000000 Penalty: 5538.274414
	Iteration 26Q: 3 clusters Score -9315396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -9315393.000000 Penalty: 5538.274414
	Iteration 27Q: 3 clusters Score -9315393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -9315388.000000 Penalty: 5538.274414
	Iteration 28Q: 3 clusters Score -9315388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9315384.000000 Penalty: 5538.274414
	Iteration 29Q: 3 clusters Score -9315384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9315384.000000 Penalty: 5538.274414
	Iteration 30F: 3 clusters Score -9315384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -72723.398438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -72723.4 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 304 members 
Entering Unmasked Estep 
Score: -71173.304688 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -71173.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71560.945312 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -71560.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71688.625000 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -71688.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71763.640625 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -71763.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71840.078125 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -71840.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71895.828125 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71895.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71947.523438 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71947.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72016.976562 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -72016.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72146.445312 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -72146.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72304.664062 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -72304.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72524.960938 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -72524.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72645.859375 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -72645.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72681.835938 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -72681.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72749.015625 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -72749.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72889.648438 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -72889.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73006.757812 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -73006.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73036.437500 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -73036.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73036.437500 Penalty: 3185.124756
	Iteration 17F: 3 clusters Score -73036.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148009 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 348 members 
Entering Unmasked Estep 
Score: -126426560.000000 Penalty: 92212.148438
Splitting cluster 20 changes total score from -126428248.000000 to -126426560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Entering Unmasked Estep 
Score: -4045843.250000 Penalty: 2565.845703
	Iteration 0F: 2 clusters Score -4045843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4024509.000000 Penalty: 5131.691406
	Iteration 0F: 3 clusters Score -4024509 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4032320.250000 Penalty: 5131.691406
	Iteration 1F: 3 clusters Score -4032320 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4033125.250000 Penalty: 5131.691406
	Iteration 2F: 3 clusters Score -4033125 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4033986.500000 Penalty: 5131.691406
	Iteration 3F: 3 clusters Score -4033986 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4034919.750000 Penalty: 5131.691406
	Iteration 4F: 3 clusters Score -4034920 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4035856.250000 Penalty: 5131.691406
	Iteration 5F: 3 clusters Score -4035856 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4036693.500000 Penalty: 5131.691406
	Iteration 6F: 3 clusters Score -4036694 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4037374.250000 Penalty: 5131.691406
	Iteration 7Q: 3 clusters Score -4037374 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4037865.250000 Penalty: 5131.691406
	Iteration 8Q: 3 clusters Score -4037865 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4038258.250000 Penalty: 5131.691406
	Iteration 9Q: 3 clusters Score -4038258 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4038576.000000 Penalty: 5131.691406
	Iteration 10Q: 3 clusters Score -4038576 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -4038843.000000 Penalty: 5131.691406
	Iteration 11Q: 3 clusters Score -4038843 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4039052.500000 Penalty: 5131.691406
	Iteration 12Q: 3 clusters Score -4039052 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4039278.750000 Penalty: 5131.691406
	Iteration 13Q: 3 clusters Score -4039279 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4039536.250000 Penalty: 5131.691406
	Iteration 14Q: 3 clusters Score -4039536 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4039829.000000 Penalty: 5131.691406
	Iteration 15Q: 3 clusters Score -4039829 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4040148.000000 Penalty: 5131.691406
	Iteration 16Q: 3 clusters Score -4040148 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4040562.750000 Penalty: 5131.691406
	Iteration 17Q: 3 clusters Score -4040563 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -4041041.750000 Penalty: 5131.691406
	Iteration 18Q: 3 clusters Score -4041042 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4041582.500000 Penalty: 5131.691406
	Iteration 19Q: 3 clusters Score -4041582 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4042108.250000 Penalty: 5131.691406
	Iteration 20F: 3 clusters Score -4042108 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4042612.750000 Penalty: 5131.691406
	Iteration 21Q: 3 clusters Score -4042613 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4043132.250000 Penalty: 5131.691406
	Iteration 22Q: 3 clusters Score -4043132 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4043583.500000 Penalty: 5131.691406
	Iteration 23Q: 3 clusters Score -4043584 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4043940.250000 Penalty: 5131.691406
	Iteration 24Q: 3 clusters Score -4043940 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4044176.250000 Penalty: 5131.691406
	Iteration 25Q: 3 clusters Score -4044176 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4044397.500000 Penalty: 5131.691406
	Iteration 26Q: 3 clusters Score -4044398 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4044593.000000 Penalty: 5131.691406
	Iteration 27Q: 3 clusters Score -4044593 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4044725.500000 Penalty: 5131.691406
	Iteration 28Q: 3 clusters Score -4044726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4044827.750000 Penalty: 5131.691406
	Iteration 29Q: 3 clusters Score -4044828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4044899.750000 Penalty: 5131.691406
	Iteration 30Q: 3 clusters Score -4044900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4044922.250000 Penalty: 5131.691406
	Iteration 31Q: 3 clusters Score -4044922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4044941.250000 Penalty: 5131.691406
	Iteration 32Q: 3 clusters Score -4044941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4044961.750000 Penalty: 5131.691406
	Iteration 33Q: 3 clusters Score -4044962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4044969.000000 Penalty: 5131.691406
	Iteration 34Q: 3 clusters Score -4044969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4044971.000000 Penalty: 5131.691406
	Iteration 35Q: 3 clusters Score -4044971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4044972.750000 Penalty: 5131.691406
	Iteration 36Q: 3 clusters Score -4044973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4044975.750000 Penalty: 5131.691406
	Iteration 37Q: 3 clusters Score -4044976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4044980.250000 Penalty: 5131.691406
	Iteration 38Q: 3 clusters Score -4044980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4044980.250000 Penalty: 5131.691406
	Iteration 39F: 3 clusters Score -4044980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -73818.265625 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -73818.27 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 318 members 
Entering Unmasked Estep 
Score: -72179.460938 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -72179.46 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72464.945312 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -72464.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72677.242188 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -72677.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72936.835938 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -72936.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73161.132812 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -73161.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73371.617188 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -73371.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73495.867188 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -73495.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73585.867188 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -73585.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73683.929688 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -73683.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73707.976562 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -73707.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73736.601562 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -73736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73758.281250 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -73758.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73761.593750 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -73761.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73765.187500 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -73765.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73769.617188 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -73769.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73781.515625 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -73781.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73810.843750 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -73810.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73857.203125 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -73857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73891.789062 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -73891.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73902.734375 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -73902.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73918.648438 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -73918.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73931.500000 Penalty: 3209.516602
	Iteration 21Q: 3 clusters Score -73931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73935.695312 Penalty: 3209.516602
	Iteration 22Q: 3 clusters Score -73935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73941.398438 Penalty: 3209.516602
	Iteration 23Q: 3 clusters Score -73941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73941.398438 Penalty: 3209.516602
	Iteration 24F: 3 clusters Score -73941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 148009 members 
Mstep: Class 7 contains 130237 members 
Mstep: Class 8 contains 13299 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 49049 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 236 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
Score: -126426440.000000 Penalty: 92212.148438
Splitting cluster 22 changes total score from -126428248.000000 to -126426440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20655.982422 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20655.98 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 103 members 
Entering Unmasked Estep 
Score: -19527.490234 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19527.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19648.644531 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19648.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19704.560547 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19704.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19736.697266 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19763.845703 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19763.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19778.619141 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19778.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19808.468750 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -19808.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19830.792969 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -19830.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19848.632812 Penalty: 2630.439209
	Iteration 8Q: 3 clusters Score -19848.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19885.832031 Penalty: 2630.439209
	Iteration 9Q: 3 clusters Score -19885.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19896.308594 Penalty: 2630.439209
	Iteration 10Q: 3 clusters Score -19896.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19906.013672 Penalty: 2630.439209
	Iteration 11Q: 3 clusters Score -19906.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19922.505859 Penalty: 2630.439209
	Iteration 12Q: 3 clusters Score -19922.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19925.339844 Penalty: 2630.439209
	Iteration 13Q: 3 clusters Score -19925.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19925.339844 Penalty: 2630.439209
	Iteration 14F: 3 clusters Score -19925.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -79013.070312 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -79013.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77372.585938 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -77372.59 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77821.960938 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -77821.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78167.968750 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -78167.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78318.687500 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -78318.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78419.445312 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -78419.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78490.296875 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -78490.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78522.296875 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -78522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78537.812500 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -78537.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78553.039062 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -78553.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78556.117188 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -78556.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78556.117188 Penalty: 3300.459473
	Iteration 10F: 3 clusters Score -78556.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -220238.203125 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -220238.2 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 868 members 
Entering Unmasked Estep 
Score: -217801.250000 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -217801.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -218186.265625 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -218186.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -218299.500000 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -218299.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -218361.171875 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -218361.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -218400.781250 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -218400.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -218430.781250 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -218430.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -218451.562500 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -218451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218466.968750 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -218467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -218478.562500 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -218478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -218490.890625 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -218490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -218496.062500 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -218496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218502.000000 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -218502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -218508.843750 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -218508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218517.328125 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -218517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -218519.531250 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -218519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -218521.906250 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -218521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218523.312500 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -218523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218524.687500 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -218524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218526.203125 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -218526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218526.625000 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -218526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218526.625000 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -218526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -20218.134766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20218.13 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 95 members 
Entering Unmasked Estep 
Score: -19140.082031 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19140.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19237.296875 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19266.179688 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19266.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19277.021484 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19277.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19283.904297 Penalty: 2597.275391
	Iteration 4Q: 3 clusters Score -19283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19283.904297 Penalty: 2597.275391
	Iteration 5F: 3 clusters Score -19283.9 nChanged 0
--- Evaluating fit on full set of 2870054 points ---
Entering Unmasked Estep 
Score: -373811744.000000 Penalty: 95880.742188
20->27 Clusters: Score -373811744.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 956684 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 47804 members 
Mstep: Class 3 contains 47540 members 
Mstep: Class 4 contains 47921 members 
Mstep: Class 5 contains 48141 members 
Mstep: Class 6 contains 47401 members 
Mstep: Class 7 contains 48224 members 
Mstep: Class 8 contains 48134 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 47914 members 
Mstep: Class 11 contains 47452 members 
Mstep: Class 12 contains 47898 members 
Mstep: Class 13 contains 47762 members 
Mstep: Class 14 contains 47906 members 
Mstep: Class 15 contains 48185 members 
Mstep: Class 16 contains 47895 members 
Mstep: Class 17 contains 47476 members 
Mstep: Class 18 contains 48105 members 
Mstep: Class 19 contains 47474 members 
Mstep: Class 20 contains 47649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 600.752075 but Gain 3415.265625
Score: -121233624.000000 Penalty: 64890.031250
Iteration 0F: 20 clusters Score -1.212336e+08 nChanged 907089
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 34406 members 
Mstep: Class 3 contains 49355 members 
Mstep: Class 4 contains 23978 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 19795 members 
Mstep: Class 7 contains 46190 members 
Mstep: Class 8 contains 22006 members 
Mstep: Class 9 contains 65363 members 
Mstep: Class 10 contains 85077 members 
Mstep: Class 11 contains 8570 members 
Mstep: Class 12 contains 34819 members 
Mstep: Class 13 contains 8278 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 76326 members 
Mstep: Class 17 contains 297727 members 
Mstep: Class 18 contains 37352 members 
Mstep: Class 19 contains 38494 members 
Mstep: Class 20 contains 12945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2776.379395 but Gain 3415.265625
Score: -124754304.000000 Penalty: 61474.765625
Iteration 1F: 19 clusters Score -1.247543e+08 nChanged 363707
Entering Unmasked Mstep 
Mstep: Class 0 contains 2407 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 27355 members 
Mstep: Class 3 contains 44997 members 
Mstep: Class 4 contains 20753 members 
Mstep: Class 5 contains 42099 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 30056 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 51269 members 
Mstep: Class 10 contains 113436 members 
Mstep: Class 12 contains 16891 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 12607 members 
Mstep: Class 15 contains 78275 members 
Mstep: Class 17 contains 401636 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 33304 members 
Mstep: Class 20 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2167.905518 but Gain 3415.265625
Score: -125265496.000000 Penalty: 58059.500000
Iteration 2F: 18 clusters Score -1.252655e+08 nChanged 238697
Entering Unmasked Mstep 
Mstep: Class 0 contains 2054 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 31786 members 
Mstep: Class 3 contains 49620 members 
Mstep: Class 4 contains 19897 members 
Mstep: Class 5 contains 52339 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 20080 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 154105 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 8664 members 
Mstep: Class 15 contains 91998 members 
Mstep: Class 17 contains 377139 members 
Mstep: Class 18 contains 8721 members 
Mstep: Class 19 contains 32795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125559136.000000 Penalty: 58059.500000
Iteration 3F: 18 clusters Score -1.255591e+08 nChanged 160937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1488 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 35428 members 
Mstep: Class 3 contains 57311 members 
Mstep: Class 4 contains 19454 members 
Mstep: Class 5 contains 52963 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 14852 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 43511 members 
Mstep: Class 10 contains 199560 members 
Mstep: Class 12 contains 9757 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 105414 members 
Mstep: Class 17 contains 328185 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 30927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125792400.000000 Penalty: 58059.500000
Iteration 4F: 18 clusters Score -1.257924e+08 nChanged 139950
Entering Unmasked Mstep 
Mstep: Class 0 contains 780 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 37271 members 
Mstep: Class 3 contains 66025 members 
Mstep: Class 4 contains 20405 members 
Mstep: Class 5 contains 49245 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 11550 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 10 contains 237941 members 
Mstep: Class 12 contains 10440 members 
Mstep: Class 13 contains 1869 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 111537 members 
Mstep: Class 17 contains 290699 members 
Mstep: Class 18 contains 3640 members 
Mstep: Class 19 contains 26944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2629.522461 but Gain 3415.265625
Score: -125900064.000000 Penalty: 54644.234375
Iteration 5F: 17 clusters Score -1.259001e+08 nChanged 133030
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 37805 members 
Mstep: Class 3 contains 73931 members 
Mstep: Class 4 contains 23566 members 
Mstep: Class 5 contains 44920 members 
Mstep: Class 6 contains 3878 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 41355 members 
Mstep: Class 10 contains 235533 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 124441 members 
Mstep: Class 17 contains 278525 members 
Mstep: Class 19 contains 26332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125989296.000000 Penalty: 54644.234375
Iteration 6F: 17 clusters Score -1.259893e+08 nChanged 103097
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 37548 members 
Mstep: Class 3 contains 80055 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 41469 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 11961 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 41359 members 
Mstep: Class 10 contains 215113 members 
Mstep: Class 12 contains 13963 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 142743 members 
Mstep: Class 17 contains 273721 members 
Mstep: Class 19 contains 27093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126083144.000000 Penalty: 54644.234375
Iteration 7F: 17 clusters Score -1.260831e+08 nChanged 90352
Entering Unmasked Mstep 
Mstep: Class 0 contains 487 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 37470 members 
Mstep: Class 3 contains 84815 members 
Mstep: Class 4 contains 30599 members 
Mstep: Class 5 contains 39089 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 13636 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 41521 members 
Mstep: Class 10 contains 200516 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 1627 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 162498 members 
Mstep: Class 17 contains 261521 members 
Mstep: Class 19 contains 27580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126159216.000000 Penalty: 54644.234375
Iteration 8F: 17 clusters Score -1.261592e+08 nChanged 78493
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 37565 members 
Mstep: Class 3 contains 88172 members 
Mstep: Class 4 contains 33888 members 
Mstep: Class 5 contains 37364 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 4187 members 
Mstep: Class 9 contains 41356 members 
Mstep: Class 10 contains 189636 members 
Mstep: Class 12 contains 15810 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 183071 members 
Mstep: Class 17 contains 245827 members 
Mstep: Class 19 contains 27882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126221352.000000 Penalty: 54644.234375
Iteration 9F: 17 clusters Score -1.262214e+08 nChanged 66970
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 37921 members 
Mstep: Class 3 contains 90435 members 
Mstep: Class 4 contains 37075 members 
Mstep: Class 5 contains 36095 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 17912 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 41229 members 
Mstep: Class 10 contains 179763 members 
Mstep: Class 12 contains 16606 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 3213 members 
Mstep: Class 15 contains 204104 members 
Mstep: Class 17 contains 228724 members 
Mstep: Class 19 contains 28090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126259976.000000 Penalty: 54644.234375
Iteration 10F: 17 clusters Score -1.2626e+08 nChanged 57671
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 38404 members 
Mstep: Class 3 contains 92246 members 
Mstep: Class 4 contains 40169 members 
Mstep: Class 5 contains 35155 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 20480 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 41200 members 
Mstep: Class 10 contains 172741 members 
Mstep: Class 12 contains 17636 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 220699 members 
Mstep: Class 17 contains 212769 members 
Mstep: Class 19 contains 28156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126270864.000000 Penalty: 54644.234375
Iteration 11F: 17 clusters Score -1.262709e+08 nChanged 50185
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 39051 members 
Mstep: Class 3 contains 94379 members 
Mstep: Class 4 contains 43045 members 
Mstep: Class 5 contains 34474 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 23043 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 41023 members 
Mstep: Class 10 contains 169607 members 
Mstep: Class 12 contains 18674 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 227613 members 
Mstep: Class 17 contains 202092 members 
Mstep: Class 19 contains 28252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126275672.000000 Penalty: 54644.234375
Iteration 12F: 17 clusters Score -1.262757e+08 nChanged 40988
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 39908 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 45717 members 
Mstep: Class 5 contains 34044 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 25430 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 40845 members 
Mstep: Class 10 contains 170258 members 
Mstep: Class 12 contains 19511 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 224439 members 
Mstep: Class 17 contains 197837 members 
Mstep: Class 19 contains 28423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126283528.000000 Penalty: 54644.234375
Iteration 13Q: 17 clusters Score -1.262835e+08 nChanged 32299
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 40817 members 
Mstep: Class 3 contains 97824 members 
Mstep: Class 4 contains 48373 members 
Mstep: Class 5 contains 33746 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 27759 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 40849 members 
Mstep: Class 10 contains 172480 members 
Mstep: Class 12 contains 19976 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 2956 members 
Mstep: Class 15 contains 216504 members 
Mstep: Class 17 contains 197104 members 
Mstep: Class 19 contains 28653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126294784.000000 Penalty: 54644.234375
Iteration 14Q: 17 clusters Score -1.262948e+08 nChanged 26979
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 41714 members 
Mstep: Class 3 contains 98716 members 
Mstep: Class 4 contains 50995 members 
Mstep: Class 5 contains 33497 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 30099 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 41015 members 
Mstep: Class 10 contains 174712 members 
Mstep: Class 12 contains 20098 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 2914 members 
Mstep: Class 15 contains 207612 members 
Mstep: Class 17 contains 197893 members 
Mstep: Class 19 contains 28896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126305264.000000 Penalty: 54644.234375
Iteration 15Q: 17 clusters Score -1.263053e+08 nChanged 24097
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 42561 members 
Mstep: Class 3 contains 99219 members 
Mstep: Class 4 contains 53606 members 
Mstep: Class 5 contains 33254 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 32467 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 176338 members 
Mstep: Class 12 contains 20058 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 199291 members 
Mstep: Class 17 contains 198822 members 
Mstep: Class 19 contains 29217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126314872.000000 Penalty: 54644.234375
Iteration 16Q: 17 clusters Score -1.263149e+08 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 43251 members 
Mstep: Class 3 contains 99383 members 
Mstep: Class 4 contains 56197 members 
Mstep: Class 5 contains 33003 members 
Mstep: Class 6 contains 5382 members 
Mstep: Class 7 contains 34687 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 41945 members 
Mstep: Class 10 contains 177437 members 
Mstep: Class 12 contains 20014 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 2866 members 
Mstep: Class 15 contains 192412 members 
Mstep: Class 17 contains 199315 members 
Mstep: Class 19 contains 29444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126321360.000000 Penalty: 54644.234375
Iteration 17Q: 17 clusters Score -1.263214e+08 nChanged 19176
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 43766 members 
Mstep: Class 3 contains 99337 members 
Mstep: Class 4 contains 58611 members 
Mstep: Class 5 contains 32771 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 36835 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 42541 members 
Mstep: Class 10 contains 177932 members 
Mstep: Class 12 contains 19976 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 2859 members 
Mstep: Class 15 contains 186951 members 
Mstep: Class 17 contains 199246 members 
Mstep: Class 19 contains 29691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126326512.000000 Penalty: 54644.234375
Iteration 18Q: 17 clusters Score -1.263265e+08 nChanged 17372
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 44165 members 
Mstep: Class 3 contains 98993 members 
Mstep: Class 4 contains 60822 members 
Mstep: Class 5 contains 32540 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 38927 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 43153 members 
Mstep: Class 10 contains 178043 members 
Mstep: Class 12 contains 19941 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 182619 members 
Mstep: Class 17 contains 198884 members 
Mstep: Class 19 contains 29922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126331560.000000 Penalty: 54644.234375
Iteration 19Q: 17 clusters Score -1.263316e+08 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 44457 members 
Mstep: Class 3 contains 98437 members 
Mstep: Class 4 contains 62719 members 
Mstep: Class 5 contains 32263 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 40990 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 43810 members 
Mstep: Class 10 contains 177878 members 
Mstep: Class 12 contains 19915 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 179242 members 
Mstep: Class 17 contains 198387 members 
Mstep: Class 19 contains 30110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126335176.000000 Penalty: 54644.234375
Iteration 20F: 17 clusters Score -1.263352e+08 nChanged 14943
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 44789 members 
Mstep: Class 3 contains 97725 members 
Mstep: Class 4 contains 64403 members 
Mstep: Class 5 contains 31954 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 44530 members 
Mstep: Class 10 contains 177455 members 
Mstep: Class 12 contains 19909 members 
Mstep: Class 13 contains 1680 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 176694 members 
Mstep: Class 17 contains 197660 members 
Mstep: Class 19 contains 30222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126338928.000000 Penalty: 54644.234375
Iteration 21Q: 17 clusters Score -1.263389e+08 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 45110 members 
Mstep: Class 3 contains 96816 members 
Mstep: Class 4 contains 65853 members 
Mstep: Class 5 contains 31628 members 
Mstep: Class 6 contains 6952 members 
Mstep: Class 7 contains 44915 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 45267 members 
Mstep: Class 10 contains 176926 members 
Mstep: Class 12 contains 19855 members 
Mstep: Class 13 contains 1686 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 174799 members 
Mstep: Class 17 contains 197015 members 
Mstep: Class 19 contains 30224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126341688.000000 Penalty: 54644.234375
Iteration 22Q: 17 clusters Score -1.263417e+08 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 45332 members 
Mstep: Class 3 contains 95837 members 
Mstep: Class 4 contains 67242 members 
Mstep: Class 5 contains 31284 members 
Mstep: Class 6 contains 7374 members 
Mstep: Class 7 contains 46795 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 45985 members 
Mstep: Class 10 contains 176322 members 
Mstep: Class 12 contains 19850 members 
Mstep: Class 13 contains 1694 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 173378 members 
Mstep: Class 17 contains 196173 members 
Mstep: Class 19 contains 30146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126344120.000000 Penalty: 54644.234375
Iteration 23Q: 17 clusters Score -1.263441e+08 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 45451 members 
Mstep: Class 3 contains 94875 members 
Mstep: Class 4 contains 68497 members 
Mstep: Class 5 contains 30917 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 48612 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 46739 members 
Mstep: Class 10 contains 175558 members 
Mstep: Class 12 contains 19856 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 172278 members 
Mstep: Class 17 contains 195310 members 
Mstep: Class 19 contains 30060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126346816.000000 Penalty: 54644.234375
Iteration 24Q: 17 clusters Score -1.263468e+08 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 45571 members 
Mstep: Class 3 contains 93964 members 
Mstep: Class 4 contains 69580 members 
Mstep: Class 5 contains 30500 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 50454 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 47520 members 
Mstep: Class 10 contains 174632 members 
Mstep: Class 12 contains 19865 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 171312 members 
Mstep: Class 17 contains 194560 members 
Mstep: Class 19 contains 29913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126349624.000000 Penalty: 54644.234375
Iteration 25Q: 17 clusters Score -1.263496e+08 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 45641 members 
Mstep: Class 3 contains 92951 members 
Mstep: Class 4 contains 70481 members 
Mstep: Class 5 contains 30092 members 
Mstep: Class 6 contains 8819 members 
Mstep: Class 7 contains 52227 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 48342 members 
Mstep: Class 10 contains 173717 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 2780 members 
Mstep: Class 15 contains 170513 members 
Mstep: Class 17 contains 193996 members 
Mstep: Class 19 contains 29703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126351032.000000 Penalty: 54644.234375
Iteration 26Q: 17 clusters Score -1.26351e+08 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 45717 members 
Mstep: Class 3 contains 92043 members 
Mstep: Class 4 contains 71251 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 9354 members 
Mstep: Class 7 contains 54001 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 49139 members 
Mstep: Class 10 contains 172810 members 
Mstep: Class 12 contains 19893 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 169762 members 
Mstep: Class 17 contains 193404 members 
Mstep: Class 19 contains 29473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126352216.000000 Penalty: 54644.234375
Iteration 27Q: 17 clusters Score -1.263522e+08 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 45776 members 
Mstep: Class 3 contains 91112 members 
Mstep: Class 4 contains 71986 members 
Mstep: Class 5 contains 29219 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 55715 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 49966 members 
Mstep: Class 10 contains 171941 members 
Mstep: Class 12 contains 19918 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 17 contains 192774 members 
Mstep: Class 19 contains 29180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126354728.000000 Penalty: 54644.234375
Iteration 28Q: 17 clusters Score -1.263547e+08 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 45822 members 
Mstep: Class 3 contains 90156 members 
Mstep: Class 4 contains 72612 members 
Mstep: Class 5 contains 28750 members 
Mstep: Class 6 contains 10476 members 
Mstep: Class 7 contains 57390 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 50803 members 
Mstep: Class 10 contains 171145 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 168596 members 
Mstep: Class 17 contains 192108 members 
Mstep: Class 19 contains 28885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126356352.000000 Penalty: 54644.234375
Iteration 29Q: 17 clusters Score -1.263564e+08 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 45856 members 
Mstep: Class 3 contains 89288 members 
Mstep: Class 4 contains 73208 members 
Mstep: Class 5 contains 28249 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 59042 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 51679 members 
Mstep: Class 10 contains 170412 members 
Mstep: Class 12 contains 19910 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 168092 members 
Mstep: Class 17 contains 191312 members 
Mstep: Class 19 contains 28562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126357984.000000 Penalty: 54644.234375
Iteration 30Q: 17 clusters Score -1.26358e+08 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 45880 members 
Mstep: Class 3 contains 88518 members 
Mstep: Class 4 contains 73777 members 
Mstep: Class 5 contains 27675 members 
Mstep: Class 6 contains 11795 members 
Mstep: Class 7 contains 60646 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 52565 members 
Mstep: Class 10 contains 169687 members 
Mstep: Class 12 contains 19895 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 167722 members 
Mstep: Class 17 contains 190394 members 
Mstep: Class 19 contains 28194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126359624.000000 Penalty: 54644.234375
Iteration 31Q: 17 clusters Score -1.263596e+08 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 45876 members 
Mstep: Class 3 contains 87790 members 
Mstep: Class 4 contains 74336 members 
Mstep: Class 5 contains 27104 members 
Mstep: Class 6 contains 12550 members 
Mstep: Class 7 contains 62190 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 53557 members 
Mstep: Class 10 contains 168969 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 167340 members 
Mstep: Class 17 contains 189363 members 
Mstep: Class 19 contains 27771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126361272.000000 Penalty: 54644.234375
Iteration 32Q: 17 clusters Score -1.263613e+08 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 45879 members 
Mstep: Class 3 contains 87072 members 
Mstep: Class 4 contains 74839 members 
Mstep: Class 5 contains 26555 members 
Mstep: Class 6 contains 13347 members 
Mstep: Class 7 contains 63649 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 54532 members 
Mstep: Class 10 contains 168332 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 166843 members 
Mstep: Class 17 contains 188524 members 
Mstep: Class 19 contains 27287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126362760.000000 Penalty: 54644.234375
Iteration 33Q: 17 clusters Score -1.263628e+08 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 45866 members 
Mstep: Class 3 contains 86441 members 
Mstep: Class 4 contains 75231 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 14162 members 
Mstep: Class 7 contains 65071 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 55551 members 
Mstep: Class 10 contains 167667 members 
Mstep: Class 12 contains 19893 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 166404 members 
Mstep: Class 17 contains 187752 members 
Mstep: Class 19 contains 26782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364952.000000 Penalty: 54644.234375
Iteration 34Q: 17 clusters Score -1.26365e+08 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 85805 members 
Mstep: Class 4 contains 75554 members 
Mstep: Class 5 contains 25425 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 66411 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 56480 members 
Mstep: Class 10 contains 167276 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 166008 members 
Mstep: Class 17 contains 186926 members 
Mstep: Class 19 contains 26214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126366680.000000 Penalty: 54644.234375
Iteration 35Q: 17 clusters Score -1.263667e+08 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 45870 members 
Mstep: Class 3 contains 85274 members 
Mstep: Class 4 contains 75858 members 
Mstep: Class 5 contains 24820 members 
Mstep: Class 6 contains 15783 members 
Mstep: Class 7 contains 67748 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 57420 members 
Mstep: Class 10 contains 166955 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 165526 members 
Mstep: Class 17 contains 186090 members 
Mstep: Class 19 contains 25577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126368528.000000 Penalty: 54644.234375
Iteration 36Q: 17 clusters Score -1.263685e+08 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 45883 members 
Mstep: Class 3 contains 84720 members 
Mstep: Class 4 contains 76145 members 
Mstep: Class 5 contains 24218 members 
Mstep: Class 6 contains 16590 members 
Mstep: Class 7 contains 68975 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 58344 members 
Mstep: Class 10 contains 166570 members 
Mstep: Class 12 contains 19927 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 165077 members 
Mstep: Class 17 contains 185459 members 
Mstep: Class 19 contains 24961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126369584.000000 Penalty: 54644.234375
Iteration 37Q: 17 clusters Score -1.263696e+08 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 45882 members 
Mstep: Class 3 contains 84238 members 
Mstep: Class 4 contains 76369 members 
Mstep: Class 5 contains 23598 members 
Mstep: Class 6 contains 17394 members 
Mstep: Class 7 contains 70057 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 59261 members 
Mstep: Class 10 contains 166238 members 
Mstep: Class 12 contains 19919 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 164664 members 
Mstep: Class 17 contains 184911 members 
Mstep: Class 19 contains 24355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126370736.000000 Penalty: 54644.234375
Iteration 38Q: 17 clusters Score -1.263707e+08 nChanged 8999
Entering ConstructFrom: 
Score: -126370736.000000 Penalty: 54644.234375
Entering ConstructFrom: 
Trying to split cluster 1 (11043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Entering Unmasked Estep 
Score: -1289623.000000 Penalty: 2308.769043
	Iteration 0F: 2 clusters Score -1289623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1281400.750000 Penalty: 4617.538086
	Iteration 0F: 3 clusters Score -1281401 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1284284.125000 Penalty: 4617.538086
	Iteration 1F: 3 clusters Score -1284284 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1285238.500000 Penalty: 4617.538086
	Iteration 2F: 3 clusters Score -1285238 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1286318.625000 Penalty: 4617.538086
	Iteration 3F: 3 clusters Score -1286319 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1287407.375000 Penalty: 4617.538086
	Iteration 4F: 3 clusters Score -1287407 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1288349.375000 Penalty: 4617.538086
	Iteration 5F: 3 clusters Score -1288349 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1289195.375000 Penalty: 4617.538086
	Iteration 6F: 3 clusters Score -1289195 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1289886.000000 Penalty: 4617.538086
	Iteration 7F: 3 clusters Score -1289886 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1290396.500000 Penalty: 4617.538086
	Iteration 8Q: 3 clusters Score -1290396 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1290764.750000 Penalty: 4617.538086
	Iteration 9Q: 3 clusters Score -1290765 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1291002.500000 Penalty: 4617.538086
	Iteration 10Q: 3 clusters Score -1291002 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1291161.250000 Penalty: 4617.538086
	Iteration 11Q: 3 clusters Score -1291161 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1291263.625000 Penalty: 4617.538086
	Iteration 12Q: 3 clusters Score -1291264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1291338.375000 Penalty: 4617.538086
	Iteration 13Q: 3 clusters Score -1291338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1291379.875000 Penalty: 4617.538086
	Iteration 14Q: 3 clusters Score -1291380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1291392.750000 Penalty: 4617.538086
	Iteration 15Q: 3 clusters Score -1291393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1291404.000000 Penalty: 4617.538086
	Iteration 16Q: 3 clusters Score -1291404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1291408.875000 Penalty: 4617.538086
	Iteration 17Q: 3 clusters Score -1291409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1291411.750000 Penalty: 4617.538086
	Iteration 18Q: 3 clusters Score -1291412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1291411.500000 Penalty: 4617.538086
	Iteration 19Q: 3 clusters Score -1291412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1291425.875000 Penalty: 4617.538086
	Iteration 20F: 3 clusters Score -1291426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1291427.250000 Penalty: 4617.538086
	Iteration 21Q: 3 clusters Score -1291427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1291428.750000 Penalty: 4617.538086
	Iteration 22Q: 3 clusters Score -1291429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1291431.125000 Penalty: 4617.538086
	Iteration 23Q: 3 clusters Score -1291431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1291432.375000 Penalty: 4617.538086
	Iteration 24Q: 3 clusters Score -1291432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1291434.125000 Penalty: 4617.538086
	Iteration 25Q: 3 clusters Score -1291434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1291433.250000 Penalty: 4617.538086
	Iteration 26Q: 3 clusters Score -1291433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1291436.875000 Penalty: 4617.538086
	Iteration 27Q: 3 clusters Score -1291437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1291436.875000 Penalty: 4617.538086
	Iteration 28F: 3 clusters Score -1291437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45884 members 
Mstep: Class 3 contains 83687 members 
Mstep: Class 4 contains 76525 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 71084 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 60074 members 
Mstep: Class 10 contains 165946 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 164210 members 
Mstep: Class 17 contains 184527 members 
Mstep: Class 19 contains 23892 members 
Entering Unmasked Estep 
Score: -126372136.000000 Penalty: 58059.500000
Splitting cluster 1 changes total score from -126370736.000000 to -126372136.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (45884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Entering Unmasked Estep 
Score: -5910468.500000 Penalty: 2662.000000
	Iteration 0F: 2 clusters Score -5910468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -5879530.000000 Penalty: 5324.000000
	Iteration 0F: 3 clusters Score -5879530 nChanged 21081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5891272.500000 Penalty: 5324.000000
	Iteration 1F: 3 clusters Score -5891272 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5892461.500000 Penalty: 5324.000000
	Iteration 2Q: 3 clusters Score -5892462 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5894310.500000 Penalty: 5324.000000
	Iteration 3F: 3 clusters Score -5894310 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -5897256.000000 Penalty: 5324.000000
	Iteration 4F: 3 clusters Score -5897256 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -5901810.500000 Penalty: 5324.000000
	Iteration 5F: 3 clusters Score -5901810 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5907648.000000 Penalty: 5324.000000
	Iteration 6F: 3 clusters Score -5907648 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5913098.500000 Penalty: 5324.000000
	Iteration 7F: 3 clusters Score -5913098 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5916021.500000 Penalty: 5324.000000
	Iteration 8F: 3 clusters Score -5916022 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5917347.500000 Penalty: 5324.000000
	Iteration 9Q: 3 clusters Score -5917348 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5917980.500000 Penalty: 5324.000000
	Iteration 10Q: 3 clusters Score -5917980 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -5918269.000000 Penalty: 5324.000000
	Iteration 11Q: 3 clusters Score -5918269 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -5918395.500000 Penalty: 5324.000000
	Iteration 12Q: 3 clusters Score -5918396 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -5918503.000000 Penalty: 5324.000000
	Iteration 13Q: 3 clusters Score -5918503 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5918552.500000 Penalty: 5324.000000
	Iteration 14Q: 3 clusters Score -5918552 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5918586.500000 Penalty: 5324.000000
	Iteration 15Q: 3 clusters Score -5918586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5918613.000000 Penalty: 5324.000000
	Iteration 16Q: 3 clusters Score -5918613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5918618.500000 Penalty: 5324.000000
	Iteration 17Q: 3 clusters Score -5918618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5918616.000000 Penalty: 5324.000000
	Iteration 18Q: 3 clusters Score -5918616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -5918621.500000 Penalty: 5324.000000
	Iteration 19Q: 3 clusters Score -5918622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5918616.500000 Penalty: 5324.000000
	Iteration 20F: 3 clusters Score -5918616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5918619.000000 Penalty: 5324.000000
	Iteration 21Q: 3 clusters Score -5918619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5918621.500000 Penalty: 5324.000000
	Iteration 22Q: 3 clusters Score -5918622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5918622.000000 Penalty: 5324.000000
	Iteration 23Q: 3 clusters Score -5918622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5918618.500000 Penalty: 5324.000000
	Iteration 24Q: 3 clusters Score -5918618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5918618.000000 Penalty: 5324.000000
	Iteration 25Q: 3 clusters Score -5918618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5918621.000000 Penalty: 5324.000000
	Iteration 26Q: 3 clusters Score -5918621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5918621.000000 Penalty: 5324.000000
	Iteration 27Q: 3 clusters Score -5918621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5918621.000000 Penalty: 5324.000000
	Iteration 28Q: 3 clusters Score -5918621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5918621.000000 Penalty: 5324.000000
	Iteration 29Q: 3 clusters Score -5918621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5918616.000000 Penalty: 5324.000000
	Iteration 30Q: 3 clusters Score -5918616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5918623.500000 Penalty: 5324.000000
	Iteration 31Q: 3 clusters Score -5918624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5918623.500000 Penalty: 5324.000000
	Iteration 32F: 3 clusters Score -5918624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24017 members 
Mstep: Class 3 contains 83687 members 
Mstep: Class 4 contains 76525 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 71084 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 60074 members 
Mstep: Class 10 contains 165946 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 164210 members 
Mstep: Class 16 contains 21867 members 
Mstep: Class 17 contains 184527 members 
Mstep: Class 19 contains 23892 members 
Entering Unmasked Estep 
Score: -126380264.000000 Penalty: 61474.765625
Splitting cluster 2 changes total score from -126370736.000000 to -126380264.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (83687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Entering Unmasked Estep 
Score: -11130399.000000 Penalty: 2811.040039
	Iteration 0F: 2 clusters Score -1.11304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -11074385.000000 Penalty: 5622.080078
	Iteration 0F: 3 clusters Score -1.107438e+07 nChanged 39260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -11096762.000000 Penalty: 5622.080078
	Iteration 1F: 3 clusters Score -1.109676e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -11097472.000000 Penalty: 5622.080078
	Iteration 2Q: 3 clusters Score -1.109747e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -11098186.000000 Penalty: 5622.080078
	Iteration 3Q: 3 clusters Score -1.109819e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -11099010.000000 Penalty: 5622.080078
	Iteration 4Q: 3 clusters Score -1.109901e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -11099984.000000 Penalty: 5622.080078
	Iteration 5Q: 3 clusters Score -1.109998e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -11101279.000000 Penalty: 5622.080078
	Iteration 6Q: 3 clusters Score -1.110128e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -11102907.000000 Penalty: 5622.080078
	Iteration 7Q: 3 clusters Score -1.110291e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -11105203.000000 Penalty: 5622.080078
	Iteration 8F: 3 clusters Score -1.11052e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -11108234.000000 Penalty: 5622.080078
	Iteration 9F: 3 clusters Score -1.110823e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -11111766.000000 Penalty: 5622.080078
	Iteration 10F: 3 clusters Score -1.111177e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -11115490.000000 Penalty: 5622.080078
	Iteration 11F: 3 clusters Score -1.111549e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -11118825.000000 Penalty: 5622.080078
	Iteration 12F: 3 clusters Score -1.111882e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -11121431.000000 Penalty: 5622.080078
	Iteration 13Q: 3 clusters Score -1.112143e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -11123373.000000 Penalty: 5622.080078
	Iteration 14Q: 3 clusters Score -1.112337e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -11124736.000000 Penalty: 5622.080078
	Iteration 15Q: 3 clusters Score -1.112474e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -11125667.000000 Penalty: 5622.080078
	Iteration 16Q: 3 clusters Score -1.112567e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -11126354.000000 Penalty: 5622.080078
	Iteration 17Q: 3 clusters Score -1.112635e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11126808.000000 Penalty: 5622.080078
	Iteration 18Q: 3 clusters Score -1.112681e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11127114.000000 Penalty: 5622.080078
	Iteration 19Q: 3 clusters Score -1.112711e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11127336.000000 Penalty: 5622.080078
	Iteration 20F: 3 clusters Score -1.112734e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11127518.000000 Penalty: 5622.080078
	Iteration 21Q: 3 clusters Score -1.112752e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11127618.000000 Penalty: 5622.080078
	Iteration 22Q: 3 clusters Score -1.112762e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11127692.000000 Penalty: 5622.080078
	Iteration 23Q: 3 clusters Score -1.112769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11127735.000000 Penalty: 5622.080078
	Iteration 24Q: 3 clusters Score -1.112774e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11127752.000000 Penalty: 5622.080078
	Iteration 25Q: 3 clusters Score -1.112775e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11127796.000000 Penalty: 5622.080078
	Iteration 26Q: 3 clusters Score -1.11278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11127819.000000 Penalty: 5622.080078
	Iteration 27Q: 3 clusters Score -1.112782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11127845.000000 Penalty: 5622.080078
	Iteration 28Q: 3 clusters Score -1.112784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11127868.000000 Penalty: 5622.080078
	Iteration 29Q: 3 clusters Score -1.112787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11127884.000000 Penalty: 5622.080078
	Iteration 30Q: 3 clusters Score -1.112788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11127910.000000 Penalty: 5622.080078
	Iteration 31Q: 3 clusters Score -1.112791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11127918.000000 Penalty: 5622.080078
	Iteration 32Q: 3 clusters Score -1.112792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11127942.000000 Penalty: 5622.080078
	Iteration 33Q: 3 clusters Score -1.112794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11127944.000000 Penalty: 5622.080078
	Iteration 34Q: 3 clusters Score -1.112794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11127955.000000 Penalty: 5622.080078
	Iteration 35Q: 3 clusters Score -1.112796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11127956.000000 Penalty: 5622.080078
	Iteration 36Q: 3 clusters Score -1.112796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11127962.000000 Penalty: 5622.080078
	Iteration 37Q: 3 clusters Score -1.112796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11127966.000000 Penalty: 5622.080078
	Iteration 38Q: 3 clusters Score -1.112797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11127971.000000 Penalty: 5622.080078
	Iteration 39Q: 3 clusters Score -1.112797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11127965.000000 Penalty: 5622.080078
	Iteration 40F: 3 clusters Score -1.112796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11127971.000000 Penalty: 5622.080078
	Iteration 41Q: 3 clusters Score -1.112797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11127966.000000 Penalty: 5622.080078
	Iteration 42Q: 3 clusters Score -1.112797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11127971.000000 Penalty: 5622.080078
	Iteration 43Q: 3 clusters Score -1.112797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11127974.000000 Penalty: 5622.080078
	Iteration 44Q: 3 clusters Score -1.112797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11127979.000000 Penalty: 5622.080078
	Iteration 45Q: 3 clusters Score -1.112798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11127979.000000 Penalty: 5622.080078
	Iteration 46Q: 3 clusters Score -1.112798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11127975.000000 Penalty: 5622.080078
	Iteration 47Q: 3 clusters Score -1.112798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11127981.000000 Penalty: 5622.080078
	Iteration 48Q: 3 clusters Score -1.112798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11127988.000000 Penalty: 5622.080078
	Iteration 49Q: 3 clusters Score -1.112799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11127982.000000 Penalty: 5622.080078
	Iteration 50Q: 3 clusters Score -1.112798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11127982.000000 Penalty: 5622.080078
	Iteration 51F: 3 clusters Score -1.112798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (76525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Entering Unmasked Estep 
Score: -10402348.000000 Penalty: 2788.852539
	Iteration 0F: 2 clusters Score -1.040235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -10351027.000000 Penalty: 5577.705078
	Iteration 0F: 3 clusters Score -1.035103e+07 nChanged 35958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -10371587.000000 Penalty: 5577.705078
	Iteration 1F: 3 clusters Score -1.037159e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -10372501.000000 Penalty: 5577.705078
	Iteration 2Q: 3 clusters Score -1.03725e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -10373494.000000 Penalty: 5577.705078
	Iteration 3Q: 3 clusters Score -1.037349e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -10374858.000000 Penalty: 5577.705078
	Iteration 4Q: 3 clusters Score -1.037486e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -10376948.000000 Penalty: 5577.705078
	Iteration 5F: 3 clusters Score -1.037695e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -10380354.000000 Penalty: 5577.705078
	Iteration 6F: 3 clusters Score -1.038035e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -10385393.000000 Penalty: 5577.705078
	Iteration 7F: 3 clusters Score -1.038539e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -10391050.000000 Penalty: 5577.705078
	Iteration 8F: 3 clusters Score -1.039105e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -10395549.000000 Penalty: 5577.705078
	Iteration 9F: 3 clusters Score -1.039555e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -10397997.000000 Penalty: 5577.705078
	Iteration 10Q: 3 clusters Score -1.0398e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10399073.000000 Penalty: 5577.705078
	Iteration 11Q: 3 clusters Score -1.039907e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10399526.000000 Penalty: 5577.705078
	Iteration 12Q: 3 clusters Score -1.039953e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10399707.000000 Penalty: 5577.705078
	Iteration 13Q: 3 clusters Score -1.039971e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10399779.000000 Penalty: 5577.705078
	Iteration 14Q: 3 clusters Score -1.039978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10399844.000000 Penalty: 5577.705078
	Iteration 15Q: 3 clusters Score -1.039984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10399882.000000 Penalty: 5577.705078
	Iteration 16Q: 3 clusters Score -1.039988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10399901.000000 Penalty: 5577.705078
	Iteration 17Q: 3 clusters Score -1.03999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10399935.000000 Penalty: 5577.705078
	Iteration 18Q: 3 clusters Score -1.039994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10399955.000000 Penalty: 5577.705078
	Iteration 19Q: 3 clusters Score -1.039996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10399986.000000 Penalty: 5577.705078
	Iteration 20F: 3 clusters Score -1.039999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10399990.000000 Penalty: 5577.705078
	Iteration 21Q: 3 clusters Score -1.039999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10400002.000000 Penalty: 5577.705078
	Iteration 22Q: 3 clusters Score -1.04e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10400011.000000 Penalty: 5577.705078
	Iteration 23Q: 3 clusters Score -1.040001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10400015.000000 Penalty: 5577.705078
	Iteration 24Q: 3 clusters Score -1.040002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10400016.000000 Penalty: 5577.705078
	Iteration 25Q: 3 clusters Score -1.040002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10400017.000000 Penalty: 5577.705078
	Iteration 26Q: 3 clusters Score -1.040002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10400025.000000 Penalty: 5577.705078
	Iteration 27Q: 3 clusters Score -1.040002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10400026.000000 Penalty: 5577.705078
	Iteration 28Q: 3 clusters Score -1.040003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10400025.000000 Penalty: 5577.705078
	Iteration 29Q: 3 clusters Score -1.040002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10400021.000000 Penalty: 5577.705078
	Iteration 30Q: 3 clusters Score -1.040002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10400021.000000 Penalty: 5577.705078
	Iteration 31F: 3 clusters Score -1.040002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Entering Unmasked Estep 
Score: -2987438.250000 Penalty: 2490.941406
	Iteration 0F: 2 clusters Score -2987438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2971309.750000 Penalty: 4981.882812
	Iteration 0F: 3 clusters Score -2971310 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2977274.750000 Penalty: 4981.882812
	Iteration 1F: 3 clusters Score -2977275 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2978790.500000 Penalty: 4981.882812
	Iteration 2F: 3 clusters Score -2978790 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2981181.250000 Penalty: 4981.882812
	Iteration 3F: 3 clusters Score -2981181 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2983782.250000 Penalty: 4981.882812
	Iteration 4F: 3 clusters Score -2983782 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2985540.000000 Penalty: 4981.882812
	Iteration 5F: 3 clusters Score -2985540 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2986332.750000 Penalty: 4981.882812
	Iteration 6F: 3 clusters Score -2986333 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2986596.250000 Penalty: 4981.882812
	Iteration 7Q: 3 clusters Score -2986596 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2986696.750000 Penalty: 4981.882812
	Iteration 8Q: 3 clusters Score -2986697 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2986735.000000 Penalty: 4981.882812
	Iteration 9Q: 3 clusters Score -2986735 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2986746.750000 Penalty: 4981.882812
	Iteration 10Q: 3 clusters Score -2986747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2986770.500000 Penalty: 4981.882812
	Iteration 11Q: 3 clusters Score -2986770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2986774.500000 Penalty: 4981.882812
	Iteration 12Q: 3 clusters Score -2986774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2986782.500000 Penalty: 4981.882812
	Iteration 13Q: 3 clusters Score -2986782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2986786.250000 Penalty: 4981.882812
	Iteration 14Q: 3 clusters Score -2986786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2986791.250000 Penalty: 4981.882812
	Iteration 15Q: 3 clusters Score -2986791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2986782.250000 Penalty: 4981.882812
	Iteration 16Q: 3 clusters Score -2986782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2986785.750000 Penalty: 4981.882812
	Iteration 17Q: 3 clusters Score -2986786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2986783.500000 Penalty: 4981.882812
	Iteration 18Q: 3 clusters Score -2986784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2986789.750000 Penalty: 4981.882812
	Iteration 19Q: 3 clusters Score -2986790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2986790.250000 Penalty: 4981.882812
	Iteration 20F: 3 clusters Score -2986790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2986790.000000 Penalty: 4981.882812
	Iteration 21Q: 3 clusters Score -2986790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2986788.500000 Penalty: 4981.882812
	Iteration 22Q: 3 clusters Score -2986788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2986787.500000 Penalty: 4981.882812
	Iteration 23Q: 3 clusters Score -2986788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2986784.000000 Penalty: 4981.882812
	Iteration 24Q: 3 clusters Score -2986784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2986787.500000 Penalty: 4981.882812
	Iteration 25Q: 3 clusters Score -2986788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2986790.500000 Penalty: 4981.882812
	Iteration 26Q: 3 clusters Score -2986790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2986786.500000 Penalty: 4981.882812
	Iteration 27Q: 3 clusters Score -2986786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2986794.500000 Penalty: 4981.882812
	Iteration 28Q: 3 clusters Score -2986794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2986792.000000 Penalty: 4981.882812
	Iteration 29Q: 3 clusters Score -2986792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2986790.250000 Penalty: 4981.882812
	Iteration 30Q: 3 clusters Score -2986790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2986797.250000 Penalty: 4981.882812
	Iteration 31Q: 3 clusters Score -2986797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2986798.500000 Penalty: 4981.882812
	Iteration 32Q: 3 clusters Score -2986798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2986796.000000 Penalty: 4981.882812
	Iteration 33Q: 3 clusters Score -2986796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2986793.250000 Penalty: 4981.882812
	Iteration 34Q: 3 clusters Score -2986793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2986798.000000 Penalty: 4981.882812
	Iteration 35Q: 3 clusters Score -2986798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2986800.250000 Penalty: 4981.882812
	Iteration 36Q: 3 clusters Score -2986800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2986798.000000 Penalty: 4981.882812
	Iteration 37Q: 3 clusters Score -2986798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2986801.000000 Penalty: 4981.882812
	Iteration 38Q: 3 clusters Score -2986801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2986794.750000 Penalty: 4981.882812
	Iteration 39Q: 3 clusters Score -2986795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2986797.250000 Penalty: 4981.882812
	Iteration 40F: 3 clusters Score -2986797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2986797.250000 Penalty: 4981.882812
	Iteration 41Q: 3 clusters Score -2986797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2986800.750000 Penalty: 4981.882812
	Iteration 42Q: 3 clusters Score -2986801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2986800.750000 Penalty: 4981.882812
	Iteration 43Q: 3 clusters Score -2986801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2986801.250000 Penalty: 4981.882812
	Iteration 44Q: 3 clusters Score -2986801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2986799.250000 Penalty: 4981.882812
	Iteration 45Q: 3 clusters Score -2986799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2986799.500000 Penalty: 4981.882812
	Iteration 46Q: 3 clusters Score -2986800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2986802.750000 Penalty: 4981.882812
	Iteration 47Q: 3 clusters Score -2986803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2986798.000000 Penalty: 4981.882812
	Iteration 48Q: 3 clusters Score -2986798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2986802.750000 Penalty: 4981.882812
	Iteration 49Q: 3 clusters Score -2986803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2986807.750000 Penalty: 4981.882812
	Iteration 50Q: 3 clusters Score -2986808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2986810.250000 Penalty: 4981.882812
	Iteration 51Q: 3 clusters Score -2986810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2986804.000000 Penalty: 4981.882812
	Iteration 52Q: 3 clusters Score -2986804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2986797.750000 Penalty: 4981.882812
	Iteration 53Q: 3 clusters Score -2986798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2986795.750000 Penalty: 4981.882812
	Iteration 54Q: 3 clusters Score -2986796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2986796.000000 Penalty: 4981.882812
	Iteration 55Q: 3 clusters Score -2986796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2986795.500000 Penalty: 4981.882812
	Iteration 56Q: 3 clusters Score -2986796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2986803.000000 Penalty: 4981.882812
	Iteration 57Q: 3 clusters Score -2986803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2986795.500000 Penalty: 4981.882812
	Iteration 58Q: 3 clusters Score -2986796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2986800.750000 Penalty: 4981.882812
	Iteration 59Q: 3 clusters Score -2986801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2986802.750000 Penalty: 4981.882812
	Iteration 60F: 3 clusters Score -2986803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2986803.000000 Penalty: 4981.882812
	Iteration 61Q: 3 clusters Score -2986803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2986806.000000 Penalty: 4981.882812
	Iteration 62Q: 3 clusters Score -2986806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2986810.750000 Penalty: 4981.882812
	Iteration 63Q: 3 clusters Score -2986811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2986807.750000 Penalty: 4981.882812
	Iteration 64Q: 3 clusters Score -2986808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2986807.750000 Penalty: 4981.882812
	Iteration 65F: 3 clusters Score -2986808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Entering Unmasked Estep 
Score: -2499190.500000 Penalty: 2431.952393
	Iteration 0F: 2 clusters Score -2499190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2486307.250000 Penalty: 4863.904785
	Iteration 0F: 3 clusters Score -2486307 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2490433.750000 Penalty: 4863.904785
	Iteration 1F: 3 clusters Score -2490434 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2490895.000000 Penalty: 4863.904785
	Iteration 2F: 3 clusters Score -2490895 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2491284.000000 Penalty: 4863.904785
	Iteration 3F: 3 clusters Score -2491284 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2491612.250000 Penalty: 4863.904785
	Iteration 4Q: 3 clusters Score -2491612 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2491902.750000 Penalty: 4863.904785
	Iteration 5Q: 3 clusters Score -2491903 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2492186.250000 Penalty: 4863.904785
	Iteration 6Q: 3 clusters Score -2492186 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2492482.750000 Penalty: 4863.904785
	Iteration 7Q: 3 clusters Score -2492483 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2492833.000000 Penalty: 4863.904785
	Iteration 8Q: 3 clusters Score -2492833 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2493297.750000 Penalty: 4863.904785
	Iteration 9Q: 3 clusters Score -2493298 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2493810.250000 Penalty: 4863.904785
	Iteration 10Q: 3 clusters Score -2493810 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2494401.750000 Penalty: 4863.904785
	Iteration 11Q: 3 clusters Score -2494402 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2494964.000000 Penalty: 4863.904785
	Iteration 12Q: 3 clusters Score -2494964 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2495381.250000 Penalty: 4863.904785
	Iteration 13Q: 3 clusters Score -2495381 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2495588.000000 Penalty: 4863.904785
	Iteration 14Q: 3 clusters Score -2495588 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2495719.000000 Penalty: 4863.904785
	Iteration 15Q: 3 clusters Score -2495719 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2495788.000000 Penalty: 4863.904785
	Iteration 16Q: 3 clusters Score -2495788 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2495858.250000 Penalty: 4863.904785
	Iteration 17Q: 3 clusters Score -2495858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2495900.750000 Penalty: 4863.904785
	Iteration 18Q: 3 clusters Score -2495901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2495946.500000 Penalty: 4863.904785
	Iteration 19Q: 3 clusters Score -2495946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2495985.250000 Penalty: 4863.904785
	Iteration 20F: 3 clusters Score -2495985 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2496022.500000 Penalty: 4863.904785
	Iteration 21Q: 3 clusters Score -2496022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2496038.250000 Penalty: 4863.904785
	Iteration 22Q: 3 clusters Score -2496038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2496071.250000 Penalty: 4863.904785
	Iteration 23Q: 3 clusters Score -2496071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2496098.500000 Penalty: 4863.904785
	Iteration 24Q: 3 clusters Score -2496098 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2496123.250000 Penalty: 4863.904785
	Iteration 25Q: 3 clusters Score -2496123 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2496136.750000 Penalty: 4863.904785
	Iteration 26Q: 3 clusters Score -2496137 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2496165.000000 Penalty: 4863.904785
	Iteration 27Q: 3 clusters Score -2496165 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2496197.000000 Penalty: 4863.904785
	Iteration 28Q: 3 clusters Score -2496197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2496225.500000 Penalty: 4863.904785
	Iteration 29Q: 3 clusters Score -2496226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2496258.750000 Penalty: 4863.904785
	Iteration 30Q: 3 clusters Score -2496259 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2496286.750000 Penalty: 4863.904785
	Iteration 31Q: 3 clusters Score -2496287 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2496319.250000 Penalty: 4863.904785
	Iteration 32Q: 3 clusters Score -2496319 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2496355.000000 Penalty: 4863.904785
	Iteration 33Q: 3 clusters Score -2496355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2496375.500000 Penalty: 4863.904785
	Iteration 34Q: 3 clusters Score -2496376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2496394.500000 Penalty: 4863.904785
	Iteration 35Q: 3 clusters Score -2496394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2496415.000000 Penalty: 4863.904785
	Iteration 36Q: 3 clusters Score -2496415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2496418.250000 Penalty: 4863.904785
	Iteration 37Q: 3 clusters Score -2496418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2496435.750000 Penalty: 4863.904785
	Iteration 38Q: 3 clusters Score -2496436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2496461.250000 Penalty: 4863.904785
	Iteration 39Q: 3 clusters Score -2496461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2496476.000000 Penalty: 4863.904785
	Iteration 40F: 3 clusters Score -2496476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2496485.250000 Penalty: 4863.904785
	Iteration 41Q: 3 clusters Score -2496485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2496497.250000 Penalty: 4863.904785
	Iteration 42Q: 3 clusters Score -2496497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2496511.250000 Penalty: 4863.904785
	Iteration 43Q: 3 clusters Score -2496511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2496523.250000 Penalty: 4863.904785
	Iteration 44Q: 3 clusters Score -2496523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2496536.000000 Penalty: 4863.904785
	Iteration 45Q: 3 clusters Score -2496536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2496554.750000 Penalty: 4863.904785
	Iteration 46Q: 3 clusters Score -2496555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2496567.750000 Penalty: 4863.904785
	Iteration 47Q: 3 clusters Score -2496568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2496570.000000 Penalty: 4863.904785
	Iteration 48Q: 3 clusters Score -2496570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2496594.250000 Penalty: 4863.904785
	Iteration 49Q: 3 clusters Score -2496594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2496603.000000 Penalty: 4863.904785
	Iteration 50Q: 3 clusters Score -2496603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2496605.000000 Penalty: 4863.904785
	Iteration 51Q: 3 clusters Score -2496605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2496617.000000 Penalty: 4863.904785
	Iteration 52Q: 3 clusters Score -2496617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2496624.500000 Penalty: 4863.904785
	Iteration 53Q: 3 clusters Score -2496624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2496627.500000 Penalty: 4863.904785
	Iteration 54Q: 3 clusters Score -2496628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2496635.500000 Penalty: 4863.904785
	Iteration 55Q: 3 clusters Score -2496636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2496647.750000 Penalty: 4863.904785
	Iteration 56Q: 3 clusters Score -2496648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2496658.250000 Penalty: 4863.904785
	Iteration 57Q: 3 clusters Score -2496658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2496669.750000 Penalty: 4863.904785
	Iteration 58Q: 3 clusters Score -2496670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2496686.000000 Penalty: 4863.904785
	Iteration 59Q: 3 clusters Score -2496686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2496707.750000 Penalty: 4863.904785
	Iteration 60F: 3 clusters Score -2496708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2496723.000000 Penalty: 4863.904785
	Iteration 61Q: 3 clusters Score -2496723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2496740.250000 Penalty: 4863.904785
	Iteration 62Q: 3 clusters Score -2496740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2496760.000000 Penalty: 4863.904785
	Iteration 63Q: 3 clusters Score -2496760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2496763.500000 Penalty: 4863.904785
	Iteration 64Q: 3 clusters Score -2496764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2496777.500000 Penalty: 4863.904785
	Iteration 65Q: 3 clusters Score -2496778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2496782.500000 Penalty: 4863.904785
	Iteration 66Q: 3 clusters Score -2496782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2496790.250000 Penalty: 4863.904785
	Iteration 67Q: 3 clusters Score -2496790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2496797.750000 Penalty: 4863.904785
	Iteration 68Q: 3 clusters Score -2496798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2496804.750000 Penalty: 4863.904785
	Iteration 69Q: 3 clusters Score -2496805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2496805.750000 Penalty: 4863.904785
	Iteration 70Q: 3 clusters Score -2496806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2496814.500000 Penalty: 4863.904785
	Iteration 71Q: 3 clusters Score -2496814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2496822.500000 Penalty: 4863.904785
	Iteration 72Q: 3 clusters Score -2496822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2496820.750000 Penalty: 4863.904785
	Iteration 73Q: 3 clusters Score -2496821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2496826.500000 Penalty: 4863.904785
	Iteration 74Q: 3 clusters Score -2496826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2496821.250000 Penalty: 4863.904785
	Iteration 75Q: 3 clusters Score -2496821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2496819.500000 Penalty: 4863.904785
	Iteration 76Q: 3 clusters Score -2496820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2496825.250000 Penalty: 4863.904785
	Iteration 77Q: 3 clusters Score -2496825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2496830.500000 Penalty: 4863.904785
	Iteration 78Q: 3 clusters Score -2496830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2496842.750000 Penalty: 4863.904785
	Iteration 79Q: 3 clusters Score -2496843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2496847.750000 Penalty: 4863.904785
	Iteration 80F: 3 clusters Score -2496848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2496848.500000 Penalty: 4863.904785
	Iteration 81Q: 3 clusters Score -2496848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2496854.500000 Penalty: 4863.904785
	Iteration 82Q: 3 clusters Score -2496854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2496856.250000 Penalty: 4863.904785
	Iteration 83Q: 3 clusters Score -2496856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2496859.250000 Penalty: 4863.904785
	Iteration 84Q: 3 clusters Score -2496859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2496862.750000 Penalty: 4863.904785
	Iteration 85Q: 3 clusters Score -2496863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2496868.250000 Penalty: 4863.904785
	Iteration 86Q: 3 clusters Score -2496868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2496873.750000 Penalty: 4863.904785
	Iteration 87Q: 3 clusters Score -2496874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2496872.750000 Penalty: 4863.904785
	Iteration 88Q: 3 clusters Score -2496873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2496885.000000 Penalty: 4863.904785
	Iteration 89Q: 3 clusters Score -2496885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2496886.250000 Penalty: 4863.904785
	Iteration 90Q: 3 clusters Score -2496886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2496893.500000 Penalty: 4863.904785
	Iteration 91Q: 3 clusters Score -2496894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2496897.750000 Penalty: 4863.904785
	Iteration 92Q: 3 clusters Score -2496898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2496902.000000 Penalty: 4863.904785
	Iteration 93Q: 3 clusters Score -2496902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2496911.500000 Penalty: 4863.904785
	Iteration 94Q: 3 clusters Score -2496912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2496918.000000 Penalty: 4863.904785
	Iteration 95Q: 3 clusters Score -2496918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2496926.250000 Penalty: 4863.904785
	Iteration 96Q: 3 clusters Score -2496926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2496931.000000 Penalty: 4863.904785
	Iteration 97Q: 3 clusters Score -2496931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2496929.250000 Penalty: 4863.904785
	Iteration 98Q: 3 clusters Score -2496929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2496933.500000 Penalty: 4863.904785
	Iteration 99Q: 3 clusters Score -2496934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2496941.250000 Penalty: 4863.904785
	Iteration 100F: 3 clusters Score -2496941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2496943.000000 Penalty: 4863.904785
	Iteration 101Q: 3 clusters Score -2496943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2496949.000000 Penalty: 4863.904785
	Iteration 102Q: 3 clusters Score -2496949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2496958.250000 Penalty: 4863.904785
	Iteration 103Q: 3 clusters Score -2496958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2496958.500000 Penalty: 4863.904785
	Iteration 104Q: 3 clusters Score -2496958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2496960.750000 Penalty: 4863.904785
	Iteration 105Q: 3 clusters Score -2496961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2496958.500000 Penalty: 4863.904785
	Iteration 106Q: 3 clusters Score -2496958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2496962.750000 Penalty: 4863.904785
	Iteration 107Q: 3 clusters Score -2496963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2496962.000000 Penalty: 4863.904785
	Iteration 108Q: 3 clusters Score -2496962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2496960.250000 Penalty: 4863.904785
	Iteration 109Q: 3 clusters Score -2496960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2496963.500000 Penalty: 4863.904785
	Iteration 110Q: 3 clusters Score -2496964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2496967.250000 Penalty: 4863.904785
	Iteration 111Q: 3 clusters Score -2496967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2496964.750000 Penalty: 4863.904785
	Iteration 112Q: 3 clusters Score -2496965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2496969.250000 Penalty: 4863.904785
	Iteration 113Q: 3 clusters Score -2496969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2496965.500000 Penalty: 4863.904785
	Iteration 114Q: 3 clusters Score -2496966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2496971.750000 Penalty: 4863.904785
	Iteration 115Q: 3 clusters Score -2496972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2496971.750000 Penalty: 4863.904785
	Iteration 116Q: 3 clusters Score -2496972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2496973.000000 Penalty: 4863.904785
	Iteration 117Q: 3 clusters Score -2496973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2496979.000000 Penalty: 4863.904785
	Iteration 118Q: 3 clusters Score -2496979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2496985.250000 Penalty: 4863.904785
	Iteration 119Q: 3 clusters Score -2496985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2496991.500000 Penalty: 4863.904785
	Iteration 120F: 3 clusters Score -2496992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2496993.250000 Penalty: 4863.904785
	Iteration 121Q: 3 clusters Score -2496993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2497000.250000 Penalty: 4863.904785
	Iteration 122Q: 3 clusters Score -2497000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2497002.000000 Penalty: 4863.904785
	Iteration 123Q: 3 clusters Score -2497002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2497009.750000 Penalty: 4863.904785
	Iteration 124Q: 3 clusters Score -2497010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2497016.000000 Penalty: 4863.904785
	Iteration 125Q: 3 clusters Score -2497016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2497019.250000 Penalty: 4863.904785
	Iteration 126Q: 3 clusters Score -2497019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2497030.000000 Penalty: 4863.904785
	Iteration 127Q: 3 clusters Score -2497030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2497037.750000 Penalty: 4863.904785
	Iteration 128Q: 3 clusters Score -2497038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2497045.750000 Penalty: 4863.904785
	Iteration 129Q: 3 clusters Score -2497046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2497050.000000 Penalty: 4863.904785
	Iteration 130Q: 3 clusters Score -2497050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2497053.750000 Penalty: 4863.904785
	Iteration 131Q: 3 clusters Score -2497054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2497052.750000 Penalty: 4863.904785
	Iteration 132Q: 3 clusters Score -2497053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2497055.000000 Penalty: 4863.904785
	Iteration 133Q: 3 clusters Score -2497055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2497052.500000 Penalty: 4863.904785
	Iteration 134Q: 3 clusters Score -2497052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2497052.000000 Penalty: 4863.904785
	Iteration 135Q: 3 clusters Score -2497052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2497052.500000 Penalty: 4863.904785
	Iteration 136Q: 3 clusters Score -2497052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2497052.500000 Penalty: 4863.904785
	Iteration 137F: 3 clusters Score -2497052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Entering Unmasked Estep 
Score: -9655950.000000 Penalty: 2770.561035
	Iteration 0F: 2 clusters Score -9655950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -9608291.000000 Penalty: 5541.122070
	Iteration 0F: 3 clusters Score -9608291 nChanged 33192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -9627091.000000 Penalty: 5541.122070
	Iteration 1F: 3 clusters Score -9627091 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -9627811.000000 Penalty: 5541.122070
	Iteration 2Q: 3 clusters Score -9627811 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -9628696.000000 Penalty: 5541.122070
	Iteration 3Q: 3 clusters Score -9628696 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -9629933.000000 Penalty: 5541.122070
	Iteration 4Q: 3 clusters Score -9629933 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -9631826.000000 Penalty: 5541.122070
	Iteration 5F: 3 clusters Score -9631826 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -9634964.000000 Penalty: 5541.122070
	Iteration 6F: 3 clusters Score -9634964 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -9639151.000000 Penalty: 5541.122070
	Iteration 7F: 3 clusters Score -9639151 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -9643841.000000 Penalty: 5541.122070
	Iteration 8F: 3 clusters Score -9643841 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -9647824.000000 Penalty: 5541.122070
	Iteration 9F: 3 clusters Score -9647824 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -9650504.000000 Penalty: 5541.122070
	Iteration 10Q: 3 clusters Score -9650504 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -9652038.000000 Penalty: 5541.122070
	Iteration 11Q: 3 clusters Score -9652038 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9652945.000000 Penalty: 5541.122070
	Iteration 12Q: 3 clusters Score -9652945 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9653452.000000 Penalty: 5541.122070
	Iteration 13Q: 3 clusters Score -9653452 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9653771.000000 Penalty: 5541.122070
	Iteration 14Q: 3 clusters Score -9653771 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9653970.000000 Penalty: 5541.122070
	Iteration 15Q: 3 clusters Score -9653970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9654040.000000 Penalty: 5541.122070
	Iteration 16Q: 3 clusters Score -9654040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9654118.000000 Penalty: 5541.122070
	Iteration 17Q: 3 clusters Score -9654118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9654161.000000 Penalty: 5541.122070
	Iteration 18Q: 3 clusters Score -9654161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9654188.000000 Penalty: 5541.122070
	Iteration 19Q: 3 clusters Score -9654188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9654197.000000 Penalty: 5541.122070
	Iteration 20F: 3 clusters Score -9654197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9654219.000000 Penalty: 5541.122070
	Iteration 21Q: 3 clusters Score -9654219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9654209.000000 Penalty: 5541.122070
	Iteration 22Q: 3 clusters Score -9654209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9654213.000000 Penalty: 5541.122070
	Iteration 23Q: 3 clusters Score -9654213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9654210.000000 Penalty: 5541.122070
	Iteration 24Q: 3 clusters Score -9654210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9654221.000000 Penalty: 5541.122070
	Iteration 25Q: 3 clusters Score -9654221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9654231.000000 Penalty: 5541.122070
	Iteration 26Q: 3 clusters Score -9654231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9654232.000000 Penalty: 5541.122070
	Iteration 27Q: 3 clusters Score -9654232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9654227.000000 Penalty: 5541.122070
	Iteration 28Q: 3 clusters Score -9654227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9654225.000000 Penalty: 5541.122070
	Iteration 29Q: 3 clusters Score -9654225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9654225.000000 Penalty: 5541.122070
	Iteration 30F: 3 clusters Score -9654225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -541477.187500 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -541477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -537519.312500 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -537519.3 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -538546.500000 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -538546.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -538922.562500 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -538922.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -539251.000000 Penalty: 4123.914062
	Iteration 3F: 3 clusters Score -539251 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -539541.687500 Penalty: 4123.914062
	Iteration 4F: 3 clusters Score -539541.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -539863.937500 Penalty: 4123.914062
	Iteration 5F: 3 clusters Score -539863.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -540235.187500 Penalty: 4123.914062
	Iteration 6F: 3 clusters Score -540235.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -540725.562500 Penalty: 4123.914062
	Iteration 7F: 3 clusters Score -540725.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -541419.187500 Penalty: 4123.914062
	Iteration 8F: 3 clusters Score -541419.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -542251.937500 Penalty: 4123.914062
	Iteration 9F: 3 clusters Score -542251.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -542543.000000 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -542543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -542639.687500 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -542639.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -542679.750000 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -542679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -542705.250000 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -542705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -542724.500000 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -542724.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -542737.125000 Penalty: 4123.914062
	Iteration 15Q: 3 clusters Score -542737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -542749.562500 Penalty: 4123.914062
	Iteration 16Q: 3 clusters Score -542749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -542753.625000 Penalty: 4123.914062
	Iteration 17Q: 3 clusters Score -542753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -542758.250000 Penalty: 4123.914062
	Iteration 18Q: 3 clusters Score -542758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -542760.875000 Penalty: 4123.914062
	Iteration 19Q: 3 clusters Score -542760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -542760.875000 Penalty: 4123.914062
	Iteration 20F: 3 clusters Score -542760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24017 members 
Mstep: Class 3 contains 83687 members 
Mstep: Class 4 contains 76525 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 71084 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 60074 members 
Mstep: Class 10 contains 165946 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 164210 members 
Mstep: Class 16 contains 21867 members 
Mstep: Class 17 contains 184527 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 23892 members 
Entering Unmasked Estep 
Score: -126380312.000000 Penalty: 64890.031250
Splitting cluster 8 changes total score from -126370736.000000 to -126380312.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (60074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Entering Unmasked Estep 
Score: -8224608.500000 Penalty: 2728.826416
	Iteration 0F: 2 clusters Score -8224608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -8184417.500000 Penalty: 5457.652832
	Iteration 0F: 3 clusters Score -8184418 nChanged 27679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -8199860.000000 Penalty: 5457.652832
	Iteration 1F: 3 clusters Score -8199860 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -8200479.000000 Penalty: 5457.652832
	Iteration 2Q: 3 clusters Score -8200479 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -8201078.500000 Penalty: 5457.652832
	Iteration 3Q: 3 clusters Score -8201078 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -8201656.500000 Penalty: 5457.652832
	Iteration 4Q: 3 clusters Score -8201656 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -8202449.000000 Penalty: 5457.652832
	Iteration 5Q: 3 clusters Score -8202449 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -8203399.500000 Penalty: 5457.652832
	Iteration 6Q: 3 clusters Score -8203400 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -8204513.500000 Penalty: 5457.652832
	Iteration 7Q: 3 clusters Score -8204514 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -8205880.000000 Penalty: 5457.652832
	Iteration 8Q: 3 clusters Score -8205880 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -8207833.500000 Penalty: 5457.652832
	Iteration 9F: 3 clusters Score -8207834 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -8210213.500000 Penalty: 5457.652832
	Iteration 10F: 3 clusters Score -8210214 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8212656.000000 Penalty: 5457.652832
	Iteration 11F: 3 clusters Score -8212656 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -8214507.500000 Penalty: 5457.652832
	Iteration 12F: 3 clusters Score -8214508 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -8215513.000000 Penalty: 5457.652832
	Iteration 13Q: 3 clusters Score -8215513 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -8216064.000000 Penalty: 5457.652832
	Iteration 14Q: 3 clusters Score -8216064 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -8216443.000000 Penalty: 5457.652832
	Iteration 15Q: 3 clusters Score -8216443 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8216759.000000 Penalty: 5457.652832
	Iteration 16Q: 3 clusters Score -8216759 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8217070.000000 Penalty: 5457.652832
	Iteration 17Q: 3 clusters Score -8217070 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8217417.500000 Penalty: 5457.652832
	Iteration 18Q: 3 clusters Score -8217418 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8217768.000000 Penalty: 5457.652832
	Iteration 19Q: 3 clusters Score -8217768 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -8218071.500000 Penalty: 5457.652832
	Iteration 20F: 3 clusters Score -8218072 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8218373.500000 Penalty: 5457.652832
	Iteration 21Q: 3 clusters Score -8218374 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -8218646.000000 Penalty: 5457.652832
	Iteration 22Q: 3 clusters Score -8218646 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -8218900.000000 Penalty: 5457.652832
	Iteration 23Q: 3 clusters Score -8218900 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -8219119.000000 Penalty: 5457.652832
	Iteration 24Q: 3 clusters Score -8219119 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -8219309.500000 Penalty: 5457.652832
	Iteration 25Q: 3 clusters Score -8219310 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -8219486.500000 Penalty: 5457.652832
	Iteration 26Q: 3 clusters Score -8219486 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -8219660.500000 Penalty: 5457.652832
	Iteration 27Q: 3 clusters Score -8219660 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -8219816.500000 Penalty: 5457.652832
	Iteration 28Q: 3 clusters Score -8219816 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -8219988.000000 Penalty: 5457.652832
	Iteration 29Q: 3 clusters Score -8219988 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -8220105.000000 Penalty: 5457.652832
	Iteration 30Q: 3 clusters Score -8220105 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -8220236.500000 Penalty: 5457.652832
	Iteration 31Q: 3 clusters Score -8220236 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -8220311.000000 Penalty: 5457.652832
	Iteration 32Q: 3 clusters Score -8220311 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -8220427.000000 Penalty: 5457.652832
	Iteration 33Q: 3 clusters Score -8220427 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -8220541.500000 Penalty: 5457.652832
	Iteration 34Q: 3 clusters Score -8220542 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -8220665.500000 Penalty: 5457.652832
	Iteration 35Q: 3 clusters Score -8220666 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -8220750.500000 Penalty: 5457.652832
	Iteration 36Q: 3 clusters Score -8220750 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -8220851.000000 Penalty: 5457.652832
	Iteration 37Q: 3 clusters Score -8220851 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -8220942.500000 Penalty: 5457.652832
	Iteration 38Q: 3 clusters Score -8220942 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -8221017.500000 Penalty: 5457.652832
	Iteration 39Q: 3 clusters Score -8221018 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -8221111.500000 Penalty: 5457.652832
	Iteration 40F: 3 clusters Score -8221112 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -8221202.500000 Penalty: 5457.652832
	Iteration 41Q: 3 clusters Score -8221202 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -8221274.500000 Penalty: 5457.652832
	Iteration 42Q: 3 clusters Score -8221274 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -8221353.000000 Penalty: 5457.652832
	Iteration 43Q: 3 clusters Score -8221353 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -8221449.500000 Penalty: 5457.652832
	Iteration 44Q: 3 clusters Score -8221450 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -8221516.500000 Penalty: 5457.652832
	Iteration 45Q: 3 clusters Score -8221516 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -8221584.000000 Penalty: 5457.652832
	Iteration 46Q: 3 clusters Score -8221584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -8221640.000000 Penalty: 5457.652832
	Iteration 47Q: 3 clusters Score -8221640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -8221664.000000 Penalty: 5457.652832
	Iteration 48Q: 3 clusters Score -8221664 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -8221695.500000 Penalty: 5457.652832
	Iteration 49Q: 3 clusters Score -8221696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -8221738.000000 Penalty: 5457.652832
	Iteration 50Q: 3 clusters Score -8221738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -8221776.500000 Penalty: 5457.652832
	Iteration 51Q: 3 clusters Score -8221776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -8221797.000000 Penalty: 5457.652832
	Iteration 52Q: 3 clusters Score -8221797 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -8221826.000000 Penalty: 5457.652832
	Iteration 53Q: 3 clusters Score -8221826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -8221864.500000 Penalty: 5457.652832
	Iteration 54Q: 3 clusters Score -8221864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -8221893.000000 Penalty: 5457.652832
	Iteration 55Q: 3 clusters Score -8221893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -8221915.000000 Penalty: 5457.652832
	Iteration 56Q: 3 clusters Score -8221915 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -8221947.500000 Penalty: 5457.652832
	Iteration 57Q: 3 clusters Score -8221948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -8221967.500000 Penalty: 5457.652832
	Iteration 58Q: 3 clusters Score -8221968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -8221963.500000 Penalty: 5457.652832
	Iteration 59Q: 3 clusters Score -8221964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -8222000.000000 Penalty: 5457.652832
	Iteration 60F: 3 clusters Score -8222000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -8222018.000000 Penalty: 5457.652832
	Iteration 61Q: 3 clusters Score -8222018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -8222018.000000 Penalty: 5457.652832
	Iteration 62Q: 3 clusters Score -8222018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -8222039.000000 Penalty: 5457.652832
	Iteration 63Q: 3 clusters Score -8222039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -8222045.000000 Penalty: 5457.652832
	Iteration 64Q: 3 clusters Score -8222045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -8222060.500000 Penalty: 5457.652832
	Iteration 65Q: 3 clusters Score -8222060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -8222075.500000 Penalty: 5457.652832
	Iteration 66Q: 3 clusters Score -8222076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -8222100.000000 Penalty: 5457.652832
	Iteration 67Q: 3 clusters Score -8222100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -8222110.000000 Penalty: 5457.652832
	Iteration 68Q: 3 clusters Score -8222110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -8222147.000000 Penalty: 5457.652832
	Iteration 69Q: 3 clusters Score -8222147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -8222155.500000 Penalty: 5457.652832
	Iteration 70Q: 3 clusters Score -8222156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -8222171.000000 Penalty: 5457.652832
	Iteration 71Q: 3 clusters Score -8222171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -8222182.500000 Penalty: 5457.652832
	Iteration 72Q: 3 clusters Score -8222182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -8222199.000000 Penalty: 5457.652832
	Iteration 73Q: 3 clusters Score -8222199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -8222213.000000 Penalty: 5457.652832
	Iteration 74Q: 3 clusters Score -8222213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -8222214.000000 Penalty: 5457.652832
	Iteration 75Q: 3 clusters Score -8222214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -8222214.500000 Penalty: 5457.652832
	Iteration 76Q: 3 clusters Score -8222214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -8222229.500000 Penalty: 5457.652832
	Iteration 77Q: 3 clusters Score -8222230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -8222230.500000 Penalty: 5457.652832
	Iteration 78Q: 3 clusters Score -8222230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -8222245.500000 Penalty: 5457.652832
	Iteration 79Q: 3 clusters Score -8222246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -8222238.500000 Penalty: 5457.652832
	Iteration 80F: 3 clusters Score -8222238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -8222248.500000 Penalty: 5457.652832
	Iteration 81Q: 3 clusters Score -8222248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -8222256.000000 Penalty: 5457.652832
	Iteration 82Q: 3 clusters Score -8222256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -8222258.500000 Penalty: 5457.652832
	Iteration 83Q: 3 clusters Score -8222258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -8222260.500000 Penalty: 5457.652832
	Iteration 84Q: 3 clusters Score -8222260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -8222263.500000 Penalty: 5457.652832
	Iteration 85Q: 3 clusters Score -8222264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -8222273.000000 Penalty: 5457.652832
	Iteration 86Q: 3 clusters Score -8222273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8222267.500000 Penalty: 5457.652832
	Iteration 87Q: 3 clusters Score -8222268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -8222271.500000 Penalty: 5457.652832
	Iteration 88Q: 3 clusters Score -8222272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -8222271.500000 Penalty: 5457.652832
	Iteration 89Q: 3 clusters Score -8222272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -8222268.500000 Penalty: 5457.652832
	Iteration 90Q: 3 clusters Score -8222268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -8222261.000000 Penalty: 5457.652832
	Iteration 91Q: 3 clusters Score -8222261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -8222269.000000 Penalty: 5457.652832
	Iteration 92Q: 3 clusters Score -8222269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -8222278.000000 Penalty: 5457.652832
	Iteration 93Q: 3 clusters Score -8222278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -8222275.000000 Penalty: 5457.652832
	Iteration 94Q: 3 clusters Score -8222275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -8222274.500000 Penalty: 5457.652832
	Iteration 95Q: 3 clusters Score -8222274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -8222274.500000 Penalty: 5457.652832
	Iteration 96F: 3 clusters Score -8222274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Entering Unmasked Estep 
Score: -22481040.000000 Penalty: 2980.815674
	Iteration 0F: 2 clusters Score -2.248104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -22372258.000000 Penalty: 5961.631348
	Iteration 0F: 3 clusters Score -2.237226e+07 nChanged 79465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -22419272.000000 Penalty: 5961.631348
	Iteration 1F: 3 clusters Score -2.241927e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -22421076.000000 Penalty: 5961.631348
	Iteration 2Q: 3 clusters Score -2.242108e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -22423820.000000 Penalty: 5961.631348
	Iteration 3Q: 3 clusters Score -2.242382e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -22428648.000000 Penalty: 5961.631348
	Iteration 4F: 3 clusters Score -2.242865e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -22435976.000000 Penalty: 5961.631348
	Iteration 5F: 3 clusters Score -2.243598e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -22446194.000000 Penalty: 5961.631348
	Iteration 6F: 3 clusters Score -2.244619e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 133129 members 
Entering Unmasked Estep 
Score: -22457742.000000 Penalty: 5961.631348
	Iteration 7F: 3 clusters Score -2.245774e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 141962 members 
Entering Unmasked Estep 
Score: -22467018.000000 Penalty: 5961.631348
	Iteration 8F: 3 clusters Score -2.246702e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 146940 members 
Entering Unmasked Estep 
Score: -22472086.000000 Penalty: 5961.631348
	Iteration 9Q: 3 clusters Score -2.247209e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 149788 members 
Entering Unmasked Estep 
Score: -22474438.000000 Penalty: 5961.631348
	Iteration 10Q: 3 clusters Score -2.247444e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -22475708.000000 Penalty: 5961.631348
	Iteration 11Q: 3 clusters Score -2.247571e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -22476446.000000 Penalty: 5961.631348
	Iteration 12Q: 3 clusters Score -2.247645e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 155002 members 
Entering Unmasked Estep 
Score: -22477004.000000 Penalty: 5961.631348
	Iteration 13Q: 3 clusters Score -2.2477e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -22477542.000000 Penalty: 5961.631348
	Iteration 14Q: 3 clusters Score -2.247754e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -22477796.000000 Penalty: 5961.631348
	Iteration 15Q: 3 clusters Score -2.24778e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 158420 members 
Entering Unmasked Estep 
Score: -22478080.000000 Penalty: 5961.631348
	Iteration 16Q: 3 clusters Score -2.247808e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -22478218.000000 Penalty: 5961.631348
	Iteration 17Q: 3 clusters Score -2.247822e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -22478452.000000 Penalty: 5961.631348
	Iteration 18Q: 3 clusters Score -2.247845e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -22478688.000000 Penalty: 5961.631348
	Iteration 19Q: 3 clusters Score -2.247869e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -22478780.000000 Penalty: 5961.631348
	Iteration 20F: 3 clusters Score -2.247878e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -22478844.000000 Penalty: 5961.631348
	Iteration 21Q: 3 clusters Score -2.247884e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -22478974.000000 Penalty: 5961.631348
	Iteration 22Q: 3 clusters Score -2.247897e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 162342 members 
Entering Unmasked Estep 
Score: -22478976.000000 Penalty: 5961.631348
	Iteration 23Q: 3 clusters Score -2.247898e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -22479024.000000 Penalty: 5961.631348
	Iteration 24Q: 3 clusters Score -2.247902e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -22479126.000000 Penalty: 5961.631348
	Iteration 25Q: 3 clusters Score -2.247913e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -22479148.000000 Penalty: 5961.631348
	Iteration 26Q: 3 clusters Score -2.247915e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -22479202.000000 Penalty: 5961.631348
	Iteration 27Q: 3 clusters Score -2.24792e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -22479204.000000 Penalty: 5961.631348
	Iteration 28Q: 3 clusters Score -2.24792e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -22479224.000000 Penalty: 5961.631348
	Iteration 29Q: 3 clusters Score -2.247922e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -22479220.000000 Penalty: 5961.631348
	Iteration 30Q: 3 clusters Score -2.247922e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -22479200.000000 Penalty: 5961.631348
	Iteration 31Q: 3 clusters Score -2.24792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -22479164.000000 Penalty: 5961.631348
	Iteration 32Q: 3 clusters Score -2.247916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -22479172.000000 Penalty: 5961.631348
	Iteration 33Q: 3 clusters Score -2.247917e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -22479192.000000 Penalty: 5961.631348
	Iteration 34Q: 3 clusters Score -2.247919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 163971 members 
Entering Unmasked Estep 
Score: -22479166.000000 Penalty: 5961.631348
	Iteration 35Q: 3 clusters Score -2.247917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -22479212.000000 Penalty: 5961.631348
	Iteration 36Q: 3 clusters Score -2.247921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -22479186.000000 Penalty: 5961.631348
	Iteration 37Q: 3 clusters Score -2.247919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -22479206.000000 Penalty: 5961.631348
	Iteration 38Q: 3 clusters Score -2.247921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 164112 members 
Entering Unmasked Estep 
Score: -22479208.000000 Penalty: 5961.631348
	Iteration 39Q: 3 clusters Score -2.247921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -22479218.000000 Penalty: 5961.631348
	Iteration 40F: 3 clusters Score -2.247922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 164160 members 
Entering Unmasked Estep 
Score: -22479220.000000 Penalty: 5961.631348
	Iteration 41Q: 3 clusters Score -2.247922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -22479202.000000 Penalty: 5961.631348
	Iteration 42Q: 3 clusters Score -2.24792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -22479216.000000 Penalty: 5961.631348
	Iteration 43Q: 3 clusters Score -2.247922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 164224 members 
Entering Unmasked Estep 
Score: -22479226.000000 Penalty: 5961.631348
	Iteration 44Q: 3 clusters Score -2.247923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 164237 members 
Entering Unmasked Estep 
Score: -22479226.000000 Penalty: 5961.631348
	Iteration 45Q: 3 clusters Score -2.247923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 164246 members 
Entering Unmasked Estep 
Score: -22479216.000000 Penalty: 5961.631348
	Iteration 46Q: 3 clusters Score -2.247922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 164254 members 
Entering Unmasked Estep 
Score: -22479232.000000 Penalty: 5961.631348
	Iteration 47Q: 3 clusters Score -2.247923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -22479224.000000 Penalty: 5961.631348
	Iteration 48Q: 3 clusters Score -2.247922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 164267 members 
Entering Unmasked Estep 
Score: -22479236.000000 Penalty: 5961.631348
	Iteration 49Q: 3 clusters Score -2.247924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -22479218.000000 Penalty: 5961.631348
	Iteration 50Q: 3 clusters Score -2.247922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 164272 members 
Entering Unmasked Estep 
Score: -22479220.000000 Penalty: 5961.631348
	Iteration 51Q: 3 clusters Score -2.247922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 164275 members 
Entering Unmasked Estep 
Score: -22479212.000000 Penalty: 5961.631348
	Iteration 52Q: 3 clusters Score -2.247921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -22479224.000000 Penalty: 5961.631348
	Iteration 53Q: 3 clusters Score -2.247922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -22479240.000000 Penalty: 5961.631348
	Iteration 54Q: 3 clusters Score -2.247924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -22479236.000000 Penalty: 5961.631348
	Iteration 55Q: 3 clusters Score -2.247924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -22479244.000000 Penalty: 5961.631348
	Iteration 56Q: 3 clusters Score -2.247924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -22479246.000000 Penalty: 5961.631348
	Iteration 57Q: 3 clusters Score -2.247925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -22479246.000000 Penalty: 5961.631348
	Iteration 58Q: 3 clusters Score -2.247925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22479244.000000 Penalty: 5961.631348
	Iteration 59Q: 3 clusters Score -2.247924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22479244.000000 Penalty: 5961.631348
	Iteration 60F: 3 clusters Score -2.247924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Entering Unmasked Estep 
Score: -2546470.000000 Penalty: 2454.871582
	Iteration 0F: 2 clusters Score -2546470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2532402.500000 Penalty: 4909.743164
	Iteration 0F: 3 clusters Score -2532402 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2537314.500000 Penalty: 4909.743164
	Iteration 1F: 3 clusters Score -2537314 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2537965.750000 Penalty: 4909.743164
	Iteration 2F: 3 clusters Score -2537966 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2538663.000000 Penalty: 4909.743164
	Iteration 3F: 3 clusters Score -2538663 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2539477.000000 Penalty: 4909.743164
	Iteration 4F: 3 clusters Score -2539477 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2540439.250000 Penalty: 4909.743164
	Iteration 5F: 3 clusters Score -2540439 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2541537.000000 Penalty: 4909.743164
	Iteration 6F: 3 clusters Score -2541537 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2542517.250000 Penalty: 4909.743164
	Iteration 7F: 3 clusters Score -2542517 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2543284.500000 Penalty: 4909.743164
	Iteration 8Q: 3 clusters Score -2543284 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2543910.750000 Penalty: 4909.743164
	Iteration 9Q: 3 clusters Score -2543911 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2544407.500000 Penalty: 4909.743164
	Iteration 10Q: 3 clusters Score -2544408 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2544719.000000 Penalty: 4909.743164
	Iteration 11Q: 3 clusters Score -2544719 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2544889.000000 Penalty: 4909.743164
	Iteration 12Q: 3 clusters Score -2544889 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2544992.000000 Penalty: 4909.743164
	Iteration 13Q: 3 clusters Score -2544992 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2545053.750000 Penalty: 4909.743164
	Iteration 14Q: 3 clusters Score -2545054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2545080.250000 Penalty: 4909.743164
	Iteration 15Q: 3 clusters Score -2545080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2545093.000000 Penalty: 4909.743164
	Iteration 16Q: 3 clusters Score -2545093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2545106.750000 Penalty: 4909.743164
	Iteration 17Q: 3 clusters Score -2545107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2545111.750000 Penalty: 4909.743164
	Iteration 18Q: 3 clusters Score -2545112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2545126.500000 Penalty: 4909.743164
	Iteration 19Q: 3 clusters Score -2545126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2545129.000000 Penalty: 4909.743164
	Iteration 20F: 3 clusters Score -2545129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2545136.750000 Penalty: 4909.743164
	Iteration 21Q: 3 clusters Score -2545137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2545143.000000 Penalty: 4909.743164
	Iteration 22Q: 3 clusters Score -2545143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2545147.500000 Penalty: 4909.743164
	Iteration 23Q: 3 clusters Score -2545148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2545138.500000 Penalty: 4909.743164
	Iteration 24Q: 3 clusters Score -2545138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2545139.750000 Penalty: 4909.743164
	Iteration 25Q: 3 clusters Score -2545140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2545149.000000 Penalty: 4909.743164
	Iteration 26Q: 3 clusters Score -2545149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2545143.250000 Penalty: 4909.743164
	Iteration 27Q: 3 clusters Score -2545143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2545145.250000 Penalty: 4909.743164
	Iteration 28Q: 3 clusters Score -2545145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2545144.000000 Penalty: 4909.743164
	Iteration 29Q: 3 clusters Score -2545144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2545144.250000 Penalty: 4909.743164
	Iteration 30Q: 3 clusters Score -2545144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2545143.750000 Penalty: 4909.743164
	Iteration 31Q: 3 clusters Score -2545144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2545142.750000 Penalty: 4909.743164
	Iteration 32Q: 3 clusters Score -2545143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2545145.000000 Penalty: 4909.743164
	Iteration 33Q: 3 clusters Score -2545145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2545145.000000 Penalty: 4909.743164
	Iteration 34F: 3 clusters Score -2545145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -231751.234375 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -231751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -229245.531250 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -229245.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -229640.953125 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -229641 nChanged 134
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: -229773.234375 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -229773.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -229845.640625 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -229845.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -229905.468750 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -229905.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -229943.500000 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -229943.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229970.609375 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -229970.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -229989.390625 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -229989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -230001.984375 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -230002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -230011.828125 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -230011.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -230021.703125 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -230021.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -230035.406250 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -230035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -230048.890625 Penalty: 3728.150879
	Iteration 12Q: 3 clusters Score -230048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -230065.250000 Penalty: 3728.150879
	Iteration 13Q: 3 clusters Score -230065.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230089.421875 Penalty: 3728.150879
	Iteration 14Q: 3 clusters Score -230089.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230106.093750 Penalty: 3728.150879
	Iteration 15Q: 3 clusters Score -230106.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -230118.968750 Penalty: 3728.150879
	Iteration 16Q: 3 clusters Score -230119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -230132.296875 Penalty: 3728.150879
	Iteration 17Q: 3 clusters Score -230132.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -230146.125000 Penalty: 3728.150879
	Iteration 18Q: 3 clusters Score -230146.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230156.843750 Penalty: 3728.150879
	Iteration 19Q: 3 clusters Score -230156.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -230166.843750 Penalty: 3728.150879
	Iteration 20F: 3 clusters Score -230166.8 nChanged 15
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: -230174.984375 Penalty: 3728.150879
	Iteration 21Q: 3 clusters Score -230175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -230185.453125 Penalty: 3728.150879
	Iteration 22Q: 3 clusters Score -230185.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -230198.953125 Penalty: 3728.150879
	Iteration 23Q: 3 clusters Score -230199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -230211.734375 Penalty: 3728.150879
	Iteration 24Q: 3 clusters Score -230211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -230229.453125 Penalty: 3728.150879
	Iteration 25Q: 3 clusters Score -230229.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -230247.921875 Penalty: 3728.150879
	Iteration 26Q: 3 clusters Score -230247.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -230272.093750 Penalty: 3728.150879
	Iteration 27Q: 3 clusters Score -230272.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -230328.656250 Penalty: 3728.150879
	Iteration 28Q: 3 clusters Score -230328.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230371.296875 Penalty: 3728.150879
	Iteration 29Q: 3 clusters Score -230371.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -230409.500000 Penalty: 3728.150879
	Iteration 30Q: 3 clusters Score -230409.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -230454.875000 Penalty: 3728.150879
	Iteration 31Q: 3 clusters Score -230454.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -230508.015625 Penalty: 3728.150879
	Iteration 32Q: 3 clusters Score -230508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -230560.078125 Penalty: 3728.150879
	Iteration 33Q: 3 clusters Score -230560.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230606.781250 Penalty: 3728.150879
	Iteration 34Q: 3 clusters Score -230606.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -230634.953125 Penalty: 3728.150879
	Iteration 35Q: 3 clusters Score -230635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -230659.937500 Penalty: 3728.150879
	Iteration 36Q: 3 clusters Score -230659.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -230682.281250 Penalty: 3728.150879
	Iteration 37Q: 3 clusters Score -230682.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -230708.109375 Penalty: 3728.150879
	Iteration 38Q: 3 clusters Score -230708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -230716.968750 Penalty: 3728.150879
	Iteration 39Q: 3 clusters Score -230717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -230723.953125 Penalty: 3728.150879
	Iteration 40F: 3 clusters Score -230724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -230728.687500 Penalty: 3728.150879
	Iteration 41Q: 3 clusters Score -230728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -230730.843750 Penalty: 3728.150879
	Iteration 42Q: 3 clusters Score -230730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -230731.625000 Penalty: 3728.150879
	Iteration 43Q: 3 clusters Score -230731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -230732.156250 Penalty: 3728.150879
	Iteration 44Q: 3 clusters Score -230732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -230732.156250 Penalty: 3728.150879
	Iteration 45F: 3 clusters Score -230732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -260863.453125 Penalty: 1965.707886
	Iteration 0F: 2 clusters Score -260863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -259215.671875 Penalty: 3931.415771
	Iteration 0F: 3 clusters Score -259215.7 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -269634.468750 Penalty: 3931.415771
	Iteration 1F: 3 clusters Score -269634.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -276459.468750 Penalty: 3931.415771
	Iteration 2F: 3 clusters Score -276459.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -280312.218750 Penalty: 3931.415771
	Iteration 3F: 3 clusters Score -280312.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -283823.218750 Penalty: 3931.415771
	Iteration 4Q: 3 clusters Score -283823.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -284418.562500 Penalty: 3931.415771
	Iteration 5Q: 3 clusters Score -284418.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -285153.843750 Penalty: 3931.415771
	Iteration 6Q: 3 clusters Score -285153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -285324.281250 Penalty: 3931.415771
	Iteration 7Q: 3 clusters Score -285324.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -285367.187500 Penalty: 3931.415771
	Iteration 8Q: 3 clusters Score -285367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -285368.687500 Penalty: 3931.415771
	Iteration 9Q: 3 clusters Score -285368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -285368.687500 Penalty: 3931.415771
	Iteration 10F: 3 clusters Score -285368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24017 members 
Mstep: Class 3 contains 83687 members 
Mstep: Class 4 contains 76525 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 71084 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 60074 members 
Mstep: Class 10 contains 165946 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 164210 members 
Mstep: Class 16 contains 21867 members 
Mstep: Class 17 contains 184527 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 23892 members 
Mstep: Class 20 contains 782 members 
Entering Unmasked Estep 
Score: -126404256.000000 Penalty: 68305.296875
Splitting cluster 14 changes total score from -126370736.000000 to -126404256.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (164210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Entering Unmasked Estep 
Score: -22196762.000000 Penalty: 2978.207520
	Iteration 0F: 2 clusters Score -2.219676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -22088446.000000 Penalty: 5956.415039
	Iteration 0F: 3 clusters Score -2.208845e+07 nChanged 78908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -22135184.000000 Penalty: 5956.415039
	Iteration 1F: 3 clusters Score -2.213518e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -22137280.000000 Penalty: 5956.415039
	Iteration 2Q: 3 clusters Score -2.213728e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -22140808.000000 Penalty: 5956.415039
	Iteration 3Q: 3 clusters Score -2.214081e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -22146158.000000 Penalty: 5956.415039
	Iteration 4Q: 3 clusters Score -2.214616e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -22153594.000000 Penalty: 5956.415039
	Iteration 5F: 3 clusters Score -2.215359e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -22162366.000000 Penalty: 5956.415039
	Iteration 6F: 3 clusters Score -2.216237e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -22169578.000000 Penalty: 5956.415039
	Iteration 7F: 3 clusters Score -2.216958e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -22173752.000000 Penalty: 5956.415039
	Iteration 8F: 3 clusters Score -2.217375e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -22175440.000000 Penalty: 5956.415039
	Iteration 9Q: 3 clusters Score -2.217544e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -22176338.000000 Penalty: 5956.415039
	Iteration 10Q: 3 clusters Score -2.217634e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -22177202.000000 Penalty: 5956.415039
	Iteration 11Q: 3 clusters Score -2.21772e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -22178036.000000 Penalty: 5956.415039
	Iteration 12Q: 3 clusters Score -2.217804e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -22178786.000000 Penalty: 5956.415039
	Iteration 13Q: 3 clusters Score -2.217879e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129166 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -22179702.000000 Penalty: 5956.415039
	Iteration 14Q: 3 clusters Score -2.21797e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -22180736.000000 Penalty: 5956.415039
	Iteration 15Q: 3 clusters Score -2.218074e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -22181890.000000 Penalty: 5956.415039
	Iteration 16Q: 3 clusters Score -2.218189e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138610 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -22183156.000000 Penalty: 5956.415039
	Iteration 17Q: 3 clusters Score -2.218316e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -22184456.000000 Penalty: 5956.415039
	Iteration 18Q: 3 clusters Score -2.218446e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -22186038.000000 Penalty: 5956.415039
	Iteration 19Q: 3 clusters Score -2.218604e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -22187422.000000 Penalty: 5956.415039
	Iteration 20F: 3 clusters Score -2.218742e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150968 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -22188866.000000 Penalty: 5956.415039
	Iteration 21Q: 3 clusters Score -2.218887e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -22189948.000000 Penalty: 5956.415039
	Iteration 22Q: 3 clusters Score -2.218995e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -22190822.000000 Penalty: 5956.415039
	Iteration 23Q: 3 clusters Score -2.219082e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -22191514.000000 Penalty: 5956.415039
	Iteration 24Q: 3 clusters Score -2.219151e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -22192128.000000 Penalty: 5956.415039
	Iteration 25Q: 3 clusters Score -2.219213e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -22192606.000000 Penalty: 5956.415039
	Iteration 26Q: 3 clusters Score -2.219261e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159774 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -22192948.000000 Penalty: 5956.415039
	Iteration 27Q: 3 clusters Score -2.219295e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160408 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -22193190.000000 Penalty: 5956.415039
	Iteration 28Q: 3 clusters Score -2.219319e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -22193536.000000 Penalty: 5956.415039
	Iteration 29Q: 3 clusters Score -2.219354e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22193780.000000 Penalty: 5956.415039
	Iteration 30Q: 3 clusters Score -2.219378e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161667 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -22193884.000000 Penalty: 5956.415039
	Iteration 31Q: 3 clusters Score -2.219388e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161910 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -22194028.000000 Penalty: 5956.415039
	Iteration 32Q: 3 clusters Score -2.219403e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162099 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22194072.000000 Penalty: 5956.415039
	Iteration 33Q: 3 clusters Score -2.219407e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162234 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -22194104.000000 Penalty: 5956.415039
	Iteration 34Q: 3 clusters Score -2.21941e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162341 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22194184.000000 Penalty: 5956.415039
	Iteration 35Q: 3 clusters Score -2.219418e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162429 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -22194210.000000 Penalty: 5956.415039
	Iteration 36Q: 3 clusters Score -2.219421e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -22194270.000000 Penalty: 5956.415039
	Iteration 37Q: 3 clusters Score -2.219427e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162559 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22194288.000000 Penalty: 5956.415039
	Iteration 38Q: 3 clusters Score -2.219429e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162618 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -22194294.000000 Penalty: 5956.415039
	Iteration 39Q: 3 clusters Score -2.219429e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162661 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22194342.000000 Penalty: 5956.415039
	Iteration 40F: 3 clusters Score -2.219434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22194304.000000 Penalty: 5956.415039
	Iteration 41Q: 3 clusters Score -2.21943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162730 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22194338.000000 Penalty: 5956.415039
	Iteration 42Q: 3 clusters Score -2.219434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -22194368.000000 Penalty: 5956.415039
	Iteration 43Q: 3 clusters Score -2.219437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22194382.000000 Penalty: 5956.415039
	Iteration 44Q: 3 clusters Score -2.219438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22194388.000000 Penalty: 5956.415039
	Iteration 45Q: 3 clusters Score -2.219439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22194382.000000 Penalty: 5956.415039
	Iteration 46Q: 3 clusters Score -2.219438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162842 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22194382.000000 Penalty: 5956.415039
	Iteration 47Q: 3 clusters Score -2.219438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22194388.000000 Penalty: 5956.415039
	Iteration 48Q: 3 clusters Score -2.219439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162870 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -22194410.000000 Penalty: 5956.415039
	Iteration 49Q: 3 clusters Score -2.219441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162878 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22194404.000000 Penalty: 5956.415039
	Iteration 50Q: 3 clusters Score -2.21944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162882 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22194412.000000 Penalty: 5956.415039
	Iteration 51Q: 3 clusters Score -2.219441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162889 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -22194412.000000 Penalty: 5956.415039
	Iteration 52Q: 3 clusters Score -2.219441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22194422.000000 Penalty: 5956.415039
	Iteration 53Q: 3 clusters Score -2.219442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162904 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -22194422.000000 Penalty: 5956.415039
	Iteration 54Q: 3 clusters Score -2.219442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162907 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22194422.000000 Penalty: 5956.415039
	Iteration 55Q: 3 clusters Score -2.219442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22194438.000000 Penalty: 5956.415039
	Iteration 56Q: 3 clusters Score -2.219444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162917 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22194446.000000 Penalty: 5956.415039
	Iteration 57Q: 3 clusters Score -2.219445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22194452.000000 Penalty: 5956.415039
	Iteration 58Q: 3 clusters Score -2.219445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162918 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -22194438.000000 Penalty: 5956.415039
	Iteration 59Q: 3 clusters Score -2.219444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -22194442.000000 Penalty: 5956.415039
	Iteration 60F: 3 clusters Score -2.219444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22194454.000000 Penalty: 5956.415039
	Iteration 61Q: 3 clusters Score -2.219445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162934 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22194454.000000 Penalty: 5956.415039
	Iteration 62Q: 3 clusters Score -2.219445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -22194458.000000 Penalty: 5956.415039
	Iteration 63Q: 3 clusters Score -2.219446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 64Q: 3 clusters Score -2.219447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162942 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22194470.000000 Penalty: 5956.415039
	Iteration 65Q: 3 clusters Score -2.219447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -22194454.000000 Penalty: 5956.415039
	Iteration 66Q: 3 clusters Score -2.219445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22194452.000000 Penalty: 5956.415039
	Iteration 67Q: 3 clusters Score -2.219445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 68Q: 3 clusters Score -2.219447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162962 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -22194474.000000 Penalty: 5956.415039
	Iteration 69Q: 3 clusters Score -2.219447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22194476.000000 Penalty: 5956.415039
	Iteration 70Q: 3 clusters Score -2.219448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22194460.000000 Penalty: 5956.415039
	Iteration 71Q: 3 clusters Score -2.219446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22194472.000000 Penalty: 5956.415039
	Iteration 72Q: 3 clusters Score -2.219447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22194474.000000 Penalty: 5956.415039
	Iteration 73Q: 3 clusters Score -2.219447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162985 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22194476.000000 Penalty: 5956.415039
	Iteration 74Q: 3 clusters Score -2.219448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -22194478.000000 Penalty: 5956.415039
	Iteration 75Q: 3 clusters Score -2.219448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162990 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 76Q: 3 clusters Score -2.219447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22194472.000000 Penalty: 5956.415039
	Iteration 77Q: 3 clusters Score -2.219447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 78Q: 3 clusters Score -2.219447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 79Q: 3 clusters Score -2.219447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 80F: 3 clusters Score -2.219447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 81Q: 3 clusters Score -2.219447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22194472.000000 Penalty: 5956.415039
	Iteration 82Q: 3 clusters Score -2.219447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22194466.000000 Penalty: 5956.415039
	Iteration 83Q: 3 clusters Score -2.219447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22194476.000000 Penalty: 5956.415039
	Iteration 84Q: 3 clusters Score -2.219448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22194470.000000 Penalty: 5956.415039
	Iteration 85Q: 3 clusters Score -2.219447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22194476.000000 Penalty: 5956.415039
	Iteration 86Q: 3 clusters Score -2.219448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162997 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22194488.000000 Penalty: 5956.415039
	Iteration 87Q: 3 clusters Score -2.219449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -22194490.000000 Penalty: 5956.415039
	Iteration 88Q: 3 clusters Score -2.219449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22194490.000000 Penalty: 5956.415039
	Iteration 89Q: 3 clusters Score -2.219449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163004 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -22194486.000000 Penalty: 5956.415039
	Iteration 90Q: 3 clusters Score -2.219449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22194474.000000 Penalty: 5956.415039
	Iteration 91Q: 3 clusters Score -2.219447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -22194498.000000 Penalty: 5956.415039
	Iteration 92Q: 3 clusters Score -2.21945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22194484.000000 Penalty: 5956.415039
	Iteration 93Q: 3 clusters Score -2.219448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22194488.000000 Penalty: 5956.415039
	Iteration 94Q: 3 clusters Score -2.219449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22194496.000000 Penalty: 5956.415039
	Iteration 95Q: 3 clusters Score -2.21945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22194496.000000 Penalty: 5956.415039
	Iteration 96F: 3 clusters Score -2.21945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (184527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184527 members 
Entering Unmasked Estep 
Score: -24957472.000000 Penalty: 3007.136719
	Iteration 0F: 2 clusters Score -2.495747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -24838064.000000 Penalty: 6014.273438
	Iteration 0F: 3 clusters Score -2.483806e+07 nChanged 88785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -24891096.000000 Penalty: 6014.273438
	Iteration 1F: 3 clusters Score -2.48911e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -24893222.000000 Penalty: 6014.273438
	Iteration 2Q: 3 clusters Score -2.489322e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -24896314.000000 Penalty: 6014.273438
	Iteration 3Q: 3 clusters Score -2.489631e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 116022 members 
Entering Unmasked Estep 
Score: -24901598.000000 Penalty: 6014.273438
	Iteration 4Q: 3 clusters Score -2.49016e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -24909578.000000 Penalty: 6014.273438
	Iteration 5F: 3 clusters Score -2.490958e+07 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 137108 members 
Entering Unmasked Estep 
Score: -24919678.000000 Penalty: 6014.273438
	Iteration 6F: 3 clusters Score -2.491968e+07 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -24930082.000000 Penalty: 6014.273438
	Iteration 7F: 3 clusters Score -2.493008e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -24938964.000000 Penalty: 6014.273438
	Iteration 8F: 3 clusters Score -2.493896e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -24944888.000000 Penalty: 6014.273438
	Iteration 9Q: 3 clusters Score -2.494489e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 169482 members 
Entering Unmasked Estep 
Score: -24948246.000000 Penalty: 6014.273438
	Iteration 10Q: 3 clusters Score -2.494825e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -24950306.000000 Penalty: 6014.273438
	Iteration 11Q: 3 clusters Score -2.495031e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -24951720.000000 Penalty: 6014.273438
	Iteration 12Q: 3 clusters Score -2.495172e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 177424 members 
Entering Unmasked Estep 
Score: -24952762.000000 Penalty: 6014.273438
	Iteration 13Q: 3 clusters Score -2.495276e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -24953530.000000 Penalty: 6014.273438
	Iteration 14Q: 3 clusters Score -2.495353e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 180122 members 
Entering Unmasked Estep 
Score: -24953992.000000 Penalty: 6014.273438
	Iteration 15Q: 3 clusters Score -2.495399e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 180948 members 
Entering Unmasked Estep 
Score: -24954404.000000 Penalty: 6014.273438
	Iteration 16Q: 3 clusters Score -2.49544e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 181557 members 
Entering Unmasked Estep 
Score: -24954686.000000 Penalty: 6014.273438
	Iteration 17Q: 3 clusters Score -2.495469e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 181972 members 
Entering Unmasked Estep 
Score: -24954846.000000 Penalty: 6014.273438
	Iteration 18Q: 3 clusters Score -2.495485e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 182272 members 
Entering Unmasked Estep 
Score: -24954948.000000 Penalty: 6014.273438
	Iteration 19Q: 3 clusters Score -2.495495e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 182500 members 
Entering Unmasked Estep 
Score: -24955062.000000 Penalty: 6014.273438
	Iteration 20F: 3 clusters Score -2.495506e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 182675 members 
Entering Unmasked Estep 
Score: -24955112.000000 Penalty: 6014.273438
	Iteration 21Q: 3 clusters Score -2.495511e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 182798 members 
Entering Unmasked Estep 
Score: -24955212.000000 Penalty: 6014.273438
	Iteration 22Q: 3 clusters Score -2.495521e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -24955292.000000 Penalty: 6014.273438
	Iteration 23Q: 3 clusters Score -2.495529e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 182981 members 
Entering Unmasked Estep 
Score: -24955398.000000 Penalty: 6014.273438
	Iteration 24Q: 3 clusters Score -2.49554e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 183054 members 
Entering Unmasked Estep 
Score: -24955494.000000 Penalty: 6014.273438
	Iteration 25Q: 3 clusters Score -2.495549e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 183102 members 
Entering Unmasked Estep 
Score: -24955556.000000 Penalty: 6014.273438
	Iteration 26Q: 3 clusters Score -2.495556e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 183123 members 
Entering Unmasked Estep 
Score: -24955642.000000 Penalty: 6014.273438
	Iteration 27Q: 3 clusters Score -2.495564e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 183141 members 
Entering Unmasked Estep 
Score: -24955690.000000 Penalty: 6014.273438
	Iteration 28Q: 3 clusters Score -2.495569e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 183155 members 
Entering Unmasked Estep 
Score: -24955740.000000 Penalty: 6014.273438
	Iteration 29Q: 3 clusters Score -2.495574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 183154 members 
Entering Unmasked Estep 
Score: -24955772.000000 Penalty: 6014.273438
	Iteration 30Q: 3 clusters Score -2.495577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 183156 members 
Entering Unmasked Estep 
Score: -24955784.000000 Penalty: 6014.273438
	Iteration 31Q: 3 clusters Score -2.495578e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 183149 members 
Entering Unmasked Estep 
Score: -24955778.000000 Penalty: 6014.273438
	Iteration 32Q: 3 clusters Score -2.495578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -24955822.000000 Penalty: 6014.273438
	Iteration 33Q: 3 clusters Score -2.495582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 183135 members 
Entering Unmasked Estep 
Score: -24955840.000000 Penalty: 6014.273438
	Iteration 34Q: 3 clusters Score -2.495584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 183136 members 
Entering Unmasked Estep 
Score: -24955844.000000 Penalty: 6014.273438
	Iteration 35Q: 3 clusters Score -2.495584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -24955868.000000 Penalty: 6014.273438
	Iteration 36Q: 3 clusters Score -2.495587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 183133 members 
Entering Unmasked Estep 
Score: -24955846.000000 Penalty: 6014.273438
	Iteration 37Q: 3 clusters Score -2.495585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -24955844.000000 Penalty: 6014.273438
	Iteration 38Q: 3 clusters Score -2.495584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 183124 members 
Entering Unmasked Estep 
Score: -24955854.000000 Penalty: 6014.273438
	Iteration 39Q: 3 clusters Score -2.495585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 183121 members 
Entering Unmasked Estep 
Score: -24955854.000000 Penalty: 6014.273438
	Iteration 40F: 3 clusters Score -2.495585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 183121 members 
Entering Unmasked Estep 
Score: -24955868.000000 Penalty: 6014.273438
	Iteration 41Q: 3 clusters Score -2.495587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 183120 members 
Entering Unmasked Estep 
Score: -24955872.000000 Penalty: 6014.273438
	Iteration 42Q: 3 clusters Score -2.495587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -24955880.000000 Penalty: 6014.273438
	Iteration 43Q: 3 clusters Score -2.495588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 183117 members 
Entering Unmasked Estep 
Score: -24955866.000000 Penalty: 6014.273438
	Iteration 44Q: 3 clusters Score -2.495587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 183115 members 
Entering Unmasked Estep 
Score: -24955868.000000 Penalty: 6014.273438
	Iteration 45Q: 3 clusters Score -2.495587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 183114 members 
Entering Unmasked Estep 
Score: -24955858.000000 Penalty: 6014.273438
	Iteration 46Q: 3 clusters Score -2.495586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 183113 members 
Entering Unmasked Estep 
Score: -24955848.000000 Penalty: 6014.273438
	Iteration 47Q: 3 clusters Score -2.495585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 183115 members 
Entering Unmasked Estep 
Score: -24955876.000000 Penalty: 6014.273438
	Iteration 48Q: 3 clusters Score -2.495588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 183109 members 
Entering Unmasked Estep 
Score: -24955916.000000 Penalty: 6014.273438
	Iteration 49Q: 3 clusters Score -2.495592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 183108 members 
Entering Unmasked Estep 
Score: -24955914.000000 Penalty: 6014.273438
	Iteration 50Q: 3 clusters Score -2.495591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 183103 members 
Entering Unmasked Estep 
Score: -24955920.000000 Penalty: 6014.273438
	Iteration 51Q: 3 clusters Score -2.495592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 183101 members 
Entering Unmasked Estep 
Score: -24955890.000000 Penalty: 6014.273438
	Iteration 52Q: 3 clusters Score -2.495589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -24955900.000000 Penalty: 6014.273438
	Iteration 53Q: 3 clusters Score -2.49559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 183092 members 
Entering Unmasked Estep 
Score: -24955910.000000 Penalty: 6014.273438
	Iteration 54Q: 3 clusters Score -2.495591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -24955900.000000 Penalty: 6014.273438
	Iteration 55Q: 3 clusters Score -2.49559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -24955898.000000 Penalty: 6014.273438
	Iteration 56Q: 3 clusters Score -2.49559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -24955890.000000 Penalty: 6014.273438
	Iteration 57Q: 3 clusters Score -2.495589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -24955882.000000 Penalty: 6014.273438
	Iteration 58Q: 3 clusters Score -2.495588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -24955898.000000 Penalty: 6014.273438
	Iteration 59Q: 3 clusters Score -2.49559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -24955888.000000 Penalty: 6014.273438
	Iteration 60F: 3 clusters Score -2.495589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 183097 members 
Entering Unmasked Estep 
Score: -24955882.000000 Penalty: 6014.273438
	Iteration 61Q: 3 clusters Score -2.495588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 183093 members 
Entering Unmasked Estep 
Score: -24955890.000000 Penalty: 6014.273438
	Iteration 62Q: 3 clusters Score -2.495589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 183090 members 
Entering Unmasked Estep 
Score: -24955918.000000 Penalty: 6014.273438
	Iteration 63Q: 3 clusters Score -2.495592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 183083 members 
Entering Unmasked Estep 
Score: -24955912.000000 Penalty: 6014.273438
	Iteration 64Q: 3 clusters Score -2.495591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -24955906.000000 Penalty: 6014.273438
	Iteration 65Q: 3 clusters Score -2.495591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -24955908.000000 Penalty: 6014.273438
	Iteration 66Q: 3 clusters Score -2.495591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -24955906.000000 Penalty: 6014.273438
	Iteration 67Q: 3 clusters Score -2.495591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 183085 members 
Entering Unmasked Estep 
Score: -24955912.000000 Penalty: 6014.273438
	Iteration 68Q: 3 clusters Score -2.495591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 183084 members 
Entering Unmasked Estep 
Score: -24955902.000000 Penalty: 6014.273438
	Iteration 69Q: 3 clusters Score -2.49559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 183084 members 
Entering Unmasked Estep 
Score: -24955908.000000 Penalty: 6014.273438
	Iteration 70Q: 3 clusters Score -2.495591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 183085 members 
Entering Unmasked Estep 
Score: -24955908.000000 Penalty: 6014.273438
	Iteration 71Q: 3 clusters Score -2.495591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 183086 members 
Entering Unmasked Estep 
Score: -24955912.000000 Penalty: 6014.273438
	Iteration 72Q: 3 clusters Score -2.495591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 183084 members 
Entering Unmasked Estep 
Score: -24955926.000000 Penalty: 6014.273438
	Iteration 73Q: 3 clusters Score -2.495593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 183082 members 
Entering Unmasked Estep 
Score: -24955922.000000 Penalty: 6014.273438
	Iteration 74Q: 3 clusters Score -2.495592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -24955912.000000 Penalty: 6014.273438
	Iteration 75Q: 3 clusters Score -2.495591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -24955920.000000 Penalty: 6014.273438
	Iteration 76Q: 3 clusters Score -2.495592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 183082 members 
Entering Unmasked Estep 
Score: -24955922.000000 Penalty: 6014.273438
	Iteration 77Q: 3 clusters Score -2.495592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 183082 members 
Entering Unmasked Estep 
Score: -24955922.000000 Penalty: 6014.273438
	Iteration 78F: 3 clusters Score -2.495592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Entering Unmasked Estep 
Score: -3274650.500000 Penalty: 2500.162109
	Iteration 0F: 2 clusters Score -3274650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3258111.750000 Penalty: 5000.324219
	Iteration 0F: 3 clusters Score -3258112 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3263839.250000 Penalty: 5000.324219
	Iteration 1F: 3 clusters Score -3263839 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3264191.500000 Penalty: 5000.324219
	Iteration 2Q: 3 clusters Score -3264192 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3264481.750000 Penalty: 5000.324219
	Iteration 3Q: 3 clusters Score -3264482 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3264753.500000 Penalty: 5000.324219
	Iteration 4Q: 3 clusters Score -3264754 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3265030.250000 Penalty: 5000.324219
	Iteration 5Q: 3 clusters Score -3265030 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3265365.750000 Penalty: 5000.324219
	Iteration 6Q: 3 clusters Score -3265366 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3265801.000000 Penalty: 5000.324219
	Iteration 7Q: 3 clusters Score -3265801 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3266314.000000 Penalty: 5000.324219
	Iteration 8Q: 3 clusters Score -3266314 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3266959.250000 Penalty: 5000.324219
	Iteration 9Q: 3 clusters Score -3266959 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3267757.000000 Penalty: 5000.324219
	Iteration 10Q: 3 clusters Score -3267757 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3268630.500000 Penalty: 5000.324219
	Iteration 11Q: 3 clusters Score -3268630 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3269531.500000 Penalty: 5000.324219
	Iteration 12Q: 3 clusters Score -3269532 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3270437.250000 Penalty: 5000.324219
	Iteration 13Q: 3 clusters Score -3270437 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3271004.500000 Penalty: 5000.324219
	Iteration 14Q: 3 clusters Score -3271004 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3271377.500000 Penalty: 5000.324219
	Iteration 15Q: 3 clusters Score -3271378 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3271640.250000 Penalty: 5000.324219
	Iteration 16Q: 3 clusters Score -3271640 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3271793.500000 Penalty: 5000.324219
	Iteration 17Q: 3 clusters Score -3271794 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3271943.000000 Penalty: 5000.324219
	Iteration 18Q: 3 clusters Score -3271943 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3272076.500000 Penalty: 5000.324219
	Iteration 19Q: 3 clusters Score -3272076 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3272174.500000 Penalty: 5000.324219
	Iteration 20F: 3 clusters Score -3272174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3272243.250000 Penalty: 5000.324219
	Iteration 21Q: 3 clusters Score -3272243 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3272311.750000 Penalty: 5000.324219
	Iteration 22Q: 3 clusters Score -3272312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3272347.000000 Penalty: 5000.324219
	Iteration 23Q: 3 clusters Score -3272347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3272387.500000 Penalty: 5000.324219
	Iteration 24Q: 3 clusters Score -3272388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3272412.500000 Penalty: 5000.324219
	Iteration 25Q: 3 clusters Score -3272412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3272447.500000 Penalty: 5000.324219
	Iteration 26Q: 3 clusters Score -3272448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3272463.000000 Penalty: 5000.324219
	Iteration 27Q: 3 clusters Score -3272463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3272488.000000 Penalty: 5000.324219
	Iteration 28Q: 3 clusters Score -3272488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3272493.250000 Penalty: 5000.324219
	Iteration 29Q: 3 clusters Score -3272493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3272517.750000 Penalty: 5000.324219
	Iteration 30Q: 3 clusters Score -3272518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3272530.750000 Penalty: 5000.324219
	Iteration 31Q: 3 clusters Score -3272531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3272537.250000 Penalty: 5000.324219
	Iteration 32Q: 3 clusters Score -3272537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3272548.500000 Penalty: 5000.324219
	Iteration 33Q: 3 clusters Score -3272548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3272561.250000 Penalty: 5000.324219
	Iteration 34Q: 3 clusters Score -3272561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3272568.000000 Penalty: 5000.324219
	Iteration 35Q: 3 clusters Score -3272568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3272572.000000 Penalty: 5000.324219
	Iteration 36Q: 3 clusters Score -3272572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3272576.750000 Penalty: 5000.324219
	Iteration 37Q: 3 clusters Score -3272577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3272574.250000 Penalty: 5000.324219
	Iteration 38Q: 3 clusters Score -3272574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3272576.500000 Penalty: 5000.324219
	Iteration 39Q: 3 clusters Score -3272576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3272576.000000 Penalty: 5000.324219
	Iteration 40F: 3 clusters Score -3272576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3272576.500000 Penalty: 5000.324219
	Iteration 41Q: 3 clusters Score -3272576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3272576.500000 Penalty: 5000.324219
	Iteration 42F: 3 clusters Score -3272576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24017 members 
Mstep: Class 3 contains 83687 members 
Mstep: Class 4 contains 76525 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 71084 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 60074 members 
Mstep: Class 10 contains 165946 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 164210 members 
Mstep: Class 17 contains 184527 members 
Mstep: Class 19 contains 23892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126407744.000000 Penalty: 68305.296875
Iteration 39Q: 21 clusters Score -1.264077e+08 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 83212 members 
Mstep: Class 4 contains 76855 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 71981 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 60769 members 
Mstep: Class 10 contains 165592 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 19746 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 163778 members 
Mstep: Class 16 contains 21754 members 
Mstep: Class 17 contains 184101 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 23482 members 
Mstep: Class 20 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126411520.000000 Penalty: 68305.296875
Iteration 40F: 21 clusters Score -1.264115e+08 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 23951 members 
Mstep: Class 3 contains 82827 members 
Mstep: Class 4 contains 77064 members 
Mstep: Class 5 contains 21758 members 
Mstep: Class 6 contains 19692 members 
Mstep: Class 7 contains 72861 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 61692 members 
Mstep: Class 10 contains 165104 members 
Mstep: Class 11 contains 10756 members 
Mstep: Class 12 contains 19542 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 163344 members 
Mstep: Class 16 contains 21683 members 
Mstep: Class 17 contains 183593 members 
Mstep: Class 18 contains 351 members 
Mstep: Class 19 contains 23013 members 
Mstep: Class 20 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126414312.000000 Penalty: 68305.296875
Iteration 41Q: 21 clusters Score -1.264143e+08 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23816 members 
Mstep: Class 3 contains 82546 members 
Mstep: Class 4 contains 77248 members 
Mstep: Class 5 contains 21072 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 73611 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 62696 members 
Mstep: Class 10 contains 164582 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 19391 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 163020 members 
Mstep: Class 16 contains 21628 members 
Mstep: Class 17 contains 183013 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 22706 members 
Mstep: Class 20 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126415856.000000 Penalty: 68305.296875
Iteration 42Q: 21 clusters Score -1.264159e+08 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23725 members 
Mstep: Class 3 contains 82345 members 
Mstep: Class 4 contains 77470 members 
Mstep: Class 5 contains 20367 members 
Mstep: Class 6 contains 20903 members 
Mstep: Class 7 contains 74288 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 63670 members 
Mstep: Class 10 contains 164107 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 19274 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 1983 members 
Mstep: Class 15 contains 162637 members 
Mstep: Class 16 contains 21565 members 
Mstep: Class 17 contains 182483 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 22477 members 
Mstep: Class 20 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126416528.000000 Penalty: 68305.296875
Iteration 43Q: 21 clusters Score -1.264165e+08 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23709 members 
Mstep: Class 3 contains 82195 members 
Mstep: Class 4 contains 77646 members 
Mstep: Class 5 contains 19634 members 
Mstep: Class 6 contains 21363 members 
Mstep: Class 7 contains 74880 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 64645 members 
Mstep: Class 10 contains 163639 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 19161 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 162246 members 
Mstep: Class 16 contains 21512 members 
Mstep: Class 17 contains 182090 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 22323 members 
Mstep: Class 20 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126417496.000000 Penalty: 68305.296875
Iteration 44Q: 21 clusters Score -1.264175e+08 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23709 members 
Mstep: Class 3 contains 82050 members 
Mstep: Class 4 contains 77776 members 
Mstep: Class 5 contains 18938 members 
Mstep: Class 6 contains 21749 members 
Mstep: Class 7 contains 75424 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 65596 members 
Mstep: Class 10 contains 163177 members 
Mstep: Class 11 contains 11956 members 
Mstep: Class 12 contains 19080 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 161810 members 
Mstep: Class 16 contains 21473 members 
Mstep: Class 17 contains 181854 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22228 members 
Mstep: Class 20 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126418408.000000 Penalty: 68305.296875
Iteration 45Q: 21 clusters Score -1.264184e+08 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23714 members 
Mstep: Class 3 contains 81929 members 
Mstep: Class 4 contains 77876 members 
Mstep: Class 5 contains 18251 members 
Mstep: Class 6 contains 22065 members 
Mstep: Class 7 contains 75930 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 66624 members 
Mstep: Class 10 contains 162701 members 
Mstep: Class 11 contains 12067 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 161395 members 
Mstep: Class 16 contains 21440 members 
Mstep: Class 17 contains 181587 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 22212 members 
Mstep: Class 20 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126418152.000000 Penalty: 68305.296875
Iteration 46Q: 21 clusters Score -1.264182e+08 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23711 members 
Mstep: Class 3 contains 81873 members 
Mstep: Class 4 contains 77997 members 
Mstep: Class 5 contains 17562 members 
Mstep: Class 6 contains 22339 members 
Mstep: Class 7 contains 76375 members 
Mstep: Class 8 contains 3917 members 
Mstep: Class 9 contains 67713 members 
Mstep: Class 10 contains 162217 members 
Mstep: Class 11 contains 12131 members 
Mstep: Class 12 contains 18971 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 161007 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 17 contains 181225 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 22230 members 
Mstep: Class 20 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419240.000000 Penalty: 68305.296875
Iteration 47Q: 21 clusters Score -1.264192e+08 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23707 members 
Mstep: Class 3 contains 81922 members 
Mstep: Class 4 contains 78156 members 
Mstep: Class 5 contains 16851 members 
Mstep: Class 6 contains 22621 members 
Mstep: Class 7 contains 76799 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 68848 members 
Mstep: Class 10 contains 161736 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 18943 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 160636 members 
Mstep: Class 16 contains 21405 members 
Mstep: Class 17 contains 180719 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22232 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420096.000000 Penalty: 68305.296875
Iteration 48Q: 21 clusters Score -1.264201e+08 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23703 members 
Mstep: Class 3 contains 81930 members 
Mstep: Class 4 contains 78315 members 
Mstep: Class 5 contains 16197 members 
Mstep: Class 6 contains 22853 members 
Mstep: Class 7 contains 77133 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 70020 members 
Mstep: Class 10 contains 161285 members 
Mstep: Class 11 contains 12239 members 
Mstep: Class 12 contains 18903 members 
Mstep: Class 13 contains 1982 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 160306 members 
Mstep: Class 16 contains 21389 members 
Mstep: Class 17 contains 180240 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22236 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421248.000000 Penalty: 68305.296875
Iteration 49Q: 21 clusters Score -1.264212e+08 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23697 members 
Mstep: Class 3 contains 81922 members 
Mstep: Class 4 contains 78475 members 
Mstep: Class 5 contains 15604 members 
Mstep: Class 6 contains 23087 members 
Mstep: Class 7 contains 77469 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 71298 members 
Mstep: Class 10 contains 160868 members 
Mstep: Class 11 contains 12263 members 
Mstep: Class 12 contains 18861 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 159877 members 
Mstep: Class 16 contains 21383 members 
Mstep: Class 17 contains 179717 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22232 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421408.000000 Penalty: 68305.296875
Iteration 50Q: 21 clusters Score -1.264214e+08 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23689 members 
Mstep: Class 3 contains 81843 members 
Mstep: Class 4 contains 78632 members 
Mstep: Class 5 contains 15099 members 
Mstep: Class 6 contains 23289 members 
Mstep: Class 7 contains 77778 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 72588 members 
Mstep: Class 10 contains 160515 members 
Mstep: Class 11 contains 12286 members 
Mstep: Class 12 contains 18833 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 159429 members 
Mstep: Class 16 contains 21385 members 
Mstep: Class 17 contains 179182 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22203 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421864.000000 Penalty: 68305.296875
Iteration 51Q: 21 clusters Score -1.264219e+08 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23676 members 
Mstep: Class 3 contains 81825 members 
Mstep: Class 4 contains 78764 members 
Mstep: Class 5 contains 14578 members 
Mstep: Class 6 contains 23463 members 
Mstep: Class 7 contains 78036 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 73932 members 
Mstep: Class 10 contains 160152 members 
Mstep: Class 11 contains 12294 members 
Mstep: Class 12 contains 18799 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 159067 members 
Mstep: Class 16 contains 21390 members 
Mstep: Class 17 contains 178596 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22177 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422416.000000 Penalty: 68305.296875
Iteration 52Q: 21 clusters Score -1.264224e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23643 members 
Mstep: Class 3 contains 81770 members 
Mstep: Class 4 contains 78932 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 78274 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 75204 members 
Mstep: Class 10 contains 159730 members 
Mstep: Class 11 contains 12311 members 
Mstep: Class 12 contains 18776 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 158696 members 
Mstep: Class 16 contains 21404 members 
Mstep: Class 17 contains 178178 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 22142 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423392.000000 Penalty: 68305.296875
Iteration 53Q: 21 clusters Score -1.264234e+08 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23631 members 
Mstep: Class 3 contains 81751 members 
Mstep: Class 4 contains 79057 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 23752 members 
Mstep: Class 7 contains 78528 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 76469 members 
Mstep: Class 10 contains 159320 members 
Mstep: Class 11 contains 12323 members 
Mstep: Class 12 contains 18760 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 158355 members 
Mstep: Class 16 contains 21402 members 
Mstep: Class 17 contains 177716 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 22115 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423656.000000 Penalty: 68305.296875
Iteration 54Q: 21 clusters Score -1.264237e+08 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23619 members 
Mstep: Class 3 contains 81697 members 
Mstep: Class 4 contains 79166 members 
Mstep: Class 5 contains 13147 members 
Mstep: Class 6 contains 23856 members 
Mstep: Class 7 contains 78777 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 77814 members 
Mstep: Class 10 contains 158941 members 
Mstep: Class 11 contains 12333 members 
Mstep: Class 12 contains 18740 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 158019 members 
Mstep: Class 16 contains 21409 members 
Mstep: Class 17 contains 177188 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 22070 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424512.000000 Penalty: 68305.296875
Iteration 55Q: 21 clusters Score -1.264245e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 81587 members 
Mstep: Class 4 contains 79279 members 
Mstep: Class 5 contains 12750 members 
Mstep: Class 6 contains 23953 members 
Mstep: Class 7 contains 78983 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 79215 members 
Mstep: Class 10 contains 158515 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 18721 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 157685 members 
Mstep: Class 16 contains 21420 members 
Mstep: Class 17 contains 176686 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 22043 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424800.000000 Penalty: 68305.296875
Iteration 56Q: 21 clusters Score -1.264248e+08 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23598 members 
Mstep: Class 3 contains 81436 members 
Mstep: Class 4 contains 79349 members 
Mstep: Class 5 contains 12401 members 
Mstep: Class 6 contains 24033 members 
Mstep: Class 7 contains 79141 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 80758 members 
Mstep: Class 10 contains 157965 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 18708 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 157434 members 
Mstep: Class 16 contains 21416 members 
Mstep: Class 17 contains 176185 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 22015 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425632.000000 Penalty: 68305.296875
Iteration 57Q: 21 clusters Score -1.264256e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23589 members 
Mstep: Class 3 contains 81259 members 
Mstep: Class 4 contains 79454 members 
Mstep: Class 5 contains 12091 members 
Mstep: Class 6 contains 24094 members 
Mstep: Class 7 contains 79277 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 82299 members 
Mstep: Class 10 contains 157395 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 18690 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 21418 members 
Mstep: Class 17 contains 175732 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21985 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
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Score: -126426024.000000 Penalty: 68305.296875
Iteration 58Q: 21 clusters Score -1.26426e+08 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23574 members 
Mstep: Class 3 contains 81111 members 
Mstep: Class 4 contains 79552 members 
Mstep: Class 5 contains 11791 members 
Mstep: Class 6 contains 24173 members 
Mstep: Class 7 contains 79366 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 83949 members 
Mstep: Class 10 contains 156804 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 12 contains 18673 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 156831 members 
Mstep: Class 16 contains 21416 members 
Mstep: Class 17 contains 175266 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21936 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426520.000000 Penalty: 68305.296875
Iteration 59Q: 21 clusters Score -1.264265e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23564 members 
Mstep: Class 3 contains 80977 members 
Mstep: Class 4 contains 79604 members 
Mstep: Class 5 contains 11499 members 
Mstep: Class 6 contains 24261 members 
Mstep: Class 7 contains 79462 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 85681 members 
Mstep: Class 10 contains 156108 members 
Mstep: Class 11 contains 12359 members 
Mstep: Class 12 contains 18661 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 156452 members 
Mstep: Class 16 contains 21424 members 
Mstep: Class 17 contains 174863 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21888 members 
Mstep: Class 20 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426696.000000 Penalty: 68305.296875
Iteration 60F: 21 clusters Score -1.264267e+08 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23558 members 
Mstep: Class 3 contains 80823 members 
Mstep: Class 4 contains 79643 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 24335 members 
Mstep: Class 7 contains 79522 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 87485 members 
Mstep: Class 10 contains 155363 members 
Mstep: Class 11 contains 12364 members 
Mstep: Class 12 contains 18641 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 156145 members 
Mstep: Class 16 contains 21433 members 
Mstep: Class 17 contains 174448 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21841 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -1.264274e+08 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23546 members 
Mstep: Class 3 contains 80652 members 
Mstep: Class 4 contains 79670 members 
Mstep: Class 5 contains 10953 members 
Mstep: Class 6 contains 24409 members 
Mstep: Class 7 contains 79519 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 89433 members 
Mstep: Class 10 contains 154675 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 18633 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 155683 members 
Mstep: Class 16 contains 21430 members 
Mstep: Class 17 contains 174035 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 21814 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.26428e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23534 members 
Mstep: Class 3 contains 80446 members 
Mstep: Class 4 contains 79696 members 
Mstep: Class 5 contains 10718 members 
Mstep: Class 6 contains 24468 members 
Mstep: Class 7 contains 79477 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 91472 members 
Mstep: Class 10 contains 153961 members 
Mstep: Class 11 contains 12375 members 
Mstep: Class 12 contains 18634 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 155260 members 
Mstep: Class 16 contains 21432 members 
Mstep: Class 17 contains 173604 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 21746 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428568.000000 Penalty: 68305.296875
Iteration 63Q: 21 clusters Score -1.264286e+08 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23526 members 
Mstep: Class 3 contains 80215 members 
Mstep: Class 4 contains 79723 members 
Mstep: Class 5 contains 10500 members 
Mstep: Class 6 contains 24514 members 
Mstep: Class 7 contains 79422 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 93547 members 
Mstep: Class 10 contains 153221 members 
Mstep: Class 11 contains 12377 members 
Mstep: Class 12 contains 18633 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 154875 members 
Mstep: Class 16 contains 21429 members 
Mstep: Class 17 contains 173170 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 21676 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428904.000000 Penalty: 68305.296875
Iteration 64Q: 21 clusters Score -1.264289e+08 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23513 members 
Mstep: Class 3 contains 79979 members 
Mstep: Class 4 contains 79727 members 
Mstep: Class 5 contains 10308 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 79354 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 95765 members 
Mstep: Class 10 contains 152421 members 
Mstep: Class 11 contains 12379 members 
Mstep: Class 12 contains 18635 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 154489 members 
Mstep: Class 16 contains 21428 members 
Mstep: Class 17 contains 172662 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 21630 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429040.000000 Penalty: 68305.296875
Iteration 65Q: 21 clusters Score -1.26429e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23500 members 
Mstep: Class 3 contains 79785 members 
Mstep: Class 4 contains 79702 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 24542 members 
Mstep: Class 7 contains 79277 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 98226 members 
Mstep: Class 10 contains 151587 members 
Mstep: Class 11 contains 12380 members 
Mstep: Class 12 contains 18631 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 154102 members 
Mstep: Class 16 contains 21431 members 
Mstep: Class 17 contains 171948 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 21578 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429512.000000 Penalty: 68305.296875
Iteration 66Q: 21 clusters Score -1.264295e+08 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23491 members 
Mstep: Class 3 contains 79589 members 
Mstep: Class 4 contains 79654 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 24555 members 
Mstep: Class 7 contains 79234 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 100848 members 
Mstep: Class 10 contains 150756 members 
Mstep: Class 11 contains 12380 members 
Mstep: Class 12 contains 18621 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 153722 members 
Mstep: Class 16 contains 21434 members 
Mstep: Class 17 contains 171048 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 21502 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Score: -126429920.000000 Penalty: 68305.296875
Iteration 67Q: 21 clusters Score -1.264299e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23475 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 79617 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 24546 members 
Mstep: Class 7 contains 79156 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 103668 members 
Mstep: Class 10 contains 149949 members 
Mstep: Class 11 contains 12381 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 153366 members 
Mstep: Class 16 contains 21437 members 
Mstep: Class 17 contains 169956 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21434 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 21 clusters Score -1.2643e+08 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23454 members 
Mstep: Class 3 contains 79205 members 
Mstep: Class 4 contains 79592 members 
Mstep: Class 5 contains 9714 members 
Mstep: Class 6 contains 24541 members 
Mstep: Class 7 contains 79037 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 106645 members 
Mstep: Class 10 contains 149092 members 
Mstep: Class 11 contains 12381 members 
Mstep: Class 12 contains 18603 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 152954 members 
Mstep: Class 16 contains 21440 members 
Mstep: Class 17 contains 168797 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21361 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -1.264304e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23435 members 
Mstep: Class 3 contains 79022 members 
Mstep: Class 4 contains 79587 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 24550 members 
Mstep: Class 7 contains 78844 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 109817 members 
Mstep: Class 10 contains 148209 members 
Mstep: Class 11 contains 12385 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 152555 members 
Mstep: Class 16 contains 21441 members 
Mstep: Class 17 contains 167486 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21299 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 21 clusters Score -1.264307e+08 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 78828 members 
Mstep: Class 4 contains 79563 members 
Mstep: Class 5 contains 9468 members 
Mstep: Class 6 contains 24550 members 
Mstep: Class 7 contains 78664 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 113091 members 
Mstep: Class 10 contains 147349 members 
Mstep: Class 11 contains 12389 members 
Mstep: Class 12 contains 18598 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 152248 members 
Mstep: Class 16 contains 21441 members 
Mstep: Class 17 contains 166000 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21213 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -1.264313e+08 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23413 members 
Mstep: Class 3 contains 78644 members 
Mstep: Class 4 contains 79500 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 7 contains 78435 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 116620 members 
Mstep: Class 10 contains 146627 members 
Mstep: Class 11 contains 12389 members 
Mstep: Class 12 contains 18598 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 151958 members 
Mstep: Class 16 contains 21441 members 
Mstep: Class 17 contains 164139 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21146 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -1.264316e+08 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23407 members 
Mstep: Class 3 contains 78512 members 
Mstep: Class 4 contains 79424 members 
Mstep: Class 5 contains 9264 members 
Mstep: Class 6 contains 24559 members 
Mstep: Class 7 contains 78209 members 
Mstep: Class 8 contains 3933 members 
Mstep: Class 9 contains 120276 members 
Mstep: Class 10 contains 145895 members 
Mstep: Class 11 contains 12388 members 
Mstep: Class 12 contains 18593 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 151672 members 
Mstep: Class 16 contains 21442 members 
Mstep: Class 17 contains 162095 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 21075 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -1.26432e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 78375 members 
Mstep: Class 4 contains 79353 members 
Mstep: Class 5 contains 9186 members 
Mstep: Class 6 contains 24548 members 
Mstep: Class 7 contains 77982 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 124308 members 
Mstep: Class 10 contains 145174 members 
Mstep: Class 11 contains 12388 members 
Mstep: Class 12 contains 18577 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 151276 members 
Mstep: Class 16 contains 21448 members 
Mstep: Class 17 contains 159814 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20982 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -1.264325e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23399 members 
Mstep: Class 3 contains 78308 members 
Mstep: Class 4 contains 79275 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 24502 members 
Mstep: Class 7 contains 77715 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 128610 members 
Mstep: Class 10 contains 144514 members 
Mstep: Class 11 contains 12392 members 
Mstep: Class 12 contains 18558 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 150993 members 
Mstep: Class 16 contains 21455 members 
Mstep: Class 17 contains 157050 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20935 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 75Q: 21 clusters Score -1.264329e+08 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23412 members 
Mstep: Class 3 contains 78276 members 
Mstep: Class 4 contains 79186 members 
Mstep: Class 5 contains 9018 members 
Mstep: Class 6 contains 24475 members 
Mstep: Class 7 contains 77441 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 133090 members 
Mstep: Class 10 contains 143898 members 
Mstep: Class 11 contains 12396 members 
Mstep: Class 12 contains 18548 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 150779 members 
Mstep: Class 16 contains 21443 members 
Mstep: Class 17 contains 153943 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 76Q: 21 clusters Score -1.264334e+08 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23430 members 
Mstep: Class 3 contains 78271 members 
Mstep: Class 4 contains 79088 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 6 contains 24437 members 
Mstep: Class 7 contains 77180 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 137760 members 
Mstep: Class 10 contains 143266 members 
Mstep: Class 11 contains 12402 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 150655 members 
Mstep: Class 16 contains 21430 members 
Mstep: Class 17 contains 150560 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
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Iteration 77Q: 21 clusters Score -1.264337e+08 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23457 members 
Mstep: Class 3 contains 78296 members 
Mstep: Class 4 contains 78979 members 
Mstep: Class 5 contains 8834 members 
Mstep: Class 6 contains 24409 members 
Mstep: Class 7 contains 76928 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 142495 members 
Mstep: Class 10 contains 142671 members 
Mstep: Class 11 contains 12406 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 17 contains 146998 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20834 members 
Mstep: Class 20 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434016.000000 Penalty: 68305.296875
Iteration 78Q: 21 clusters Score -1.26434e+08 nChanged 9252
Entering ConstructFrom: 
Score: -126434016.000000 Penalty: 68305.296875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103841.929688 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101983.859375 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -101983.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102380.359375 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102380.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102542.804688 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102542.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102608.609375 Penalty: 3427.732422
	Iteration 3Q: 3 clusters Score -102608.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102634.187500 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -102634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102646.898438 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -102646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102654.093750 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -102654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102663.937500 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -102663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102670.773438 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -102670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102686.531250 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -102686.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102710.757812 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -102710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102735.484375 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -102735.5 nChanged 11
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: -102788.398438 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -102788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102805.085938 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -102805.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102823.742188 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -102823.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102842.210938 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -102842.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102872.703125 Penalty: 3427.732422
	Iteration 16Q: 3 clusters Score -102872.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -102901.156250 Penalty: 3427.732422
	Iteration 17Q: 3 clusters Score -102901.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -102941.828125 Penalty: 3427.732422
	Iteration 18Q: 3 clusters Score -102941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -102974.843750 Penalty: 3427.732422
	Iteration 19Q: 3 clusters Score -102974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102995.648438 Penalty: 3427.732422
	Iteration 20F: 3 clusters Score -102995.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103016.398438 Penalty: 3427.732422
	Iteration 21Q: 3 clusters Score -103016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -103032.757812 Penalty: 3427.732422
	Iteration 22Q: 3 clusters Score -103032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -103051.976562 Penalty: 3427.732422
	Iteration 23Q: 3 clusters Score -103052 nChanged 6
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: -103061.273438 Penalty: 3427.732422
	Iteration 24Q: 3 clusters Score -103061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103080.523438 Penalty: 3427.732422
	Iteration 25Q: 3 clusters Score -103080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -103086.257812 Penalty: 3427.732422
	Iteration 26Q: 3 clusters Score -103086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -103088.914062 Penalty: 3427.732422
	Iteration 27Q: 3 clusters Score -103088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -103089.835938 Penalty: 3427.732422
	Iteration 28Q: 3 clusters Score -103089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -103089.835938 Penalty: 3427.732422
	Iteration 29F: 3 clusters Score -103089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Entering Unmasked Estep 
Score: -3074028.000000 Penalty: 2495.943115
	Iteration 0F: 2 clusters Score -3074028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3057637.750000 Penalty: 4991.886230
	Iteration 0F: 3 clusters Score -3057638 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3063300.250000 Penalty: 4991.886230
	Iteration 1F: 3 clusters Score -3063300 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3064071.750000 Penalty: 4991.886230
	Iteration 2F: 3 clusters Score -3064072 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3065151.250000 Penalty: 4991.886230
	Iteration 3F: 3 clusters Score -3065151 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3066527.500000 Penalty: 4991.886230
	Iteration 4F: 3 clusters Score -3066528 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3068071.750000 Penalty: 4991.886230
	Iteration 5F: 3 clusters Score -3068072 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3069544.250000 Penalty: 4991.886230
	Iteration 6F: 3 clusters Score -3069544 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3070920.500000 Penalty: 4991.886230
	Iteration 7F: 3 clusters Score -3070920 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3071987.000000 Penalty: 4991.886230
	Iteration 8Q: 3 clusters Score -3071987 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3072522.750000 Penalty: 4991.886230
	Iteration 9Q: 3 clusters Score -3072523 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3072753.250000 Penalty: 4991.886230
	Iteration 10Q: 3 clusters Score -3072753 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3072850.500000 Penalty: 4991.886230
	Iteration 11Q: 3 clusters Score -3072850 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3072893.000000 Penalty: 4991.886230
	Iteration 12Q: 3 clusters Score -3072893 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3072924.500000 Penalty: 4991.886230
	Iteration 13Q: 3 clusters Score -3072924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3072941.250000 Penalty: 4991.886230
	Iteration 14Q: 3 clusters Score -3072941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3072959.250000 Penalty: 4991.886230
	Iteration 15Q: 3 clusters Score -3072959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3072959.250000 Penalty: 4991.886230
	Iteration 16Q: 3 clusters Score -3072959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3072970.250000 Penalty: 4991.886230
	Iteration 17Q: 3 clusters Score -3072970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3072979.500000 Penalty: 4991.886230
	Iteration 18Q: 3 clusters Score -3072980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3072979.750000 Penalty: 4991.886230
	Iteration 19Q: 3 clusters Score -3072980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3072974.500000 Penalty: 4991.886230
	Iteration 20F: 3 clusters Score -3072974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3072980.250000 Penalty: 4991.886230
	Iteration 21Q: 3 clusters Score -3072980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3072973.750000 Penalty: 4991.886230
	Iteration 22Q: 3 clusters Score -3072974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3072976.250000 Penalty: 4991.886230
	Iteration 23Q: 3 clusters Score -3072976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3072979.000000 Penalty: 4991.886230
	Iteration 24Q: 3 clusters Score -3072979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3072981.250000 Penalty: 4991.886230
	Iteration 25Q: 3 clusters Score -3072981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3072984.000000 Penalty: 4991.886230
	Iteration 26Q: 3 clusters Score -3072984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3072983.000000 Penalty: 4991.886230
	Iteration 27Q: 3 clusters Score -3072983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3072988.750000 Penalty: 4991.886230
	Iteration 28Q: 3 clusters Score -3072989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3072991.500000 Penalty: 4991.886230
	Iteration 29Q: 3 clusters Score -3072992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3072988.000000 Penalty: 4991.886230
	Iteration 30Q: 3 clusters Score -3072988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3072985.750000 Penalty: 4991.886230
	Iteration 31Q: 3 clusters Score -3072986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3072985.000000 Penalty: 4991.886230
	Iteration 32Q: 3 clusters Score -3072985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3072982.750000 Penalty: 4991.886230
	Iteration 33Q: 3 clusters Score -3072983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3072991.750000 Penalty: 4991.886230
	Iteration 34Q: 3 clusters Score -3072992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3072992.500000 Penalty: 4991.886230
	Iteration 35Q: 3 clusters Score -3072992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3072996.500000 Penalty: 4991.886230
	Iteration 36Q: 3 clusters Score -3072996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3072997.000000 Penalty: 4991.886230
	Iteration 37Q: 3 clusters Score -3072997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3072993.750000 Penalty: 4991.886230
	Iteration 38Q: 3 clusters Score -3072994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3072995.000000 Penalty: 4991.886230
	Iteration 39Q: 3 clusters Score -3072995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3072995.000000 Penalty: 4991.886230
	Iteration 40F: 3 clusters Score -3072995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3072995.250000 Penalty: 4991.886230
	Iteration 41Q: 3 clusters Score -3072995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3072996.750000 Penalty: 4991.886230
	Iteration 42Q: 3 clusters Score -3072997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3072997.250000 Penalty: 4991.886230
	Iteration 43Q: 3 clusters Score -3072997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3072996.000000 Penalty: 4991.886230
	Iteration 44Q: 3 clusters Score -3072996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3072996.000000 Penalty: 4991.886230
	Iteration 45Q: 3 clusters Score -3072996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3073000.250000 Penalty: 4991.886230
	Iteration 46Q: 3 clusters Score -3073000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3072999.500000 Penalty: 4991.886230
	Iteration 47Q: 3 clusters Score -3073000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3073000.500000 Penalty: 4991.886230
	Iteration 48Q: 3 clusters Score -3073000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3072998.250000 Penalty: 4991.886230
	Iteration 49Q: 3 clusters Score -3072998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3073001.500000 Penalty: 4991.886230
	Iteration 50Q: 3 clusters Score -3073002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3072997.500000 Penalty: 4991.886230
	Iteration 51Q: 3 clusters Score -3072998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3072997.500000 Penalty: 4991.886230
	Iteration 52F: 3 clusters Score -3072998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Entering Unmasked Estep 
Score: -10345685.000000 Penalty: 2794.754395
	Iteration 0F: 2 clusters Score -1.034568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -10293394.000000 Penalty: 5589.508789
	Iteration 0F: 3 clusters Score -1.029339e+07 nChanged 36790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -10314092.000000 Penalty: 5589.508789
	Iteration 1F: 3 clusters Score -1.031409e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -10314792.000000 Penalty: 5589.508789
	Iteration 2Q: 3 clusters Score -1.031479e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -10315625.000000 Penalty: 5589.508789
	Iteration 3Q: 3 clusters Score -1.031562e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -10316679.000000 Penalty: 5589.508789
	Iteration 4Q: 3 clusters Score -1.031668e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -10318474.000000 Penalty: 5589.508789
	Iteration 5Q: 3 clusters Score -1.031847e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -10321376.000000 Penalty: 5589.508789
	Iteration 6F: 3 clusters Score -1.032138e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -10325993.000000 Penalty: 5589.508789
	Iteration 7F: 3 clusters Score -1.032599e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -10331867.000000 Penalty: 5589.508789
	Iteration 8F: 3 clusters Score -1.033187e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -10337276.000000 Penalty: 5589.508789
	Iteration 9F: 3 clusters Score -1.033728e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -10340619.000000 Penalty: 5589.508789
	Iteration 10Q: 3 clusters Score -1.034062e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -10342160.000000 Penalty: 5589.508789
	Iteration 11Q: 3 clusters Score -1.034216e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -10342699.000000 Penalty: 5589.508789
	Iteration 12Q: 3 clusters Score -1.03427e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -10342970.000000 Penalty: 5589.508789
	Iteration 13Q: 3 clusters Score -1.034297e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -10343077.000000 Penalty: 5589.508789
	Iteration 14Q: 3 clusters Score -1.034308e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -10343130.000000 Penalty: 5589.508789
	Iteration 15Q: 3 clusters Score -1.034313e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -10343167.000000 Penalty: 5589.508789
	Iteration 16Q: 3 clusters Score -1.034317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -10343207.000000 Penalty: 5589.508789
	Iteration 17Q: 3 clusters Score -1.034321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -10343236.000000 Penalty: 5589.508789
	Iteration 18Q: 3 clusters Score -1.034324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -10343232.000000 Penalty: 5589.508789
	Iteration 19Q: 3 clusters Score -1.034323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -10343237.000000 Penalty: 5589.508789
	Iteration 20F: 3 clusters Score -1.034324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -10343240.000000 Penalty: 5589.508789
	Iteration 21Q: 3 clusters Score -1.034324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -10343257.000000 Penalty: 5589.508789
	Iteration 22Q: 3 clusters Score -1.034326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -10343250.000000 Penalty: 5589.508789
	Iteration 23Q: 3 clusters Score -1.034325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -10343255.000000 Penalty: 5589.508789
	Iteration 24Q: 3 clusters Score -1.034326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10343263.000000 Penalty: 5589.508789
	Iteration 25Q: 3 clusters Score -1.034326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -10343265.000000 Penalty: 5589.508789
	Iteration 26Q: 3 clusters Score -1.034326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -10343274.000000 Penalty: 5589.508789
	Iteration 27Q: 3 clusters Score -1.034327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -10343277.000000 Penalty: 5589.508789
	Iteration 28Q: 3 clusters Score -1.034328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -10343271.000000 Penalty: 5589.508789
	Iteration 29Q: 3 clusters Score -1.034327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -10343271.000000 Penalty: 5589.508789
	Iteration 30F: 3 clusters Score -1.034327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (78902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Entering Unmasked Estep 
Score: -10718196.000000 Penalty: 2796.438477
	Iteration 0F: 2 clusters Score -1.07182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -10665305.000000 Penalty: 5592.876953
	Iteration 0F: 3 clusters Score -1.06653e+07 nChanged 37107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -10686630.000000 Penalty: 5592.876953
	Iteration 1F: 3 clusters Score -1.068663e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -10687541.000000 Penalty: 5592.876953
	Iteration 2Q: 3 clusters Score -1.068754e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -10688629.000000 Penalty: 5592.876953
	Iteration 3Q: 3 clusters Score -1.068863e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -10690439.000000 Penalty: 5592.876953
	Iteration 4Q: 3 clusters Score -1.069044e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -10693612.000000 Penalty: 5592.876953
	Iteration 5F: 3 clusters Score -1.069361e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -10698550.000000 Penalty: 5592.876953
	Iteration 6F: 3 clusters Score -1.069855e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -10704893.000000 Penalty: 5592.876953
	Iteration 7F: 3 clusters Score -1.070489e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -10710595.000000 Penalty: 5592.876953
	Iteration 8F: 3 clusters Score -1.07106e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10713766.000000 Penalty: 5592.876953
	Iteration 9Q: 3 clusters Score -1.071377e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10715026.000000 Penalty: 5592.876953
	Iteration 10Q: 3 clusters Score -1.071503e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10715400.000000 Penalty: 5592.876953
	Iteration 11Q: 3 clusters Score -1.07154e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10715564.000000 Penalty: 5592.876953
	Iteration 12Q: 3 clusters Score -1.071556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10715653.000000 Penalty: 5592.876953
	Iteration 13Q: 3 clusters Score -1.071565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10715697.000000 Penalty: 5592.876953
	Iteration 14Q: 3 clusters Score -1.07157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10715727.000000 Penalty: 5592.876953
	Iteration 15Q: 3 clusters Score -1.071573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10715743.000000 Penalty: 5592.876953
	Iteration 16Q: 3 clusters Score -1.071574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10715743.000000 Penalty: 5592.876953
	Iteration 17Q: 3 clusters Score -1.071574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10715746.000000 Penalty: 5592.876953
	Iteration 18Q: 3 clusters Score -1.071575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10715751.000000 Penalty: 5592.876953
	Iteration 19Q: 3 clusters Score -1.071575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10715752.000000 Penalty: 5592.876953
	Iteration 20F: 3 clusters Score -1.071575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -1127850.125000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1127850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1121050.250000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1121050 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1123141.500000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1123142 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1123714.500000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1123714 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1124246.375000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1124246 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1124779.125000 Penalty: 4502.210938
	Iteration 4F: 3 clusters Score -1124779 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1125229.000000 Penalty: 4502.210938
	Iteration 5F: 3 clusters Score -1125229 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1125557.750000 Penalty: 4502.210938
	Iteration 6F: 3 clusters Score -1125558 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1125807.625000 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -1125808 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1125980.125000 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -1125980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1126079.250000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1126079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1126145.750000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1126146 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1126191.125000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1126191 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1126234.000000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1126234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1126280.250000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1126280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1126318.375000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1126318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1126353.000000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1126353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1126377.125000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1126377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1126393.000000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1126393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1126408.875000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1126409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1126422.875000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1126423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1126432.000000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1126432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1126440.875000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1126441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1126448.125000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1126448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1126454.750000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1126455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1126459.125000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1126459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1126462.625000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1126463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1126469.500000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1126470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1126477.875000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1126478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1126482.125000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1126482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1126492.500000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1126492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1126503.125000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1126503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1126517.375000 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1126517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1126525.625000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1126526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1126539.375000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1126539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1126552.375000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1126552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1126571.875000 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1126572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1126582.125000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1126582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1126587.125000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1126587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1126593.625000 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1126594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1126600.000000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1126600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1126603.375000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1126603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1126607.625000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -1126608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1126607.625000 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -1126608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1126611.625000 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -1126612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1126616.375000 Penalty: 4502.210938
	Iteration 44Q: 3 clusters Score -1126616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1126614.625000 Penalty: 4502.210938
	Iteration 45Q: 3 clusters Score -1126615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1126617.750000 Penalty: 4502.210938
	Iteration 46Q: 3 clusters Score -1126618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1126618.250000 Penalty: 4502.210938
	Iteration 47Q: 3 clusters Score -1126618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1126618.875000 Penalty: 4502.210938
	Iteration 48Q: 3 clusters Score -1126619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1126621.750000 Penalty: 4502.210938
	Iteration 49Q: 3 clusters Score -1126622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1126621.750000 Penalty: 4502.210938
	Iteration 50Q: 3 clusters Score -1126622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1126626.625000 Penalty: 4502.210938
	Iteration 51Q: 3 clusters Score -1126627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1126628.750000 Penalty: 4502.210938
	Iteration 52Q: 3 clusters Score -1126629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1126630.875000 Penalty: 4502.210938
	Iteration 53Q: 3 clusters Score -1126631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1126628.625000 Penalty: 4502.210938
	Iteration 54Q: 3 clusters Score -1126629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1126627.000000 Penalty: 4502.210938
	Iteration 55Q: 3 clusters Score -1126627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1126627.000000 Penalty: 4502.210938
	Iteration 56F: 3 clusters Score -1126627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Entering Unmasked Estep 
Score: -3344253.250000 Penalty: 2505.115723
	Iteration 0F: 2 clusters Score -3344253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3327453.750000 Penalty: 5010.231445
	Iteration 0F: 3 clusters Score -3327454 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3333191.750000 Penalty: 5010.231445
	Iteration 1F: 3 clusters Score -3333192 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3333714.250000 Penalty: 5010.231445
	Iteration 2F: 3 clusters Score -3333714 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3334295.000000 Penalty: 5010.231445
	Iteration 3F: 3 clusters Score -3334295 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3335020.250000 Penalty: 5010.231445
	Iteration 4F: 3 clusters Score -3335020 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3336000.500000 Penalty: 5010.231445
	Iteration 5F: 3 clusters Score -3336000 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3337298.750000 Penalty: 5010.231445
	Iteration 6F: 3 clusters Score -3337299 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3338774.500000 Penalty: 5010.231445
	Iteration 7F: 3 clusters Score -3338774 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3340154.750000 Penalty: 5010.231445
	Iteration 8F: 3 clusters Score -3340155 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3341120.250000 Penalty: 5010.231445
	Iteration 9Q: 3 clusters Score -3341120 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3341610.500000 Penalty: 5010.231445
	Iteration 10Q: 3 clusters Score -3341610 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3341859.750000 Penalty: 5010.231445
	Iteration 11Q: 3 clusters Score -3341860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3341973.250000 Penalty: 5010.231445
	Iteration 12Q: 3 clusters Score -3341973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3342040.750000 Penalty: 5010.231445
	Iteration 13Q: 3 clusters Score -3342041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3342081.000000 Penalty: 5010.231445
	Iteration 14Q: 3 clusters Score -3342081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3342111.250000 Penalty: 5010.231445
	Iteration 15Q: 3 clusters Score -3342111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3342129.750000 Penalty: 5010.231445
	Iteration 16Q: 3 clusters Score -3342130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3342147.500000 Penalty: 5010.231445
	Iteration 17Q: 3 clusters Score -3342148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3342153.500000 Penalty: 5010.231445
	Iteration 18Q: 3 clusters Score -3342154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3342159.750000 Penalty: 5010.231445
	Iteration 19Q: 3 clusters Score -3342160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3342165.000000 Penalty: 5010.231445
	Iteration 20F: 3 clusters Score -3342165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3342170.750000 Penalty: 5010.231445
	Iteration 21Q: 3 clusters Score -3342171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3342179.500000 Penalty: 5010.231445
	Iteration 22Q: 3 clusters Score -3342180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3342179.000000 Penalty: 5010.231445
	Iteration 23Q: 3 clusters Score -3342179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3342181.250000 Penalty: 5010.231445
	Iteration 24Q: 3 clusters Score -3342181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3342184.750000 Penalty: 5010.231445
	Iteration 25Q: 3 clusters Score -3342185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3342194.000000 Penalty: 5010.231445
	Iteration 26Q: 3 clusters Score -3342194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3342196.000000 Penalty: 5010.231445
	Iteration 27Q: 3 clusters Score -3342196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3342201.750000 Penalty: 5010.231445
	Iteration 28Q: 3 clusters Score -3342202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3342199.250000 Penalty: 5010.231445
	Iteration 29Q: 3 clusters Score -3342199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3342203.000000 Penalty: 5010.231445
	Iteration 30Q: 3 clusters Score -3342203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3342200.750000 Penalty: 5010.231445
	Iteration 31Q: 3 clusters Score -3342201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3342202.500000 Penalty: 5010.231445
	Iteration 32Q: 3 clusters Score -3342202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3342211.500000 Penalty: 5010.231445
	Iteration 33Q: 3 clusters Score -3342212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3342209.500000 Penalty: 5010.231445
	Iteration 34Q: 3 clusters Score -3342210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3342212.500000 Penalty: 5010.231445
	Iteration 35Q: 3 clusters Score -3342212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3342214.500000 Penalty: 5010.231445
	Iteration 36Q: 3 clusters Score -3342214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3342211.750000 Penalty: 5010.231445
	Iteration 37Q: 3 clusters Score -3342212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3342211.750000 Penalty: 5010.231445
	Iteration 38F: 3 clusters Score -3342212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Entering Unmasked Estep 
Score: -10406228.000000 Penalty: 2789.331543
	Iteration 0F: 2 clusters Score -1.040623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -10354711.000000 Penalty: 5578.663086
	Iteration 0F: 3 clusters Score -1.035471e+07 nChanged 36116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -10375192.000000 Penalty: 5578.663086
	Iteration 1F: 3 clusters Score -1.037519e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -10375862.000000 Penalty: 5578.663086
	Iteration 2Q: 3 clusters Score -1.037586e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -10376518.000000 Penalty: 5578.663086
	Iteration 3Q: 3 clusters Score -1.037652e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -10377326.000000 Penalty: 5578.663086
	Iteration 4Q: 3 clusters Score -1.037733e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -10378322.000000 Penalty: 5578.663086
	Iteration 5Q: 3 clusters Score -1.037832e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -10379679.000000 Penalty: 5578.663086
	Iteration 6Q: 3 clusters Score -1.037968e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -10381647.000000 Penalty: 5578.663086
	Iteration 7Q: 3 clusters Score -1.038165e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10384444.000000 Penalty: 5578.663086
	Iteration 8F: 3 clusters Score -1.038444e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -10387947.000000 Penalty: 5578.663086
	Iteration 9F: 3 clusters Score -1.038795e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -10391547.000000 Penalty: 5578.663086
	Iteration 10F: 3 clusters Score -1.039155e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -10394270.000000 Penalty: 5578.663086
	Iteration 11F: 3 clusters Score -1.039427e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -10396058.000000 Penalty: 5578.663086
	Iteration 12Q: 3 clusters Score -1.039606e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -10397042.000000 Penalty: 5578.663086
	Iteration 13Q: 3 clusters Score -1.039704e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -10397804.000000 Penalty: 5578.663086
	Iteration 14Q: 3 clusters Score -1.03978e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -10398431.000000 Penalty: 5578.663086
	Iteration 15Q: 3 clusters Score -1.039843e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -10399134.000000 Penalty: 5578.663086
	Iteration 16Q: 3 clusters Score -1.039913e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -10399890.000000 Penalty: 5578.663086
	Iteration 17Q: 3 clusters Score -1.039989e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -10400712.000000 Penalty: 5578.663086
	Iteration 18Q: 3 clusters Score -1.040071e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -10401538.000000 Penalty: 5578.663086
	Iteration 19Q: 3 clusters Score -1.040154e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -10402239.000000 Penalty: 5578.663086
	Iteration 20F: 3 clusters Score -1.040224e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -10402833.000000 Penalty: 5578.663086
	Iteration 21Q: 3 clusters Score -1.040283e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -10403352.000000 Penalty: 5578.663086
	Iteration 22Q: 3 clusters Score -1.040335e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -10403731.000000 Penalty: 5578.663086
	Iteration 23Q: 3 clusters Score -1.040373e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -10403969.000000 Penalty: 5578.663086
	Iteration 24Q: 3 clusters Score -1.040397e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -10404109.000000 Penalty: 5578.663086
	Iteration 25Q: 3 clusters Score -1.040411e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -10404222.000000 Penalty: 5578.663086
	Iteration 26Q: 3 clusters Score -1.040422e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -10404353.000000 Penalty: 5578.663086
	Iteration 27Q: 3 clusters Score -1.040435e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -10404463.000000 Penalty: 5578.663086
	Iteration 28Q: 3 clusters Score -1.040446e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -10404565.000000 Penalty: 5578.663086
	Iteration 29Q: 3 clusters Score -1.040456e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -10404599.000000 Penalty: 5578.663086
	Iteration 30Q: 3 clusters Score -1.04046e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -10404639.000000 Penalty: 5578.663086
	Iteration 31Q: 3 clusters Score -1.040464e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -10404681.000000 Penalty: 5578.663086
	Iteration 32Q: 3 clusters Score -1.040468e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -10404686.000000 Penalty: 5578.663086
	Iteration 33Q: 3 clusters Score -1.040469e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -10404697.000000 Penalty: 5578.663086
	Iteration 34Q: 3 clusters Score -1.04047e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -10404722.000000 Penalty: 5578.663086
	Iteration 35Q: 3 clusters Score -1.040472e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -10404751.000000 Penalty: 5578.663086
	Iteration 36Q: 3 clusters Score -1.040475e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -10404779.000000 Penalty: 5578.663086
	Iteration 37Q: 3 clusters Score -1.040478e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -10404792.000000 Penalty: 5578.663086
	Iteration 38Q: 3 clusters Score -1.040479e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -10404794.000000 Penalty: 5578.663086
	Iteration 39Q: 3 clusters Score -1.040479e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -10404788.000000 Penalty: 5578.663086
	Iteration 40F: 3 clusters Score -1.040479e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -10404781.000000 Penalty: 5578.663086
	Iteration 41Q: 3 clusters Score -1.040478e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -10404799.000000 Penalty: 5578.663086
	Iteration 42Q: 3 clusters Score -1.04048e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -10404824.000000 Penalty: 5578.663086
	Iteration 43Q: 3 clusters Score -1.040482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10404826.000000 Penalty: 5578.663086
	Iteration 44Q: 3 clusters Score -1.040483e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -10404833.000000 Penalty: 5578.663086
	Iteration 45Q: 3 clusters Score -1.040483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -10404832.000000 Penalty: 5578.663086
	Iteration 46Q: 3 clusters Score -1.040483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -10404831.000000 Penalty: 5578.663086
	Iteration 47Q: 3 clusters Score -1.040483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -10404837.000000 Penalty: 5578.663086
	Iteration 48Q: 3 clusters Score -1.040484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10404834.000000 Penalty: 5578.663086
	Iteration 49Q: 3 clusters Score -1.040483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -10404845.000000 Penalty: 5578.663086
	Iteration 50Q: 3 clusters Score -1.040484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -10404852.000000 Penalty: 5578.663086
	Iteration 51Q: 3 clusters Score -1.040485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -10404837.000000 Penalty: 5578.663086
	Iteration 52Q: 3 clusters Score -1.040484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -10404847.000000 Penalty: 5578.663086
	Iteration 53Q: 3 clusters Score -1.040485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -10404848.000000 Penalty: 5578.663086
	Iteration 54Q: 3 clusters Score -1.040485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -10404853.000000 Penalty: 5578.663086
	Iteration 55Q: 3 clusters Score -1.040485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -10404842.000000 Penalty: 5578.663086
	Iteration 56Q: 3 clusters Score -1.040484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -10404851.000000 Penalty: 5578.663086
	Iteration 57Q: 3 clusters Score -1.040485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -10404850.000000 Penalty: 5578.663086
	Iteration 58Q: 3 clusters Score -1.040485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -10404853.000000 Penalty: 5578.663086
	Iteration 59Q: 3 clusters Score -1.040485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -10404860.000000 Penalty: 5578.663086
	Iteration 60F: 3 clusters Score -1.040486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -10404862.000000 Penalty: 5578.663086
	Iteration 61Q: 3 clusters Score -1.040486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -10404855.000000 Penalty: 5578.663086
	Iteration 62Q: 3 clusters Score -1.040486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -10404858.000000 Penalty: 5578.663086
	Iteration 63Q: 3 clusters Score -1.040486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -10404856.000000 Penalty: 5578.663086
	Iteration 64Q: 3 clusters Score -1.040486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -10404851.000000 Penalty: 5578.663086
	Iteration 65Q: 3 clusters Score -1.040485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -10404855.000000 Penalty: 5578.663086
	Iteration 66Q: 3 clusters Score -1.040486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -10404857.000000 Penalty: 5578.663086
	Iteration 67Q: 3 clusters Score -1.040486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -10404850.000000 Penalty: 5578.663086
	Iteration 68Q: 3 clusters Score -1.040485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -10404855.000000 Penalty: 5578.663086
	Iteration 69Q: 3 clusters Score -1.040486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -10404850.000000 Penalty: 5578.663086
	Iteration 70Q: 3 clusters Score -1.040485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -10404851.000000 Penalty: 5578.663086
	Iteration 71Q: 3 clusters Score -1.040485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -10404849.000000 Penalty: 5578.663086
	Iteration 72Q: 3 clusters Score -1.040485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -10404841.000000 Penalty: 5578.663086
	Iteration 73Q: 3 clusters Score -1.040484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -10404841.000000 Penalty: 5578.663086
	Iteration 74F: 3 clusters Score -1.040484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -527395.250000 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -527395.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -523602.937500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -523602.9 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -524431.000000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -524431 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -524613.937500 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -524613.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -524695.812500 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -524695.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -524768.687500 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -524768.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -524823.187500 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -524823.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -524862.187500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -524862.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -524895.000000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -524895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -524921.937500 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -524921.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -524941.937500 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -524941.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -524964.125000 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -524964.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -524983.625000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -524983.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -525005.125000 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -525005.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -525026.375000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -525026.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -525040.562500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -525040.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -525050.437500 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -525050.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -525062.750000 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -525062.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -525075.000000 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -525075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -525089.812500 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -525089.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -525102.250000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -525102.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -525121.125000 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -525121.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -525133.000000 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -525133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -525152.937500 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -525152.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -525171.687500 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -525171.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -525190.625000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -525190.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -525211.687500 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -525211.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -525233.375000 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -525233.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -525247.250000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -525247.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -525264.875000 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -525264.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -525279.812500 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -525279.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -525297.625000 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -525297.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -525311.250000 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -525311.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -525319.250000 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -525319.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -525330.812500 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -525330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -525342.250000 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -525342.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -525353.625000 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -525353.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -525368.687500 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -525368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -525384.750000 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -525384.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -525398.187500 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -525398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -525416.937500 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -525416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -525427.625000 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -525427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -525441.687500 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -525441.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -525450.000000 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -525450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -525456.437500 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -525456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -525462.812500 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -525462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -525467.437500 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -525467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -525471.250000 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -525471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -525474.125000 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -525474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -525475.687500 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -525475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -525476.062500 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -525476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -525477.187500 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -525477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -525478.562500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -525478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -525478.562500 Penalty: 4105.596680
	Iteration 52F: 3 clusters Score -525478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (147366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Entering Unmasked Estep 
Score: -20109056.000000 Penalty: 2951.367432
	Iteration 0F: 2 clusters Score -2.010906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -20012054.000000 Penalty: 5902.734863
	Iteration 0F: 3 clusters Score -2.001205e+07 nChanged 70535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -20052578.000000 Penalty: 5902.734863
	Iteration 1F: 3 clusters Score -2.005258e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -20053548.000000 Penalty: 5902.734863
	Iteration 2Q: 3 clusters Score -2.005355e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -20054586.000000 Penalty: 5902.734863
	Iteration 3Q: 3 clusters Score -2.005459e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -20055772.000000 Penalty: 5902.734863
	Iteration 4Q: 3 clusters Score -2.005577e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -20057354.000000 Penalty: 5902.734863
	Iteration 5Q: 3 clusters Score -2.005735e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -20059616.000000 Penalty: 5902.734863
	Iteration 6Q: 3 clusters Score -2.005962e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -20063518.000000 Penalty: 5902.734863
	Iteration 7Q: 3 clusters Score -2.006352e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -20070036.000000 Penalty: 5902.734863
	Iteration 8F: 3 clusters Score -2.007004e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -20079872.000000 Penalty: 5902.734863
	Iteration 9F: 3 clusters Score -2.007987e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -20091292.000000 Penalty: 5902.734863
	Iteration 10F: 3 clusters Score -2.009129e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -20099820.000000 Penalty: 5902.734863
	Iteration 11F: 3 clusters Score -2.009982e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -20104038.000000 Penalty: 5902.734863
	Iteration 12Q: 3 clusters Score -2.010404e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 146337 members 
Entering Unmasked Estep 
Score: -20105548.000000 Penalty: 5902.734863
	Iteration 13Q: 3 clusters Score -2.010555e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -20105994.000000 Penalty: 5902.734863
	Iteration 14Q: 3 clusters Score -2.010599e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 146947 members 
Entering Unmasked Estep 
Score: -20106218.000000 Penalty: 5902.734863
	Iteration 15Q: 3 clusters Score -2.010622e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -20106366.000000 Penalty: 5902.734863
	Iteration 16Q: 3 clusters Score -2.010637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -20106414.000000 Penalty: 5902.734863
	Iteration 17Q: 3 clusters Score -2.010641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 147047 members 
Entering Unmasked Estep 
Score: -20106408.000000 Penalty: 5902.734863
	Iteration 18Q: 3 clusters Score -2.010641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -20106446.000000 Penalty: 5902.734863
	Iteration 19Q: 3 clusters Score -2.010645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -20106464.000000 Penalty: 5902.734863
	Iteration 20F: 3 clusters Score -2.010646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 147059 members 
Entering Unmasked Estep 
Score: -20106460.000000 Penalty: 5902.734863
	Iteration 21Q: 3 clusters Score -2.010646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -20106486.000000 Penalty: 5902.734863
	Iteration 22Q: 3 clusters Score -2.010649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -20106492.000000 Penalty: 5902.734863
	Iteration 23Q: 3 clusters Score -2.010649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -20106484.000000 Penalty: 5902.734863
	Iteration 24Q: 3 clusters Score -2.010648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -20106486.000000 Penalty: 5902.734863
	Iteration 25Q: 3 clusters Score -2.010649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -20106488.000000 Penalty: 5902.734863
	Iteration 26Q: 3 clusters Score -2.010649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -20106476.000000 Penalty: 5902.734863
	Iteration 27Q: 3 clusters Score -2.010648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -20106476.000000 Penalty: 5902.734863
	Iteration 28F: 3 clusters Score -2.010648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142141 members 
Entering Unmasked Estep 
Score: -19270694.000000 Penalty: 2942.414551
	Iteration 0F: 2 clusters Score -1.927069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -19177806.000000 Penalty: 5884.829102
	Iteration 0F: 3 clusters Score -1.917781e+07 nChanged 67809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -19216414.000000 Penalty: 5884.829102
	Iteration 1F: 3 clusters Score -1.921641e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -19217178.000000 Penalty: 5884.829102
	Iteration 2Q: 3 clusters Score -1.921718e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -19218130.000000 Penalty: 5884.829102
	Iteration 3Q: 3 clusters Score -1.921813e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -19219474.000000 Penalty: 5884.829102
	Iteration 4Q: 3 clusters Score -1.921947e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -19221736.000000 Penalty: 5884.829102
	Iteration 5Q: 3 clusters Score -1.922174e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -19226222.000000 Penalty: 5884.829102
	Iteration 6F: 3 clusters Score -1.922622e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -19234290.000000 Penalty: 5884.829102
	Iteration 7F: 3 clusters Score -1.923429e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -19246680.000000 Penalty: 5884.829102
	Iteration 8F: 3 clusters Score -1.924668e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -19258646.000000 Penalty: 5884.829102
	Iteration 9F: 3 clusters Score -1.925865e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -19264968.000000 Penalty: 5884.829102
	Iteration 10Q: 3 clusters Score -1.926497e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19267138.000000 Penalty: 5884.829102
	Iteration 11Q: 3 clusters Score -1.926714e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141776 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19267662.000000 Penalty: 5884.829102
	Iteration 12Q: 3 clusters Score -1.926766e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141904 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19267872.000000 Penalty: 5884.829102
	Iteration 13Q: 3 clusters Score -1.926787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19267952.000000 Penalty: 5884.829102
	Iteration 14Q: 3 clusters Score -1.926795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19268008.000000 Penalty: 5884.829102
	Iteration 15Q: 3 clusters Score -1.926801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19268006.000000 Penalty: 5884.829102
	Iteration 16Q: 3 clusters Score -1.926801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19268010.000000 Penalty: 5884.829102
	Iteration 17Q: 3 clusters Score -1.926801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19268030.000000 Penalty: 5884.829102
	Iteration 18Q: 3 clusters Score -1.926803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141964 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19268038.000000 Penalty: 5884.829102
	Iteration 19Q: 3 clusters Score -1.926804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141967 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19268052.000000 Penalty: 5884.829102
	Iteration 20F: 3 clusters Score -1.926805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141966 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19268050.000000 Penalty: 5884.829102
	Iteration 21Q: 3 clusters Score -1.926805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141967 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19268058.000000 Penalty: 5884.829102
	Iteration 22Q: 3 clusters Score -1.926806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141966 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19268058.000000 Penalty: 5884.829102
	Iteration 23Q: 3 clusters Score -1.926806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141965 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19268062.000000 Penalty: 5884.829102
	Iteration 24Q: 3 clusters Score -1.926806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141965 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19268068.000000 Penalty: 5884.829102
	Iteration 25Q: 3 clusters Score -1.926807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141965 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19268068.000000 Penalty: 5884.829102
	Iteration 26F: 3 clusters Score -1.926807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Entering Unmasked Estep 
Score: -1480133.750000 Penalty: 2337.731934
	Iteration 0F: 2 clusters Score -1480134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1470988.000000 Penalty: 4675.463867
	Iteration 0F: 3 clusters Score -1470988 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1473794.125000 Penalty: 4675.463867
	Iteration 1F: 3 clusters Score -1473794 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1474343.375000 Penalty: 4675.463867
	Iteration 2F: 3 clusters Score -1474343 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1474887.125000 Penalty: 4675.463867
	Iteration 3F: 3 clusters Score -1474887 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1475414.000000 Penalty: 4675.463867
	Iteration 4F: 3 clusters Score -1475414 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1475882.500000 Penalty: 4675.463867
	Iteration 5F: 3 clusters Score -1475882 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1476315.000000 Penalty: 4675.463867
	Iteration 6F: 3 clusters Score -1476315 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1476702.500000 Penalty: 4675.463867
	Iteration 7Q: 3 clusters Score -1476702 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1477032.000000 Penalty: 4675.463867
	Iteration 8Q: 3 clusters Score -1477032 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1477329.750000 Penalty: 4675.463867
	Iteration 9Q: 3 clusters Score -1477330 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1477576.750000 Penalty: 4675.463867
	Iteration 10Q: 3 clusters Score -1477577 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1477768.000000 Penalty: 4675.463867
	Iteration 11Q: 3 clusters Score -1477768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1477908.750000 Penalty: 4675.463867
	Iteration 12Q: 3 clusters Score -1477909 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1478032.500000 Penalty: 4675.463867
	Iteration 13Q: 3 clusters Score -1478032 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1478149.500000 Penalty: 4675.463867
	Iteration 14Q: 3 clusters Score -1478150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1478274.750000 Penalty: 4675.463867
	Iteration 15Q: 3 clusters Score -1478275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1478460.000000 Penalty: 4675.463867
	Iteration 16Q: 3 clusters Score -1478460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1478624.875000 Penalty: 4675.463867
	Iteration 17Q: 3 clusters Score -1478625 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1478704.125000 Penalty: 4675.463867
	Iteration 18Q: 3 clusters Score -1478704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1478745.625000 Penalty: 4675.463867
	Iteration 19Q: 3 clusters Score -1478746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1478782.750000 Penalty: 4675.463867
	Iteration 20F: 3 clusters Score -1478783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1478815.125000 Penalty: 4675.463867
	Iteration 21Q: 3 clusters Score -1478815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1478836.250000 Penalty: 4675.463867
	Iteration 22Q: 3 clusters Score -1478836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1478851.000000 Penalty: 4675.463867
	Iteration 23Q: 3 clusters Score -1478851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1478856.000000 Penalty: 4675.463867
	Iteration 24Q: 3 clusters Score -1478856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1478864.000000 Penalty: 4675.463867
	Iteration 25Q: 3 clusters Score -1478864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1478863.750000 Penalty: 4675.463867
	Iteration 26Q: 3 clusters Score -1478864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1478867.875000 Penalty: 4675.463867
	Iteration 27Q: 3 clusters Score -1478868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1478873.000000 Penalty: 4675.463867
	Iteration 28Q: 3 clusters Score -1478873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1478875.125000 Penalty: 4675.463867
	Iteration 29Q: 3 clusters Score -1478875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1478876.500000 Penalty: 4675.463867
	Iteration 30Q: 3 clusters Score -1478876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1478881.625000 Penalty: 4675.463867
	Iteration 31Q: 3 clusters Score -1478882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1478881.625000 Penalty: 4675.463867
	Iteration 32Q: 3 clusters Score -1478882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1478883.875000 Penalty: 4675.463867
	Iteration 33Q: 3 clusters Score -1478884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1478885.375000 Penalty: 4675.463867
	Iteration 34Q: 3 clusters Score -1478885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1478884.875000 Penalty: 4675.463867
	Iteration 35Q: 3 clusters Score -1478885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1478885.500000 Penalty: 4675.463867
	Iteration 36Q: 3 clusters Score -1478886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1478886.000000 Penalty: 4675.463867
	Iteration 37Q: 3 clusters Score -1478886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1478885.500000 Penalty: 4675.463867
	Iteration 38Q: 3 clusters Score -1478886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1478886.750000 Penalty: 4675.463867
	Iteration 39Q: 3 clusters Score -1478887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1478885.625000 Penalty: 4675.463867
	Iteration 40F: 3 clusters Score -1478886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1478885.250000 Penalty: 4675.463867
	Iteration 41Q: 3 clusters Score -1478885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1478885.250000 Penalty: 4675.463867
	Iteration 42F: 3 clusters Score -1478885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Entering Unmasked Estep 
Score: -2371385.000000 Penalty: 2437.453369
	Iteration 0F: 2 clusters Score -2371385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2358268.250000 Penalty: 4874.906738
	Iteration 0F: 3 clusters Score -2358268 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2362717.000000 Penalty: 4874.906738
	Iteration 1F: 3 clusters Score -2362717 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2363235.250000 Penalty: 4874.906738
	Iteration 2F: 3 clusters Score -2363235 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2363780.000000 Penalty: 4874.906738
	Iteration 3F: 3 clusters Score -2363780 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2364396.000000 Penalty: 4874.906738
	Iteration 4F: 3 clusters Score -2364396 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2365068.750000 Penalty: 4874.906738
	Iteration 5F: 3 clusters Score -2365069 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2365730.250000 Penalty: 4874.906738
	Iteration 6F: 3 clusters Score -2365730 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2366327.750000 Penalty: 4874.906738
	Iteration 7F: 3 clusters Score -2366328 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2366955.250000 Penalty: 4874.906738
	Iteration 8Q: 3 clusters Score -2366955 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2367525.500000 Penalty: 4874.906738
	Iteration 9Q: 3 clusters Score -2367526 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2368087.000000 Penalty: 4874.906738
	Iteration 10Q: 3 clusters Score -2368087 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2368585.250000 Penalty: 4874.906738
	Iteration 11Q: 3 clusters Score -2368585 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2369048.000000 Penalty: 4874.906738
	Iteration 12Q: 3 clusters Score -2369048 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2369403.500000 Penalty: 4874.906738
	Iteration 13Q: 3 clusters Score -2369404 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2369629.250000 Penalty: 4874.906738
	Iteration 14Q: 3 clusters Score -2369629 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2369744.750000 Penalty: 4874.906738
	Iteration 15Q: 3 clusters Score -2369745 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2369798.500000 Penalty: 4874.906738
	Iteration 16Q: 3 clusters Score -2369798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2369832.500000 Penalty: 4874.906738
	Iteration 17Q: 3 clusters Score -2369832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2369865.250000 Penalty: 4874.906738
	Iteration 18Q: 3 clusters Score -2369865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2369878.750000 Penalty: 4874.906738
	Iteration 19Q: 3 clusters Score -2369879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2369892.750000 Penalty: 4874.906738
	Iteration 20F: 3 clusters Score -2369893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2369903.750000 Penalty: 4874.906738
	Iteration 21Q: 3 clusters Score -2369904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2369905.500000 Penalty: 4874.906738
	Iteration 22Q: 3 clusters Score -2369906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2369915.500000 Penalty: 4874.906738
	Iteration 23Q: 3 clusters Score -2369916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2369922.500000 Penalty: 4874.906738
	Iteration 24Q: 3 clusters Score -2369922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2369922.000000 Penalty: 4874.906738
	Iteration 25Q: 3 clusters Score -2369922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2369934.750000 Penalty: 4874.906738
	Iteration 26Q: 3 clusters Score -2369935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2369930.250000 Penalty: 4874.906738
	Iteration 27Q: 3 clusters Score -2369930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2369927.250000 Penalty: 4874.906738
	Iteration 28Q: 3 clusters Score -2369927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2369923.500000 Penalty: 4874.906738
	Iteration 29Q: 3 clusters Score -2369924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2369924.250000 Penalty: 4874.906738
	Iteration 30Q: 3 clusters Score -2369924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2369927.500000 Penalty: 4874.906738
	Iteration 31Q: 3 clusters Score -2369928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2369927.250000 Penalty: 4874.906738
	Iteration 32Q: 3 clusters Score -2369927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2369926.750000 Penalty: 4874.906738
	Iteration 33Q: 3 clusters Score -2369927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2369925.000000 Penalty: 4874.906738
	Iteration 34Q: 3 clusters Score -2369925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2369925.000000 Penalty: 4874.906738
	Iteration 35F: 3 clusters Score -2369925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -241532.531250 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -241532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -238938.687500 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -238938.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239417.812500 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -239417.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -239557.281250 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -239557.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239625.562500 Penalty: 3750.058105
	Iteration 3Q: 3 clusters Score -239625.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -239671.875000 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -239671.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -239707.609375 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -239707.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -239744.625000 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -239744.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239773.031250 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -239773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -239797.375000 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -239797.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -239827.484375 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -239827.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -239852.734375 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -239852.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -239887.500000 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -239887.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -239928.656250 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -239928.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239983.953125 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -239984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -240041.578125 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -240041.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -240100.562500 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -240100.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -240186.531250 Penalty: 3750.058105
	Iteration 16Q: 3 clusters Score -240186.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -240283.281250 Penalty: 3750.058105
	Iteration 17Q: 3 clusters Score -240283.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -240376.203125 Penalty: 3750.058105
	Iteration 18Q: 3 clusters Score -240376.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -240459.328125 Penalty: 3750.058105
	Iteration 19Q: 3 clusters Score -240459.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -240535.671875 Penalty: 3750.058105
	Iteration 20F: 3 clusters Score -240535.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -240590.812500 Penalty: 3750.058105
	Iteration 21Q: 3 clusters Score -240590.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -240644.062500 Penalty: 3750.058105
	Iteration 22Q: 3 clusters Score -240644.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -240675.140625 Penalty: 3750.058105
	Iteration 23Q: 3 clusters Score -240675.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -240690.031250 Penalty: 3750.058105
	Iteration 24Q: 3 clusters Score -240690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -240699.093750 Penalty: 3750.058105
	Iteration 25Q: 3 clusters Score -240699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -240704.500000 Penalty: 3750.058105
	Iteration 26Q: 3 clusters Score -240704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240706.531250 Penalty: 3750.058105
	Iteration 27Q: 3 clusters Score -240706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -240707.656250 Penalty: 3750.058105
	Iteration 28Q: 3 clusters Score -240707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -240708.406250 Penalty: 3750.058105
	Iteration 29Q: 3 clusters Score -240708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -240708.406250 Penalty: 3750.058105
	Iteration 30F: 3 clusters Score -240708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -215114.156250 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -215114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212829.890625 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -212829.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -216819.328125 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -216819.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -221002.031250 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -221002 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -223484.781250 Penalty: 3765.563477
	Iteration 3F: 3 clusters Score -223484.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -225045.875000 Penalty: 3765.563477
	Iteration 4F: 3 clusters Score -225045.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -226123.765625 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -226123.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -226291.000000 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -226291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -226291.000000 Penalty: 3765.563477
	Iteration 7F: 3 clusters Score -226291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23489 members 
Mstep: Class 3 contains 78368 members 
Mstep: Class 4 contains 78902 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 24374 members 
Mstep: Class 7 contains 76673 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 147366 members 
Mstep: Class 10 contains 142141 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 18554 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 150449 members 
Mstep: Class 16 contains 21427 members 
Mstep: Class 17 contains 143080 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20822 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 1132 members 
Entering Unmasked Estep 
Score: -126442416.000000 Penalty: 71720.562500
Splitting cluster 14 changes total score from -126434016.000000 to -126442416.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (150449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150449 members 
Entering Unmasked Estep 
Score: -20326704.000000 Penalty: 2956.501953
	Iteration 0F: 2 clusters Score -2.03267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -20226862.000000 Penalty: 5913.003906
	Iteration 0F: 3 clusters Score -2.022686e+07 nChanged 72018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -20269344.000000 Penalty: 5913.003906
	Iteration 1F: 3 clusters Score -2.026934e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -20271298.000000 Penalty: 5913.003906
	Iteration 2Q: 3 clusters Score -2.02713e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -20274692.000000 Penalty: 5913.003906
	Iteration 3Q: 3 clusters Score -2.027469e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -20280416.000000 Penalty: 5913.003906
	Iteration 4F: 3 clusters Score -2.028042e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -20289316.000000 Penalty: 5913.003906
	Iteration 5F: 3 clusters Score -2.028932e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -20300040.000000 Penalty: 5913.003906
	Iteration 6F: 3 clusters Score -2.030004e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -20310186.000000 Penalty: 5913.003906
	Iteration 7F: 3 clusters Score -2.031019e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -20317536.000000 Penalty: 5913.003906
	Iteration 8F: 3 clusters Score -2.031754e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20321606.000000 Penalty: 5913.003906
	Iteration 9Q: 3 clusters Score -2.032161e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20323316.000000 Penalty: 5913.003906
	Iteration 10Q: 3 clusters Score -2.032332e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20323804.000000 Penalty: 5913.003906
	Iteration 11Q: 3 clusters Score -2.03238e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150102 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20323966.000000 Penalty: 5913.003906
	Iteration 12Q: 3 clusters Score -2.032397e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20324048.000000 Penalty: 5913.003906
	Iteration 13Q: 3 clusters Score -2.032405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20324062.000000 Penalty: 5913.003906
	Iteration 14Q: 3 clusters Score -2.032406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20324084.000000 Penalty: 5913.003906
	Iteration 15Q: 3 clusters Score -2.032408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20324104.000000 Penalty: 5913.003906
	Iteration 16Q: 3 clusters Score -2.03241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20324118.000000 Penalty: 5913.003906
	Iteration 17Q: 3 clusters Score -2.032412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20324106.000000 Penalty: 5913.003906
	Iteration 18Q: 3 clusters Score -2.032411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20324132.000000 Penalty: 5913.003906
	Iteration 19Q: 3 clusters Score -2.032413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20324136.000000 Penalty: 5913.003906
	Iteration 20F: 3 clusters Score -2.032414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20324136.000000 Penalty: 5913.003906
	Iteration 21Q: 3 clusters Score -2.032414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20324136.000000 Penalty: 5913.003906
	Iteration 22F: 3 clusters Score -2.032414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Entering Unmasked Estep 
Score: -2772071.750000 Penalty: 2473.156982
	Iteration 0F: 2 clusters Score -2772072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2756972.500000 Penalty: 4946.313965
	Iteration 0F: 3 clusters Score -2756972 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2762391.000000 Penalty: 4946.313965
	Iteration 1F: 3 clusters Score -2762391 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2763186.250000 Penalty: 4946.313965
	Iteration 2F: 3 clusters Score -2763186 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2764042.750000 Penalty: 4946.313965
	Iteration 3F: 3 clusters Score -2764043 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2764937.000000 Penalty: 4946.313965
	Iteration 4F: 3 clusters Score -2764937 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2765687.250000 Penalty: 4946.313965
	Iteration 5F: 3 clusters Score -2765687 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2766359.250000 Penalty: 4946.313965
	Iteration 6F: 3 clusters Score -2766359 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2767099.000000 Penalty: 4946.313965
	Iteration 7F: 3 clusters Score -2767099 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2767931.000000 Penalty: 4946.313965
	Iteration 8F: 3 clusters Score -2767931 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2768671.750000 Penalty: 4946.313965
	Iteration 9Q: 3 clusters Score -2768672 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2769304.750000 Penalty: 4946.313965
	Iteration 10Q: 3 clusters Score -2769305 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2769704.500000 Penalty: 4946.313965
	Iteration 11Q: 3 clusters Score -2769704 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2769942.750000 Penalty: 4946.313965
	Iteration 12Q: 3 clusters Score -2769943 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2770127.250000 Penalty: 4946.313965
	Iteration 13Q: 3 clusters Score -2770127 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2770252.000000 Penalty: 4946.313965
	Iteration 14Q: 3 clusters Score -2770252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2770359.750000 Penalty: 4946.313965
	Iteration 15Q: 3 clusters Score -2770360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2770455.250000 Penalty: 4946.313965
	Iteration 16Q: 3 clusters Score -2770455 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2770534.250000 Penalty: 4946.313965
	Iteration 17Q: 3 clusters Score -2770534 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2770616.250000 Penalty: 4946.313965
	Iteration 18Q: 3 clusters Score -2770616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2770689.250000 Penalty: 4946.313965
	Iteration 19Q: 3 clusters Score -2770689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2770765.750000 Penalty: 4946.313965
	Iteration 20F: 3 clusters Score -2770766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2770814.500000 Penalty: 4946.313965
	Iteration 21Q: 3 clusters Score -2770814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2770862.000000 Penalty: 4946.313965
	Iteration 22Q: 3 clusters Score -2770862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2770897.500000 Penalty: 4946.313965
	Iteration 23Q: 3 clusters Score -2770898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2770926.000000 Penalty: 4946.313965
	Iteration 24Q: 3 clusters Score -2770926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2770936.750000 Penalty: 4946.313965
	Iteration 25Q: 3 clusters Score -2770937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2770940.750000 Penalty: 4946.313965
	Iteration 26Q: 3 clusters Score -2770941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2770948.750000 Penalty: 4946.313965
	Iteration 27Q: 3 clusters Score -2770949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2770953.500000 Penalty: 4946.313965
	Iteration 28Q: 3 clusters Score -2770954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2770957.250000 Penalty: 4946.313965
	Iteration 29Q: 3 clusters Score -2770957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2770959.250000 Penalty: 4946.313965
	Iteration 30Q: 3 clusters Score -2770959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2770957.000000 Penalty: 4946.313965
	Iteration 31Q: 3 clusters Score -2770957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2770956.750000 Penalty: 4946.313965
	Iteration 32Q: 3 clusters Score -2770957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2770957.000000 Penalty: 4946.313965
	Iteration 33Q: 3 clusters Score -2770957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2770960.250000 Penalty: 4946.313965
	Iteration 34Q: 3 clusters Score -2770960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2770960.250000 Penalty: 4946.313965
	Iteration 35F: 3 clusters Score -2770960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Entering Unmasked Estep 
Score: -19315022.000000 Penalty: 2944.047607
	Iteration 0F: 2 clusters Score -1.931502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -19219874.000000 Penalty: 5888.095215
	Iteration 0F: 3 clusters Score -1.921987e+07 nChanged 68221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -19258682.000000 Penalty: 5888.095215
	Iteration 1F: 3 clusters Score -1.925868e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -19259460.000000 Penalty: 5888.095215
	Iteration 2Q: 3 clusters Score -1.925946e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -19260158.000000 Penalty: 5888.095215
	Iteration 3Q: 3 clusters Score -1.926016e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -19261038.000000 Penalty: 5888.095215
	Iteration 4Q: 3 clusters Score -1.926104e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -19262654.000000 Penalty: 5888.095215
	Iteration 5Q: 3 clusters Score -1.926265e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -19265402.000000 Penalty: 5888.095215
	Iteration 6Q: 3 clusters Score -1.92654e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -19271100.000000 Penalty: 5888.095215
	Iteration 7F: 3 clusters Score -1.92711e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -19280138.000000 Penalty: 5888.095215
	Iteration 8F: 3 clusters Score -1.928014e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -19291826.000000 Penalty: 5888.095215
	Iteration 9F: 3 clusters Score -1.929183e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -19301770.000000 Penalty: 5888.095215
	Iteration 10F: 3 clusters Score -1.930177e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 132159 members 
Entering Unmasked Estep 
Score: -19308428.000000 Penalty: 5888.095215
	Iteration 11Q: 3 clusters Score -1.930843e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -19311708.000000 Penalty: 5888.095215
	Iteration 12Q: 3 clusters Score -1.931171e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 134624 members 
Entering Unmasked Estep 
Score: -19312744.000000 Penalty: 5888.095215
	Iteration 13Q: 3 clusters Score -1.931274e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 134959 members 
Entering Unmasked Estep 
Score: -19313176.000000 Penalty: 5888.095215
	Iteration 14Q: 3 clusters Score -1.931318e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 135223 members 
Entering Unmasked Estep 
Score: -19313506.000000 Penalty: 5888.095215
	Iteration 15Q: 3 clusters Score -1.931351e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 135446 members 
Entering Unmasked Estep 
Score: -19313632.000000 Penalty: 5888.095215
	Iteration 16Q: 3 clusters Score -1.931363e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -19313756.000000 Penalty: 5888.095215
	Iteration 17Q: 3 clusters Score -1.931376e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 135733 members 
Entering Unmasked Estep 
Score: -19313824.000000 Penalty: 5888.095215
	Iteration 18Q: 3 clusters Score -1.931382e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -19313874.000000 Penalty: 5888.095215
	Iteration 19Q: 3 clusters Score -1.931387e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 135907 members 
Entering Unmasked Estep 
Score: -19313938.000000 Penalty: 5888.095215
	Iteration 20F: 3 clusters Score -1.931394e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -19313938.000000 Penalty: 5888.095215
	Iteration 21Q: 3 clusters Score -1.931394e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 136061 members 
Entering Unmasked Estep 
Score: -19313958.000000 Penalty: 5888.095215
	Iteration 22Q: 3 clusters Score -1.931396e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -19313938.000000 Penalty: 5888.095215
	Iteration 23Q: 3 clusters Score -1.931394e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -19313960.000000 Penalty: 5888.095215
	Iteration 24Q: 3 clusters Score -1.931396e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 136245 members 
Entering Unmasked Estep 
Score: -19313968.000000 Penalty: 5888.095215
	Iteration 25Q: 3 clusters Score -1.931397e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -19313976.000000 Penalty: 5888.095215
	Iteration 26Q: 3 clusters Score -1.931398e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 136383 members 
Entering Unmasked Estep 
Score: -19313996.000000 Penalty: 5888.095215
	Iteration 27Q: 3 clusters Score -1.9314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -19314024.000000 Penalty: 5888.095215
	Iteration 28Q: 3 clusters Score -1.931402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 136482 members 
Entering Unmasked Estep 
Score: -19314016.000000 Penalty: 5888.095215
	Iteration 29Q: 3 clusters Score -1.931402e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -19314024.000000 Penalty: 5888.095215
	Iteration 30Q: 3 clusters Score -1.931402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -19313994.000000 Penalty: 5888.095215
	Iteration 31Q: 3 clusters Score -1.931399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 136599 members 
Entering Unmasked Estep 
Score: -19313998.000000 Penalty: 5888.095215
	Iteration 32Q: 3 clusters Score -1.9314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -19313998.000000 Penalty: 5888.095215
	Iteration 33Q: 3 clusters Score -1.9314e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -19314014.000000 Penalty: 5888.095215
	Iteration 34Q: 3 clusters Score -1.931401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 136714 members 
Entering Unmasked Estep 
Score: -19314042.000000 Penalty: 5888.095215
	Iteration 35Q: 3 clusters Score -1.931404e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -19314044.000000 Penalty: 5888.095215
	Iteration 36Q: 3 clusters Score -1.931404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -19314044.000000 Penalty: 5888.095215
	Iteration 37Q: 3 clusters Score -1.931404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -19314046.000000 Penalty: 5888.095215
	Iteration 38Q: 3 clusters Score -1.931405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -19314040.000000 Penalty: 5888.095215
	Iteration 39Q: 3 clusters Score -1.931404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -19314020.000000 Penalty: 5888.095215
	Iteration 40F: 3 clusters Score -1.931402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 136855 members 
Entering Unmasked Estep 
Score: -19314026.000000 Penalty: 5888.095215
	Iteration 41Q: 3 clusters Score -1.931403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -19314032.000000 Penalty: 5888.095215
	Iteration 42Q: 3 clusters Score -1.931403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -19314024.000000 Penalty: 5888.095215
	Iteration 43Q: 3 clusters Score -1.931402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 136905 members 
Entering Unmasked Estep 
Score: -19314026.000000 Penalty: 5888.095215
	Iteration 44Q: 3 clusters Score -1.931403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 136915 members 
Entering Unmasked Estep 
Score: -19314032.000000 Penalty: 5888.095215
	Iteration 45Q: 3 clusters Score -1.931403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 136926 members 
Entering Unmasked Estep 
Score: -19314036.000000 Penalty: 5888.095215
	Iteration 46Q: 3 clusters Score -1.931404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -19314046.000000 Penalty: 5888.095215
	Iteration 47Q: 3 clusters Score -1.931405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 136936 members 
Entering Unmasked Estep 
Score: -19314032.000000 Penalty: 5888.095215
	Iteration 48Q: 3 clusters Score -1.931403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -19314036.000000 Penalty: 5888.095215
	Iteration 49Q: 3 clusters Score -1.931404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -19314030.000000 Penalty: 5888.095215
	Iteration 50Q: 3 clusters Score -1.931403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 136946 members 
Entering Unmasked Estep 
Score: -19314046.000000 Penalty: 5888.095215
	Iteration 51Q: 3 clusters Score -1.931405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -19314024.000000 Penalty: 5888.095215
	Iteration 52Q: 3 clusters Score -1.931402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -19314026.000000 Penalty: 5888.095215
	Iteration 53Q: 3 clusters Score -1.931403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 136961 members 
Entering Unmasked Estep 
Score: -19314034.000000 Penalty: 5888.095215
	Iteration 54Q: 3 clusters Score -1.931403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 136965 members 
Entering Unmasked Estep 
Score: -19314036.000000 Penalty: 5888.095215
	Iteration 55Q: 3 clusters Score -1.931404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -19314034.000000 Penalty: 5888.095215
	Iteration 56Q: 3 clusters Score -1.931403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -19314038.000000 Penalty: 5888.095215
	Iteration 57Q: 3 clusters Score -1.931404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 136978 members 
Entering Unmasked Estep 
Score: -19314034.000000 Penalty: 5888.095215
	Iteration 58Q: 3 clusters Score -1.931403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -19314030.000000 Penalty: 5888.095215
	Iteration 59Q: 3 clusters Score -1.931403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 136983 members 
Entering Unmasked Estep 
Score: -19314040.000000 Penalty: 5888.095215
	Iteration 60F: 3 clusters Score -1.931404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -43180.492188 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -43180.49 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: -41827.519531 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -41827.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41931.562500 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -41931.56 nChanged 9
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: -41962.593750 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -41962.59 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: -41972.339844 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -41972.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41985.238281 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -41985.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41985.238281 Penalty: 2891.156982
	Iteration 5F: 3 clusters Score -41985.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Entering Unmasked Estep 
Score: -2857171.750000 Penalty: 2466.053955
	Iteration 0F: 2 clusters Score -2857172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2842658.750000 Penalty: 4932.107910
	Iteration 0F: 3 clusters Score -2842659 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2847452.750000 Penalty: 4932.107910
	Iteration 1F: 3 clusters Score -2847453 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2847760.500000 Penalty: 4932.107910
	Iteration 2Q: 3 clusters Score -2847760 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2847999.750000 Penalty: 4932.107910
	Iteration 3Q: 3 clusters Score -2848000 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2848205.000000 Penalty: 4932.107910
	Iteration 4Q: 3 clusters Score -2848205 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2848375.500000 Penalty: 4932.107910
	Iteration 5Q: 3 clusters Score -2848376 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2848554.750000 Penalty: 4932.107910
	Iteration 6Q: 3 clusters Score -2848555 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2848734.250000 Penalty: 4932.107910
	Iteration 7Q: 3 clusters Score -2848734 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2848984.500000 Penalty: 4932.107910
	Iteration 8Q: 3 clusters Score -2848984 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2849327.750000 Penalty: 4932.107910
	Iteration 9Q: 3 clusters Score -2849328 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2849795.500000 Penalty: 4932.107910
	Iteration 10Q: 3 clusters Score -2849796 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2850482.250000 Penalty: 4932.107910
	Iteration 11F: 3 clusters Score -2850482 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2851355.750000 Penalty: 4932.107910
	Iteration 12F: 3 clusters Score -2851356 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2852352.500000 Penalty: 4932.107910
	Iteration 13F: 3 clusters Score -2852352 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2853187.000000 Penalty: 4932.107910
	Iteration 14Q: 3 clusters Score -2853187 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2853829.000000 Penalty: 4932.107910
	Iteration 15Q: 3 clusters Score -2853829 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2854248.250000 Penalty: 4932.107910
	Iteration 16Q: 3 clusters Score -2854248 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2854541.000000 Penalty: 4932.107910
	Iteration 17Q: 3 clusters Score -2854541 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2854693.750000 Penalty: 4932.107910
	Iteration 18Q: 3 clusters Score -2854694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2854787.500000 Penalty: 4932.107910
	Iteration 19Q: 3 clusters Score -2854788 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2854866.000000 Penalty: 4932.107910
	Iteration 20F: 3 clusters Score -2854866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2854923.250000 Penalty: 4932.107910
	Iteration 21Q: 3 clusters Score -2854923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2854960.750000 Penalty: 4932.107910
	Iteration 22Q: 3 clusters Score -2854961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2854990.750000 Penalty: 4932.107910
	Iteration 23Q: 3 clusters Score -2854991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2855014.750000 Penalty: 4932.107910
	Iteration 24Q: 3 clusters Score -2855015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2855015.500000 Penalty: 4932.107910
	Iteration 25Q: 3 clusters Score -2855016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2855026.500000 Penalty: 4932.107910
	Iteration 26Q: 3 clusters Score -2855026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2855029.750000 Penalty: 4932.107910
	Iteration 27Q: 3 clusters Score -2855030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2855034.500000 Penalty: 4932.107910
	Iteration 28Q: 3 clusters Score -2855034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2855040.500000 Penalty: 4932.107910
	Iteration 29Q: 3 clusters Score -2855040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2855043.750000 Penalty: 4932.107910
	Iteration 30Q: 3 clusters Score -2855044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2855041.750000 Penalty: 4932.107910
	Iteration 31Q: 3 clusters Score -2855042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2855049.250000 Penalty: 4932.107910
	Iteration 32Q: 3 clusters Score -2855049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2855049.500000 Penalty: 4932.107910
	Iteration 33Q: 3 clusters Score -2855050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2855053.000000 Penalty: 4932.107910
	Iteration 34Q: 3 clusters Score -2855053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2855052.250000 Penalty: 4932.107910
	Iteration 35Q: 3 clusters Score -2855052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2855059.750000 Penalty: 4932.107910
	Iteration 36Q: 3 clusters Score -2855060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2855063.750000 Penalty: 4932.107910
	Iteration 37Q: 3 clusters Score -2855064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2855065.250000 Penalty: 4932.107910
	Iteration 38Q: 3 clusters Score -2855065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2855067.000000 Penalty: 4932.107910
	Iteration 39Q: 3 clusters Score -2855067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2855070.250000 Penalty: 4932.107910
	Iteration 40F: 3 clusters Score -2855070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2855067.500000 Penalty: 4932.107910
	Iteration 41Q: 3 clusters Score -2855068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2855069.250000 Penalty: 4932.107910
	Iteration 42Q: 3 clusters Score -2855069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2855073.000000 Penalty: 4932.107910
	Iteration 43Q: 3 clusters Score -2855073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2855074.250000 Penalty: 4932.107910
	Iteration 44Q: 3 clusters Score -2855074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2855074.750000 Penalty: 4932.107910
	Iteration 45Q: 3 clusters Score -2855075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2855074.750000 Penalty: 4932.107910
	Iteration 46F: 3 clusters Score -2855075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -62209.257812 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -62209.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60813.062500 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -60813.06 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61749.011719 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -61749.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -62385.160156 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -62385.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -62964.660156 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -62964.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -63372.496094 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -63372.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63602.199219 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -63602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63849.449219 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -63849.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64033.726562 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -64033.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64261.972656 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -64261.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -64360.464844 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -64360.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -64430.250000 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -64430.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64533.753906 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -64533.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64576.679688 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -64576.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64616.269531 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -64616.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64626.640625 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -64626.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64651.832031 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -64651.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64657.703125 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -64657.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64768.800781 Penalty: 3224.639648
	Iteration 17F: 3 clusters Score -64768.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65582.937500 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -65582.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66101.031250 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -66101.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66101.031250 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -66101.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23489 members 
Mstep: Class 3 contains 78368 members 
Mstep: Class 4 contains 78902 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 24374 members 
Mstep: Class 7 contains 76673 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 147366 members 
Mstep: Class 10 contains 142141 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 18554 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 150449 members 
Mstep: Class 16 contains 21427 members 
Mstep: Class 17 contains 143080 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20822 members 
Mstep: Class 20 contains 258 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 408 members 
Entering Unmasked Estep 
Score: -126444504.000000 Penalty: 75135.828125
Splitting cluster 20 changes total score from -126434016.000000 to -126444504.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23489 members 
Mstep: Class 3 contains 78368 members 
Mstep: Class 4 contains 78902 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 24374 members 
Mstep: Class 7 contains 76673 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 147366 members 
Mstep: Class 10 contains 142141 members 
Mstep: Class 11 contains 12411 members 
Mstep: Class 12 contains 18554 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 150449 members 
Mstep: Class 16 contains 21427 members 
Mstep: Class 17 contains 143080 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20822 members 
Mstep: Class 20 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126445496.000000 Penalty: 75135.828125
Iteration 79Q: 23 clusters Score -1.264455e+08 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23528 members 
Mstep: Class 3 contains 78405 members 
Mstep: Class 4 contains 78823 members 
Mstep: Class 5 contains 8684 members 
Mstep: Class 6 contains 24337 members 
Mstep: Class 7 contains 76458 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 152565 members 
Mstep: Class 10 contains 141534 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 18566 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 150515 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 17 contains 138772 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 20788 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126446248.000000 Penalty: 75135.828125
Iteration 80F: 23 clusters Score -1.264462e+08 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23567 members 
Mstep: Class 3 contains 78449 members 
Mstep: Class 4 contains 78720 members 
Mstep: Class 5 contains 8634 members 
Mstep: Class 6 contains 24282 members 
Mstep: Class 7 contains 76258 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 158730 members 
Mstep: Class 10 contains 141047 members 
Mstep: Class 11 contains 12415 members 
Mstep: Class 12 contains 18577 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 150737 members 
Mstep: Class 16 contains 21418 members 
Mstep: Class 17 contains 133191 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 20783 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126446816.000000 Penalty: 75135.828125
Iteration 81Q: 23 clusters Score -1.264468e+08 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23608 members 
Mstep: Class 3 contains 78549 members 
Mstep: Class 4 contains 78523 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 24227 members 
Mstep: Class 7 contains 76066 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 165539 members 
Mstep: Class 10 contains 140562 members 
Mstep: Class 11 contains 12422 members 
Mstep: Class 12 contains 18571 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 151348 members 
Mstep: Class 16 contains 21416 members 
Mstep: Class 17 contains 126613 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 20771 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126447616.000000 Penalty: 75135.828125
Iteration 82Q: 23 clusters Score -1.264476e+08 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23615 members 
Mstep: Class 3 contains 78683 members 
Mstep: Class 4 contains 78358 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 24166 members 
Mstep: Class 7 contains 75895 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 172674 members 
Mstep: Class 10 contains 140176 members 
Mstep: Class 11 contains 12423 members 
Mstep: Class 12 contains 18572 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 152394 members 
Mstep: Class 16 contains 21422 members 
Mstep: Class 17 contains 119093 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 20774 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126447264.000000 Penalty: 75135.828125
Iteration 83Q: 23 clusters Score -1.264473e+08 nChanged 15843
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23613 members 
Mstep: Class 3 contains 78843 members 
Mstep: Class 4 contains 78134 members 
Mstep: Class 5 contains 8552 members 
Mstep: Class 6 contains 24137 members 
Mstep: Class 7 contains 75818 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 179955 members 
Mstep: Class 10 contains 139775 members 
Mstep: Class 11 contains 12426 members 
Mstep: Class 12 contains 18583 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 153931 members 
Mstep: Class 16 contains 21420 members 
Mstep: Class 17 contains 110865 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 20772 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126446296.000000 Penalty: 75135.828125
Iteration 84Q: 23 clusters Score -1.264463e+08 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23615 members 
Mstep: Class 3 contains 78947 members 
Mstep: Class 4 contains 78007 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 24097 members 
Mstep: Class 7 contains 75870 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 186640 members 
Mstep: Class 10 contains 139572 members 
Mstep: Class 11 contains 12433 members 
Mstep: Class 12 contains 18610 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 156108 members 
Mstep: Class 16 contains 21430 members 
Mstep: Class 17 contains 102203 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126444864.000000 Penalty: 75135.828125
Iteration 85Q: 23 clusters Score -1.264449e+08 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23619 members 
Mstep: Class 3 contains 79046 members 
Mstep: Class 4 contains 78075 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 24097 members 
Mstep: Class 7 contains 76137 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 192794 members 
Mstep: Class 10 contains 139592 members 
Mstep: Class 11 contains 12438 members 
Mstep: Class 12 contains 18637 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 158825 members 
Mstep: Class 16 contains 21445 members 
Mstep: Class 17 contains 92884 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 20712 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126443760.000000 Penalty: 75135.828125
Iteration 86Q: 23 clusters Score -1.264438e+08 nChanged 18612
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23614 members 
Mstep: Class 3 contains 79165 members 
Mstep: Class 4 contains 78265 members 
Mstep: Class 5 contains 8518 members 
Mstep: Class 6 contains 24141 members 
Mstep: Class 7 contains 76533 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 198224 members 
Mstep: Class 10 contains 139851 members 
Mstep: Class 11 contains 12440 members 
Mstep: Class 12 contains 18658 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 161888 members 
Mstep: Class 16 contains 21447 members 
Mstep: Class 17 contains 83441 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 20654 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440576.000000 Penalty: 75135.828125
Iteration 87Q: 23 clusters Score -1.264406e+08 nChanged 19519
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23605 members 
Mstep: Class 3 contains 79195 members 
Mstep: Class 4 contains 78646 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 24223 members 
Mstep: Class 7 contains 77210 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 202030 members 
Mstep: Class 10 contains 140600 members 
Mstep: Class 11 contains 12440 members 
Mstep: Class 12 contains 18687 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 165388 members 
Mstep: Class 16 contains 21449 members 
Mstep: Class 17 contains 74267 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 20605 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438160.000000 Penalty: 75135.828125
Iteration 88Q: 23 clusters Score -1.264382e+08 nChanged 19022
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23598 members 
Mstep: Class 3 contains 79149 members 
Mstep: Class 4 contains 79159 members 
Mstep: Class 5 contains 8486 members 
Mstep: Class 6 contains 24400 members 
Mstep: Class 7 contains 78087 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 203603 members 
Mstep: Class 10 contains 141837 members 
Mstep: Class 11 contains 12444 members 
Mstep: Class 12 contains 18738 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168919 members 
Mstep: Class 16 contains 21456 members 
Mstep: Class 17 contains 66322 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 20644 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126436456.000000 Penalty: 75135.828125
Iteration 89Q: 23 clusters Score -1.264365e+08 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23585 members 
Mstep: Class 3 contains 78986 members 
Mstep: Class 4 contains 79778 members 
Mstep: Class 5 contains 8471 members 
Mstep: Class 6 contains 24631 members 
Mstep: Class 7 contains 79037 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 203215 members 
Mstep: Class 10 contains 143244 members 
Mstep: Class 11 contains 12448 members 
Mstep: Class 12 contains 18783 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 172237 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 60208 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 20739 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435144.000000 Penalty: 75135.828125
Iteration 90Q: 23 clusters Score -1.264351e+08 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23597 members 
Mstep: Class 3 contains 78822 members 
Mstep: Class 4 contains 80562 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 6 contains 24853 members 
Mstep: Class 7 contains 79952 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 201779 members 
Mstep: Class 10 contains 144741 members 
Mstep: Class 11 contains 12453 members 
Mstep: Class 12 contains 18800 members 
Mstep: Class 13 contains 1891 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 174922 members 
Mstep: Class 16 contains 21486 members 
Mstep: Class 17 contains 55564 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435648.000000 Penalty: 75135.828125
Iteration 91Q: 23 clusters Score -1.264356e+08 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23604 members 
Mstep: Class 3 contains 78641 members 
Mstep: Class 4 contains 81414 members 
Mstep: Class 5 contains 8446 members 
Mstep: Class 6 contains 25086 members 
Mstep: Class 7 contains 80740 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 199980 members 
Mstep: Class 10 contains 146207 members 
Mstep: Class 11 contains 12456 members 
Mstep: Class 12 contains 18820 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 177004 members 
Mstep: Class 16 contains 21506 members 
Mstep: Class 17 contains 51989 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435872.000000 Penalty: 75135.828125
Iteration 92Q: 23 clusters Score -1.264359e+08 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23599 members 
Mstep: Class 3 contains 78388 members 
Mstep: Class 4 contains 82191 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 25258 members 
Mstep: Class 7 contains 81469 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 198207 members 
Mstep: Class 10 contains 147636 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 18862 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 178469 members 
Mstep: Class 16 contains 21524 members 
Mstep: Class 17 contains 49288 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 21029 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435736.000000 Penalty: 75135.828125
Iteration 93Q: 23 clusters Score -1.264357e+08 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23597 members 
Mstep: Class 3 contains 78167 members 
Mstep: Class 4 contains 82995 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 25411 members 
Mstep: Class 7 contains 82176 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 196369 members 
Mstep: Class 10 contains 149168 members 
Mstep: Class 11 contains 12468 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 179383 members 
Mstep: Class 16 contains 21543 members 
Mstep: Class 17 contains 47098 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 21125 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126436112.000000 Penalty: 75135.828125
Iteration 94Q: 23 clusters Score -1.264361e+08 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23603 members 
Mstep: Class 3 contains 77915 members 
Mstep: Class 4 contains 83861 members 
Mstep: Class 5 contains 8403 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 82764 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 194567 members 
Mstep: Class 10 contains 150789 members 
Mstep: Class 11 contains 12472 members 
Mstep: Class 12 contains 18925 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 179812 members 
Mstep: Class 16 contains 21557 members 
Mstep: Class 17 contains 45432 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 21183 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126436016.000000 Penalty: 75135.828125
Iteration 95Q: 23 clusters Score -1.26436e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23608 members 
Mstep: Class 3 contains 77678 members 
Mstep: Class 4 contains 84628 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 25645 members 
Mstep: Class 7 contains 83245 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 193018 members 
Mstep: Class 10 contains 152380 members 
Mstep: Class 11 contains 12476 members 
Mstep: Class 12 contains 18943 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 179844 members 
Mstep: Class 16 contains 21587 members 
Mstep: Class 17 contains 44146 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21218 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435472.000000 Penalty: 75135.828125
Iteration 96Q: 23 clusters Score -1.264355e+08 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23607 members 
Mstep: Class 3 contains 77449 members 
Mstep: Class 4 contains 85408 members 
Mstep: Class 5 contains 8370 members 
Mstep: Class 6 contains 25728 members 
Mstep: Class 7 contains 83681 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 191311 members 
Mstep: Class 10 contains 154103 members 
Mstep: Class 11 contains 12478 members 
Mstep: Class 12 contains 18967 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 179642 members 
Mstep: Class 16 contains 21605 members 
Mstep: Class 17 contains 43171 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21284 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435496.000000 Penalty: 75135.828125
Iteration 97Q: 23 clusters Score -1.264355e+08 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23600 members 
Mstep: Class 3 contains 77221 members 
Mstep: Class 4 contains 86182 members 
Mstep: Class 5 contains 8352 members 
Mstep: Class 6 contains 25793 members 
Mstep: Class 7 contains 84112 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 189508 members 
Mstep: Class 10 contains 155882 members 
Mstep: Class 11 contains 12483 members 
Mstep: Class 12 contains 18983 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 179267 members 
Mstep: Class 16 contains 21626 members 
Mstep: Class 17 contains 42429 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21366 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435256.000000 Penalty: 75135.828125
Iteration 98Q: 23 clusters Score -1.264353e+08 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23598 members 
Mstep: Class 3 contains 77016 members 
Mstep: Class 4 contains 86865 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 25849 members 
Mstep: Class 7 contains 84523 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 187736 members 
Mstep: Class 10 contains 157677 members 
Mstep: Class 11 contains 12495 members 
Mstep: Class 12 contains 19005 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 178749 members 
Mstep: Class 16 contains 21635 members 
Mstep: Class 17 contains 41876 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21451 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435296.000000 Penalty: 75135.828125
Iteration 99Q: 23 clusters Score -1.264353e+08 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23596 members 
Mstep: Class 3 contains 76836 members 
Mstep: Class 4 contains 87508 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 84868 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 186086 members 
Mstep: Class 10 contains 159414 members 
Mstep: Class 11 contains 12505 members 
Mstep: Class 12 contains 19017 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 178109 members 
Mstep: Class 16 contains 21650 members 
Mstep: Class 17 contains 41476 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21527 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438208.000000 Penalty: 75135.828125
Iteration 100F: 23 clusters Score -1.264382e+08 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23583 members 
Mstep: Class 3 contains 76656 members 
Mstep: Class 4 contains 88069 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 25951 members 
Mstep: Class 7 contains 85176 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 189487 members 
Mstep: Class 10 contains 161235 members 
Mstep: Class 11 contains 12519 members 
Mstep: Class 12 contains 19031 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 177422 members 
Mstep: Class 16 contains 21667 members 
Mstep: Class 17 contains 36118 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21594 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438472.000000 Penalty: 75135.828125
Iteration 101Q: 23 clusters Score -1.264385e+08 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23567 members 
Mstep: Class 3 contains 76371 members 
Mstep: Class 4 contains 88652 members 
Mstep: Class 5 contains 8303 members 
Mstep: Class 6 contains 26024 members 
Mstep: Class 7 contains 85610 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 191621 members 
Mstep: Class 10 contains 163247 members 
Mstep: Class 11 contains 12527 members 
Mstep: Class 12 contains 19056 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 176910 members 
Mstep: Class 16 contains 21676 members 
Mstep: Class 17 contains 31641 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21629 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439152.000000 Penalty: 75135.828125
Iteration 102Q: 23 clusters Score -1.264392e+08 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23565 members 
Mstep: Class 3 contains 76101 members 
Mstep: Class 4 contains 89259 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 26081 members 
Mstep: Class 7 contains 86126 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 192911 members 
Mstep: Class 10 contains 165352 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 19081 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 176230 members 
Mstep: Class 16 contains 21687 members 
Mstep: Class 17 contains 27956 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21678 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439088.000000 Penalty: 75135.828125
Iteration 103Q: 23 clusters Score -1.264391e+08 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23580 members 
Mstep: Class 3 contains 75829 members 
Mstep: Class 4 contains 89796 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 26147 members 
Mstep: Class 7 contains 86685 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 193681 members 
Mstep: Class 10 contains 167465 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 19091 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 175382 members 
Mstep: Class 16 contains 21698 members 
Mstep: Class 17 contains 24946 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21748 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439568.000000 Penalty: 75135.828125
Iteration 104Q: 23 clusters Score -1.264396e+08 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23589 members 
Mstep: Class 3 contains 75543 members 
Mstep: Class 4 contains 90406 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 26194 members 
Mstep: Class 7 contains 87210 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 194106 members 
Mstep: Class 10 contains 169418 members 
Mstep: Class 11 contains 12538 members 
Mstep: Class 12 contains 19109 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 174481 members 
Mstep: Class 16 contains 21713 members 
Mstep: Class 17 contains 22496 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21811 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439768.000000 Penalty: 75135.828125
Iteration 105Q: 23 clusters Score -1.264398e+08 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23600 members 
Mstep: Class 3 contains 75227 members 
Mstep: Class 4 contains 91036 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 26247 members 
Mstep: Class 7 contains 87699 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 194406 members 
Mstep: Class 10 contains 171142 members 
Mstep: Class 11 contains 12545 members 
Mstep: Class 12 contains 19099 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 173576 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21855 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440208.000000 Penalty: 75135.828125
Iteration 106Q: 23 clusters Score -1.264402e+08 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23603 members 
Mstep: Class 3 contains 74890 members 
Mstep: Class 4 contains 91753 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 26307 members 
Mstep: Class 7 contains 88193 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 194693 members 
Mstep: Class 10 contains 172520 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 19103 members 
Mstep: Class 13 contains 1891 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 172628 members 
Mstep: Class 16 contains 21738 members 
Mstep: Class 17 contains 18791 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 21905 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441240.000000 Penalty: 75135.828125
Iteration 107Q: 23 clusters Score -1.264412e+08 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23618 members 
Mstep: Class 3 contains 74597 members 
Mstep: Class 4 contains 92438 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 26343 members 
Mstep: Class 7 contains 88632 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 195045 members 
Mstep: Class 10 contains 173430 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 19095 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 171955 members 
Mstep: Class 16 contains 21742 members 
Mstep: Class 17 contains 17298 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 21960 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440976.000000 Penalty: 75135.828125
Iteration 108Q: 23 clusters Score -1.26441e+08 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23625 members 
Mstep: Class 3 contains 74336 members 
Mstep: Class 4 contains 93150 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 26361 members 
Mstep: Class 7 contains 89072 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 195281 members 
Mstep: Class 10 contains 174069 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 19085 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 171402 members 
Mstep: Class 16 contains 21743 members 
Mstep: Class 17 contains 16045 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 22010 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441328.000000 Penalty: 75135.828125
Iteration 109Q: 23 clusters Score -1.264413e+08 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 74122 members 
Mstep: Class 4 contains 93857 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 89575 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 195456 members 
Mstep: Class 10 contains 174330 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 19079 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 170962 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 14989 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 22038 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440888.000000 Penalty: 75135.828125
Iteration 110Q: 23 clusters Score -1.264409e+08 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23656 members 
Mstep: Class 3 contains 73896 members 
Mstep: Class 4 contains 94539 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 26445 members 
Mstep: Class 7 contains 90119 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 195726 members 
Mstep: Class 10 contains 174356 members 
Mstep: Class 11 contains 12563 members 
Mstep: Class 12 contains 19063 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 170532 members 
Mstep: Class 16 contains 21770 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 22085 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440768.000000 Penalty: 75135.828125
Iteration 111Q: 23 clusters Score -1.264408e+08 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23663 members 
Mstep: Class 3 contains 73703 members 
Mstep: Class 4 contains 95103 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 26521 members 
Mstep: Class 7 contains 90705 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 195903 members 
Mstep: Class 10 contains 174228 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 19045 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 170247 members 
Mstep: Class 16 contains 21784 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 22107 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440952.000000 Penalty: 75135.828125
Iteration 112Q: 23 clusters Score -1.26441e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23682 members 
Mstep: Class 3 contains 73500 members 
Mstep: Class 4 contains 95626 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 26601 members 
Mstep: Class 7 contains 91307 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 196025 members 
Mstep: Class 10 contains 173965 members 
Mstep: Class 11 contains 12567 members 
Mstep: Class 12 contains 19021 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 170070 members 
Mstep: Class 16 contains 21786 members 
Mstep: Class 17 contains 12576 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 22117 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441152.000000 Penalty: 75135.828125
Iteration 113Q: 23 clusters Score -1.264412e+08 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23712 members 
Mstep: Class 3 contains 73320 members 
Mstep: Class 4 contains 96064 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 26678 members 
Mstep: Class 7 contains 91944 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 196108 members 
Mstep: Class 10 contains 173548 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 19011 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169948 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 12024 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22133 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441208.000000 Penalty: 75135.828125
Iteration 114Q: 23 clusters Score -1.264412e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23731 members 
Mstep: Class 3 contains 73151 members 
Mstep: Class 4 contains 96451 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 92535 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 196277 members 
Mstep: Class 10 contains 173074 members 
Mstep: Class 11 contains 12574 members 
Mstep: Class 12 contains 18994 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169877 members 
Mstep: Class 16 contains 21803 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22158 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441032.000000 Penalty: 75135.828125
Iteration 115Q: 23 clusters Score -1.26441e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23751 members 
Mstep: Class 3 contains 73001 members 
Mstep: Class 4 contains 96744 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 26818 members 
Mstep: Class 7 contains 93149 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 196457 members 
Mstep: Class 10 contains 172668 members 
Mstep: Class 11 contains 12577 members 
Mstep: Class 12 contains 18981 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169737 members 
Mstep: Class 16 contains 21811 members 
Mstep: Class 17 contains 11016 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22166 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441176.000000 Penalty: 75135.828125
Iteration 116Q: 23 clusters Score -1.264412e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23770 members 
Mstep: Class 3 contains 72856 members 
Mstep: Class 4 contains 96967 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 26898 members 
Mstep: Class 7 contains 93787 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 196624 members 
Mstep: Class 10 contains 172249 members 
Mstep: Class 11 contains 12581 members 
Mstep: Class 12 contains 18973 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169607 members 
Mstep: Class 16 contains 21818 members 
Mstep: Class 17 contains 10590 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22179 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441400.000000 Penalty: 75135.828125
Iteration 117Q: 23 clusters Score -1.264414e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23790 members 
Mstep: Class 3 contains 72747 members 
Mstep: Class 4 contains 97096 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 26972 members 
Mstep: Class 7 contains 94425 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 196735 members 
Mstep: Class 10 contains 171893 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169456 members 
Mstep: Class 16 contains 21820 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22188 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 23 clusters Score -1.26441e+08 nChanged 2695
Entering ConstructFrom: 
Score: -126440984.000000 Penalty: 75135.828125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103851.882812 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101999.632812 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -101999.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102283.000000 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102283 nChanged 60
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: -102341.398438 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102341.4 nChanged 22
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: -102366.281250 Penalty: 3427.732422
	Iteration 3Q: 3 clusters Score -102366.3 nChanged 14
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: -102389.375000 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -102389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102410.734375 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -102410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102419.828125 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -102419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102427.835938 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -102427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102441.625000 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -102441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102448.062500 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -102448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102452.242188 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -102452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102461.078125 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -102461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102465.359375 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -102465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102466.609375 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -102466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -102467.609375 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -102467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102468.093750 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -102468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102468.093750 Penalty: 3427.732422
	Iteration 16F: 3 clusters Score -102468.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -3116190.750000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -3116191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3099674.250000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -3099674 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3105404.000000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -3105404 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3105926.250000 Penalty: 4998.494141
	Iteration 2F: 3 clusters Score -3105926 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3106436.750000 Penalty: 4998.494141
	Iteration 3Q: 3 clusters Score -3106437 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3106911.250000 Penalty: 4998.494141
	Iteration 4Q: 3 clusters Score -3106911 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3107351.000000 Penalty: 4998.494141
	Iteration 5Q: 3 clusters Score -3107351 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3107737.750000 Penalty: 4998.494141
	Iteration 6Q: 3 clusters Score -3107738 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3108139.000000 Penalty: 4998.494141
	Iteration 7Q: 3 clusters Score -3108139 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3108464.000000 Penalty: 4998.494141
	Iteration 8Q: 3 clusters Score -3108464 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3108732.000000 Penalty: 4998.494141
	Iteration 9Q: 3 clusters Score -3108732 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3108990.500000 Penalty: 4998.494141
	Iteration 10Q: 3 clusters Score -3108990 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3109283.750000 Penalty: 4998.494141
	Iteration 11Q: 3 clusters Score -3109284 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3109588.500000 Penalty: 4998.494141
	Iteration 12Q: 3 clusters Score -3109588 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3109905.000000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -3109905 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3110230.500000 Penalty: 4998.494141
	Iteration 14Q: 3 clusters Score -3110230 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3110627.750000 Penalty: 4998.494141
	Iteration 15Q: 3 clusters Score -3110628 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3110995.750000 Penalty: 4998.494141
	Iteration 16Q: 3 clusters Score -3110996 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3111359.750000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -3111360 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3111717.250000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -3111717 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3112039.000000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -3112039 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3112389.250000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -3112389 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3112710.250000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -3112710 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3113027.500000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -3113028 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3113334.250000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -3113334 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3113676.500000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -3113676 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3113967.250000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -3113967 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3114194.750000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -3114195 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3114414.250000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -3114414 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3114596.250000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -3114596 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3114784.250000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -3114784 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3114953.500000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -3114954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3115079.250000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -3115079 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3115144.250000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -3115144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3115189.250000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -3115189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3115214.250000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -3115214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3115232.500000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -3115232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3115252.250000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -3115252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3115279.000000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -3115279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3115277.000000 Penalty: 4998.494141
	Iteration 38Q: 3 clusters Score -3115277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3115285.000000 Penalty: 4998.494141
	Iteration 39Q: 3 clusters Score -3115285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3115285.500000 Penalty: 4998.494141
	Iteration 40F: 3 clusters Score -3115286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3115293.000000 Penalty: 4998.494141
	Iteration 41Q: 3 clusters Score -3115293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3115292.000000 Penalty: 4998.494141
	Iteration 42Q: 3 clusters Score -3115292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3115297.750000 Penalty: 4998.494141
	Iteration 43Q: 3 clusters Score -3115298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3115304.250000 Penalty: 4998.494141
	Iteration 44Q: 3 clusters Score -3115304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3115298.750000 Penalty: 4998.494141
	Iteration 45Q: 3 clusters Score -3115299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3115306.500000 Penalty: 4998.494141
	Iteration 46Q: 3 clusters Score -3115306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3115306.250000 Penalty: 4998.494141
	Iteration 47Q: 3 clusters Score -3115306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3115305.750000 Penalty: 4998.494141
	Iteration 48Q: 3 clusters Score -3115306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3115305.750000 Penalty: 4998.494141
	Iteration 49F: 3 clusters Score -3115306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Entering Unmasked Estep 
Score: -9580290.000000 Penalty: 2775.767334
	Iteration 0F: 2 clusters Score -9580290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -9531591.000000 Penalty: 5551.534668
	Iteration 0F: 3 clusters Score -9531591 nChanged 34045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -9550556.000000 Penalty: 5551.534668
	Iteration 1F: 3 clusters Score -9550556 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -9551111.000000 Penalty: 5551.534668
	Iteration 2Q: 3 clusters Score -9551111 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -9551581.000000 Penalty: 5551.534668
	Iteration 3Q: 3 clusters Score -9551581 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -9552072.000000 Penalty: 5551.534668
	Iteration 4Q: 3 clusters Score -9552072 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -9552620.000000 Penalty: 5551.534668
	Iteration 5Q: 3 clusters Score -9552620 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -9553362.000000 Penalty: 5551.534668
	Iteration 6Q: 3 clusters Score -9553362 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -9554307.000000 Penalty: 5551.534668
	Iteration 7Q: 3 clusters Score -9554307 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -9555588.000000 Penalty: 5551.534668
	Iteration 8Q: 3 clusters Score -9555588 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -9557461.000000 Penalty: 5551.534668
	Iteration 9F: 3 clusters Score -9557461 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9559798.000000 Penalty: 5551.534668
	Iteration 10F: 3 clusters Score -9559798 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -9562673.000000 Penalty: 5551.534668
	Iteration 11F: 3 clusters Score -9562673 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -9565626.000000 Penalty: 5551.534668
	Iteration 12F: 3 clusters Score -9565626 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -9568343.000000 Penalty: 5551.534668
	Iteration 13F: 3 clusters Score -9568343 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -9570784.000000 Penalty: 5551.534668
	Iteration 14Q: 3 clusters Score -9570784 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -9572720.000000 Penalty: 5551.534668
	Iteration 15Q: 3 clusters Score -9572720 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -9574228.000000 Penalty: 5551.534668
	Iteration 16Q: 3 clusters Score -9574228 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9575453.000000 Penalty: 5551.534668
	Iteration 17Q: 3 clusters Score -9575453 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9576320.000000 Penalty: 5551.534668
	Iteration 18Q: 3 clusters Score -9576320 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9576811.000000 Penalty: 5551.534668
	Iteration 19Q: 3 clusters Score -9576811 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9577154.000000 Penalty: 5551.534668
	Iteration 20F: 3 clusters Score -9577154 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9577361.000000 Penalty: 5551.534668
	Iteration 21Q: 3 clusters Score -9577361 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9577511.000000 Penalty: 5551.534668
	Iteration 22Q: 3 clusters Score -9577511 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9577592.000000 Penalty: 5551.534668
	Iteration 23Q: 3 clusters Score -9577592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9577673.000000 Penalty: 5551.534668
	Iteration 24Q: 3 clusters Score -9577673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9577716.000000 Penalty: 5551.534668
	Iteration 25Q: 3 clusters Score -9577716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9577729.000000 Penalty: 5551.534668
	Iteration 26Q: 3 clusters Score -9577729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9577749.000000 Penalty: 5551.534668
	Iteration 27Q: 3 clusters Score -9577749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9577770.000000 Penalty: 5551.534668
	Iteration 28Q: 3 clusters Score -9577770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9577776.000000 Penalty: 5551.534668
	Iteration 29Q: 3 clusters Score -9577776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9577799.000000 Penalty: 5551.534668
	Iteration 30Q: 3 clusters Score -9577799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9577824.000000 Penalty: 5551.534668
	Iteration 31Q: 3 clusters Score -9577824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9577838.000000 Penalty: 5551.534668
	Iteration 32Q: 3 clusters Score -9577838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9577843.000000 Penalty: 5551.534668
	Iteration 33Q: 3 clusters Score -9577843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9577836.000000 Penalty: 5551.534668
	Iteration 34Q: 3 clusters Score -9577836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9577843.000000 Penalty: 5551.534668
	Iteration 35Q: 3 clusters Score -9577843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9577855.000000 Penalty: 5551.534668
	Iteration 36Q: 3 clusters Score -9577855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9577859.000000 Penalty: 5551.534668
	Iteration 37Q: 3 clusters Score -9577859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9577856.000000 Penalty: 5551.534668
	Iteration 38Q: 3 clusters Score -9577856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9577851.000000 Penalty: 5551.534668
	Iteration 39Q: 3 clusters Score -9577851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9577854.000000 Penalty: 5551.534668
	Iteration 40F: 3 clusters Score -9577854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9577860.000000 Penalty: 5551.534668
	Iteration 41Q: 3 clusters Score -9577860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9577859.000000 Penalty: 5551.534668
	Iteration 42Q: 3 clusters Score -9577859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9577860.000000 Penalty: 5551.534668
	Iteration 43Q: 3 clusters Score -9577860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9577868.000000 Penalty: 5551.534668
	Iteration 44Q: 3 clusters Score -9577868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9577873.000000 Penalty: 5551.534668
	Iteration 45Q: 3 clusters Score -9577873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9577873.000000 Penalty: 5551.534668
	Iteration 46Q: 3 clusters Score -9577873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9577875.000000 Penalty: 5551.534668
	Iteration 47Q: 3 clusters Score -9577875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9577887.000000 Penalty: 5551.534668
	Iteration 48Q: 3 clusters Score -9577887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9577889.000000 Penalty: 5551.534668
	Iteration 49Q: 3 clusters Score -9577889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9577895.000000 Penalty: 5551.534668
	Iteration 50Q: 3 clusters Score -9577895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9577894.000000 Penalty: 5551.534668
	Iteration 51Q: 3 clusters Score -9577894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9577894.000000 Penalty: 5551.534668
	Iteration 52Q: 3 clusters Score -9577894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9577894.000000 Penalty: 5551.534668
	Iteration 53F: 3 clusters Score -9577894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Entering Unmasked Estep 
Score: -13205725.000000 Penalty: 2848.193115
	Iteration 0F: 2 clusters Score -1.320572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -13140684.000000 Penalty: 5696.386230
	Iteration 0F: 3 clusters Score -1.314068e+07 nChanged 46045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -13167053.000000 Penalty: 5696.386230
	Iteration 1F: 3 clusters Score -1.316705e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -13167896.000000 Penalty: 5696.386230
	Iteration 2Q: 3 clusters Score -1.31679e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -13169162.000000 Penalty: 5696.386230
	Iteration 3Q: 3 clusters Score -1.316916e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -13171001.000000 Penalty: 5696.386230
	Iteration 4Q: 3 clusters Score -1.3171e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -13173950.000000 Penalty: 5696.386230
	Iteration 5F: 3 clusters Score -1.317395e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -13178710.000000 Penalty: 5696.386230
	Iteration 6F: 3 clusters Score -1.317871e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -13185110.000000 Penalty: 5696.386230
	Iteration 7F: 3 clusters Score -1.318511e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -13191843.000000 Penalty: 5696.386230
	Iteration 8F: 3 clusters Score -1.319184e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -13197215.000000 Penalty: 5696.386230
	Iteration 9F: 3 clusters Score -1.319722e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -13200427.000000 Penalty: 5696.386230
	Iteration 10Q: 3 clusters Score -1.320043e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -13201953.000000 Penalty: 5696.386230
	Iteration 11Q: 3 clusters Score -1.320195e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -13202563.000000 Penalty: 5696.386230
	Iteration 12Q: 3 clusters Score -1.320256e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -13202794.000000 Penalty: 5696.386230
	Iteration 13Q: 3 clusters Score -1.320279e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -13202970.000000 Penalty: 5696.386230
	Iteration 14Q: 3 clusters Score -1.320297e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -13203039.000000 Penalty: 5696.386230
	Iteration 15Q: 3 clusters Score -1.320304e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -13203115.000000 Penalty: 5696.386230
	Iteration 16Q: 3 clusters Score -1.320312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -13203180.000000 Penalty: 5696.386230
	Iteration 17Q: 3 clusters Score -1.320318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -13203192.000000 Penalty: 5696.386230
	Iteration 18Q: 3 clusters Score -1.320319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -13203205.000000 Penalty: 5696.386230
	Iteration 19Q: 3 clusters Score -1.32032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 96831 members 
Entering Unmasked Estep 
Score: -13203207.000000 Penalty: 5696.386230
	Iteration 20F: 3 clusters Score -1.320321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -13203221.000000 Penalty: 5696.386230
	Iteration 21Q: 3 clusters Score -1.320322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -13203231.000000 Penalty: 5696.386230
	Iteration 22Q: 3 clusters Score -1.320323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -13203239.000000 Penalty: 5696.386230
	Iteration 23Q: 3 clusters Score -1.320324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -13203238.000000 Penalty: 5696.386230
	Iteration 24Q: 3 clusters Score -1.320324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -13203238.000000 Penalty: 5696.386230
	Iteration 25F: 3 clusters Score -1.320324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -1028560.812500 Penalty: 2228.452637
	Iteration 0F: 2 clusters Score -1028561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1022215.125000 Penalty: 4456.905273
	Iteration 0F: 3 clusters Score -1022215 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1024013.062500 Penalty: 4456.905273
	Iteration 1F: 3 clusters Score -1024013 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1024369.625000 Penalty: 4456.905273
	Iteration 2F: 3 clusters Score -1024370 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1024766.437500 Penalty: 4456.905273
	Iteration 3F: 3 clusters Score -1024766 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1025241.000000 Penalty: 4456.905273
	Iteration 4F: 3 clusters Score -1025241 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1025685.937500 Penalty: 4456.905273
	Iteration 5F: 3 clusters Score -1025686 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1026101.312500 Penalty: 4456.905273
	Iteration 6F: 3 clusters Score -1026101 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1026421.625000 Penalty: 4456.905273
	Iteration 7F: 3 clusters Score -1026422 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1026680.937500 Penalty: 4456.905273
	Iteration 8Q: 3 clusters Score -1026681 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1026855.687500 Penalty: 4456.905273
	Iteration 9Q: 3 clusters Score -1026856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1026967.062500 Penalty: 4456.905273
	Iteration 10Q: 3 clusters Score -1026967 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1027061.562500 Penalty: 4456.905273
	Iteration 11Q: 3 clusters Score -1027062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1027134.500000 Penalty: 4456.905273
	Iteration 12Q: 3 clusters Score -1027134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1027200.375000 Penalty: 4456.905273
	Iteration 13Q: 3 clusters Score -1027200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1027236.625000 Penalty: 4456.905273
	Iteration 14Q: 3 clusters Score -1027237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1027258.875000 Penalty: 4456.905273
	Iteration 15Q: 3 clusters Score -1027259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1027272.937500 Penalty: 4456.905273
	Iteration 16Q: 3 clusters Score -1027273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1027284.250000 Penalty: 4456.905273
	Iteration 17Q: 3 clusters Score -1027284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1027290.687500 Penalty: 4456.905273
	Iteration 18Q: 3 clusters Score -1027291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1027300.312500 Penalty: 4456.905273
	Iteration 19Q: 3 clusters Score -1027300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1027299.250000 Penalty: 4456.905273
	Iteration 20F: 3 clusters Score -1027299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1027306.687500 Penalty: 4456.905273
	Iteration 21Q: 3 clusters Score -1027307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1027310.187500 Penalty: 4456.905273
	Iteration 22Q: 3 clusters Score -1027310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1027308.687500 Penalty: 4456.905273
	Iteration 23Q: 3 clusters Score -1027309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1027311.250000 Penalty: 4456.905273
	Iteration 24Q: 3 clusters Score -1027311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1027311.687500 Penalty: 4456.905273
	Iteration 25Q: 3 clusters Score -1027312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1027315.125000 Penalty: 4456.905273
	Iteration 26Q: 3 clusters Score -1027315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1027317.500000 Penalty: 4456.905273
	Iteration 27Q: 3 clusters Score -1027318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1027321.125000 Penalty: 4456.905273
	Iteration 28Q: 3 clusters Score -1027321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1027321.000000 Penalty: 4456.905273
	Iteration 29Q: 3 clusters Score -1027321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1027322.187500 Penalty: 4456.905273
	Iteration 30Q: 3 clusters Score -1027322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1027322.062500 Penalty: 4456.905273
	Iteration 31Q: 3 clusters Score -1027322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1027322.062500 Penalty: 4456.905273
	Iteration 32F: 3 clusters Score -1027322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Entering Unmasked Estep 
Score: -3708002.000000 Penalty: 2530.711182
	Iteration 0F: 2 clusters Score -3708002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3689382.000000 Penalty: 5061.422363
	Iteration 0F: 3 clusters Score -3689382 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3695878.250000 Penalty: 5061.422363
	Iteration 1F: 3 clusters Score -3695878 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3696324.750000 Penalty: 5061.422363
	Iteration 2Q: 3 clusters Score -3696325 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3696833.000000 Penalty: 5061.422363
	Iteration 3Q: 3 clusters Score -3696833 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3697435.250000 Penalty: 5061.422363
	Iteration 4Q: 3 clusters Score -3697435 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3698225.750000 Penalty: 5061.422363
	Iteration 5F: 3 clusters Score -3698226 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3699262.500000 Penalty: 5061.422363
	Iteration 6F: 3 clusters Score -3699262 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3700684.250000 Penalty: 5061.422363
	Iteration 7F: 3 clusters Score -3700684 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3702261.000000 Penalty: 5061.422363
	Iteration 8F: 3 clusters Score -3702261 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3703520.750000 Penalty: 5061.422363
	Iteration 9F: 3 clusters Score -3703521 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3704211.000000 Penalty: 5061.422363
	Iteration 10Q: 3 clusters Score -3704211 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3704537.750000 Penalty: 5061.422363
	Iteration 11Q: 3 clusters Score -3704538 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3704717.000000 Penalty: 5061.422363
	Iteration 12Q: 3 clusters Score -3704717 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3704822.250000 Penalty: 5061.422363
	Iteration 13Q: 3 clusters Score -3704822 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3704944.250000 Penalty: 5061.422363
	Iteration 14Q: 3 clusters Score -3704944 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3704999.250000 Penalty: 5061.422363
	Iteration 15Q: 3 clusters Score -3704999 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3705057.000000 Penalty: 5061.422363
	Iteration 16Q: 3 clusters Score -3705057 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3705102.750000 Penalty: 5061.422363
	Iteration 17Q: 3 clusters Score -3705103 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3705161.500000 Penalty: 5061.422363
	Iteration 18Q: 3 clusters Score -3705162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3705221.500000 Penalty: 5061.422363
	Iteration 19Q: 3 clusters Score -3705222 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3705257.500000 Penalty: 5061.422363
	Iteration 20F: 3 clusters Score -3705258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3705290.500000 Penalty: 5061.422363
	Iteration 21Q: 3 clusters Score -3705290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3705326.500000 Penalty: 5061.422363
	Iteration 22Q: 3 clusters Score -3705326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3705363.000000 Penalty: 5061.422363
	Iteration 23Q: 3 clusters Score -3705363 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3705390.750000 Penalty: 5061.422363
	Iteration 24Q: 3 clusters Score -3705391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3705401.750000 Penalty: 5061.422363
	Iteration 25Q: 3 clusters Score -3705402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3705437.500000 Penalty: 5061.422363
	Iteration 26Q: 3 clusters Score -3705438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3705447.000000 Penalty: 5061.422363
	Iteration 27Q: 3 clusters Score -3705447 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3705477.000000 Penalty: 5061.422363
	Iteration 28Q: 3 clusters Score -3705477 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3705508.500000 Penalty: 5061.422363
	Iteration 29Q: 3 clusters Score -3705508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3705518.500000 Penalty: 5061.422363
	Iteration 30Q: 3 clusters Score -3705518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3705527.500000 Penalty: 5061.422363
	Iteration 31Q: 3 clusters Score -3705528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3705557.750000 Penalty: 5061.422363
	Iteration 32Q: 3 clusters Score -3705558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3705577.750000 Penalty: 5061.422363
	Iteration 33Q: 3 clusters Score -3705578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3705593.750000 Penalty: 5061.422363
	Iteration 34Q: 3 clusters Score -3705594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3705616.250000 Penalty: 5061.422363
	Iteration 35Q: 3 clusters Score -3705616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3705638.250000 Penalty: 5061.422363
	Iteration 36Q: 3 clusters Score -3705638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3705664.750000 Penalty: 5061.422363
	Iteration 37Q: 3 clusters Score -3705665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3705683.750000 Penalty: 5061.422363
	Iteration 38Q: 3 clusters Score -3705684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3705711.500000 Penalty: 5061.422363
	Iteration 39Q: 3 clusters Score -3705712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3705743.500000 Penalty: 5061.422363
	Iteration 40F: 3 clusters Score -3705744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3705765.250000 Penalty: 5061.422363
	Iteration 41Q: 3 clusters Score -3705765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3705778.750000 Penalty: 5061.422363
	Iteration 42Q: 3 clusters Score -3705779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3705795.500000 Penalty: 5061.422363
	Iteration 43Q: 3 clusters Score -3705796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3705816.000000 Penalty: 5061.422363
	Iteration 44Q: 3 clusters Score -3705816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3705832.750000 Penalty: 5061.422363
	Iteration 45Q: 3 clusters Score -3705833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3705851.250000 Penalty: 5061.422363
	Iteration 46Q: 3 clusters Score -3705851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3705863.250000 Penalty: 5061.422363
	Iteration 47Q: 3 clusters Score -3705863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3705867.750000 Penalty: 5061.422363
	Iteration 48Q: 3 clusters Score -3705868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3705867.750000 Penalty: 5061.422363
	Iteration 49Q: 3 clusters Score -3705868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3705866.000000 Penalty: 5061.422363
	Iteration 50Q: 3 clusters Score -3705866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3705873.250000 Penalty: 5061.422363
	Iteration 51Q: 3 clusters Score -3705873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3705876.000000 Penalty: 5061.422363
	Iteration 52Q: 3 clusters Score -3705876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3705877.000000 Penalty: 5061.422363
	Iteration 53Q: 3 clusters Score -3705877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3705873.750000 Penalty: 5061.422363
	Iteration 54Q: 3 clusters Score -3705874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3705881.500000 Penalty: 5061.422363
	Iteration 55Q: 3 clusters Score -3705882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3705873.500000 Penalty: 5061.422363
	Iteration 56Q: 3 clusters Score -3705874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3705881.250000 Penalty: 5061.422363
	Iteration 57Q: 3 clusters Score -3705881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3705882.250000 Penalty: 5061.422363
	Iteration 58Q: 3 clusters Score -3705882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3705885.000000 Penalty: 5061.422363
	Iteration 59Q: 3 clusters Score -3705885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3705886.250000 Penalty: 5061.422363
	Iteration 60F: 3 clusters Score -3705886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3705888.500000 Penalty: 5061.422363
	Iteration 61Q: 3 clusters Score -3705888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3705892.750000 Penalty: 5061.422363
	Iteration 62Q: 3 clusters Score -3705893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3705898.750000 Penalty: 5061.422363
	Iteration 63Q: 3 clusters Score -3705899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3705911.250000 Penalty: 5061.422363
	Iteration 64Q: 3 clusters Score -3705911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3705909.500000 Penalty: 5061.422363
	Iteration 65Q: 3 clusters Score -3705910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3705908.500000 Penalty: 5061.422363
	Iteration 66Q: 3 clusters Score -3705908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3705915.750000 Penalty: 5061.422363
	Iteration 67Q: 3 clusters Score -3705916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3705918.250000 Penalty: 5061.422363
	Iteration 68Q: 3 clusters Score -3705918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3705917.750000 Penalty: 5061.422363
	Iteration 69Q: 3 clusters Score -3705918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3705919.750000 Penalty: 5061.422363
	Iteration 70Q: 3 clusters Score -3705920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3705932.750000 Penalty: 5061.422363
	Iteration 71Q: 3 clusters Score -3705933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3705935.750000 Penalty: 5061.422363
	Iteration 72Q: 3 clusters Score -3705936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3705933.750000 Penalty: 5061.422363
	Iteration 73Q: 3 clusters Score -3705934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3705939.500000 Penalty: 5061.422363
	Iteration 74Q: 3 clusters Score -3705940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3705939.000000 Penalty: 5061.422363
	Iteration 75Q: 3 clusters Score -3705939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3705938.250000 Penalty: 5061.422363
	Iteration 76Q: 3 clusters Score -3705938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3705938.750000 Penalty: 5061.422363
	Iteration 77Q: 3 clusters Score -3705939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3705939.250000 Penalty: 5061.422363
	Iteration 78Q: 3 clusters Score -3705939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3705938.750000 Penalty: 5061.422363
	Iteration 79Q: 3 clusters Score -3705939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3705939.000000 Penalty: 5061.422363
	Iteration 80F: 3 clusters Score -3705939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Entering Unmasked Estep 
Score: -12896955.000000 Penalty: 2842.563232
	Iteration 0F: 2 clusters Score -1.289696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -12833434.000000 Penalty: 5685.126465
	Iteration 0F: 3 clusters Score -1.283343e+07 nChanged 44928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -12858820.000000 Penalty: 5685.126465
	Iteration 1F: 3 clusters Score -1.285882e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -12859517.000000 Penalty: 5685.126465
	Iteration 2Q: 3 clusters Score -1.285952e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -12860309.000000 Penalty: 5685.126465
	Iteration 3Q: 3 clusters Score -1.286031e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -12861294.000000 Penalty: 5685.126465
	Iteration 4Q: 3 clusters Score -1.286129e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -12862567.000000 Penalty: 5685.126465
	Iteration 5Q: 3 clusters Score -1.286257e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -12864249.000000 Penalty: 5685.126465
	Iteration 6Q: 3 clusters Score -1.286425e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -12866625.000000 Penalty: 5685.126465
	Iteration 7Q: 3 clusters Score -1.286662e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -12869944.000000 Penalty: 5685.126465
	Iteration 8F: 3 clusters Score -1.286994e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -12873864.000000 Penalty: 5685.126465
	Iteration 9F: 3 clusters Score -1.287386e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -12877920.000000 Penalty: 5685.126465
	Iteration 10F: 3 clusters Score -1.287792e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -12881628.000000 Penalty: 5685.126465
	Iteration 11F: 3 clusters Score -1.288163e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -12884794.000000 Penalty: 5685.126465
	Iteration 12Q: 3 clusters Score -1.288479e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -12887078.000000 Penalty: 5685.126465
	Iteration 13Q: 3 clusters Score -1.288708e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -12888887.000000 Penalty: 5685.126465
	Iteration 14Q: 3 clusters Score -1.288889e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -12890171.000000 Penalty: 5685.126465
	Iteration 15Q: 3 clusters Score -1.289017e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -12891278.000000 Penalty: 5685.126465
	Iteration 16Q: 3 clusters Score -1.289128e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -12892162.000000 Penalty: 5685.126465
	Iteration 17Q: 3 clusters Score -1.289216e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -12892855.000000 Penalty: 5685.126465
	Iteration 18Q: 3 clusters Score -1.289286e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -12893363.000000 Penalty: 5685.126465
	Iteration 19Q: 3 clusters Score -1.289336e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -12893751.000000 Penalty: 5685.126465
	Iteration 20F: 3 clusters Score -1.289375e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -12893949.000000 Penalty: 5685.126465
	Iteration 21Q: 3 clusters Score -1.289395e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -12894153.000000 Penalty: 5685.126465
	Iteration 22Q: 3 clusters Score -1.289415e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -12894262.000000 Penalty: 5685.126465
	Iteration 23Q: 3 clusters Score -1.289426e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -12894315.000000 Penalty: 5685.126465
	Iteration 24Q: 3 clusters Score -1.289432e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -12894389.000000 Penalty: 5685.126465
	Iteration 25Q: 3 clusters Score -1.289439e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -12894455.000000 Penalty: 5685.126465
	Iteration 26Q: 3 clusters Score -1.289446e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -12894481.000000 Penalty: 5685.126465
	Iteration 27Q: 3 clusters Score -1.289448e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -12894520.000000 Penalty: 5685.126465
	Iteration 28Q: 3 clusters Score -1.289452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -12894545.000000 Penalty: 5685.126465
	Iteration 29Q: 3 clusters Score -1.289454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -12894549.000000 Penalty: 5685.126465
	Iteration 30Q: 3 clusters Score -1.289455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -12894543.000000 Penalty: 5685.126465
	Iteration 31Q: 3 clusters Score -1.289454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -12894544.000000 Penalty: 5685.126465
	Iteration 32Q: 3 clusters Score -1.289454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -12894551.000000 Penalty: 5685.126465
	Iteration 33Q: 3 clusters Score -1.289455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -12894557.000000 Penalty: 5685.126465
	Iteration 34Q: 3 clusters Score -1.289456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 94245 members 
Entering Unmasked Estep 
Score: -12894572.000000 Penalty: 5685.126465
	Iteration 35Q: 3 clusters Score -1.289457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -12894588.000000 Penalty: 5685.126465
	Iteration 36Q: 3 clusters Score -1.289459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -12894597.000000 Penalty: 5685.126465
	Iteration 37Q: 3 clusters Score -1.28946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -12894594.000000 Penalty: 5685.126465
	Iteration 38Q: 3 clusters Score -1.289459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -12894603.000000 Penalty: 5685.126465
	Iteration 39Q: 3 clusters Score -1.28946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -12894605.000000 Penalty: 5685.126465
	Iteration 40F: 3 clusters Score -1.28946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -12894611.000000 Penalty: 5685.126465
	Iteration 41Q: 3 clusters Score -1.289461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -12894610.000000 Penalty: 5685.126465
	Iteration 42Q: 3 clusters Score -1.289461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -12894612.000000 Penalty: 5685.126465
	Iteration 43Q: 3 clusters Score -1.289461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -12894608.000000 Penalty: 5685.126465
	Iteration 44Q: 3 clusters Score -1.289461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -12894606.000000 Penalty: 5685.126465
	Iteration 45Q: 3 clusters Score -1.289461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -12894607.000000 Penalty: 5685.126465
	Iteration 46Q: 3 clusters Score -1.289461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -12894610.000000 Penalty: 5685.126465
	Iteration 47Q: 3 clusters Score -1.289461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -12894613.000000 Penalty: 5685.126465
	Iteration 48Q: 3 clusters Score -1.289461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -12894604.000000 Penalty: 5685.126465
	Iteration 49Q: 3 clusters Score -1.28946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -12894614.000000 Penalty: 5685.126465
	Iteration 50Q: 3 clusters Score -1.289461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -12894619.000000 Penalty: 5685.126465
	Iteration 51Q: 3 clusters Score -1.289462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -12894617.000000 Penalty: 5685.126465
	Iteration 52Q: 3 clusters Score -1.289462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -12894616.000000 Penalty: 5685.126465
	Iteration 53Q: 3 clusters Score -1.289462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -12894620.000000 Penalty: 5685.126465
	Iteration 54Q: 3 clusters Score -1.289462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -12894618.000000 Penalty: 5685.126465
	Iteration 55Q: 3 clusters Score -1.289462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -12894629.000000 Penalty: 5685.126465
	Iteration 56Q: 3 clusters Score -1.289463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -12894628.000000 Penalty: 5685.126465
	Iteration 57Q: 3 clusters Score -1.289463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -12894625.000000 Penalty: 5685.126465
	Iteration 58Q: 3 clusters Score -1.289462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -12894626.000000 Penalty: 5685.126465
	Iteration 59Q: 3 clusters Score -1.289463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -12894626.000000 Penalty: 5685.126465
	Iteration 60F: 3 clusters Score -1.289463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -511941.718750 Penalty: 2045.440430
	Iteration 0F: 2 clusters Score -511941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -508143.062500 Penalty: 4090.880859
	Iteration 0F: 3 clusters Score -508143.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -508978.281250 Penalty: 4090.880859
	Iteration 1F: 3 clusters Score -508978.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -509144.875000 Penalty: 4090.880859
	Iteration 2F: 3 clusters Score -509144.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -509235.937500 Penalty: 4090.880859
	Iteration 3Q: 3 clusters Score -509235.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -509300.218750 Penalty: 4090.880859
	Iteration 4Q: 3 clusters Score -509300.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -509350.125000 Penalty: 4090.880859
	Iteration 5Q: 3 clusters Score -509350.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -509384.437500 Penalty: 4090.880859
	Iteration 6Q: 3 clusters Score -509384.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -509416.812500 Penalty: 4090.880859
	Iteration 7Q: 3 clusters Score -509416.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -509450.906250 Penalty: 4090.880859
	Iteration 8Q: 3 clusters Score -509450.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -509476.187500 Penalty: 4090.880859
	Iteration 9Q: 3 clusters Score -509476.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -509505.875000 Penalty: 4090.880859
	Iteration 10Q: 3 clusters Score -509505.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -509538.750000 Penalty: 4090.880859
	Iteration 11Q: 3 clusters Score -509538.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -509569.281250 Penalty: 4090.880859
	Iteration 12Q: 3 clusters Score -509569.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -509593.500000 Penalty: 4090.880859
	Iteration 13Q: 3 clusters Score -509593.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -509617.250000 Penalty: 4090.880859
	Iteration 14Q: 3 clusters Score -509617.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -509638.593750 Penalty: 4090.880859
	Iteration 15Q: 3 clusters Score -509638.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -509661.156250 Penalty: 4090.880859
	Iteration 16Q: 3 clusters Score -509661.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -509682.406250 Penalty: 4090.880859
	Iteration 17Q: 3 clusters Score -509682.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -509703.937500 Penalty: 4090.880859
	Iteration 18Q: 3 clusters Score -509703.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -509732.156250 Penalty: 4090.880859
	Iteration 19Q: 3 clusters Score -509732.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -509762.218750 Penalty: 4090.880859
	Iteration 20F: 3 clusters Score -509762.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -509788.156250 Penalty: 4090.880859
	Iteration 21Q: 3 clusters Score -509788.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -509814.218750 Penalty: 4090.880859
	Iteration 22Q: 3 clusters Score -509814.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -509832.718750 Penalty: 4090.880859
	Iteration 23Q: 3 clusters Score -509832.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -509846.125000 Penalty: 4090.880859
	Iteration 24Q: 3 clusters Score -509846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -509853.625000 Penalty: 4090.880859
	Iteration 25Q: 3 clusters Score -509853.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -509861.093750 Penalty: 4090.880859
	Iteration 26Q: 3 clusters Score -509861.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -509875.531250 Penalty: 4090.880859
	Iteration 27Q: 3 clusters Score -509875.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -509891.375000 Penalty: 4090.880859
	Iteration 28Q: 3 clusters Score -509891.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -509902.750000 Penalty: 4090.880859
	Iteration 29Q: 3 clusters Score -509902.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -509913.625000 Penalty: 4090.880859
	Iteration 30Q: 3 clusters Score -509913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -509921.281250 Penalty: 4090.880859
	Iteration 31Q: 3 clusters Score -509921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -509930.531250 Penalty: 4090.880859
	Iteration 32Q: 3 clusters Score -509930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -509942.312500 Penalty: 4090.880859
	Iteration 33Q: 3 clusters Score -509942.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -509951.812500 Penalty: 4090.880859
	Iteration 34Q: 3 clusters Score -509951.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -509964.968750 Penalty: 4090.880859
	Iteration 35Q: 3 clusters Score -509965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -509979.062500 Penalty: 4090.880859
	Iteration 36Q: 3 clusters Score -509979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -509986.937500 Penalty: 4090.880859
	Iteration 37Q: 3 clusters Score -509986.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -509994.718750 Penalty: 4090.880859
	Iteration 38Q: 3 clusters Score -509994.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -510005.906250 Penalty: 4090.880859
	Iteration 39Q: 3 clusters Score -510005.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -510018.906250 Penalty: 4090.880859
	Iteration 40F: 3 clusters Score -510018.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -510036.687500 Penalty: 4090.880859
	Iteration 41Q: 3 clusters Score -510036.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -510044.875000 Penalty: 4090.880859
	Iteration 42Q: 3 clusters Score -510044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -510058.843750 Penalty: 4090.880859
	Iteration 43Q: 3 clusters Score -510058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -510070.875000 Penalty: 4090.880859
	Iteration 44Q: 3 clusters Score -510070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -510085.250000 Penalty: 4090.880859
	Iteration 45Q: 3 clusters Score -510085.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -510098.500000 Penalty: 4090.880859
	Iteration 46Q: 3 clusters Score -510098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -510104.968750 Penalty: 4090.880859
	Iteration 47Q: 3 clusters Score -510105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -510113.875000 Penalty: 4090.880859
	Iteration 48Q: 3 clusters Score -510113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -510122.687500 Penalty: 4090.880859
	Iteration 49Q: 3 clusters Score -510122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -510128.406250 Penalty: 4090.880859
	Iteration 50Q: 3 clusters Score -510128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -510135.625000 Penalty: 4090.880859
	Iteration 51Q: 3 clusters Score -510135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -510144.187500 Penalty: 4090.880859
	Iteration 52Q: 3 clusters Score -510144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -510151.062500 Penalty: 4090.880859
	Iteration 53Q: 3 clusters Score -510151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -510158.250000 Penalty: 4090.880859
	Iteration 54Q: 3 clusters Score -510158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -510163.312500 Penalty: 4090.880859
	Iteration 55Q: 3 clusters Score -510163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -510164.312500 Penalty: 4090.880859
	Iteration 56Q: 3 clusters Score -510164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -510168.312500 Penalty: 4090.880859
	Iteration 57Q: 3 clusters Score -510168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -510169.906250 Penalty: 4090.880859
	Iteration 58Q: 3 clusters Score -510169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -510169.968750 Penalty: 4090.880859
	Iteration 59Q: 3 clusters Score -510170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -510171.281250 Penalty: 4090.880859
	Iteration 60F: 3 clusters Score -510171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -510172.218750 Penalty: 4090.880859
	Iteration 61Q: 3 clusters Score -510172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -510172.343750 Penalty: 4090.880859
	Iteration 62Q: 3 clusters Score -510172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -510172.343750 Penalty: 4090.880859
	Iteration 63F: 3 clusters Score -510172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (196882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Entering Unmasked Estep 
Score: -26601806.000000 Penalty: 3023.209229
	Iteration 0F: 2 clusters Score -2.660181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -26477068.000000 Penalty: 6046.418457
	Iteration 0F: 3 clusters Score -2.647707e+07 nChanged 94488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -26532970.000000 Penalty: 6046.418457
	Iteration 1F: 3 clusters Score -2.653297e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -26535310.000000 Penalty: 6046.418457
	Iteration 2Q: 3 clusters Score -2.653531e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -26539652.000000 Penalty: 6046.418457
	Iteration 3Q: 3 clusters Score -2.653965e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -26547410.000000 Penalty: 6046.418457
	Iteration 4F: 3 clusters Score -2.654741e+07 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -26561254.000000 Penalty: 6046.418457
	Iteration 5F: 3 clusters Score -2.656125e+07 nChanged 18442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -26578670.000000 Penalty: 6046.418457
	Iteration 6F: 3 clusters Score -2.657867e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185734 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -26592100.000000 Penalty: 6046.418457
	Iteration 7F: 3 clusters Score -2.65921e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193284 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -26597254.000000 Penalty: 6046.418457
	Iteration 8Q: 3 clusters Score -2.659725e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195674 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -26598738.000000 Penalty: 6046.418457
	Iteration 9Q: 3 clusters Score -2.659874e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196301 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -26599032.000000 Penalty: 6046.418457
	Iteration 10Q: 3 clusters Score -2.659903e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196459 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26599168.000000 Penalty: 6046.418457
	Iteration 11Q: 3 clusters Score -2.659917e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196506 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26599202.000000 Penalty: 6046.418457
	Iteration 12Q: 3 clusters Score -2.65992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26599238.000000 Penalty: 6046.418457
	Iteration 13Q: 3 clusters Score -2.659924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196543 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26599246.000000 Penalty: 6046.418457
	Iteration 14Q: 3 clusters Score -2.659925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196550 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26599244.000000 Penalty: 6046.418457
	Iteration 15Q: 3 clusters Score -2.659924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196555 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26599258.000000 Penalty: 6046.418457
	Iteration 16Q: 3 clusters Score -2.659926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196559 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26599254.000000 Penalty: 6046.418457
	Iteration 17Q: 3 clusters Score -2.659925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196562 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26599260.000000 Penalty: 6046.418457
	Iteration 18Q: 3 clusters Score -2.659926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26599252.000000 Penalty: 6046.418457
	Iteration 19Q: 3 clusters Score -2.659925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26599252.000000 Penalty: 6046.418457
	Iteration 20F: 3 clusters Score -2.659925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26599258.000000 Penalty: 6046.418457
	Iteration 21Q: 3 clusters Score -2.659926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26599262.000000 Penalty: 6046.418457
	Iteration 22Q: 3 clusters Score -2.659926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196569 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26599256.000000 Penalty: 6046.418457
	Iteration 23Q: 3 clusters Score -2.659926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26599258.000000 Penalty: 6046.418457
	Iteration 24Q: 3 clusters Score -2.659926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196572 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26599252.000000 Penalty: 6046.418457
	Iteration 25Q: 3 clusters Score -2.659925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196573 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26599254.000000 Penalty: 6046.418457
	Iteration 26Q: 3 clusters Score -2.659925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196573 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26599254.000000 Penalty: 6046.418457
	Iteration 27F: 3 clusters Score -2.659925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171534 members 
Entering Unmasked Estep 
Score: -23259730.000000 Penalty: 2989.029053
	Iteration 0F: 2 clusters Score -2.325973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -23147804.000000 Penalty: 5978.058105
	Iteration 0F: 3 clusters Score -2.31478e+07 nChanged 82150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -23196272.000000 Penalty: 5978.058105
	Iteration 1F: 3 clusters Score -2.319627e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -23197790.000000 Penalty: 5978.058105
	Iteration 2Q: 3 clusters Score -2.319779e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -23199938.000000 Penalty: 5978.058105
	Iteration 3Q: 3 clusters Score -2.319994e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -23203426.000000 Penalty: 5978.058105
	Iteration 4Q: 3 clusters Score -2.320343e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -23208828.000000 Penalty: 5978.058105
	Iteration 5F: 3 clusters Score -2.320883e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -23216500.000000 Penalty: 5978.058105
	Iteration 6F: 3 clusters Score -2.32165e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -23226448.000000 Penalty: 5978.058105
	Iteration 7F: 3 clusters Score -2.322645e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -23237114.000000 Penalty: 5978.058105
	Iteration 8F: 3 clusters Score -2.323711e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -23246402.000000 Penalty: 5978.058105
	Iteration 9F: 3 clusters Score -2.32464e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -23252116.000000 Penalty: 5978.058105
	Iteration 10Q: 3 clusters Score -2.325212e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -23255054.000000 Penalty: 5978.058105
	Iteration 11Q: 3 clusters Score -2.325505e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169162 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -23256118.000000 Penalty: 5978.058105
	Iteration 12Q: 3 clusters Score -2.325612e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23256600.000000 Penalty: 5978.058105
	Iteration 13Q: 3 clusters Score -2.32566e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170061 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23256812.000000 Penalty: 5978.058105
	Iteration 14Q: 3 clusters Score -2.325681e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170259 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -23256914.000000 Penalty: 5978.058105
	Iteration 15Q: 3 clusters Score -2.325691e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170367 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23256980.000000 Penalty: 5978.058105
	Iteration 16Q: 3 clusters Score -2.325698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23257050.000000 Penalty: 5978.058105
	Iteration 17Q: 3 clusters Score -2.325705e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23257136.000000 Penalty: 5978.058105
	Iteration 18Q: 3 clusters Score -2.325714e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23257140.000000 Penalty: 5978.058105
	Iteration 19Q: 3 clusters Score -2.325714e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170539 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23257184.000000 Penalty: 5978.058105
	Iteration 20F: 3 clusters Score -2.325718e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23257216.000000 Penalty: 5978.058105
	Iteration 21Q: 3 clusters Score -2.325722e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170610 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -23257246.000000 Penalty: 5978.058105
	Iteration 22Q: 3 clusters Score -2.325725e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23257272.000000 Penalty: 5978.058105
	Iteration 23Q: 3 clusters Score -2.325727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170656 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23257302.000000 Penalty: 5978.058105
	Iteration 24Q: 3 clusters Score -2.32573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170682 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23257350.000000 Penalty: 5978.058105
	Iteration 25Q: 3 clusters Score -2.325735e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23257358.000000 Penalty: 5978.058105
	Iteration 26Q: 3 clusters Score -2.325736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -23257372.000000 Penalty: 5978.058105
	Iteration 27Q: 3 clusters Score -2.325737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23257384.000000 Penalty: 5978.058105
	Iteration 28Q: 3 clusters Score -2.325738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23257384.000000 Penalty: 5978.058105
	Iteration 29Q: 3 clusters Score -2.325738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -23257392.000000 Penalty: 5978.058105
	Iteration 30Q: 3 clusters Score -2.325739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23257404.000000 Penalty: 5978.058105
	Iteration 31Q: 3 clusters Score -2.32574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23257422.000000 Penalty: 5978.058105
	Iteration 32Q: 3 clusters Score -2.325742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23257420.000000 Penalty: 5978.058105
	Iteration 33Q: 3 clusters Score -2.325742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23257408.000000 Penalty: 5978.058105
	Iteration 34Q: 3 clusters Score -2.325741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23257414.000000 Penalty: 5978.058105
	Iteration 35Q: 3 clusters Score -2.325741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23257414.000000 Penalty: 5978.058105
	Iteration 36F: 3 clusters Score -2.325741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Entering Unmasked Estep 
Score: -1501511.000000 Penalty: 2341.204346
	Iteration 0F: 2 clusters Score -1501511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1492118.750000 Penalty: 4682.408691
	Iteration 0F: 3 clusters Score -1492119 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1495143.375000 Penalty: 4682.408691
	Iteration 1F: 3 clusters Score -1495143 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1495706.625000 Penalty: 4682.408691
	Iteration 2F: 3 clusters Score -1495707 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1496244.875000 Penalty: 4682.408691
	Iteration 3F: 3 clusters Score -1496245 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1496746.125000 Penalty: 4682.408691
	Iteration 4F: 3 clusters Score -1496746 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1497262.250000 Penalty: 4682.408691
	Iteration 5F: 3 clusters Score -1497262 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1497833.125000 Penalty: 4682.408691
	Iteration 6F: 3 clusters Score -1497833 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1498432.750000 Penalty: 4682.408691
	Iteration 7F: 3 clusters Score -1498433 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1498895.000000 Penalty: 4682.408691
	Iteration 8Q: 3 clusters Score -1498895 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1499240.250000 Penalty: 4682.408691
	Iteration 9Q: 3 clusters Score -1499240 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1499516.250000 Penalty: 4682.408691
	Iteration 10Q: 3 clusters Score -1499516 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1499731.875000 Penalty: 4682.408691
	Iteration 11Q: 3 clusters Score -1499732 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1499905.125000 Penalty: 4682.408691
	Iteration 12Q: 3 clusters Score -1499905 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1500026.125000 Penalty: 4682.408691
	Iteration 13Q: 3 clusters Score -1500026 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1500106.000000 Penalty: 4682.408691
	Iteration 14Q: 3 clusters Score -1500106 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1500148.875000 Penalty: 4682.408691
	Iteration 15Q: 3 clusters Score -1500149 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1500175.000000 Penalty: 4682.408691
	Iteration 16Q: 3 clusters Score -1500175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1500193.875000 Penalty: 4682.408691
	Iteration 17Q: 3 clusters Score -1500194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1500208.625000 Penalty: 4682.408691
	Iteration 18Q: 3 clusters Score -1500209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1500220.125000 Penalty: 4682.408691
	Iteration 19Q: 3 clusters Score -1500220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1500226.750000 Penalty: 4682.408691
	Iteration 20F: 3 clusters Score -1500227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1500231.750000 Penalty: 4682.408691
	Iteration 21Q: 3 clusters Score -1500232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1500238.500000 Penalty: 4682.408691
	Iteration 22Q: 3 clusters Score -1500238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1500238.750000 Penalty: 4682.408691
	Iteration 23Q: 3 clusters Score -1500239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1500242.125000 Penalty: 4682.408691
	Iteration 24Q: 3 clusters Score -1500242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1500243.500000 Penalty: 4682.408691
	Iteration 25Q: 3 clusters Score -1500244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1500246.625000 Penalty: 4682.408691
	Iteration 26Q: 3 clusters Score -1500247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1500248.625000 Penalty: 4682.408691
	Iteration 27Q: 3 clusters Score -1500249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1500250.250000 Penalty: 4682.408691
	Iteration 28Q: 3 clusters Score -1500250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1500252.125000 Penalty: 4682.408691
	Iteration 29Q: 3 clusters Score -1500252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1500254.250000 Penalty: 4682.408691
	Iteration 30Q: 3 clusters Score -1500254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1500255.375000 Penalty: 4682.408691
	Iteration 31Q: 3 clusters Score -1500255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1500257.125000 Penalty: 4682.408691
	Iteration 32Q: 3 clusters Score -1500257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1500260.750000 Penalty: 4682.408691
	Iteration 33Q: 3 clusters Score -1500261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1500260.875000 Penalty: 4682.408691
	Iteration 34Q: 3 clusters Score -1500261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1500264.125000 Penalty: 4682.408691
	Iteration 35Q: 3 clusters Score -1500264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1500265.250000 Penalty: 4682.408691
	Iteration 36Q: 3 clusters Score -1500265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1500263.125000 Penalty: 4682.408691
	Iteration 37Q: 3 clusters Score -1500263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1500264.125000 Penalty: 4682.408691
	Iteration 38Q: 3 clusters Score -1500264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1500267.125000 Penalty: 4682.408691
	Iteration 39Q: 3 clusters Score -1500267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1500272.375000 Penalty: 4682.408691
	Iteration 40F: 3 clusters Score -1500272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1500272.125000 Penalty: 4682.408691
	Iteration 41Q: 3 clusters Score -1500272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1500274.375000 Penalty: 4682.408691
	Iteration 42Q: 3 clusters Score -1500274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1500278.375000 Penalty: 4682.408691
	Iteration 43Q: 3 clusters Score -1500278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1500278.875000 Penalty: 4682.408691
	Iteration 44Q: 3 clusters Score -1500279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1500282.000000 Penalty: 4682.408691
	Iteration 45Q: 3 clusters Score -1500282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1500288.875000 Penalty: 4682.408691
	Iteration 46Q: 3 clusters Score -1500289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1500291.250000 Penalty: 4682.408691
	Iteration 47Q: 3 clusters Score -1500291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1500287.875000 Penalty: 4682.408691
	Iteration 48Q: 3 clusters Score -1500288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1500290.875000 Penalty: 4682.408691
	Iteration 49Q: 3 clusters Score -1500291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1500292.375000 Penalty: 4682.408691
	Iteration 50Q: 3 clusters Score -1500292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1500295.000000 Penalty: 4682.408691
	Iteration 51Q: 3 clusters Score -1500295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1500292.000000 Penalty: 4682.408691
	Iteration 52Q: 3 clusters Score -1500292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1500295.250000 Penalty: 4682.408691
	Iteration 53Q: 3 clusters Score -1500295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1500293.875000 Penalty: 4682.408691
	Iteration 54Q: 3 clusters Score -1500294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1500296.375000 Penalty: 4682.408691
	Iteration 55Q: 3 clusters Score -1500296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1500295.000000 Penalty: 4682.408691
	Iteration 56Q: 3 clusters Score -1500295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1500298.500000 Penalty: 4682.408691
	Iteration 57Q: 3 clusters Score -1500298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1500298.750000 Penalty: 4682.408691
	Iteration 58Q: 3 clusters Score -1500299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1500297.000000 Penalty: 4682.408691
	Iteration 59Q: 3 clusters Score -1500297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1500297.000000 Penalty: 4682.408691
	Iteration 60F: 3 clusters Score -1500297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1500298.875000 Penalty: 4682.408691
	Iteration 61Q: 3 clusters Score -1500299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1500298.375000 Penalty: 4682.408691
	Iteration 62Q: 3 clusters Score -1500298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1500299.250000 Penalty: 4682.408691
	Iteration 63Q: 3 clusters Score -1500299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1500301.000000 Penalty: 4682.408691
	Iteration 64Q: 3 clusters Score -1500301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1500300.750000 Penalty: 4682.408691
	Iteration 65Q: 3 clusters Score -1500301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1500300.625000 Penalty: 4682.408691
	Iteration 66Q: 3 clusters Score -1500301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1500305.000000 Penalty: 4682.408691
	Iteration 67Q: 3 clusters Score -1500305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1500303.875000 Penalty: 4682.408691
	Iteration 68Q: 3 clusters Score -1500304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1500305.625000 Penalty: 4682.408691
	Iteration 69Q: 3 clusters Score -1500306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1500305.625000 Penalty: 4682.408691
	Iteration 70F: 3 clusters Score -1500306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Entering Unmasked Estep 
Score: -2426205.250000 Penalty: 2443.043701
	Iteration 0F: 2 clusters Score -2426205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2412740.500000 Penalty: 4886.087402
	Iteration 0F: 3 clusters Score -2412740 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2417331.000000 Penalty: 4886.087402
	Iteration 1F: 3 clusters Score -2417331 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2417876.250000 Penalty: 4886.087402
	Iteration 2F: 3 clusters Score -2417876 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2418397.750000 Penalty: 4886.087402
	Iteration 3F: 3 clusters Score -2418398 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2418905.250000 Penalty: 4886.087402
	Iteration 4F: 3 clusters Score -2418905 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2419472.500000 Penalty: 4886.087402
	Iteration 5F: 3 clusters Score -2419472 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2420066.750000 Penalty: 4886.087402
	Iteration 6F: 3 clusters Score -2420067 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2420677.250000 Penalty: 4886.087402
	Iteration 7F: 3 clusters Score -2420677 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2421262.500000 Penalty: 4886.087402
	Iteration 8Q: 3 clusters Score -2421262 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2421869.000000 Penalty: 4886.087402
	Iteration 9Q: 3 clusters Score -2421869 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2422447.250000 Penalty: 4886.087402
	Iteration 10Q: 3 clusters Score -2422447 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2423043.000000 Penalty: 4886.087402
	Iteration 11Q: 3 clusters Score -2423043 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2423595.000000 Penalty: 4886.087402
	Iteration 12Q: 3 clusters Score -2423595 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2424043.250000 Penalty: 4886.087402
	Iteration 13Q: 3 clusters Score -2424043 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2424321.000000 Penalty: 4886.087402
	Iteration 14Q: 3 clusters Score -2424321 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2424470.500000 Penalty: 4886.087402
	Iteration 15Q: 3 clusters Score -2424470 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2424573.250000 Penalty: 4886.087402
	Iteration 16Q: 3 clusters Score -2424573 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2424650.750000 Penalty: 4886.087402
	Iteration 17Q: 3 clusters Score -2424651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2424683.250000 Penalty: 4886.087402
	Iteration 18Q: 3 clusters Score -2424683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2424718.500000 Penalty: 4886.087402
	Iteration 19Q: 3 clusters Score -2424718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2424731.500000 Penalty: 4886.087402
	Iteration 20F: 3 clusters Score -2424732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2424746.250000 Penalty: 4886.087402
	Iteration 21Q: 3 clusters Score -2424746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2424757.250000 Penalty: 4886.087402
	Iteration 22Q: 3 clusters Score -2424757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2424768.500000 Penalty: 4886.087402
	Iteration 23Q: 3 clusters Score -2424768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2424766.750000 Penalty: 4886.087402
	Iteration 24Q: 3 clusters Score -2424767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2424783.750000 Penalty: 4886.087402
	Iteration 25Q: 3 clusters Score -2424784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2424783.500000 Penalty: 4886.087402
	Iteration 26Q: 3 clusters Score -2424784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2424783.750000 Penalty: 4886.087402
	Iteration 27Q: 3 clusters Score -2424784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2424793.250000 Penalty: 4886.087402
	Iteration 28Q: 3 clusters Score -2424793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2424799.750000 Penalty: 4886.087402
	Iteration 29Q: 3 clusters Score -2424800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2424797.750000 Penalty: 4886.087402
	Iteration 30Q: 3 clusters Score -2424798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2424801.000000 Penalty: 4886.087402
	Iteration 31Q: 3 clusters Score -2424801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2424799.750000 Penalty: 4886.087402
	Iteration 32Q: 3 clusters Score -2424800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2424804.000000 Penalty: 4886.087402
	Iteration 33Q: 3 clusters Score -2424804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2424811.500000 Penalty: 4886.087402
	Iteration 34Q: 3 clusters Score -2424812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2424810.750000 Penalty: 4886.087402
	Iteration 35Q: 3 clusters Score -2424811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2424810.500000 Penalty: 4886.087402
	Iteration 36Q: 3 clusters Score -2424810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2424812.750000 Penalty: 4886.087402
	Iteration 37Q: 3 clusters Score -2424813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2424811.250000 Penalty: 4886.087402
	Iteration 38Q: 3 clusters Score -2424811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2424810.000000 Penalty: 4886.087402
	Iteration 39Q: 3 clusters Score -2424810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2424807.750000 Penalty: 4886.087402
	Iteration 40F: 3 clusters Score -2424808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2424810.000000 Penalty: 4886.087402
	Iteration 41Q: 3 clusters Score -2424810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2424809.500000 Penalty: 4886.087402
	Iteration 42Q: 3 clusters Score -2424810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2424811.750000 Penalty: 4886.087402
	Iteration 43Q: 3 clusters Score -2424812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2424809.000000 Penalty: 4886.087402
	Iteration 44Q: 3 clusters Score -2424809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2424809.000000 Penalty: 4886.087402
	Iteration 45F: 3 clusters Score -2424809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -239495.343750 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -239495.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -237015.468750 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -237015.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237508.953125 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -237509 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237657.218750 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -237657.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -237733.250000 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -237733.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237774.781250 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -237774.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237794.484375 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -237794.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237812.562500 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -237812.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -237828.796875 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -237828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -237840.812500 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -237840.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -237851.843750 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -237851.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -237864.250000 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -237864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237874.328125 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -237874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -237883.343750 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -237883.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -237894.125000 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -237894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237904.656250 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -237904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -237922.921875 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -237922.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -237934.187500 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -237934.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -237951.312500 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -237951.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -237971.640625 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -237971.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -237989.359375 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -237989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -238008.859375 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -238008.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -238045.843750 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -238045.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -238099.468750 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -238099.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -238146.000000 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -238146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -238193.718750 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -238193.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -238248.406250 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -238248.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -238305.203125 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -238305.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -238349.234375 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -238349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -238369.265625 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -238369.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -238400.468750 Penalty: 3746.169922
	Iteration 29Q: 3 clusters Score -238400.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -238419.843750 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -238419.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -238442.796875 Penalty: 3746.169922
	Iteration 31Q: 3 clusters Score -238442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -238464.093750 Penalty: 3746.169922
	Iteration 32Q: 3 clusters Score -238464.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -238486.390625 Penalty: 3746.169922
	Iteration 33Q: 3 clusters Score -238486.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -238499.187500 Penalty: 3746.169922
	Iteration 34Q: 3 clusters Score -238499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -238506.421875 Penalty: 3746.169922
	Iteration 35Q: 3 clusters Score -238506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -238519.046875 Penalty: 3746.169922
	Iteration 36Q: 3 clusters Score -238519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -238526.156250 Penalty: 3746.169922
	Iteration 37Q: 3 clusters Score -238526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -238534.203125 Penalty: 3746.169922
	Iteration 38Q: 3 clusters Score -238534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -238537.703125 Penalty: 3746.169922
	Iteration 39Q: 3 clusters Score -238537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -238539.093750 Penalty: 3746.169922
	Iteration 40F: 3 clusters Score -238539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -238539.125000 Penalty: 3746.169922
	Iteration 41Q: 3 clusters Score -238539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -238539.125000 Penalty: 3746.169922
	Iteration 42F: 3 clusters Score -238539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -97960.445312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -97960.45 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 434 members 
Entering Unmasked Estep 
Score: -96245.984375 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -96245.98 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96736.406250 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -96736.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97053.234375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -97053.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97457.125000 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -97457.12 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98111.734375 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -98111.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98686.062500 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -98686.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98888.742188 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -98888.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99180.726562 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -99180.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99206.601562 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -99206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99341.914062 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -99341.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99414.968750 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -99414.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99435.515625 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -99435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99435.515625 Penalty: 3347.384766
	Iteration 12F: 3 clusters Score -99435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 72592 members 
Mstep: Class 4 contains 97212 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 95030 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 196882 members 
Mstep: Class 10 contains 171534 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 169352 members 
Mstep: Class 16 contains 21824 members 
Mstep: Class 17 contains 9921 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22202 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 433 members 
Entering Unmasked Estep 
Score: -126440984.000000 Penalty: 78551.085938
Splitting cluster 14 changes total score from -126440984.000000 to -126440984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (169352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Entering Unmasked Estep 
Score: -22888486.000000 Penalty: 2985.854248
	Iteration 0F: 2 clusters Score -2.288849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -22777926.000000 Penalty: 5971.708496
	Iteration 0F: 3 clusters Score -2.277793e+07 nChanged 80908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -22824978.000000 Penalty: 5971.708496
	Iteration 1F: 3 clusters Score -2.282498e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -22826438.000000 Penalty: 5971.708496
	Iteration 2Q: 3 clusters Score -2.282644e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -22828290.000000 Penalty: 5971.708496
	Iteration 3Q: 3 clusters Score -2.282829e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -22831026.000000 Penalty: 5971.708496
	Iteration 4Q: 3 clusters Score -2.283103e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -22835688.000000 Penalty: 5971.708496
	Iteration 5F: 3 clusters Score -2.283569e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 105120 members 
Entering Unmasked Estep 
Score: -22843142.000000 Penalty: 5971.708496
	Iteration 6F: 3 clusters Score -2.284314e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -22853516.000000 Penalty: 5971.708496
	Iteration 7F: 3 clusters Score -2.285352e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -22865184.000000 Penalty: 5971.708496
	Iteration 8F: 3 clusters Score -2.286518e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 128461 members 
Entering Unmasked Estep 
Score: -22874098.000000 Penalty: 5971.708496
	Iteration 9F: 3 clusters Score -2.28741e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 132740 members 
Entering Unmasked Estep 
Score: -22878978.000000 Penalty: 5971.708496
	Iteration 10Q: 3 clusters Score -2.287898e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 135835 members 
Entering Unmasked Estep 
Score: -22881492.000000 Penalty: 5971.708496
	Iteration 11Q: 3 clusters Score -2.288149e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -22882954.000000 Penalty: 5971.708496
	Iteration 12Q: 3 clusters Score -2.288295e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -22884020.000000 Penalty: 5971.708496
	Iteration 13Q: 3 clusters Score -2.288402e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -22884818.000000 Penalty: 5971.708496
	Iteration 14Q: 3 clusters Score -2.288482e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -22885424.000000 Penalty: 5971.708496
	Iteration 15Q: 3 clusters Score -2.288542e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -22885914.000000 Penalty: 5971.708496
	Iteration 16Q: 3 clusters Score -2.288591e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -22886286.000000 Penalty: 5971.708496
	Iteration 17Q: 3 clusters Score -2.288629e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 148835 members 
Entering Unmasked Estep 
Score: -22886714.000000 Penalty: 5971.708496
	Iteration 18Q: 3 clusters Score -2.288671e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 150099 members 
Entering Unmasked Estep 
Score: -22886966.000000 Penalty: 5971.708496
	Iteration 19Q: 3 clusters Score -2.288697e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -22887274.000000 Penalty: 5971.708496
	Iteration 20F: 3 clusters Score -2.288727e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -22887532.000000 Penalty: 5971.708496
	Iteration 21Q: 3 clusters Score -2.288753e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -22887686.000000 Penalty: 5971.708496
	Iteration 22Q: 3 clusters Score -2.288769e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -22887836.000000 Penalty: 5971.708496
	Iteration 23Q: 3 clusters Score -2.288784e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -22887936.000000 Penalty: 5971.708496
	Iteration 24Q: 3 clusters Score -2.288794e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 155554 members 
Entering Unmasked Estep 
Score: -22887964.000000 Penalty: 5971.708496
	Iteration 25Q: 3 clusters Score -2.288796e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -22888028.000000 Penalty: 5971.708496
	Iteration 26Q: 3 clusters Score -2.288803e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -22888078.000000 Penalty: 5971.708496
	Iteration 27Q: 3 clusters Score -2.288808e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -22888148.000000 Penalty: 5971.708496
	Iteration 28Q: 3 clusters Score -2.288815e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -22888206.000000 Penalty: 5971.708496
	Iteration 29Q: 3 clusters Score -2.288821e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -22888216.000000 Penalty: 5971.708496
	Iteration 30Q: 3 clusters Score -2.288822e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 158506 members 
Entering Unmasked Estep 
Score: -22888244.000000 Penalty: 5971.708496
	Iteration 31Q: 3 clusters Score -2.288824e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 158842 members 
Entering Unmasked Estep 
Score: -22888252.000000 Penalty: 5971.708496
	Iteration 32Q: 3 clusters Score -2.288825e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -22888324.000000 Penalty: 5971.708496
	Iteration 33Q: 3 clusters Score -2.288832e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -22888316.000000 Penalty: 5971.708496
	Iteration 34Q: 3 clusters Score -2.288832e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -22888342.000000 Penalty: 5971.708496
	Iteration 35Q: 3 clusters Score -2.288834e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -22888312.000000 Penalty: 5971.708496
	Iteration 36Q: 3 clusters Score -2.288831e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -22888310.000000 Penalty: 5971.708496
	Iteration 37Q: 3 clusters Score -2.288831e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -22888364.000000 Penalty: 5971.708496
	Iteration 38Q: 3 clusters Score -2.288836e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -22888330.000000 Penalty: 5971.708496
	Iteration 39Q: 3 clusters Score -2.288833e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -22888310.000000 Penalty: 5971.708496
	Iteration 40F: 3 clusters Score -2.288831e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 160737 members 
Entering Unmasked Estep 
Score: -22888328.000000 Penalty: 5971.708496
	Iteration 41Q: 3 clusters Score -2.288833e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -22888328.000000 Penalty: 5971.708496
	Iteration 42Q: 3 clusters Score -2.288833e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -22888304.000000 Penalty: 5971.708496
	Iteration 43Q: 3 clusters Score -2.28883e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -22888298.000000 Penalty: 5971.708496
	Iteration 44Q: 3 clusters Score -2.28883e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -22888356.000000 Penalty: 5971.708496
	Iteration 45Q: 3 clusters Score -2.288836e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -22888352.000000 Penalty: 5971.708496
	Iteration 46Q: 3 clusters Score -2.288835e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 161314 members 
Entering Unmasked Estep 
Score: -22888348.000000 Penalty: 5971.708496
	Iteration 47Q: 3 clusters Score -2.288835e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -22888354.000000 Penalty: 5971.708496
	Iteration 48Q: 3 clusters Score -2.288835e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -22888336.000000 Penalty: 5971.708496
	Iteration 49Q: 3 clusters Score -2.288834e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -22888340.000000 Penalty: 5971.708496
	Iteration 50Q: 3 clusters Score -2.288834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -22888354.000000 Penalty: 5971.708496
	Iteration 51Q: 3 clusters Score -2.288835e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -22888336.000000 Penalty: 5971.708496
	Iteration 52Q: 3 clusters Score -2.288834e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -22888342.000000 Penalty: 5971.708496
	Iteration 53Q: 3 clusters Score -2.288834e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -22888350.000000 Penalty: 5971.708496
	Iteration 54Q: 3 clusters Score -2.288835e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -22888350.000000 Penalty: 5971.708496
	Iteration 55Q: 3 clusters Score -2.288835e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -22888348.000000 Penalty: 5971.708496
	Iteration 56Q: 3 clusters Score -2.288835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -22888354.000000 Penalty: 5971.708496
	Iteration 57Q: 3 clusters Score -2.288835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -22888360.000000 Penalty: 5971.708496
	Iteration 58Q: 3 clusters Score -2.288836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -22888374.000000 Penalty: 5971.708496
	Iteration 59Q: 3 clusters Score -2.288837e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -22888372.000000 Penalty: 5971.708496
	Iteration 60F: 3 clusters Score -2.288837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -22888410.000000 Penalty: 5971.708496
	Iteration 61Q: 3 clusters Score -2.288841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 162041 members 
Entering Unmasked Estep 
Score: -22888346.000000 Penalty: 5971.708496
	Iteration 62Q: 3 clusters Score -2.288835e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -22888352.000000 Penalty: 5971.708496
	Iteration 63Q: 3 clusters Score -2.288835e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 162140 members 
Entering Unmasked Estep 
Score: -22888342.000000 Penalty: 5971.708496
	Iteration 64Q: 3 clusters Score -2.288834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 162179 members 
Entering Unmasked Estep 
Score: -22888374.000000 Penalty: 5971.708496
	Iteration 65Q: 3 clusters Score -2.288837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -22888344.000000 Penalty: 5971.708496
	Iteration 66Q: 3 clusters Score -2.288834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 162242 members 
Entering Unmasked Estep 
Score: -22888346.000000 Penalty: 5971.708496
	Iteration 67Q: 3 clusters Score -2.288835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -22888346.000000 Penalty: 5971.708496
	Iteration 68Q: 3 clusters Score -2.288835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -22888348.000000 Penalty: 5971.708496
	Iteration 69Q: 3 clusters Score -2.288835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 162325 members 
Entering Unmasked Estep 
Score: -22888376.000000 Penalty: 5971.708496
	Iteration 70Q: 3 clusters Score -2.288838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -22888340.000000 Penalty: 5971.708496
	Iteration 71Q: 3 clusters Score -2.288834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 162377 members 
Entering Unmasked Estep 
Score: -22888354.000000 Penalty: 5971.708496
	Iteration 72Q: 3 clusters Score -2.288835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -22888358.000000 Penalty: 5971.708496
	Iteration 73Q: 3 clusters Score -2.288836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 162410 members 
Entering Unmasked Estep 
Score: -22888372.000000 Penalty: 5971.708496
	Iteration 74Q: 3 clusters Score -2.288837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -22888362.000000 Penalty: 5971.708496
	Iteration 75Q: 3 clusters Score -2.288836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -22888354.000000 Penalty: 5971.708496
	Iteration 76Q: 3 clusters Score -2.288835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 162471 members 
Entering Unmasked Estep 
Score: -22888354.000000 Penalty: 5971.708496
	Iteration 77Q: 3 clusters Score -2.288835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 162486 members 
Entering Unmasked Estep 
Score: -22888372.000000 Penalty: 5971.708496
	Iteration 78Q: 3 clusters Score -2.288837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 162499 members 
Entering Unmasked Estep 
Score: -22888356.000000 Penalty: 5971.708496
	Iteration 79Q: 3 clusters Score -2.288836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -22888364.000000 Penalty: 5971.708496
	Iteration 80F: 3 clusters Score -2.288836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 162512 members 
Entering Unmasked Estep 
Score: -22888364.000000 Penalty: 5971.708496
	Iteration 81Q: 3 clusters Score -2.288836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -22888372.000000 Penalty: 5971.708496
	Iteration 82Q: 3 clusters Score -2.288837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 162519 members 
Entering Unmasked Estep 
Score: -22888380.000000 Penalty: 5971.708496
	Iteration 83Q: 3 clusters Score -2.288838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -22888390.000000 Penalty: 5971.708496
	Iteration 84Q: 3 clusters Score -2.288839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -22888394.000000 Penalty: 5971.708496
	Iteration 85Q: 3 clusters Score -2.288839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 162532 members 
Entering Unmasked Estep 
Score: -22888388.000000 Penalty: 5971.708496
	Iteration 86Q: 3 clusters Score -2.288839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -22888380.000000 Penalty: 5971.708496
	Iteration 87Q: 3 clusters Score -2.288838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 162542 members 
Entering Unmasked Estep 
Score: -22888386.000000 Penalty: 5971.708496
	Iteration 88Q: 3 clusters Score -2.288839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 162546 members 
Entering Unmasked Estep 
Score: -22888386.000000 Penalty: 5971.708496
	Iteration 89Q: 3 clusters Score -2.288839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 162553 members 
Entering Unmasked Estep 
Score: -22888370.000000 Penalty: 5971.708496
	Iteration 90Q: 3 clusters Score -2.288837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -22888392.000000 Penalty: 5971.708496
	Iteration 91Q: 3 clusters Score -2.288839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 162567 members 
Entering Unmasked Estep 
Score: -22888392.000000 Penalty: 5971.708496
	Iteration 92Q: 3 clusters Score -2.288839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 162575 members 
Entering Unmasked Estep 
Score: -22888378.000000 Penalty: 5971.708496
	Iteration 93Q: 3 clusters Score -2.288838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 162580 members 
Entering Unmasked Estep 
Score: -22888376.000000 Penalty: 5971.708496
	Iteration 94Q: 3 clusters Score -2.288838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 162587 members 
Entering Unmasked Estep 
Score: -22888374.000000 Penalty: 5971.708496
	Iteration 95Q: 3 clusters Score -2.288837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -22888378.000000 Penalty: 5971.708496
	Iteration 96Q: 3 clusters Score -2.288838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 162605 members 
Entering Unmasked Estep 
Score: -22888376.000000 Penalty: 5971.708496
	Iteration 97Q: 3 clusters Score -2.288838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 162611 members 
Entering Unmasked Estep 
Score: -22888372.000000 Penalty: 5971.708496
	Iteration 98Q: 3 clusters Score -2.288837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -22888374.000000 Penalty: 5971.708496
	Iteration 99Q: 3 clusters Score -2.288837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -22888380.000000 Penalty: 5971.708496
	Iteration 100F: 3 clusters Score -2.288838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -22888384.000000 Penalty: 5971.708496
	Iteration 101Q: 3 clusters Score -2.288838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 162622 members 
Entering Unmasked Estep 
Score: -22888394.000000 Penalty: 5971.708496
	Iteration 102Q: 3 clusters Score -2.288839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -22888384.000000 Penalty: 5971.708496
	Iteration 103Q: 3 clusters Score -2.288838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 162629 members 
Entering Unmasked Estep 
Score: -22888392.000000 Penalty: 5971.708496
	Iteration 104Q: 3 clusters Score -2.288839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -22888392.000000 Penalty: 5971.708496
	Iteration 105Q: 3 clusters Score -2.288839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -22888392.000000 Penalty: 5971.708496
	Iteration 106F: 3 clusters Score -2.288839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -2825940.750000 Penalty: 2477.709961
	Iteration 0F: 2 clusters Score -2825941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2810566.250000 Penalty: 4955.419922
	Iteration 0F: 3 clusters Score -2810566 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2815940.000000 Penalty: 4955.419922
	Iteration 1F: 3 clusters Score -2815940 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2816573.500000 Penalty: 4955.419922
	Iteration 2F: 3 clusters Score -2816574 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2817273.750000 Penalty: 4955.419922
	Iteration 3F: 3 clusters Score -2817274 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2818014.500000 Penalty: 4955.419922
	Iteration 4F: 3 clusters Score -2818014 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2818714.250000 Penalty: 4955.419922
	Iteration 5F: 3 clusters Score -2818714 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2819587.000000 Penalty: 4955.419922
	Iteration 6F: 3 clusters Score -2819587 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2820516.750000 Penalty: 4955.419922
	Iteration 7F: 3 clusters Score -2820517 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2821425.500000 Penalty: 4955.419922
	Iteration 8F: 3 clusters Score -2821426 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2822254.000000 Penalty: 4955.419922
	Iteration 9Q: 3 clusters Score -2822254 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2822988.500000 Penalty: 4955.419922
	Iteration 10Q: 3 clusters Score -2822988 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2823553.500000 Penalty: 4955.419922
	Iteration 11Q: 3 clusters Score -2823554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2823938.000000 Penalty: 4955.419922
	Iteration 12Q: 3 clusters Score -2823938 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2824182.750000 Penalty: 4955.419922
	Iteration 13Q: 3 clusters Score -2824183 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2824320.250000 Penalty: 4955.419922
	Iteration 14Q: 3 clusters Score -2824320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2824410.750000 Penalty: 4955.419922
	Iteration 15Q: 3 clusters Score -2824411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2824461.250000 Penalty: 4955.419922
	Iteration 16Q: 3 clusters Score -2824461 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2824501.750000 Penalty: 4955.419922
	Iteration 17Q: 3 clusters Score -2824502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2824531.250000 Penalty: 4955.419922
	Iteration 18Q: 3 clusters Score -2824531 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2824556.250000 Penalty: 4955.419922
	Iteration 19Q: 3 clusters Score -2824556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2824570.000000 Penalty: 4955.419922
	Iteration 20F: 3 clusters Score -2824570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2824570.250000 Penalty: 4955.419922
	Iteration 21Q: 3 clusters Score -2824570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2824584.000000 Penalty: 4955.419922
	Iteration 22Q: 3 clusters Score -2824584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2824582.000000 Penalty: 4955.419922
	Iteration 23Q: 3 clusters Score -2824582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2824590.750000 Penalty: 4955.419922
	Iteration 24Q: 3 clusters Score -2824591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2824586.250000 Penalty: 4955.419922
	Iteration 25Q: 3 clusters Score -2824586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2824587.750000 Penalty: 4955.419922
	Iteration 26Q: 3 clusters Score -2824588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2824590.500000 Penalty: 4955.419922
	Iteration 27Q: 3 clusters Score -2824590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2824598.750000 Penalty: 4955.419922
	Iteration 28Q: 3 clusters Score -2824599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2824610.500000 Penalty: 4955.419922
	Iteration 29Q: 3 clusters Score -2824610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2824652.250000 Penalty: 4955.419922
	Iteration 30Q: 3 clusters Score -2824652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2824693.750000 Penalty: 4955.419922
	Iteration 31Q: 3 clusters Score -2824694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2824773.250000 Penalty: 4955.419922
	Iteration 32Q: 3 clusters Score -2824773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2824827.750000 Penalty: 4955.419922
	Iteration 33Q: 3 clusters Score -2824828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2824863.750000 Penalty: 4955.419922
	Iteration 34Q: 3 clusters Score -2824864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2824884.000000 Penalty: 4955.419922
	Iteration 35Q: 3 clusters Score -2824884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2824899.000000 Penalty: 4955.419922
	Iteration 36Q: 3 clusters Score -2824899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2824923.500000 Penalty: 4955.419922
	Iteration 37Q: 3 clusters Score -2824924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2824927.000000 Penalty: 4955.419922
	Iteration 38Q: 3 clusters Score -2824927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2824931.250000 Penalty: 4955.419922
	Iteration 39Q: 3 clusters Score -2824931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2824946.250000 Penalty: 4955.419922
	Iteration 40F: 3 clusters Score -2824946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2824947.000000 Penalty: 4955.419922
	Iteration 41Q: 3 clusters Score -2824947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2824952.500000 Penalty: 4955.419922
	Iteration 42Q: 3 clusters Score -2824952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2824954.500000 Penalty: 4955.419922
	Iteration 43Q: 3 clusters Score -2824954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2824953.750000 Penalty: 4955.419922
	Iteration 44Q: 3 clusters Score -2824954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2824951.500000 Penalty: 4955.419922
	Iteration 45Q: 3 clusters Score -2824952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2824953.500000 Penalty: 4955.419922
	Iteration 46Q: 3 clusters Score -2824954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2824959.250000 Penalty: 4955.419922
	Iteration 47Q: 3 clusters Score -2824959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2824961.250000 Penalty: 4955.419922
	Iteration 48Q: 3 clusters Score -2824961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2824957.500000 Penalty: 4955.419922
	Iteration 49Q: 3 clusters Score -2824958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2824957.500000 Penalty: 4955.419922
	Iteration 50F: 3 clusters Score -2824958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Entering Unmasked Estep 
Score: -1346290.875000 Penalty: 2282.197266
	Iteration 0F: 2 clusters Score -1346291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1338643.250000 Penalty: 4564.394531
	Iteration 0F: 3 clusters Score -1338643 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1340792.625000 Penalty: 4564.394531
	Iteration 1F: 3 clusters Score -1340793 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1341045.250000 Penalty: 4564.394531
	Iteration 2F: 3 clusters Score -1341045 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1341229.500000 Penalty: 4564.394531
	Iteration 3Q: 3 clusters Score -1341230 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1341364.000000 Penalty: 4564.394531
	Iteration 4Q: 3 clusters Score -1341364 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1341476.375000 Penalty: 4564.394531
	Iteration 5Q: 3 clusters Score -1341476 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1341560.000000 Penalty: 4564.394531
	Iteration 6Q: 3 clusters Score -1341560 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1341632.250000 Penalty: 4564.394531
	Iteration 7Q: 3 clusters Score -1341632 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1341701.125000 Penalty: 4564.394531
	Iteration 8Q: 3 clusters Score -1341701 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1341758.750000 Penalty: 4564.394531
	Iteration 9Q: 3 clusters Score -1341759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1341821.250000 Penalty: 4564.394531
	Iteration 10Q: 3 clusters Score -1341821 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1341902.250000 Penalty: 4564.394531
	Iteration 11Q: 3 clusters Score -1341902 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1341992.750000 Penalty: 4564.394531
	Iteration 12Q: 3 clusters Score -1341993 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1342107.000000 Penalty: 4564.394531
	Iteration 13Q: 3 clusters Score -1342107 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1342252.750000 Penalty: 4564.394531
	Iteration 14Q: 3 clusters Score -1342253 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1342422.000000 Penalty: 4564.394531
	Iteration 15Q: 3 clusters Score -1342422 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1342649.000000 Penalty: 4564.394531
	Iteration 16Q: 3 clusters Score -1342649 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1342899.375000 Penalty: 4564.394531
	Iteration 17Q: 3 clusters Score -1342899 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1343166.875000 Penalty: 4564.394531
	Iteration 18Q: 3 clusters Score -1343167 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1343428.125000 Penalty: 4564.394531
	Iteration 19Q: 3 clusters Score -1343428 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1343619.625000 Penalty: 4564.394531
	Iteration 20F: 3 clusters Score -1343620 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1343772.500000 Penalty: 4564.394531
	Iteration 21Q: 3 clusters Score -1343772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1343878.875000 Penalty: 4564.394531
	Iteration 22Q: 3 clusters Score -1343879 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1343957.375000 Penalty: 4564.394531
	Iteration 23Q: 3 clusters Score -1343957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1344022.500000 Penalty: 4564.394531
	Iteration 24Q: 3 clusters Score -1344022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1344076.125000 Penalty: 4564.394531
	Iteration 25Q: 3 clusters Score -1344076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1344121.125000 Penalty: 4564.394531
	Iteration 26Q: 3 clusters Score -1344121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1344149.500000 Penalty: 4564.394531
	Iteration 27Q: 3 clusters Score -1344150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1344177.500000 Penalty: 4564.394531
	Iteration 28Q: 3 clusters Score -1344178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1344206.375000 Penalty: 4564.394531
	Iteration 29Q: 3 clusters Score -1344206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1344237.000000 Penalty: 4564.394531
	Iteration 30Q: 3 clusters Score -1344237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1344253.875000 Penalty: 4564.394531
	Iteration 31Q: 3 clusters Score -1344254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1344266.375000 Penalty: 4564.394531
	Iteration 32Q: 3 clusters Score -1344266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1344280.750000 Penalty: 4564.394531
	Iteration 33Q: 3 clusters Score -1344281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1344292.000000 Penalty: 4564.394531
	Iteration 34Q: 3 clusters Score -1344292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1344298.375000 Penalty: 4564.394531
	Iteration 35Q: 3 clusters Score -1344298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1344311.000000 Penalty: 4564.394531
	Iteration 36Q: 3 clusters Score -1344311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1344317.500000 Penalty: 4564.394531
	Iteration 37Q: 3 clusters Score -1344318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1344327.250000 Penalty: 4564.394531
	Iteration 38Q: 3 clusters Score -1344327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1344328.875000 Penalty: 4564.394531
	Iteration 39Q: 3 clusters Score -1344329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1344331.500000 Penalty: 4564.394531
	Iteration 40F: 3 clusters Score -1344332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1344334.500000 Penalty: 4564.394531
	Iteration 41Q: 3 clusters Score -1344334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1344339.000000 Penalty: 4564.394531
	Iteration 42Q: 3 clusters Score -1344339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1344339.750000 Penalty: 4564.394531
	Iteration 43Q: 3 clusters Score -1344340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1344345.250000 Penalty: 4564.394531
	Iteration 44Q: 3 clusters Score -1344345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1344346.375000 Penalty: 4564.394531
	Iteration 45Q: 3 clusters Score -1344346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1344350.000000 Penalty: 4564.394531
	Iteration 46Q: 3 clusters Score -1344350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1344353.250000 Penalty: 4564.394531
	Iteration 47Q: 3 clusters Score -1344353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1344355.250000 Penalty: 4564.394531
	Iteration 48Q: 3 clusters Score -1344355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1344363.000000 Penalty: 4564.394531
	Iteration 49Q: 3 clusters Score -1344363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1344365.375000 Penalty: 4564.394531
	Iteration 50Q: 3 clusters Score -1344365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1344369.750000 Penalty: 4564.394531
	Iteration 51Q: 3 clusters Score -1344370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1344373.750000 Penalty: 4564.394531
	Iteration 52Q: 3 clusters Score -1344374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1344375.875000 Penalty: 4564.394531
	Iteration 53Q: 3 clusters Score -1344376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1344375.625000 Penalty: 4564.394531
	Iteration 54Q: 3 clusters Score -1344376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1344375.625000 Penalty: 4564.394531
	Iteration 55F: 3 clusters Score -1344376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -44390.417969 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -44390.42 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 175 members 
Entering Unmasked Estep 
Score: -43036.152344 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -43036.15 nChanged 36
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: -43140.265625 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -43140.27 nChanged 9
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: -43174.765625 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -43174.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43190.558594 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -43190.56 nChanged 3
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: -43195.003906 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -43195 nChanged 0
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: -43195.003906 Penalty: 2904.115723
	Iteration 5F: 3 clusters Score -43195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Entering Unmasked Estep 
Score: -3049005.000000 Penalty: 2481.968506
	Iteration 0F: 2 clusters Score -3049005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3033455.500000 Penalty: 4963.937012
	Iteration 0F: 3 clusters Score -3033456 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3038791.250000 Penalty: 4963.937012
	Iteration 1F: 3 clusters Score -3038791 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3039229.500000 Penalty: 4963.937012
	Iteration 2F: 3 clusters Score -3039230 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3039573.000000 Penalty: 4963.937012
	Iteration 3Q: 3 clusters Score -3039573 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3039881.000000 Penalty: 4963.937012
	Iteration 4Q: 3 clusters Score -3039881 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3040202.000000 Penalty: 4963.937012
	Iteration 5Q: 3 clusters Score -3040202 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3040566.000000 Penalty: 4963.937012
	Iteration 6Q: 3 clusters Score -3040566 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3040988.750000 Penalty: 4963.937012
	Iteration 7Q: 3 clusters Score -3040989 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3041446.500000 Penalty: 4963.937012
	Iteration 8Q: 3 clusters Score -3041446 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3041932.750000 Penalty: 4963.937012
	Iteration 9Q: 3 clusters Score -3041933 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3042443.750000 Penalty: 4963.937012
	Iteration 10Q: 3 clusters Score -3042444 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3042948.500000 Penalty: 4963.937012
	Iteration 11Q: 3 clusters Score -3042948 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3043447.750000 Penalty: 4963.937012
	Iteration 12Q: 3 clusters Score -3043448 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3043861.250000 Penalty: 4963.937012
	Iteration 13Q: 3 clusters Score -3043861 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3044201.250000 Penalty: 4963.937012
	Iteration 14Q: 3 clusters Score -3044201 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3044489.750000 Penalty: 4963.937012
	Iteration 15Q: 3 clusters Score -3044490 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3044665.000000 Penalty: 4963.937012
	Iteration 16Q: 3 clusters Score -3044665 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3044760.250000 Penalty: 4963.937012
	Iteration 17Q: 3 clusters Score -3044760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3044832.000000 Penalty: 4963.937012
	Iteration 18Q: 3 clusters Score -3044832 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3044888.250000 Penalty: 4963.937012
	Iteration 19Q: 3 clusters Score -3044888 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3044933.000000 Penalty: 4963.937012
	Iteration 20F: 3 clusters Score -3044933 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3044957.750000 Penalty: 4963.937012
	Iteration 21Q: 3 clusters Score -3044958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3044993.500000 Penalty: 4963.937012
	Iteration 22Q: 3 clusters Score -3044994 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3045015.750000 Penalty: 4963.937012
	Iteration 23Q: 3 clusters Score -3045016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3045057.750000 Penalty: 4963.937012
	Iteration 24Q: 3 clusters Score -3045058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3045093.250000 Penalty: 4963.937012
	Iteration 25Q: 3 clusters Score -3045093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3045120.250000 Penalty: 4963.937012
	Iteration 26Q: 3 clusters Score -3045120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3045144.250000 Penalty: 4963.937012
	Iteration 27Q: 3 clusters Score -3045144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3045185.000000 Penalty: 4963.937012
	Iteration 28Q: 3 clusters Score -3045185 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3045217.250000 Penalty: 4963.937012
	Iteration 29Q: 3 clusters Score -3045217 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3045249.750000 Penalty: 4963.937012
	Iteration 30Q: 3 clusters Score -3045250 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3045282.500000 Penalty: 4963.937012
	Iteration 31Q: 3 clusters Score -3045282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3045306.000000 Penalty: 4963.937012
	Iteration 32Q: 3 clusters Score -3045306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3045342.250000 Penalty: 4963.937012
	Iteration 33Q: 3 clusters Score -3045342 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3045378.000000 Penalty: 4963.937012
	Iteration 34Q: 3 clusters Score -3045378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3045408.500000 Penalty: 4963.937012
	Iteration 35Q: 3 clusters Score -3045408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3045441.500000 Penalty: 4963.937012
	Iteration 36Q: 3 clusters Score -3045442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3045467.000000 Penalty: 4963.937012
	Iteration 37Q: 3 clusters Score -3045467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3045498.500000 Penalty: 4963.937012
	Iteration 38Q: 3 clusters Score -3045498 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3045523.250000 Penalty: 4963.937012
	Iteration 39Q: 3 clusters Score -3045523 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3045549.250000 Penalty: 4963.937012
	Iteration 40F: 3 clusters Score -3045549 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3045580.000000 Penalty: 4963.937012
	Iteration 41Q: 3 clusters Score -3045580 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3045615.250000 Penalty: 4963.937012
	Iteration 42Q: 3 clusters Score -3045615 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3045664.000000 Penalty: 4963.937012
	Iteration 43Q: 3 clusters Score -3045664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3045713.750000 Penalty: 4963.937012
	Iteration 44Q: 3 clusters Score -3045714 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3045755.750000 Penalty: 4963.937012
	Iteration 45Q: 3 clusters Score -3045756 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3045805.250000 Penalty: 4963.937012
	Iteration 46Q: 3 clusters Score -3045805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3045866.500000 Penalty: 4963.937012
	Iteration 47Q: 3 clusters Score -3045866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3045940.000000 Penalty: 4963.937012
	Iteration 48Q: 3 clusters Score -3045940 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3046017.000000 Penalty: 4963.937012
	Iteration 49Q: 3 clusters Score -3046017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3046091.750000 Penalty: 4963.937012
	Iteration 50Q: 3 clusters Score -3046092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3046149.250000 Penalty: 4963.937012
	Iteration 51Q: 3 clusters Score -3046149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3046202.250000 Penalty: 4963.937012
	Iteration 52Q: 3 clusters Score -3046202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3046244.750000 Penalty: 4963.937012
	Iteration 53Q: 3 clusters Score -3046245 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3046310.500000 Penalty: 4963.937012
	Iteration 54Q: 3 clusters Score -3046310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3046370.750000 Penalty: 4963.937012
	Iteration 55Q: 3 clusters Score -3046371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3046421.000000 Penalty: 4963.937012
	Iteration 56Q: 3 clusters Score -3046421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3046486.750000 Penalty: 4963.937012
	Iteration 57Q: 3 clusters Score -3046487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3046522.500000 Penalty: 4963.937012
	Iteration 58Q: 3 clusters Score -3046522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3046563.250000 Penalty: 4963.937012
	Iteration 59Q: 3 clusters Score -3046563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3046603.750000 Penalty: 4963.937012
	Iteration 60F: 3 clusters Score -3046604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3046639.500000 Penalty: 4963.937012
	Iteration 61Q: 3 clusters Score -3046640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3046660.500000 Penalty: 4963.937012
	Iteration 62Q: 3 clusters Score -3046660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3046692.250000 Penalty: 4963.937012
	Iteration 63Q: 3 clusters Score -3046692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3046718.250000 Penalty: 4963.937012
	Iteration 64Q: 3 clusters Score -3046718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3046738.500000 Penalty: 4963.937012
	Iteration 65Q: 3 clusters Score -3046738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3046751.000000 Penalty: 4963.937012
	Iteration 66Q: 3 clusters Score -3046751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3046775.250000 Penalty: 4963.937012
	Iteration 67Q: 3 clusters Score -3046775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3046787.250000 Penalty: 4963.937012
	Iteration 68Q: 3 clusters Score -3046787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3046796.000000 Penalty: 4963.937012
	Iteration 69Q: 3 clusters Score -3046796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3046807.000000 Penalty: 4963.937012
	Iteration 70Q: 3 clusters Score -3046807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3046824.000000 Penalty: 4963.937012
	Iteration 71Q: 3 clusters Score -3046824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3046840.500000 Penalty: 4963.937012
	Iteration 72Q: 3 clusters Score -3046840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3046855.000000 Penalty: 4963.937012
	Iteration 73Q: 3 clusters Score -3046855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3046864.750000 Penalty: 4963.937012
	Iteration 74Q: 3 clusters Score -3046865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3046876.500000 Penalty: 4963.937012
	Iteration 75Q: 3 clusters Score -3046876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3046882.000000 Penalty: 4963.937012
	Iteration 76Q: 3 clusters Score -3046882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3046887.500000 Penalty: 4963.937012
	Iteration 77Q: 3 clusters Score -3046888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3046888.750000 Penalty: 4963.937012
	Iteration 78Q: 3 clusters Score -3046889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3046893.000000 Penalty: 4963.937012
	Iteration 79Q: 3 clusters Score -3046893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3046893.500000 Penalty: 4963.937012
	Iteration 80F: 3 clusters Score -3046894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3046900.000000 Penalty: 4963.937012
	Iteration 81Q: 3 clusters Score -3046900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3046902.750000 Penalty: 4963.937012
	Iteration 82Q: 3 clusters Score -3046903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3046908.250000 Penalty: 4963.937012
	Iteration 83Q: 3 clusters Score -3046908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3046914.750000 Penalty: 4963.937012
	Iteration 84Q: 3 clusters Score -3046915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3046912.750000 Penalty: 4963.937012
	Iteration 85Q: 3 clusters Score -3046913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3046916.250000 Penalty: 4963.937012
	Iteration 86Q: 3 clusters Score -3046916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3046919.250000 Penalty: 4963.937012
	Iteration 87Q: 3 clusters Score -3046919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3046917.000000 Penalty: 4963.937012
	Iteration 88Q: 3 clusters Score -3046917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3046915.500000 Penalty: 4963.937012
	Iteration 89Q: 3 clusters Score -3046916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3046920.000000 Penalty: 4963.937012
	Iteration 90Q: 3 clusters Score -3046920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3046923.500000 Penalty: 4963.937012
	Iteration 91Q: 3 clusters Score -3046924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3046925.250000 Penalty: 4963.937012
	Iteration 92Q: 3 clusters Score -3046925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3046929.500000 Penalty: 4963.937012
	Iteration 93Q: 3 clusters Score -3046930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3046930.500000 Penalty: 4963.937012
	Iteration 94Q: 3 clusters Score -3046930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3046936.750000 Penalty: 4963.937012
	Iteration 95Q: 3 clusters Score -3046937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3046938.500000 Penalty: 4963.937012
	Iteration 96Q: 3 clusters Score -3046938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3046937.000000 Penalty: 4963.937012
	Iteration 97Q: 3 clusters Score -3046937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3046941.250000 Penalty: 4963.937012
	Iteration 98Q: 3 clusters Score -3046941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3046940.250000 Penalty: 4963.937012
	Iteration 99Q: 3 clusters Score -3046940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3046939.250000 Penalty: 4963.937012
	Iteration 100F: 3 clusters Score -3046939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3046942.750000 Penalty: 4963.937012
	Iteration 101Q: 3 clusters Score -3046943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3046950.750000 Penalty: 4963.937012
	Iteration 102Q: 3 clusters Score -3046951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3046949.250000 Penalty: 4963.937012
	Iteration 103Q: 3 clusters Score -3046949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3046948.750000 Penalty: 4963.937012
	Iteration 104Q: 3 clusters Score -3046949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3046952.000000 Penalty: 4963.937012
	Iteration 105Q: 3 clusters Score -3046952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3046957.500000 Penalty: 4963.937012
	Iteration 106Q: 3 clusters Score -3046958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3046960.000000 Penalty: 4963.937012
	Iteration 107Q: 3 clusters Score -3046960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3046962.500000 Penalty: 4963.937012
	Iteration 108Q: 3 clusters Score -3046962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3046969.750000 Penalty: 4963.937012
	Iteration 109Q: 3 clusters Score -3046970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3046968.500000 Penalty: 4963.937012
	Iteration 110Q: 3 clusters Score -3046968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3046970.750000 Penalty: 4963.937012
	Iteration 111Q: 3 clusters Score -3046971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3046969.250000 Penalty: 4963.937012
	Iteration 112Q: 3 clusters Score -3046969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3046967.750000 Penalty: 4963.937012
	Iteration 113Q: 3 clusters Score -3046968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3046967.750000 Penalty: 4963.937012
	Iteration 114F: 3 clusters Score -3046968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24234.732422 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24234.73 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: -23107.726562 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23107.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23502.304688 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23502.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23838.689453 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -23838.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24068.269531 Penalty: 2761.898926
	Iteration 3F: 3 clusters Score -24068.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24145.626953 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -24145.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24220.718750 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -24220.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24264.046875 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -24264.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24342.234375 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -24342.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24443.761719 Penalty: 2761.898926
	Iteration 8Q: 3 clusters Score -24443.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24449.574219 Penalty: 2761.898926
	Iteration 9Q: 3 clusters Score -24449.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24471.523438 Penalty: 2761.898926
	Iteration 10Q: 3 clusters Score -24471.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24529.048828 Penalty: 2761.898926
	Iteration 11Q: 3 clusters Score -24529.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24598.050781 Penalty: 2761.898926
	Iteration 12Q: 3 clusters Score -24598.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24609.738281 Penalty: 2761.898926
	Iteration 13Q: 3 clusters Score -24609.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24622.296875 Penalty: 2761.898926
	Iteration 14Q: 3 clusters Score -24622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24653.890625 Penalty: 2761.898926
	Iteration 15Q: 3 clusters Score -24653.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24666.166016 Penalty: 2761.898926
	Iteration 16Q: 3 clusters Score -24666.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24666.166016 Penalty: 2761.898926
	Iteration 17F: 3 clusters Score -24666.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 72592 members 
Mstep: Class 4 contains 97212 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 95030 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 196882 members 
Mstep: Class 10 contains 171534 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169352 members 
Mstep: Class 16 contains 21824 members 
Mstep: Class 17 contains 9921 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22202 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 154 members 
Entering Unmasked Estep 
Score: -126439536.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126440984.000000 to -126439536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -130136.390625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -130136.4 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 591 members 
Entering Unmasked Estep 
Score: -128204.804688 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -128204.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128856.593750 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -128856.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129402.023438 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -129402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129865.195312 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -129865.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -130247.054688 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -130247.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -130617.968750 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -130618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130898.289062 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -130898.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131077.484375 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -131077.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131281.687500 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -131281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131454.921875 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -131454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131466.390625 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -131466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131485.109375 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -131485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131492.359375 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -131492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131492.359375 Penalty: 3487.305420
	Iteration 13F: 3 clusters Score -131492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 72592 members 
Mstep: Class 4 contains 97212 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 95030 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 196882 members 
Mstep: Class 10 contains 171534 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169352 members 
Mstep: Class 16 contains 21824 members 
Mstep: Class 17 contains 9921 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22202 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 715 members 
Entering Unmasked Estep 
Score: -126440928.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126440984.000000 to -126440928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43211.781250 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -43211.78 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 197 members 
Entering Unmasked Estep 
Score: -41884.492188 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41884.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42240.710938 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -42240.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42488.992188 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -42488.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42656.914062 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -42656.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42877.183594 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42877.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42937.453125 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42937.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42968.957031 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42968.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42992.859375 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42992.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43011.300781 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -43011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43029.707031 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -43029.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43034.855469 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -43034.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43038.214844 Penalty: 2985.222168
	Iteration 11F: 3 clusters Score -43038.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43051.125000 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -43051.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43053.949219 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -43053.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43053.949219 Penalty: 2985.222168
	Iteration 14F: 3 clusters Score -43053.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 72592 members 
Mstep: Class 4 contains 97212 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 95030 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 196882 members 
Mstep: Class 10 contains 171534 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169352 members 
Mstep: Class 16 contains 21824 members 
Mstep: Class 17 contains 9921 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22202 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441248.000000 Penalty: 75135.828125
Iteration 119Q: 23 clusters Score -1.264412e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23818 members 
Mstep: Class 3 contains 72447 members 
Mstep: Class 4 contains 97293 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 27058 members 
Mstep: Class 7 contains 95640 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 197040 members 
Mstep: Class 10 contains 171210 members 
Mstep: Class 11 contains 12591 members 
Mstep: Class 12 contains 18962 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169228 members 
Mstep: Class 16 contains 21819 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22207 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441296.000000 Penalty: 75135.828125
Iteration 120F: 23 clusters Score -1.264413e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23835 members 
Mstep: Class 3 contains 72281 members 
Mstep: Class 4 contains 97346 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 27075 members 
Mstep: Class 7 contains 96189 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 197151 members 
Mstep: Class 10 contains 170952 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 18954 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169138 members 
Mstep: Class 16 contains 21816 members 
Mstep: Class 17 contains 9426 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22223 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441424.000000 Penalty: 75135.828125
Iteration 121Q: 23 clusters Score -1.264414e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23850 members 
Mstep: Class 3 contains 72153 members 
Mstep: Class 4 contains 97357 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 27086 members 
Mstep: Class 7 contains 96766 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 197218 members 
Mstep: Class 10 contains 170712 members 
Mstep: Class 11 contains 12600 members 
Mstep: Class 12 contains 18939 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169074 members 
Mstep: Class 16 contains 21820 members 
Mstep: Class 17 contains 9189 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22236 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441272.000000 Penalty: 75135.828125
Iteration 122Q: 23 clusters Score -1.264413e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 72025 members 
Mstep: Class 4 contains 97342 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 27114 members 
Mstep: Class 7 contains 97340 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 197278 members 
Mstep: Class 10 contains 170473 members 
Mstep: Class 11 contains 12598 members 
Mstep: Class 12 contains 18941 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169043 members 
Mstep: Class 16 contains 21819 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22235 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441608.000000 Penalty: 75135.828125
Iteration 123Q: 23 clusters Score -1.264416e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 71911 members 
Mstep: Class 4 contains 97315 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 27159 members 
Mstep: Class 7 contains 97895 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 197338 members 
Mstep: Class 10 contains 170225 members 
Mstep: Class 11 contains 12598 members 
Mstep: Class 12 contains 18945 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169008 members 
Mstep: Class 16 contains 21823 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22233 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 124Q: 23 clusters Score -1.264413e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 3 contains 71806 members 
Mstep: Class 4 contains 97295 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 27181 members 
Mstep: Class 7 contains 98366 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 197456 members 
Mstep: Class 10 contains 169987 members 
Mstep: Class 11 contains 12599 members 
Mstep: Class 12 contains 18945 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168998 members 
Mstep: Class 16 contains 21823 members 
Mstep: Class 17 contains 8468 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22231 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441456.000000 Penalty: 75135.828125
Iteration 125Q: 23 clusters Score -1.264415e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23895 members 
Mstep: Class 3 contains 71707 members 
Mstep: Class 4 contains 97255 members 
Mstep: Class 5 contains 7881 members 
Mstep: Class 6 contains 27207 members 
Mstep: Class 7 contains 98818 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 197545 members 
Mstep: Class 10 contains 169767 members 
Mstep: Class 11 contains 12601 members 
Mstep: Class 12 contains 18945 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168990 members 
Mstep: Class 16 contains 21826 members 
Mstep: Class 17 contains 8264 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22239 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441472.000000 Penalty: 75135.828125
Iteration 126Q: 23 clusters Score -1.264415e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23903 members 
Mstep: Class 3 contains 71622 members 
Mstep: Class 4 contains 97192 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 99288 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 197580 members 
Mstep: Class 10 contains 169587 members 
Mstep: Class 11 contains 12605 members 
Mstep: Class 12 contains 18941 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168990 members 
Mstep: Class 16 contains 21831 members 
Mstep: Class 17 contains 8066 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22248 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441456.000000 Penalty: 75135.828125
Iteration 127Q: 23 clusters Score -1.264415e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23916 members 
Mstep: Class 3 contains 71549 members 
Mstep: Class 4 contains 97104 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 27248 members 
Mstep: Class 7 contains 99762 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 197573 members 
Mstep: Class 10 contains 169487 members 
Mstep: Class 11 contains 12608 members 
Mstep: Class 12 contains 18932 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168962 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 17 contains 7882 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22250 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 128Q: 23 clusters Score -1.264413e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23922 members 
Mstep: Class 3 contains 71455 members 
Mstep: Class 4 contains 97049 members 
Mstep: Class 5 contains 7824 members 
Mstep: Class 6 contains 27274 members 
Mstep: Class 7 contains 100199 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 197594 members 
Mstep: Class 10 contains 169379 members 
Mstep: Class 11 contains 12613 members 
Mstep: Class 12 contains 18922 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168904 members 
Mstep: Class 16 contains 21828 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22258 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441280.000000 Penalty: 75135.828125
Iteration 129Q: 23 clusters Score -1.264413e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23929 members 
Mstep: Class 3 contains 71379 members 
Mstep: Class 4 contains 97015 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 27285 members 
Mstep: Class 7 contains 100617 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 197597 members 
Mstep: Class 10 contains 169247 members 
Mstep: Class 11 contains 12614 members 
Mstep: Class 12 contains 18921 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168871 members 
Mstep: Class 16 contains 21825 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22267 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441592.000000 Penalty: 75135.828125
Iteration 130Q: 23 clusters Score -1.264416e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23932 members 
Mstep: Class 3 contains 71321 members 
Mstep: Class 4 contains 96967 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 27298 members 
Mstep: Class 7 contains 101011 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 197601 members 
Mstep: Class 10 contains 169132 members 
Mstep: Class 11 contains 12618 members 
Mstep: Class 12 contains 18913 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168841 members 
Mstep: Class 16 contains 21824 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22271 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441416.000000 Penalty: 75135.828125
Iteration 131Q: 23 clusters Score -1.264414e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23937 members 
Mstep: Class 3 contains 71215 members 
Mstep: Class 4 contains 96910 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 6 contains 27305 members 
Mstep: Class 7 contains 101399 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 197577 members 
Mstep: Class 10 contains 169000 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 18913 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168849 members 
Mstep: Class 16 contains 21826 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22286 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441424.000000 Penalty: 75135.828125
Iteration 132Q: 23 clusters Score -1.264414e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23941 members 
Mstep: Class 3 contains 71135 members 
Mstep: Class 4 contains 96829 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 27313 members 
Mstep: Class 7 contains 101777 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 197568 members 
Mstep: Class 10 contains 168884 members 
Mstep: Class 11 contains 12625 members 
Mstep: Class 12 contains 18909 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168849 members 
Mstep: Class 16 contains 21827 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22301 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441472.000000 Penalty: 75135.828125
Iteration 133Q: 23 clusters Score -1.264415e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23945 members 
Mstep: Class 3 contains 71029 members 
Mstep: Class 4 contains 96743 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 27310 members 
Mstep: Class 7 contains 102127 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 197597 members 
Mstep: Class 10 contains 168791 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 18905 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168871 members 
Mstep: Class 16 contains 21826 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441416.000000 Penalty: 75135.828125
Iteration 134Q: 23 clusters Score -1.264414e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 70924 members 
Mstep: Class 4 contains 96672 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 27321 members 
Mstep: Class 7 contains 102445 members 
Mstep: Class 8 contains 3777 members 
Mstep: Class 9 contains 197581 members 
Mstep: Class 10 contains 168720 members 
Mstep: Class 11 contains 12629 members 
Mstep: Class 12 contains 18904 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168904 members 
Mstep: Class 16 contains 21824 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22328 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441416.000000 Penalty: 75135.828125
Iteration 135Q: 23 clusters Score -1.264414e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23959 members 
Mstep: Class 3 contains 70815 members 
Mstep: Class 4 contains 96588 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 27335 members 
Mstep: Class 7 contains 102720 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 197624 members 
Mstep: Class 10 contains 168643 members 
Mstep: Class 11 contains 12631 members 
Mstep: Class 12 contains 18905 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168932 members 
Mstep: Class 16 contains 21825 members 
Mstep: Class 17 contains 6928 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22334 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441456.000000 Penalty: 75135.828125
Iteration 136Q: 23 clusters Score -1.264415e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23969 members 
Mstep: Class 3 contains 70714 members 
Mstep: Class 4 contains 96514 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 27348 members 
Mstep: Class 7 contains 102960 members 
Mstep: Class 8 contains 3772 members 
Mstep: Class 9 contains 197677 members 
Mstep: Class 10 contains 168586 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 18895 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168944 members 
Mstep: Class 16 contains 21825 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22349 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441392.000000 Penalty: 75135.828125
Iteration 137Q: 23 clusters Score -1.264414e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23979 members 
Mstep: Class 3 contains 70638 members 
Mstep: Class 4 contains 96445 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 27355 members 
Mstep: Class 7 contains 103165 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 197758 members 
Mstep: Class 10 contains 168534 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168915 members 
Mstep: Class 16 contains 21825 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441568.000000 Penalty: 75135.828125
Iteration 138Q: 23 clusters Score -1.264416e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 70570 members 
Mstep: Class 4 contains 96380 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 103372 members 
Mstep: Class 8 contains 3768 members 
Mstep: Class 9 contains 197807 members 
Mstep: Class 10 contains 168482 members 
Mstep: Class 11 contains 12633 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168906 members 
Mstep: Class 16 contains 21828 members 
Mstep: Class 17 contains 6684 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22380 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441808.000000 Penalty: 75135.828125
Iteration 139Q: 23 clusters Score -1.264418e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23992 members 
Mstep: Class 3 contains 70499 members 
Mstep: Class 4 contains 96309 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 27348 members 
Mstep: Class 7 contains 103570 members 
Mstep: Class 8 contains 3768 members 
Mstep: Class 9 contains 197869 members 
Mstep: Class 10 contains 168410 members 
Mstep: Class 11 contains 12633 members 
Mstep: Class 12 contains 18891 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168914 members 
Mstep: Class 16 contains 21829 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22402 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441800.000000 Penalty: 75135.828125
Iteration 140F: 23 clusters Score -1.264418e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24000 members 
Mstep: Class 3 contains 70422 members 
Mstep: Class 4 contains 96224 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 103744 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 197894 members 
Mstep: Class 10 contains 168341 members 
Mstep: Class 11 contains 12635 members 
Mstep: Class 12 contains 18890 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168960 members 
Mstep: Class 16 contains 21830 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22416 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441480.000000 Penalty: 75135.828125
Iteration 141Q: 23 clusters Score -1.264415e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24000 members 
Mstep: Class 3 contains 70357 members 
Mstep: Class 4 contains 96149 members 
Mstep: Class 5 contains 7689 members 
Mstep: Class 6 contains 27362 members 
Mstep: Class 7 contains 103923 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 197931 members 
Mstep: Class 10 contains 168273 members 
Mstep: Class 11 contains 12640 members 
Mstep: Class 12 contains 18884 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168985 members 
Mstep: Class 16 contains 21827 members 
Mstep: Class 17 contains 6522 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22426 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 142Q: 23 clusters Score -1.264414e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24007 members 
Mstep: Class 3 contains 70311 members 
Mstep: Class 4 contains 96061 members 
Mstep: Class 5 contains 7685 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 104084 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 197971 members 
Mstep: Class 10 contains 168234 members 
Mstep: Class 11 contains 12642 members 
Mstep: Class 12 contains 18881 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168995 members 
Mstep: Class 16 contains 21825 members 
Mstep: Class 17 contains 6477 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22430 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441224.000000 Penalty: 75135.828125
Iteration 143Q: 23 clusters Score -1.264412e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 70263 members 
Mstep: Class 4 contains 95972 members 
Mstep: Class 5 contains 7681 members 
Mstep: Class 6 contains 27369 members 
Mstep: Class 7 contains 104243 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198009 members 
Mstep: Class 10 contains 168208 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 12 contains 18882 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168990 members 
Mstep: Class 16 contains 21826 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22429 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441064.000000 Penalty: 75135.828125
Iteration 144Q: 23 clusters Score -1.264411e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24025 members 
Mstep: Class 3 contains 70235 members 
Mstep: Class 4 contains 95892 members 
Mstep: Class 5 contains 7675 members 
Mstep: Class 6 contains 27384 members 
Mstep: Class 7 contains 104401 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198032 members 
Mstep: Class 10 contains 168180 members 
Mstep: Class 11 contains 12646 members 
Mstep: Class 12 contains 18880 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168986 members 
Mstep: Class 16 contains 21821 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22426 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441112.000000 Penalty: 75135.828125
Iteration 145Q: 23 clusters Score -1.264411e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 70196 members 
Mstep: Class 4 contains 95782 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 27387 members 
Mstep: Class 7 contains 104584 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198073 members 
Mstep: Class 10 contains 168160 members 
Mstep: Class 11 contains 12648 members 
Mstep: Class 12 contains 18875 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168975 members 
Mstep: Class 16 contains 21817 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22429 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440880.000000 Penalty: 75135.828125
Iteration 146Q: 23 clusters Score -1.264409e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 70158 members 
Mstep: Class 4 contains 95669 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 104758 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198084 members 
Mstep: Class 10 contains 168158 members 
Mstep: Class 11 contains 12651 members 
Mstep: Class 12 contains 18872 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168986 members 
Mstep: Class 16 contains 21812 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22428 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440752.000000 Penalty: 75135.828125
Iteration 147Q: 23 clusters Score -1.264408e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24037 members 
Mstep: Class 3 contains 70128 members 
Mstep: Class 4 contains 95591 members 
Mstep: Class 5 contains 7654 members 
Mstep: Class 6 contains 27406 members 
Mstep: Class 7 contains 104910 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198082 members 
Mstep: Class 10 contains 168130 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 18872 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168988 members 
Mstep: Class 16 contains 21810 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22435 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440832.000000 Penalty: 75135.828125
Iteration 148Q: 23 clusters Score -1.264408e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24037 members 
Mstep: Class 3 contains 70108 members 
Mstep: Class 4 contains 95505 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 6 contains 27415 members 
Mstep: Class 7 contains 105035 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198106 members 
Mstep: Class 10 contains 168132 members 
Mstep: Class 11 contains 12655 members 
Mstep: Class 12 contains 18870 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 168986 members 
Mstep: Class 16 contains 21806 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22436 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440712.000000 Penalty: 75135.828125
Iteration 149Q: 23 clusters Score -1.264407e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24038 members 
Mstep: Class 3 contains 70071 members 
Mstep: Class 4 contains 95417 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 27425 members 
Mstep: Class 7 contains 105162 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198096 members 
Mstep: Class 10 contains 168125 members 
Mstep: Class 11 contains 12657 members 
Mstep: Class 12 contains 18871 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169000 members 
Mstep: Class 16 contains 21808 members 
Mstep: Class 17 contains 6193 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22451 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440736.000000 Penalty: 75135.828125
Iteration 150Q: 23 clusters Score -1.264407e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24045 members 
Mstep: Class 3 contains 70043 members 
Mstep: Class 4 contains 95333 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 27429 members 
Mstep: Class 7 contains 105290 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198124 members 
Mstep: Class 10 contains 168104 members 
Mstep: Class 11 contains 12658 members 
Mstep: Class 12 contains 18869 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169008 members 
Mstep: Class 16 contains 21807 members 
Mstep: Class 17 contains 6145 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22458 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440744.000000 Penalty: 75135.828125
Iteration 151Q: 23 clusters Score -1.264407e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24045 members 
Mstep: Class 3 contains 70023 members 
Mstep: Class 4 contains 95246 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 27432 members 
Mstep: Class 7 contains 105422 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198121 members 
Mstep: Class 10 contains 168104 members 
Mstep: Class 11 contains 12661 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169022 members 
Mstep: Class 16 contains 21807 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22468 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440808.000000 Penalty: 75135.828125
Iteration 152Q: 23 clusters Score -1.264408e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24051 members 
Mstep: Class 3 contains 69996 members 
Mstep: Class 4 contains 95149 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 27437 members 
Mstep: Class 7 contains 105535 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198126 members 
Mstep: Class 10 contains 168133 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169042 members 
Mstep: Class 16 contains 21805 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22472 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441168.000000 Penalty: 75135.828125
Iteration 153Q: 23 clusters Score -1.264412e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24057 members 
Mstep: Class 3 contains 69972 members 
Mstep: Class 4 contains 95071 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 27447 members 
Mstep: Class 7 contains 105632 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198144 members 
Mstep: Class 10 contains 168145 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169052 members 
Mstep: Class 16 contains 21801 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22474 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441264.000000 Penalty: 75135.828125
Iteration 154Q: 23 clusters Score -1.264413e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24059 members 
Mstep: Class 3 contains 69942 members 
Mstep: Class 4 contains 95017 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 27449 members 
Mstep: Class 7 contains 105729 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198136 members 
Mstep: Class 10 contains 168156 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169072 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22474 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441184.000000 Penalty: 75135.828125
Iteration 155Q: 23 clusters Score -1.264412e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24064 members 
Mstep: Class 3 contains 69917 members 
Mstep: Class 4 contains 94952 members 
Mstep: Class 5 contains 7636 members 
Mstep: Class 6 contains 27456 members 
Mstep: Class 7 contains 105822 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198125 members 
Mstep: Class 10 contains 168171 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18869 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169089 members 
Mstep: Class 16 contains 21797 members 
Mstep: Class 17 contains 5919 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22476 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441256.000000 Penalty: 75135.828125
Iteration 156Q: 23 clusters Score -1.264413e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24064 members 
Mstep: Class 3 contains 69890 members 
Mstep: Class 4 contains 94904 members 
Mstep: Class 5 contains 7629 members 
Mstep: Class 6 contains 27465 members 
Mstep: Class 7 contains 105901 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198137 members 
Mstep: Class 10 contains 168171 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169094 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5891 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441240.000000 Penalty: 75135.828125
Iteration 157Q: 23 clusters Score -1.264412e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24065 members 
Mstep: Class 3 contains 69855 members 
Mstep: Class 4 contains 94858 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 6 contains 27475 members 
Mstep: Class 7 contains 105987 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 198128 members 
Mstep: Class 10 contains 168171 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169111 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5868 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22486 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441184.000000 Penalty: 75135.828125
Iteration 158Q: 23 clusters Score -1.264412e+08 nChanged 433
Entering ConstructFrom: 
Score: -126441184.000000 Penalty: 75135.828125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103851.882812 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102007.000000 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -102007 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102517.703125 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102517.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102784.718750 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102784.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -102936.531250 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -102936.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103138.289062 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -103138.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103226.429688 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -103226.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103260.671875 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -103260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103297.234375 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -103297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103324.351562 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -103324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103336.882812 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -103336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103346.429688 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -103346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103354.164062 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -103354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103367.984375 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -103368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103370.632812 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -103370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103373.953125 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -103374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103377.125000 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -103377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103379.226562 Penalty: 3427.732422
	Iteration 16Q: 3 clusters Score -103379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103387.015625 Penalty: 3427.732422
	Iteration 17Q: 3 clusters Score -103387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -103393.945312 Penalty: 3427.732422
	Iteration 18Q: 3 clusters Score -103393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103396.234375 Penalty: 3427.732422
	Iteration 19Q: 3 clusters Score -103396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103396.234375 Penalty: 3427.732422
	Iteration 20F: 3 clusters Score -103396.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Entering Unmasked Estep 
Score: -3151078.000000 Penalty: 2501.951416
	Iteration 0F: 2 clusters Score -3151078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3134569.000000 Penalty: 5003.902832
	Iteration 0F: 3 clusters Score -3134569 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3140322.000000 Penalty: 5003.902832
	Iteration 1F: 3 clusters Score -3140322 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3141028.250000 Penalty: 5003.902832
	Iteration 2F: 3 clusters Score -3141028 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3141793.250000 Penalty: 5003.902832
	Iteration 3F: 3 clusters Score -3141793 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3142530.500000 Penalty: 5003.902832
	Iteration 4F: 3 clusters Score -3142530 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3143356.500000 Penalty: 5003.902832
	Iteration 5F: 3 clusters Score -3143356 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3144206.000000 Penalty: 5003.902832
	Iteration 6F: 3 clusters Score -3144206 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3145242.000000 Penalty: 5003.902832
	Iteration 7F: 3 clusters Score -3145242 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3146295.500000 Penalty: 5003.902832
	Iteration 8F: 3 clusters Score -3146296 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3147156.250000 Penalty: 5003.902832
	Iteration 9F: 3 clusters Score -3147156 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3147803.500000 Penalty: 5003.902832
	Iteration 10Q: 3 clusters Score -3147804 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3148279.250000 Penalty: 5003.902832
	Iteration 11Q: 3 clusters Score -3148279 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3148632.500000 Penalty: 5003.902832
	Iteration 12Q: 3 clusters Score -3148632 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3148881.250000 Penalty: 5003.902832
	Iteration 13Q: 3 clusters Score -3148881 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3149095.000000 Penalty: 5003.902832
	Iteration 14Q: 3 clusters Score -3149095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3149245.250000 Penalty: 5003.902832
	Iteration 15Q: 3 clusters Score -3149245 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3149355.750000 Penalty: 5003.902832
	Iteration 16Q: 3 clusters Score -3149356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3149423.000000 Penalty: 5003.902832
	Iteration 17Q: 3 clusters Score -3149423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3149477.000000 Penalty: 5003.902832
	Iteration 18Q: 3 clusters Score -3149477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3149517.000000 Penalty: 5003.902832
	Iteration 19Q: 3 clusters Score -3149517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3149547.000000 Penalty: 5003.902832
	Iteration 20F: 3 clusters Score -3149547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3149560.250000 Penalty: 5003.902832
	Iteration 21Q: 3 clusters Score -3149560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3149581.750000 Penalty: 5003.902832
	Iteration 22Q: 3 clusters Score -3149582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3149588.500000 Penalty: 5003.902832
	Iteration 23Q: 3 clusters Score -3149588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3149595.750000 Penalty: 5003.902832
	Iteration 24Q: 3 clusters Score -3149596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3149606.250000 Penalty: 5003.902832
	Iteration 25Q: 3 clusters Score -3149606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3149608.250000 Penalty: 5003.902832
	Iteration 26Q: 3 clusters Score -3149608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3149623.250000 Penalty: 5003.902832
	Iteration 27Q: 3 clusters Score -3149623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3149621.500000 Penalty: 5003.902832
	Iteration 28Q: 3 clusters Score -3149622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3149620.500000 Penalty: 5003.902832
	Iteration 29Q: 3 clusters Score -3149620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3149628.000000 Penalty: 5003.902832
	Iteration 30Q: 3 clusters Score -3149628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3149624.750000 Penalty: 5003.902832
	Iteration 31Q: 3 clusters Score -3149625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3149624.250000 Penalty: 5003.902832
	Iteration 32Q: 3 clusters Score -3149624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3149628.750000 Penalty: 5003.902832
	Iteration 33Q: 3 clusters Score -3149629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3149626.500000 Penalty: 5003.902832
	Iteration 34Q: 3 clusters Score -3149626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3149626.500000 Penalty: 5003.902832
	Iteration 35F: 3 clusters Score -3149626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Entering Unmasked Estep 
Score: -9210350.000000 Penalty: 2766.093994
	Iteration 0F: 2 clusters Score -9210350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -9163887.000000 Penalty: 5532.187988
	Iteration 0F: 3 clusters Score -9163887 nChanged 32444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -9182095.000000 Penalty: 5532.187988
	Iteration 1F: 3 clusters Score -9182095 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -9182970.000000 Penalty: 5532.187988
	Iteration 2Q: 3 clusters Score -9182970 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -9184295.000000 Penalty: 5532.187988
	Iteration 3Q: 3 clusters Score -9184295 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -9186631.000000 Penalty: 5532.187988
	Iteration 4F: 3 clusters Score -9186631 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -9190428.000000 Penalty: 5532.187988
	Iteration 5F: 3 clusters Score -9190428 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -9195634.000000 Penalty: 5532.187988
	Iteration 6F: 3 clusters Score -9195634 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -9200960.000000 Penalty: 5532.187988
	Iteration 7F: 3 clusters Score -9200960 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -9204545.000000 Penalty: 5532.187988
	Iteration 8F: 3 clusters Score -9204545 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -9206330.000000 Penalty: 5532.187988
	Iteration 9Q: 3 clusters Score -9206330 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -9207158.000000 Penalty: 5532.187988
	Iteration 10Q: 3 clusters Score -9207158 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -9207516.000000 Penalty: 5532.187988
	Iteration 11Q: 3 clusters Score -9207516 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -9207640.000000 Penalty: 5532.187988
	Iteration 12Q: 3 clusters Score -9207640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -9207747.000000 Penalty: 5532.187988
	Iteration 13Q: 3 clusters Score -9207747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -9207800.000000 Penalty: 5532.187988
	Iteration 14Q: 3 clusters Score -9207800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -9207839.000000 Penalty: 5532.187988
	Iteration 15Q: 3 clusters Score -9207839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -9207885.000000 Penalty: 5532.187988
	Iteration 16Q: 3 clusters Score -9207885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -9207902.000000 Penalty: 5532.187988
	Iteration 17Q: 3 clusters Score -9207902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -9207929.000000 Penalty: 5532.187988
	Iteration 18Q: 3 clusters Score -9207929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -9207949.000000 Penalty: 5532.187988
	Iteration 19Q: 3 clusters Score -9207949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -9207948.000000 Penalty: 5532.187988
	Iteration 20F: 3 clusters Score -9207948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9207972.000000 Penalty: 5532.187988
	Iteration 21Q: 3 clusters Score -9207972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -9207965.000000 Penalty: 5532.187988
	Iteration 22Q: 3 clusters Score -9207965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -9207973.000000 Penalty: 5532.187988
	Iteration 23Q: 3 clusters Score -9207973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -9207976.000000 Penalty: 5532.187988
	Iteration 24Q: 3 clusters Score -9207976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -9207975.000000 Penalty: 5532.187988
	Iteration 25Q: 3 clusters Score -9207975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -9207983.000000 Penalty: 5532.187988
	Iteration 26Q: 3 clusters Score -9207983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -9207983.000000 Penalty: 5532.187988
	Iteration 27Q: 3 clusters Score -9207983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -9207982.000000 Penalty: 5532.187988
	Iteration 28Q: 3 clusters Score -9207982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -9207992.000000 Penalty: 5532.187988
	Iteration 29Q: 3 clusters Score -9207992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -9207993.000000 Penalty: 5532.187988
	Iteration 30Q: 3 clusters Score -9207993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -9207991.000000 Penalty: 5532.187988
	Iteration 31Q: 3 clusters Score -9207991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -9207995.000000 Penalty: 5532.187988
	Iteration 32Q: 3 clusters Score -9207995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -9207991.000000 Penalty: 5532.187988
	Iteration 33Q: 3 clusters Score -9207991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -9207992.000000 Penalty: 5532.187988
	Iteration 34Q: 3 clusters Score -9207992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -9207997.000000 Penalty: 5532.187988
	Iteration 35Q: 3 clusters Score -9207997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -9207998.000000 Penalty: 5532.187988
	Iteration 36Q: 3 clusters Score -9207998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -9208005.000000 Penalty: 5532.187988
	Iteration 37Q: 3 clusters Score -9208005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -9207997.000000 Penalty: 5532.187988
	Iteration 38Q: 3 clusters Score -9207997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -9207992.000000 Penalty: 5532.187988
	Iteration 39Q: 3 clusters Score -9207992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -9207995.000000 Penalty: 5532.187988
	Iteration 40F: 3 clusters Score -9207995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (94803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Entering Unmasked Estep 
Score: -12881578.000000 Penalty: 2841.969971
	Iteration 0F: 2 clusters Score -1.288158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -12818210.000000 Penalty: 5683.939941
	Iteration 0F: 3 clusters Score -1.281821e+07 nChanged 44880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -12843597.000000 Penalty: 5683.939941
	Iteration 1F: 3 clusters Score -1.28436e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -12844301.000000 Penalty: 5683.939941
	Iteration 2Q: 3 clusters Score -1.28443e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -12844965.000000 Penalty: 5683.939941
	Iteration 3Q: 3 clusters Score -1.284496e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -12845972.000000 Penalty: 5683.939941
	Iteration 4Q: 3 clusters Score -1.284597e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -12847406.000000 Penalty: 5683.939941
	Iteration 5Q: 3 clusters Score -1.284741e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -12849772.000000 Penalty: 5683.939941
	Iteration 6Q: 3 clusters Score -1.284977e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -12853623.000000 Penalty: 5683.939941
	Iteration 7F: 3 clusters Score -1.285362e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -12859242.000000 Penalty: 5683.939941
	Iteration 8F: 3 clusters Score -1.285924e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -12866127.000000 Penalty: 5683.939941
	Iteration 9F: 3 clusters Score -1.286613e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -12872051.000000 Penalty: 5683.939941
	Iteration 10F: 3 clusters Score -1.287205e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -12876007.000000 Penalty: 5683.939941
	Iteration 11Q: 3 clusters Score -1.287601e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12877799.000000 Penalty: 5683.939941
	Iteration 12Q: 3 clusters Score -1.28778e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12878510.000000 Penalty: 5683.939941
	Iteration 13Q: 3 clusters Score -1.287851e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12878812.000000 Penalty: 5683.939941
	Iteration 14Q: 3 clusters Score -1.287881e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12878910.000000 Penalty: 5683.939941
	Iteration 15Q: 3 clusters Score -1.287891e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12878989.000000 Penalty: 5683.939941
	Iteration 16Q: 3 clusters Score -1.287899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12879034.000000 Penalty: 5683.939941
	Iteration 17Q: 3 clusters Score -1.287903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12879057.000000 Penalty: 5683.939941
	Iteration 18Q: 3 clusters Score -1.287906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12879059.000000 Penalty: 5683.939941
	Iteration 19Q: 3 clusters Score -1.287906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12879078.000000 Penalty: 5683.939941
	Iteration 20F: 3 clusters Score -1.287908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12879091.000000 Penalty: 5683.939941
	Iteration 21Q: 3 clusters Score -1.287909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12879095.000000 Penalty: 5683.939941
	Iteration 22Q: 3 clusters Score -1.28791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12879108.000000 Penalty: 5683.939941
	Iteration 23Q: 3 clusters Score -1.287911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12879120.000000 Penalty: 5683.939941
	Iteration 24Q: 3 clusters Score -1.287912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12879118.000000 Penalty: 5683.939941
	Iteration 25Q: 3 clusters Score -1.287912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12879127.000000 Penalty: 5683.939941
	Iteration 26Q: 3 clusters Score -1.287913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12879120.000000 Penalty: 5683.939941
	Iteration 27Q: 3 clusters Score -1.287912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12879124.000000 Penalty: 5683.939941
	Iteration 28Q: 3 clusters Score -1.287912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12879129.000000 Penalty: 5683.939941
	Iteration 29Q: 3 clusters Score -1.287913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12879131.000000 Penalty: 5683.939941
	Iteration 30Q: 3 clusters Score -1.287913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12879131.000000 Penalty: 5683.939941
	Iteration 31F: 3 clusters Score -1.287913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Entering Unmasked Estep 
Score: -980202.312500 Penalty: 2216.593018
	Iteration 0F: 2 clusters Score -980202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -974080.812500 Penalty: 4433.186035
	Iteration 0F: 3 clusters Score -974080.8 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -976010.875000 Penalty: 4433.186035
	Iteration 1F: 3 clusters Score -976010.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -976541.375000 Penalty: 4433.186035
	Iteration 2F: 3 clusters Score -976541.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -977005.187500 Penalty: 4433.186035
	Iteration 3F: 3 clusters Score -977005.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -977376.125000 Penalty: 4433.186035
	Iteration 4F: 3 clusters Score -977376.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -977670.937500 Penalty: 4433.186035
	Iteration 5F: 3 clusters Score -977670.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -977894.812500 Penalty: 4433.186035
	Iteration 6Q: 3 clusters Score -977894.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -978065.125000 Penalty: 4433.186035
	Iteration 7Q: 3 clusters Score -978065.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -978199.062500 Penalty: 4433.186035
	Iteration 8Q: 3 clusters Score -978199.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -978311.750000 Penalty: 4433.186035
	Iteration 9Q: 3 clusters Score -978311.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -978396.250000 Penalty: 4433.186035
	Iteration 10Q: 3 clusters Score -978396.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -978463.000000 Penalty: 4433.186035
	Iteration 11Q: 3 clusters Score -978463 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -978515.750000 Penalty: 4433.186035
	Iteration 12Q: 3 clusters Score -978515.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -978562.625000 Penalty: 4433.186035
	Iteration 13Q: 3 clusters Score -978562.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -978612.250000 Penalty: 4433.186035
	Iteration 14Q: 3 clusters Score -978612.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -978649.687500 Penalty: 4433.186035
	Iteration 15Q: 3 clusters Score -978649.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -978677.625000 Penalty: 4433.186035
	Iteration 16Q: 3 clusters Score -978677.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -978689.500000 Penalty: 4433.186035
	Iteration 17Q: 3 clusters Score -978689.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -978708.187500 Penalty: 4433.186035
	Iteration 18Q: 3 clusters Score -978708.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -978723.187500 Penalty: 4433.186035
	Iteration 19Q: 3 clusters Score -978723.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -978737.187500 Penalty: 4433.186035
	Iteration 20F: 3 clusters Score -978737.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -978750.937500 Penalty: 4433.186035
	Iteration 21Q: 3 clusters Score -978750.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -978763.500000 Penalty: 4433.186035
	Iteration 22Q: 3 clusters Score -978763.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -978771.375000 Penalty: 4433.186035
	Iteration 23Q: 3 clusters Score -978771.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -978779.000000 Penalty: 4433.186035
	Iteration 24Q: 3 clusters Score -978779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -978783.062500 Penalty: 4433.186035
	Iteration 25Q: 3 clusters Score -978783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -978788.687500 Penalty: 4433.186035
	Iteration 26Q: 3 clusters Score -978788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -978793.125000 Penalty: 4433.186035
	Iteration 27Q: 3 clusters Score -978793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -978796.812500 Penalty: 4433.186035
	Iteration 28Q: 3 clusters Score -978796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -978799.750000 Penalty: 4433.186035
	Iteration 29Q: 3 clusters Score -978799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -978798.375000 Penalty: 4433.186035
	Iteration 30Q: 3 clusters Score -978798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -978800.062500 Penalty: 4433.186035
	Iteration 31Q: 3 clusters Score -978800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -978800.187500 Penalty: 4433.186035
	Iteration 32Q: 3 clusters Score -978800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -978800.562500 Penalty: 4433.186035
	Iteration 33Q: 3 clusters Score -978800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -978800.500000 Penalty: 4433.186035
	Iteration 34Q: 3 clusters Score -978800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -978802.000000 Penalty: 4433.186035
	Iteration 35Q: 3 clusters Score -978802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -978802.687500 Penalty: 4433.186035
	Iteration 36Q: 3 clusters Score -978802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -978802.687500 Penalty: 4433.186035
	Iteration 37F: 3 clusters Score -978802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -3770911.000000 Penalty: 2534.906006
	Iteration 0F: 2 clusters Score -3770911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3751967.750000 Penalty: 5069.812012
	Iteration 0F: 3 clusters Score -3751968 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3758565.500000 Penalty: 5069.812012
	Iteration 1F: 3 clusters Score -3758566 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3758967.250000 Penalty: 5069.812012
	Iteration 2Q: 3 clusters Score -3758967 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3759287.000000 Penalty: 5069.812012
	Iteration 3Q: 3 clusters Score -3759287 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3759608.750000 Penalty: 5069.812012
	Iteration 4Q: 3 clusters Score -3759609 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3759877.500000 Penalty: 5069.812012
	Iteration 5Q: 3 clusters Score -3759878 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3760191.500000 Penalty: 5069.812012
	Iteration 6Q: 3 clusters Score -3760192 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3760487.750000 Penalty: 5069.812012
	Iteration 7Q: 3 clusters Score -3760488 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3760936.250000 Penalty: 5069.812012
	Iteration 8Q: 3 clusters Score -3760936 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3761565.000000 Penalty: 5069.812012
	Iteration 9Q: 3 clusters Score -3761565 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3762435.250000 Penalty: 5069.812012
	Iteration 10Q: 3 clusters Score -3762435 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3763396.500000 Penalty: 5069.812012
	Iteration 11F: 3 clusters Score -3763396 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3764264.500000 Penalty: 5069.812012
	Iteration 12F: 3 clusters Score -3764264 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3764821.000000 Penalty: 5069.812012
	Iteration 13Q: 3 clusters Score -3764821 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3765136.000000 Penalty: 5069.812012
	Iteration 14Q: 3 clusters Score -3765136 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3765347.000000 Penalty: 5069.812012
	Iteration 15Q: 3 clusters Score -3765347 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3765538.500000 Penalty: 5069.812012
	Iteration 16Q: 3 clusters Score -3765538 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3765735.750000 Penalty: 5069.812012
	Iteration 17Q: 3 clusters Score -3765736 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3765919.750000 Penalty: 5069.812012
	Iteration 18Q: 3 clusters Score -3765920 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3766105.000000 Penalty: 5069.812012
	Iteration 19Q: 3 clusters Score -3766105 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3766302.000000 Penalty: 5069.812012
	Iteration 20F: 3 clusters Score -3766302 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3766486.500000 Penalty: 5069.812012
	Iteration 21Q: 3 clusters Score -3766486 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3766680.000000 Penalty: 5069.812012
	Iteration 22Q: 3 clusters Score -3766680 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3766877 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3767040.250000 Penalty: 5069.812012
	Iteration 24Q: 3 clusters Score -3767040 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3767199.250000 Penalty: 5069.812012
	Iteration 25Q: 3 clusters Score -3767199 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3767339.000000 Penalty: 5069.812012
	Iteration 26Q: 3 clusters Score -3767339 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3767476.250000 Penalty: 5069.812012
	Iteration 27Q: 3 clusters Score -3767476 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3767575 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3767655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3767739.250000 Penalty: 5069.812012
	Iteration 30Q: 3 clusters Score -3767739 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3767821.250000 Penalty: 5069.812012
	Iteration 31Q: 3 clusters Score -3767821 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3767912.750000 Penalty: 5069.812012
	Iteration 32Q: 3 clusters Score -3767913 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3767967 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3768040 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3768113.500000 Penalty: 5069.812012
	Iteration 35Q: 3 clusters Score -3768114 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3768151.500000 Penalty: 5069.812012
	Iteration 36Q: 3 clusters Score -3768152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3768192.500000 Penalty: 5069.812012
	Iteration 37Q: 3 clusters Score -3768192 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3768227.500000 Penalty: 5069.812012
	Iteration 38Q: 3 clusters Score -3768228 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3768282.500000 Penalty: 5069.812012
	Iteration 39Q: 3 clusters Score -3768282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3768327.500000 Penalty: 5069.812012
	Iteration 40F: 3 clusters Score -3768328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3768375.500000 Penalty: 5069.812012
	Iteration 41Q: 3 clusters Score -3768376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3768416.250000 Penalty: 5069.812012
	Iteration 42Q: 3 clusters Score -3768416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3768449.250000 Penalty: 5069.812012
	Iteration 43Q: 3 clusters Score -3768449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3768470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3768497.500000 Penalty: 5069.812012
	Iteration 45Q: 3 clusters Score -3768498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3768509.500000 Penalty: 5069.812012
	Iteration 46Q: 3 clusters Score -3768510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3768526.500000 Penalty: 5069.812012
	Iteration 47Q: 3 clusters Score -3768526 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3768554.000000 Penalty: 5069.812012
	Iteration 48Q: 3 clusters Score -3768554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3768566.000000 Penalty: 5069.812012
	Iteration 49Q: 3 clusters Score -3768566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3768580.750000 Penalty: 5069.812012
	Iteration 50Q: 3 clusters Score -3768581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3768598.000000 Penalty: 5069.812012
	Iteration 51Q: 3 clusters Score -3768598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3768612.250000 Penalty: 5069.812012
	Iteration 52Q: 3 clusters Score -3768612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3768629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3768641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3768641.500000 Penalty: 5069.812012
	Iteration 55Q: 3 clusters Score -3768642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3768655.000000 Penalty: 5069.812012
	Iteration 56Q: 3 clusters Score -3768655 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3768668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3768681.500000 Penalty: 5069.812012
	Iteration 58Q: 3 clusters Score -3768682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3768686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3768692.750000 Penalty: 5069.812012
	Iteration 60F: 3 clusters Score -3768693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3768701.000000 Penalty: 5069.812012
	Iteration 61Q: 3 clusters Score -3768701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3768702.750000 Penalty: 5069.812012
	Iteration 62Q: 3 clusters Score -3768703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3768706.750000 Penalty: 5069.812012
	Iteration 63Q: 3 clusters Score -3768707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3768714.750000 Penalty: 5069.812012
	Iteration 64Q: 3 clusters Score -3768715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3768718.000000 Penalty: 5069.812012
	Iteration 65Q: 3 clusters Score -3768718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3768717.500000 Penalty: 5069.812012
	Iteration 66Q: 3 clusters Score -3768718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3768722.250000 Penalty: 5069.812012
	Iteration 67Q: 3 clusters Score -3768722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3768725.000000 Penalty: 5069.812012
	Iteration 68Q: 3 clusters Score -3768725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3768739.500000 Penalty: 5069.812012
	Iteration 69Q: 3 clusters Score -3768740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3768750.250000 Penalty: 5069.812012
	Iteration 70Q: 3 clusters Score -3768750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3768757.000000 Penalty: 5069.812012
	Iteration 71Q: 3 clusters Score -3768757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3768755.250000 Penalty: 5069.812012
	Iteration 72Q: 3 clusters Score -3768755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3768757.750000 Penalty: 5069.812012
	Iteration 73Q: 3 clusters Score -3768758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3768760.750000 Penalty: 5069.812012
	Iteration 74Q: 3 clusters Score -3768761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3768764.750000 Penalty: 5069.812012
	Iteration 75Q: 3 clusters Score -3768765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3768760.250000 Penalty: 5069.812012
	Iteration 76Q: 3 clusters Score -3768760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3768766.250000 Penalty: 5069.812012
	Iteration 77Q: 3 clusters Score -3768766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3768765.500000 Penalty: 5069.812012
	Iteration 78Q: 3 clusters Score -3768766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3768768.250000 Penalty: 5069.812012
	Iteration 79Q: 3 clusters Score -3768768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3768775.000000 Penalty: 5069.812012
	Iteration 80F: 3 clusters Score -3768775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3768784.750000 Penalty: 5069.812012
	Iteration 81Q: 3 clusters Score -3768785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3768791.000000 Penalty: 5069.812012
	Iteration 82Q: 3 clusters Score -3768791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3768791.000000 Penalty: 5069.812012
	Iteration 83Q: 3 clusters Score -3768791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3768786.000000 Penalty: 5069.812012
	Iteration 84Q: 3 clusters Score -3768786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3768787.500000 Penalty: 5069.812012
	Iteration 85Q: 3 clusters Score -3768788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3768794.750000 Penalty: 5069.812012
	Iteration 86Q: 3 clusters Score -3768795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3768800.750000 Penalty: 5069.812012
	Iteration 87Q: 3 clusters Score -3768801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3768806.750000 Penalty: 5069.812012
	Iteration 88Q: 3 clusters Score -3768807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3768803.250000 Penalty: 5069.812012
	Iteration 89Q: 3 clusters Score -3768803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3768803.750000 Penalty: 5069.812012
	Iteration 90Q: 3 clusters Score -3768804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3768805.250000 Penalty: 5069.812012
	Iteration 91Q: 3 clusters Score -3768805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3768804.750000 Penalty: 5069.812012
	Iteration 92Q: 3 clusters Score -3768805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3768808.750000 Penalty: 5069.812012
	Iteration 93Q: 3 clusters Score -3768809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3768813.000000 Penalty: 5069.812012
	Iteration 94Q: 3 clusters Score -3768813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3768810.000000 Penalty: 5069.812012
	Iteration 95Q: 3 clusters Score -3768810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3768819.000000 Penalty: 5069.812012
	Iteration 96Q: 3 clusters Score -3768819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3768818.250000 Penalty: 5069.812012
	Iteration 97Q: 3 clusters Score -3768818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3768821.750000 Penalty: 5069.812012
	Iteration 98Q: 3 clusters Score -3768822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3768822.750000 Penalty: 5069.812012
	Iteration 99Q: 3 clusters Score -3768823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3768825.750000 Penalty: 5069.812012
	Iteration 100F: 3 clusters Score -3768826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3768822.500000 Penalty: 5069.812012
	Iteration 101Q: 3 clusters Score -3768822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3768826.000000 Penalty: 5069.812012
	Iteration 102Q: 3 clusters Score -3768826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3768827.000000 Penalty: 5069.812012
	Iteration 103Q: 3 clusters Score -3768827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3768824.250000 Penalty: 5069.812012
	Iteration 104Q: 3 clusters Score -3768824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3768823.750000 Penalty: 5069.812012
	Iteration 105Q: 3 clusters Score -3768824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3768827.500000 Penalty: 5069.812012
	Iteration 106Q: 3 clusters Score -3768828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3768829.750000 Penalty: 5069.812012
	Iteration 107Q: 3 clusters Score -3768830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3768827.750000 Penalty: 5069.812012
	Iteration 108Q: 3 clusters Score -3768828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3768829.250000 Penalty: 5069.812012
	Iteration 109Q: 3 clusters Score -3768829 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3768829.250000 Penalty: 5069.812012
	Iteration 110F: 3 clusters Score -3768829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106080 members 
Entering Unmasked Estep 
Score: -14386690.000000 Penalty: 2869.843262
	Iteration 0F: 2 clusters Score -1.438669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -14315969.000000 Penalty: 5739.686523
	Iteration 0F: 3 clusters Score -1.431597e+07 nChanged 50070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -14344916.000000 Penalty: 5739.686523
	Iteration 1F: 3 clusters Score -1.434492e+07 nChanged 4275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -14346484.000000 Penalty: 5739.686523
	Iteration 2Q: 3 clusters Score -1.434648e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -14349048.000000 Penalty: 5739.686523
	Iteration 3Q: 3 clusters Score -1.434905e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -14353116.000000 Penalty: 5739.686523
	Iteration 4F: 3 clusters Score -1.435312e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -14359183.000000 Penalty: 5739.686523
	Iteration 5F: 3 clusters Score -1.435918e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -14366164.000000 Penalty: 5739.686523
	Iteration 6F: 3 clusters Score -1.436616e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -14372868.000000 Penalty: 5739.686523
	Iteration 7F: 3 clusters Score -1.437287e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -14377877.000000 Penalty: 5739.686523
	Iteration 8F: 3 clusters Score -1.437788e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -14381028.000000 Penalty: 5739.686523
	Iteration 9Q: 3 clusters Score -1.438103e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -14382617.000000 Penalty: 5739.686523
	Iteration 10Q: 3 clusters Score -1.438262e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -14383370.000000 Penalty: 5739.686523
	Iteration 11Q: 3 clusters Score -1.438337e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -14383720.000000 Penalty: 5739.686523
	Iteration 12Q: 3 clusters Score -1.438372e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -14383950.000000 Penalty: 5739.686523
	Iteration 13Q: 3 clusters Score -1.438395e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -14384047.000000 Penalty: 5739.686523
	Iteration 14Q: 3 clusters Score -1.438405e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
Score: -14384151.000000 Penalty: 5739.686523
	Iteration 15Q: 3 clusters Score -1.438415e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -14384193.000000 Penalty: 5739.686523
	Iteration 16Q: 3 clusters Score -1.438419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -14384230.000000 Penalty: 5739.686523
	Iteration 17Q: 3 clusters Score -1.438423e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -14384248.000000 Penalty: 5739.686523
	Iteration 18Q: 3 clusters Score -1.438425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -14384258.000000 Penalty: 5739.686523
	Iteration 19Q: 3 clusters Score -1.438426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -14384262.000000 Penalty: 5739.686523
	Iteration 20F: 3 clusters Score -1.438426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -14384267.000000 Penalty: 5739.686523
	Iteration 21Q: 3 clusters Score -1.438427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 105393 members 
Entering Unmasked Estep 
Score: -14384274.000000 Penalty: 5739.686523
	Iteration 22Q: 3 clusters Score -1.438427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -14384276.000000 Penalty: 5739.686523
	Iteration 23Q: 3 clusters Score -1.438428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -14384271.000000 Penalty: 5739.686523
	Iteration 24Q: 3 clusters Score -1.438427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 105403 members 
Entering Unmasked Estep 
Score: -14384274.000000 Penalty: 5739.686523
	Iteration 25Q: 3 clusters Score -1.438427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -14384272.000000 Penalty: 5739.686523
	Iteration 26Q: 3 clusters Score -1.438427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -14384275.000000 Penalty: 5739.686523
	Iteration 27Q: 3 clusters Score -1.438428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -14384273.000000 Penalty: 5739.686523
	Iteration 28Q: 3 clusters Score -1.438427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -14384281.000000 Penalty: 5739.686523
	Iteration 29Q: 3 clusters Score -1.438428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -14384285.000000 Penalty: 5739.686523
	Iteration 30Q: 3 clusters Score -1.438428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -14384285.000000 Penalty: 5739.686523
	Iteration 31Q: 3 clusters Score -1.438428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -14384283.000000 Penalty: 5739.686523
	Iteration 32Q: 3 clusters Score -1.438428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -14384294.000000 Penalty: 5739.686523
	Iteration 33Q: 3 clusters Score -1.438429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -14384296.000000 Penalty: 5739.686523
	Iteration 34Q: 3 clusters Score -1.43843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -14384291.000000 Penalty: 5739.686523
	Iteration 35Q: 3 clusters Score -1.438429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -14384289.000000 Penalty: 5739.686523
	Iteration 36Q: 3 clusters Score -1.438429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -14384284.000000 Penalty: 5739.686523
	Iteration 37Q: 3 clusters Score -1.438428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -14384294.000000 Penalty: 5739.686523
	Iteration 38Q: 3 clusters Score -1.438429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -14384302.000000 Penalty: 5739.686523
	Iteration 39Q: 3 clusters Score -1.43843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -14384300.000000 Penalty: 5739.686523
	Iteration 40F: 3 clusters Score -1.43843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -505391.968750 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -505392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -501635.375000 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -501635.4 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -502466.937500 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -502466.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -502641.937500 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -502641.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -502737.375000 Penalty: 4084.475586
	Iteration 3Q: 3 clusters Score -502737.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -502794.281250 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -502794.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -502840.218750 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -502840.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -502876.968750 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -502877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -502900.437500 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -502900.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -502913.000000 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -502913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -502924.468750 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -502924.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -502933.156250 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -502933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -502939.250000 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -502939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -502945.312500 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -502945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -502949.468750 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -502949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -502951.250000 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -502951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -502953.812500 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -502953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -502959.750000 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -502959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -502964.375000 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -502964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -502965.812500 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -502965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -502967.187500 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -502967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -502969.531250 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -502969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -502970.937500 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -502970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -502973.218750 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -502973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -502975.656250 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -502975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -502976.687500 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -502976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -502976.750000 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -502976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -502977.625000 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -502977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -502977.343750 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -502977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -502978.531250 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -502978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -502978.843750 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -502978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -502979.250000 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -502979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -502979.968750 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -502980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -502980.312500 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -502980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -502980.093750 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -502980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -502982.156250 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -502982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -502982.156250 Penalty: 4084.475586
	Iteration 35F: 3 clusters Score -502982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198136 members 
Entering Unmasked Estep 
Score: -26754464.000000 Penalty: 3024.783691
	Iteration 0F: 2 clusters Score -2.675446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -26628508.000000 Penalty: 6049.567383
	Iteration 0F: 3 clusters Score -2.662851e+07 nChanged 95128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 101334 members 
Entering Unmasked Estep 
Score: -26684234.000000 Penalty: 6049.567383
	Iteration 1F: 3 clusters Score -2.668423e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -26685680.000000 Penalty: 6049.567383
	Iteration 2Q: 3 clusters Score -2.668568e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -26687952.000000 Penalty: 6049.567383
	Iteration 3Q: 3 clusters Score -2.668795e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 110516 members 
Entering Unmasked Estep 
Score: -26691256.000000 Penalty: 6049.567383
	Iteration 4Q: 3 clusters Score -2.669126e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -26696260.000000 Penalty: 6049.567383
	Iteration 5Q: 3 clusters Score -2.669626e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -26703744.000000 Penalty: 6049.567383
	Iteration 6F: 3 clusters Score -2.670374e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -26713292.000000 Penalty: 6049.567383
	Iteration 7F: 3 clusters Score -2.671329e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 138501 members 
Entering Unmasked Estep 
Score: -26722752.000000 Penalty: 6049.567383
	Iteration 8F: 3 clusters Score -2.672275e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -26729878.000000 Penalty: 6049.567383
	Iteration 9F: 3 clusters Score -2.672988e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -26734252.000000 Penalty: 6049.567383
	Iteration 10Q: 3 clusters Score -2.673425e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -26736472.000000 Penalty: 6049.567383
	Iteration 11Q: 3 clusters Score -2.673647e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -26737678.000000 Penalty: 6049.567383
	Iteration 12Q: 3 clusters Score -2.673768e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 156511 members 
Entering Unmasked Estep 
Score: -26738554.000000 Penalty: 6049.567383
	Iteration 13Q: 3 clusters Score -2.673855e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -26739688.000000 Penalty: 6049.567383
	Iteration 14Q: 3 clusters Score -2.673969e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 162184 members 
Entering Unmasked Estep 
Score: -26740706.000000 Penalty: 6049.567383
	Iteration 15Q: 3 clusters Score -2.674071e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -26741746.000000 Penalty: 6049.567383
	Iteration 16Q: 3 clusters Score -2.674175e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -26742708.000000 Penalty: 6049.567383
	Iteration 17Q: 3 clusters Score -2.674271e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 170324 members 
Entering Unmasked Estep 
Score: -26743670.000000 Penalty: 6049.567383
	Iteration 18Q: 3 clusters Score -2.674367e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 172821 members 
Entering Unmasked Estep 
Score: -26744462.000000 Penalty: 6049.567383
	Iteration 19Q: 3 clusters Score -2.674446e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -26745266.000000 Penalty: 6049.567383
	Iteration 20F: 3 clusters Score -2.674527e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 177348 members 
Entering Unmasked Estep 
Score: -26746078.000000 Penalty: 6049.567383
	Iteration 21Q: 3 clusters Score -2.674608e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 179406 members 
Entering Unmasked Estep 
Score: -26746744.000000 Penalty: 6049.567383
	Iteration 22Q: 3 clusters Score -2.674674e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -26747284.000000 Penalty: 6049.567383
	Iteration 23Q: 3 clusters Score -2.674728e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 183027 members 
Entering Unmasked Estep 
Score: -26747820.000000 Penalty: 6049.567383
	Iteration 24Q: 3 clusters Score -2.674782e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 184585 members 
Entering Unmasked Estep 
Score: -26748252.000000 Penalty: 6049.567383
	Iteration 25Q: 3 clusters Score -2.674825e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 185914 members 
Entering Unmasked Estep 
Score: -26748688.000000 Penalty: 6049.567383
	Iteration 26Q: 3 clusters Score -2.674869e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 187096 members 
Entering Unmasked Estep 
Score: -26749122.000000 Penalty: 6049.567383
	Iteration 27Q: 3 clusters Score -2.674912e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 188166 members 
Entering Unmasked Estep 
Score: -26749420.000000 Penalty: 6049.567383
	Iteration 28Q: 3 clusters Score -2.674942e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 189080 members 
Entering Unmasked Estep 
Score: -26749654.000000 Penalty: 6049.567383
	Iteration 29Q: 3 clusters Score -2.674965e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 189862 members 
Entering Unmasked Estep 
Score: -26749918.000000 Penalty: 6049.567383
	Iteration 30Q: 3 clusters Score -2.674992e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 190573 members 
Entering Unmasked Estep 
Score: -26750088.000000 Penalty: 6049.567383
	Iteration 31Q: 3 clusters Score -2.675009e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 191177 members 
Entering Unmasked Estep 
Score: -26750324.000000 Penalty: 6049.567383
	Iteration 32Q: 3 clusters Score -2.675032e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 191699 members 
Entering Unmasked Estep 
Score: -26750394.000000 Penalty: 6049.567383
	Iteration 33Q: 3 clusters Score -2.675039e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 192156 members 
Entering Unmasked Estep 
Score: -26750624.000000 Penalty: 6049.567383
	Iteration 34Q: 3 clusters Score -2.675062e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -26750764.000000 Penalty: 6049.567383
	Iteration 35Q: 3 clusters Score -2.675076e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -26750768.000000 Penalty: 6049.567383
	Iteration 36Q: 3 clusters Score -2.675077e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -26750810.000000 Penalty: 6049.567383
	Iteration 37Q: 3 clusters Score -2.675081e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -26750862.000000 Penalty: 6049.567383
	Iteration 38Q: 3 clusters Score -2.675086e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 193878 members 
Entering Unmasked Estep 
Score: -26750960.000000 Penalty: 6049.567383
	Iteration 39Q: 3 clusters Score -2.675096e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 194103 members 
Entering Unmasked Estep 
Score: -26751000.000000 Penalty: 6049.567383
	Iteration 40F: 3 clusters Score -2.6751e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 194332 members 
Entering Unmasked Estep 
Score: -26751120.000000 Penalty: 6049.567383
	Iteration 41Q: 3 clusters Score -2.675112e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 194513 members 
Entering Unmasked Estep 
Score: -26751158.000000 Penalty: 6049.567383
	Iteration 42Q: 3 clusters Score -2.675116e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 194686 members 
Entering Unmasked Estep 
Score: -26751214.000000 Penalty: 6049.567383
	Iteration 43Q: 3 clusters Score -2.675121e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 194837 members 
Entering Unmasked Estep 
Score: -26751264.000000 Penalty: 6049.567383
	Iteration 44Q: 3 clusters Score -2.675126e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 194966 members 
Entering Unmasked Estep 
Score: -26751286.000000 Penalty: 6049.567383
	Iteration 45Q: 3 clusters Score -2.675129e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 195079 members 
Entering Unmasked Estep 
Score: -26751360.000000 Penalty: 6049.567383
	Iteration 46Q: 3 clusters Score -2.675136e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 195184 members 
Entering Unmasked Estep 
Score: -26751374.000000 Penalty: 6049.567383
	Iteration 47Q: 3 clusters Score -2.675137e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 195262 members 
Entering Unmasked Estep 
Score: -26751414.000000 Penalty: 6049.567383
	Iteration 48Q: 3 clusters Score -2.675141e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 195322 members 
Entering Unmasked Estep 
Score: -26751450.000000 Penalty: 6049.567383
	Iteration 49Q: 3 clusters Score -2.675145e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 195374 members 
Entering Unmasked Estep 
Score: -26751464.000000 Penalty: 6049.567383
	Iteration 50Q: 3 clusters Score -2.675146e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -26751434.000000 Penalty: 6049.567383
	Iteration 51Q: 3 clusters Score -2.675143e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 195475 members 
Entering Unmasked Estep 
Score: -26751498.000000 Penalty: 6049.567383
	Iteration 52Q: 3 clusters Score -2.67515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 195539 members 
Entering Unmasked Estep 
Score: -26751484.000000 Penalty: 6049.567383
	Iteration 53Q: 3 clusters Score -2.675148e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 195593 members 
Entering Unmasked Estep 
Score: -26751494.000000 Penalty: 6049.567383
	Iteration 54Q: 3 clusters Score -2.675149e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 195637 members 
Entering Unmasked Estep 
Score: -26751514.000000 Penalty: 6049.567383
	Iteration 55Q: 3 clusters Score -2.675151e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 195676 members 
Entering Unmasked Estep 
Score: -26751538.000000 Penalty: 6049.567383
	Iteration 56Q: 3 clusters Score -2.675154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -26751558.000000 Penalty: 6049.567383
	Iteration 57Q: 3 clusters Score -2.675156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 195753 members 
Entering Unmasked Estep 
Score: -26751602.000000 Penalty: 6049.567383
	Iteration 58Q: 3 clusters Score -2.67516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -26751588.000000 Penalty: 6049.567383
	Iteration 59Q: 3 clusters Score -2.675159e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 195835 members 
Entering Unmasked Estep 
Score: -26751660.000000 Penalty: 6049.567383
	Iteration 60F: 3 clusters Score -2.675166e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 195879 members 
Entering Unmasked Estep 
Score: -26751658.000000 Penalty: 6049.567383
	Iteration 61Q: 3 clusters Score -2.675166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -26751644.000000 Penalty: 6049.567383
	Iteration 62Q: 3 clusters Score -2.675164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -26751668.000000 Penalty: 6049.567383
	Iteration 63Q: 3 clusters Score -2.675167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 195945 members 
Entering Unmasked Estep 
Score: -26751684.000000 Penalty: 6049.567383
	Iteration 64Q: 3 clusters Score -2.675168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -26751702.000000 Penalty: 6049.567383
	Iteration 65Q: 3 clusters Score -2.67517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 195959 members 
Entering Unmasked Estep 
Score: -26751702.000000 Penalty: 6049.567383
	Iteration 66Q: 3 clusters Score -2.67517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 195969 members 
Entering Unmasked Estep 
Score: -26751700.000000 Penalty: 6049.567383
	Iteration 67Q: 3 clusters Score -2.67517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -26751686.000000 Penalty: 6049.567383
	Iteration 68Q: 3 clusters Score -2.675169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -26751684.000000 Penalty: 6049.567383
	Iteration 69Q: 3 clusters Score -2.675168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -26751682.000000 Penalty: 6049.567383
	Iteration 70Q: 3 clusters Score -2.675168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 195997 members 
Entering Unmasked Estep 
Score: -26751710.000000 Penalty: 6049.567383
	Iteration 71Q: 3 clusters Score -2.675171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 196002 members 
Entering Unmasked Estep 
Score: -26751706.000000 Penalty: 6049.567383
	Iteration 72Q: 3 clusters Score -2.675171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 196017 members 
Entering Unmasked Estep 
Score: -26751724.000000 Penalty: 6049.567383
	Iteration 73Q: 3 clusters Score -2.675172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 196026 members 
Entering Unmasked Estep 
Score: -26751720.000000 Penalty: 6049.567383
	Iteration 74Q: 3 clusters Score -2.675172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 196038 members 
Entering Unmasked Estep 
Score: -26751720.000000 Penalty: 6049.567383
	Iteration 75Q: 3 clusters Score -2.675172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 196044 members 
Entering Unmasked Estep 
Score: -26751734.000000 Penalty: 6049.567383
	Iteration 76Q: 3 clusters Score -2.675173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 196054 members 
Entering Unmasked Estep 
Score: -26751738.000000 Penalty: 6049.567383
	Iteration 77Q: 3 clusters Score -2.675174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 196066 members 
Entering Unmasked Estep 
Score: -26751730.000000 Penalty: 6049.567383
	Iteration 78Q: 3 clusters Score -2.675173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 196074 members 
Entering Unmasked Estep 
Score: -26751752.000000 Penalty: 6049.567383
	Iteration 79Q: 3 clusters Score -2.675175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 196081 members 
Entering Unmasked Estep 
Score: -26751738.000000 Penalty: 6049.567383
	Iteration 80F: 3 clusters Score -2.675174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 196086 members 
Entering Unmasked Estep 
Score: -26751738.000000 Penalty: 6049.567383
	Iteration 81Q: 3 clusters Score -2.675174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 196087 members 
Entering Unmasked Estep 
Score: -26751748.000000 Penalty: 6049.567383
	Iteration 82Q: 3 clusters Score -2.675175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 196093 members 
Entering Unmasked Estep 
Score: -26751732.000000 Penalty: 6049.567383
	Iteration 83Q: 3 clusters Score -2.675173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 196097 members 
Entering Unmasked Estep 
Score: -26751736.000000 Penalty: 6049.567383
	Iteration 84Q: 3 clusters Score -2.675174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 196104 members 
Entering Unmasked Estep 
Score: -26751732.000000 Penalty: 6049.567383
	Iteration 85Q: 3 clusters Score -2.675173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 196105 members 
Entering Unmasked Estep 
Score: -26751728.000000 Penalty: 6049.567383
	Iteration 86Q: 3 clusters Score -2.675173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -26751746.000000 Penalty: 6049.567383
	Iteration 87Q: 3 clusters Score -2.675175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -26751746.000000 Penalty: 6049.567383
	Iteration 88F: 3 clusters Score -2.675175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Entering Unmasked Estep 
Score: -22810974.000000 Penalty: 2984.120117
	Iteration 0F: 2 clusters Score -2.281097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -22700886.000000 Penalty: 5968.240234
	Iteration 0F: 3 clusters Score -2.270089e+07 nChanged 80733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -22747738.000000 Penalty: 5968.240234
	Iteration 1F: 3 clusters Score -2.274774e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -22748998.000000 Penalty: 5968.240234
	Iteration 2Q: 3 clusters Score -2.2749e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -22750712.000000 Penalty: 5968.240234
	Iteration 3Q: 3 clusters Score -2.275071e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -22752966.000000 Penalty: 5968.240234
	Iteration 4Q: 3 clusters Score -2.275297e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -22756406.000000 Penalty: 5968.240234
	Iteration 5Q: 3 clusters Score -2.275641e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -22762332.000000 Penalty: 5968.240234
	Iteration 6F: 3 clusters Score -2.276233e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -22770916.000000 Penalty: 5968.240234
	Iteration 7F: 3 clusters Score -2.277092e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -22781542.000000 Penalty: 5968.240234
	Iteration 8F: 3 clusters Score -2.278154e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -22789472.000000 Penalty: 5968.240234
	Iteration 9F: 3 clusters Score -2.278947e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 118951 members 
Entering Unmasked Estep 
Score: -22793118.000000 Penalty: 5968.240234
	Iteration 10Q: 3 clusters Score -2.279312e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 121270 members 
Entering Unmasked Estep 
Score: -22794698.000000 Penalty: 5968.240234
	Iteration 11Q: 3 clusters Score -2.27947e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -22795680.000000 Penalty: 5968.240234
	Iteration 12Q: 3 clusters Score -2.279568e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 125588 members 
Entering Unmasked Estep 
Score: -22796292.000000 Penalty: 5968.240234
	Iteration 13Q: 3 clusters Score -2.279629e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -22796970.000000 Penalty: 5968.240234
	Iteration 14Q: 3 clusters Score -2.279697e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -22797400.000000 Penalty: 5968.240234
	Iteration 15Q: 3 clusters Score -2.27974e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 131567 members 
Entering Unmasked Estep 
Score: -22798078.000000 Penalty: 5968.240234
	Iteration 16Q: 3 clusters Score -2.279808e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 133485 members 
Entering Unmasked Estep 
Score: -22798674.000000 Penalty: 5968.240234
	Iteration 17Q: 3 clusters Score -2.279867e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -22799322.000000 Penalty: 5968.240234
	Iteration 18Q: 3 clusters Score -2.279932e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -22800064.000000 Penalty: 5968.240234
	Iteration 19Q: 3 clusters Score -2.280006e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -22800610.000000 Penalty: 5968.240234
	Iteration 20F: 3 clusters Score -2.280061e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -22801150.000000 Penalty: 5968.240234
	Iteration 21Q: 3 clusters Score -2.280115e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -22801826.000000 Penalty: 5968.240234
	Iteration 22Q: 3 clusters Score -2.280183e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 144739 members 
Entering Unmasked Estep 
Score: -22802506.000000 Penalty: 5968.240234
	Iteration 23Q: 3 clusters Score -2.280251e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -22802938.000000 Penalty: 5968.240234
	Iteration 24Q: 3 clusters Score -2.280294e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 148136 members 
Entering Unmasked Estep 
Score: -22803628.000000 Penalty: 5968.240234
	Iteration 25Q: 3 clusters Score -2.280363e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -22804132.000000 Penalty: 5968.240234
	Iteration 26Q: 3 clusters Score -2.280413e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 151241 members 
Entering Unmasked Estep 
Score: -22804690.000000 Penalty: 5968.240234
	Iteration 27Q: 3 clusters Score -2.280469e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -22805114.000000 Penalty: 5968.240234
	Iteration 28Q: 3 clusters Score -2.280511e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -22805660.000000 Penalty: 5968.240234
	Iteration 29Q: 3 clusters Score -2.280566e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -22806176.000000 Penalty: 5968.240234
	Iteration 30Q: 3 clusters Score -2.280618e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -22806590.000000 Penalty: 5968.240234
	Iteration 31Q: 3 clusters Score -2.280659e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -22807058.000000 Penalty: 5968.240234
	Iteration 32Q: 3 clusters Score -2.280706e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 159086 members 
Entering Unmasked Estep 
Score: -22807362.000000 Penalty: 5968.240234
	Iteration 33Q: 3 clusters Score -2.280736e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 160085 members 
Entering Unmasked Estep 
Score: -22807660.000000 Penalty: 5968.240234
	Iteration 34Q: 3 clusters Score -2.280766e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -22807788.000000 Penalty: 5968.240234
	Iteration 35Q: 3 clusters Score -2.280779e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 161784 members 
Entering Unmasked Estep 
Score: -22808050.000000 Penalty: 5968.240234
	Iteration 36Q: 3 clusters Score -2.280805e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -22808224.000000 Penalty: 5968.240234
	Iteration 37Q: 3 clusters Score -2.280822e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 163110 members 
Entering Unmasked Estep 
Score: -22808384.000000 Penalty: 5968.240234
	Iteration 38Q: 3 clusters Score -2.280838e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -22808450.000000 Penalty: 5968.240234
	Iteration 39Q: 3 clusters Score -2.280845e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -22808468.000000 Penalty: 5968.240234
	Iteration 40F: 3 clusters Score -2.280847e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -22808516.000000 Penalty: 5968.240234
	Iteration 41Q: 3 clusters Score -2.280852e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -22808594.000000 Penalty: 5968.240234
	Iteration 42Q: 3 clusters Score -2.280859e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -22808640.000000 Penalty: 5968.240234
	Iteration 43Q: 3 clusters Score -2.280864e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -22808700.000000 Penalty: 5968.240234
	Iteration 44Q: 3 clusters Score -2.28087e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -22808672.000000 Penalty: 5968.240234
	Iteration 45Q: 3 clusters Score -2.280867e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -22808722.000000 Penalty: 5968.240234
	Iteration 46Q: 3 clusters Score -2.280872e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -22808748.000000 Penalty: 5968.240234
	Iteration 47Q: 3 clusters Score -2.280875e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -22808766.000000 Penalty: 5968.240234
	Iteration 48Q: 3 clusters Score -2.280877e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -22808794.000000 Penalty: 5968.240234
	Iteration 49Q: 3 clusters Score -2.280879e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 166093 members 
Entering Unmasked Estep 
Score: -22808820.000000 Penalty: 5968.240234
	Iteration 50Q: 3 clusters Score -2.280882e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -22808812.000000 Penalty: 5968.240234
	Iteration 51Q: 3 clusters Score -2.280881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -22808810.000000 Penalty: 5968.240234
	Iteration 52Q: 3 clusters Score -2.280881e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 166257 members 
Entering Unmasked Estep 
Score: -22808854.000000 Penalty: 5968.240234
	Iteration 53Q: 3 clusters Score -2.280885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 166299 members 
Entering Unmasked Estep 
Score: -22808850.000000 Penalty: 5968.240234
	Iteration 54Q: 3 clusters Score -2.280885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -22808850.000000 Penalty: 5968.240234
	Iteration 55Q: 3 clusters Score -2.280885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -22808842.000000 Penalty: 5968.240234
	Iteration 56Q: 3 clusters Score -2.280884e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -22808902.000000 Penalty: 5968.240234
	Iteration 57Q: 3 clusters Score -2.28089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 166413 members 
Entering Unmasked Estep 
Score: -22808856.000000 Penalty: 5968.240234
	Iteration 58Q: 3 clusters Score -2.280886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -22808854.000000 Penalty: 5968.240234
	Iteration 59Q: 3 clusters Score -2.280885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -22808900.000000 Penalty: 5968.240234
	Iteration 60F: 3 clusters Score -2.28089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 166462 members 
Entering Unmasked Estep 
Score: -22808890.000000 Penalty: 5968.240234
	Iteration 61Q: 3 clusters Score -2.280889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -22808892.000000 Penalty: 5968.240234
	Iteration 62Q: 3 clusters Score -2.280889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 166482 members 
Entering Unmasked Estep 
Score: -22808898.000000 Penalty: 5968.240234
	Iteration 63Q: 3 clusters Score -2.28089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -22808894.000000 Penalty: 5968.240234
	Iteration 64Q: 3 clusters Score -2.280889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 166494 members 
Entering Unmasked Estep 
Score: -22808892.000000 Penalty: 5968.240234
	Iteration 65Q: 3 clusters Score -2.280889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -22808888.000000 Penalty: 5968.240234
	Iteration 66Q: 3 clusters Score -2.280889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -22808872.000000 Penalty: 5968.240234
	Iteration 67Q: 3 clusters Score -2.280887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 166517 members 
Entering Unmasked Estep 
Score: -22808878.000000 Penalty: 5968.240234
	Iteration 68Q: 3 clusters Score -2.280888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -22808880.000000 Penalty: 5968.240234
	Iteration 69Q: 3 clusters Score -2.280888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -22808896.000000 Penalty: 5968.240234
	Iteration 70Q: 3 clusters Score -2.28089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -22808888.000000 Penalty: 5968.240234
	Iteration 71Q: 3 clusters Score -2.280889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -22808888.000000 Penalty: 5968.240234
	Iteration 72Q: 3 clusters Score -2.280889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -22808892.000000 Penalty: 5968.240234
	Iteration 73Q: 3 clusters Score -2.280889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -22808892.000000 Penalty: 5968.240234
	Iteration 74F: 3 clusters Score -2.280889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1511092.875000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1511093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1501764.875000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1501765 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1504900.750000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1504901 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1505667.375000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1505667 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1506489.500000 Penalty: 4685.473145
	Iteration 3F: 3 clusters Score -1506490 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1507245.125000 Penalty: 4685.473145
	Iteration 4F: 3 clusters Score -1507245 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1507902.500000 Penalty: 4685.473145
	Iteration 5F: 3 clusters Score -1507902 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1508465.000000 Penalty: 4685.473145
	Iteration 6F: 3 clusters Score -1508465 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1508914.750000 Penalty: 4685.473145
	Iteration 7F: 3 clusters Score -1508915 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1509211.000000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1509211 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1509401.875000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1509402 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1509532.250000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1509532 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1509606.375000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1509606 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1509658.875000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1509659 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1509704.625000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1509705 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1509737.250000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1509737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1509761.875000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1509762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1509784.750000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1509785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1509807.250000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1509807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1509825.125000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1509825 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1509837.500000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1509838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1509856.500000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1509856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1509852.375000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1509852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1509856.250000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1509856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1509861.875000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1509862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1509872.625000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1509873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1509876.500000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1509876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1509878.125000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1509878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1509883.000000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1509883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1509881.250000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1509881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1509884.375000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1509884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1509891.500000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1509892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1509891.750000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1509892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1509891.750000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1509892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1509893.375000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1509893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1509897.500000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1509898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1509901.250000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1509901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1509902.250000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1509902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1509902.250000 Penalty: 4685.473145
	Iteration 37F: 3 clusters Score -1509902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Entering Unmasked Estep 
Score: -2412126.500000 Penalty: 2441.615234
	Iteration 0F: 2 clusters Score -2412126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2398772.500000 Penalty: 4883.230469
	Iteration 0F: 3 clusters Score -2398772 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2403334.750000 Penalty: 4883.230469
	Iteration 1F: 3 clusters Score -2403335 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2403861.500000 Penalty: 4883.230469
	Iteration 2F: 3 clusters Score -2403862 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2404365.250000 Penalty: 4883.230469
	Iteration 3F: 3 clusters Score -2404365 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2404918.500000 Penalty: 4883.230469
	Iteration 4F: 3 clusters Score -2404918 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2405569.500000 Penalty: 4883.230469
	Iteration 5F: 3 clusters Score -2405570 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2406343.500000 Penalty: 4883.230469
	Iteration 6F: 3 clusters Score -2406344 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2407261.250000 Penalty: 4883.230469
	Iteration 7F: 3 clusters Score -2407261 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2408102.250000 Penalty: 4883.230469
	Iteration 8F: 3 clusters Score -2408102 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2408878.000000 Penalty: 4883.230469
	Iteration 9Q: 3 clusters Score -2408878 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2409550.750000 Penalty: 4883.230469
	Iteration 10Q: 3 clusters Score -2409551 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2410011.250000 Penalty: 4883.230469
	Iteration 11Q: 3 clusters Score -2410011 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2410309.250000 Penalty: 4883.230469
	Iteration 12Q: 3 clusters Score -2410309 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2410484.250000 Penalty: 4883.230469
	Iteration 13Q: 3 clusters Score -2410484 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2410573.750000 Penalty: 4883.230469
	Iteration 14Q: 3 clusters Score -2410574 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2410625.750000 Penalty: 4883.230469
	Iteration 15Q: 3 clusters Score -2410626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2410664.000000 Penalty: 4883.230469
	Iteration 16Q: 3 clusters Score -2410664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2410679.750000 Penalty: 4883.230469
	Iteration 17Q: 3 clusters Score -2410680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2410693.000000 Penalty: 4883.230469
	Iteration 18Q: 3 clusters Score -2410693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2410711.750000 Penalty: 4883.230469
	Iteration 19Q: 3 clusters Score -2410712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2410704.500000 Penalty: 4883.230469
	Iteration 20F: 3 clusters Score -2410704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2410715.500000 Penalty: 4883.230469
	Iteration 21Q: 3 clusters Score -2410716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2410716.500000 Penalty: 4883.230469
	Iteration 22Q: 3 clusters Score -2410716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2410728.750000 Penalty: 4883.230469
	Iteration 23Q: 3 clusters Score -2410729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2410722.750000 Penalty: 4883.230469
	Iteration 24Q: 3 clusters Score -2410723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2410715.500000 Penalty: 4883.230469
	Iteration 25Q: 3 clusters Score -2410716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2410721.250000 Penalty: 4883.230469
	Iteration 26Q: 3 clusters Score -2410721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2410721.000000 Penalty: 4883.230469
	Iteration 27Q: 3 clusters Score -2410721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2410727.250000 Penalty: 4883.230469
	Iteration 28Q: 3 clusters Score -2410727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2410726.500000 Penalty: 4883.230469
	Iteration 29Q: 3 clusters Score -2410726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2410724.250000 Penalty: 4883.230469
	Iteration 30Q: 3 clusters Score -2410724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2410724.250000 Penalty: 4883.230469
	Iteration 31F: 3 clusters Score -2410724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -241731.093750 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -241731.1 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 967 members 
Entering Unmasked Estep 
Score: -239186.078125 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -239186.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -239632.875000 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -239632.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239778.296875 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -239778.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -239875.734375 Penalty: 3750.832031
	Iteration 3Q: 3 clusters Score -239875.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -239938.421875 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -239938.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -239989.281250 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -239989.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -240053.671875 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -240053.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -240137.109375 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -240137.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240250.953125 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -240251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -240364.796875 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -240364.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -240463.203125 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -240463.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -240539.218750 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -240539.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -240604.093750 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -240604.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -240640.734375 Penalty: 3750.832031
	Iteration 13Q: 3 clusters Score -240640.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -240666.812500 Penalty: 3750.832031
	Iteration 14Q: 3 clusters Score -240666.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -240696.171875 Penalty: 3750.832031
	Iteration 15Q: 3 clusters Score -240696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -240718.625000 Penalty: 3750.832031
	Iteration 16Q: 3 clusters Score -240718.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -240735.671875 Penalty: 3750.832031
	Iteration 17Q: 3 clusters Score -240735.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -240753.109375 Penalty: 3750.832031
	Iteration 18Q: 3 clusters Score -240753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -240768.484375 Penalty: 3750.832031
	Iteration 19Q: 3 clusters Score -240768.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -240789.828125 Penalty: 3750.832031
	Iteration 20F: 3 clusters Score -240789.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -240806.234375 Penalty: 3750.832031
	Iteration 21Q: 3 clusters Score -240806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -240815.296875 Penalty: 3750.832031
	Iteration 22Q: 3 clusters Score -240815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -240821.359375 Penalty: 3750.832031
	Iteration 23Q: 3 clusters Score -240821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -240828.296875 Penalty: 3750.832031
	Iteration 24Q: 3 clusters Score -240828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -240833.500000 Penalty: 3750.832031
	Iteration 25Q: 3 clusters Score -240833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -240837.250000 Penalty: 3750.832031
	Iteration 26Q: 3 clusters Score -240837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -240840.328125 Penalty: 3750.832031
	Iteration 27Q: 3 clusters Score -240840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -240840.328125 Penalty: 3750.832031
	Iteration 28F: 3 clusters Score -240840.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -97960.445312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -97960.45 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 442 members 
Entering Unmasked Estep 
Score: -96161.187500 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -96161.19 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96651.343750 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -96651.34 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96941.414062 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -96941.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97248.859375 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -97248.86 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -97610.828125 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -97610.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98125.101562 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -98125.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98720.367188 Penalty: 3347.384766
	Iteration 6F: 3 clusters Score -98720.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98818.835938 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -98818.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98870.007812 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -98870.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98879.671875 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -98879.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98882.976562 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -98882.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98882.976562 Penalty: 3347.384766
	Iteration 11F: 3 clusters Score -98882.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24065 members 
Mstep: Class 3 contains 69815 members 
Mstep: Class 4 contains 94803 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 27485 members 
Mstep: Class 7 contains 106080 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198136 members 
Mstep: Class 10 contains 168172 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 169114 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22492 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 496 members 
Entering Unmasked Estep 
Score: -126440408.000000 Penalty: 78551.085938
Splitting cluster 14 changes total score from -126441184.000000 to -126440408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (169114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Entering Unmasked Estep 
Score: -22854346.000000 Penalty: 2985.505371
	Iteration 0F: 2 clusters Score -2.285435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -22743144.000000 Penalty: 5971.010742
	Iteration 0F: 3 clusters Score -2.274314e+07 nChanged 80959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -22790356.000000 Penalty: 5971.010742
	Iteration 1F: 3 clusters Score -2.279036e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -22792104.000000 Penalty: 5971.010742
	Iteration 2Q: 3 clusters Score -2.27921e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -22794214.000000 Penalty: 5971.010742
	Iteration 3Q: 3 clusters Score -2.279421e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -22797722.000000 Penalty: 5971.010742
	Iteration 4Q: 3 clusters Score -2.279772e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -22803078.000000 Penalty: 5971.010742
	Iteration 5F: 3 clusters Score -2.280308e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -22810124.000000 Penalty: 5971.010742
	Iteration 6F: 3 clusters Score -2.281012e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -22819024.000000 Penalty: 5971.010742
	Iteration 7F: 3 clusters Score -2.281902e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -22828282.000000 Penalty: 5971.010742
	Iteration 8F: 3 clusters Score -2.282828e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -22834254.000000 Penalty: 5971.010742
	Iteration 9F: 3 clusters Score -2.283425e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -22836986.000000 Penalty: 5971.010742
	Iteration 10Q: 3 clusters Score -2.283699e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -22838218.000000 Penalty: 5971.010742
	Iteration 11Q: 3 clusters Score -2.283822e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -22839086.000000 Penalty: 5971.010742
	Iteration 12Q: 3 clusters Score -2.283909e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -22839892.000000 Penalty: 5971.010742
	Iteration 13Q: 3 clusters Score -2.283989e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -22840580.000000 Penalty: 5971.010742
	Iteration 14Q: 3 clusters Score -2.284058e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -22840810.000000 Penalty: 5971.010742
	Iteration 15Q: 3 clusters Score -2.284081e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -22841216.000000 Penalty: 5971.010742
	Iteration 16Q: 3 clusters Score -2.284122e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109441 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -22841442.000000 Penalty: 5971.010742
	Iteration 17Q: 3 clusters Score -2.284144e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -22841610.000000 Penalty: 5971.010742
	Iteration 18Q: 3 clusters Score -2.284161e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -22841854.000000 Penalty: 5971.010742
	Iteration 19Q: 3 clusters Score -2.284185e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111991 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -22842094.000000 Penalty: 5971.010742
	Iteration 20F: 3 clusters Score -2.284209e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -22842300.000000 Penalty: 5971.010742
	Iteration 21Q: 3 clusters Score -2.28423e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -22842468.000000 Penalty: 5971.010742
	Iteration 22Q: 3 clusters Score -2.284247e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -22842596.000000 Penalty: 5971.010742
	Iteration 23Q: 3 clusters Score -2.28426e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -22842752.000000 Penalty: 5971.010742
	Iteration 24Q: 3 clusters Score -2.284275e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116053 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -22842892.000000 Penalty: 5971.010742
	Iteration 25Q: 3 clusters Score -2.284289e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -22843112.000000 Penalty: 5971.010742
	Iteration 26Q: 3 clusters Score -2.284311e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -22843210.000000 Penalty: 5971.010742
	Iteration 27Q: 3 clusters Score -2.284321e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118564 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -22843314.000000 Penalty: 5971.010742
	Iteration 28Q: 3 clusters Score -2.284331e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -22843446.000000 Penalty: 5971.010742
	Iteration 29Q: 3 clusters Score -2.284345e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -22843492.000000 Penalty: 5971.010742
	Iteration 30Q: 3 clusters Score -2.284349e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121324 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -22843576.000000 Penalty: 5971.010742
	Iteration 31Q: 3 clusters Score -2.284358e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -22843738.000000 Penalty: 5971.010742
	Iteration 32Q: 3 clusters Score -2.284374e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -22843892.000000 Penalty: 5971.010742
	Iteration 33Q: 3 clusters Score -2.284389e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124421 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -22844098.000000 Penalty: 5971.010742
	Iteration 34Q: 3 clusters Score -2.28441e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125569 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -22844250.000000 Penalty: 5971.010742
	Iteration 35Q: 3 clusters Score -2.284425e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -22844458.000000 Penalty: 5971.010742
	Iteration 36Q: 3 clusters Score -2.284446e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127836 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -22844580.000000 Penalty: 5971.010742
	Iteration 37Q: 3 clusters Score -2.284458e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129054 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -22844796.000000 Penalty: 5971.010742
	Iteration 38Q: 3 clusters Score -2.28448e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130304 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -22844946.000000 Penalty: 5971.010742
	Iteration 39Q: 3 clusters Score -2.284495e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -22845202.000000 Penalty: 5971.010742
	Iteration 40F: 3 clusters Score -2.28452e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -22845452.000000 Penalty: 5971.010742
	Iteration 41Q: 3 clusters Score -2.284545e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134243 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -22845594.000000 Penalty: 5971.010742
	Iteration 42Q: 3 clusters Score -2.284559e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -22845920.000000 Penalty: 5971.010742
	Iteration 43Q: 3 clusters Score -2.284592e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137028 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -22846258.000000 Penalty: 5971.010742
	Iteration 44Q: 3 clusters Score -2.284626e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138426 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -22846548.000000 Penalty: 5971.010742
	Iteration 45Q: 3 clusters Score -2.284655e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -22846814.000000 Penalty: 5971.010742
	Iteration 46Q: 3 clusters Score -2.284681e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -22847024.000000 Penalty: 5971.010742
	Iteration 47Q: 3 clusters Score -2.284702e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -22847280.000000 Penalty: 5971.010742
	Iteration 48Q: 3 clusters Score -2.284728e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -22847570.000000 Penalty: 5971.010742
	Iteration 49Q: 3 clusters Score -2.284757e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -22847866.000000 Penalty: 5971.010742
	Iteration 50Q: 3 clusters Score -2.284787e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -22848170.000000 Penalty: 5971.010742
	Iteration 51Q: 3 clusters Score -2.284817e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148786 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -22848664.000000 Penalty: 5971.010742
	Iteration 52Q: 3 clusters Score -2.284866e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150268 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -22848932.000000 Penalty: 5971.010742
	Iteration 53Q: 3 clusters Score -2.284893e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -22849294.000000 Penalty: 5971.010742
	Iteration 54Q: 3 clusters Score -2.284929e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -22849726.000000 Penalty: 5971.010742
	Iteration 55Q: 3 clusters Score -2.284973e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -22850148.000000 Penalty: 5971.010742
	Iteration 56Q: 3 clusters Score -2.285015e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -22850484.000000 Penalty: 5971.010742
	Iteration 57Q: 3 clusters Score -2.285048e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -22850962.000000 Penalty: 5971.010742
	Iteration 58Q: 3 clusters Score -2.285096e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -22851408.000000 Penalty: 5971.010742
	Iteration 59Q: 3 clusters Score -2.285141e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160338 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -22851654.000000 Penalty: 5971.010742
	Iteration 60F: 3 clusters Score -2.285165e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161480 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -22852024.000000 Penalty: 5971.010742
	Iteration 61Q: 3 clusters Score -2.285202e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -22852362.000000 Penalty: 5971.010742
	Iteration 62Q: 3 clusters Score -2.285236e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -22852710.000000 Penalty: 5971.010742
	Iteration 63Q: 3 clusters Score -2.285271e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -22852944.000000 Penalty: 5971.010742
	Iteration 64Q: 3 clusters Score -2.285294e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -22853084.000000 Penalty: 5971.010742
	Iteration 65Q: 3 clusters Score -2.285308e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -22853310.000000 Penalty: 5971.010742
	Iteration 66Q: 3 clusters Score -2.285331e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22853434.000000 Penalty: 5971.010742
	Iteration 67Q: 3 clusters Score -2.285343e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -22853496.000000 Penalty: 5971.010742
	Iteration 68Q: 3 clusters Score -2.28535e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22853498.000000 Penalty: 5971.010742
	Iteration 69Q: 3 clusters Score -2.28535e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -22853574.000000 Penalty: 5971.010742
	Iteration 70Q: 3 clusters Score -2.285357e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -22853626.000000 Penalty: 5971.010742
	Iteration 71Q: 3 clusters Score -2.285363e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165582 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22853632.000000 Penalty: 5971.010742
	Iteration 72Q: 3 clusters Score -2.285363e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -22853654.000000 Penalty: 5971.010742
	Iteration 73Q: 3 clusters Score -2.285365e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -22853656.000000 Penalty: 5971.010742
	Iteration 74Q: 3 clusters Score -2.285366e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22853672.000000 Penalty: 5971.010742
	Iteration 75Q: 3 clusters Score -2.285367e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165701 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -22853702.000000 Penalty: 5971.010742
	Iteration 76Q: 3 clusters Score -2.28537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22853714.000000 Penalty: 5971.010742
	Iteration 77Q: 3 clusters Score -2.285371e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -22853708.000000 Penalty: 5971.010742
	Iteration 78Q: 3 clusters Score -2.285371e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22853680.000000 Penalty: 5971.010742
	Iteration 79Q: 3 clusters Score -2.285368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22853684.000000 Penalty: 5971.010742
	Iteration 80F: 3 clusters Score -2.285368e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165746 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22853688.000000 Penalty: 5971.010742
	Iteration 81Q: 3 clusters Score -2.285369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -22853704.000000 Penalty: 5971.010742
	Iteration 82Q: 3 clusters Score -2.28537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -22853738.000000 Penalty: 5971.010742
	Iteration 83Q: 3 clusters Score -2.285374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165758 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -22853740.000000 Penalty: 5971.010742
	Iteration 84Q: 3 clusters Score -2.285374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22853744.000000 Penalty: 5971.010742
	Iteration 85Q: 3 clusters Score -2.285374e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22853736.000000 Penalty: 5971.010742
	Iteration 86Q: 3 clusters Score -2.285374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22853742.000000 Penalty: 5971.010742
	Iteration 87Q: 3 clusters Score -2.285374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -22853744.000000 Penalty: 5971.010742
	Iteration 88Q: 3 clusters Score -2.285374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -22853760.000000 Penalty: 5971.010742
	Iteration 89Q: 3 clusters Score -2.285376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165737 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -22853774.000000 Penalty: 5971.010742
	Iteration 90Q: 3 clusters Score -2.285377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22853788.000000 Penalty: 5971.010742
	Iteration 91Q: 3 clusters Score -2.285379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22853782.000000 Penalty: 5971.010742
	Iteration 92Q: 3 clusters Score -2.285378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -22853774.000000 Penalty: 5971.010742
	Iteration 93Q: 3 clusters Score -2.285377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22853774.000000 Penalty: 5971.010742
	Iteration 94Q: 3 clusters Score -2.285377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22853748.000000 Penalty: 5971.010742
	Iteration 95Q: 3 clusters Score -2.285375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22853732.000000 Penalty: 5971.010742
	Iteration 96Q: 3 clusters Score -2.285373e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22853756.000000 Penalty: 5971.010742
	Iteration 97Q: 3 clusters Score -2.285376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -22853738.000000 Penalty: 5971.010742
	Iteration 98Q: 3 clusters Score -2.285374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -22853746.000000 Penalty: 5971.010742
	Iteration 99Q: 3 clusters Score -2.285375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -22853746.000000 Penalty: 5971.010742
	Iteration 100F: 3 clusters Score -2.285375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -22853752.000000 Penalty: 5971.010742
	Iteration 101Q: 3 clusters Score -2.285375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -22853734.000000 Penalty: 5971.010742
	Iteration 102Q: 3 clusters Score -2.285373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -22853716.000000 Penalty: 5971.010742
	Iteration 103Q: 3 clusters Score -2.285372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -22853730.000000 Penalty: 5971.010742
	Iteration 104Q: 3 clusters Score -2.285373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -22853736.000000 Penalty: 5971.010742
	Iteration 105Q: 3 clusters Score -2.285374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22853742.000000 Penalty: 5971.010742
	Iteration 106Q: 3 clusters Score -2.285374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165675 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -22853730.000000 Penalty: 5971.010742
	Iteration 107Q: 3 clusters Score -2.285373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165673 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -22853746.000000 Penalty: 5971.010742
	Iteration 108Q: 3 clusters Score -2.285375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -22853720.000000 Penalty: 5971.010742
	Iteration 109Q: 3 clusters Score -2.285372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22853722.000000 Penalty: 5971.010742
	Iteration 110Q: 3 clusters Score -2.285372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -22853732.000000 Penalty: 5971.010742
	Iteration 111Q: 3 clusters Score -2.285373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22853730.000000 Penalty: 5971.010742
	Iteration 112Q: 3 clusters Score -2.285373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22853722.000000 Penalty: 5971.010742
	Iteration 113Q: 3 clusters Score -2.285372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -22853738.000000 Penalty: 5971.010742
	Iteration 114Q: 3 clusters Score -2.285374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -22853744.000000 Penalty: 5971.010742
	Iteration 115Q: 3 clusters Score -2.285374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -22853740.000000 Penalty: 5971.010742
	Iteration 116Q: 3 clusters Score -2.285374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -22853730.000000 Penalty: 5971.010742
	Iteration 117Q: 3 clusters Score -2.285373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -22853718.000000 Penalty: 5971.010742
	Iteration 118Q: 3 clusters Score -2.285372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -22853712.000000 Penalty: 5971.010742
	Iteration 119Q: 3 clusters Score -2.285371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -22853704.000000 Penalty: 5971.010742
	Iteration 120F: 3 clusters Score -2.28537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22853700.000000 Penalty: 5971.010742
	Iteration 121Q: 3 clusters Score -2.28537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22853702.000000 Penalty: 5971.010742
	Iteration 122Q: 3 clusters Score -2.28537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -22853710.000000 Penalty: 5971.010742
	Iteration 123Q: 3 clusters Score -2.285371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165631 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -22853704.000000 Penalty: 5971.010742
	Iteration 124Q: 3 clusters Score -2.28537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165632 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -22853710.000000 Penalty: 5971.010742
	Iteration 125Q: 3 clusters Score -2.285371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -22853702.000000 Penalty: 5971.010742
	Iteration 126Q: 3 clusters Score -2.28537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -22853712.000000 Penalty: 5971.010742
	Iteration 127Q: 3 clusters Score -2.285371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -22853694.000000 Penalty: 5971.010742
	Iteration 128Q: 3 clusters Score -2.285369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -22853702.000000 Penalty: 5971.010742
	Iteration 129Q: 3 clusters Score -2.28537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -22853714.000000 Penalty: 5971.010742
	Iteration 130Q: 3 clusters Score -2.285371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -22853720.000000 Penalty: 5971.010742
	Iteration 131Q: 3 clusters Score -2.285372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22853708.000000 Penalty: 5971.010742
	Iteration 132Q: 3 clusters Score -2.285371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -22853726.000000 Penalty: 5971.010742
	Iteration 133Q: 3 clusters Score -2.285373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165614 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -22853732.000000 Penalty: 5971.010742
	Iteration 134Q: 3 clusters Score -2.285373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -22853738.000000 Penalty: 5971.010742
	Iteration 135Q: 3 clusters Score -2.285374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22853742.000000 Penalty: 5971.010742
	Iteration 136Q: 3 clusters Score -2.285374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -22853730.000000 Penalty: 5971.010742
	Iteration 137Q: 3 clusters Score -2.285373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -22853736.000000 Penalty: 5971.010742
	Iteration 138Q: 3 clusters Score -2.285374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -22853734.000000 Penalty: 5971.010742
	Iteration 139Q: 3 clusters Score -2.285373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165601 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -22853744.000000 Penalty: 5971.010742
	Iteration 140F: 3 clusters Score -2.285374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -22853744.000000 Penalty: 5971.010742
	Iteration 141Q: 3 clusters Score -2.285374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22853752.000000 Penalty: 5971.010742
	Iteration 142Q: 3 clusters Score -2.285375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22853760.000000 Penalty: 5971.010742
	Iteration 143Q: 3 clusters Score -2.285376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -22853772.000000 Penalty: 5971.010742
	Iteration 144Q: 3 clusters Score -2.285377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22853774.000000 Penalty: 5971.010742
	Iteration 145Q: 3 clusters Score -2.285377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22853782.000000 Penalty: 5971.010742
	Iteration 146Q: 3 clusters Score -2.285378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -22853772.000000 Penalty: 5971.010742
	Iteration 147Q: 3 clusters Score -2.285377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -22853772.000000 Penalty: 5971.010742
	Iteration 148F: 3 clusters Score -2.285377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Entering Unmasked Estep 
Score: -2822619.500000 Penalty: 2477.414307
	Iteration 0F: 2 clusters Score -2822620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2807366.000000 Penalty: 4954.828613
	Iteration 0F: 3 clusters Score -2807366 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2812478.250000 Penalty: 4954.828613
	Iteration 1F: 3 clusters Score -2812478 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2812842.000000 Penalty: 4954.828613
	Iteration 2Q: 3 clusters Score -2812842 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2813159.000000 Penalty: 4954.828613
	Iteration 3Q: 3 clusters Score -2813159 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2813474.000000 Penalty: 4954.828613
	Iteration 4Q: 3 clusters Score -2813474 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2813848.250000 Penalty: 4954.828613
	Iteration 5Q: 3 clusters Score -2813848 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2814242.000000 Penalty: 4954.828613
	Iteration 6Q: 3 clusters Score -2814242 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2814609.750000 Penalty: 4954.828613
	Iteration 7Q: 3 clusters Score -2814610 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2814991.250000 Penalty: 4954.828613
	Iteration 8Q: 3 clusters Score -2814991 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2815357.500000 Penalty: 4954.828613
	Iteration 9Q: 3 clusters Score -2815358 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2815763.000000 Penalty: 4954.828613
	Iteration 10Q: 3 clusters Score -2815763 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2816255.250000 Penalty: 4954.828613
	Iteration 11Q: 3 clusters Score -2816255 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2816781.000000 Penalty: 4954.828613
	Iteration 12Q: 3 clusters Score -2816781 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2817384.500000 Penalty: 4954.828613
	Iteration 13Q: 3 clusters Score -2817384 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2818009.500000 Penalty: 4954.828613
	Iteration 14Q: 3 clusters Score -2818010 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2818663.250000 Penalty: 4954.828613
	Iteration 15Q: 3 clusters Score -2818663 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2819366.000000 Penalty: 4954.828613
	Iteration 16Q: 3 clusters Score -2819366 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2819985.000000 Penalty: 4954.828613
	Iteration 17Q: 3 clusters Score -2819985 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2820438.750000 Penalty: 4954.828613
	Iteration 18Q: 3 clusters Score -2820439 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2820763.000000 Penalty: 4954.828613
	Iteration 19Q: 3 clusters Score -2820763 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2820981.000000 Penalty: 4954.828613
	Iteration 20F: 3 clusters Score -2820981 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2821115.250000 Penalty: 4954.828613
	Iteration 21Q: 3 clusters Score -2821115 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2821210.000000 Penalty: 4954.828613
	Iteration 22Q: 3 clusters Score -2821210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2821270.000000 Penalty: 4954.828613
	Iteration 23Q: 3 clusters Score -2821270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2821315.000000 Penalty: 4954.828613
	Iteration 24Q: 3 clusters Score -2821315 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2821350.250000 Penalty: 4954.828613
	Iteration 25Q: 3 clusters Score -2821350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2821379.250000 Penalty: 4954.828613
	Iteration 26Q: 3 clusters Score -2821379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2821400.750000 Penalty: 4954.828613
	Iteration 27Q: 3 clusters Score -2821401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2821421.500000 Penalty: 4954.828613
	Iteration 28Q: 3 clusters Score -2821422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2821445.500000 Penalty: 4954.828613
	Iteration 29Q: 3 clusters Score -2821446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2821453.750000 Penalty: 4954.828613
	Iteration 30Q: 3 clusters Score -2821454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2821461.750000 Penalty: 4954.828613
	Iteration 31Q: 3 clusters Score -2821462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2821472.000000 Penalty: 4954.828613
	Iteration 32Q: 3 clusters Score -2821472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2821478.500000 Penalty: 4954.828613
	Iteration 33Q: 3 clusters Score -2821478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2821490.250000 Penalty: 4954.828613
	Iteration 34Q: 3 clusters Score -2821490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2821500.500000 Penalty: 4954.828613
	Iteration 35Q: 3 clusters Score -2821500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2821502.500000 Penalty: 4954.828613
	Iteration 36Q: 3 clusters Score -2821502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2821511.000000 Penalty: 4954.828613
	Iteration 37Q: 3 clusters Score -2821511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2821517.750000 Penalty: 4954.828613
	Iteration 38Q: 3 clusters Score -2821518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2821525.000000 Penalty: 4954.828613
	Iteration 39Q: 3 clusters Score -2821525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2821532.250000 Penalty: 4954.828613
	Iteration 40F: 3 clusters Score -2821532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2821542.750000 Penalty: 4954.828613
	Iteration 41Q: 3 clusters Score -2821543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2821555.500000 Penalty: 4954.828613
	Iteration 42Q: 3 clusters Score -2821556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2821565.750000 Penalty: 4954.828613
	Iteration 43Q: 3 clusters Score -2821566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2821572.000000 Penalty: 4954.828613
	Iteration 44Q: 3 clusters Score -2821572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2821577.250000 Penalty: 4954.828613
	Iteration 45Q: 3 clusters Score -2821577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2821577.500000 Penalty: 4954.828613
	Iteration 46Q: 3 clusters Score -2821578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2821578.500000 Penalty: 4954.828613
	Iteration 47Q: 3 clusters Score -2821578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2821585.750000 Penalty: 4954.828613
	Iteration 48Q: 3 clusters Score -2821586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2821583.500000 Penalty: 4954.828613
	Iteration 49Q: 3 clusters Score -2821584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2821584.000000 Penalty: 4954.828613
	Iteration 50Q: 3 clusters Score -2821584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2821585.250000 Penalty: 4954.828613
	Iteration 51Q: 3 clusters Score -2821585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2821590.500000 Penalty: 4954.828613
	Iteration 52Q: 3 clusters Score -2821590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2821596.750000 Penalty: 4954.828613
	Iteration 53Q: 3 clusters Score -2821597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2821596.500000 Penalty: 4954.828613
	Iteration 54Q: 3 clusters Score -2821596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2821599.000000 Penalty: 4954.828613
	Iteration 55Q: 3 clusters Score -2821599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2821600.750000 Penalty: 4954.828613
	Iteration 56Q: 3 clusters Score -2821601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2821602.500000 Penalty: 4954.828613
	Iteration 57Q: 3 clusters Score -2821602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2821603.000000 Penalty: 4954.828613
	Iteration 58Q: 3 clusters Score -2821603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2821604.750000 Penalty: 4954.828613
	Iteration 59Q: 3 clusters Score -2821605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2821605.750000 Penalty: 4954.828613
	Iteration 60F: 3 clusters Score -2821606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Entering Unmasked Estep 
Score: -793980.562500 Penalty: 2151.285645
	Iteration 0F: 2 clusters Score -793980.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -788855.562500 Penalty: 4302.571289
	Iteration 0F: 3 clusters Score -788855.6 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -790097.125000 Penalty: 4302.571289
	Iteration 1F: 3 clusters Score -790097.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -790302.812500 Penalty: 4302.571289
	Iteration 2F: 3 clusters Score -790302.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -790430.125000 Penalty: 4302.571289
	Iteration 3Q: 3 clusters Score -790430.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -790519.687500 Penalty: 4302.571289
	Iteration 4Q: 3 clusters Score -790519.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -790576.250000 Penalty: 4302.571289
	Iteration 5Q: 3 clusters Score -790576.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -790617.500000 Penalty: 4302.571289
	Iteration 6Q: 3 clusters Score -790617.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -790652.125000 Penalty: 4302.571289
	Iteration 7Q: 3 clusters Score -790652.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -790680.625000 Penalty: 4302.571289
	Iteration 8Q: 3 clusters Score -790680.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -790710.625000 Penalty: 4302.571289
	Iteration 9Q: 3 clusters Score -790710.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -790732.937500 Penalty: 4302.571289
	Iteration 10Q: 3 clusters Score -790732.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -790758.312500 Penalty: 4302.571289
	Iteration 11Q: 3 clusters Score -790758.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -790784.437500 Penalty: 4302.571289
	Iteration 12Q: 3 clusters Score -790784.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -790813.250000 Penalty: 4302.571289
	Iteration 13Q: 3 clusters Score -790813.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -790836.250000 Penalty: 4302.571289
	Iteration 14Q: 3 clusters Score -790836.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -790855.312500 Penalty: 4302.571289
	Iteration 15Q: 3 clusters Score -790855.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -790883.062500 Penalty: 4302.571289
	Iteration 16Q: 3 clusters Score -790883.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -790917.937500 Penalty: 4302.571289
	Iteration 17Q: 3 clusters Score -790917.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -790939.812500 Penalty: 4302.571289
	Iteration 18Q: 3 clusters Score -790939.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -790960.375000 Penalty: 4302.571289
	Iteration 19Q: 3 clusters Score -790960.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -790984.687500 Penalty: 4302.571289
	Iteration 20F: 3 clusters Score -790984.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -791007.187500 Penalty: 4302.571289
	Iteration 21Q: 3 clusters Score -791007.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -791031.937500 Penalty: 4302.571289
	Iteration 22Q: 3 clusters Score -791031.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -791059.187500 Penalty: 4302.571289
	Iteration 23Q: 3 clusters Score -791059.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -791096.437500 Penalty: 4302.571289
	Iteration 24Q: 3 clusters Score -791096.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -791139.187500 Penalty: 4302.571289
	Iteration 25Q: 3 clusters Score -791139.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -791188.187500 Penalty: 4302.571289
	Iteration 26Q: 3 clusters Score -791188.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -791247.312500 Penalty: 4302.571289
	Iteration 27Q: 3 clusters Score -791247.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -791304.375000 Penalty: 4302.571289
	Iteration 28Q: 3 clusters Score -791304.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -791368.062500 Penalty: 4302.571289
	Iteration 29Q: 3 clusters Score -791368.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -791449.437500 Penalty: 4302.571289
	Iteration 30Q: 3 clusters Score -791449.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -791548.062500 Penalty: 4302.571289
	Iteration 31Q: 3 clusters Score -791548.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -791628.000000 Penalty: 4302.571289
	Iteration 32Q: 3 clusters Score -791628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -791704.000000 Penalty: 4302.571289
	Iteration 33Q: 3 clusters Score -791704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -791783.812500 Penalty: 4302.571289
	Iteration 34Q: 3 clusters Score -791783.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -791845.125000 Penalty: 4302.571289
	Iteration 35Q: 3 clusters Score -791845.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -791897.812500 Penalty: 4302.571289
	Iteration 36Q: 3 clusters Score -791897.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -791931.187500 Penalty: 4302.571289
	Iteration 37Q: 3 clusters Score -791931.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -791959.125000 Penalty: 4302.571289
	Iteration 38Q: 3 clusters Score -791959.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -791979.375000 Penalty: 4302.571289
	Iteration 39Q: 3 clusters Score -791979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -792002.937500 Penalty: 4302.571289
	Iteration 40F: 3 clusters Score -792002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -792020.187500 Penalty: 4302.571289
	Iteration 41Q: 3 clusters Score -792020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -792027.750000 Penalty: 4302.571289
	Iteration 42Q: 3 clusters Score -792027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -792033.812500 Penalty: 4302.571289
	Iteration 43Q: 3 clusters Score -792033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -792040.187500 Penalty: 4302.571289
	Iteration 44Q: 3 clusters Score -792040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -792046.375000 Penalty: 4302.571289
	Iteration 45Q: 3 clusters Score -792046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -792054.312500 Penalty: 4302.571289
	Iteration 46Q: 3 clusters Score -792054.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -792057.000000 Penalty: 4302.571289
	Iteration 47Q: 3 clusters Score -792057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -792057.687500 Penalty: 4302.571289
	Iteration 48Q: 3 clusters Score -792057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -792058.687500 Penalty: 4302.571289
	Iteration 49Q: 3 clusters Score -792058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -792058.687500 Penalty: 4302.571289
	Iteration 50F: 3 clusters Score -792058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -44390.417969 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -44390.42 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 187 members 
Entering Unmasked Estep 
Score: -43041.480469 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -43041.48 nChanged 41
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: -43161.132812 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -43161.13 nChanged 8
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: -43190.167969 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -43190.17 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: -43196.964844 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -43196.96 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: -43204.195312 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -43204.2 nChanged 2
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: -43209.109375 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -43209.11 nChanged 1
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: -43210.730469 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -43210.73 nChanged 0
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: -43210.730469 Penalty: 2904.115723
	Iteration 7F: 3 clusters Score -43210.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Entering Unmasked Estep 
Score: -3088769.750000 Penalty: 2485.187012
	Iteration 0F: 2 clusters Score -3088770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3073118.750000 Penalty: 4970.374023
	Iteration 0F: 3 clusters Score -3073119 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3078513.500000 Penalty: 4970.374023
	Iteration 1F: 3 clusters Score -3078514 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3078997.250000 Penalty: 4970.374023
	Iteration 2F: 3 clusters Score -3078997 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3079487.250000 Penalty: 4970.374023
	Iteration 3F: 3 clusters Score -3079487 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3080115.250000 Penalty: 4970.374023
	Iteration 4F: 3 clusters Score -3080115 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3080865.250000 Penalty: 4970.374023
	Iteration 5F: 3 clusters Score -3080865 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3081818.500000 Penalty: 4970.374023
	Iteration 6F: 3 clusters Score -3081818 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3082973.000000 Penalty: 4970.374023
	Iteration 7F: 3 clusters Score -3082973 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3084169.000000 Penalty: 4970.374023
	Iteration 8F: 3 clusters Score -3084169 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3085094.750000 Penalty: 4970.374023
	Iteration 9Q: 3 clusters Score -3085095 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3085599.500000 Penalty: 4970.374023
	Iteration 10Q: 3 clusters Score -3085600 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3085839.750000 Penalty: 4970.374023
	Iteration 11Q: 3 clusters Score -3085840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3085961.000000 Penalty: 4970.374023
	Iteration 12Q: 3 clusters Score -3085961 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3086033.000000 Penalty: 4970.374023
	Iteration 13Q: 3 clusters Score -3086033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3086090.000000 Penalty: 4970.374023
	Iteration 14Q: 3 clusters Score -3086090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3086176.000000 Penalty: 4970.374023
	Iteration 15Q: 3 clusters Score -3086176 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3086234.000000 Penalty: 4970.374023
	Iteration 16Q: 3 clusters Score -3086234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3086278.250000 Penalty: 4970.374023
	Iteration 17Q: 3 clusters Score -3086278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3086313.500000 Penalty: 4970.374023
	Iteration 18Q: 3 clusters Score -3086314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3086334.750000 Penalty: 4970.374023
	Iteration 19Q: 3 clusters Score -3086335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3086359.500000 Penalty: 4970.374023
	Iteration 20F: 3 clusters Score -3086360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3086381.000000 Penalty: 4970.374023
	Iteration 21Q: 3 clusters Score -3086381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3086404.250000 Penalty: 4970.374023
	Iteration 22Q: 3 clusters Score -3086404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3086421.000000 Penalty: 4970.374023
	Iteration 23Q: 3 clusters Score -3086421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3086429.500000 Penalty: 4970.374023
	Iteration 24Q: 3 clusters Score -3086430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3086447.500000 Penalty: 4970.374023
	Iteration 25Q: 3 clusters Score -3086448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3086471.250000 Penalty: 4970.374023
	Iteration 26Q: 3 clusters Score -3086471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3086486.500000 Penalty: 4970.374023
	Iteration 27Q: 3 clusters Score -3086486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3086502.000000 Penalty: 4970.374023
	Iteration 28Q: 3 clusters Score -3086502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3086513.250000 Penalty: 4970.374023
	Iteration 29Q: 3 clusters Score -3086513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3086530.250000 Penalty: 4970.374023
	Iteration 30Q: 3 clusters Score -3086530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3086538.500000 Penalty: 4970.374023
	Iteration 31Q: 3 clusters Score -3086538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3086543.750000 Penalty: 4970.374023
	Iteration 32Q: 3 clusters Score -3086544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3086551.250000 Penalty: 4970.374023
	Iteration 33Q: 3 clusters Score -3086551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3086560.500000 Penalty: 4970.374023
	Iteration 34Q: 3 clusters Score -3086560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3086554.750000 Penalty: 4970.374023
	Iteration 35Q: 3 clusters Score -3086555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3086562.750000 Penalty: 4970.374023
	Iteration 36Q: 3 clusters Score -3086563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3086567.250000 Penalty: 4970.374023
	Iteration 37Q: 3 clusters Score -3086567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3086574.750000 Penalty: 4970.374023
	Iteration 38Q: 3 clusters Score -3086575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3086576.250000 Penalty: 4970.374023
	Iteration 39Q: 3 clusters Score -3086576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3086581.250000 Penalty: 4970.374023
	Iteration 40F: 3 clusters Score -3086581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3086579.500000 Penalty: 4970.374023
	Iteration 41Q: 3 clusters Score -3086580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3086571.250000 Penalty: 4970.374023
	Iteration 42Q: 3 clusters Score -3086571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3086577.000000 Penalty: 4970.374023
	Iteration 43Q: 3 clusters Score -3086577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3086576.000000 Penalty: 4970.374023
	Iteration 44Q: 3 clusters Score -3086576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3086574.750000 Penalty: 4970.374023
	Iteration 45Q: 3 clusters Score -3086575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3086581.000000 Penalty: 4970.374023
	Iteration 46Q: 3 clusters Score -3086581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3086581.500000 Penalty: 4970.374023
	Iteration 47Q: 3 clusters Score -3086582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3086579.250000 Penalty: 4970.374023
	Iteration 48Q: 3 clusters Score -3086579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3086584.000000 Penalty: 4970.374023
	Iteration 49Q: 3 clusters Score -3086584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3086587.750000 Penalty: 4970.374023
	Iteration 50Q: 3 clusters Score -3086588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3086594.000000 Penalty: 4970.374023
	Iteration 51Q: 3 clusters Score -3086594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3086597.500000 Penalty: 4970.374023
	Iteration 52Q: 3 clusters Score -3086598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3086602.250000 Penalty: 4970.374023
	Iteration 53Q: 3 clusters Score -3086602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3086599.500000 Penalty: 4970.374023
	Iteration 54Q: 3 clusters Score -3086600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3086603.000000 Penalty: 4970.374023
	Iteration 55Q: 3 clusters Score -3086603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3086606.750000 Penalty: 4970.374023
	Iteration 56Q: 3 clusters Score -3086607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3086605.500000 Penalty: 4970.374023
	Iteration 57Q: 3 clusters Score -3086606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3086606.500000 Penalty: 4970.374023
	Iteration 58Q: 3 clusters Score -3086606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3086608.500000 Penalty: 4970.374023
	Iteration 59Q: 3 clusters Score -3086608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3086607.750000 Penalty: 4970.374023
	Iteration 60F: 3 clusters Score -3086608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3086609.500000 Penalty: 4970.374023
	Iteration 61Q: 3 clusters Score -3086610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3086609.500000 Penalty: 4970.374023
	Iteration 62F: 3 clusters Score -3086610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24234.732422 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24234.73 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 130 members 
Entering Unmasked Estep 
Score: -23134.501953 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23134.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23476.179688 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23476.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23805.652344 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -23805.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24029.544922 Penalty: 2761.898926
	Iteration 3F: 3 clusters Score -24029.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24363.910156 Penalty: 2761.898926
	Iteration 4F: 3 clusters Score -24363.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24534.701172 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -24534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24556.410156 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -24556.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24579.750000 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -24579.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24645.789062 Penalty: 2761.898926
	Iteration 8Q: 3 clusters Score -24645.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24693.720703 Penalty: 2761.898926
	Iteration 9Q: 3 clusters Score -24693.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24693.720703 Penalty: 2761.898926
	Iteration 10F: 3 clusters Score -24693.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24065 members 
Mstep: Class 3 contains 69815 members 
Mstep: Class 4 contains 94803 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 27485 members 
Mstep: Class 7 contains 106080 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198136 members 
Mstep: Class 10 contains 168172 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169114 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22492 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 126 members 
Entering Unmasked Estep 
Score: -126439592.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126441184.000000 to -126439592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -130136.390625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -130136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128169.117188 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -128169.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128917.507812 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -128917.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129441.132812 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -129441.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -129922.218750 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -129922.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -130232.289062 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -130232.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130387.429688 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -130387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -130443.148438 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -130443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -130491.757812 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -130491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130529.820312 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -130529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130558.781250 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -130558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130580.226562 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -130580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -130586.335938 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -130586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130587.289062 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -130587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130587.289062 Penalty: 3487.305420
	Iteration 13F: 3 clusters Score -130587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24065 members 
Mstep: Class 3 contains 69815 members 
Mstep: Class 4 contains 94803 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 27485 members 
Mstep: Class 7 contains 106080 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198136 members 
Mstep: Class 10 contains 168172 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169114 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22492 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 441 members 
Entering Unmasked Estep 
Score: -126439984.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126441184.000000 to -126439984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43211.781250 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -43211.78 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 196 members 
Entering Unmasked Estep 
Score: -41896.710938 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41896.71 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42249.757812 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -42249.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42453.656250 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -42453.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42553.335938 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -42553.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42674.246094 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42674.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42728.910156 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42728.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42795.785156 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42795.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42848.628906 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42848.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42848.628906 Penalty: 2985.222168
	Iteration 8F: 3 clusters Score -42848.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24065 members 
Mstep: Class 3 contains 69815 members 
Mstep: Class 4 contains 94803 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 27485 members 
Mstep: Class 7 contains 106080 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198136 members 
Mstep: Class 10 contains 168172 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169114 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22492 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441152.000000 Penalty: 75135.828125
Iteration 159Q: 23 clusters Score -1.264412e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24068 members 
Mstep: Class 3 contains 69795 members 
Mstep: Class 4 contains 94756 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 27490 members 
Mstep: Class 7 contains 106177 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198139 members 
Mstep: Class 10 contains 168152 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18869 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169129 members 
Mstep: Class 16 contains 21798 members 
Mstep: Class 17 contains 5816 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22497 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441056.000000 Penalty: 75135.828125
Iteration 160F: 23 clusters Score -1.264411e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24072 members 
Mstep: Class 3 contains 69780 members 
Mstep: Class 4 contains 94712 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 106265 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 198139 members 
Mstep: Class 10 contains 168127 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 18866 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169139 members 
Mstep: Class 16 contains 21796 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22505 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441008.000000 Penalty: 75135.828125
Iteration 161Q: 23 clusters Score -1.26441e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24077 members 
Mstep: Class 3 contains 69762 members 
Mstep: Class 4 contains 94676 members 
Mstep: Class 5 contains 7602 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 106359 members 
Mstep: Class 8 contains 3766 members 
Mstep: Class 9 contains 198129 members 
Mstep: Class 10 contains 168098 members 
Mstep: Class 11 contains 12665 members 
Mstep: Class 12 contains 18866 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169148 members 
Mstep: Class 16 contains 21795 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22514 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441000.000000 Penalty: 75135.828125
Iteration 162Q: 23 clusters Score -1.26441e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24078 members 
Mstep: Class 3 contains 69751 members 
Mstep: Class 4 contains 94642 members 
Mstep: Class 5 contains 7600 members 
Mstep: Class 6 contains 27506 members 
Mstep: Class 7 contains 106471 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 198114 members 
Mstep: Class 10 contains 168064 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 18865 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169155 members 
Mstep: Class 16 contains 21794 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22529 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441072.000000 Penalty: 75135.828125
Iteration 163Q: 23 clusters Score -1.264411e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24083 members 
Mstep: Class 3 contains 69735 members 
Mstep: Class 4 contains 94607 members 
Mstep: Class 5 contains 7596 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 106553 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 198109 members 
Mstep: Class 10 contains 168040 members 
Mstep: Class 11 contains 12665 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169170 members 
Mstep: Class 16 contains 21792 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22537 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440960.000000 Penalty: 75135.828125
Iteration 164Q: 23 clusters Score -1.26441e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24083 members 
Mstep: Class 3 contains 69722 members 
Mstep: Class 4 contains 94577 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 27513 members 
Mstep: Class 7 contains 106633 members 
Mstep: Class 8 contains 3765 members 
Mstep: Class 9 contains 198086 members 
Mstep: Class 10 contains 168028 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169177 members 
Mstep: Class 16 contains 21788 members 
Mstep: Class 17 contains 5688 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22545 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441024.000000 Penalty: 75135.828125
Iteration 165Q: 23 clusters Score -1.26441e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24088 members 
Mstep: Class 3 contains 69701 members 
Mstep: Class 4 contains 94545 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 106697 members 
Mstep: Class 8 contains 3765 members 
Mstep: Class 9 contains 198083 members 
Mstep: Class 10 contains 168016 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169192 members 
Mstep: Class 16 contains 21786 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22552 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440920.000000 Penalty: 75135.828125
Iteration 166Q: 23 clusters Score -1.264409e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24086 members 
Mstep: Class 3 contains 69688 members 
Mstep: Class 4 contains 94503 members 
Mstep: Class 5 contains 7591 members 
Mstep: Class 6 contains 27522 members 
Mstep: Class 7 contains 106780 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 198065 members 
Mstep: Class 10 contains 168000 members 
Mstep: Class 11 contains 12668 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169215 members 
Mstep: Class 16 contains 21785 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22560 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441080.000000 Penalty: 75135.828125
Iteration 167Q: 23 clusters Score -1.264411e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24086 members 
Mstep: Class 3 contains 69669 members 
Mstep: Class 4 contains 94456 members 
Mstep: Class 5 contains 7591 members 
Mstep: Class 6 contains 27531 members 
Mstep: Class 7 contains 106862 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 198048 members 
Mstep: Class 10 contains 167991 members 
Mstep: Class 11 contains 12670 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169235 members 
Mstep: Class 16 contains 21786 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22564 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441160.000000 Penalty: 75135.828125
Iteration 168Q: 23 clusters Score -1.264412e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24087 members 
Mstep: Class 3 contains 69647 members 
Mstep: Class 4 contains 94408 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 27540 members 
Mstep: Class 7 contains 106939 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 198019 members 
Mstep: Class 10 contains 167999 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 18862 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169247 members 
Mstep: Class 16 contains 21788 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22569 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441192.000000 Penalty: 75135.828125
Iteration 169Q: 23 clusters Score -1.264412e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24087 members 
Mstep: Class 3 contains 69622 members 
Mstep: Class 4 contains 94355 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 107014 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 198014 members 
Mstep: Class 10 contains 168013 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18860 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169241 members 
Mstep: Class 16 contains 21788 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22574 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441232.000000 Penalty: 75135.828125
Iteration 170Q: 23 clusters Score -1.264412e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69604 members 
Mstep: Class 4 contains 94307 members 
Mstep: Class 5 contains 7589 members 
Mstep: Class 6 contains 27561 members 
Mstep: Class 7 contains 107095 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 197990 members 
Mstep: Class 10 contains 168025 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 18860 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169230 members 
Mstep: Class 16 contains 21786 members 
Mstep: Class 17 contains 5578 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22581 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 171Q: 23 clusters Score -1.264414e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24089 members 
Mstep: Class 3 contains 69586 members 
Mstep: Class 4 contains 94261 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 27567 members 
Mstep: Class 7 contains 107181 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 197985 members 
Mstep: Class 10 contains 168032 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 18861 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169214 members 
Mstep: Class 16 contains 21787 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22580 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 172Q: 23 clusters Score -1.264414e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69558 members 
Mstep: Class 4 contains 94222 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 27570 members 
Mstep: Class 7 contains 107258 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 197981 members 
Mstep: Class 10 contains 168037 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 18860 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169196 members 
Mstep: Class 16 contains 21788 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22584 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441416.000000 Penalty: 75135.828125
Iteration 173Q: 23 clusters Score -1.264414e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24092 members 
Mstep: Class 3 contains 69542 members 
Mstep: Class 4 contains 94188 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 27574 members 
Mstep: Class 7 contains 107335 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 197964 members 
Mstep: Class 10 contains 168040 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 18859 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169185 members 
Mstep: Class 16 contains 21787 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22587 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441392.000000 Penalty: 75135.828125
Iteration 174Q: 23 clusters Score -1.264414e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69528 members 
Mstep: Class 4 contains 94160 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 27577 members 
Mstep: Class 7 contains 107410 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 197953 members 
Mstep: Class 10 contains 168044 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169163 members 
Mstep: Class 16 contains 21787 members 
Mstep: Class 17 contains 5560 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22590 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441448.000000 Penalty: 75135.828125
Iteration 175Q: 23 clusters Score -1.264414e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24089 members 
Mstep: Class 3 contains 69513 members 
Mstep: Class 4 contains 94141 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 27584 members 
Mstep: Class 7 contains 107480 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 197928 members 
Mstep: Class 10 contains 168050 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21785 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 176Q: 23 clusters Score -1.264414e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69492 members 
Mstep: Class 4 contains 94124 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 27589 members 
Mstep: Class 7 contains 107538 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 197918 members 
Mstep: Class 10 contains 168054 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169124 members 
Mstep: Class 16 contains 21784 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441392.000000 Penalty: 75135.828125
Iteration 177Q: 23 clusters Score -1.264414e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24091 members 
Mstep: Class 3 contains 69482 members 
Mstep: Class 4 contains 94118 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 27589 members 
Mstep: Class 7 contains 107574 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 197895 members 
Mstep: Class 10 contains 168055 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169135 members 
Mstep: Class 16 contains 21783 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22601 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441448.000000 Penalty: 75135.828125
Iteration 178Q: 23 clusters Score -1.264414e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69463 members 
Mstep: Class 4 contains 94105 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 27595 members 
Mstep: Class 7 contains 107622 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 197876 members 
Mstep: Class 10 contains 168048 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169144 members 
Mstep: Class 16 contains 21781 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22607 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441488.000000 Penalty: 75135.828125
Iteration 179Q: 23 clusters Score -1.264415e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69448 members 
Mstep: Class 4 contains 94092 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 27600 members 
Mstep: Class 7 contains 107664 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 197860 members 
Mstep: Class 10 contains 168064 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169133 members 
Mstep: Class 16 contains 21781 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22606 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441528.000000 Penalty: 75135.828125
Iteration 180F: 23 clusters Score -1.264415e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69439 members 
Mstep: Class 4 contains 94072 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 27603 members 
Mstep: Class 7 contains 107700 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 197867 members 
Mstep: Class 10 contains 168081 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169109 members 
Mstep: Class 16 contains 21781 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22607 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441424.000000 Penalty: 75135.828125
Iteration 181Q: 23 clusters Score -1.264414e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69433 members 
Mstep: Class 4 contains 94045 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 27607 members 
Mstep: Class 7 contains 107748 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 197857 members 
Mstep: Class 10 contains 168092 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169100 members 
Mstep: Class 16 contains 21780 members 
Mstep: Class 17 contains 5510 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441536.000000 Penalty: 75135.828125
Iteration 182Q: 23 clusters Score -1.264415e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 69427 members 
Mstep: Class 4 contains 94021 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 107782 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 197860 members 
Mstep: Class 10 contains 168115 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169085 members 
Mstep: Class 16 contains 21778 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441496.000000 Penalty: 75135.828125
Iteration 183Q: 23 clusters Score -1.264415e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24091 members 
Mstep: Class 3 contains 69420 members 
Mstep: Class 4 contains 93997 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 27614 members 
Mstep: Class 7 contains 107816 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 197843 members 
Mstep: Class 10 contains 168136 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169086 members 
Mstep: Class 16 contains 21777 members 
Mstep: Class 17 contains 5489 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441544.000000 Penalty: 75135.828125
Iteration 184Q: 23 clusters Score -1.264415e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24092 members 
Mstep: Class 3 contains 69408 members 
Mstep: Class 4 contains 93978 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 27616 members 
Mstep: Class 7 contains 107850 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 197832 members 
Mstep: Class 10 contains 168148 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169088 members 
Mstep: Class 16 contains 21776 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22613 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441600.000000 Penalty: 75135.828125
Iteration 185Q: 23 clusters Score -1.264416e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24092 members 
Mstep: Class 3 contains 69400 members 
Mstep: Class 4 contains 93958 members 
Mstep: Class 5 contains 7557 members 
Mstep: Class 6 contains 27617 members 
Mstep: Class 7 contains 107878 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 197826 members 
Mstep: Class 10 contains 168166 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169091 members 
Mstep: Class 16 contains 21773 members 
Mstep: Class 17 contains 5474 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22611 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441504.000000 Penalty: 75135.828125
Iteration 186Q: 23 clusters Score -1.264415e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24093 members 
Mstep: Class 3 contains 69392 members 
Mstep: Class 4 contains 93940 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 27619 members 
Mstep: Class 7 contains 107910 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 197822 members 
Mstep: Class 10 contains 168169 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169096 members 
Mstep: Class 16 contains 21773 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22615 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441632.000000 Penalty: 75135.828125
Iteration 187Q: 23 clusters Score -1.264416e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24093 members 
Mstep: Class 3 contains 69393 members 
Mstep: Class 4 contains 93923 members 
Mstep: Class 5 contains 7544 members 
Mstep: Class 6 contains 27618 members 
Mstep: Class 7 contains 107932 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 197824 members 
Mstep: Class 10 contains 168188 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169094 members 
Mstep: Class 16 contains 21772 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22615 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441544.000000 Penalty: 75135.828125
Iteration 188Q: 23 clusters Score -1.264415e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24094 members 
Mstep: Class 3 contains 69381 members 
Mstep: Class 4 contains 93901 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 27621 members 
Mstep: Class 7 contains 107966 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 197832 members 
Mstep: Class 10 contains 168194 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169092 members 
Mstep: Class 16 contains 21772 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22616 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441272.000000 Penalty: 75135.828125
Iteration 189Q: 23 clusters Score -1.264413e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24095 members 
Mstep: Class 3 contains 69374 members 
Mstep: Class 4 contains 93875 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 27625 members 
Mstep: Class 7 contains 107989 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 197857 members 
Mstep: Class 10 contains 168194 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169085 members 
Mstep: Class 16 contains 21769 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22618 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 190Q: 23 clusters Score -1.264414e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24095 members 
Mstep: Class 3 contains 69365 members 
Mstep: Class 4 contains 93856 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 27625 members 
Mstep: Class 7 contains 108017 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 197872 members 
Mstep: Class 10 contains 168210 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169069 members 
Mstep: Class 16 contains 21769 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22617 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441312.000000 Penalty: 75135.828125
Iteration 191Q: 23 clusters Score -1.264413e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 69360 members 
Mstep: Class 4 contains 93835 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 27627 members 
Mstep: Class 7 contains 108039 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197887 members 
Mstep: Class 10 contains 168219 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169063 members 
Mstep: Class 16 contains 21768 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22617 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441408.000000 Penalty: 75135.828125
Iteration 192Q: 23 clusters Score -1.264414e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 69351 members 
Mstep: Class 4 contains 93810 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 27629 members 
Mstep: Class 7 contains 108066 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197897 members 
Mstep: Class 10 contains 168227 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169058 members 
Mstep: Class 16 contains 21767 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22617 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441448.000000 Penalty: 75135.828125
Iteration 193Q: 23 clusters Score -1.264414e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24097 members 
Mstep: Class 3 contains 69350 members 
Mstep: Class 4 contains 93776 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 27633 members 
Mstep: Class 7 contains 108089 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197901 members 
Mstep: Class 10 contains 168239 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169057 members 
Mstep: Class 16 contains 21766 members 
Mstep: Class 17 contains 5403 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22619 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441536.000000 Penalty: 75135.828125
Iteration 194Q: 23 clusters Score -1.264415e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24098 members 
Mstep: Class 3 contains 69346 members 
Mstep: Class 4 contains 93749 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 27632 members 
Mstep: Class 7 contains 108111 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197896 members 
Mstep: Class 10 contains 168250 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169066 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22621 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441584.000000 Penalty: 75135.828125
Iteration 195Q: 23 clusters Score -1.264416e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24099 members 
Mstep: Class 3 contains 69340 members 
Mstep: Class 4 contains 93734 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 27633 members 
Mstep: Class 7 contains 108127 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197895 members 
Mstep: Class 10 contains 168254 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169070 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22624 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441592.000000 Penalty: 75135.828125
Iteration 196Q: 23 clusters Score -1.264416e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24101 members 
Mstep: Class 3 contains 69335 members 
Mstep: Class 4 contains 93712 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27632 members 
Mstep: Class 7 contains 108135 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197894 members 
Mstep: Class 10 contains 168266 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169080 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441464.000000 Penalty: 75135.828125
Iteration 197Q: 23 clusters Score -1.264415e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24102 members 
Mstep: Class 3 contains 69325 members 
Mstep: Class 4 contains 93701 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108146 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197887 members 
Mstep: Class 10 contains 168262 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169093 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22627 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441536.000000 Penalty: 75135.828125
Iteration 198Q: 23 clusters Score -1.264415e+08 nChanged 82
Entering ConstructFrom: 
Score: -126441536.000000 Penalty: 75135.828125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103851.882812 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101960.210938 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -101960.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102292.476562 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102292.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102362.656250 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102362.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -102399.234375 Penalty: 3427.732422
	Iteration 3Q: 3 clusters Score -102399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102418.546875 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -102418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -102448.367188 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -102448.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102476.992188 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -102477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102499.070312 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -102499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102530.000000 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -102530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102564.726562 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -102564.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102602.171875 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -102602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102645.796875 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -102645.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102716.625000 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -102716.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102763.867188 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -102763.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102804.554688 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -102804.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102826.609375 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -102826.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -102844.484375 Penalty: 3427.732422
	Iteration 16Q: 3 clusters Score -102844.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102860.492188 Penalty: 3427.732422
	Iteration 17Q: 3 clusters Score -102860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102871.515625 Penalty: 3427.732422
	Iteration 18Q: 3 clusters Score -102871.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102881.078125 Penalty: 3427.732422
	Iteration 19Q: 3 clusters Score -102881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102887.453125 Penalty: 3427.732422
	Iteration 20F: 3 clusters Score -102887.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Entering Unmasked Estep 
Score: -3156162.500000 Penalty: 2502.342773
	Iteration 0F: 2 clusters Score -3156162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3139521.250000 Penalty: 5004.685547
	Iteration 0F: 3 clusters Score -3139521 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3145369.000000 Penalty: 5004.685547
	Iteration 1F: 3 clusters Score -3145369 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3146242.250000 Penalty: 5004.685547
	Iteration 2F: 3 clusters Score -3146242 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3147335.750000 Penalty: 5004.685547
	Iteration 3F: 3 clusters Score -3147336 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3148816.250000 Penalty: 5004.685547
	Iteration 4F: 3 clusters Score -3148816 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3150545.000000 Penalty: 5004.685547
	Iteration 5F: 3 clusters Score -3150545 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3152061.250000 Penalty: 5004.685547
	Iteration 6F: 3 clusters Score -3152061 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3153045.250000 Penalty: 5004.685547
	Iteration 7F: 3 clusters Score -3153045 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3153643.500000 Penalty: 5004.685547
	Iteration 8Q: 3 clusters Score -3153644 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3154053.750000 Penalty: 5004.685547
	Iteration 9Q: 3 clusters Score -3154054 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3154297.250000 Penalty: 5004.685547
	Iteration 10Q: 3 clusters Score -3154297 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3154490.750000 Penalty: 5004.685547
	Iteration 11Q: 3 clusters Score -3154491 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3154640.750000 Penalty: 5004.685547
	Iteration 12Q: 3 clusters Score -3154641 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3154765.250000 Penalty: 5004.685547
	Iteration 13Q: 3 clusters Score -3154765 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3154846.000000 Penalty: 5004.685547
	Iteration 14Q: 3 clusters Score -3154846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3154911.000000 Penalty: 5004.685547
	Iteration 15Q: 3 clusters Score -3154911 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3154953.500000 Penalty: 5004.685547
	Iteration 16Q: 3 clusters Score -3154954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3154983.750000 Penalty: 5004.685547
	Iteration 17Q: 3 clusters Score -3154984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3155004.250000 Penalty: 5004.685547
	Iteration 18Q: 3 clusters Score -3155004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3155021.500000 Penalty: 5004.685547
	Iteration 19Q: 3 clusters Score -3155022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3155035.750000 Penalty: 5004.685547
	Iteration 20F: 3 clusters Score -3155036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3155067.750000 Penalty: 5004.685547
	Iteration 21Q: 3 clusters Score -3155068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3155084.000000 Penalty: 5004.685547
	Iteration 22Q: 3 clusters Score -3155084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3155085.500000 Penalty: 5004.685547
	Iteration 23Q: 3 clusters Score -3155086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3155090.000000 Penalty: 5004.685547
	Iteration 24Q: 3 clusters Score -3155090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3155103.500000 Penalty: 5004.685547
	Iteration 25Q: 3 clusters Score -3155104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3155103.250000 Penalty: 5004.685547
	Iteration 26Q: 3 clusters Score -3155103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3155101.500000 Penalty: 5004.685547
	Iteration 27Q: 3 clusters Score -3155102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3155114.250000 Penalty: 5004.685547
	Iteration 28Q: 3 clusters Score -3155114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3155118.250000 Penalty: 5004.685547
	Iteration 29Q: 3 clusters Score -3155118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3155126.250000 Penalty: 5004.685547
	Iteration 30Q: 3 clusters Score -3155126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3155129.250000 Penalty: 5004.685547
	Iteration 31Q: 3 clusters Score -3155129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3155142.500000 Penalty: 5004.685547
	Iteration 32Q: 3 clusters Score -3155142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3155145.250000 Penalty: 5004.685547
	Iteration 33Q: 3 clusters Score -3155145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3155151.250000 Penalty: 5004.685547
	Iteration 34Q: 3 clusters Score -3155151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3155159.750000 Penalty: 5004.685547
	Iteration 35Q: 3 clusters Score -3155160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3155163.500000 Penalty: 5004.685547
	Iteration 36Q: 3 clusters Score -3155164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3155172.750000 Penalty: 5004.685547
	Iteration 37Q: 3 clusters Score -3155173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3155173.750000 Penalty: 5004.685547
	Iteration 38Q: 3 clusters Score -3155174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3155185.750000 Penalty: 5004.685547
	Iteration 39Q: 3 clusters Score -3155186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3155182.250000 Penalty: 5004.685547
	Iteration 40F: 3 clusters Score -3155182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3155187.750000 Penalty: 5004.685547
	Iteration 41Q: 3 clusters Score -3155188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3155192.750000 Penalty: 5004.685547
	Iteration 42Q: 3 clusters Score -3155193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3155193.000000 Penalty: 5004.685547
	Iteration 43Q: 3 clusters Score -3155193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3155191.500000 Penalty: 5004.685547
	Iteration 44Q: 3 clusters Score -3155192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3155189.000000 Penalty: 5004.685547
	Iteration 45Q: 3 clusters Score -3155189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3155194.500000 Penalty: 5004.685547
	Iteration 46Q: 3 clusters Score -3155194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3155194.750000 Penalty: 5004.685547
	Iteration 47Q: 3 clusters Score -3155195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3155187.250000 Penalty: 5004.685547
	Iteration 48Q: 3 clusters Score -3155187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3155182.250000 Penalty: 5004.685547
	Iteration 49Q: 3 clusters Score -3155182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3155191.000000 Penalty: 5004.685547
	Iteration 50Q: 3 clusters Score -3155191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3155192.500000 Penalty: 5004.685547
	Iteration 51Q: 3 clusters Score -3155192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3155196.000000 Penalty: 5004.685547
	Iteration 52Q: 3 clusters Score -3155196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3155196.250000 Penalty: 5004.685547
	Iteration 53Q: 3 clusters Score -3155196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3155192.250000 Penalty: 5004.685547
	Iteration 54Q: 3 clusters Score -3155192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3155196.000000 Penalty: 5004.685547
	Iteration 55Q: 3 clusters Score -3155196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3155192.500000 Penalty: 5004.685547
	Iteration 56Q: 3 clusters Score -3155192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3155196.250000 Penalty: 5004.685547
	Iteration 57Q: 3 clusters Score -3155196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3155204.000000 Penalty: 5004.685547
	Iteration 58Q: 3 clusters Score -3155204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3155200.750000 Penalty: 5004.685547
	Iteration 59Q: 3 clusters Score -3155201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3155206.500000 Penalty: 5004.685547
	Iteration 60F: 3 clusters Score -3155206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3155211.000000 Penalty: 5004.685547
	Iteration 61Q: 3 clusters Score -3155211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3155208.500000 Penalty: 5004.685547
	Iteration 62Q: 3 clusters Score -3155208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3155217.500000 Penalty: 5004.685547
	Iteration 63Q: 3 clusters Score -3155218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3155218.000000 Penalty: 5004.685547
	Iteration 64Q: 3 clusters Score -3155218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3155215.000000 Penalty: 5004.685547
	Iteration 65Q: 3 clusters Score -3155215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3155215.250000 Penalty: 5004.685547
	Iteration 66Q: 3 clusters Score -3155215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3155219.750000 Penalty: 5004.685547
	Iteration 67Q: 3 clusters Score -3155220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3155222.500000 Penalty: 5004.685547
	Iteration 68Q: 3 clusters Score -3155222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3155219.500000 Penalty: 5004.685547
	Iteration 69Q: 3 clusters Score -3155220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3155215.750000 Penalty: 5004.685547
	Iteration 70Q: 3 clusters Score -3155216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3155214.250000 Penalty: 5004.685547
	Iteration 71Q: 3 clusters Score -3155214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3155218.750000 Penalty: 5004.685547
	Iteration 72Q: 3 clusters Score -3155219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3155218.750000 Penalty: 5004.685547
	Iteration 73F: 3 clusters Score -3155219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Entering Unmasked Estep 
Score: -9143767.000000 Penalty: 2764.322021
	Iteration 0F: 2 clusters Score -9143767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -9097500.000000 Penalty: 5528.644043
	Iteration 0F: 3 clusters Score -9097500 nChanged 32434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -9115511.000000 Penalty: 5528.644043
	Iteration 1F: 3 clusters Score -9115511 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -9115971.000000 Penalty: 5528.644043
	Iteration 2Q: 3 clusters Score -9115971 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -9116482.000000 Penalty: 5528.644043
	Iteration 3Q: 3 clusters Score -9116482 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -9117149.000000 Penalty: 5528.644043
	Iteration 4Q: 3 clusters Score -9117149 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -9118094.000000 Penalty: 5528.644043
	Iteration 5Q: 3 clusters Score -9118094 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -9119743.000000 Penalty: 5528.644043
	Iteration 6Q: 3 clusters Score -9119743 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -9122666.000000 Penalty: 5528.644043
	Iteration 7F: 3 clusters Score -9122666 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -9127252.000000 Penalty: 5528.644043
	Iteration 8F: 3 clusters Score -9127252 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -9132986.000000 Penalty: 5528.644043
	Iteration 9F: 3 clusters Score -9132986 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -9137764.000000 Penalty: 5528.644043
	Iteration 10F: 3 clusters Score -9137764 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9140041.000000 Penalty: 5528.644043
	Iteration 11Q: 3 clusters Score -9140041 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9140804.000000 Penalty: 5528.644043
	Iteration 12Q: 3 clusters Score -9140804 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9141091.000000 Penalty: 5528.644043
	Iteration 13Q: 3 clusters Score -9141091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9141228.000000 Penalty: 5528.644043
	Iteration 14Q: 3 clusters Score -9141228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9141292.000000 Penalty: 5528.644043
	Iteration 15Q: 3 clusters Score -9141292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9141317.000000 Penalty: 5528.644043
	Iteration 16Q: 3 clusters Score -9141317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9141344.000000 Penalty: 5528.644043
	Iteration 17Q: 3 clusters Score -9141344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9141354.000000 Penalty: 5528.644043
	Iteration 18Q: 3 clusters Score -9141354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9141374.000000 Penalty: 5528.644043
	Iteration 19Q: 3 clusters Score -9141374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9141366.000000 Penalty: 5528.644043
	Iteration 20F: 3 clusters Score -9141366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Entering Unmasked Estep 
Score: -12730355.000000 Penalty: 2839.035889
	Iteration 0F: 2 clusters Score -1.273036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -12667755.000000 Penalty: 5678.071777
	Iteration 0F: 3 clusters Score -1.266776e+07 nChanged 44312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -12693478.000000 Penalty: 5678.071777
	Iteration 1F: 3 clusters Score -1.269348e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -12694780.000000 Penalty: 5678.071777
	Iteration 2Q: 3 clusters Score -1.269478e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -12696582.000000 Penalty: 5678.071777
	Iteration 3Q: 3 clusters Score -1.269658e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -12699655.000000 Penalty: 5678.071777
	Iteration 4F: 3 clusters Score -1.269966e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -12704404.000000 Penalty: 5678.071777
	Iteration 5F: 3 clusters Score -1.27044e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -12710511.000000 Penalty: 5678.071777
	Iteration 6F: 3 clusters Score -1.271051e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -12716824.000000 Penalty: 5678.071777
	Iteration 7F: 3 clusters Score -1.271682e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -12721390.000000 Penalty: 5678.071777
	Iteration 8F: 3 clusters Score -1.272139e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -12724214.000000 Penalty: 5678.071777
	Iteration 9Q: 3 clusters Score -1.272421e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -12725768.000000 Penalty: 5678.071777
	Iteration 10Q: 3 clusters Score -1.272577e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -12726611.000000 Penalty: 5678.071777
	Iteration 11Q: 3 clusters Score -1.272661e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -12727011.000000 Penalty: 5678.071777
	Iteration 12Q: 3 clusters Score -1.272701e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -12727258.000000 Penalty: 5678.071777
	Iteration 13Q: 3 clusters Score -1.272726e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -12727431.000000 Penalty: 5678.071777
	Iteration 14Q: 3 clusters Score -1.272743e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -12727509.000000 Penalty: 5678.071777
	Iteration 15Q: 3 clusters Score -1.272751e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -12727585.000000 Penalty: 5678.071777
	Iteration 16Q: 3 clusters Score -1.272758e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -12727645.000000 Penalty: 5678.071777
	Iteration 17Q: 3 clusters Score -1.272764e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -12727694.000000 Penalty: 5678.071777
	Iteration 18Q: 3 clusters Score -1.272769e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -12727716.000000 Penalty: 5678.071777
	Iteration 19Q: 3 clusters Score -1.272772e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -12727768.000000 Penalty: 5678.071777
	Iteration 20F: 3 clusters Score -1.272777e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -12727768.000000 Penalty: 5678.071777
	Iteration 21Q: 3 clusters Score -1.272777e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -12727795.000000 Penalty: 5678.071777
	Iteration 22Q: 3 clusters Score -1.27278e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -12727861.000000 Penalty: 5678.071777
	Iteration 23Q: 3 clusters Score -1.272786e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -12727889.000000 Penalty: 5678.071777
	Iteration 24Q: 3 clusters Score -1.272789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -12727906.000000 Penalty: 5678.071777
	Iteration 25Q: 3 clusters Score -1.272791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -12727915.000000 Penalty: 5678.071777
	Iteration 26Q: 3 clusters Score -1.272792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -12727908.000000 Penalty: 5678.071777
	Iteration 27Q: 3 clusters Score -1.272791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -12727904.000000 Penalty: 5678.071777
	Iteration 28Q: 3 clusters Score -1.27279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -12727919.000000 Penalty: 5678.071777
	Iteration 29Q: 3 clusters Score -1.272792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -12727941.000000 Penalty: 5678.071777
	Iteration 30Q: 3 clusters Score -1.272794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -12727942.000000 Penalty: 5678.071777
	Iteration 31Q: 3 clusters Score -1.272794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -12727927.000000 Penalty: 5678.071777
	Iteration 32Q: 3 clusters Score -1.272793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -12727923.000000 Penalty: 5678.071777
	Iteration 33Q: 3 clusters Score -1.272792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -12727941.000000 Penalty: 5678.071777
	Iteration 34Q: 3 clusters Score -1.272794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -12727979.000000 Penalty: 5678.071777
	Iteration 35Q: 3 clusters Score -1.272798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -12727989.000000 Penalty: 5678.071777
	Iteration 36Q: 3 clusters Score -1.272799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -12727985.000000 Penalty: 5678.071777
	Iteration 37Q: 3 clusters Score -1.272798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -12728000.000000 Penalty: 5678.071777
	Iteration 38Q: 3 clusters Score -1.2728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 91951 members 
Entering Unmasked Estep 
Score: -12728019.000000 Penalty: 5678.071777
	Iteration 39Q: 3 clusters Score -1.272802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -12728048.000000 Penalty: 5678.071777
	Iteration 40F: 3 clusters Score -1.272805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -12728060.000000 Penalty: 5678.071777
	Iteration 41Q: 3 clusters Score -1.272806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -12728055.000000 Penalty: 5678.071777
	Iteration 42Q: 3 clusters Score -1.272806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -12728069.000000 Penalty: 5678.071777
	Iteration 43Q: 3 clusters Score -1.272807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -12728079.000000 Penalty: 5678.071777
	Iteration 44Q: 3 clusters Score -1.272808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -12728096.000000 Penalty: 5678.071777
	Iteration 45Q: 3 clusters Score -1.27281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 92161 members 
Entering Unmasked Estep 
Score: -12728105.000000 Penalty: 5678.071777
	Iteration 46Q: 3 clusters Score -1.27281e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -12728157.000000 Penalty: 5678.071777
	Iteration 47Q: 3 clusters Score -1.272816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -12728157.000000 Penalty: 5678.071777
	Iteration 48Q: 3 clusters Score -1.272816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -12728175.000000 Penalty: 5678.071777
	Iteration 49Q: 3 clusters Score -1.272818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -12728173.000000 Penalty: 5678.071777
	Iteration 50Q: 3 clusters Score -1.272817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -12728185.000000 Penalty: 5678.071777
	Iteration 51Q: 3 clusters Score -1.272818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -12728209.000000 Penalty: 5678.071777
	Iteration 52Q: 3 clusters Score -1.272821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -12728218.000000 Penalty: 5678.071777
	Iteration 53Q: 3 clusters Score -1.272822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -12728216.000000 Penalty: 5678.071777
	Iteration 54Q: 3 clusters Score -1.272822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -12728229.000000 Penalty: 5678.071777
	Iteration 55Q: 3 clusters Score -1.272823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -12728227.000000 Penalty: 5678.071777
	Iteration 56Q: 3 clusters Score -1.272823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -12728241.000000 Penalty: 5678.071777
	Iteration 57Q: 3 clusters Score -1.272824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -12728246.000000 Penalty: 5678.071777
	Iteration 58Q: 3 clusters Score -1.272825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -12728243.000000 Penalty: 5678.071777
	Iteration 59Q: 3 clusters Score -1.272824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -12728251.000000 Penalty: 5678.071777
	Iteration 60F: 3 clusters Score -1.272825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -12728246.000000 Penalty: 5678.071777
	Iteration 61Q: 3 clusters Score -1.272825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -12728242.000000 Penalty: 5678.071777
	Iteration 62Q: 3 clusters Score -1.272824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -12728244.000000 Penalty: 5678.071777
	Iteration 63Q: 3 clusters Score -1.272824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -12728246.000000 Penalty: 5678.071777
	Iteration 64Q: 3 clusters Score -1.272825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -12728249.000000 Penalty: 5678.071777
	Iteration 65Q: 3 clusters Score -1.272825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -12728249.000000 Penalty: 5678.071777
	Iteration 66Q: 3 clusters Score -1.272825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -12728256.000000 Penalty: 5678.071777
	Iteration 67Q: 3 clusters Score -1.272826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -12728268.000000 Penalty: 5678.071777
	Iteration 68Q: 3 clusters Score -1.272827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -12728264.000000 Penalty: 5678.071777
	Iteration 69Q: 3 clusters Score -1.272826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -12728261.000000 Penalty: 5678.071777
	Iteration 70Q: 3 clusters Score -1.272826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -12728255.000000 Penalty: 5678.071777
	Iteration 71Q: 3 clusters Score -1.272826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -12728249.000000 Penalty: 5678.071777
	Iteration 72Q: 3 clusters Score -1.272825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -12728248.000000 Penalty: 5678.071777
	Iteration 73Q: 3 clusters Score -1.272825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -12728251.000000 Penalty: 5678.071777
	Iteration 74Q: 3 clusters Score -1.272825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -12728257.000000 Penalty: 5678.071777
	Iteration 75Q: 3 clusters Score -1.272826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -12728254.000000 Penalty: 5678.071777
	Iteration 76Q: 3 clusters Score -1.272825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -12728255.000000 Penalty: 5678.071777
	Iteration 77Q: 3 clusters Score -1.272826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -12728261.000000 Penalty: 5678.071777
	Iteration 78Q: 3 clusters Score -1.272826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -12728257.000000 Penalty: 5678.071777
	Iteration 79Q: 3 clusters Score -1.272826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -12728258.000000 Penalty: 5678.071777
	Iteration 80F: 3 clusters Score -1.272826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Entering Unmasked Estep 
Score: -966776.062500 Penalty: 2213.182617
	Iteration 0F: 2 clusters Score -966776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -960765.125000 Penalty: 4426.365234
	Iteration 0F: 3 clusters Score -960765.1 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -962468.562500 Penalty: 4426.365234
	Iteration 1F: 3 clusters Score -962468.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -962963.625000 Penalty: 4426.365234
	Iteration 2F: 3 clusters Score -962963.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -963386.000000 Penalty: 4426.365234
	Iteration 3F: 3 clusters Score -963386 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -963761.375000 Penalty: 4426.365234
	Iteration 4F: 3 clusters Score -963761.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -964103.625000 Penalty: 4426.365234
	Iteration 5F: 3 clusters Score -964103.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -964430.312500 Penalty: 4426.365234
	Iteration 6F: 3 clusters Score -964430.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -964728.437500 Penalty: 4426.365234
	Iteration 7F: 3 clusters Score -964728.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -964932.437500 Penalty: 4426.365234
	Iteration 8Q: 3 clusters Score -964932.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -965096.937500 Penalty: 4426.365234
	Iteration 9Q: 3 clusters Score -965096.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -965197.125000 Penalty: 4426.365234
	Iteration 10Q: 3 clusters Score -965197.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -965256.375000 Penalty: 4426.365234
	Iteration 11Q: 3 clusters Score -965256.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -965294.375000 Penalty: 4426.365234
	Iteration 12Q: 3 clusters Score -965294.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -965324.000000 Penalty: 4426.365234
	Iteration 13Q: 3 clusters Score -965324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -965355.625000 Penalty: 4426.365234
	Iteration 14Q: 3 clusters Score -965355.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -965382.562500 Penalty: 4426.365234
	Iteration 15Q: 3 clusters Score -965382.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -965402.312500 Penalty: 4426.365234
	Iteration 16Q: 3 clusters Score -965402.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -965415.562500 Penalty: 4426.365234
	Iteration 17Q: 3 clusters Score -965415.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -965426.125000 Penalty: 4426.365234
	Iteration 18Q: 3 clusters Score -965426.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -965431.125000 Penalty: 4426.365234
	Iteration 19Q: 3 clusters Score -965431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -965433.687500 Penalty: 4426.365234
	Iteration 20F: 3 clusters Score -965433.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -965435.312500 Penalty: 4426.365234
	Iteration 21Q: 3 clusters Score -965435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -965439.437500 Penalty: 4426.365234
	Iteration 22Q: 3 clusters Score -965439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -965448.000000 Penalty: 4426.365234
	Iteration 23Q: 3 clusters Score -965448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -965453.937500 Penalty: 4426.365234
	Iteration 24Q: 3 clusters Score -965453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -965455.875000 Penalty: 4426.365234
	Iteration 25Q: 3 clusters Score -965455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -965458.187500 Penalty: 4426.365234
	Iteration 26Q: 3 clusters Score -965458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -965459.812500 Penalty: 4426.365234
	Iteration 27Q: 3 clusters Score -965459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -965463.437500 Penalty: 4426.365234
	Iteration 28Q: 3 clusters Score -965463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -965467.375000 Penalty: 4426.365234
	Iteration 29Q: 3 clusters Score -965467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -965469.000000 Penalty: 4426.365234
	Iteration 30Q: 3 clusters Score -965469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -965470.000000 Penalty: 4426.365234
	Iteration 31Q: 3 clusters Score -965470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -965471.312500 Penalty: 4426.365234
	Iteration 32Q: 3 clusters Score -965471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -965471.312500 Penalty: 4426.365234
	Iteration 33Q: 3 clusters Score -965471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -965473.625000 Penalty: 4426.365234
	Iteration 34Q: 3 clusters Score -965473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -965477.625000 Penalty: 4426.365234
	Iteration 35Q: 3 clusters Score -965477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -965481.250000 Penalty: 4426.365234
	Iteration 36Q: 3 clusters Score -965481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -965482.500000 Penalty: 4426.365234
	Iteration 37Q: 3 clusters Score -965482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -965484.125000 Penalty: 4426.365234
	Iteration 38Q: 3 clusters Score -965484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -965487.625000 Penalty: 4426.365234
	Iteration 39Q: 3 clusters Score -965487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -965488.812500 Penalty: 4426.365234
	Iteration 40F: 3 clusters Score -965488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -965489.375000 Penalty: 4426.365234
	Iteration 41Q: 3 clusters Score -965489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -965489.625000 Penalty: 4426.365234
	Iteration 42Q: 3 clusters Score -965489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -965490.000000 Penalty: 4426.365234
	Iteration 43Q: 3 clusters Score -965490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -965495.500000 Penalty: 4426.365234
	Iteration 44Q: 3 clusters Score -965495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -965495.375000 Penalty: 4426.365234
	Iteration 45Q: 3 clusters Score -965495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -965497.250000 Penalty: 4426.365234
	Iteration 46Q: 3 clusters Score -965497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -965496.875000 Penalty: 4426.365234
	Iteration 47Q: 3 clusters Score -965496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -965497.687500 Penalty: 4426.365234
	Iteration 48Q: 3 clusters Score -965497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -965498.937500 Penalty: 4426.365234
	Iteration 49Q: 3 clusters Score -965498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -965502.125000 Penalty: 4426.365234
	Iteration 50Q: 3 clusters Score -965502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -965502.625000 Penalty: 4426.365234
	Iteration 51Q: 3 clusters Score -965502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -965505.312500 Penalty: 4426.365234
	Iteration 52Q: 3 clusters Score -965505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -965505.812500 Penalty: 4426.365234
	Iteration 53Q: 3 clusters Score -965505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -965509.437500 Penalty: 4426.365234
	Iteration 54Q: 3 clusters Score -965509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -965508.187500 Penalty: 4426.365234
	Iteration 55Q: 3 clusters Score -965508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -965507.437500 Penalty: 4426.365234
	Iteration 56Q: 3 clusters Score -965507.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -965507.437500 Penalty: 4426.365234
	Iteration 57F: 3 clusters Score -965507.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Entering Unmasked Estep 
Score: -3791372.000000 Penalty: 2536.264893
	Iteration 0F: 2 clusters Score -3791372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3772461.000000 Penalty: 5072.529785
	Iteration 0F: 3 clusters Score -3772461 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3779045.000000 Penalty: 5072.529785
	Iteration 1F: 3 clusters Score -3779045 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3779490.000000 Penalty: 5072.529785
	Iteration 2Q: 3 clusters Score -3779490 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3779925.250000 Penalty: 5072.529785
	Iteration 3Q: 3 clusters Score -3779925 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3780358.750000 Penalty: 5072.529785
	Iteration 4Q: 3 clusters Score -3780359 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3780854.750000 Penalty: 5072.529785
	Iteration 5Q: 3 clusters Score -3780855 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3781452.750000 Penalty: 5072.529785
	Iteration 6Q: 3 clusters Score -3781453 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3782237.000000 Penalty: 5072.529785
	Iteration 7F: 3 clusters Score -3782237 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3783329.000000 Penalty: 5072.529785
	Iteration 8F: 3 clusters Score -3783329 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3784747.500000 Penalty: 5072.529785
	Iteration 9F: 3 clusters Score -3784748 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3786197.000000 Penalty: 5072.529785
	Iteration 10F: 3 clusters Score -3786197 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3787182.500000 Penalty: 5072.529785
	Iteration 11Q: 3 clusters Score -3787182 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3787644.000000 Penalty: 5072.529785
	Iteration 12Q: 3 clusters Score -3787644 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3787909.000000 Penalty: 5072.529785
	Iteration 13Q: 3 clusters Score -3787909 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3788030.500000 Penalty: 5072.529785
	Iteration 14Q: 3 clusters Score -3788030 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3788118.000000 Penalty: 5072.529785
	Iteration 15Q: 3 clusters Score -3788118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3788179.000000 Penalty: 5072.529785
	Iteration 16Q: 3 clusters Score -3788179 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3788226.750000 Penalty: 5072.529785
	Iteration 17Q: 3 clusters Score -3788227 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3788274.750000 Penalty: 5072.529785
	Iteration 18Q: 3 clusters Score -3788275 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3788324.750000 Penalty: 5072.529785
	Iteration 19Q: 3 clusters Score -3788325 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3788358.000000 Penalty: 5072.529785
	Iteration 20F: 3 clusters Score -3788358 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3788400.750000 Penalty: 5072.529785
	Iteration 21Q: 3 clusters Score -3788401 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3788438.500000 Penalty: 5072.529785
	Iteration 22Q: 3 clusters Score -3788438 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3788495.000000 Penalty: 5072.529785
	Iteration 23Q: 3 clusters Score -3788495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3788534.500000 Penalty: 5072.529785
	Iteration 24Q: 3 clusters Score -3788534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3788581.000000 Penalty: 5072.529785
	Iteration 25Q: 3 clusters Score -3788581 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3788613.500000 Penalty: 5072.529785
	Iteration 26Q: 3 clusters Score -3788614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3788655.500000 Penalty: 5072.529785
	Iteration 27Q: 3 clusters Score -3788656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3788684.250000 Penalty: 5072.529785
	Iteration 28Q: 3 clusters Score -3788684 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3788724.500000 Penalty: 5072.529785
	Iteration 29Q: 3 clusters Score -3788724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3788756.250000 Penalty: 5072.529785
	Iteration 30Q: 3 clusters Score -3788756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3788796.500000 Penalty: 5072.529785
	Iteration 31Q: 3 clusters Score -3788796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3788820.250000 Penalty: 5072.529785
	Iteration 32Q: 3 clusters Score -3788820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3788841.000000 Penalty: 5072.529785
	Iteration 33Q: 3 clusters Score -3788841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3788868.500000 Penalty: 5072.529785
	Iteration 34Q: 3 clusters Score -3788868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3788890.250000 Penalty: 5072.529785
	Iteration 35Q: 3 clusters Score -3788890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3788913.750000 Penalty: 5072.529785
	Iteration 36Q: 3 clusters Score -3788914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3788931.500000 Penalty: 5072.529785
	Iteration 37Q: 3 clusters Score -3788932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3788955.500000 Penalty: 5072.529785
	Iteration 38Q: 3 clusters Score -3788956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3788972.250000 Penalty: 5072.529785
	Iteration 39Q: 3 clusters Score -3788972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3789006.750000 Penalty: 5072.529785
	Iteration 40F: 3 clusters Score -3789007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3789018.000000 Penalty: 5072.529785
	Iteration 41Q: 3 clusters Score -3789018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3789034.250000 Penalty: 5072.529785
	Iteration 42Q: 3 clusters Score -3789034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3789059.000000 Penalty: 5072.529785
	Iteration 43Q: 3 clusters Score -3789059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3789069.750000 Penalty: 5072.529785
	Iteration 44Q: 3 clusters Score -3789070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3789083.000000 Penalty: 5072.529785
	Iteration 45Q: 3 clusters Score -3789083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3789095.250000 Penalty: 5072.529785
	Iteration 46Q: 3 clusters Score -3789095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3789111.750000 Penalty: 5072.529785
	Iteration 47Q: 3 clusters Score -3789112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3789117.500000 Penalty: 5072.529785
	Iteration 48Q: 3 clusters Score -3789118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3789139.500000 Penalty: 5072.529785
	Iteration 49Q: 3 clusters Score -3789140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3789149.250000 Penalty: 5072.529785
	Iteration 50Q: 3 clusters Score -3789149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3789163.000000 Penalty: 5072.529785
	Iteration 51Q: 3 clusters Score -3789163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3789170.250000 Penalty: 5072.529785
	Iteration 52Q: 3 clusters Score -3789170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3789190.000000 Penalty: 5072.529785
	Iteration 53Q: 3 clusters Score -3789190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3789206.250000 Penalty: 5072.529785
	Iteration 54Q: 3 clusters Score -3789206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3789205.500000 Penalty: 5072.529785
	Iteration 55Q: 3 clusters Score -3789206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3789213.000000 Penalty: 5072.529785
	Iteration 56Q: 3 clusters Score -3789213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3789215.000000 Penalty: 5072.529785
	Iteration 57Q: 3 clusters Score -3789215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3789218.000000 Penalty: 5072.529785
	Iteration 58Q: 3 clusters Score -3789218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3789223.250000 Penalty: 5072.529785
	Iteration 59Q: 3 clusters Score -3789223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3789231.000000 Penalty: 5072.529785
	Iteration 60F: 3 clusters Score -3789231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3789232.500000 Penalty: 5072.529785
	Iteration 61Q: 3 clusters Score -3789232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3789240.500000 Penalty: 5072.529785
	Iteration 62Q: 3 clusters Score -3789240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3789231.000000 Penalty: 5072.529785
	Iteration 63Q: 3 clusters Score -3789231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3789237.250000 Penalty: 5072.529785
	Iteration 64Q: 3 clusters Score -3789237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3789243.250000 Penalty: 5072.529785
	Iteration 65Q: 3 clusters Score -3789243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3789241.250000 Penalty: 5072.529785
	Iteration 66Q: 3 clusters Score -3789241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3789247.750000 Penalty: 5072.529785
	Iteration 67Q: 3 clusters Score -3789248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3789246.500000 Penalty: 5072.529785
	Iteration 68Q: 3 clusters Score -3789246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3789250.500000 Penalty: 5072.529785
	Iteration 69Q: 3 clusters Score -3789250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3789250.750000 Penalty: 5072.529785
	Iteration 70Q: 3 clusters Score -3789251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3789249.000000 Penalty: 5072.529785
	Iteration 71Q: 3 clusters Score -3789249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3789247.250000 Penalty: 5072.529785
	Iteration 72Q: 3 clusters Score -3789247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3789249.000000 Penalty: 5072.529785
	Iteration 73Q: 3 clusters Score -3789249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3789252.000000 Penalty: 5072.529785
	Iteration 74Q: 3 clusters Score -3789252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3789258.750000 Penalty: 5072.529785
	Iteration 75Q: 3 clusters Score -3789259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3789259.750000 Penalty: 5072.529785
	Iteration 76Q: 3 clusters Score -3789260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3789255.000000 Penalty: 5072.529785
	Iteration 77Q: 3 clusters Score -3789255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3789259.250000 Penalty: 5072.529785
	Iteration 78Q: 3 clusters Score -3789259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3789260.750000 Penalty: 5072.529785
	Iteration 79Q: 3 clusters Score -3789261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3789260.750000 Penalty: 5072.529785
	Iteration 80F: 3 clusters Score -3789261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3789260.500000 Penalty: 5072.529785
	Iteration 81Q: 3 clusters Score -3789260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3789264.000000 Penalty: 5072.529785
	Iteration 82Q: 3 clusters Score -3789264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3789261.500000 Penalty: 5072.529785
	Iteration 83Q: 3 clusters Score -3789262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3789265.250000 Penalty: 5072.529785
	Iteration 84Q: 3 clusters Score -3789265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3789267.250000 Penalty: 5072.529785
	Iteration 85Q: 3 clusters Score -3789267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3789270.000000 Penalty: 5072.529785
	Iteration 86Q: 3 clusters Score -3789270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3789275.500000 Penalty: 5072.529785
	Iteration 87Q: 3 clusters Score -3789276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3789272.250000 Penalty: 5072.529785
	Iteration 88Q: 3 clusters Score -3789272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3789272.500000 Penalty: 5072.529785
	Iteration 89Q: 3 clusters Score -3789272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3789275.000000 Penalty: 5072.529785
	Iteration 90Q: 3 clusters Score -3789275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3789282.500000 Penalty: 5072.529785
	Iteration 91Q: 3 clusters Score -3789282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3789287.500000 Penalty: 5072.529785
	Iteration 92Q: 3 clusters Score -3789288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3789279.750000 Penalty: 5072.529785
	Iteration 93Q: 3 clusters Score -3789280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3789287.500000 Penalty: 5072.529785
	Iteration 94Q: 3 clusters Score -3789288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3789291.250000 Penalty: 5072.529785
	Iteration 95Q: 3 clusters Score -3789291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3789292.750000 Penalty: 5072.529785
	Iteration 96Q: 3 clusters Score -3789293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3789287.750000 Penalty: 5072.529785
	Iteration 97Q: 3 clusters Score -3789288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3789287.750000 Penalty: 5072.529785
	Iteration 98F: 3 clusters Score -3789288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Entering Unmasked Estep 
Score: -14667057.000000 Penalty: 2874.663574
	Iteration 0F: 2 clusters Score -1.466706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -14594691.000000 Penalty: 5749.327148
	Iteration 0F: 3 clusters Score -1.459469e+07 nChanged 51429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -14624763.000000 Penalty: 5749.327148
	Iteration 1F: 3 clusters Score -1.462476e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -14625868.000000 Penalty: 5749.327148
	Iteration 2Q: 3 clusters Score -1.462587e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -14627589.000000 Penalty: 5749.327148
	Iteration 3Q: 3 clusters Score -1.462759e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -14630214.000000 Penalty: 5749.327148
	Iteration 4F: 3 clusters Score -1.463021e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -14634494.000000 Penalty: 5749.327148
	Iteration 5F: 3 clusters Score -1.463449e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -14641003.000000 Penalty: 5749.327148
	Iteration 6F: 3 clusters Score -1.4641e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -14648178.000000 Penalty: 5749.327148
	Iteration 7F: 3 clusters Score -1.464818e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -14653856.000000 Penalty: 5749.327148
	Iteration 8F: 3 clusters Score -1.465386e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -14656909.000000 Penalty: 5749.327148
	Iteration 9Q: 3 clusters Score -1.465691e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -14658392.000000 Penalty: 5749.327148
	Iteration 10Q: 3 clusters Score -1.465839e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -14659312.000000 Penalty: 5749.327148
	Iteration 11Q: 3 clusters Score -1.465931e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -14659971.000000 Penalty: 5749.327148
	Iteration 12Q: 3 clusters Score -1.465997e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -14660591.000000 Penalty: 5749.327148
	Iteration 13Q: 3 clusters Score -1.466059e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -14661194.000000 Penalty: 5749.327148
	Iteration 14Q: 3 clusters Score -1.466119e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -14661708.000000 Penalty: 5749.327148
	Iteration 15Q: 3 clusters Score -1.466171e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -14662216.000000 Penalty: 5749.327148
	Iteration 16Q: 3 clusters Score -1.466222e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97553 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -14662615.000000 Penalty: 5749.327148
	Iteration 17Q: 3 clusters Score -1.466262e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -14662966.000000 Penalty: 5749.327148
	Iteration 18Q: 3 clusters Score -1.466297e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -14663295.000000 Penalty: 5749.327148
	Iteration 19Q: 3 clusters Score -1.46633e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -14663593.000000 Penalty: 5749.327148
	Iteration 20F: 3 clusters Score -1.466359e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -14663892.000000 Penalty: 5749.327148
	Iteration 21Q: 3 clusters Score -1.466389e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -14664125.000000 Penalty: 5749.327148
	Iteration 22Q: 3 clusters Score -1.466412e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -14664322.000000 Penalty: 5749.327148
	Iteration 23Q: 3 clusters Score -1.466432e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -14664480.000000 Penalty: 5749.327148
	Iteration 24Q: 3 clusters Score -1.466448e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -14664661.000000 Penalty: 5749.327148
	Iteration 25Q: 3 clusters Score -1.466466e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -14664815.000000 Penalty: 5749.327148
	Iteration 26Q: 3 clusters Score -1.466482e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -14664899.000000 Penalty: 5749.327148
	Iteration 27Q: 3 clusters Score -1.46649e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -14664964.000000 Penalty: 5749.327148
	Iteration 28Q: 3 clusters Score -1.466496e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -14665042.000000 Penalty: 5749.327148
	Iteration 29Q: 3 clusters Score -1.466504e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -14665126.000000 Penalty: 5749.327148
	Iteration 30Q: 3 clusters Score -1.466513e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14665183.000000 Penalty: 5749.327148
	Iteration 31Q: 3 clusters Score -1.466518e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104772 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -14665247.000000 Penalty: 5749.327148
	Iteration 32Q: 3 clusters Score -1.466525e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -14665329.000000 Penalty: 5749.327148
	Iteration 33Q: 3 clusters Score -1.466533e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -14665392.000000 Penalty: 5749.327148
	Iteration 34Q: 3 clusters Score -1.466539e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -14665441.000000 Penalty: 5749.327148
	Iteration 35Q: 3 clusters Score -1.466544e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -14665477.000000 Penalty: 5749.327148
	Iteration 36Q: 3 clusters Score -1.466548e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -14665466.000000 Penalty: 5749.327148
	Iteration 37Q: 3 clusters Score -1.466547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -14665484.000000 Penalty: 5749.327148
	Iteration 38Q: 3 clusters Score -1.466548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -14665492.000000 Penalty: 5749.327148
	Iteration 39Q: 3 clusters Score -1.466549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -14665491.000000 Penalty: 5749.327148
	Iteration 40F: 3 clusters Score -1.466549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14665517.000000 Penalty: 5749.327148
	Iteration 41Q: 3 clusters Score -1.466552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14665518.000000 Penalty: 5749.327148
	Iteration 42Q: 3 clusters Score -1.466552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -14665540.000000 Penalty: 5749.327148
	Iteration 43Q: 3 clusters Score -1.466554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -14665547.000000 Penalty: 5749.327148
	Iteration 44Q: 3 clusters Score -1.466555e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14665556.000000 Penalty: 5749.327148
	Iteration 45Q: 3 clusters Score -1.466556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -14665550.000000 Penalty: 5749.327148
	Iteration 46Q: 3 clusters Score -1.466555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -14665567.000000 Penalty: 5749.327148
	Iteration 47Q: 3 clusters Score -1.466557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -14665577.000000 Penalty: 5749.327148
	Iteration 48Q: 3 clusters Score -1.466558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -14665571.000000 Penalty: 5749.327148
	Iteration 49Q: 3 clusters Score -1.466557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -14665565.000000 Penalty: 5749.327148
	Iteration 50Q: 3 clusters Score -1.466556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -14665572.000000 Penalty: 5749.327148
	Iteration 51Q: 3 clusters Score -1.466557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105598 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -14665571.000000 Penalty: 5749.327148
	Iteration 52Q: 3 clusters Score -1.466557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105601 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -14665556.000000 Penalty: 5749.327148
	Iteration 53Q: 3 clusters Score -1.466556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14665563.000000 Penalty: 5749.327148
	Iteration 54Q: 3 clusters Score -1.466556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105613 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -14665558.000000 Penalty: 5749.327148
	Iteration 55Q: 3 clusters Score -1.466556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -14665562.000000 Penalty: 5749.327148
	Iteration 56Q: 3 clusters Score -1.466556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -14665574.000000 Penalty: 5749.327148
	Iteration 57Q: 3 clusters Score -1.466557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14665571.000000 Penalty: 5749.327148
	Iteration 58Q: 3 clusters Score -1.466557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -14665590.000000 Penalty: 5749.327148
	Iteration 59Q: 3 clusters Score -1.466559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -14665578.000000 Penalty: 5749.327148
	Iteration 60F: 3 clusters Score -1.466558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105665 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14665581.000000 Penalty: 5749.327148
	Iteration 61Q: 3 clusters Score -1.466558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -14665572.000000 Penalty: 5749.327148
	Iteration 62Q: 3 clusters Score -1.466557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -14665578.000000 Penalty: 5749.327148
	Iteration 63Q: 3 clusters Score -1.466558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -14665577.000000 Penalty: 5749.327148
	Iteration 64Q: 3 clusters Score -1.466558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105682 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -14665574.000000 Penalty: 5749.327148
	Iteration 65Q: 3 clusters Score -1.466557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -14665564.000000 Penalty: 5749.327148
	Iteration 66Q: 3 clusters Score -1.466556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14665575.000000 Penalty: 5749.327148
	Iteration 67Q: 3 clusters Score -1.466558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -14665580.000000 Penalty: 5749.327148
	Iteration 68Q: 3 clusters Score -1.466558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -14665579.000000 Penalty: 5749.327148
	Iteration 69Q: 3 clusters Score -1.466558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -14665585.000000 Penalty: 5749.327148
	Iteration 70Q: 3 clusters Score -1.466558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14665586.000000 Penalty: 5749.327148
	Iteration 71Q: 3 clusters Score -1.466559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14665582.000000 Penalty: 5749.327148
	Iteration 72Q: 3 clusters Score -1.466558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -14665588.000000 Penalty: 5749.327148
	Iteration 73Q: 3 clusters Score -1.466559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14665589.000000 Penalty: 5749.327148
	Iteration 74Q: 3 clusters Score -1.466559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -14665589.000000 Penalty: 5749.327148
	Iteration 75Q: 3 clusters Score -1.466559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14665585.000000 Penalty: 5749.327148
	Iteration 76Q: 3 clusters Score -1.466558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14665592.000000 Penalty: 5749.327148
	Iteration 77Q: 3 clusters Score -1.466559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14665596.000000 Penalty: 5749.327148
	Iteration 78Q: 3 clusters Score -1.46656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14665597.000000 Penalty: 5749.327148
	Iteration 79Q: 3 clusters Score -1.46656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14665597.000000 Penalty: 5749.327148
	Iteration 80F: 3 clusters Score -1.46656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -503792.187500 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -503792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -500052.750000 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -500052.8 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -500811.656250 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -500811.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -500968.750000 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -500968.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -501055.968750 Penalty: 4082.894287
	Iteration 3Q: 3 clusters Score -501056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -501117.687500 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -501117.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -501155.750000 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -501155.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -501189.781250 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -501189.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -501224.781250 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -501224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -501251.906250 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -501251.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -501270.250000 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -501270.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -501286.875000 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -501286.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -501303.031250 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -501303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -501323.968750 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -501324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -501336.968750 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -501337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -501350.125000 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -501350.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -501359.687500 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -501359.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -501364.312500 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -501364.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -501372.406250 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -501372.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -501380.062500 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -501380.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -501387.562500 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -501387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -501392.750000 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -501392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -501399.375000 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -501399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -501401.437500 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -501401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -501401.843750 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -501401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -501402.562500 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -501402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -501404.406250 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -501404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -501406.906250 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -501406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -501409.531250 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -501409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -501412.843750 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -501412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -501414.468750 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -501414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -501416.843750 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -501416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -501418.593750 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -501418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -501419.875000 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -501419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -501420.906250 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -501420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -501421.312500 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -501421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -501421.312500 Penalty: 4082.894287
	Iteration 35F: 3 clusters Score -501421.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197892 members 
Entering Unmasked Estep 
Score: -26719028.000000 Penalty: 3024.478271
	Iteration 0F: 2 clusters Score -2.671903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -26593360.000000 Penalty: 6048.956543
	Iteration 0F: 3 clusters Score -2.659336e+07 nChanged 94934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -26648482.000000 Penalty: 6048.956543
	Iteration 1F: 3 clusters Score -2.664848e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -26649424.000000 Penalty: 6048.956543
	Iteration 2Q: 3 clusters Score -2.664942e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -26650504.000000 Penalty: 6048.956543
	Iteration 3Q: 3 clusters Score -2.66505e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -26652238.000000 Penalty: 6048.956543
	Iteration 4Q: 3 clusters Score -2.665224e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -26654374.000000 Penalty: 6048.956543
	Iteration 5Q: 3 clusters Score -2.665437e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -26657132.000000 Penalty: 6048.956543
	Iteration 6Q: 3 clusters Score -2.665713e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 109166 members 
Entering Unmasked Estep 
Score: -26660660.000000 Penalty: 6048.956543
	Iteration 7Q: 3 clusters Score -2.666066e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -26666140.000000 Penalty: 6048.956543
	Iteration 8F: 3 clusters Score -2.666614e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -26673516.000000 Penalty: 6048.956543
	Iteration 9F: 3 clusters Score -2.667352e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -26681958.000000 Penalty: 6048.956543
	Iteration 10F: 3 clusters Score -2.668196e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 131731 members 
Entering Unmasked Estep 
Score: -26691344.000000 Penalty: 6048.956543
	Iteration 11F: 3 clusters Score -2.669134e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -26699218.000000 Penalty: 6048.956543
	Iteration 12F: 3 clusters Score -2.669922e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -26704142.000000 Penalty: 6048.956543
	Iteration 13Q: 3 clusters Score -2.670414e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 145387 members 
Entering Unmasked Estep 
Score: -26706694.000000 Penalty: 6048.956543
	Iteration 14Q: 3 clusters Score -2.670669e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -26708286.000000 Penalty: 6048.956543
	Iteration 15Q: 3 clusters Score -2.670829e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -26709692.000000 Penalty: 6048.956543
	Iteration 16Q: 3 clusters Score -2.670969e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -26711154.000000 Penalty: 6048.956543
	Iteration 17Q: 3 clusters Score -2.671115e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -26712496.000000 Penalty: 6048.956543
	Iteration 18Q: 3 clusters Score -2.67125e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -26713596.000000 Penalty: 6048.956543
	Iteration 19Q: 3 clusters Score -2.67136e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -26714676.000000 Penalty: 6048.956543
	Iteration 20F: 3 clusters Score -2.671468e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 166249 members 
Entering Unmasked Estep 
Score: -26715454.000000 Penalty: 6048.956543
	Iteration 21Q: 3 clusters Score -2.671545e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -26716486.000000 Penalty: 6048.956543
	Iteration 22Q: 3 clusters Score -2.671649e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -26717246.000000 Penalty: 6048.956543
	Iteration 23Q: 3 clusters Score -2.671725e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -26717964.000000 Penalty: 6048.956543
	Iteration 24Q: 3 clusters Score -2.671796e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -26718454.000000 Penalty: 6048.956543
	Iteration 25Q: 3 clusters Score -2.671845e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 176623 members 
Entering Unmasked Estep 
Score: -26718756.000000 Penalty: 6048.956543
	Iteration 26Q: 3 clusters Score -2.671876e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -26719002.000000 Penalty: 6048.956543
	Iteration 27Q: 3 clusters Score -2.6719e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 179801 members 
Entering Unmasked Estep 
Score: -26719238.000000 Penalty: 6048.956543
	Iteration 28Q: 3 clusters Score -2.671924e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 181194 members 
Entering Unmasked Estep 
Score: -26719352.000000 Penalty: 6048.956543
	Iteration 29Q: 3 clusters Score -2.671935e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -26719328.000000 Penalty: 6048.956543
	Iteration 30Q: 3 clusters Score -2.671933e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 183565 members 
Entering Unmasked Estep 
Score: -26719318.000000 Penalty: 6048.956543
	Iteration 31Q: 3 clusters Score -2.671932e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 184587 members 
Entering Unmasked Estep 
Score: -26719290.000000 Penalty: 6048.956543
	Iteration 32Q: 3 clusters Score -2.671929e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 185532 members 
Entering Unmasked Estep 
Score: -26719254.000000 Penalty: 6048.956543
	Iteration 33Q: 3 clusters Score -2.671925e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 186363 members 
Entering Unmasked Estep 
Score: -26719128.000000 Penalty: 6048.956543
	Iteration 34Q: 3 clusters Score -2.671913e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 187121 members 
Entering Unmasked Estep 
Score: -26719050.000000 Penalty: 6048.956543
	Iteration 35Q: 3 clusters Score -2.671905e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 187830 members 
Entering Unmasked Estep 
Score: -26718998.000000 Penalty: 6048.956543
	Iteration 36Q: 3 clusters Score -2.6719e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 188456 members 
Entering Unmasked Estep 
Score: -26718874.000000 Penalty: 6048.956543
	Iteration 37Q: 3 clusters Score -2.671887e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 189051 members 
Entering Unmasked Estep 
Score: -26718802.000000 Penalty: 6048.956543
	Iteration 38Q: 3 clusters Score -2.67188e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 189619 members 
Entering Unmasked Estep 
Score: -26718616.000000 Penalty: 6048.956543
	Iteration 39Q: 3 clusters Score -2.671862e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 190154 members 
Entering Unmasked Estep 
Score: -26718492.000000 Penalty: 6048.956543
	Iteration 40F: 3 clusters Score -2.671849e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 190619 members 
Entering Unmasked Estep 
Score: -26718352.000000 Penalty: 6048.956543
	Iteration 41Q: 3 clusters Score -2.671835e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 191076 members 
Entering Unmasked Estep 
Score: -26718220.000000 Penalty: 6048.956543
	Iteration 42Q: 3 clusters Score -2.671822e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 191506 members 
Entering Unmasked Estep 
Score: -26718038.000000 Penalty: 6048.956543
	Iteration 43Q: 3 clusters Score -2.671804e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 191931 members 
Entering Unmasked Estep 
Score: -26717948.000000 Penalty: 6048.956543
	Iteration 44Q: 3 clusters Score -2.671795e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 192324 members 
Entering Unmasked Estep 
Score: -26717878.000000 Penalty: 6048.956543
	Iteration 45Q: 3 clusters Score -2.671788e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 192679 members 
Entering Unmasked Estep 
Score: -26717748.000000 Penalty: 6048.956543
	Iteration 46Q: 3 clusters Score -2.671775e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 192995 members 
Entering Unmasked Estep 
Score: -26717738.000000 Penalty: 6048.956543
	Iteration 47Q: 3 clusters Score -2.671774e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 193305 members 
Entering Unmasked Estep 
Score: -26717668.000000 Penalty: 6048.956543
	Iteration 48Q: 3 clusters Score -2.671767e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 193575 members 
Entering Unmasked Estep 
Score: -26717608.000000 Penalty: 6048.956543
	Iteration 49Q: 3 clusters Score -2.671761e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -26717506.000000 Penalty: 6048.956543
	Iteration 50Q: 3 clusters Score -2.671751e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 194034 members 
Entering Unmasked Estep 
Score: -26717444.000000 Penalty: 6048.956543
	Iteration 51Q: 3 clusters Score -2.671744e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 194252 members 
Entering Unmasked Estep 
Score: -26717356.000000 Penalty: 6048.956543
	Iteration 52Q: 3 clusters Score -2.671736e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -26717320.000000 Penalty: 6048.956543
	Iteration 53Q: 3 clusters Score -2.671732e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 194631 members 
Entering Unmasked Estep 
Score: -26717290.000000 Penalty: 6048.956543
	Iteration 54Q: 3 clusters Score -2.671729e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 194823 members 
Entering Unmasked Estep 
Score: -26717212.000000 Penalty: 6048.956543
	Iteration 55Q: 3 clusters Score -2.671721e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -26717194.000000 Penalty: 6048.956543
	Iteration 56Q: 3 clusters Score -2.671719e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 195202 members 
Entering Unmasked Estep 
Score: -26717158.000000 Penalty: 6048.956543
	Iteration 57Q: 3 clusters Score -2.671716e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 195383 members 
Entering Unmasked Estep 
Score: -26717146.000000 Penalty: 6048.956543
	Iteration 58Q: 3 clusters Score -2.671715e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 195551 members 
Entering Unmasked Estep 
Score: -26717090.000000 Penalty: 6048.956543
	Iteration 59Q: 3 clusters Score -2.671709e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 195721 members 
Entering Unmasked Estep 
Score: -26717074.000000 Penalty: 6048.956543
	Iteration 60F: 3 clusters Score -2.671707e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 195876 members 
Entering Unmasked Estep 
Score: -26717070.000000 Penalty: 6048.956543
	Iteration 61Q: 3 clusters Score -2.671707e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 196009 members 
Entering Unmasked Estep 
Score: -26717078.000000 Penalty: 6048.956543
	Iteration 62Q: 3 clusters Score -2.671708e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 196134 members 
Entering Unmasked Estep 
Score: -26717064.000000 Penalty: 6048.956543
	Iteration 63Q: 3 clusters Score -2.671706e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 196254 members 
Entering Unmasked Estep 
Score: -26717036.000000 Penalty: 6048.956543
	Iteration 64Q: 3 clusters Score -2.671704e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 196371 members 
Entering Unmasked Estep 
Score: -26717024.000000 Penalty: 6048.956543
	Iteration 65Q: 3 clusters Score -2.671702e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 196484 members 
Entering Unmasked Estep 
Score: -26717038.000000 Penalty: 6048.956543
	Iteration 66Q: 3 clusters Score -2.671704e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -26717038.000000 Penalty: 6048.956543
	Iteration 67Q: 3 clusters Score -2.671704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 196668 members 
Entering Unmasked Estep 
Score: -26717028.000000 Penalty: 6048.956543
	Iteration 68Q: 3 clusters Score -2.671703e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 196720 members 
Entering Unmasked Estep 
Score: -26717040.000000 Penalty: 6048.956543
	Iteration 69Q: 3 clusters Score -2.671704e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -26717024.000000 Penalty: 6048.956543
	Iteration 70Q: 3 clusters Score -2.671702e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 196824 members 
Entering Unmasked Estep 
Score: -26717034.000000 Penalty: 6048.956543
	Iteration 71Q: 3 clusters Score -2.671703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 196868 members 
Entering Unmasked Estep 
Score: -26717018.000000 Penalty: 6048.956543
	Iteration 72Q: 3 clusters Score -2.671702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 196900 members 
Entering Unmasked Estep 
Score: -26717038.000000 Penalty: 6048.956543
	Iteration 73Q: 3 clusters Score -2.671704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 196938 members 
Entering Unmasked Estep 
Score: -26717042.000000 Penalty: 6048.956543
	Iteration 74Q: 3 clusters Score -2.671704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 196967 members 
Entering Unmasked Estep 
Score: -26717052.000000 Penalty: 6048.956543
	Iteration 75Q: 3 clusters Score -2.671705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 196997 members 
Entering Unmasked Estep 
Score: -26717040.000000 Penalty: 6048.956543
	Iteration 76Q: 3 clusters Score -2.671704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 197022 members 
Entering Unmasked Estep 
Score: -26717030.000000 Penalty: 6048.956543
	Iteration 77Q: 3 clusters Score -2.671703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 197046 members 
Entering Unmasked Estep 
Score: -26717038.000000 Penalty: 6048.956543
	Iteration 78Q: 3 clusters Score -2.671704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 197061 members 
Entering Unmasked Estep 
Score: -26717050.000000 Penalty: 6048.956543
	Iteration 79Q: 3 clusters Score -2.671705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 197070 members 
Entering Unmasked Estep 
Score: -26717022.000000 Penalty: 6048.956543
	Iteration 80F: 3 clusters Score -2.671702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 197075 members 
Entering Unmasked Estep 
Score: -26717020.000000 Penalty: 6048.956543
	Iteration 81Q: 3 clusters Score -2.671702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 197078 members 
Entering Unmasked Estep 
Score: -26717046.000000 Penalty: 6048.956543
	Iteration 82Q: 3 clusters Score -2.671705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 197084 members 
Entering Unmasked Estep 
Score: -26717046.000000 Penalty: 6048.956543
	Iteration 83Q: 3 clusters Score -2.671705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 197089 members 
Entering Unmasked Estep 
Score: -26717022.000000 Penalty: 6048.956543
	Iteration 84Q: 3 clusters Score -2.671702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 197094 members 
Entering Unmasked Estep 
Score: -26716998.000000 Penalty: 6048.956543
	Iteration 85Q: 3 clusters Score -2.6717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 197099 members 
Entering Unmasked Estep 
Score: -26716998.000000 Penalty: 6048.956543
	Iteration 86Q: 3 clusters Score -2.6717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -26717006.000000 Penalty: 6048.956543
	Iteration 87Q: 3 clusters Score -2.671701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 197113 members 
Entering Unmasked Estep 
Score: -26717006.000000 Penalty: 6048.956543
	Iteration 88Q: 3 clusters Score -2.671701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 197117 members 
Entering Unmasked Estep 
Score: -26716982.000000 Penalty: 6048.956543
	Iteration 89Q: 3 clusters Score -2.671698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 197122 members 
Entering Unmasked Estep 
Score: -26716976.000000 Penalty: 6048.956543
	Iteration 90Q: 3 clusters Score -2.671698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 197127 members 
Entering Unmasked Estep 
Score: -26716984.000000 Penalty: 6048.956543
	Iteration 91Q: 3 clusters Score -2.671698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 197129 members 
Entering Unmasked Estep 
Score: -26716984.000000 Penalty: 6048.956543
	Iteration 92Q: 3 clusters Score -2.671698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 197130 members 
Entering Unmasked Estep 
Score: -26716994.000000 Penalty: 6048.956543
	Iteration 93Q: 3 clusters Score -2.671699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 197131 members 
Entering Unmasked Estep 
Score: -26716986.000000 Penalty: 6048.956543
	Iteration 94Q: 3 clusters Score -2.671699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 197131 members 
Entering Unmasked Estep 
Score: -26716994.000000 Penalty: 6048.956543
	Iteration 95Q: 3 clusters Score -2.671699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 197133 members 
Entering Unmasked Estep 
Score: -26716982.000000 Penalty: 6048.956543
	Iteration 96Q: 3 clusters Score -2.671698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 197135 members 
Entering Unmasked Estep 
Score: -26717006.000000 Penalty: 6048.956543
	Iteration 97Q: 3 clusters Score -2.671701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -26717008.000000 Penalty: 6048.956543
	Iteration 98Q: 3 clusters Score -2.671701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -26717012.000000 Penalty: 6048.956543
	Iteration 99Q: 3 clusters Score -2.671701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -26717012.000000 Penalty: 6048.956543
	Iteration 100F: 3 clusters Score -2.671701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Entering Unmasked Estep 
Score: -22823814.000000 Penalty: 2984.244141
	Iteration 0F: 2 clusters Score -2.282381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -22713570.000000 Penalty: 5968.488281
	Iteration 0F: 3 clusters Score -2.271357e+07 nChanged 80609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -22761266.000000 Penalty: 5968.488281
	Iteration 1F: 3 clusters Score -2.276127e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -22762714.000000 Penalty: 5968.488281
	Iteration 2Q: 3 clusters Score -2.276271e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -22764806.000000 Penalty: 5968.488281
	Iteration 3Q: 3 clusters Score -2.276481e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -22767440.000000 Penalty: 5968.488281
	Iteration 4Q: 3 clusters Score -2.276744e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -22771326.000000 Penalty: 5968.488281
	Iteration 5Q: 3 clusters Score -2.277133e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -22777042.000000 Penalty: 5968.488281
	Iteration 6F: 3 clusters Score -2.277704e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -22784920.000000 Penalty: 5968.488281
	Iteration 7F: 3 clusters Score -2.278492e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133895 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -22793310.000000 Penalty: 5968.488281
	Iteration 8F: 3 clusters Score -2.279331e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142950 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -22801176.000000 Penalty: 5968.488281
	Iteration 9F: 3 clusters Score -2.280118e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -22807364.000000 Penalty: 5968.488281
	Iteration 10Q: 3 clusters Score -2.280736e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -22811742.000000 Penalty: 5968.488281
	Iteration 11Q: 3 clusters Score -2.281174e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -22814810.000000 Penalty: 5968.488281
	Iteration 12Q: 3 clusters Score -2.281481e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -22816868.000000 Penalty: 5968.488281
	Iteration 13Q: 3 clusters Score -2.281687e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -22818272.000000 Penalty: 5968.488281
	Iteration 14Q: 3 clusters Score -2.281827e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -22819280.000000 Penalty: 5968.488281
	Iteration 15Q: 3 clusters Score -2.281928e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -22819994.000000 Penalty: 5968.488281
	Iteration 16Q: 3 clusters Score -2.281999e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22820550.000000 Penalty: 5968.488281
	Iteration 17Q: 3 clusters Score -2.282055e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22820916.000000 Penalty: 5968.488281
	Iteration 18Q: 3 clusters Score -2.282092e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166148 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -22821174.000000 Penalty: 5968.488281
	Iteration 19Q: 3 clusters Score -2.282117e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166333 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22821326.000000 Penalty: 5968.488281
	Iteration 20F: 3 clusters Score -2.282133e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22821418.000000 Penalty: 5968.488281
	Iteration 21Q: 3 clusters Score -2.282142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166563 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22821522.000000 Penalty: 5968.488281
	Iteration 22Q: 3 clusters Score -2.282152e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -22821530.000000 Penalty: 5968.488281
	Iteration 23Q: 3 clusters Score -2.282153e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166685 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -22821574.000000 Penalty: 5968.488281
	Iteration 24Q: 3 clusters Score -2.282157e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22821600.000000 Penalty: 5968.488281
	Iteration 25Q: 3 clusters Score -2.28216e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166782 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22821644.000000 Penalty: 5968.488281
	Iteration 26Q: 3 clusters Score -2.282164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22821656.000000 Penalty: 5968.488281
	Iteration 27Q: 3 clusters Score -2.282166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22821636.000000 Penalty: 5968.488281
	Iteration 28Q: 3 clusters Score -2.282164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22821660.000000 Penalty: 5968.488281
	Iteration 29Q: 3 clusters Score -2.282166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22821684.000000 Penalty: 5968.488281
	Iteration 30Q: 3 clusters Score -2.282168e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -22821704.000000 Penalty: 5968.488281
	Iteration 31Q: 3 clusters Score -2.28217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166900 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22821734.000000 Penalty: 5968.488281
	Iteration 32Q: 3 clusters Score -2.282173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -22821750.000000 Penalty: 5968.488281
	Iteration 33Q: 3 clusters Score -2.282175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166931 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -22821742.000000 Penalty: 5968.488281
	Iteration 34Q: 3 clusters Score -2.282174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166940 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22821758.000000 Penalty: 5968.488281
	Iteration 35Q: 3 clusters Score -2.282176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -22821774.000000 Penalty: 5968.488281
	Iteration 36Q: 3 clusters Score -2.282177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22821782.000000 Penalty: 5968.488281
	Iteration 37Q: 3 clusters Score -2.282178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22821786.000000 Penalty: 5968.488281
	Iteration 38Q: 3 clusters Score -2.282179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166967 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22821784.000000 Penalty: 5968.488281
	Iteration 39Q: 3 clusters Score -2.282178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22821802.000000 Penalty: 5968.488281
	Iteration 40F: 3 clusters Score -2.28218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -22821814.000000 Penalty: 5968.488281
	Iteration 41Q: 3 clusters Score -2.282181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22821816.000000 Penalty: 5968.488281
	Iteration 42Q: 3 clusters Score -2.282182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22821822.000000 Penalty: 5968.488281
	Iteration 43Q: 3 clusters Score -2.282182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166995 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22821816.000000 Penalty: 5968.488281
	Iteration 44Q: 3 clusters Score -2.282182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22821802.000000 Penalty: 5968.488281
	Iteration 45Q: 3 clusters Score -2.28218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22821792.000000 Penalty: 5968.488281
	Iteration 46Q: 3 clusters Score -2.282179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22821804.000000 Penalty: 5968.488281
	Iteration 47Q: 3 clusters Score -2.28218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167013 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22821804.000000 Penalty: 5968.488281
	Iteration 48Q: 3 clusters Score -2.28218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167017 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22821808.000000 Penalty: 5968.488281
	Iteration 49Q: 3 clusters Score -2.282181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167019 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22821812.000000 Penalty: 5968.488281
	Iteration 50Q: 3 clusters Score -2.282181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -22821802.000000 Penalty: 5968.488281
	Iteration 51Q: 3 clusters Score -2.28218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22821816.000000 Penalty: 5968.488281
	Iteration 52Q: 3 clusters Score -2.282182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22821826.000000 Penalty: 5968.488281
	Iteration 53Q: 3 clusters Score -2.282183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22821836.000000 Penalty: 5968.488281
	Iteration 54Q: 3 clusters Score -2.282184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -22821836.000000 Penalty: 5968.488281
	Iteration 55Q: 3 clusters Score -2.282184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22821842.000000 Penalty: 5968.488281
	Iteration 56Q: 3 clusters Score -2.282184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167045 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22821846.000000 Penalty: 5968.488281
	Iteration 57Q: 3 clusters Score -2.282185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22821852.000000 Penalty: 5968.488281
	Iteration 58Q: 3 clusters Score -2.282185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22821854.000000 Penalty: 5968.488281
	Iteration 59Q: 3 clusters Score -2.282185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167052 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22821860.000000 Penalty: 5968.488281
	Iteration 60F: 3 clusters Score -2.282186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -22821864.000000 Penalty: 5968.488281
	Iteration 61Q: 3 clusters Score -2.282186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -22821864.000000 Penalty: 5968.488281
	Iteration 62F: 3 clusters Score -2.282186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1512329.875000 Penalty: 2342.932373
	Iteration 0F: 2 clusters Score -1512330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1503005.000000 Penalty: 4685.864746
	Iteration 0F: 3 clusters Score -1503005 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1506154.000000 Penalty: 4685.864746
	Iteration 1F: 3 clusters Score -1506154 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1506872.750000 Penalty: 4685.864746
	Iteration 2F: 3 clusters Score -1506873 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1507616.625000 Penalty: 4685.864746
	Iteration 3F: 3 clusters Score -1507617 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1508374.125000 Penalty: 4685.864746
	Iteration 4F: 3 clusters Score -1508374 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1508988.375000 Penalty: 4685.864746
	Iteration 5F: 3 clusters Score -1508988 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1509488.000000 Penalty: 4685.864746
	Iteration 6F: 3 clusters Score -1509488 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1509887.625000 Penalty: 4685.864746
	Iteration 7Q: 3 clusters Score -1509888 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1510160.500000 Penalty: 4685.864746
	Iteration 8Q: 3 clusters Score -1510160 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1510367.250000 Penalty: 4685.864746
	Iteration 9Q: 3 clusters Score -1510367 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1510506.500000 Penalty: 4685.864746
	Iteration 10Q: 3 clusters Score -1510506 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1510626.250000 Penalty: 4685.864746
	Iteration 11Q: 3 clusters Score -1510626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1510735.500000 Penalty: 4685.864746
	Iteration 12Q: 3 clusters Score -1510736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1510827.375000 Penalty: 4685.864746
	Iteration 13Q: 3 clusters Score -1510827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1510898.625000 Penalty: 4685.864746
	Iteration 14Q: 3 clusters Score -1510899 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1510935.750000 Penalty: 4685.864746
	Iteration 15Q: 3 clusters Score -1510936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1510963.750000 Penalty: 4685.864746
	Iteration 16Q: 3 clusters Score -1510964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1510982.500000 Penalty: 4685.864746
	Iteration 17Q: 3 clusters Score -1510982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1511005.500000 Penalty: 4685.864746
	Iteration 18Q: 3 clusters Score -1511006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1511015.500000 Penalty: 4685.864746
	Iteration 19Q: 3 clusters Score -1511016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1511022.000000 Penalty: 4685.864746
	Iteration 20F: 3 clusters Score -1511022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1511037.000000 Penalty: 4685.864746
	Iteration 21Q: 3 clusters Score -1511037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1511043.250000 Penalty: 4685.864746
	Iteration 22Q: 3 clusters Score -1511043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1511056.750000 Penalty: 4685.864746
	Iteration 23Q: 3 clusters Score -1511057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1511066.625000 Penalty: 4685.864746
	Iteration 24Q: 3 clusters Score -1511067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1511072.875000 Penalty: 4685.864746
	Iteration 25Q: 3 clusters Score -1511073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1511079.125000 Penalty: 4685.864746
	Iteration 26Q: 3 clusters Score -1511079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1511088.500000 Penalty: 4685.864746
	Iteration 27Q: 3 clusters Score -1511088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1511096.500000 Penalty: 4685.864746
	Iteration 28Q: 3 clusters Score -1511096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1511098.375000 Penalty: 4685.864746
	Iteration 29Q: 3 clusters Score -1511098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1511111.375000 Penalty: 4685.864746
	Iteration 30Q: 3 clusters Score -1511111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1511116.875000 Penalty: 4685.864746
	Iteration 31Q: 3 clusters Score -1511117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1511123.000000 Penalty: 4685.864746
	Iteration 32Q: 3 clusters Score -1511123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1511125.125000 Penalty: 4685.864746
	Iteration 33Q: 3 clusters Score -1511125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1511126.125000 Penalty: 4685.864746
	Iteration 34Q: 3 clusters Score -1511126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1511135.375000 Penalty: 4685.864746
	Iteration 35Q: 3 clusters Score -1511135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1511142.000000 Penalty: 4685.864746
	Iteration 36Q: 3 clusters Score -1511142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1511141.750000 Penalty: 4685.864746
	Iteration 37Q: 3 clusters Score -1511142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1511142.875000 Penalty: 4685.864746
	Iteration 38Q: 3 clusters Score -1511143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1511143.875000 Penalty: 4685.864746
	Iteration 39Q: 3 clusters Score -1511144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1511149.750000 Penalty: 4685.864746
	Iteration 40F: 3 clusters Score -1511150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1511152.250000 Penalty: 4685.864746
	Iteration 41Q: 3 clusters Score -1511152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1511153.500000 Penalty: 4685.864746
	Iteration 42Q: 3 clusters Score -1511154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1511156.000000 Penalty: 4685.864746
	Iteration 43Q: 3 clusters Score -1511156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1511158.000000 Penalty: 4685.864746
	Iteration 44Q: 3 clusters Score -1511158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1511159.625000 Penalty: 4685.864746
	Iteration 45Q: 3 clusters Score -1511160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1511158.750000 Penalty: 4685.864746
	Iteration 46Q: 3 clusters Score -1511159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1511158.125000 Penalty: 4685.864746
	Iteration 47Q: 3 clusters Score -1511158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1511157.125000 Penalty: 4685.864746
	Iteration 48Q: 3 clusters Score -1511157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1511158.000000 Penalty: 4685.864746
	Iteration 49Q: 3 clusters Score -1511158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1511159.375000 Penalty: 4685.864746
	Iteration 50Q: 3 clusters Score -1511159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1511156.000000 Penalty: 4685.864746
	Iteration 51Q: 3 clusters Score -1511156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1511160.375000 Penalty: 4685.864746
	Iteration 52Q: 3 clusters Score -1511160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1511160.750000 Penalty: 4685.864746
	Iteration 53Q: 3 clusters Score -1511161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1511158.125000 Penalty: 4685.864746
	Iteration 54Q: 3 clusters Score -1511158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1511160.000000 Penalty: 4685.864746
	Iteration 55Q: 3 clusters Score -1511160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1511160.750000 Penalty: 4685.864746
	Iteration 56Q: 3 clusters Score -1511161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1511161.375000 Penalty: 4685.864746
	Iteration 57Q: 3 clusters Score -1511161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1511163.625000 Penalty: 4685.864746
	Iteration 58Q: 3 clusters Score -1511164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1511162.500000 Penalty: 4685.864746
	Iteration 59Q: 3 clusters Score -1511162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1511164.375000 Penalty: 4685.864746
	Iteration 60F: 3 clusters Score -1511164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1511165.125000 Penalty: 4685.864746
	Iteration 61Q: 3 clusters Score -1511165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1511162.625000 Penalty: 4685.864746
	Iteration 62Q: 3 clusters Score -1511163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1511165.750000 Penalty: 4685.864746
	Iteration 63Q: 3 clusters Score -1511166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1511164.000000 Penalty: 4685.864746
	Iteration 64Q: 3 clusters Score -1511164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1511166.125000 Penalty: 4685.864746
	Iteration 65Q: 3 clusters Score -1511166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1511165.625000 Penalty: 4685.864746
	Iteration 66Q: 3 clusters Score -1511166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1511165.375000 Penalty: 4685.864746
	Iteration 67Q: 3 clusters Score -1511165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1511164.250000 Penalty: 4685.864746
	Iteration 68Q: 3 clusters Score -1511164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1511165.875000 Penalty: 4685.864746
	Iteration 69Q: 3 clusters Score -1511166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1511166.375000 Penalty: 4685.864746
	Iteration 70Q: 3 clusters Score -1511166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1511167.500000 Penalty: 4685.864746
	Iteration 71Q: 3 clusters Score -1511168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1511167.250000 Penalty: 4685.864746
	Iteration 72Q: 3 clusters Score -1511167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1511165.500000 Penalty: 4685.864746
	Iteration 73Q: 3 clusters Score -1511166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1511167.250000 Penalty: 4685.864746
	Iteration 74Q: 3 clusters Score -1511167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1511167.250000 Penalty: 4685.864746
	Iteration 75F: 3 clusters Score -1511167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Entering Unmasked Estep 
Score: -2410727.500000 Penalty: 2441.470703
	Iteration 0F: 2 clusters Score -2410728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2397420.500000 Penalty: 4882.941406
	Iteration 0F: 3 clusters Score -2397420 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2401877.750000 Penalty: 4882.941406
	Iteration 1F: 3 clusters Score -2401878 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2402308.750000 Penalty: 4882.941406
	Iteration 2F: 3 clusters Score -2402309 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2402736.000000 Penalty: 4882.941406
	Iteration 3F: 3 clusters Score -2402736 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2403243.750000 Penalty: 4882.941406
	Iteration 4F: 3 clusters Score -2403244 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2403899.250000 Penalty: 4882.941406
	Iteration 5F: 3 clusters Score -2403899 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2404638.500000 Penalty: 4882.941406
	Iteration 6F: 3 clusters Score -2404638 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2405463.750000 Penalty: 4882.941406
	Iteration 7F: 3 clusters Score -2405464 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2406329.250000 Penalty: 4882.941406
	Iteration 8F: 3 clusters Score -2406329 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2407071.000000 Penalty: 4882.941406
	Iteration 9Q: 3 clusters Score -2407071 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2407612.500000 Penalty: 4882.941406
	Iteration 10Q: 3 clusters Score -2407612 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2408021.750000 Penalty: 4882.941406
	Iteration 11Q: 3 clusters Score -2408022 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2408353.000000 Penalty: 4882.941406
	Iteration 12Q: 3 clusters Score -2408353 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2408599.500000 Penalty: 4882.941406
	Iteration 13Q: 3 clusters Score -2408600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2408769.250000 Penalty: 4882.941406
	Iteration 14Q: 3 clusters Score -2408769 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2408894.250000 Penalty: 4882.941406
	Iteration 15Q: 3 clusters Score -2408894 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2408978.500000 Penalty: 4882.941406
	Iteration 16Q: 3 clusters Score -2408978 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2409039.750000 Penalty: 4882.941406
	Iteration 17Q: 3 clusters Score -2409040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2409080.250000 Penalty: 4882.941406
	Iteration 18Q: 3 clusters Score -2409080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2409115.000000 Penalty: 4882.941406
	Iteration 19Q: 3 clusters Score -2409115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2409132.000000 Penalty: 4882.941406
	Iteration 20F: 3 clusters Score -2409132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2409142.750000 Penalty: 4882.941406
	Iteration 21Q: 3 clusters Score -2409143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2409157.750000 Penalty: 4882.941406
	Iteration 22Q: 3 clusters Score -2409158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2409161.250000 Penalty: 4882.941406
	Iteration 23Q: 3 clusters Score -2409161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2409172.500000 Penalty: 4882.941406
	Iteration 24Q: 3 clusters Score -2409172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2409175.000000 Penalty: 4882.941406
	Iteration 25Q: 3 clusters Score -2409175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2409178.250000 Penalty: 4882.941406
	Iteration 26Q: 3 clusters Score -2409178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2409185.750000 Penalty: 4882.941406
	Iteration 27Q: 3 clusters Score -2409186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2409186.000000 Penalty: 4882.941406
	Iteration 28Q: 3 clusters Score -2409186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2409186.750000 Penalty: 4882.941406
	Iteration 29Q: 3 clusters Score -2409187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2409195.000000 Penalty: 4882.941406
	Iteration 30Q: 3 clusters Score -2409195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2409194.750000 Penalty: 4882.941406
	Iteration 31Q: 3 clusters Score -2409195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2409200.500000 Penalty: 4882.941406
	Iteration 32Q: 3 clusters Score -2409200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2409201.500000 Penalty: 4882.941406
	Iteration 33Q: 3 clusters Score -2409202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2409205.750000 Penalty: 4882.941406
	Iteration 34Q: 3 clusters Score -2409206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2409203.250000 Penalty: 4882.941406
	Iteration 35Q: 3 clusters Score -2409203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2409206.000000 Penalty: 4882.941406
	Iteration 36Q: 3 clusters Score -2409206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2409206.000000 Penalty: 4882.941406
	Iteration 37F: 3 clusters Score -2409206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -241181.265625 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -241181.3 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 963 members 
Entering Unmasked Estep 
Score: -238636.625000 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -238636.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239139.703125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -239139.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239281.703125 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -239281.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -239387.687500 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -239387.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -239464.750000 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -239464.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -239542.015625 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -239542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -239630.859375 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -239630.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -239730.156250 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -239730.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -239834.781250 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -239834.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -239913.218750 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -239913.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -239966.640625 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -239966.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -240005.671875 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -240005.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -240040.296875 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -240040.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -240085.468750 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -240085.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -240118.359375 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -240118.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -240137.562500 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -240137.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -240152.984375 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -240153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -240169.218750 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -240169.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -240179.562500 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -240179.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -240186.640625 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -240186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -240192.890625 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -240192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -240198.359375 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -240198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -240200.921875 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -240200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -240203.875000 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -240203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -240204.312500 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -240204.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -240205.906250 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -240205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -240211.765625 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -240211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -240216.734375 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -240216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -240224.968750 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -240225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -240236.437500 Penalty: 3749.800049
	Iteration 29Q: 3 clusters Score -240236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -240242.406250 Penalty: 3749.800049
	Iteration 30Q: 3 clusters Score -240242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -240245.984375 Penalty: 3749.800049
	Iteration 31Q: 3 clusters Score -240246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -240251.281250 Penalty: 3749.800049
	Iteration 32Q: 3 clusters Score -240251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -240258.906250 Penalty: 3749.800049
	Iteration 33Q: 3 clusters Score -240258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -240261.625000 Penalty: 3749.800049
	Iteration 34Q: 3 clusters Score -240261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -240262.125000 Penalty: 3749.800049
	Iteration 35Q: 3 clusters Score -240262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -240262.562500 Penalty: 3749.800049
	Iteration 36Q: 3 clusters Score -240262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -240262.562500 Penalty: 3749.800049
	Iteration 37F: 3 clusters Score -240262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -97960.445312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -97960.45 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 442 members 
Entering Unmasked Estep 
Score: -96232.148438 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -96232.15 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96846.757812 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -96846.76 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97289.304688 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -97289.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97656.195312 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -97656.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98142.046875 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -98142.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98626.281250 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -98626.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98950.789062 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -98950.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99135.617188 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -99135.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99253.328125 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -99253.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99254.078125 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -99254.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99254.078125 Penalty: 3347.384766
	Iteration 10F: 3 clusters Score -99254.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69318 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108162 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197892 members 
Mstep: Class 10 contains 168256 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 169100 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -126441136.000000 Penalty: 78551.085938
Splitting cluster 14 changes total score from -126441536.000000 to -126441136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (169100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Entering Unmasked Estep 
Score: -22852096.000000 Penalty: 2985.484863
	Iteration 0F: 2 clusters Score -2.28521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -22741038.000000 Penalty: 5970.969727
	Iteration 0F: 3 clusters Score -2.274104e+07 nChanged 81138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 82940 members 
Entering Unmasked Estep 
Score: -22788180.000000 Penalty: 5970.969727
	Iteration 1F: 3 clusters Score -2.278818e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -22788976.000000 Penalty: 5970.969727
	Iteration 2Q: 3 clusters Score -2.278898e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -22789872.000000 Penalty: 5970.969727
	Iteration 3Q: 3 clusters Score -2.278987e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -22791056.000000 Penalty: 5970.969727
	Iteration 4Q: 3 clusters Score -2.279106e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -22792930.000000 Penalty: 5970.969727
	Iteration 5Q: 3 clusters Score -2.279293e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -22795706.000000 Penalty: 5970.969727
	Iteration 6Q: 3 clusters Score -2.279571e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -22801048.000000 Penalty: 5970.969727
	Iteration 7F: 3 clusters Score -2.280105e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -22809892.000000 Penalty: 5970.969727
	Iteration 8F: 3 clusters Score -2.280989e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -22822076.000000 Penalty: 5970.969727
	Iteration 9F: 3 clusters Score -2.282208e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149330 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -22834686.000000 Penalty: 5970.969727
	Iteration 10F: 3 clusters Score -2.283469e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -22843160.000000 Penalty: 5970.969727
	Iteration 11F: 3 clusters Score -2.284316e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162653 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -22847346.000000 Penalty: 5970.969727
	Iteration 12Q: 3 clusters Score -2.284735e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164824 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -22849044.000000 Penalty: 5970.969727
	Iteration 13Q: 3 clusters Score -2.284904e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -22849692.000000 Penalty: 5970.969727
	Iteration 14Q: 3 clusters Score -2.284969e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -22850022.000000 Penalty: 5970.969727
	Iteration 15Q: 3 clusters Score -2.285002e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22850170.000000 Penalty: 5970.969727
	Iteration 16Q: 3 clusters Score -2.285017e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -22850286.000000 Penalty: 5970.969727
	Iteration 17Q: 3 clusters Score -2.285029e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167221 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -22850304.000000 Penalty: 5970.969727
	Iteration 18Q: 3 clusters Score -2.28503e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -22850280.000000 Penalty: 5970.969727
	Iteration 19Q: 3 clusters Score -2.285028e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22850288.000000 Penalty: 5970.969727
	Iteration 20F: 3 clusters Score -2.285029e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22850300.000000 Penalty: 5970.969727
	Iteration 21Q: 3 clusters Score -2.28503e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167640 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22850346.000000 Penalty: 5970.969727
	Iteration 22Q: 3 clusters Score -2.285035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167695 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22850416.000000 Penalty: 5970.969727
	Iteration 23Q: 3 clusters Score -2.285042e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22850456.000000 Penalty: 5970.969727
	Iteration 24Q: 3 clusters Score -2.285046e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -22850480.000000 Penalty: 5970.969727
	Iteration 25Q: 3 clusters Score -2.285048e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22850476.000000 Penalty: 5970.969727
	Iteration 26Q: 3 clusters Score -2.285048e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167829 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22850524.000000 Penalty: 5970.969727
	Iteration 27Q: 3 clusters Score -2.285052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22850532.000000 Penalty: 5970.969727
	Iteration 28Q: 3 clusters Score -2.285053e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22850542.000000 Penalty: 5970.969727
	Iteration 29Q: 3 clusters Score -2.285054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167850 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22850570.000000 Penalty: 5970.969727
	Iteration 30Q: 3 clusters Score -2.285057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -22850566.000000 Penalty: 5970.969727
	Iteration 31Q: 3 clusters Score -2.285057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -22850576.000000 Penalty: 5970.969727
	Iteration 32Q: 3 clusters Score -2.285058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167840 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22850570.000000 Penalty: 5970.969727
	Iteration 33Q: 3 clusters Score -2.285057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167834 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22850588.000000 Penalty: 5970.969727
	Iteration 34Q: 3 clusters Score -2.285059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167833 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22850620.000000 Penalty: 5970.969727
	Iteration 35Q: 3 clusters Score -2.285062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22850638.000000 Penalty: 5970.969727
	Iteration 36Q: 3 clusters Score -2.285064e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22850616.000000 Penalty: 5970.969727
	Iteration 37Q: 3 clusters Score -2.285062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22850630.000000 Penalty: 5970.969727
	Iteration 38Q: 3 clusters Score -2.285063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22850652.000000 Penalty: 5970.969727
	Iteration 39Q: 3 clusters Score -2.285065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167802 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22850660.000000 Penalty: 5970.969727
	Iteration 40F: 3 clusters Score -2.285066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167800 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22850656.000000 Penalty: 5970.969727
	Iteration 41Q: 3 clusters Score -2.285066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22850676.000000 Penalty: 5970.969727
	Iteration 42Q: 3 clusters Score -2.285068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167800 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22850690.000000 Penalty: 5970.969727
	Iteration 43Q: 3 clusters Score -2.285069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22850696.000000 Penalty: 5970.969727
	Iteration 44Q: 3 clusters Score -2.28507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22850716.000000 Penalty: 5970.969727
	Iteration 45Q: 3 clusters Score -2.285072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -22850724.000000 Penalty: 5970.969727
	Iteration 46Q: 3 clusters Score -2.285072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22850740.000000 Penalty: 5970.969727
	Iteration 47Q: 3 clusters Score -2.285074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22850740.000000 Penalty: 5970.969727
	Iteration 48Q: 3 clusters Score -2.285074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22850756.000000 Penalty: 5970.969727
	Iteration 49Q: 3 clusters Score -2.285076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22850778.000000 Penalty: 5970.969727
	Iteration 50Q: 3 clusters Score -2.285078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22850766.000000 Penalty: 5970.969727
	Iteration 51Q: 3 clusters Score -2.285077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22850780.000000 Penalty: 5970.969727
	Iteration 52Q: 3 clusters Score -2.285078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22850792.000000 Penalty: 5970.969727
	Iteration 53Q: 3 clusters Score -2.285079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22850798.000000 Penalty: 5970.969727
	Iteration 54Q: 3 clusters Score -2.28508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22850806.000000 Penalty: 5970.969727
	Iteration 55Q: 3 clusters Score -2.285081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22850784.000000 Penalty: 5970.969727
	Iteration 56Q: 3 clusters Score -2.285078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22850806.000000 Penalty: 5970.969727
	Iteration 57Q: 3 clusters Score -2.285081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22850816.000000 Penalty: 5970.969727
	Iteration 58Q: 3 clusters Score -2.285082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22850810.000000 Penalty: 5970.969727
	Iteration 59Q: 3 clusters Score -2.285081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22850810.000000 Penalty: 5970.969727
	Iteration 60F: 3 clusters Score -2.285081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -22850790.000000 Penalty: 5970.969727
	Iteration 61Q: 3 clusters Score -2.285079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22850796.000000 Penalty: 5970.969727
	Iteration 62Q: 3 clusters Score -2.28508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22850794.000000 Penalty: 5970.969727
	Iteration 63Q: 3 clusters Score -2.285079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22850794.000000 Penalty: 5970.969727
	Iteration 64F: 3 clusters Score -2.285079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Entering Unmasked Estep 
Score: -2818269.750000 Penalty: 2477.038330
	Iteration 0F: 2 clusters Score -2818270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2803018.250000 Penalty: 4954.076660
	Iteration 0F: 3 clusters Score -2803018 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2808192.250000 Penalty: 4954.076660
	Iteration 1F: 3 clusters Score -2808192 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2808577.000000 Penalty: 4954.076660
	Iteration 2F: 3 clusters Score -2808577 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2808906.250000 Penalty: 4954.076660
	Iteration 3Q: 3 clusters Score -2808906 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2809300.500000 Penalty: 4954.076660
	Iteration 4Q: 3 clusters Score -2809300 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2809779.250000 Penalty: 4954.076660
	Iteration 5Q: 3 clusters Score -2809779 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2810270.000000 Penalty: 4954.076660
	Iteration 6Q: 3 clusters Score -2810270 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2810757.750000 Penalty: 4954.076660
	Iteration 7Q: 3 clusters Score -2810758 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2811254.250000 Penalty: 4954.076660
	Iteration 8Q: 3 clusters Score -2811254 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2811714.500000 Penalty: 4954.076660
	Iteration 9Q: 3 clusters Score -2811714 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2812178.250000 Penalty: 4954.076660
	Iteration 10Q: 3 clusters Score -2812178 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2812655.500000 Penalty: 4954.076660
	Iteration 11Q: 3 clusters Score -2812656 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2813178.500000 Penalty: 4954.076660
	Iteration 12Q: 3 clusters Score -2813178 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2813717.000000 Penalty: 4954.076660
	Iteration 13Q: 3 clusters Score -2813717 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2814271.000000 Penalty: 4954.076660
	Iteration 14Q: 3 clusters Score -2814271 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2814848.000000 Penalty: 4954.076660
	Iteration 15Q: 3 clusters Score -2814848 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2815369.250000 Penalty: 4954.076660
	Iteration 16Q: 3 clusters Score -2815369 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2815842.000000 Penalty: 4954.076660
	Iteration 17Q: 3 clusters Score -2815842 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2816122.500000 Penalty: 4954.076660
	Iteration 18Q: 3 clusters Score -2816122 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2816327.500000 Penalty: 4954.076660
	Iteration 19Q: 3 clusters Score -2816328 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2816477.250000 Penalty: 4954.076660
	Iteration 20F: 3 clusters Score -2816477 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2816570.000000 Penalty: 4954.076660
	Iteration 21Q: 3 clusters Score -2816570 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2816656.250000 Penalty: 4954.076660
	Iteration 22Q: 3 clusters Score -2816656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2816722.750000 Penalty: 4954.076660
	Iteration 23Q: 3 clusters Score -2816723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2816768.750000 Penalty: 4954.076660
	Iteration 24Q: 3 clusters Score -2816769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2816809.500000 Penalty: 4954.076660
	Iteration 25Q: 3 clusters Score -2816810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2816838.750000 Penalty: 4954.076660
	Iteration 26Q: 3 clusters Score -2816839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2816848.750000 Penalty: 4954.076660
	Iteration 27Q: 3 clusters Score -2816849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2816861.000000 Penalty: 4954.076660
	Iteration 28Q: 3 clusters Score -2816861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2816877.250000 Penalty: 4954.076660
	Iteration 29Q: 3 clusters Score -2816877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2816889.250000 Penalty: 4954.076660
	Iteration 30Q: 3 clusters Score -2816889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2816900.500000 Penalty: 4954.076660
	Iteration 31Q: 3 clusters Score -2816900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2816904.250000 Penalty: 4954.076660
	Iteration 32Q: 3 clusters Score -2816904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2816907.000000 Penalty: 4954.076660
	Iteration 33Q: 3 clusters Score -2816907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2816912.000000 Penalty: 4954.076660
	Iteration 34Q: 3 clusters Score -2816912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2816915.750000 Penalty: 4954.076660
	Iteration 35Q: 3 clusters Score -2816916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2816915.250000 Penalty: 4954.076660
	Iteration 36Q: 3 clusters Score -2816915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2816917.250000 Penalty: 4954.076660
	Iteration 37Q: 3 clusters Score -2816917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2816925.250000 Penalty: 4954.076660
	Iteration 38Q: 3 clusters Score -2816925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2816920.000000 Penalty: 4954.076660
	Iteration 39Q: 3 clusters Score -2816920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2816917.750000 Penalty: 4954.076660
	Iteration 40F: 3 clusters Score -2816918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2816916.750000 Penalty: 4954.076660
	Iteration 41Q: 3 clusters Score -2816917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2816921.000000 Penalty: 4954.076660
	Iteration 42Q: 3 clusters Score -2816921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2816923.750000 Penalty: 4954.076660
	Iteration 43Q: 3 clusters Score -2816924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2816922.500000 Penalty: 4954.076660
	Iteration 44Q: 3 clusters Score -2816922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2816927.750000 Penalty: 4954.076660
	Iteration 45Q: 3 clusters Score -2816928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2816927.000000 Penalty: 4954.076660
	Iteration 46Q: 3 clusters Score -2816927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2816926.750000 Penalty: 4954.076660
	Iteration 47Q: 3 clusters Score -2816927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2816928.250000 Penalty: 4954.076660
	Iteration 48Q: 3 clusters Score -2816928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2816931.750000 Penalty: 4954.076660
	Iteration 49Q: 3 clusters Score -2816932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2816930.250000 Penalty: 4954.076660
	Iteration 50Q: 3 clusters Score -2816930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2816930.500000 Penalty: 4954.076660
	Iteration 51Q: 3 clusters Score -2816930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2816933.000000 Penalty: 4954.076660
	Iteration 52Q: 3 clusters Score -2816933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2816931.000000 Penalty: 4954.076660
	Iteration 53Q: 3 clusters Score -2816931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2816931.500000 Penalty: 4954.076660
	Iteration 54Q: 3 clusters Score -2816932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2816934.500000 Penalty: 4954.076660
	Iteration 55Q: 3 clusters Score -2816934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2816934.250000 Penalty: 4954.076660
	Iteration 56Q: 3 clusters Score -2816934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2816936.000000 Penalty: 4954.076660
	Iteration 57Q: 3 clusters Score -2816936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2816936.250000 Penalty: 4954.076660
	Iteration 58Q: 3 clusters Score -2816936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2816936.250000 Penalty: 4954.076660
	Iteration 59F: 3 clusters Score -2816936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -730445.375000 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -730445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -725749.812500 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -725749.8 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -726809.187500 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -726809.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -726970.250000 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -726970.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -727082.875000 Penalty: 4261.228516
	Iteration 3Q: 3 clusters Score -727082.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -727182.937500 Penalty: 4261.228516
	Iteration 4Q: 3 clusters Score -727182.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -727255.375000 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -727255.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -727312.187500 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -727312.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -727356.187500 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -727356.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -727391.000000 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -727391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -727411.812500 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -727411.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -727433.000000 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -727433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -727451.750000 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -727451.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -727471.750000 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -727471.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -727484.875000 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -727484.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -727495.625000 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -727495.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -727503.000000 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -727503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -727512.812500 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -727512.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -727525.375000 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -727525.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -727530.812500 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -727530.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -727537.125000 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -727537.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -727543.875000 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -727543.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -727548.562500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -727548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -727553.625000 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -727553.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -727555.250000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -727555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -727559.000000 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -727559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -727559.250000 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -727559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -727558.937500 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -727558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -727561.750000 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -727561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -727562.500000 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -727562.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -727564.125000 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -727564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -727566.062500 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -727566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -727566.187500 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -727566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -727566.125000 Penalty: 4261.228516
	Iteration 32Q: 3 clusters Score -727566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -727566.375000 Penalty: 4261.228516
	Iteration 33Q: 3 clusters Score -727566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -727566.687500 Penalty: 4261.228516
	Iteration 34Q: 3 clusters Score -727566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -727566.687500 Penalty: 4261.228516
	Iteration 35F: 3 clusters Score -727566.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -44390.417969 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -44390.42 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 190 members 
Entering Unmasked Estep 
Score: -43025.031250 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -43025.03 nChanged 38
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: -43120.500000 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -43120.5 nChanged 12
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: -43154.113281 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -43154.11 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: -43175.441406 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -43175.44 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: -43180.468750 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -43180.47 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: -43185.925781 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -43185.93 nChanged 0
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: -43185.925781 Penalty: 2904.115723
	Iteration 6F: 3 clusters Score -43185.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Entering Unmasked Estep 
Score: -3107224.750000 Penalty: 2486.692871
	Iteration 0F: 2 clusters Score -3107225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3091478.750000 Penalty: 4973.385742
	Iteration 0F: 3 clusters Score -3091479 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3096870.250000 Penalty: 4973.385742
	Iteration 1F: 3 clusters Score -3096870 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3097220.250000 Penalty: 4973.385742
	Iteration 2F: 3 clusters Score -3097220 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3097436.500000 Penalty: 4973.385742
	Iteration 3Q: 3 clusters Score -3097436 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3097618.500000 Penalty: 4973.385742
	Iteration 4Q: 3 clusters Score -3097618 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3097786.000000 Penalty: 4973.385742
	Iteration 5Q: 3 clusters Score -3097786 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3097967.000000 Penalty: 4973.385742
	Iteration 6Q: 3 clusters Score -3097967 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3098198.000000 Penalty: 4973.385742
	Iteration 7Q: 3 clusters Score -3098198 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3098506.500000 Penalty: 4973.385742
	Iteration 8Q: 3 clusters Score -3098506 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3098946.500000 Penalty: 4973.385742
	Iteration 9Q: 3 clusters Score -3098946 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3099609.750000 Penalty: 4973.385742
	Iteration 10Q: 3 clusters Score -3099610 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3100590.500000 Penalty: 4973.385742
	Iteration 11F: 3 clusters Score -3100590 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3101845.500000 Penalty: 4973.385742
	Iteration 12F: 3 clusters Score -3101846 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3102982.750000 Penalty: 4973.385742
	Iteration 13F: 3 clusters Score -3102983 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3103868.750000 Penalty: 4973.385742
	Iteration 14Q: 3 clusters Score -3103869 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3104404.750000 Penalty: 4973.385742
	Iteration 15Q: 3 clusters Score -3104405 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3104687.750000 Penalty: 4973.385742
	Iteration 16Q: 3 clusters Score -3104688 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3104843.000000 Penalty: 4973.385742
	Iteration 17Q: 3 clusters Score -3104843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3104941.000000 Penalty: 4973.385742
	Iteration 18Q: 3 clusters Score -3104941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3104986.500000 Penalty: 4973.385742
	Iteration 19Q: 3 clusters Score -3104986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3105023.750000 Penalty: 4973.385742
	Iteration 20F: 3 clusters Score -3105024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3105033.000000 Penalty: 4973.385742
	Iteration 21Q: 3 clusters Score -3105033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3105039.000000 Penalty: 4973.385742
	Iteration 22Q: 3 clusters Score -3105039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3105040.000000 Penalty: 4973.385742
	Iteration 23Q: 3 clusters Score -3105040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3105047.250000 Penalty: 4973.385742
	Iteration 24Q: 3 clusters Score -3105047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3105048.500000 Penalty: 4973.385742
	Iteration 25Q: 3 clusters Score -3105048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3105049.250000 Penalty: 4973.385742
	Iteration 26Q: 3 clusters Score -3105049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3105052.000000 Penalty: 4973.385742
	Iteration 27Q: 3 clusters Score -3105052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3105055.500000 Penalty: 4973.385742
	Iteration 28Q: 3 clusters Score -3105056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3105055.500000 Penalty: 4973.385742
	Iteration 29Q: 3 clusters Score -3105056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3105055.500000 Penalty: 4973.385742
	Iteration 30F: 3 clusters Score -3105056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24234.732422 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24234.73 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 119 members 
Entering Unmasked Estep 
Score: -23145.419922 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23145.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23392.052734 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23392.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23554.464844 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -23554.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23733.894531 Penalty: 2761.898926
	Iteration 3F: 3 clusters Score -23733.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23861.394531 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -23861.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23979.128906 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -23979.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24084.742188 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -24084.74 nChanged 5
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: -24301.232422 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -24301.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24349.998047 Penalty: 2761.898926
	Iteration 8Q: 3 clusters Score -24350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24361.011719 Penalty: 2761.898926
	Iteration 9Q: 3 clusters Score -24361.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24365.537109 Penalty: 2761.898926
	Iteration 10Q: 3 clusters Score -24365.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24365.537109 Penalty: 2761.898926
	Iteration 11F: 3 clusters Score -24365.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69318 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108162 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197892 members 
Mstep: Class 10 contains 168256 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169100 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 139 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 123 members 
Entering Unmasked Estep 
Score: -126439672.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126441536.000000 to -126439672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -130136.390625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -130136.4 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 578 members 
Entering Unmasked Estep 
Score: -128161.515625 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -128161.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128796.914062 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -128796.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -129281.757812 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -129281.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129755.718750 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -129755.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130150.773438 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -130150.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130576.625000 Penalty: 3487.305420
	Iteration 5F: 3 clusters Score -130576.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130736.343750 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -130736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130809.429688 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -130809.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -130855.406250 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -130855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130879.867188 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -130879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130907.718750 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -130907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -130940.398438 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -130940.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131014.875000 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -131014.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131069.757812 Penalty: 3487.305420
	Iteration 13Q: 3 clusters Score -131069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131128.281250 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -131128.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131166.187500 Penalty: 3487.305420
	Iteration 15Q: 3 clusters Score -131166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131182.171875 Penalty: 3487.305420
	Iteration 16Q: 3 clusters Score -131182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131192.468750 Penalty: 3487.305420
	Iteration 17Q: 3 clusters Score -131192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131204.468750 Penalty: 3487.305420
	Iteration 18Q: 3 clusters Score -131204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131209.375000 Penalty: 3487.305420
	Iteration 19Q: 3 clusters Score -131209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131212.937500 Penalty: 3487.305420
	Iteration 20F: 3 clusters Score -131212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131217.937500 Penalty: 3487.305420
	Iteration 21Q: 3 clusters Score -131217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131224.671875 Penalty: 3487.305420
	Iteration 22Q: 3 clusters Score -131224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131237.000000 Penalty: 3487.305420
	Iteration 23Q: 3 clusters Score -131237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131263.109375 Penalty: 3487.305420
	Iteration 24Q: 3 clusters Score -131263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131286.156250 Penalty: 3487.305420
	Iteration 25Q: 3 clusters Score -131286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131342.046875 Penalty: 3487.305420
	Iteration 26Q: 3 clusters Score -131342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -131463.062500 Penalty: 3487.305420
	Iteration 27Q: 3 clusters Score -131463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131503.843750 Penalty: 3487.305420
	Iteration 28Q: 3 clusters Score -131503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131505.359375 Penalty: 3487.305420
	Iteration 29Q: 3 clusters Score -131505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131505.359375 Penalty: 3487.305420
	Iteration 30F: 3 clusters Score -131505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69318 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108162 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197892 members 
Mstep: Class 10 contains 168256 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169100 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 647 members 
Entering Unmasked Estep 
Score: -126441144.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126441536.000000 to -126441144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43211.781250 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -43211.78 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 207 members 
Entering Unmasked Estep 
Score: -41952.730469 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41952.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42309.421875 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -42309.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42508.941406 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -42508.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42649.269531 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -42649.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42743.898438 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42743.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42871.371094 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42871.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42978.710938 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42978.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43175.589844 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -43175.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43209.160156 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -43209.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43242.796875 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -43242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43242.796875 Penalty: 2985.222168
	Iteration 10F: 3 clusters Score -43242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69318 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108162 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197892 members 
Mstep: Class 10 contains 168256 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169100 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 303 members 
Entering Unmasked Estep 
Score: -126439616.000000 Penalty: 78551.085938
Splitting cluster 22 changes total score from -126441536.000000 to -126439616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69318 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108162 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197892 members 
Mstep: Class 10 contains 168256 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169100 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441536.000000 Penalty: 75135.828125
Iteration 199Q: 23 clusters Score -1.264415e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24105 members 
Mstep: Class 3 contains 69313 members 
Mstep: Class 4 contains 93675 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108182 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197885 members 
Mstep: Class 10 contains 168252 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169110 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22628 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441488.000000 Penalty: 75135.828125
Iteration 200F: 23 clusters Score -1.264415e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24105 members 
Mstep: Class 3 contains 69310 members 
Mstep: Class 4 contains 93655 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108201 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197878 members 
Mstep: Class 10 contains 168261 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169117 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22628 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441456.000000 Penalty: 75135.828125
Iteration 201Q: 23 clusters Score -1.264415e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69306 members 
Mstep: Class 4 contains 93638 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108225 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197874 members 
Mstep: Class 10 contains 168254 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169126 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441400.000000 Penalty: 75135.828125
Iteration 202Q: 23 clusters Score -1.264414e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 93615 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108252 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197864 members 
Mstep: Class 10 contains 168253 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169133 members 
Mstep: Class 16 contains 21765 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22631 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441312.000000 Penalty: 75135.828125
Iteration 203Q: 23 clusters Score -1.264413e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69301 members 
Mstep: Class 4 contains 93611 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108263 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197858 members 
Mstep: Class 10 contains 168246 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 204Q: 23 clusters Score -1.264413e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69299 members 
Mstep: Class 4 contains 93606 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27636 members 
Mstep: Class 7 contains 108279 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197847 members 
Mstep: Class 10 contains 168251 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441304.000000 Penalty: 75135.828125
Iteration 205Q: 23 clusters Score -1.264413e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24105 members 
Mstep: Class 3 contains 69298 members 
Mstep: Class 4 contains 93600 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27638 members 
Mstep: Class 7 contains 108291 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197850 members 
Mstep: Class 10 contains 168241 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169135 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441288.000000 Penalty: 75135.828125
Iteration 206Q: 23 clusters Score -1.264413e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24105 members 
Mstep: Class 3 contains 69298 members 
Mstep: Class 4 contains 93588 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27639 members 
Mstep: Class 7 contains 108299 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197849 members 
Mstep: Class 10 contains 168239 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169140 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441312.000000 Penalty: 75135.828125
Iteration 207Q: 23 clusters Score -1.264413e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69298 members 
Mstep: Class 4 contains 93577 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27640 members 
Mstep: Class 7 contains 108307 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197851 members 
Mstep: Class 10 contains 168235 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169144 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22637 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441256.000000 Penalty: 75135.828125
Iteration 208Q: 23 clusters Score -1.264413e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 69298 members 
Mstep: Class 4 contains 93568 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27644 members 
Mstep: Class 7 contains 108321 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197844 members 
Mstep: Class 10 contains 168232 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169146 members 
Mstep: Class 16 contains 21763 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22637 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441216.000000 Penalty: 75135.828125
Iteration 209Q: 23 clusters Score -1.264412e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69297 members 
Mstep: Class 4 contains 93556 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27646 members 
Mstep: Class 7 contains 108333 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197840 members 
Mstep: Class 10 contains 168230 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169153 members 
Mstep: Class 16 contains 21763 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441264.000000 Penalty: 75135.828125
Iteration 210Q: 23 clusters Score -1.264413e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24105 members 
Mstep: Class 3 contains 69294 members 
Mstep: Class 4 contains 93547 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27649 members 
Mstep: Class 7 contains 108341 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197834 members 
Mstep: Class 10 contains 168232 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169157 members 
Mstep: Class 16 contains 21763 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441216.000000 Penalty: 75135.828125
Iteration 211Q: 23 clusters Score -1.264412e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69292 members 
Mstep: Class 4 contains 93534 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 27649 members 
Mstep: Class 7 contains 108346 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197832 members 
Mstep: Class 10 contains 168245 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169159 members 
Mstep: Class 16 contains 21763 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441200.000000 Penalty: 75135.828125
Iteration 212Q: 23 clusters Score -1.264412e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69290 members 
Mstep: Class 4 contains 93525 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 27648 members 
Mstep: Class 7 contains 108353 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197833 members 
Mstep: Class 10 contains 168247 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169161 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441224.000000 Penalty: 75135.828125
Iteration 213Q: 23 clusters Score -1.264412e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69289 members 
Mstep: Class 4 contains 93524 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 27648 members 
Mstep: Class 7 contains 108358 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168247 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169162 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441248.000000 Penalty: 75135.828125
Iteration 214Q: 23 clusters Score -1.264412e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24104 members 
Mstep: Class 3 contains 69290 members 
Mstep: Class 4 contains 93521 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27651 members 
Mstep: Class 7 contains 108361 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197828 members 
Mstep: Class 10 contains 168250 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169159 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441232.000000 Penalty: 75135.828125
Iteration 215Q: 23 clusters Score -1.264412e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24106 members 
Mstep: Class 3 contains 69289 members 
Mstep: Class 4 contains 93516 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108362 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197829 members 
Mstep: Class 10 contains 168248 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169161 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441280.000000 Penalty: 75135.828125
Iteration 216Q: 23 clusters Score -1.264413e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69289 members 
Mstep: Class 4 contains 93509 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27656 members 
Mstep: Class 7 contains 108364 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168251 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169157 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 217Q: 23 clusters Score -1.264414e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69291 members 
Mstep: Class 4 contains 93504 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108366 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168257 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169151 members 
Mstep: Class 16 contains 21763 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 218Q: 23 clusters Score -1.264414e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69292 members 
Mstep: Class 4 contains 93502 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108369 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168259 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169147 members 
Mstep: Class 16 contains 21762 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441392.000000 Penalty: 75135.828125
Iteration 219Q: 23 clusters Score -1.264414e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69291 members 
Mstep: Class 4 contains 93499 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108372 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197839 members 
Mstep: Class 10 contains 168254 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169145 members 
Mstep: Class 16 contains 21762 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 220F: 23 clusters Score -1.264414e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69290 members 
Mstep: Class 4 contains 93497 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108373 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197843 members 
Mstep: Class 10 contains 168253 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169144 members 
Mstep: Class 16 contains 21762 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 221Q: 23 clusters Score -1.264413e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69290 members 
Mstep: Class 4 contains 93494 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108381 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197842 members 
Mstep: Class 10 contains 168257 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21761 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441304.000000 Penalty: 75135.828125
Iteration 222Q: 23 clusters Score -1.264413e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69290 members 
Mstep: Class 4 contains 93488 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108389 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197839 members 
Mstep: Class 10 contains 168257 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169139 members 
Mstep: Class 16 contains 21761 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22631 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441232.000000 Penalty: 75135.828125
Iteration 223Q: 23 clusters Score -1.264412e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69288 members 
Mstep: Class 4 contains 93477 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108400 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197840 members 
Mstep: Class 10 contains 168256 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169140 members 
Mstep: Class 16 contains 21761 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 224Q: 23 clusters Score -1.264413e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69288 members 
Mstep: Class 4 contains 93475 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108412 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197839 members 
Mstep: Class 10 contains 168260 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21759 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441312.000000 Penalty: 75135.828125
Iteration 225Q: 23 clusters Score -1.264413e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69288 members 
Mstep: Class 4 contains 93471 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108420 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197836 members 
Mstep: Class 10 contains 168261 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441368.000000 Penalty: 75135.828125
Iteration 226Q: 23 clusters Score -1.264414e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69288 members 
Mstep: Class 4 contains 93468 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108428 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197836 members 
Mstep: Class 10 contains 168261 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169126 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441368.000000 Penalty: 75135.828125
Iteration 227Q: 23 clusters Score -1.264414e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24106 members 
Mstep: Class 3 contains 69287 members 
Mstep: Class 4 contains 93463 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 108435 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197838 members 
Mstep: Class 10 contains 168257 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169126 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 228Q: 23 clusters Score -1.264414e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69287 members 
Mstep: Class 4 contains 93459 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108434 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197841 members 
Mstep: Class 10 contains 168258 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169127 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441304.000000 Penalty: 75135.828125
Iteration 229Q: 23 clusters Score -1.264413e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69286 members 
Mstep: Class 4 contains 93455 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108440 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197838 members 
Mstep: Class 10 contains 168260 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169127 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 230Q: 23 clusters Score -1.264413e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69285 members 
Mstep: Class 4 contains 93455 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108445 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197836 members 
Mstep: Class 10 contains 168262 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169123 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441304.000000 Penalty: 75135.828125
Iteration 231Q: 23 clusters Score -1.264413e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69284 members 
Mstep: Class 4 contains 93453 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108448 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197835 members 
Mstep: Class 10 contains 168266 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169119 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441392.000000 Penalty: 75135.828125
Iteration 232Q: 23 clusters Score -1.264414e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69283 members 
Mstep: Class 4 contains 93450 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108446 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197833 members 
Mstep: Class 10 contains 168271 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169121 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441272.000000 Penalty: 75135.828125
Iteration 233Q: 23 clusters Score -1.264413e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24106 members 
Mstep: Class 3 contains 69282 members 
Mstep: Class 4 contains 93444 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108446 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197835 members 
Mstep: Class 10 contains 168274 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169124 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441288.000000 Penalty: 75135.828125
Iteration 234Q: 23 clusters Score -1.264413e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69282 members 
Mstep: Class 4 contains 93444 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108447 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197830 members 
Mstep: Class 10 contains 168274 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169126 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 235Q: 23 clusters Score -1.264414e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69282 members 
Mstep: Class 4 contains 93443 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108445 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197828 members 
Mstep: Class 10 contains 168277 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169128 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 236Q: 23 clusters Score -1.264413e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69282 members 
Mstep: Class 4 contains 93442 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108447 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197827 members 
Mstep: Class 10 contains 168275 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441328.000000 Penalty: 75135.828125
Iteration 237Q: 23 clusters Score -1.264413e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69282 members 
Mstep: Class 4 contains 93440 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108446 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197823 members 
Mstep: Class 10 contains 168276 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169136 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441296.000000 Penalty: 75135.828125
Iteration 238Q: 23 clusters Score -1.264413e+08 nChanged 10
Entering ConstructFrom: 
Score: -126441296.000000 Penalty: 75135.828125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103851.882812 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103851.9 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 521 members 
Entering Unmasked Estep 
Score: -102017.640625 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -102017.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102550.953125 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102551 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -102733.343750 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102733.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -102843.687500 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -102843.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -102902.820312 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -102902.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -102940.414062 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -102940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -102968.171875 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -102968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -102987.937500 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -102987.9 nChanged 13
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: -103017.335938 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -103017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -103136.203125 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -103136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103192.132812 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -103192.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -103239.679688 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -103239.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -103274.179688 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -103274.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103303.039062 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -103303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -103341.382812 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -103341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -103359.421875 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -103359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -103384.453125 Penalty: 3427.732422
	Iteration 16Q: 3 clusters Score -103384.5 nChanged 9
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: -103399.632812 Penalty: 3427.732422
	Iteration 17Q: 3 clusters Score -103399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -103413.625000 Penalty: 3427.732422
	Iteration 18Q: 3 clusters Score -103413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -103419.695312 Penalty: 3427.732422
	Iteration 19Q: 3 clusters Score -103419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -103422.312500 Penalty: 3427.732422
	Iteration 20F: 3 clusters Score -103422.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Entering Unmasked Estep 
Score: -3156697.250000 Penalty: 2502.383789
	Iteration 0F: 2 clusters Score -3156697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3139929.500000 Penalty: 5004.767578
	Iteration 0F: 3 clusters Score -3139930 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3145912.000000 Penalty: 5004.767578
	Iteration 1F: 3 clusters Score -3145912 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3146850.500000 Penalty: 5004.767578
	Iteration 2F: 3 clusters Score -3146850 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3148084.750000 Penalty: 5004.767578
	Iteration 3F: 3 clusters Score -3148085 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3149741.750000 Penalty: 5004.767578
	Iteration 4F: 3 clusters Score -3149742 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3151486.250000 Penalty: 5004.767578
	Iteration 5F: 3 clusters Score -3151486 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3152734.000000 Penalty: 5004.767578
	Iteration 6F: 3 clusters Score -3152734 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3153560.750000 Penalty: 5004.767578
	Iteration 7F: 3 clusters Score -3153561 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3154113.000000 Penalty: 5004.767578
	Iteration 8Q: 3 clusters Score -3154113 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3154484.500000 Penalty: 5004.767578
	Iteration 9Q: 3 clusters Score -3154484 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3154689.500000 Penalty: 5004.767578
	Iteration 10Q: 3 clusters Score -3154690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3154825.000000 Penalty: 5004.767578
	Iteration 11Q: 3 clusters Score -3154825 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3154910.750000 Penalty: 5004.767578
	Iteration 12Q: 3 clusters Score -3154911 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3154981.750000 Penalty: 5004.767578
	Iteration 13Q: 3 clusters Score -3154982 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3155059.000000 Penalty: 5004.767578
	Iteration 14Q: 3 clusters Score -3155059 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3155132.750000 Penalty: 5004.767578
	Iteration 15Q: 3 clusters Score -3155133 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3155192.750000 Penalty: 5004.767578
	Iteration 16Q: 3 clusters Score -3155193 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3155269.250000 Penalty: 5004.767578
	Iteration 17Q: 3 clusters Score -3155269 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3155322.000000 Penalty: 5004.767578
	Iteration 18Q: 3 clusters Score -3155322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3155367.000000 Penalty: 5004.767578
	Iteration 19Q: 3 clusters Score -3155367 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3155421.500000 Penalty: 5004.767578
	Iteration 20F: 3 clusters Score -3155422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3155465.000000 Penalty: 5004.767578
	Iteration 21Q: 3 clusters Score -3155465 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3155484.500000 Penalty: 5004.767578
	Iteration 22Q: 3 clusters Score -3155484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3155515.500000 Penalty: 5004.767578
	Iteration 23Q: 3 clusters Score -3155516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3155532.250000 Penalty: 5004.767578
	Iteration 24Q: 3 clusters Score -3155532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3155546.000000 Penalty: 5004.767578
	Iteration 25Q: 3 clusters Score -3155546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3155562.500000 Penalty: 5004.767578
	Iteration 26Q: 3 clusters Score -3155562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3155579.250000 Penalty: 5004.767578
	Iteration 27Q: 3 clusters Score -3155579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3155598.000000 Penalty: 5004.767578
	Iteration 28Q: 3 clusters Score -3155598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3155607.000000 Penalty: 5004.767578
	Iteration 29Q: 3 clusters Score -3155607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3155617.000000 Penalty: 5004.767578
	Iteration 30Q: 3 clusters Score -3155617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3155629.500000 Penalty: 5004.767578
	Iteration 31Q: 3 clusters Score -3155630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3155634.000000 Penalty: 5004.767578
	Iteration 32Q: 3 clusters Score -3155634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3155634.500000 Penalty: 5004.767578
	Iteration 33Q: 3 clusters Score -3155634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3155644.750000 Penalty: 5004.767578
	Iteration 34Q: 3 clusters Score -3155645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3155657.000000 Penalty: 5004.767578
	Iteration 35Q: 3 clusters Score -3155657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3155652.250000 Penalty: 5004.767578
	Iteration 36Q: 3 clusters Score -3155652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3155658.000000 Penalty: 5004.767578
	Iteration 37Q: 3 clusters Score -3155658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3155668.500000 Penalty: 5004.767578
	Iteration 38Q: 3 clusters Score -3155668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3155671.750000 Penalty: 5004.767578
	Iteration 39Q: 3 clusters Score -3155672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3155685.500000 Penalty: 5004.767578
	Iteration 40F: 3 clusters Score -3155686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3155700.000000 Penalty: 5004.767578
	Iteration 41Q: 3 clusters Score -3155700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3155703.750000 Penalty: 5004.767578
	Iteration 42Q: 3 clusters Score -3155704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3155705.000000 Penalty: 5004.767578
	Iteration 43Q: 3 clusters Score -3155705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3155703.500000 Penalty: 5004.767578
	Iteration 44Q: 3 clusters Score -3155704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3155710.500000 Penalty: 5004.767578
	Iteration 45Q: 3 clusters Score -3155710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3155708.250000 Penalty: 5004.767578
	Iteration 46Q: 3 clusters Score -3155708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3155703.750000 Penalty: 5004.767578
	Iteration 47Q: 3 clusters Score -3155704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3155698.750000 Penalty: 5004.767578
	Iteration 48Q: 3 clusters Score -3155699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3155705.750000 Penalty: 5004.767578
	Iteration 49Q: 3 clusters Score -3155706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3155713.750000 Penalty: 5004.767578
	Iteration 50Q: 3 clusters Score -3155714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3155718.750000 Penalty: 5004.767578
	Iteration 51Q: 3 clusters Score -3155719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3155723.000000 Penalty: 5004.767578
	Iteration 52Q: 3 clusters Score -3155723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3155718.250000 Penalty: 5004.767578
	Iteration 53Q: 3 clusters Score -3155718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3155723.250000 Penalty: 5004.767578
	Iteration 54Q: 3 clusters Score -3155723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3155724.500000 Penalty: 5004.767578
	Iteration 55Q: 3 clusters Score -3155724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3155727.000000 Penalty: 5004.767578
	Iteration 56Q: 3 clusters Score -3155727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3155732.250000 Penalty: 5004.767578
	Iteration 57Q: 3 clusters Score -3155732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3155730.750000 Penalty: 5004.767578
	Iteration 58Q: 3 clusters Score -3155731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3155730.750000 Penalty: 5004.767578
	Iteration 59F: 3 clusters Score -3155731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Entering Unmasked Estep 
Score: -9138804.000000 Penalty: 2764.189453
	Iteration 0F: 2 clusters Score -9138804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -9092494.000000 Penalty: 5528.378906
	Iteration 0F: 3 clusters Score -9092494 nChanged 32510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9110674.000000 Penalty: 5528.378906
	Iteration 1F: 3 clusters Score -9110674 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -9111284.000000 Penalty: 5528.378906
	Iteration 2Q: 3 clusters Score -9111284 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -9111916.000000 Penalty: 5528.378906
	Iteration 3Q: 3 clusters Score -9111916 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -9112534.000000 Penalty: 5528.378906
	Iteration 4Q: 3 clusters Score -9112534 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9113228.000000 Penalty: 5528.378906
	Iteration 5Q: 3 clusters Score -9113228 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -9114025.000000 Penalty: 5528.378906
	Iteration 6Q: 3 clusters Score -9114025 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9115036.000000 Penalty: 5528.378906
	Iteration 7Q: 3 clusters Score -9115036 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -9116376.000000 Penalty: 5528.378906
	Iteration 8Q: 3 clusters Score -9116376 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -9118224.000000 Penalty: 5528.378906
	Iteration 9Q: 3 clusters Score -9118224 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9120296.000000 Penalty: 5528.378906
	Iteration 10F: 3 clusters Score -9120296 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9122412.000000 Penalty: 5528.378906
	Iteration 11F: 3 clusters Score -9122412 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -9124581.000000 Penalty: 5528.378906
	Iteration 12Q: 3 clusters Score -9124581 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -9126547.000000 Penalty: 5528.378906
	Iteration 13Q: 3 clusters Score -9126547 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -9128342.000000 Penalty: 5528.378906
	Iteration 14Q: 3 clusters Score -9128342 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -9129958.000000 Penalty: 5528.378906
	Iteration 15Q: 3 clusters Score -9129958 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -9131453.000000 Penalty: 5528.378906
	Iteration 16Q: 3 clusters Score -9131453 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -9132897.000000 Penalty: 5528.378906
	Iteration 17Q: 3 clusters Score -9132897 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -9134101.000000 Penalty: 5528.378906
	Iteration 18Q: 3 clusters Score -9134101 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -9134912.000000 Penalty: 5528.378906
	Iteration 19Q: 3 clusters Score -9134912 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -9135493.000000 Penalty: 5528.378906
	Iteration 20F: 3 clusters Score -9135493 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -9135915.000000 Penalty: 5528.378906
	Iteration 21Q: 3 clusters Score -9135915 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -9136181.000000 Penalty: 5528.378906
	Iteration 22Q: 3 clusters Score -9136181 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -9136357.000000 Penalty: 5528.378906
	Iteration 23Q: 3 clusters Score -9136357 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -9136471.000000 Penalty: 5528.378906
	Iteration 24Q: 3 clusters Score -9136471 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -9136573.000000 Penalty: 5528.378906
	Iteration 25Q: 3 clusters Score -9136573 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -9136645.000000 Penalty: 5528.378906
	Iteration 26Q: 3 clusters Score -9136645 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -9136694.000000 Penalty: 5528.378906
	Iteration 27Q: 3 clusters Score -9136694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -9136719.000000 Penalty: 5528.378906
	Iteration 28Q: 3 clusters Score -9136719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -9136756.000000 Penalty: 5528.378906
	Iteration 29Q: 3 clusters Score -9136756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -9136767.000000 Penalty: 5528.378906
	Iteration 30Q: 3 clusters Score -9136767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -9136800.000000 Penalty: 5528.378906
	Iteration 31Q: 3 clusters Score -9136800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -9136804.000000 Penalty: 5528.378906
	Iteration 32Q: 3 clusters Score -9136804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -9136817.000000 Penalty: 5528.378906
	Iteration 33Q: 3 clusters Score -9136817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -9136819.000000 Penalty: 5528.378906
	Iteration 34Q: 3 clusters Score -9136819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -9136840.000000 Penalty: 5528.378906
	Iteration 35Q: 3 clusters Score -9136840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -9136836.000000 Penalty: 5528.378906
	Iteration 36Q: 3 clusters Score -9136836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -9136841.000000 Penalty: 5528.378906
	Iteration 37Q: 3 clusters Score -9136841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9136832.000000 Penalty: 5528.378906
	Iteration 38Q: 3 clusters Score -9136832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -9136840.000000 Penalty: 5528.378906
	Iteration 39Q: 3 clusters Score -9136840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -9136853.000000 Penalty: 5528.378906
	Iteration 40F: 3 clusters Score -9136853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9136839.000000 Penalty: 5528.378906
	Iteration 41Q: 3 clusters Score -9136839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9136839.000000 Penalty: 5528.378906
	Iteration 42F: 3 clusters Score -9136839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Entering Unmasked Estep 
Score: -12696989.000000 Penalty: 2838.381104
	Iteration 0F: 2 clusters Score -1.269699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -12634646.000000 Penalty: 5676.762207
	Iteration 0F: 3 clusters Score -1.263465e+07 nChanged 44239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -12660335.000000 Penalty: 5676.762207
	Iteration 1F: 3 clusters Score -1.266034e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -12661897.000000 Penalty: 5676.762207
	Iteration 2Q: 3 clusters Score -1.26619e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -12663990.000000 Penalty: 5676.762207
	Iteration 3F: 3 clusters Score -1.266399e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -12667262.000000 Penalty: 5676.762207
	Iteration 4F: 3 clusters Score -1.266726e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -12672186.000000 Penalty: 5676.762207
	Iteration 5F: 3 clusters Score -1.267219e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -12678625.000000 Penalty: 5676.762207
	Iteration 6F: 3 clusters Score -1.267862e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -12684929.000000 Penalty: 5676.762207
	Iteration 7F: 3 clusters Score -1.268493e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -12689227.000000 Penalty: 5676.762207
	Iteration 8Q: 3 clusters Score -1.268923e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -12691658.000000 Penalty: 5676.762207
	Iteration 9Q: 3 clusters Score -1.269166e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12692975.000000 Penalty: 5676.762207
	Iteration 10Q: 3 clusters Score -1.269298e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -12693674.000000 Penalty: 5676.762207
	Iteration 11Q: 3 clusters Score -1.269367e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -12694033.000000 Penalty: 5676.762207
	Iteration 12Q: 3 clusters Score -1.269403e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -12694224.000000 Penalty: 5676.762207
	Iteration 13Q: 3 clusters Score -1.269422e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12694343.000000 Penalty: 5676.762207
	Iteration 14Q: 3 clusters Score -1.269434e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12694384.000000 Penalty: 5676.762207
	Iteration 15Q: 3 clusters Score -1.269438e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12694464.000000 Penalty: 5676.762207
	Iteration 16Q: 3 clusters Score -1.269446e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12694494.000000 Penalty: 5676.762207
	Iteration 17Q: 3 clusters Score -1.269449e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12694523.000000 Penalty: 5676.762207
	Iteration 18Q: 3 clusters Score -1.269452e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12694541.000000 Penalty: 5676.762207
	Iteration 19Q: 3 clusters Score -1.269454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12694567.000000 Penalty: 5676.762207
	Iteration 20F: 3 clusters Score -1.269457e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12694601.000000 Penalty: 5676.762207
	Iteration 21Q: 3 clusters Score -1.26946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12694626.000000 Penalty: 5676.762207
	Iteration 22Q: 3 clusters Score -1.269463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12694636.000000 Penalty: 5676.762207
	Iteration 23Q: 3 clusters Score -1.269464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12694629.000000 Penalty: 5676.762207
	Iteration 24Q: 3 clusters Score -1.269463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12694646.000000 Penalty: 5676.762207
	Iteration 25Q: 3 clusters Score -1.269465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12694633.000000 Penalty: 5676.762207
	Iteration 26Q: 3 clusters Score -1.269463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12694636.000000 Penalty: 5676.762207
	Iteration 27Q: 3 clusters Score -1.269464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12694663.000000 Penalty: 5676.762207
	Iteration 28Q: 3 clusters Score -1.269466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12694651.000000 Penalty: 5676.762207
	Iteration 29Q: 3 clusters Score -1.269465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12694661.000000 Penalty: 5676.762207
	Iteration 30Q: 3 clusters Score -1.269466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12694679.000000 Penalty: 5676.762207
	Iteration 31Q: 3 clusters Score -1.269468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12694687.000000 Penalty: 5676.762207
	Iteration 32Q: 3 clusters Score -1.269469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12694691.000000 Penalty: 5676.762207
	Iteration 33Q: 3 clusters Score -1.269469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12694694.000000 Penalty: 5676.762207
	Iteration 34Q: 3 clusters Score -1.269469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12694705.000000 Penalty: 5676.762207
	Iteration 35Q: 3 clusters Score -1.26947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12694711.000000 Penalty: 5676.762207
	Iteration 36Q: 3 clusters Score -1.269471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12694727.000000 Penalty: 5676.762207
	Iteration 37Q: 3 clusters Score -1.269473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12694733.000000 Penalty: 5676.762207
	Iteration 38Q: 3 clusters Score -1.269473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12694742.000000 Penalty: 5676.762207
	Iteration 39Q: 3 clusters Score -1.269474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12694727.000000 Penalty: 5676.762207
	Iteration 40F: 3 clusters Score -1.269473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12694723.000000 Penalty: 5676.762207
	Iteration 41Q: 3 clusters Score -1.269472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12694727.000000 Penalty: 5676.762207
	Iteration 42Q: 3 clusters Score -1.269473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12694722.000000 Penalty: 5676.762207
	Iteration 43Q: 3 clusters Score -1.269472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12694720.000000 Penalty: 5676.762207
	Iteration 44Q: 3 clusters Score -1.269472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12694722.000000 Penalty: 5676.762207
	Iteration 45Q: 3 clusters Score -1.269472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12694722.000000 Penalty: 5676.762207
	Iteration 46F: 3 clusters Score -1.269472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Entering Unmasked Estep 
Score: -966391.250000 Penalty: 2213.083496
	Iteration 0F: 2 clusters Score -966391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -960275.750000 Penalty: 4426.166992
	Iteration 0F: 3 clusters Score -960275.8 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -961876.937500 Penalty: 4426.166992
	Iteration 1F: 3 clusters Score -961876.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -962110.375000 Penalty: 4426.166992
	Iteration 2F: 3 clusters Score -962110.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -962328.250000 Penalty: 4426.166992
	Iteration 3Q: 3 clusters Score -962328.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -962537.562500 Penalty: 4426.166992
	Iteration 4Q: 3 clusters Score -962537.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -962758.312500 Penalty: 4426.166992
	Iteration 5Q: 3 clusters Score -962758.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -962947.937500 Penalty: 4426.166992
	Iteration 6Q: 3 clusters Score -962947.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -963155.062500 Penalty: 4426.166992
	Iteration 7Q: 3 clusters Score -963155.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -963378.187500 Penalty: 4426.166992
	Iteration 8Q: 3 clusters Score -963378.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -963585.937500 Penalty: 4426.166992
	Iteration 9Q: 3 clusters Score -963585.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -963776.187500 Penalty: 4426.166992
	Iteration 10Q: 3 clusters Score -963776.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -963977.687500 Penalty: 4426.166992
	Iteration 11Q: 3 clusters Score -963977.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -964143.937500 Penalty: 4426.166992
	Iteration 12Q: 3 clusters Score -964143.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -964275.062500 Penalty: 4426.166992
	Iteration 13Q: 3 clusters Score -964275.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -964389.812500 Penalty: 4426.166992
	Iteration 14Q: 3 clusters Score -964389.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -964487.375000 Penalty: 4426.166992
	Iteration 15Q: 3 clusters Score -964487.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -964551.125000 Penalty: 4426.166992
	Iteration 16Q: 3 clusters Score -964551.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -964587.562500 Penalty: 4426.166992
	Iteration 17Q: 3 clusters Score -964587.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -964626.687500 Penalty: 4426.166992
	Iteration 18Q: 3 clusters Score -964626.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -964664.312500 Penalty: 4426.166992
	Iteration 19Q: 3 clusters Score -964664.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -964688.625000 Penalty: 4426.166992
	Iteration 20F: 3 clusters Score -964688.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -964714.375000 Penalty: 4426.166992
	Iteration 21Q: 3 clusters Score -964714.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -964735.687500 Penalty: 4426.166992
	Iteration 22Q: 3 clusters Score -964735.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -964751.687500 Penalty: 4426.166992
	Iteration 23Q: 3 clusters Score -964751.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -964767.500000 Penalty: 4426.166992
	Iteration 24Q: 3 clusters Score -964767.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -964781.937500 Penalty: 4426.166992
	Iteration 25Q: 3 clusters Score -964781.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -964792.000000 Penalty: 4426.166992
	Iteration 26Q: 3 clusters Score -964792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -964801.375000 Penalty: 4426.166992
	Iteration 27Q: 3 clusters Score -964801.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -964809.312500 Penalty: 4426.166992
	Iteration 28Q: 3 clusters Score -964809.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -964820.437500 Penalty: 4426.166992
	Iteration 29Q: 3 clusters Score -964820.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -964826.625000 Penalty: 4426.166992
	Iteration 30Q: 3 clusters Score -964826.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -964832.437500 Penalty: 4426.166992
	Iteration 31Q: 3 clusters Score -964832.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -964838.625000 Penalty: 4426.166992
	Iteration 32Q: 3 clusters Score -964838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -964843.312500 Penalty: 4426.166992
	Iteration 33Q: 3 clusters Score -964843.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -964850.500000 Penalty: 4426.166992
	Iteration 34Q: 3 clusters Score -964850.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -964855.562500 Penalty: 4426.166992
	Iteration 35Q: 3 clusters Score -964855.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -964861.125000 Penalty: 4426.166992
	Iteration 36Q: 3 clusters Score -964861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -964862.687500 Penalty: 4426.166992
	Iteration 37Q: 3 clusters Score -964862.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -964867.687500 Penalty: 4426.166992
	Iteration 38Q: 3 clusters Score -964867.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -964870.687500 Penalty: 4426.166992
	Iteration 39Q: 3 clusters Score -964870.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -964873.250000 Penalty: 4426.166992
	Iteration 40F: 3 clusters Score -964873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -964877.562500 Penalty: 4426.166992
	Iteration 41Q: 3 clusters Score -964877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -964877.625000 Penalty: 4426.166992
	Iteration 42Q: 3 clusters Score -964877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -964880.937500 Penalty: 4426.166992
	Iteration 43Q: 3 clusters Score -964880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -964884.312500 Penalty: 4426.166992
	Iteration 44Q: 3 clusters Score -964884.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -964886.750000 Penalty: 4426.166992
	Iteration 45Q: 3 clusters Score -964886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -964891.875000 Penalty: 4426.166992
	Iteration 46Q: 3 clusters Score -964891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -964894.375000 Penalty: 4426.166992
	Iteration 47Q: 3 clusters Score -964894.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -964898.812500 Penalty: 4426.166992
	Iteration 48Q: 3 clusters Score -964898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -964900.312500 Penalty: 4426.166992
	Iteration 49Q: 3 clusters Score -964900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -964901.750000 Penalty: 4426.166992
	Iteration 50Q: 3 clusters Score -964901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -964904.812500 Penalty: 4426.166992
	Iteration 51Q: 3 clusters Score -964904.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -964912.687500 Penalty: 4426.166992
	Iteration 52Q: 3 clusters Score -964912.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -964917.562500 Penalty: 4426.166992
	Iteration 53Q: 3 clusters Score -964917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -964924.437500 Penalty: 4426.166992
	Iteration 54Q: 3 clusters Score -964924.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -964931.687500 Penalty: 4426.166992
	Iteration 55Q: 3 clusters Score -964931.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -964938.875000 Penalty: 4426.166992
	Iteration 56Q: 3 clusters Score -964938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -964941.500000 Penalty: 4426.166992
	Iteration 57Q: 3 clusters Score -964941.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -964947.125000 Penalty: 4426.166992
	Iteration 58Q: 3 clusters Score -964947.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -964953.000000 Penalty: 4426.166992
	Iteration 59Q: 3 clusters Score -964953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -964960.062500 Penalty: 4426.166992
	Iteration 60F: 3 clusters Score -964960.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -964964.312500 Penalty: 4426.166992
	Iteration 61Q: 3 clusters Score -964964.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -964969.375000 Penalty: 4426.166992
	Iteration 62Q: 3 clusters Score -964969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -964972.375000 Penalty: 4426.166992
	Iteration 63Q: 3 clusters Score -964972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -964977.375000 Penalty: 4426.166992
	Iteration 64Q: 3 clusters Score -964977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -964980.437500 Penalty: 4426.166992
	Iteration 65Q: 3 clusters Score -964980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -964987.312500 Penalty: 4426.166992
	Iteration 66Q: 3 clusters Score -964987.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -964990.812500 Penalty: 4426.166992
	Iteration 67Q: 3 clusters Score -964990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -964995.562500 Penalty: 4426.166992
	Iteration 68Q: 3 clusters Score -964995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -964994.875000 Penalty: 4426.166992
	Iteration 69Q: 3 clusters Score -964994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -964997.375000 Penalty: 4426.166992
	Iteration 70Q: 3 clusters Score -964997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -964997.750000 Penalty: 4426.166992
	Iteration 71Q: 3 clusters Score -964997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -964998.250000 Penalty: 4426.166992
	Iteration 72Q: 3 clusters Score -964998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -964998.312500 Penalty: 4426.166992
	Iteration 73Q: 3 clusters Score -964998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -964998.750000 Penalty: 4426.166992
	Iteration 74Q: 3 clusters Score -964998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -964999.750000 Penalty: 4426.166992
	Iteration 75Q: 3 clusters Score -964999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -965001.125000 Penalty: 4426.166992
	Iteration 76Q: 3 clusters Score -965001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -965002.687500 Penalty: 4426.166992
	Iteration 77Q: 3 clusters Score -965002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -965004.437500 Penalty: 4426.166992
	Iteration 78Q: 3 clusters Score -965004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -965005.562500 Penalty: 4426.166992
	Iteration 79Q: 3 clusters Score -965005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -965007.437500 Penalty: 4426.166992
	Iteration 80F: 3 clusters Score -965007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -965010.812500 Penalty: 4426.166992
	Iteration 81Q: 3 clusters Score -965010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -965012.250000 Penalty: 4426.166992
	Iteration 82Q: 3 clusters Score -965012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -965015.562500 Penalty: 4426.166992
	Iteration 83Q: 3 clusters Score -965015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -965015.750000 Penalty: 4426.166992
	Iteration 84Q: 3 clusters Score -965015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -965018.500000 Penalty: 4426.166992
	Iteration 85Q: 3 clusters Score -965018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -965023.562500 Penalty: 4426.166992
	Iteration 86Q: 3 clusters Score -965023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -965027.750000 Penalty: 4426.166992
	Iteration 87Q: 3 clusters Score -965027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -965033.187500 Penalty: 4426.166992
	Iteration 88Q: 3 clusters Score -965033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -965040.750000 Penalty: 4426.166992
	Iteration 89Q: 3 clusters Score -965040.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -965046.000000 Penalty: 4426.166992
	Iteration 90Q: 3 clusters Score -965046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -965049.062500 Penalty: 4426.166992
	Iteration 91Q: 3 clusters Score -965049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -965053.750000 Penalty: 4426.166992
	Iteration 92Q: 3 clusters Score -965053.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -965057.562500 Penalty: 4426.166992
	Iteration 93Q: 3 clusters Score -965057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -965061.625000 Penalty: 4426.166992
	Iteration 94Q: 3 clusters Score -965061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -965066.312500 Penalty: 4426.166992
	Iteration 95Q: 3 clusters Score -965066.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -965072.625000 Penalty: 4426.166992
	Iteration 96Q: 3 clusters Score -965072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -965074.500000 Penalty: 4426.166992
	Iteration 97Q: 3 clusters Score -965074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -965077.500000 Penalty: 4426.166992
	Iteration 98Q: 3 clusters Score -965077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -965078.562500 Penalty: 4426.166992
	Iteration 99Q: 3 clusters Score -965078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -965083.250000 Penalty: 4426.166992
	Iteration 100F: 3 clusters Score -965083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -965083.687500 Penalty: 4426.166992
	Iteration 101Q: 3 clusters Score -965083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -965089.250000 Penalty: 4426.166992
	Iteration 102Q: 3 clusters Score -965089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -965093.375000 Penalty: 4426.166992
	Iteration 103Q: 3 clusters Score -965093.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -965095.937500 Penalty: 4426.166992
	Iteration 104Q: 3 clusters Score -965095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -965099.750000 Penalty: 4426.166992
	Iteration 105Q: 3 clusters Score -965099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -965103.250000 Penalty: 4426.166992
	Iteration 106Q: 3 clusters Score -965103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -965104.437500 Penalty: 4426.166992
	Iteration 107Q: 3 clusters Score -965104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -965104.375000 Penalty: 4426.166992
	Iteration 108Q: 3 clusters Score -965104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -965105.812500 Penalty: 4426.166992
	Iteration 109Q: 3 clusters Score -965105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -965108.250000 Penalty: 4426.166992
	Iteration 110Q: 3 clusters Score -965108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -965111.312500 Penalty: 4426.166992
	Iteration 111Q: 3 clusters Score -965111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -965114.875000 Penalty: 4426.166992
	Iteration 112Q: 3 clusters Score -965114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -965118.875000 Penalty: 4426.166992
	Iteration 113Q: 3 clusters Score -965118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -965120.375000 Penalty: 4426.166992
	Iteration 114Q: 3 clusters Score -965120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -965119.000000 Penalty: 4426.166992
	Iteration 115Q: 3 clusters Score -965119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -965119.875000 Penalty: 4426.166992
	Iteration 116Q: 3 clusters Score -965119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -965120.187500 Penalty: 4426.166992
	Iteration 117Q: 3 clusters Score -965120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -965121.500000 Penalty: 4426.166992
	Iteration 118Q: 3 clusters Score -965121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -965121.500000 Penalty: 4426.166992
	Iteration 119F: 3 clusters Score -965121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Entering Unmasked Estep 
Score: -3794192.000000 Penalty: 2536.453369
	Iteration 0F: 2 clusters Score -3794192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3774930.000000 Penalty: 5072.906738
	Iteration 0F: 3 clusters Score -3774930 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3781848.500000 Penalty: 5072.906738
	Iteration 1F: 3 clusters Score -3781848 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3782500.000000 Penalty: 5072.906738
	Iteration 2F: 3 clusters Score -3782500 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3783287.750000 Penalty: 5072.906738
	Iteration 3F: 3 clusters Score -3783288 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3784300.250000 Penalty: 5072.906738
	Iteration 4F: 3 clusters Score -3784300 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3785642.000000 Penalty: 5072.906738
	Iteration 5F: 3 clusters Score -3785642 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3787232.000000 Penalty: 5072.906738
	Iteration 6F: 3 clusters Score -3787232 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3788885.750000 Penalty: 5072.906738
	Iteration 7F: 3 clusters Score -3788886 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3790246.500000 Penalty: 5072.906738
	Iteration 8F: 3 clusters Score -3790246 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3791101.750000 Penalty: 5072.906738
	Iteration 9Q: 3 clusters Score -3791102 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3791501.500000 Penalty: 5072.906738
	Iteration 10Q: 3 clusters Score -3791502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3791717.250000 Penalty: 5072.906738
	Iteration 11Q: 3 clusters Score -3791717 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3791851.750000 Penalty: 5072.906738
	Iteration 12Q: 3 clusters Score -3791852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3791952.750000 Penalty: 5072.906738
	Iteration 13Q: 3 clusters Score -3791953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3792015.500000 Penalty: 5072.906738
	Iteration 14Q: 3 clusters Score -3792016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3792048.000000 Penalty: 5072.906738
	Iteration 15Q: 3 clusters Score -3792048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3792081.000000 Penalty: 5072.906738
	Iteration 16Q: 3 clusters Score -3792081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3792107.750000 Penalty: 5072.906738
	Iteration 17Q: 3 clusters Score -3792108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3792123.750000 Penalty: 5072.906738
	Iteration 18Q: 3 clusters Score -3792124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3792134.500000 Penalty: 5072.906738
	Iteration 19Q: 3 clusters Score -3792134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3792138.750000 Penalty: 5072.906738
	Iteration 20F: 3 clusters Score -3792139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3792153.000000 Penalty: 5072.906738
	Iteration 21Q: 3 clusters Score -3792153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3792159.500000 Penalty: 5072.906738
	Iteration 22Q: 3 clusters Score -3792160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3792161.000000 Penalty: 5072.906738
	Iteration 23Q: 3 clusters Score -3792161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3792162.500000 Penalty: 5072.906738
	Iteration 24Q: 3 clusters Score -3792162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3792164.250000 Penalty: 5072.906738
	Iteration 25Q: 3 clusters Score -3792164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3792165.000000 Penalty: 5072.906738
	Iteration 26Q: 3 clusters Score -3792165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3792165.000000 Penalty: 5072.906738
	Iteration 27F: 3 clusters Score -3792165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Entering Unmasked Estep 
Score: -14705619.000000 Penalty: 2875.318359
	Iteration 0F: 2 clusters Score -1.470562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -14633217.000000 Penalty: 5750.636719
	Iteration 0F: 3 clusters Score -1.463322e+07 nChanged 51370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -14663019.000000 Penalty: 5750.636719
	Iteration 1F: 3 clusters Score -1.466302e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -14664540.000000 Penalty: 5750.636719
	Iteration 2Q: 3 clusters Score -1.466454e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -14667054.000000 Penalty: 5750.636719
	Iteration 3Q: 3 clusters Score -1.466705e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -14671356.000000 Penalty: 5750.636719
	Iteration 4F: 3 clusters Score -1.467136e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -14677535.000000 Penalty: 5750.636719
	Iteration 5F: 3 clusters Score -1.467754e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -14684994.000000 Penalty: 5750.636719
	Iteration 6F: 3 clusters Score -1.468499e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -14691074.000000 Penalty: 5750.636719
	Iteration 7F: 3 clusters Score -1.469107e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -14695017.000000 Penalty: 5750.636719
	Iteration 8Q: 3 clusters Score -1.469502e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -14697456.000000 Penalty: 5750.636719
	Iteration 9Q: 3 clusters Score -1.469746e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -14698865.000000 Penalty: 5750.636719
	Iteration 10Q: 3 clusters Score -1.469886e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -14699849.000000 Penalty: 5750.636719
	Iteration 11Q: 3 clusters Score -1.469985e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -14700656.000000 Penalty: 5750.636719
	Iteration 12Q: 3 clusters Score -1.470066e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -14701293.000000 Penalty: 5750.636719
	Iteration 13Q: 3 clusters Score -1.470129e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -14701818.000000 Penalty: 5750.636719
	Iteration 14Q: 3 clusters Score -1.470182e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -14702294.000000 Penalty: 5750.636719
	Iteration 15Q: 3 clusters Score -1.470229e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -14702579.000000 Penalty: 5750.636719
	Iteration 16Q: 3 clusters Score -1.470258e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -14702839.000000 Penalty: 5750.636719
	Iteration 17Q: 3 clusters Score -1.470284e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -14703043.000000 Penalty: 5750.636719
	Iteration 18Q: 3 clusters Score -1.470304e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -14703246.000000 Penalty: 5750.636719
	Iteration 19Q: 3 clusters Score -1.470325e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -14703424.000000 Penalty: 5750.636719
	Iteration 20F: 3 clusters Score -1.470342e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -14703541.000000 Penalty: 5750.636719
	Iteration 21Q: 3 clusters Score -1.470354e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -14703607.000000 Penalty: 5750.636719
	Iteration 22Q: 3 clusters Score -1.470361e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -14703712.000000 Penalty: 5750.636719
	Iteration 23Q: 3 clusters Score -1.470371e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -14703786.000000 Penalty: 5750.636719
	Iteration 24Q: 3 clusters Score -1.470379e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -14703836.000000 Penalty: 5750.636719
	Iteration 25Q: 3 clusters Score -1.470384e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -14703869.000000 Penalty: 5750.636719
	Iteration 26Q: 3 clusters Score -1.470387e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -14703951.000000 Penalty: 5750.636719
	Iteration 27Q: 3 clusters Score -1.470395e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -14703971.000000 Penalty: 5750.636719
	Iteration 28Q: 3 clusters Score -1.470397e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -14703977.000000 Penalty: 5750.636719
	Iteration 29Q: 3 clusters Score -1.470398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -14703974.000000 Penalty: 5750.636719
	Iteration 30Q: 3 clusters Score -1.470397e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104935 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -14703975.000000 Penalty: 5750.636719
	Iteration 31Q: 3 clusters Score -1.470398e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -14703979.000000 Penalty: 5750.636719
	Iteration 32Q: 3 clusters Score -1.470398e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -14703979.000000 Penalty: 5750.636719
	Iteration 33Q: 3 clusters Score -1.470398e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14704001.000000 Penalty: 5750.636719
	Iteration 34Q: 3 clusters Score -1.4704e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -14704042.000000 Penalty: 5750.636719
	Iteration 35Q: 3 clusters Score -1.470404e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -14704066.000000 Penalty: 5750.636719
	Iteration 36Q: 3 clusters Score -1.470407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -14704054.000000 Penalty: 5750.636719
	Iteration 37Q: 3 clusters Score -1.470405e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -14704104.000000 Penalty: 5750.636719
	Iteration 38Q: 3 clusters Score -1.47041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -14704100.000000 Penalty: 5750.636719
	Iteration 39Q: 3 clusters Score -1.47041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -14704099.000000 Penalty: 5750.636719
	Iteration 40F: 3 clusters Score -1.47041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -14704115.000000 Penalty: 5750.636719
	Iteration 41Q: 3 clusters Score -1.470412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14704132.000000 Penalty: 5750.636719
	Iteration 42Q: 3 clusters Score -1.470413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -14704142.000000 Penalty: 5750.636719
	Iteration 43Q: 3 clusters Score -1.470414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14704139.000000 Penalty: 5750.636719
	Iteration 44Q: 3 clusters Score -1.470414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14704150.000000 Penalty: 5750.636719
	Iteration 45Q: 3 clusters Score -1.470415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -14704148.000000 Penalty: 5750.636719
	Iteration 46Q: 3 clusters Score -1.470415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -14704157.000000 Penalty: 5750.636719
	Iteration 47Q: 3 clusters Score -1.470416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -14704147.000000 Penalty: 5750.636719
	Iteration 48Q: 3 clusters Score -1.470415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -14704144.000000 Penalty: 5750.636719
	Iteration 49Q: 3 clusters Score -1.470414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -14704135.000000 Penalty: 5750.636719
	Iteration 50Q: 3 clusters Score -1.470414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -14704147.000000 Penalty: 5750.636719
	Iteration 51Q: 3 clusters Score -1.470415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -14704137.000000 Penalty: 5750.636719
	Iteration 52Q: 3 clusters Score -1.470414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -14704140.000000 Penalty: 5750.636719
	Iteration 53Q: 3 clusters Score -1.470414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -14704122.000000 Penalty: 5750.636719
	Iteration 54Q: 3 clusters Score -1.470412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -14704145.000000 Penalty: 5750.636719
	Iteration 55Q: 3 clusters Score -1.470414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -14704142.000000 Penalty: 5750.636719
	Iteration 56Q: 3 clusters Score -1.470414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -14704167.000000 Penalty: 5750.636719
	Iteration 57Q: 3 clusters Score -1.470417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -14704186.000000 Penalty: 5750.636719
	Iteration 58Q: 3 clusters Score -1.470419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105718 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -14704182.000000 Penalty: 5750.636719
	Iteration 59Q: 3 clusters Score -1.470418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -14704174.000000 Penalty: 5750.636719
	Iteration 60F: 3 clusters Score -1.470417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105758 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14704194.000000 Penalty: 5750.636719
	Iteration 61Q: 3 clusters Score -1.470419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -14704197.000000 Penalty: 5750.636719
	Iteration 62Q: 3 clusters Score -1.47042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -14704183.000000 Penalty: 5750.636719
	Iteration 63Q: 3 clusters Score -1.470418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14704186.000000 Penalty: 5750.636719
	Iteration 64Q: 3 clusters Score -1.470419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14704193.000000 Penalty: 5750.636719
	Iteration 65Q: 3 clusters Score -1.470419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14704191.000000 Penalty: 5750.636719
	Iteration 66Q: 3 clusters Score -1.470419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -14704192.000000 Penalty: 5750.636719
	Iteration 67Q: 3 clusters Score -1.470419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -14704181.000000 Penalty: 5750.636719
	Iteration 68Q: 3 clusters Score -1.470418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -14704176.000000 Penalty: 5750.636719
	Iteration 69Q: 3 clusters Score -1.470418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -14704184.000000 Penalty: 5750.636719
	Iteration 70Q: 3 clusters Score -1.470418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -14704184.000000 Penalty: 5750.636719
	Iteration 71Q: 3 clusters Score -1.470418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -14704191.000000 Penalty: 5750.636719
	Iteration 72Q: 3 clusters Score -1.470419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -14704183.000000 Penalty: 5750.636719
	Iteration 73Q: 3 clusters Score -1.470418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -14704195.000000 Penalty: 5750.636719
	Iteration 74Q: 3 clusters Score -1.47042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -14704188.000000 Penalty: 5750.636719
	Iteration 75Q: 3 clusters Score -1.470419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14704186.000000 Penalty: 5750.636719
	Iteration 76Q: 3 clusters Score -1.470419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14704186.000000 Penalty: 5750.636719
	Iteration 77F: 3 clusters Score -1.470419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -503659.187500 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -503659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -499940.937500 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -499940.9 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -500807.156250 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -500807.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -500994.593750 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -500994.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -501112.625000 Penalty: 4082.762451
	Iteration 3Q: 3 clusters Score -501112.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -501179.093750 Penalty: 4082.762451
	Iteration 4Q: 3 clusters Score -501179.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -501224.468750 Penalty: 4082.762451
	Iteration 5Q: 3 clusters Score -501224.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -501260.937500 Penalty: 4082.762451
	Iteration 6Q: 3 clusters Score -501260.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -501287.687500 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -501287.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -501305.687500 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -501305.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -501318.468750 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -501318.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -501331.937500 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -501331.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -501344.875000 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -501344.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -501358.843750 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -501358.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -501371.937500 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -501371.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -501378.281250 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -501378.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -501387.593750 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -501387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -501396.562500 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -501396.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -501407.718750 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -501407.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -501417.750000 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -501417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -501427.781250 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -501427.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -501440.187500 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -501440.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -501453.312500 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -501453.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -501463.968750 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -501464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -501488.437500 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -501488.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -501510.750000 Penalty: 4082.762451
	Iteration 24Q: 3 clusters Score -501510.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -501536.343750 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -501536.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -501560.843750 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -501560.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -501580.343750 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -501580.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -501601.093750 Penalty: 4082.762451
	Iteration 28Q: 3 clusters Score -501601.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -501624.843750 Penalty: 4082.762451
	Iteration 29Q: 3 clusters Score -501624.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -501665.375000 Penalty: 4082.762451
	Iteration 30Q: 3 clusters Score -501665.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -501701.812500 Penalty: 4082.762451
	Iteration 31Q: 3 clusters Score -501701.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -501726.750000 Penalty: 4082.762451
	Iteration 32Q: 3 clusters Score -501726.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -501750.000000 Penalty: 4082.762451
	Iteration 33Q: 3 clusters Score -501750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -501767.750000 Penalty: 4082.762451
	Iteration 34Q: 3 clusters Score -501767.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -501781.906250 Penalty: 4082.762451
	Iteration 35Q: 3 clusters Score -501781.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501792.656250 Penalty: 4082.762451
	Iteration 36Q: 3 clusters Score -501792.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -501812.187500 Penalty: 4082.762451
	Iteration 37Q: 3 clusters Score -501812.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -501828.500000 Penalty: 4082.762451
	Iteration 38Q: 3 clusters Score -501828.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -501843.843750 Penalty: 4082.762451
	Iteration 39Q: 3 clusters Score -501843.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -501860.750000 Penalty: 4082.762451
	Iteration 40F: 3 clusters Score -501860.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -501874.375000 Penalty: 4082.762451
	Iteration 41Q: 3 clusters Score -501874.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -501884.593750 Penalty: 4082.762451
	Iteration 42Q: 3 clusters Score -501884.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -501894.562500 Penalty: 4082.762451
	Iteration 43Q: 3 clusters Score -501894.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -501904.187500 Penalty: 4082.762451
	Iteration 44Q: 3 clusters Score -501904.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -501916.562500 Penalty: 4082.762451
	Iteration 45Q: 3 clusters Score -501916.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -501928.656250 Penalty: 4082.762451
	Iteration 46Q: 3 clusters Score -501928.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -501939.406250 Penalty: 4082.762451
	Iteration 47Q: 3 clusters Score -501939.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -501945.343750 Penalty: 4082.762451
	Iteration 48Q: 3 clusters Score -501945.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -501954.031250 Penalty: 4082.762451
	Iteration 49Q: 3 clusters Score -501954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -501960.750000 Penalty: 4082.762451
	Iteration 50Q: 3 clusters Score -501960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -501971.718750 Penalty: 4082.762451
	Iteration 51Q: 3 clusters Score -501971.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -501986.781250 Penalty: 4082.762451
	Iteration 52Q: 3 clusters Score -501986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -501998.875000 Penalty: 4082.762451
	Iteration 53Q: 3 clusters Score -501998.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -502007.031250 Penalty: 4082.762451
	Iteration 54Q: 3 clusters Score -502007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -502019.000000 Penalty: 4082.762451
	Iteration 55Q: 3 clusters Score -502019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -502028.000000 Penalty: 4082.762451
	Iteration 56Q: 3 clusters Score -502028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -502034.843750 Penalty: 4082.762451
	Iteration 57Q: 3 clusters Score -502034.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -502047.843750 Penalty: 4082.762451
	Iteration 58Q: 3 clusters Score -502047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -502060.500000 Penalty: 4082.762451
	Iteration 59Q: 3 clusters Score -502060.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -502070.187500 Penalty: 4082.762451
	Iteration 60F: 3 clusters Score -502070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -502082.781250 Penalty: 4082.762451
	Iteration 61Q: 3 clusters Score -502082.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -502098.000000 Penalty: 4082.762451
	Iteration 62Q: 3 clusters Score -502098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -502111.906250 Penalty: 4082.762451
	Iteration 63Q: 3 clusters Score -502111.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -502124.562500 Penalty: 4082.762451
	Iteration 64Q: 3 clusters Score -502124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -502134.593750 Penalty: 4082.762451
	Iteration 65Q: 3 clusters Score -502134.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -502142.906250 Penalty: 4082.762451
	Iteration 66Q: 3 clusters Score -502142.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -502149.437500 Penalty: 4082.762451
	Iteration 67Q: 3 clusters Score -502149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -502161.687500 Penalty: 4082.762451
	Iteration 68Q: 3 clusters Score -502161.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -502178.906250 Penalty: 4082.762451
	Iteration 69Q: 3 clusters Score -502178.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -502197.250000 Penalty: 4082.762451
	Iteration 70Q: 3 clusters Score -502197.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -502212.343750 Penalty: 4082.762451
	Iteration 71Q: 3 clusters Score -502212.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -502224.062500 Penalty: 4082.762451
	Iteration 72Q: 3 clusters Score -502224.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -502237.812500 Penalty: 4082.762451
	Iteration 73Q: 3 clusters Score -502237.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -502257.062500 Penalty: 4082.762451
	Iteration 74Q: 3 clusters Score -502257.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -502276.656250 Penalty: 4082.762451
	Iteration 75Q: 3 clusters Score -502276.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -502295.250000 Penalty: 4082.762451
	Iteration 76Q: 3 clusters Score -502295.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -502305.187500 Penalty: 4082.762451
	Iteration 77Q: 3 clusters Score -502305.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -502318.093750 Penalty: 4082.762451
	Iteration 78Q: 3 clusters Score -502318.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -502334.718750 Penalty: 4082.762451
	Iteration 79Q: 3 clusters Score -502334.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -502346.406250 Penalty: 4082.762451
	Iteration 80F: 3 clusters Score -502346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -502353.593750 Penalty: 4082.762451
	Iteration 81Q: 3 clusters Score -502353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -502360.250000 Penalty: 4082.762451
	Iteration 82Q: 3 clusters Score -502360.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -502366.500000 Penalty: 4082.762451
	Iteration 83Q: 3 clusters Score -502366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -502371.531250 Penalty: 4082.762451
	Iteration 84Q: 3 clusters Score -502371.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -502375.218750 Penalty: 4082.762451
	Iteration 85Q: 3 clusters Score -502375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -502376.656250 Penalty: 4082.762451
	Iteration 86Q: 3 clusters Score -502376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -502378.343750 Penalty: 4082.762451
	Iteration 87Q: 3 clusters Score -502378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -502378.625000 Penalty: 4082.762451
	Iteration 88Q: 3 clusters Score -502378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -502380.875000 Penalty: 4082.762451
	Iteration 89Q: 3 clusters Score -502380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -502381.218750 Penalty: 4082.762451
	Iteration 90Q: 3 clusters Score -502381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -502383.312500 Penalty: 4082.762451
	Iteration 91Q: 3 clusters Score -502383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -502384.625000 Penalty: 4082.762451
	Iteration 92Q: 3 clusters Score -502384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -502384.187500 Penalty: 4082.762451
	Iteration 93Q: 3 clusters Score -502384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -502385.843750 Penalty: 4082.762451
	Iteration 94Q: 3 clusters Score -502385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -502386.343750 Penalty: 4082.762451
	Iteration 95Q: 3 clusters Score -502386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -502387.968750 Penalty: 4082.762451
	Iteration 96Q: 3 clusters Score -502388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -502388.625000 Penalty: 4082.762451
	Iteration 97Q: 3 clusters Score -502388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -502390.218750 Penalty: 4082.762451
	Iteration 98Q: 3 clusters Score -502390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -502390.781250 Penalty: 4082.762451
	Iteration 99Q: 3 clusters Score -502390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -502392.781250 Penalty: 4082.762451
	Iteration 100F: 3 clusters Score -502392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197824 members 
Entering Unmasked Estep 
Score: -26709932.000000 Penalty: 3024.393066
	Iteration 0F: 2 clusters Score -2.670993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -26584164.000000 Penalty: 6048.786133
	Iteration 0F: 3 clusters Score -2.658416e+07 nChanged 95198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -26639184.000000 Penalty: 6048.786133
	Iteration 1F: 3 clusters Score -2.663918e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -26640432.000000 Penalty: 6048.786133
	Iteration 2Q: 3 clusters Score -2.664043e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -26642540.000000 Penalty: 6048.786133
	Iteration 3Q: 3 clusters Score -2.664254e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -26646552.000000 Penalty: 6048.786133
	Iteration 4Q: 3 clusters Score -2.664655e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -26654350.000000 Penalty: 6048.786133
	Iteration 5F: 3 clusters Score -2.665435e+07 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -26667552.000000 Penalty: 6048.786133
	Iteration 6F: 3 clusters Score -2.666755e+07 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171450 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -26684398.000000 Penalty: 6048.786133
	Iteration 7F: 3 clusters Score -2.66844e+07 nChanged 14942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186392 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -26697896.000000 Penalty: 6048.786133
	Iteration 8F: 3 clusters Score -2.66979e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194175 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -26704192.000000 Penalty: 6048.786133
	Iteration 9Q: 3 clusters Score -2.670419e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196726 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -26706216.000000 Penalty: 6048.786133
	Iteration 10Q: 3 clusters Score -2.670622e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197377 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -26706782.000000 Penalty: 6048.786133
	Iteration 11Q: 3 clusters Score -2.670678e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197527 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26706982.000000 Penalty: 6048.786133
	Iteration 12Q: 3 clusters Score -2.670698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197574 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26707074.000000 Penalty: 6048.786133
	Iteration 13Q: 3 clusters Score -2.670707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197593 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26707110.000000 Penalty: 6048.786133
	Iteration 14Q: 3 clusters Score -2.670711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197602 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26707140.000000 Penalty: 6048.786133
	Iteration 15Q: 3 clusters Score -2.670714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197607 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26707150.000000 Penalty: 6048.786133
	Iteration 16Q: 3 clusters Score -2.670715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197611 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26707174.000000 Penalty: 6048.786133
	Iteration 17Q: 3 clusters Score -2.670717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197615 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26707178.000000 Penalty: 6048.786133
	Iteration 18Q: 3 clusters Score -2.670718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197615 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26707178.000000 Penalty: 6048.786133
	Iteration 19F: 3 clusters Score -2.670718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168279 members 
Entering Unmasked Estep 
Score: -22826880.000000 Penalty: 2984.277832
	Iteration 0F: 2 clusters Score -2.282688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -22716908.000000 Penalty: 5968.555664
	Iteration 0F: 3 clusters Score -2.271691e+07 nChanged 80621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -22764656.000000 Penalty: 5968.555664
	Iteration 1F: 3 clusters Score -2.276466e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -22766310.000000 Penalty: 5968.555664
	Iteration 2Q: 3 clusters Score -2.276631e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -22768974.000000 Penalty: 5968.555664
	Iteration 3Q: 3 clusters Score -2.276897e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -22773434.000000 Penalty: 5968.555664
	Iteration 4Q: 3 clusters Score -2.277343e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -22780258.000000 Penalty: 5968.555664
	Iteration 5F: 3 clusters Score -2.278026e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -22788984.000000 Penalty: 5968.555664
	Iteration 6F: 3 clusters Score -2.278898e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 134588 members 
Entering Unmasked Estep 
Score: -22797956.000000 Penalty: 5968.555664
	Iteration 7F: 3 clusters Score -2.279796e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 144546 members 
Entering Unmasked Estep 
Score: -22806446.000000 Penalty: 5968.555664
	Iteration 8F: 3 clusters Score -2.280645e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -22813266.000000 Penalty: 5968.555664
	Iteration 9Q: 3 clusters Score -2.281327e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -22817856.000000 Penalty: 5968.555664
	Iteration 10Q: 3 clusters Score -2.281786e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -22820446.000000 Penalty: 5968.555664
	Iteration 11Q: 3 clusters Score -2.282045e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -22821884.000000 Penalty: 5968.555664
	Iteration 12Q: 3 clusters Score -2.282188e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -22822732.000000 Penalty: 5968.555664
	Iteration 13Q: 3 clusters Score -2.282273e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -22823216.000000 Penalty: 5968.555664
	Iteration 14Q: 3 clusters Score -2.282322e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -22823588.000000 Penalty: 5968.555664
	Iteration 15Q: 3 clusters Score -2.282359e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -22823790.000000 Penalty: 5968.555664
	Iteration 16Q: 3 clusters Score -2.282379e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -22823952.000000 Penalty: 5968.555664
	Iteration 17Q: 3 clusters Score -2.282395e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 166947 members 
Entering Unmasked Estep 
Score: -22824040.000000 Penalty: 5968.555664
	Iteration 18Q: 3 clusters Score -2.282404e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 167044 members 
Entering Unmasked Estep 
Score: -22824100.000000 Penalty: 5968.555664
	Iteration 19Q: 3 clusters Score -2.28241e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -22824134.000000 Penalty: 5968.555664
	Iteration 20F: 3 clusters Score -2.282413e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 167172 members 
Entering Unmasked Estep 
Score: -22824150.000000 Penalty: 5968.555664
	Iteration 21Q: 3 clusters Score -2.282415e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -22824182.000000 Penalty: 5968.555664
	Iteration 22Q: 3 clusters Score -2.282418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -22824214.000000 Penalty: 5968.555664
	Iteration 23Q: 3 clusters Score -2.282421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -22824216.000000 Penalty: 5968.555664
	Iteration 24Q: 3 clusters Score -2.282422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -22824204.000000 Penalty: 5968.555664
	Iteration 25Q: 3 clusters Score -2.28242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -22824208.000000 Penalty: 5968.555664
	Iteration 26Q: 3 clusters Score -2.282421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -22824200.000000 Penalty: 5968.555664
	Iteration 27Q: 3 clusters Score -2.28242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -22824194.000000 Penalty: 5968.555664
	Iteration 28Q: 3 clusters Score -2.282419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 167337 members 
Entering Unmasked Estep 
Score: -22824212.000000 Penalty: 5968.555664
	Iteration 29Q: 3 clusters Score -2.282421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 167349 members 
Entering Unmasked Estep 
Score: -22824204.000000 Penalty: 5968.555664
	Iteration 30Q: 3 clusters Score -2.28242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -22824252.000000 Penalty: 5968.555664
	Iteration 31Q: 3 clusters Score -2.282425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 167371 members 
Entering Unmasked Estep 
Score: -22824252.000000 Penalty: 5968.555664
	Iteration 32Q: 3 clusters Score -2.282425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 167382 members 
Entering Unmasked Estep 
Score: -22824280.000000 Penalty: 5968.555664
	Iteration 33Q: 3 clusters Score -2.282428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 167392 members 
Entering Unmasked Estep 
Score: -22824262.000000 Penalty: 5968.555664
	Iteration 34Q: 3 clusters Score -2.282426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -22824264.000000 Penalty: 5968.555664
	Iteration 35Q: 3 clusters Score -2.282426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 167405 members 
Entering Unmasked Estep 
Score: -22824284.000000 Penalty: 5968.555664
	Iteration 36Q: 3 clusters Score -2.282428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -22824298.000000 Penalty: 5968.555664
	Iteration 37Q: 3 clusters Score -2.28243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -22824290.000000 Penalty: 5968.555664
	Iteration 38Q: 3 clusters Score -2.282429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 167420 members 
Entering Unmasked Estep 
Score: -22824288.000000 Penalty: 5968.555664
	Iteration 39Q: 3 clusters Score -2.282429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 167426 members 
Entering Unmasked Estep 
Score: -22824276.000000 Penalty: 5968.555664
	Iteration 40F: 3 clusters Score -2.282428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 167431 members 
Entering Unmasked Estep 
Score: -22824284.000000 Penalty: 5968.555664
	Iteration 41Q: 3 clusters Score -2.282428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 167433 members 
Entering Unmasked Estep 
Score: -22824298.000000 Penalty: 5968.555664
	Iteration 42Q: 3 clusters Score -2.28243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -22824294.000000 Penalty: 5968.555664
	Iteration 43Q: 3 clusters Score -2.282429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 167445 members 
Entering Unmasked Estep 
Score: -22824316.000000 Penalty: 5968.555664
	Iteration 44Q: 3 clusters Score -2.282432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 167448 members 
Entering Unmasked Estep 
Score: -22824322.000000 Penalty: 5968.555664
	Iteration 45Q: 3 clusters Score -2.282432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 167448 members 
Entering Unmasked Estep 
Score: -22824322.000000 Penalty: 5968.555664
	Iteration 46F: 3 clusters Score -2.282432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1512329.875000 Penalty: 2342.932373
	Iteration 0F: 2 clusters Score -1512330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1502921.750000 Penalty: 4685.864746
	Iteration 0F: 3 clusters Score -1502922 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1505968.750000 Penalty: 4685.864746
	Iteration 1F: 3 clusters Score -1505969 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1506597.125000 Penalty: 4685.864746
	Iteration 2F: 3 clusters Score -1506597 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1507212.250000 Penalty: 4685.864746
	Iteration 3F: 3 clusters Score -1507212 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1507811.500000 Penalty: 4685.864746
	Iteration 4F: 3 clusters Score -1507812 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1508445.125000 Penalty: 4685.864746
	Iteration 5F: 3 clusters Score -1508445 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1509106.625000 Penalty: 4685.864746
	Iteration 6F: 3 clusters Score -1509107 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1509652.625000 Penalty: 4685.864746
	Iteration 7F: 3 clusters Score -1509653 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1510124.000000 Penalty: 4685.864746
	Iteration 8Q: 3 clusters Score -1510124 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1510428.750000 Penalty: 4685.864746
	Iteration 9Q: 3 clusters Score -1510429 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1510626.750000 Penalty: 4685.864746
	Iteration 10Q: 3 clusters Score -1510627 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1510763.500000 Penalty: 4685.864746
	Iteration 11Q: 3 clusters Score -1510764 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1510837.125000 Penalty: 4685.864746
	Iteration 12Q: 3 clusters Score -1510837 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1510892.875000 Penalty: 4685.864746
	Iteration 13Q: 3 clusters Score -1510893 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1510932.625000 Penalty: 4685.864746
	Iteration 14Q: 3 clusters Score -1510933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1510967.125000 Penalty: 4685.864746
	Iteration 15Q: 3 clusters Score -1510967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1510991.000000 Penalty: 4685.864746
	Iteration 16Q: 3 clusters Score -1510991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1511008.125000 Penalty: 4685.864746
	Iteration 17Q: 3 clusters Score -1511008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1511019.875000 Penalty: 4685.864746
	Iteration 18Q: 3 clusters Score -1511020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1511038.750000 Penalty: 4685.864746
	Iteration 19Q: 3 clusters Score -1511039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1511053.500000 Penalty: 4685.864746
	Iteration 20F: 3 clusters Score -1511054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1511054.750000 Penalty: 4685.864746
	Iteration 21Q: 3 clusters Score -1511055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1511066.125000 Penalty: 4685.864746
	Iteration 22Q: 3 clusters Score -1511066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1511068.000000 Penalty: 4685.864746
	Iteration 23Q: 3 clusters Score -1511068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1511067.250000 Penalty: 4685.864746
	Iteration 24Q: 3 clusters Score -1511067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1511073.500000 Penalty: 4685.864746
	Iteration 25Q: 3 clusters Score -1511074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1511071.625000 Penalty: 4685.864746
	Iteration 26Q: 3 clusters Score -1511072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1511071.250000 Penalty: 4685.864746
	Iteration 27Q: 3 clusters Score -1511071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1511073.250000 Penalty: 4685.864746
	Iteration 28Q: 3 clusters Score -1511073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1511072.500000 Penalty: 4685.864746
	Iteration 29Q: 3 clusters Score -1511072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1511075.625000 Penalty: 4685.864746
	Iteration 30Q: 3 clusters Score -1511076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1511075.875000 Penalty: 4685.864746
	Iteration 31Q: 3 clusters Score -1511076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1511073.375000 Penalty: 4685.864746
	Iteration 32Q: 3 clusters Score -1511073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1511074.500000 Penalty: 4685.864746
	Iteration 33Q: 3 clusters Score -1511074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1511074.500000 Penalty: 4685.864746
	Iteration 34F: 3 clusters Score -1511074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Entering Unmasked Estep 
Score: -2410874.500000 Penalty: 2441.483643
	Iteration 0F: 2 clusters Score -2410874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2397614.500000 Penalty: 4882.967285
	Iteration 0F: 3 clusters Score -2397614 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2402183.500000 Penalty: 4882.967285
	Iteration 1F: 3 clusters Score -2402184 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2402807.250000 Penalty: 4882.967285
	Iteration 2F: 3 clusters Score -2402807 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2403443.500000 Penalty: 4882.967285
	Iteration 3F: 3 clusters Score -2403444 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2404110.000000 Penalty: 4882.967285
	Iteration 4F: 3 clusters Score -2404110 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2404836.000000 Penalty: 4882.967285
	Iteration 5F: 3 clusters Score -2404836 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2405608.250000 Penalty: 4882.967285
	Iteration 6F: 3 clusters Score -2405608 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2406242.500000 Penalty: 4882.967285
	Iteration 7F: 3 clusters Score -2406242 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2406819.750000 Penalty: 4882.967285
	Iteration 8Q: 3 clusters Score -2406820 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2407382.000000 Penalty: 4882.967285
	Iteration 9Q: 3 clusters Score -2407382 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2407953.000000 Penalty: 4882.967285
	Iteration 10Q: 3 clusters Score -2407953 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2408403.250000 Penalty: 4882.967285
	Iteration 11Q: 3 clusters Score -2408403 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2408730.000000 Penalty: 4882.967285
	Iteration 12Q: 3 clusters Score -2408730 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2408933.500000 Penalty: 4882.967285
	Iteration 13Q: 3 clusters Score -2408934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2409069.500000 Penalty: 4882.967285
	Iteration 14Q: 3 clusters Score -2409070 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2409164.250000 Penalty: 4882.967285
	Iteration 15Q: 3 clusters Score -2409164 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2409230.500000 Penalty: 4882.967285
	Iteration 16Q: 3 clusters Score -2409230 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2409283.750000 Penalty: 4882.967285
	Iteration 17Q: 3 clusters Score -2409284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2409325.000000 Penalty: 4882.967285
	Iteration 18Q: 3 clusters Score -2409325 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2409354.250000 Penalty: 4882.967285
	Iteration 19Q: 3 clusters Score -2409354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2409373.000000 Penalty: 4882.967285
	Iteration 20F: 3 clusters Score -2409373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2409388.250000 Penalty: 4882.967285
	Iteration 21Q: 3 clusters Score -2409388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2409404.500000 Penalty: 4882.967285
	Iteration 22Q: 3 clusters Score -2409404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2409413.750000 Penalty: 4882.967285
	Iteration 23Q: 3 clusters Score -2409414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2409429.250000 Penalty: 4882.967285
	Iteration 24Q: 3 clusters Score -2409429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2409432.000000 Penalty: 4882.967285
	Iteration 25Q: 3 clusters Score -2409432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2409432.250000 Penalty: 4882.967285
	Iteration 26Q: 3 clusters Score -2409432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2409439.750000 Penalty: 4882.967285
	Iteration 27Q: 3 clusters Score -2409440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2409442.500000 Penalty: 4882.967285
	Iteration 28Q: 3 clusters Score -2409442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2409448.250000 Penalty: 4882.967285
	Iteration 29Q: 3 clusters Score -2409448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2409451.500000 Penalty: 4882.967285
	Iteration 30Q: 3 clusters Score -2409452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2409452.250000 Penalty: 4882.967285
	Iteration 31Q: 3 clusters Score -2409452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2409451.250000 Penalty: 4882.967285
	Iteration 32Q: 3 clusters Score -2409451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2409450.750000 Penalty: 4882.967285
	Iteration 33Q: 3 clusters Score -2409451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2409463.750000 Penalty: 4882.967285
	Iteration 34Q: 3 clusters Score -2409464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2409465.750000 Penalty: 4882.967285
	Iteration 35Q: 3 clusters Score -2409466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2409465.500000 Penalty: 4882.967285
	Iteration 36Q: 3 clusters Score -2409466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2409465.000000 Penalty: 4882.967285
	Iteration 37Q: 3 clusters Score -2409465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2409465.750000 Penalty: 4882.967285
	Iteration 38Q: 3 clusters Score -2409466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2409464.750000 Penalty: 4882.967285
	Iteration 39Q: 3 clusters Score -2409465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2409463.000000 Penalty: 4882.967285
	Iteration 40F: 3 clusters Score -2409463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2409466.000000 Penalty: 4882.967285
	Iteration 41Q: 3 clusters Score -2409466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2409469.750000 Penalty: 4882.967285
	Iteration 42Q: 3 clusters Score -2409470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2409470.500000 Penalty: 4882.967285
	Iteration 43Q: 3 clusters Score -2409470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2409474.500000 Penalty: 4882.967285
	Iteration 44Q: 3 clusters Score -2409474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2409473.250000 Penalty: 4882.967285
	Iteration 45Q: 3 clusters Score -2409473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2409472.250000 Penalty: 4882.967285
	Iteration 46Q: 3 clusters Score -2409472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2409472.750000 Penalty: 4882.967285
	Iteration 47Q: 3 clusters Score -2409473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2409470.750000 Penalty: 4882.967285
	Iteration 48Q: 3 clusters Score -2409471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2409473.250000 Penalty: 4882.967285
	Iteration 49Q: 3 clusters Score -2409473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2409474.750000 Penalty: 4882.967285
	Iteration 50Q: 3 clusters Score -2409475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2409474.000000 Penalty: 4882.967285
	Iteration 51Q: 3 clusters Score -2409474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2409471.750000 Penalty: 4882.967285
	Iteration 52Q: 3 clusters Score -2409472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2409471.750000 Penalty: 4882.967285
	Iteration 53F: 3 clusters Score -2409472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -241181.265625 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -241181.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -238641.515625 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -238641.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239070.703125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -239070.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -239203.343750 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -239203.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239263.937500 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -239263.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -239322.171875 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -239322.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -239377.015625 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -239377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -239411.171875 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -239411.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -239443.656250 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -239443.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239478.375000 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -239478.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -239504.312500 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -239504.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239545.406250 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -239545.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239615.828125 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -239615.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -239685.484375 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -239685.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -239767.625000 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -239767.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -239871.171875 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -239871.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -239974.734375 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -239974.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -240092.062500 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -240092.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -240239.125000 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -240239.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -240362.609375 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -240362.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -240430.890625 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -240430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -240455.218750 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -240455.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -240477.046875 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -240477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -240490.515625 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -240490.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -240500.265625 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -240500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -240500.562500 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -240500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -240500.562500 Penalty: 3749.800049
	Iteration 25F: 3 clusters Score -240500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -97960.445312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -97960.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96186.617188 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -96186.62 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96808.718750 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -96808.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97172.703125 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -97172.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97430.078125 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -97430.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97683.554688 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -97683.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97886.390625 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -97886.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98027.140625 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -98027.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98078.843750 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -98078.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98235.250000 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -98235.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98518.109375 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -98518.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98592.531250 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -98592.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98765.539062 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -98765.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99138.703125 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -99138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99192.039062 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -99192.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99254.976562 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -99254.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99283.351562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -99283.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99283.351562 Penalty: 3347.384766
	Iteration 16F: 3 clusters Score -99283.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69281 members 
Mstep: Class 4 contains 93441 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108448 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197824 members 
Mstep: Class 10 contains 168279 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 453 members 
Entering Unmasked Estep 
Score: -126441000.000000 Penalty: 78551.085938
Splitting cluster 14 changes total score from -126441296.000000 to -126441000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (169130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Entering Unmasked Estep 
Score: -22856120.000000 Penalty: 2985.528809
	Iteration 0F: 2 clusters Score -2.285612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -22745114.000000 Penalty: 5971.057617
	Iteration 0F: 3 clusters Score -2.274511e+07 nChanged 81029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -22793166.000000 Penalty: 5971.057617
	Iteration 1F: 3 clusters Score -2.279317e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -22794646.000000 Penalty: 5971.057617
	Iteration 2Q: 3 clusters Score -2.279465e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -22796552.000000 Penalty: 5971.057617
	Iteration 3Q: 3 clusters Score -2.279655e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -22799282.000000 Penalty: 5971.057617
	Iteration 4Q: 3 clusters Score -2.279928e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -22803232.000000 Penalty: 5971.057617
	Iteration 5Q: 3 clusters Score -2.280323e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -22808852.000000 Penalty: 5971.057617
	Iteration 6F: 3 clusters Score -2.280885e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -22816290.000000 Penalty: 5971.057617
	Iteration 7F: 3 clusters Score -2.281629e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -22823762.000000 Penalty: 5971.057617
	Iteration 8F: 3 clusters Score -2.282376e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -22829004.000000 Penalty: 5971.057617
	Iteration 9F: 3 clusters Score -2.2829e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -22831414.000000 Penalty: 5971.057617
	Iteration 10Q: 3 clusters Score -2.283141e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -22832510.000000 Penalty: 5971.057617
	Iteration 11Q: 3 clusters Score -2.283251e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 87438 members 
Entering Unmasked Estep 
Score: -22833502.000000 Penalty: 5971.057617
	Iteration 12Q: 3 clusters Score -2.28335e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -22834504.000000 Penalty: 5971.057617
	Iteration 13Q: 3 clusters Score -2.28345e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -22835324.000000 Penalty: 5971.057617
	Iteration 14Q: 3 clusters Score -2.283532e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -22836078.000000 Penalty: 5971.057617
	Iteration 15Q: 3 clusters Score -2.283608e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -22836830.000000 Penalty: 5971.057617
	Iteration 16Q: 3 clusters Score -2.283683e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -22837694.000000 Penalty: 5971.057617
	Iteration 17Q: 3 clusters Score -2.283769e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -22838224.000000 Penalty: 5971.057617
	Iteration 18Q: 3 clusters Score -2.283822e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -22838896.000000 Penalty: 5971.057617
	Iteration 19Q: 3 clusters Score -2.28389e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 92333 members 
Entering Unmasked Estep 
Score: -22839648.000000 Penalty: 5971.057617
	Iteration 20F: 3 clusters Score -2.283965e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -22840228.000000 Penalty: 5971.057617
	Iteration 21Q: 3 clusters Score -2.284023e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -22840864.000000 Penalty: 5971.057617
	Iteration 22Q: 3 clusters Score -2.284086e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -22841448.000000 Penalty: 5971.057617
	Iteration 23Q: 3 clusters Score -2.284145e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -22841842.000000 Penalty: 5971.057617
	Iteration 24Q: 3 clusters Score -2.284184e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -22842206.000000 Penalty: 5971.057617
	Iteration 25Q: 3 clusters Score -2.284221e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -22842482.000000 Penalty: 5971.057617
	Iteration 26Q: 3 clusters Score -2.284248e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -22842674.000000 Penalty: 5971.057617
	Iteration 27Q: 3 clusters Score -2.284267e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -22842798.000000 Penalty: 5971.057617
	Iteration 28Q: 3 clusters Score -2.28428e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -22842986.000000 Penalty: 5971.057617
	Iteration 29Q: 3 clusters Score -2.284299e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -22843088.000000 Penalty: 5971.057617
	Iteration 30Q: 3 clusters Score -2.284309e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -22843254.000000 Penalty: 5971.057617
	Iteration 31Q: 3 clusters Score -2.284325e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 97970 members 
Entering Unmasked Estep 
Score: -22843320.000000 Penalty: 5971.057617
	Iteration 32Q: 3 clusters Score -2.284332e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -22843372.000000 Penalty: 5971.057617
	Iteration 33Q: 3 clusters Score -2.284337e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -22843422.000000 Penalty: 5971.057617
	Iteration 34Q: 3 clusters Score -2.284342e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -22843440.000000 Penalty: 5971.057617
	Iteration 35Q: 3 clusters Score -2.284344e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -22843426.000000 Penalty: 5971.057617
	Iteration 36Q: 3 clusters Score -2.284343e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -22843454.000000 Penalty: 5971.057617
	Iteration 37Q: 3 clusters Score -2.284345e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -22843514.000000 Penalty: 5971.057617
	Iteration 38Q: 3 clusters Score -2.284351e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -22843546.000000 Penalty: 5971.057617
	Iteration 39Q: 3 clusters Score -2.284355e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -22843582.000000 Penalty: 5971.057617
	Iteration 40F: 3 clusters Score -2.284358e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -22843612.000000 Penalty: 5971.057617
	Iteration 41Q: 3 clusters Score -2.284361e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -22843630.000000 Penalty: 5971.057617
	Iteration 42Q: 3 clusters Score -2.284363e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -22843630.000000 Penalty: 5971.057617
	Iteration 43Q: 3 clusters Score -2.284363e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -22843632.000000 Penalty: 5971.057617
	Iteration 44Q: 3 clusters Score -2.284363e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -22843664.000000 Penalty: 5971.057617
	Iteration 45Q: 3 clusters Score -2.284366e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -22843638.000000 Penalty: 5971.057617
	Iteration 46Q: 3 clusters Score -2.284364e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -22843638.000000 Penalty: 5971.057617
	Iteration 47Q: 3 clusters Score -2.284364e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -22843644.000000 Penalty: 5971.057617
	Iteration 48Q: 3 clusters Score -2.284364e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -22843656.000000 Penalty: 5971.057617
	Iteration 49Q: 3 clusters Score -2.284366e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -22843676.000000 Penalty: 5971.057617
	Iteration 50Q: 3 clusters Score -2.284368e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -22843652.000000 Penalty: 5971.057617
	Iteration 51Q: 3 clusters Score -2.284365e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -22843686.000000 Penalty: 5971.057617
	Iteration 52Q: 3 clusters Score -2.284369e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -22843688.000000 Penalty: 5971.057617
	Iteration 53Q: 3 clusters Score -2.284369e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -22843724.000000 Penalty: 5971.057617
	Iteration 54Q: 3 clusters Score -2.284372e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 102689 members 
Entering Unmasked Estep 
Score: -22843724.000000 Penalty: 5971.057617
	Iteration 55Q: 3 clusters Score -2.284372e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -22843760.000000 Penalty: 5971.057617
	Iteration 56Q: 3 clusters Score -2.284376e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -22843752.000000 Penalty: 5971.057617
	Iteration 57Q: 3 clusters Score -2.284375e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -22843776.000000 Penalty: 5971.057617
	Iteration 58Q: 3 clusters Score -2.284378e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.28438e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.284384e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.284385e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -22843826.000000 Penalty: 5971.057617
	Iteration 62Q: 3 clusters Score -2.284383e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -22843880.000000 Penalty: 5971.057617
	Iteration 63Q: 3 clusters Score -2.284388e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -22843848.000000 Penalty: 5971.057617
	Iteration 64Q: 3 clusters Score -2.284385e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.284386e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -22843828.000000 Penalty: 5971.057617
	Iteration 66Q: 3 clusters Score -2.284383e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -22843832.000000 Penalty: 5971.057617
	Iteration 67Q: 3 clusters Score -2.284383e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.284381e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -22843872.000000 Penalty: 5971.057617
	Iteration 69Q: 3 clusters Score -2.284387e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -22843812.000000 Penalty: 5971.057617
	Iteration 70Q: 3 clusters Score -2.284381e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.28438e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -22843814.000000 Penalty: 5971.057617
	Iteration 72Q: 3 clusters Score -2.284381e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.284385e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -22843870.000000 Penalty: 5971.057617
	Iteration 74Q: 3 clusters Score -2.284387e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.284386e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.284391e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -22843840.000000 Penalty: 5971.057617
	Iteration 77Q: 3 clusters Score -2.284384e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 107949 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.28439e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.284395e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -22844036.000000 Penalty: 5971.057617
	Iteration 80F: 3 clusters Score -2.284404e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -22844110.000000 Penalty: 5971.057617
	Iteration 81Q: 3 clusters Score -2.284411e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 110008 members 
Entering Unmasked Estep 
Score: -22844152.000000 Penalty: 5971.057617
	Iteration 82Q: 3 clusters Score -2.284415e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.284422e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.28443e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.28443e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 112423 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.284427e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.284429e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.284433e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.284451e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -22844616.000000 Penalty: 5971.057617
	Iteration 90Q: 3 clusters Score -2.284462e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 116118 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.284476e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.284496e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -22845042.000000 Penalty: 5971.057617
	Iteration 93Q: 3 clusters Score -2.284504e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 118655 members 
Entering Unmasked Estep 
Score: -22845072.000000 Penalty: 5971.057617
	Iteration 94Q: 3 clusters Score -2.284507e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 119533 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.284521e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
Score: -22845294.000000 Penalty: 5971.057617
	Iteration 96Q: 3 clusters Score -2.284529e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -22845480.000000 Penalty: 5971.057617
	Iteration 97Q: 3 clusters Score -2.284548e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.284566e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.284579e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -22845902.000000 Penalty: 5971.057617
	Iteration 100F: 3 clusters Score -2.28459e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.284606e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 126922 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.284626e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.284655e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 129306 members 
Entering Unmasked Estep 
Score: -22846848.000000 Penalty: 5971.057617
	Iteration 104Q: 3 clusters Score -2.284685e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 130544 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.284702e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -22847216.000000 Penalty: 5971.057617
	Iteration 106Q: 3 clusters Score -2.284722e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 133115 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.284742e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.284774e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 135847 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.28479e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 137288 members 
Entering Unmasked Estep 
Score: -22848126.000000 Penalty: 5971.057617
	Iteration 110Q: 3 clusters Score -2.284813e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 138733 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.28484e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.284865e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 141620 members 
Entering Unmasked Estep 
Score: -22848960.000000 Penalty: 5971.057617
	Iteration 113Q: 3 clusters Score -2.284896e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.28493e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 144674 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.28495e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.28498e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.285016e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.285056e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 150664 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.285094e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -22851310.000000 Penalty: 5971.057617
	Iteration 120F: 3 clusters Score -2.285131e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 153665 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.285166e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 155223 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.285211e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 156709 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.285245e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.285286e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.285335e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -22853574.000000 Penalty: 5971.057617
	Iteration 126Q: 3 clusters Score -2.285357e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.285384e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 162602 members 
Entering Unmasked Estep 
Score: -22854240.000000 Penalty: 5971.057617
	Iteration 128Q: 3 clusters Score -2.285424e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 163327 members 
Entering Unmasked Estep 
Score: -22854532.000000 Penalty: 5971.057617
	Iteration 129Q: 3 clusters Score -2.285453e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 163952 members 
Entering Unmasked Estep 
Score: -22854744.000000 Penalty: 5971.057617
	Iteration 130Q: 3 clusters Score -2.285474e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -22854982.000000 Penalty: 5971.057617
	Iteration 131Q: 3 clusters Score -2.285498e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -22855144.000000 Penalty: 5971.057617
	Iteration 132Q: 3 clusters Score -2.285514e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -22855222.000000 Penalty: 5971.057617
	Iteration 133Q: 3 clusters Score -2.285522e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 165231 members 
Entering Unmasked Estep 
Score: -22855292.000000 Penalty: 5971.057617
	Iteration 134Q: 3 clusters Score -2.285529e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -22855350.000000 Penalty: 5971.057617
	Iteration 135Q: 3 clusters Score -2.285535e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -22855392.000000 Penalty: 5971.057617
	Iteration 136Q: 3 clusters Score -2.285539e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 165595 members 
Entering Unmasked Estep 
Score: -22855404.000000 Penalty: 5971.057617
	Iteration 137Q: 3 clusters Score -2.28554e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -22855388.000000 Penalty: 5971.057617
	Iteration 138Q: 3 clusters Score -2.285539e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 165691 members 
Entering Unmasked Estep 
Score: -22855440.000000 Penalty: 5971.057617
	Iteration 139Q: 3 clusters Score -2.285544e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -22855468.000000 Penalty: 5971.057617
	Iteration 140F: 3 clusters Score -2.285547e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -22855462.000000 Penalty: 5971.057617
	Iteration 141Q: 3 clusters Score -2.285546e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -22855466.000000 Penalty: 5971.057617
	Iteration 142Q: 3 clusters Score -2.285547e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -22855442.000000 Penalty: 5971.057617
	Iteration 143Q: 3 clusters Score -2.285544e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -22855436.000000 Penalty: 5971.057617
	Iteration 144Q: 3 clusters Score -2.285544e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -22855466.000000 Penalty: 5971.057617
	Iteration 145Q: 3 clusters Score -2.285547e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -22855484.000000 Penalty: 5971.057617
	Iteration 146Q: 3 clusters Score -2.285548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -22855506.000000 Penalty: 5971.057617
	Iteration 147Q: 3 clusters Score -2.285551e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -22855528.000000 Penalty: 5971.057617
	Iteration 148Q: 3 clusters Score -2.285553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -22855500.000000 Penalty: 5971.057617
	Iteration 149Q: 3 clusters Score -2.28555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 165805 members 
Entering Unmasked Estep 
Score: -22855508.000000 Penalty: 5971.057617
	Iteration 150Q: 3 clusters Score -2.285551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -22855516.000000 Penalty: 5971.057617
	Iteration 151Q: 3 clusters Score -2.285552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -22855504.000000 Penalty: 5971.057617
	Iteration 152Q: 3 clusters Score -2.28555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 165792 members 
Entering Unmasked Estep 
Score: -22855520.000000 Penalty: 5971.057617
	Iteration 153Q: 3 clusters Score -2.285552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 165792 members 
Entering Unmasked Estep 
Score: -22855534.000000 Penalty: 5971.057617
	Iteration 154Q: 3 clusters Score -2.285553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -22855528.000000 Penalty: 5971.057617
	Iteration 155Q: 3 clusters Score -2.285553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 165791 members 
Entering Unmasked Estep 
Score: -22855542.000000 Penalty: 5971.057617
	Iteration 156Q: 3 clusters Score -2.285554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -22855546.000000 Penalty: 5971.057617
	Iteration 157Q: 3 clusters Score -2.285555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -22855552.000000 Penalty: 5971.057617
	Iteration 158Q: 3 clusters Score -2.285555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -22855542.000000 Penalty: 5971.057617
	Iteration 159Q: 3 clusters Score -2.285554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 165788 members 
Entering Unmasked Estep 
Score: -22855548.000000 Penalty: 5971.057617
	Iteration 160F: 3 clusters Score -2.285555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -22855544.000000 Penalty: 5971.057617
	Iteration 161Q: 3 clusters Score -2.285554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -22855542.000000 Penalty: 5971.057617
	Iteration 162Q: 3 clusters Score -2.285554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -22855540.000000 Penalty: 5971.057617
	Iteration 163Q: 3 clusters Score -2.285554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -22855550.000000 Penalty: 5971.057617
	Iteration 164Q: 3 clusters Score -2.285555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -22855552.000000 Penalty: 5971.057617
	Iteration 165Q: 3 clusters Score -2.285555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -22855552.000000 Penalty: 5971.057617
	Iteration 166Q: 3 clusters Score -2.285555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -22855544.000000 Penalty: 5971.057617
	Iteration 167Q: 3 clusters Score -2.285554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -22855552.000000 Penalty: 5971.057617
	Iteration 168Q: 3 clusters Score -2.285555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -22855564.000000 Penalty: 5971.057617
	Iteration 169Q: 3 clusters Score -2.285556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -22855572.000000 Penalty: 5971.057617
	Iteration 170Q: 3 clusters Score -2.285557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -22855574.000000 Penalty: 5971.057617
	Iteration 171Q: 3 clusters Score -2.285557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -22855572.000000 Penalty: 5971.057617
	Iteration 172Q: 3 clusters Score -2.285557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -22855562.000000 Penalty: 5971.057617
	Iteration 173Q: 3 clusters Score -2.285556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 165804 members 
Entering Unmasked Estep 
Score: -22855566.000000 Penalty: 5971.057617
	Iteration 174Q: 3 clusters Score -2.285557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -22855570.000000 Penalty: 5971.057617
	Iteration 175Q: 3 clusters Score -2.285557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -22855576.000000 Penalty: 5971.057617
	Iteration 176Q: 3 clusters Score -2.285558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -22855562.000000 Penalty: 5971.057617
	Iteration 177Q: 3 clusters Score -2.285556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 165804 members 
Entering Unmasked Estep 
Score: -22855556.000000 Penalty: 5971.057617
	Iteration 178Q: 3 clusters Score -2.285556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -22855558.000000 Penalty: 5971.057617
	Iteration 179Q: 3 clusters Score -2.285556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -22855556.000000 Penalty: 5971.057617
	Iteration 180F: 3 clusters Score -2.285556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 165805 members 
Entering Unmasked Estep 
Score: -22855566.000000 Penalty: 5971.057617
	Iteration 181Q: 3 clusters Score -2.285557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -22855570.000000 Penalty: 5971.057617
	Iteration 182Q: 3 clusters Score -2.285557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 165817 members 
Entering Unmasked Estep 
Score: -22855580.000000 Penalty: 5971.057617
	Iteration 183Q: 3 clusters Score -2.285558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -22855566.000000 Penalty: 5971.057617
	Iteration 184Q: 3 clusters Score -2.285557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -22855558.000000 Penalty: 5971.057617
	Iteration 185Q: 3 clusters Score -2.285556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -22855566.000000 Penalty: 5971.057617
	Iteration 186Q: 3 clusters Score -2.285557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 165826 members 
Entering Unmasked Estep 
Score: -22855574.000000 Penalty: 5971.057617
	Iteration 187Q: 3 clusters Score -2.285557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -22855566.000000 Penalty: 5971.057617
	Iteration 188Q: 3 clusters Score -2.285557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -22855560.000000 Penalty: 5971.057617
	Iteration 189Q: 3 clusters Score -2.285556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -22855552.000000 Penalty: 5971.057617
	Iteration 190Q: 3 clusters Score -2.285555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 165831 members 
Entering Unmasked Estep 
Score: -22855566.000000 Penalty: 5971.057617
	Iteration 191Q: 3 clusters Score -2.285557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -22855554.000000 Penalty: 5971.057617
	Iteration 192Q: 3 clusters Score -2.285555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -22855556.000000 Penalty: 5971.057617
	Iteration 193Q: 3 clusters Score -2.285556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 165837 members 
Entering Unmasked Estep 
Score: -22855550.000000 Penalty: 5971.057617
	Iteration 194Q: 3 clusters Score -2.285555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -22855544.000000 Penalty: 5971.057617
	Iteration 195Q: 3 clusters Score -2.285554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -22855564.000000 Penalty: 5971.057617
	Iteration 196Q: 3 clusters Score -2.285556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -22855562.000000 Penalty: 5971.057617
	Iteration 197Q: 3 clusters Score -2.285556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -22855588.000000 Penalty: 5971.057617
	Iteration 198Q: 3 clusters Score -2.285559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 165818 members 
Entering Unmasked Estep 
Score: -22855602.000000 Penalty: 5971.057617
	Iteration 199Q: 3 clusters Score -2.28556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 165816 members 
Entering Unmasked Estep 
Score: -22855608.000000 Penalty: 5971.057617
	Iteration 200F: 3 clusters Score -2.285561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 165812 members 
Entering Unmasked Estep 
Score: -22855616.000000 Penalty: 5971.057617
	Iteration 201Q: 3 clusters Score -2.285562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 165809 members 
Entering Unmasked Estep 
Score: -22855616.000000 Penalty: 5971.057617
	Iteration 202Q: 3 clusters Score -2.285562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -22855598.000000 Penalty: 5971.057617
	Iteration 203Q: 3 clusters Score -2.28556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -22855614.000000 Penalty: 5971.057617
	Iteration 204Q: 3 clusters Score -2.285561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -22855614.000000 Penalty: 5971.057617
	Iteration 205Q: 3 clusters Score -2.285561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 165767 members 
Entering Unmasked Estep 
Score: -22855612.000000 Penalty: 5971.057617
	Iteration 206Q: 3 clusters Score -2.285561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -22855608.000000 Penalty: 5971.057617
	Iteration 207Q: 3 clusters Score -2.285561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -22855590.000000 Penalty: 5971.057617
	Iteration 208Q: 3 clusters Score -2.285559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -22855582.000000 Penalty: 5971.057617
	Iteration 209Q: 3 clusters Score -2.285558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -22855594.000000 Penalty: 5971.057617
	Iteration 210Q: 3 clusters Score -2.285559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -22855604.000000 Penalty: 5971.057617
	Iteration 211Q: 3 clusters Score -2.28556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -22855612.000000 Penalty: 5971.057617
	Iteration 212Q: 3 clusters Score -2.285561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 165749 members 
Entering Unmasked Estep 
Score: -22855604.000000 Penalty: 5971.057617
	Iteration 213Q: 3 clusters Score -2.28556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -22855586.000000 Penalty: 5971.057617
	Iteration 214Q: 3 clusters Score -2.285559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 165744 members 
Entering Unmasked Estep 
Score: -22855590.000000 Penalty: 5971.057617
	Iteration 215Q: 3 clusters Score -2.285559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -22855598.000000 Penalty: 5971.057617
	Iteration 216Q: 3 clusters Score -2.28556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 165757 members 
Entering Unmasked Estep 
Score: -22855622.000000 Penalty: 5971.057617
	Iteration 217Q: 3 clusters Score -2.285562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -22855628.000000 Penalty: 5971.057617
	Iteration 218Q: 3 clusters Score -2.285563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -22855638.000000 Penalty: 5971.057617
	Iteration 219Q: 3 clusters Score -2.285564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -22855640.000000 Penalty: 5971.057617
	Iteration 220F: 3 clusters Score -2.285564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 165762 members 
Entering Unmasked Estep 
Score: -22855638.000000 Penalty: 5971.057617
	Iteration 221Q: 3 clusters Score -2.285564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 165762 members 
Entering Unmasked Estep 
Score: -22855638.000000 Penalty: 5971.057617
	Iteration 222F: 3 clusters Score -2.285564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Entering Unmasked Estep 
Score: -2817325.500000 Penalty: 2476.958740
	Iteration 0F: 2 clusters Score -2817326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2802194.250000 Penalty: 4953.917480
	Iteration 0F: 3 clusters Score -2802194 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2807410.750000 Penalty: 4953.917480
	Iteration 1F: 3 clusters Score -2807411 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2807934.000000 Penalty: 4953.917480
	Iteration 2F: 3 clusters Score -2807934 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2808443.000000 Penalty: 4953.917480
	Iteration 3F: 3 clusters Score -2808443 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2808955.250000 Penalty: 4953.917480
	Iteration 4Q: 3 clusters Score -2808955 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2809452.500000 Penalty: 4953.917480
	Iteration 5Q: 3 clusters Score -2809452 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2809979.500000 Penalty: 4953.917480
	Iteration 6Q: 3 clusters Score -2809980 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2810540.000000 Penalty: 4953.917480
	Iteration 7F: 3 clusters Score -2810540 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2811177.000000 Penalty: 4953.917480
	Iteration 8Q: 3 clusters Score -2811177 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2811938.500000 Penalty: 4953.917480
	Iteration 9F: 3 clusters Score -2811938 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2812824.000000 Penalty: 4953.917480
	Iteration 10F: 3 clusters Score -2812824 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2813713.250000 Penalty: 4953.917480
	Iteration 11Q: 3 clusters Score -2813713 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2814349.750000 Penalty: 4953.917480
	Iteration 12Q: 3 clusters Score -2814350 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2814763.750000 Penalty: 4953.917480
	Iteration 13Q: 3 clusters Score -2814764 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2815029.750000 Penalty: 4953.917480
	Iteration 14Q: 3 clusters Score -2815030 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2815197.250000 Penalty: 4953.917480
	Iteration 15Q: 3 clusters Score -2815197 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2815346.000000 Penalty: 4953.917480
	Iteration 16Q: 3 clusters Score -2815346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2815463.750000 Penalty: 4953.917480
	Iteration 17Q: 3 clusters Score -2815464 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2815569.500000 Penalty: 4953.917480
	Iteration 18Q: 3 clusters Score -2815570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2815640.750000 Penalty: 4953.917480
	Iteration 19Q: 3 clusters Score -2815641 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2815699.750000 Penalty: 4953.917480
	Iteration 20F: 3 clusters Score -2815700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2815747.000000 Penalty: 4953.917480
	Iteration 21Q: 3 clusters Score -2815747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2815781.000000 Penalty: 4953.917480
	Iteration 22Q: 3 clusters Score -2815781 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2815821.250000 Penalty: 4953.917480
	Iteration 23Q: 3 clusters Score -2815821 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2815860.750000 Penalty: 4953.917480
	Iteration 24Q: 3 clusters Score -2815861 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2815893.500000 Penalty: 4953.917480
	Iteration 25Q: 3 clusters Score -2815894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2815915.500000 Penalty: 4953.917480
	Iteration 26Q: 3 clusters Score -2815916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2815920.750000 Penalty: 4953.917480
	Iteration 27Q: 3 clusters Score -2815921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2815932.250000 Penalty: 4953.917480
	Iteration 28Q: 3 clusters Score -2815932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2815938.750000 Penalty: 4953.917480
	Iteration 29Q: 3 clusters Score -2815939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2815950.500000 Penalty: 4953.917480
	Iteration 30Q: 3 clusters Score -2815950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2815954.250000 Penalty: 4953.917480
	Iteration 31Q: 3 clusters Score -2815954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2815957.000000 Penalty: 4953.917480
	Iteration 32Q: 3 clusters Score -2815957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2815965.000000 Penalty: 4953.917480
	Iteration 33Q: 3 clusters Score -2815965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2815967.500000 Penalty: 4953.917480
	Iteration 34Q: 3 clusters Score -2815968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2815966.500000 Penalty: 4953.917480
	Iteration 35Q: 3 clusters Score -2815966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2815980.000000 Penalty: 4953.917480
	Iteration 36Q: 3 clusters Score -2815980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2815980.000000 Penalty: 4953.917480
	Iteration 37Q: 3 clusters Score -2815980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2815984.000000 Penalty: 4953.917480
	Iteration 38Q: 3 clusters Score -2815984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2815982.250000 Penalty: 4953.917480
	Iteration 39Q: 3 clusters Score -2815982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2815979.000000 Penalty: 4953.917480
	Iteration 40F: 3 clusters Score -2815979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2815981.750000 Penalty: 4953.917480
	Iteration 41Q: 3 clusters Score -2815982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2815979.750000 Penalty: 4953.917480
	Iteration 42Q: 3 clusters Score -2815980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2815985.000000 Penalty: 4953.917480
	Iteration 43Q: 3 clusters Score -2815985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2815985.250000 Penalty: 4953.917480
	Iteration 44Q: 3 clusters Score -2815985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2815989.000000 Penalty: 4953.917480
	Iteration 45Q: 3 clusters Score -2815989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2815986.000000 Penalty: 4953.917480
	Iteration 46Q: 3 clusters Score -2815986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2815987.500000 Penalty: 4953.917480
	Iteration 47Q: 3 clusters Score -2815988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2815987.500000 Penalty: 4953.917480
	Iteration 48F: 3 clusters Score -2815988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -729490.562500 Penalty: 2130.291748
	Iteration 0F: 2 clusters Score -729490.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -724705.437500 Penalty: 4260.583496
	Iteration 0F: 3 clusters Score -724705.4 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -725850.250000 Penalty: 4260.583496
	Iteration 1F: 3 clusters Score -725850.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -726048.125000 Penalty: 4260.583496
	Iteration 2F: 3 clusters Score -726048.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -726164.062500 Penalty: 4260.583496
	Iteration 3Q: 3 clusters Score -726164.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -726251.062500 Penalty: 4260.583496
	Iteration 4Q: 3 clusters Score -726251.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -726324.375000 Penalty: 4260.583496
	Iteration 5Q: 3 clusters Score -726324.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -726392.250000 Penalty: 4260.583496
	Iteration 6Q: 3 clusters Score -726392.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -726444.812500 Penalty: 4260.583496
	Iteration 7Q: 3 clusters Score -726444.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -726484.000000 Penalty: 4260.583496
	Iteration 8Q: 3 clusters Score -726484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -726522.875000 Penalty: 4260.583496
	Iteration 9Q: 3 clusters Score -726522.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -726553.562500 Penalty: 4260.583496
	Iteration 10Q: 3 clusters Score -726553.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -726591.500000 Penalty: 4260.583496
	Iteration 11Q: 3 clusters Score -726591.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -726619.687500 Penalty: 4260.583496
	Iteration 12Q: 3 clusters Score -726619.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -726646.312500 Penalty: 4260.583496
	Iteration 13Q: 3 clusters Score -726646.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -726678.437500 Penalty: 4260.583496
	Iteration 14Q: 3 clusters Score -726678.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -726716.687500 Penalty: 4260.583496
	Iteration 15Q: 3 clusters Score -726716.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -726756.937500 Penalty: 4260.583496
	Iteration 16Q: 3 clusters Score -726756.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -726794.500000 Penalty: 4260.583496
	Iteration 17Q: 3 clusters Score -726794.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -726836.375000 Penalty: 4260.583496
	Iteration 18Q: 3 clusters Score -726836.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -726875.562500 Penalty: 4260.583496
	Iteration 19Q: 3 clusters Score -726875.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -726922.312500 Penalty: 4260.583496
	Iteration 20F: 3 clusters Score -726922.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -726966.437500 Penalty: 4260.583496
	Iteration 21Q: 3 clusters Score -726966.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -727011.125000 Penalty: 4260.583496
	Iteration 22Q: 3 clusters Score -727011.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -727061.125000 Penalty: 4260.583496
	Iteration 23Q: 3 clusters Score -727061.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -727108.437500 Penalty: 4260.583496
	Iteration 24Q: 3 clusters Score -727108.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -727161.187500 Penalty: 4260.583496
	Iteration 25Q: 3 clusters Score -727161.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -727210.812500 Penalty: 4260.583496
	Iteration 26Q: 3 clusters Score -727210.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -727257.937500 Penalty: 4260.583496
	Iteration 27Q: 3 clusters Score -727257.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -727301.562500 Penalty: 4260.583496
	Iteration 28Q: 3 clusters Score -727301.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -727349.812500 Penalty: 4260.583496
	Iteration 29Q: 3 clusters Score -727349.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -727393.250000 Penalty: 4260.583496
	Iteration 30Q: 3 clusters Score -727393.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -727429.687500 Penalty: 4260.583496
	Iteration 31Q: 3 clusters Score -727429.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -727465.687500 Penalty: 4260.583496
	Iteration 32Q: 3 clusters Score -727465.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -727485.937500 Penalty: 4260.583496
	Iteration 33Q: 3 clusters Score -727485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -727501.875000 Penalty: 4260.583496
	Iteration 34Q: 3 clusters Score -727501.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -727521.062500 Penalty: 4260.583496
	Iteration 35Q: 3 clusters Score -727521.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -727533.562500 Penalty: 4260.583496
	Iteration 36Q: 3 clusters Score -727533.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -727545.250000 Penalty: 4260.583496
	Iteration 37Q: 3 clusters Score -727545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -727558.125000 Penalty: 4260.583496
	Iteration 38Q: 3 clusters Score -727558.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -727571.312500 Penalty: 4260.583496
	Iteration 39Q: 3 clusters Score -727571.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -727581.375000 Penalty: 4260.583496
	Iteration 40F: 3 clusters Score -727581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -727585.500000 Penalty: 4260.583496
	Iteration 41Q: 3 clusters Score -727585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -727588.125000 Penalty: 4260.583496
	Iteration 42Q: 3 clusters Score -727588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -727588.625000 Penalty: 4260.583496
	Iteration 43Q: 3 clusters Score -727588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -727589.437500 Penalty: 4260.583496
	Iteration 44Q: 3 clusters Score -727589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -727589.437500 Penalty: 4260.583496
	Iteration 45F: 3 clusters Score -727589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -44390.417969 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -44390.42 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 166 members 
Entering Unmasked Estep 
Score: -43015.574219 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -43015.57 nChanged 47
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: -43137.968750 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -43137.97 nChanged 14
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: -43179.671875 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -43179.67 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: -43188.117188 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -43188.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43190.554688 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -43190.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43190.554688 Penalty: 2904.115723
	Iteration 5F: 3 clusters Score -43190.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Entering Unmasked Estep 
Score: -3107930.000000 Penalty: 2486.747559
	Iteration 0F: 2 clusters Score -3107930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3092247.500000 Penalty: 4973.495117
	Iteration 0F: 3 clusters Score -3092248 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3097672.250000 Penalty: 4973.495117
	Iteration 1F: 3 clusters Score -3097672 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3098051.500000 Penalty: 4973.495117
	Iteration 2F: 3 clusters Score -3098052 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3098347.500000 Penalty: 4973.495117
	Iteration 3Q: 3 clusters Score -3098348 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3098640.000000 Penalty: 4973.495117
	Iteration 4Q: 3 clusters Score -3098640 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3098899.000000 Penalty: 4973.495117
	Iteration 5Q: 3 clusters Score -3098899 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3099122.500000 Penalty: 4973.495117
	Iteration 6Q: 3 clusters Score -3099122 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3099410.000000 Penalty: 4973.495117
	Iteration 7Q: 3 clusters Score -3099410 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3099795.500000 Penalty: 4973.495117
	Iteration 8Q: 3 clusters Score -3099796 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3100315.250000 Penalty: 4973.495117
	Iteration 9Q: 3 clusters Score -3100315 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3100982.750000 Penalty: 4973.495117
	Iteration 10Q: 3 clusters Score -3100983 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3101808.750000 Penalty: 4973.495117
	Iteration 11F: 3 clusters Score -3101809 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3102638.000000 Penalty: 4973.495117
	Iteration 12Q: 3 clusters Score -3102638 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3103354.750000 Penalty: 4973.495117
	Iteration 13Q: 3 clusters Score -3103355 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3103866.500000 Penalty: 4973.495117
	Iteration 14Q: 3 clusters Score -3103866 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3104270.000000 Penalty: 4973.495117
	Iteration 15Q: 3 clusters Score -3104270 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3104541.500000 Penalty: 4973.495117
	Iteration 16Q: 3 clusters Score -3104542 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3104726.500000 Penalty: 4973.495117
	Iteration 17Q: 3 clusters Score -3104726 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3104858.000000 Penalty: 4973.495117
	Iteration 18Q: 3 clusters Score -3104858 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3104996.000000 Penalty: 4973.495117
	Iteration 19Q: 3 clusters Score -3104996 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3105125.000000 Penalty: 4973.495117
	Iteration 20F: 3 clusters Score -3105125 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3105222.750000 Penalty: 4973.495117
	Iteration 21Q: 3 clusters Score -3105223 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3105307.750000 Penalty: 4973.495117
	Iteration 22Q: 3 clusters Score -3105308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3105380.500000 Penalty: 4973.495117
	Iteration 23Q: 3 clusters Score -3105380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3105443.750000 Penalty: 4973.495117
	Iteration 24Q: 3 clusters Score -3105444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3105505.500000 Penalty: 4973.495117
	Iteration 25Q: 3 clusters Score -3105506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3105543.000000 Penalty: 4973.495117
	Iteration 26Q: 3 clusters Score -3105543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3105564.500000 Penalty: 4973.495117
	Iteration 27Q: 3 clusters Score -3105564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3105591.500000 Penalty: 4973.495117
	Iteration 28Q: 3 clusters Score -3105592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3105608.250000 Penalty: 4973.495117
	Iteration 29Q: 3 clusters Score -3105608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3105624.750000 Penalty: 4973.495117
	Iteration 30Q: 3 clusters Score -3105625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3105644.750000 Penalty: 4973.495117
	Iteration 31Q: 3 clusters Score -3105645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3105661.500000 Penalty: 4973.495117
	Iteration 32Q: 3 clusters Score -3105662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3105677.000000 Penalty: 4973.495117
	Iteration 33Q: 3 clusters Score -3105677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3105678.250000 Penalty: 4973.495117
	Iteration 34Q: 3 clusters Score -3105678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3105685.000000 Penalty: 4973.495117
	Iteration 35Q: 3 clusters Score -3105685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3105702.500000 Penalty: 4973.495117
	Iteration 36Q: 3 clusters Score -3105702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3105707.250000 Penalty: 4973.495117
	Iteration 37Q: 3 clusters Score -3105707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3105705.750000 Penalty: 4973.495117
	Iteration 38Q: 3 clusters Score -3105706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3105708.750000 Penalty: 4973.495117
	Iteration 39Q: 3 clusters Score -3105709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3105720.250000 Penalty: 4973.495117
	Iteration 40F: 3 clusters Score -3105720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3105729.750000 Penalty: 4973.495117
	Iteration 41Q: 3 clusters Score -3105730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3105740.500000 Penalty: 4973.495117
	Iteration 42Q: 3 clusters Score -3105740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3105749.500000 Penalty: 4973.495117
	Iteration 43Q: 3 clusters Score -3105750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3105756.250000 Penalty: 4973.495117
	Iteration 44Q: 3 clusters Score -3105756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3105755.750000 Penalty: 4973.495117
	Iteration 45Q: 3 clusters Score -3105756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3105765.000000 Penalty: 4973.495117
	Iteration 46Q: 3 clusters Score -3105765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3105769.000000 Penalty: 4973.495117
	Iteration 47Q: 3 clusters Score -3105769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3105771.750000 Penalty: 4973.495117
	Iteration 48Q: 3 clusters Score -3105772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3105769.250000 Penalty: 4973.495117
	Iteration 49Q: 3 clusters Score -3105769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3105771.250000 Penalty: 4973.495117
	Iteration 50Q: 3 clusters Score -3105771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3105769.500000 Penalty: 4973.495117
	Iteration 51Q: 3 clusters Score -3105770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3105771.500000 Penalty: 4973.495117
	Iteration 52Q: 3 clusters Score -3105772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3105775.750000 Penalty: 4973.495117
	Iteration 53Q: 3 clusters Score -3105776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3105775.750000 Penalty: 4973.495117
	Iteration 54Q: 3 clusters Score -3105776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3105778.250000 Penalty: 4973.495117
	Iteration 55Q: 3 clusters Score -3105778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3105779.000000 Penalty: 4973.495117
	Iteration 56Q: 3 clusters Score -3105779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3105779.750000 Penalty: 4973.495117
	Iteration 57Q: 3 clusters Score -3105780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3105784.250000 Penalty: 4973.495117
	Iteration 58Q: 3 clusters Score -3105784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3105780.250000 Penalty: 4973.495117
	Iteration 59Q: 3 clusters Score -3105780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3105785.000000 Penalty: 4973.495117
	Iteration 60F: 3 clusters Score -3105785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3105780.750000 Penalty: 4973.495117
	Iteration 61Q: 3 clusters Score -3105781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3105784.750000 Penalty: 4973.495117
	Iteration 62Q: 3 clusters Score -3105785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3105785.000000 Penalty: 4973.495117
	Iteration 63Q: 3 clusters Score -3105785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3105786.250000 Penalty: 4973.495117
	Iteration 64Q: 3 clusters Score -3105786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3105792.000000 Penalty: 4973.495117
	Iteration 65Q: 3 clusters Score -3105792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3105791.750000 Penalty: 4973.495117
	Iteration 66Q: 3 clusters Score -3105792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3105794.000000 Penalty: 4973.495117
	Iteration 67Q: 3 clusters Score -3105794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3105796.250000 Penalty: 4973.495117
	Iteration 68Q: 3 clusters Score -3105796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3105799.000000 Penalty: 4973.495117
	Iteration 69Q: 3 clusters Score -3105799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3105799.000000 Penalty: 4973.495117
	Iteration 70F: 3 clusters Score -3105799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24234.732422 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24234.73 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 123 members 
Entering Unmasked Estep 
Score: -23168.376953 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23168.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23638.402344 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23638.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24226.412109 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -24226.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24395.857422 Penalty: 2761.898926
	Iteration 3F: 3 clusters Score -24395.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24577.662109 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -24577.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24611.679688 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -24611.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24611.679688 Penalty: 2761.898926
	Iteration 6F: 3 clusters Score -24611.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69281 members 
Mstep: Class 4 contains 93441 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108448 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197824 members 
Mstep: Class 10 contains 168279 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 118 members 
Entering Unmasked Estep 
Score: -126439672.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126441296.000000 to -126439672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -130136.390625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -130136.4 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 572 members 
Entering Unmasked Estep 
Score: -128122.085938 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -128122.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128679.273438 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -128679.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129146.414062 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -129146.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129748.273438 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -129748.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130206.992188 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -130207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -130483.757812 Penalty: 3487.305420
	Iteration 5F: 3 clusters Score -130483.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130755.023438 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -130755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130890.671875 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -130890.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131109.859375 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -131109.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131261.593750 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -131261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131572.578125 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -131572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131602.265625 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -131602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131602.265625 Penalty: 3487.305420
	Iteration 12F: 3 clusters Score -131602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69281 members 
Mstep: Class 4 contains 93441 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108448 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197824 members 
Mstep: Class 10 contains 168279 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 650 members 
Entering Unmasked Estep 
Score: -126441224.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126441296.000000 to -126441224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43211.781250 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -43211.78 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 212 members 
Entering Unmasked Estep 
Score: -41968.953125 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41968.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42307.960938 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -42307.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42468.546875 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -42468.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42594.230469 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -42594.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42681.078125 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42681.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42729.210938 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42729.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42764.843750 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42764.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42810.933594 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42810.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42843.925781 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42843.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42907.679688 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -42907.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42949.273438 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -42949.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42969.992188 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -42969.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42982.144531 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -42982.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42982.144531 Penalty: 2985.222168
	Iteration 13F: 3 clusters Score -42982.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69281 members 
Mstep: Class 4 contains 93441 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108448 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197824 members 
Mstep: Class 10 contains 168279 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 239Q: 23 clusters Score -1.264414e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69279 members 
Mstep: Class 4 contains 93439 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108452 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197826 members 
Mstep: Class 10 contains 168280 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169127 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441264.000000 Penalty: 75135.828125
Iteration 240F: 23 clusters Score -1.264413e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69279 members 
Mstep: Class 4 contains 93438 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108455 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197826 members 
Mstep: Class 10 contains 168280 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169125 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441248.000000 Penalty: 75135.828125
Iteration 241Q: 23 clusters Score -1.264412e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69280 members 
Mstep: Class 4 contains 93438 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108459 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197821 members 
Mstep: Class 10 contains 168282 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169123 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441264.000000 Penalty: 75135.828125
Iteration 242Q: 23 clusters Score -1.264413e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69280 members 
Mstep: Class 4 contains 93437 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108463 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168284 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169122 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 243Q: 23 clusters Score -1.264413e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69280 members 
Mstep: Class 4 contains 93435 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108466 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197814 members 
Mstep: Class 10 contains 168286 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169125 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5375 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441264.000000 Penalty: 75135.828125
Iteration 244Q: 23 clusters Score -1.264413e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69280 members 
Mstep: Class 4 contains 93436 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108469 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197813 members 
Mstep: Class 10 contains 168283 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169124 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5374 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441296.000000 Penalty: 75135.828125
Iteration 245Q: 23 clusters Score -1.264413e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69279 members 
Mstep: Class 4 contains 93436 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108468 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197814 members 
Mstep: Class 10 contains 168283 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169124 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5374 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 246Q: 23 clusters Score -1.264413e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 93437 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108469 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197817 members 
Mstep: Class 10 contains 168281 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169127 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441328.000000 Penalty: 75135.828125
Iteration 247Q: 23 clusters Score -1.264413e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69276 members 
Mstep: Class 4 contains 93435 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108468 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 197819 members 
Mstep: Class 10 contains 168280 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169131 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5371 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441312.000000 Penalty: 75135.828125
Iteration 248Q: 23 clusters Score -1.264413e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 93432 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108470 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168280 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169132 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441304.000000 Penalty: 75135.828125
Iteration 249Q: 23 clusters Score -1.264413e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 93432 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108472 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 197817 members 
Mstep: Class 10 contains 168277 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169133 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 250Q: 23 clusters Score -1.264413e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 93431 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108473 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197819 members 
Mstep: Class 10 contains 168277 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169132 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441272.000000 Penalty: 75135.828125
Iteration 251Q: 23 clusters Score -1.264413e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69278 members 
Mstep: Class 4 contains 93429 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108476 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197820 members 
Mstep: Class 10 contains 168276 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441232.000000 Penalty: 75135.828125
Iteration 252Q: 23 clusters Score -1.264412e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 93427 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108479 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197822 members 
Mstep: Class 10 contains 168274 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441272.000000 Penalty: 75135.828125
Iteration 253Q: 23 clusters Score -1.264413e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69276 members 
Mstep: Class 4 contains 93423 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108480 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197826 members 
Mstep: Class 10 contains 168271 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169133 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441280.000000 Penalty: 75135.828125
Iteration 254Q: 23 clusters Score -1.264413e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69275 members 
Mstep: Class 4 contains 93422 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108481 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197830 members 
Mstep: Class 10 contains 168271 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169130 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441248.000000 Penalty: 75135.828125
Iteration 255Q: 23 clusters Score -1.264412e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69273 members 
Mstep: Class 4 contains 93420 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108480 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168270 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169135 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441264.000000 Penalty: 75135.828125
Iteration 256Q: 23 clusters Score -1.264413e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69274 members 
Mstep: Class 4 contains 93419 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108480 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197832 members 
Mstep: Class 10 contains 168270 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169135 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441280.000000 Penalty: 75135.828125
Iteration 257Q: 23 clusters Score -1.264413e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 69275 members 
Mstep: Class 4 contains 93416 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 108478 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197835 members 
Mstep: Class 10 contains 168272 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18857 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169136 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5369 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441248.000000 Penalty: 75135.828125
Iteration 258Q: 23 clusters Score -1.264412e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 93415 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108478 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197837 members 
Mstep: Class 10 contains 168271 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169136 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 259Q: 23 clusters Score -1.264413e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69275 members 
Mstep: Class 4 contains 93413 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108479 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197839 members 
Mstep: Class 10 contains 168271 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169136 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441328.000000 Penalty: 75135.828125
Iteration 260F: 23 clusters Score -1.264413e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69269 members 
Mstep: Class 4 contains 93413 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 108479 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197838 members 
Mstep: Class 10 contains 168276 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169134 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 261Q: 23 clusters Score -1.264414e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69266 members 
Mstep: Class 4 contains 93412 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 27656 members 
Mstep: Class 7 contains 108478 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197842 members 
Mstep: Class 10 contains 168277 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169139 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441384.000000 Penalty: 75135.828125
Iteration 262Q: 23 clusters Score -1.264414e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69265 members 
Mstep: Class 4 contains 93407 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 27655 members 
Mstep: Class 7 contains 108483 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197842 members 
Mstep: Class 10 contains 168281 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169139 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 263Q: 23 clusters Score -1.264413e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69266 members 
Mstep: Class 4 contains 93408 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108486 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197840 members 
Mstep: Class 10 contains 168282 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169140 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 264Q: 23 clusters Score -1.264413e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69266 members 
Mstep: Class 4 contains 93407 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108488 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197833 members 
Mstep: Class 10 contains 168287 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169144 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 265Q: 23 clusters Score -1.264413e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69261 members 
Mstep: Class 4 contains 93406 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108493 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168290 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169148 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 5359 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441296.000000 Penalty: 75135.828125
Iteration 266Q: 23 clusters Score -1.264413e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69258 members 
Mstep: Class 4 contains 93404 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108495 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197828 members 
Mstep: Class 10 contains 168296 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169150 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441312.000000 Penalty: 75135.828125
Iteration 267Q: 23 clusters Score -1.264413e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69261 members 
Mstep: Class 4 contains 93402 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108499 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197819 members 
Mstep: Class 10 contains 168302 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169151 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441240.000000 Penalty: 75135.828125
Iteration 268Q: 23 clusters Score -1.264412e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69261 members 
Mstep: Class 4 contains 93398 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108499 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197819 members 
Mstep: Class 10 contains 168308 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169153 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 269Q: 23 clusters Score -1.264413e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69262 members 
Mstep: Class 4 contains 93393 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108501 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197824 members 
Mstep: Class 10 contains 168310 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169152 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22637 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441384.000000 Penalty: 75135.828125
Iteration 270Q: 23 clusters Score -1.264414e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69263 members 
Mstep: Class 4 contains 93388 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108503 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197826 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169155 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441320.000000 Penalty: 75135.828125
Iteration 271Q: 23 clusters Score -1.264413e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69262 members 
Mstep: Class 4 contains 93387 members 
Mstep: Class 5 contains 7495 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108505 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197829 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18855 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169155 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 272Q: 23 clusters Score -1.264414e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 93388 members 
Mstep: Class 5 contains 7494 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108509 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197831 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169152 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 273Q: 23 clusters Score -1.264414e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24108 members 
Mstep: Class 3 contains 69258 members 
Mstep: Class 4 contains 93389 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108519 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197828 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169146 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 274Q: 23 clusters Score -1.264414e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69256 members 
Mstep: Class 4 contains 93387 members 
Mstep: Class 5 contains 7492 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108526 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197825 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169146 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 275Q: 23 clusters Score -1.264413e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69258 members 
Mstep: Class 4 contains 93385 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108536 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197821 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169144 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441304.000000 Penalty: 75135.828125
Iteration 276Q: 23 clusters Score -1.264413e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69256 members 
Mstep: Class 4 contains 93382 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108541 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197820 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169145 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 277Q: 23 clusters Score -1.264413e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69254 members 
Mstep: Class 4 contains 93378 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108545 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197820 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169145 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 278Q: 23 clusters Score -1.264413e+08 nChanged 15
Entering ConstructFrom: 
Score: -126441336.000000 Penalty: 75135.828125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103851.882812 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101971.453125 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -101971.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102325.007812 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102541.445312 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102541.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102714.679688 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -102714.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102803.617188 Penalty: 3427.732422
	Iteration 4F: 3 clusters Score -102803.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102867.210938 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -102867.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102935.414062 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -102935.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103007.570312 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -103007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103058.078125 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -103058.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -103091.046875 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -103091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103126.921875 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -103126.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -103152.046875 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -103152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103169.726562 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -103169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103194.070312 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -103194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103216.156250 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -103216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -103248.101562 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -103248.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103276.679688 Penalty: 3427.732422
	Iteration 16Q: 3 clusters Score -103276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -103287.820312 Penalty: 3427.732422
	Iteration 17Q: 3 clusters Score -103287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103292.335938 Penalty: 3427.732422
	Iteration 18Q: 3 clusters Score -103292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -103297.664062 Penalty: 3427.732422
	Iteration 19Q: 3 clusters Score -103297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -103299.023438 Penalty: 3427.732422
	Iteration 20F: 3 clusters Score -103299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -103299.929688 Penalty: 3427.732422
	Iteration 21Q: 3 clusters Score -103299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -103299.929688 Penalty: 3427.732422
	Iteration 22F: 3 clusters Score -103299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Entering Unmasked Estep 
Score: -3156978.250000 Penalty: 2502.404541
	Iteration 0F: 2 clusters Score -3156978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3140349.250000 Penalty: 5004.809082
	Iteration 0F: 3 clusters Score -3140349 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3146210.500000 Penalty: 5004.809082
	Iteration 1F: 3 clusters Score -3146210 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3146731.500000 Penalty: 5004.809082
	Iteration 2F: 3 clusters Score -3146732 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3147266.250000 Penalty: 5004.809082
	Iteration 3F: 3 clusters Score -3147266 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3147736.250000 Penalty: 5004.809082
	Iteration 4Q: 3 clusters Score -3147736 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3148178.000000 Penalty: 5004.809082
	Iteration 5Q: 3 clusters Score -3148178 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3148625.000000 Penalty: 5004.809082
	Iteration 6Q: 3 clusters Score -3148625 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3149099.750000 Penalty: 5004.809082
	Iteration 7Q: 3 clusters Score -3149100 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3149564.750000 Penalty: 5004.809082
	Iteration 8Q: 3 clusters Score -3149565 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3150021.500000 Penalty: 5004.809082
	Iteration 9Q: 3 clusters Score -3150022 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3150523.500000 Penalty: 5004.809082
	Iteration 10Q: 3 clusters Score -3150524 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3151056.000000 Penalty: 5004.809082
	Iteration 11Q: 3 clusters Score -3151056 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3151651.250000 Penalty: 5004.809082
	Iteration 12Q: 3 clusters Score -3151651 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3152280.750000 Penalty: 5004.809082
	Iteration 13Q: 3 clusters Score -3152281 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3152910.250000 Penalty: 5004.809082
	Iteration 14Q: 3 clusters Score -3152910 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3153480.750000 Penalty: 5004.809082
	Iteration 15Q: 3 clusters Score -3153481 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3153946.500000 Penalty: 5004.809082
	Iteration 16Q: 3 clusters Score -3153946 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3154256.750000 Penalty: 5004.809082
	Iteration 17Q: 3 clusters Score -3154257 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3154456.500000 Penalty: 5004.809082
	Iteration 18Q: 3 clusters Score -3154456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3154591.500000 Penalty: 5004.809082
	Iteration 19Q: 3 clusters Score -3154592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3154704.750000 Penalty: 5004.809082
	Iteration 20F: 3 clusters Score -3154705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3154787.250000 Penalty: 5004.809082
	Iteration 21Q: 3 clusters Score -3154787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3154847.500000 Penalty: 5004.809082
	Iteration 22Q: 3 clusters Score -3154848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3154904.500000 Penalty: 5004.809082
	Iteration 23Q: 3 clusters Score -3154904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3154956.250000 Penalty: 5004.809082
	Iteration 24Q: 3 clusters Score -3154956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3154996.500000 Penalty: 5004.809082
	Iteration 25Q: 3 clusters Score -3154996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3155027.750000 Penalty: 5004.809082
	Iteration 26Q: 3 clusters Score -3155028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3155057.500000 Penalty: 5004.809082
	Iteration 27Q: 3 clusters Score -3155058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3155081.500000 Penalty: 5004.809082
	Iteration 28Q: 3 clusters Score -3155082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3155096.000000 Penalty: 5004.809082
	Iteration 29Q: 3 clusters Score -3155096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3155114.250000 Penalty: 5004.809082
	Iteration 30Q: 3 clusters Score -3155114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3155121.000000 Penalty: 5004.809082
	Iteration 31Q: 3 clusters Score -3155121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3155127.250000 Penalty: 5004.809082
	Iteration 32Q: 3 clusters Score -3155127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3155127.250000 Penalty: 5004.809082
	Iteration 33Q: 3 clusters Score -3155127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3155127.250000 Penalty: 5004.809082
	Iteration 34F: 3 clusters Score -3155127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Entering Unmasked Estep 
Score: -9135005.000000 Penalty: 2764.089600
	Iteration 0F: 2 clusters Score -9135005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -9088717.000000 Penalty: 5528.179199
	Iteration 0F: 3 clusters Score -9088717 nChanged 32211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -9106445.000000 Penalty: 5528.179199
	Iteration 1F: 3 clusters Score -9106445 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -9106999.000000 Penalty: 5528.179199
	Iteration 2Q: 3 clusters Score -9106999 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -9107592.000000 Penalty: 5528.179199
	Iteration 3Q: 3 clusters Score -9107592 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -9108365.000000 Penalty: 5528.179199
	Iteration 4Q: 3 clusters Score -9108365 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -9109531.000000 Penalty: 5528.179199
	Iteration 5Q: 3 clusters Score -9109531 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -9111245.000000 Penalty: 5528.179199
	Iteration 6F: 3 clusters Score -9111245 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -9114197.000000 Penalty: 5528.179199
	Iteration 7F: 3 clusters Score -9114197 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -9118655.000000 Penalty: 5528.179199
	Iteration 8F: 3 clusters Score -9118655 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -9123852.000000 Penalty: 5528.179199
	Iteration 9F: 3 clusters Score -9123852 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -9128144.000000 Penalty: 5528.179199
	Iteration 10F: 3 clusters Score -9128144 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9130604.000000 Penalty: 5528.179199
	Iteration 11Q: 3 clusters Score -9130604 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9131713.000000 Penalty: 5528.179199
	Iteration 12Q: 3 clusters Score -9131713 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9132104.000000 Penalty: 5528.179199
	Iteration 13Q: 3 clusters Score -9132104 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9132293.000000 Penalty: 5528.179199
	Iteration 14Q: 3 clusters Score -9132293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9132416.000000 Penalty: 5528.179199
	Iteration 15Q: 3 clusters Score -9132416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9132474.000000 Penalty: 5528.179199
	Iteration 16Q: 3 clusters Score -9132474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9132543.000000 Penalty: 5528.179199
	Iteration 17Q: 3 clusters Score -9132543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9132560.000000 Penalty: 5528.179199
	Iteration 18Q: 3 clusters Score -9132560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9132585.000000 Penalty: 5528.179199
	Iteration 19Q: 3 clusters Score -9132585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9132587.000000 Penalty: 5528.179199
	Iteration 20F: 3 clusters Score -9132587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9132599.000000 Penalty: 5528.179199
	Iteration 21Q: 3 clusters Score -9132599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9132601.000000 Penalty: 5528.179199
	Iteration 22Q: 3 clusters Score -9132601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9132613.000000 Penalty: 5528.179199
	Iteration 23Q: 3 clusters Score -9132613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9132616.000000 Penalty: 5528.179199
	Iteration 24Q: 3 clusters Score -9132616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9132623.000000 Penalty: 5528.179199
	Iteration 25Q: 3 clusters Score -9132623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9132618.000000 Penalty: 5528.179199
	Iteration 26Q: 3 clusters Score -9132618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9132622.000000 Penalty: 5528.179199
	Iteration 27Q: 3 clusters Score -9132622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9132624.000000 Penalty: 5528.179199
	Iteration 28Q: 3 clusters Score -9132624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9132631.000000 Penalty: 5528.179199
	Iteration 29Q: 3 clusters Score -9132631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9132631.000000 Penalty: 5528.179199
	Iteration 30Q: 3 clusters Score -9132631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9132632.000000 Penalty: 5528.179199
	Iteration 31Q: 3 clusters Score -9132632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9132632.000000 Penalty: 5528.179199
	Iteration 32F: 3 clusters Score -9132632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Entering Unmasked Estep 
Score: -12687982.000000 Penalty: 2838.206055
	Iteration 0F: 2 clusters Score -1.268798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -12625566.000000 Penalty: 5676.412109
	Iteration 0F: 3 clusters Score -1.262557e+07 nChanged 44135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -12651235.000000 Penalty: 5676.412109
	Iteration 1F: 3 clusters Score -1.265124e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -12652796.000000 Penalty: 5676.412109
	Iteration 2Q: 3 clusters Score -1.26528e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -12654903.000000 Penalty: 5676.412109
	Iteration 3Q: 3 clusters Score -1.26549e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -12657972.000000 Penalty: 5676.412109
	Iteration 4F: 3 clusters Score -1.265797e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -12661800.000000 Penalty: 5676.412109
	Iteration 5F: 3 clusters Score -1.26618e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -12665721.000000 Penalty: 5676.412109
	Iteration 6F: 3 clusters Score -1.266572e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -12669374.000000 Penalty: 5676.412109
	Iteration 7F: 3 clusters Score -1.266937e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -12672083.000000 Penalty: 5676.412109
	Iteration 8F: 3 clusters Score -1.267208e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -12673863.000000 Penalty: 5676.412109
	Iteration 9Q: 3 clusters Score -1.267386e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -12675051.000000 Penalty: 5676.412109
	Iteration 10Q: 3 clusters Score -1.267505e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -12675906.000000 Penalty: 5676.412109
	Iteration 11Q: 3 clusters Score -1.267591e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -12676666.000000 Penalty: 5676.412109
	Iteration 12Q: 3 clusters Score -1.267667e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -12677407.000000 Penalty: 5676.412109
	Iteration 13Q: 3 clusters Score -1.267741e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -12678206.000000 Penalty: 5676.412109
	Iteration 14Q: 3 clusters Score -1.267821e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -12679031.000000 Penalty: 5676.412109
	Iteration 15Q: 3 clusters Score -1.267903e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -12679858.000000 Penalty: 5676.412109
	Iteration 16Q: 3 clusters Score -1.267986e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -12680573.000000 Penalty: 5676.412109
	Iteration 17Q: 3 clusters Score -1.268057e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -12681180.000000 Penalty: 5676.412109
	Iteration 18Q: 3 clusters Score -1.268118e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -12681722.000000 Penalty: 5676.412109
	Iteration 19Q: 3 clusters Score -1.268172e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -12682148.000000 Penalty: 5676.412109
	Iteration 20F: 3 clusters Score -1.268215e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -12682592.000000 Penalty: 5676.412109
	Iteration 21Q: 3 clusters Score -1.268259e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -12682915.000000 Penalty: 5676.412109
	Iteration 22Q: 3 clusters Score -1.268292e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -12683250.000000 Penalty: 5676.412109
	Iteration 23Q: 3 clusters Score -1.268325e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -12683522.000000 Penalty: 5676.412109
	Iteration 24Q: 3 clusters Score -1.268352e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -12683757.000000 Penalty: 5676.412109
	Iteration 25Q: 3 clusters Score -1.268376e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -12683998.000000 Penalty: 5676.412109
	Iteration 26Q: 3 clusters Score -1.2684e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -12684202.000000 Penalty: 5676.412109
	Iteration 27Q: 3 clusters Score -1.26842e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12684414.000000 Penalty: 5676.412109
	Iteration 28Q: 3 clusters Score -1.268441e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -12684548.000000 Penalty: 5676.412109
	Iteration 29Q: 3 clusters Score -1.268455e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -12684736.000000 Penalty: 5676.412109
	Iteration 30Q: 3 clusters Score -1.268474e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -12684876.000000 Penalty: 5676.412109
	Iteration 31Q: 3 clusters Score -1.268488e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -12684972.000000 Penalty: 5676.412109
	Iteration 32Q: 3 clusters Score -1.268497e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -12685057.000000 Penalty: 5676.412109
	Iteration 33Q: 3 clusters Score -1.268506e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -12685186.000000 Penalty: 5676.412109
	Iteration 34Q: 3 clusters Score -1.268519e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -12685281.000000 Penalty: 5676.412109
	Iteration 35Q: 3 clusters Score -1.268528e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -12685345.000000 Penalty: 5676.412109
	Iteration 36Q: 3 clusters Score -1.268534e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -12685398.000000 Penalty: 5676.412109
	Iteration 37Q: 3 clusters Score -1.26854e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -12685396.000000 Penalty: 5676.412109
	Iteration 38Q: 3 clusters Score -1.26854e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -12685457.000000 Penalty: 5676.412109
	Iteration 39Q: 3 clusters Score -1.268546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 90953 members 
Entering Unmasked Estep 
Score: -12685472.000000 Penalty: 5676.412109
	Iteration 40F: 3 clusters Score -1.268547e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -12685494.000000 Penalty: 5676.412109
	Iteration 41Q: 3 clusters Score -1.268549e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -12685528.000000 Penalty: 5676.412109
	Iteration 42Q: 3 clusters Score -1.268553e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -12685558.000000 Penalty: 5676.412109
	Iteration 43Q: 3 clusters Score -1.268556e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -12685576.000000 Penalty: 5676.412109
	Iteration 44Q: 3 clusters Score -1.268558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -12685582.000000 Penalty: 5676.412109
	Iteration 45Q: 3 clusters Score -1.268558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -12685582.000000 Penalty: 5676.412109
	Iteration 46Q: 3 clusters Score -1.268558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -12685601.000000 Penalty: 5676.412109
	Iteration 47Q: 3 clusters Score -1.26856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -12685601.000000 Penalty: 5676.412109
	Iteration 48Q: 3 clusters Score -1.26856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -12685606.000000 Penalty: 5676.412109
	Iteration 49Q: 3 clusters Score -1.268561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -12685608.000000 Penalty: 5676.412109
	Iteration 50Q: 3 clusters Score -1.268561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -12685612.000000 Penalty: 5676.412109
	Iteration 51Q: 3 clusters Score -1.268561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -12685613.000000 Penalty: 5676.412109
	Iteration 52Q: 3 clusters Score -1.268561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -12685616.000000 Penalty: 5676.412109
	Iteration 53Q: 3 clusters Score -1.268562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -12685629.000000 Penalty: 5676.412109
	Iteration 54Q: 3 clusters Score -1.268563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -12685616.000000 Penalty: 5676.412109
	Iteration 55Q: 3 clusters Score -1.268562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -12685617.000000 Penalty: 5676.412109
	Iteration 56Q: 3 clusters Score -1.268562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -12685616.000000 Penalty: 5676.412109
	Iteration 57Q: 3 clusters Score -1.268562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -12685625.000000 Penalty: 5676.412109
	Iteration 58Q: 3 clusters Score -1.268562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -12685627.000000 Penalty: 5676.412109
	Iteration 59Q: 3 clusters Score -1.268563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -12685631.000000 Penalty: 5676.412109
	Iteration 60F: 3 clusters Score -1.268563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -12685643.000000 Penalty: 5676.412109
	Iteration 61Q: 3 clusters Score -1.268564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -12685651.000000 Penalty: 5676.412109
	Iteration 62Q: 3 clusters Score -1.268565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -12685654.000000 Penalty: 5676.412109
	Iteration 63Q: 3 clusters Score -1.268565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -12685649.000000 Penalty: 5676.412109
	Iteration 64Q: 3 clusters Score -1.268565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -12685647.000000 Penalty: 5676.412109
	Iteration 65Q: 3 clusters Score -1.268565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -12685642.000000 Penalty: 5676.412109
	Iteration 66Q: 3 clusters Score -1.268564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -12685635.000000 Penalty: 5676.412109
	Iteration 67Q: 3 clusters Score -1.268564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -12685634.000000 Penalty: 5676.412109
	Iteration 68Q: 3 clusters Score -1.268563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -12685640.000000 Penalty: 5676.412109
	Iteration 69Q: 3 clusters Score -1.268564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -12685639.000000 Penalty: 5676.412109
	Iteration 70Q: 3 clusters Score -1.268564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -12685642.000000 Penalty: 5676.412109
	Iteration 71Q: 3 clusters Score -1.268564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -12685650.000000 Penalty: 5676.412109
	Iteration 72Q: 3 clusters Score -1.268565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -12685650.000000 Penalty: 5676.412109
	Iteration 73Q: 3 clusters Score -1.268565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -12685645.000000 Penalty: 5676.412109
	Iteration 74Q: 3 clusters Score -1.268564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -12685645.000000 Penalty: 5676.412109
	Iteration 75Q: 3 clusters Score -1.268564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -12685642.000000 Penalty: 5676.412109
	Iteration 76Q: 3 clusters Score -1.268564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -12685641.000000 Penalty: 5676.412109
	Iteration 77Q: 3 clusters Score -1.268564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -12685647.000000 Penalty: 5676.412109
	Iteration 78Q: 3 clusters Score -1.268565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -12685650.000000 Penalty: 5676.412109
	Iteration 79Q: 3 clusters Score -1.268565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -12685648.000000 Penalty: 5676.412109
	Iteration 80F: 3 clusters Score -1.268565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -12685648.000000 Penalty: 5676.412109
	Iteration 81Q: 3 clusters Score -1.268565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -12685648.000000 Penalty: 5676.412109
	Iteration 82F: 3 clusters Score -1.268565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -964060.937500 Penalty: 2212.488281
	Iteration 0F: 2 clusters Score -964060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -958055.125000 Penalty: 4424.976562
	Iteration 0F: 3 clusters Score -958055.1 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -959858.875000 Penalty: 4424.976562
	Iteration 1F: 3 clusters Score -959858.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -960356.687500 Penalty: 4424.976562
	Iteration 2F: 3 clusters Score -960356.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -960857.750000 Penalty: 4424.976562
	Iteration 3F: 3 clusters Score -960857.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -961322.500000 Penalty: 4424.976562
	Iteration 4F: 3 clusters Score -961322.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -961694.812500 Penalty: 4424.976562
	Iteration 5F: 3 clusters Score -961694.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -961953.500000 Penalty: 4424.976562
	Iteration 6F: 3 clusters Score -961953.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -962120.937500 Penalty: 4424.976562
	Iteration 7Q: 3 clusters Score -962120.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -962263.312500 Penalty: 4424.976562
	Iteration 8Q: 3 clusters Score -962263.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -962351.812500 Penalty: 4424.976562
	Iteration 9Q: 3 clusters Score -962351.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -962401.375000 Penalty: 4424.976562
	Iteration 10Q: 3 clusters Score -962401.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -962456.000000 Penalty: 4424.976562
	Iteration 11Q: 3 clusters Score -962456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -962494.250000 Penalty: 4424.976562
	Iteration 12Q: 3 clusters Score -962494.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -962528.437500 Penalty: 4424.976562
	Iteration 13Q: 3 clusters Score -962528.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -962551.812500 Penalty: 4424.976562
	Iteration 14Q: 3 clusters Score -962551.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -962582.125000 Penalty: 4424.976562
	Iteration 15Q: 3 clusters Score -962582.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -962607.750000 Penalty: 4424.976562
	Iteration 16Q: 3 clusters Score -962607.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -962625.687500 Penalty: 4424.976562
	Iteration 17Q: 3 clusters Score -962625.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -962638.375000 Penalty: 4424.976562
	Iteration 18Q: 3 clusters Score -962638.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -962650.062500 Penalty: 4424.976562
	Iteration 19Q: 3 clusters Score -962650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -962659.312500 Penalty: 4424.976562
	Iteration 20F: 3 clusters Score -962659.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -962668.062500 Penalty: 4424.976562
	Iteration 21Q: 3 clusters Score -962668.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -962675.437500 Penalty: 4424.976562
	Iteration 22Q: 3 clusters Score -962675.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -962683.625000 Penalty: 4424.976562
	Iteration 23Q: 3 clusters Score -962683.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -962686.812500 Penalty: 4424.976562
	Iteration 24Q: 3 clusters Score -962686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -962688.687500 Penalty: 4424.976562
	Iteration 25Q: 3 clusters Score -962688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -962689.312500 Penalty: 4424.976562
	Iteration 26Q: 3 clusters Score -962689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -962689.375000 Penalty: 4424.976562
	Iteration 27Q: 3 clusters Score -962689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -962692.187500 Penalty: 4424.976562
	Iteration 28Q: 3 clusters Score -962692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -962690.500000 Penalty: 4424.976562
	Iteration 29Q: 3 clusters Score -962690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -962690.500000 Penalty: 4424.976562
	Iteration 30F: 3 clusters Score -962690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Entering Unmasked Estep 
Score: -3793515.500000 Penalty: 2536.408447
	Iteration 0F: 2 clusters Score -3793516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3774622.000000 Penalty: 5072.816895
	Iteration 0F: 3 clusters Score -3774622 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3781189.250000 Penalty: 5072.816895
	Iteration 1F: 3 clusters Score -3781189 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3781707.000000 Penalty: 5072.816895
	Iteration 2Q: 3 clusters Score -3781707 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3782142.500000 Penalty: 5072.816895
	Iteration 3Q: 3 clusters Score -3782142 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3782671.500000 Penalty: 5072.816895
	Iteration 4Q: 3 clusters Score -3782672 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3783245.000000 Penalty: 5072.816895
	Iteration 5Q: 3 clusters Score -3783245 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3783894.000000 Penalty: 5072.816895
	Iteration 6Q: 3 clusters Score -3783894 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3784674.000000 Penalty: 5072.816895
	Iteration 7Q: 3 clusters Score -3784674 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3785516.500000 Penalty: 5072.816895
	Iteration 8Q: 3 clusters Score -3785516 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3786538.750000 Penalty: 5072.816895
	Iteration 9F: 3 clusters Score -3786539 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3787427.500000 Penalty: 5072.816895
	Iteration 10F: 3 clusters Score -3787428 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3788136.250000 Penalty: 5072.816895
	Iteration 11Q: 3 clusters Score -3788136 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3788574.000000 Penalty: 5072.816895
	Iteration 12Q: 3 clusters Score -3788574 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3788779.750000 Penalty: 5072.816895
	Iteration 13Q: 3 clusters Score -3788780 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3788912.750000 Penalty: 5072.816895
	Iteration 14Q: 3 clusters Score -3788913 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3788971.750000 Penalty: 5072.816895
	Iteration 15Q: 3 clusters Score -3788972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3789021.750000 Penalty: 5072.816895
	Iteration 16Q: 3 clusters Score -3789022 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3789061.000000 Penalty: 5072.816895
	Iteration 17Q: 3 clusters Score -3789061 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3789094.000000 Penalty: 5072.816895
	Iteration 18Q: 3 clusters Score -3789094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3789114.750000 Penalty: 5072.816895
	Iteration 19Q: 3 clusters Score -3789115 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3789123.500000 Penalty: 5072.816895
	Iteration 20F: 3 clusters Score -3789124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3789138.750000 Penalty: 5072.816895
	Iteration 21Q: 3 clusters Score -3789139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3789163.000000 Penalty: 5072.816895
	Iteration 22Q: 3 clusters Score -3789163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3789188.500000 Penalty: 5072.816895
	Iteration 23Q: 3 clusters Score -3789188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3789194.500000 Penalty: 5072.816895
	Iteration 24Q: 3 clusters Score -3789194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3789211.250000 Penalty: 5072.816895
	Iteration 25Q: 3 clusters Score -3789211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3789205.750000 Penalty: 5072.816895
	Iteration 26Q: 3 clusters Score -3789206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3789205.000000 Penalty: 5072.816895
	Iteration 27Q: 3 clusters Score -3789205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3789212.500000 Penalty: 5072.816895
	Iteration 28Q: 3 clusters Score -3789212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3789222.000000 Penalty: 5072.816895
	Iteration 29Q: 3 clusters Score -3789222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3789236.500000 Penalty: 5072.816895
	Iteration 30Q: 3 clusters Score -3789236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3789242.500000 Penalty: 5072.816895
	Iteration 31Q: 3 clusters Score -3789242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3789242.750000 Penalty: 5072.816895
	Iteration 32Q: 3 clusters Score -3789243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3789253.750000 Penalty: 5072.816895
	Iteration 33Q: 3 clusters Score -3789254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3789249.750000 Penalty: 5072.816895
	Iteration 34Q: 3 clusters Score -3789250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3789245.000000 Penalty: 5072.816895
	Iteration 35Q: 3 clusters Score -3789245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3789256.000000 Penalty: 5072.816895
	Iteration 36Q: 3 clusters Score -3789256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3789259.500000 Penalty: 5072.816895
	Iteration 37Q: 3 clusters Score -3789260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3789258.500000 Penalty: 5072.816895
	Iteration 38Q: 3 clusters Score -3789258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3789262.750000 Penalty: 5072.816895
	Iteration 39Q: 3 clusters Score -3789263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3789256.500000 Penalty: 5072.816895
	Iteration 40F: 3 clusters Score -3789256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3789269.750000 Penalty: 5072.816895
	Iteration 41Q: 3 clusters Score -3789270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3789278.000000 Penalty: 5072.816895
	Iteration 42Q: 3 clusters Score -3789278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3789272.500000 Penalty: 5072.816895
	Iteration 43Q: 3 clusters Score -3789272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3789276.250000 Penalty: 5072.816895
	Iteration 44Q: 3 clusters Score -3789276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3789274.750000 Penalty: 5072.816895
	Iteration 45Q: 3 clusters Score -3789275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3789268.250000 Penalty: 5072.816895
	Iteration 46Q: 3 clusters Score -3789268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3789276.000000 Penalty: 5072.816895
	Iteration 47Q: 3 clusters Score -3789276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3789272.250000 Penalty: 5072.816895
	Iteration 48Q: 3 clusters Score -3789272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3789272.250000 Penalty: 5072.816895
	Iteration 49Q: 3 clusters Score -3789272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3789280.500000 Penalty: 5072.816895
	Iteration 50Q: 3 clusters Score -3789280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3789285.750000 Penalty: 5072.816895
	Iteration 51Q: 3 clusters Score -3789286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3789289.000000 Penalty: 5072.816895
	Iteration 52Q: 3 clusters Score -3789289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3789294.250000 Penalty: 5072.816895
	Iteration 53Q: 3 clusters Score -3789294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3789283.500000 Penalty: 5072.816895
	Iteration 54Q: 3 clusters Score -3789284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3789290.500000 Penalty: 5072.816895
	Iteration 55Q: 3 clusters Score -3789290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3789299.500000 Penalty: 5072.816895
	Iteration 56Q: 3 clusters Score -3789300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3789298.750000 Penalty: 5072.816895
	Iteration 57Q: 3 clusters Score -3789299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3789299.250000 Penalty: 5072.816895
	Iteration 58Q: 3 clusters Score -3789299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3789306.500000 Penalty: 5072.816895
	Iteration 59Q: 3 clusters Score -3789306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3789313.250000 Penalty: 5072.816895
	Iteration 60F: 3 clusters Score -3789313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3789310.750000 Penalty: 5072.816895
	Iteration 61Q: 3 clusters Score -3789311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3789314.000000 Penalty: 5072.816895
	Iteration 62Q: 3 clusters Score -3789314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3789308.750000 Penalty: 5072.816895
	Iteration 63Q: 3 clusters Score -3789309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3789310.250000 Penalty: 5072.816895
	Iteration 64Q: 3 clusters Score -3789310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3789307.000000 Penalty: 5072.816895
	Iteration 65Q: 3 clusters Score -3789307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3789308.000000 Penalty: 5072.816895
	Iteration 66Q: 3 clusters Score -3789308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3789317.000000 Penalty: 5072.816895
	Iteration 67Q: 3 clusters Score -3789317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3789315.250000 Penalty: 5072.816895
	Iteration 68Q: 3 clusters Score -3789315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3789319.500000 Penalty: 5072.816895
	Iteration 69Q: 3 clusters Score -3789320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3789313.500000 Penalty: 5072.816895
	Iteration 70Q: 3 clusters Score -3789314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3789323.500000 Penalty: 5072.816895
	Iteration 71Q: 3 clusters Score -3789324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3789332.500000 Penalty: 5072.816895
	Iteration 72Q: 3 clusters Score -3789332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3789327.500000 Penalty: 5072.816895
	Iteration 73Q: 3 clusters Score -3789328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3789352.250000 Penalty: 5072.816895
	Iteration 74Q: 3 clusters Score -3789352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3789358.000000 Penalty: 5072.816895
	Iteration 75Q: 3 clusters Score -3789358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3789360.250000 Penalty: 5072.816895
	Iteration 76Q: 3 clusters Score -3789360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3789368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3789367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3789368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3789376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3789387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3789398 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3789405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3789404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3789404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3789410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3789430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3789440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3789448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3789452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3789461 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3789456 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3789464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3789470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3789461 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3789482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3789491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3789518 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3789532 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3789540 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3789559 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3789560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3789571 nChanged 87
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Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3789590 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3789589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3789605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3789619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3789638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3789631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3789636 nChanged 54
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3789636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3789660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3789669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3789668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3789676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3789694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3789709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3789712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3789726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3789740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3789740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3789752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3789760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3789771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3789799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3789813 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3789830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3789856 nChanged 115
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Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3789871 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3789899 nChanged 121
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3789911 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3789942 nChanged 145
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Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3789982 nChanged 133
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Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3790011 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3790049 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3790054 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3790088 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3790115.000000 Penalty: 5072.816895
	Iteration 138Q: 3 clusters Score -3790115 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3790146.750000 Penalty: 5072.816895
	Iteration 139Q: 3 clusters Score -3790147 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3790174.500000 Penalty: 5072.816895
	Iteration 140F: 3 clusters Score -3790174 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3790215.750000 Penalty: 5072.816895
	Iteration 141Q: 3 clusters Score -3790216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3790256.500000 Penalty: 5072.816895
	Iteration 142Q: 3 clusters Score -3790256 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3790294.250000 Penalty: 5072.816895
	Iteration 143Q: 3 clusters Score -3790294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3790318.250000 Penalty: 5072.816895
	Iteration 144Q: 3 clusters Score -3790318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3790368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3790406.250000 Penalty: 5072.816895
	Iteration 146Q: 3 clusters Score -3790406 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3790450.500000 Penalty: 5072.816895
	Iteration 147Q: 3 clusters Score -3790450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3790477 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3790502.000000 Penalty: 5072.816895
	Iteration 149Q: 3 clusters Score -3790502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3790536.750000 Penalty: 5072.816895
	Iteration 150Q: 3 clusters Score -3790537 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3790573 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3790605.250000 Penalty: 5072.816895
	Iteration 152Q: 3 clusters Score -3790605 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3790652.000000 Penalty: 5072.816895
	Iteration 153Q: 3 clusters Score -3790652 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3790696 nChanged 133
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Mstep: Class 1 contains 2602 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3790732 nChanged 132
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Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3790782 nChanged 123
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Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3790816.000000 Penalty: 5072.816895
	Iteration 157Q: 3 clusters Score -3790816 nChanged 104
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3790858.000000 Penalty: 5072.816895
	Iteration 158Q: 3 clusters Score -3790858 nChanged 123
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Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3790903.250000 Penalty: 5072.816895
	Iteration 159Q: 3 clusters Score -3790903 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3790951.500000 Penalty: 5072.816895
	Iteration 160F: 3 clusters Score -3790952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3790984.000000 Penalty: 5072.816895
	Iteration 161Q: 3 clusters Score -3790984 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3791013.750000 Penalty: 5072.816895
	Iteration 162Q: 3 clusters Score -3791014 nChanged 70
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Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3791027.500000 Penalty: 5072.816895
	Iteration 163Q: 3 clusters Score -3791028 nChanged 82
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Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3791057.750000 Penalty: 5072.816895
	Iteration 164Q: 3 clusters Score -3791058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3791075.000000 Penalty: 5072.816895
	Iteration 165Q: 3 clusters Score -3791075 nChanged 69
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3791109.500000 Penalty: 5072.816895
	Iteration 166Q: 3 clusters Score -3791110 nChanged 71
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Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3791136.500000 Penalty: 5072.816895
	Iteration 167Q: 3 clusters Score -3791136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3791165.250000 Penalty: 5072.816895
	Iteration 168Q: 3 clusters Score -3791165 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3791193.750000 Penalty: 5072.816895
	Iteration 169Q: 3 clusters Score -3791194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3791191.750000 Penalty: 5072.816895
	Iteration 170Q: 3 clusters Score -3791192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3791210.500000 Penalty: 5072.816895
	Iteration 171Q: 3 clusters Score -3791210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3791227.000000 Penalty: 5072.816895
	Iteration 172Q: 3 clusters Score -3791227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3791242.250000 Penalty: 5072.816895
	Iteration 173Q: 3 clusters Score -3791242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3791260.750000 Penalty: 5072.816895
	Iteration 174Q: 3 clusters Score -3791261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3791271.000000 Penalty: 5072.816895
	Iteration 175Q: 3 clusters Score -3791271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3791297.750000 Penalty: 5072.816895
	Iteration 176Q: 3 clusters Score -3791298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3791309.000000 Penalty: 5072.816895
	Iteration 177Q: 3 clusters Score -3791309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3791310.250000 Penalty: 5072.816895
	Iteration 178Q: 3 clusters Score -3791310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3791314.500000 Penalty: 5072.816895
	Iteration 179Q: 3 clusters Score -3791314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3791320.500000 Penalty: 5072.816895
	Iteration 180F: 3 clusters Score -3791320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3791331.250000 Penalty: 5072.816895
	Iteration 181Q: 3 clusters Score -3791331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3791336.500000 Penalty: 5072.816895
	Iteration 182Q: 3 clusters Score -3791336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3791349.750000 Penalty: 5072.816895
	Iteration 183Q: 3 clusters Score -3791350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3791358.000000 Penalty: 5072.816895
	Iteration 184Q: 3 clusters Score -3791358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3791364.250000 Penalty: 5072.816895
	Iteration 185Q: 3 clusters Score -3791364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3791376.000000 Penalty: 5072.816895
	Iteration 186Q: 3 clusters Score -3791376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3791377.000000 Penalty: 5072.816895
	Iteration 187Q: 3 clusters Score -3791377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3791388.000000 Penalty: 5072.816895
	Iteration 188Q: 3 clusters Score -3791388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3791399.000000 Penalty: 5072.816895
	Iteration 189Q: 3 clusters Score -3791399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3791398.500000 Penalty: 5072.816895
	Iteration 190Q: 3 clusters Score -3791398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3791400.250000 Penalty: 5072.816895
	Iteration 191Q: 3 clusters Score -3791400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3791401.250000 Penalty: 5072.816895
	Iteration 192Q: 3 clusters Score -3791401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3791405.750000 Penalty: 5072.816895
	Iteration 193Q: 3 clusters Score -3791406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3791408.250000 Penalty: 5072.816895
	Iteration 194Q: 3 clusters Score -3791408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3791407.500000 Penalty: 5072.816895
	Iteration 195Q: 3 clusters Score -3791408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3791407.750000 Penalty: 5072.816895
	Iteration 196Q: 3 clusters Score -3791408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3791413.000000 Penalty: 5072.816895
	Iteration 197Q: 3 clusters Score -3791413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3791418.500000 Penalty: 5072.816895
	Iteration 198Q: 3 clusters Score -3791418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3791421.750000 Penalty: 5072.816895
	Iteration 199Q: 3 clusters Score -3791422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3791425.500000 Penalty: 5072.816895
	Iteration 200F: 3 clusters Score -3791426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3791432.250000 Penalty: 5072.816895
	Iteration 201Q: 3 clusters Score -3791432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3791431.750000 Penalty: 5072.816895
	Iteration 202Q: 3 clusters Score -3791432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3791430.750000 Penalty: 5072.816895
	Iteration 203Q: 3 clusters Score -3791431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3791429.500000 Penalty: 5072.816895
	Iteration 204Q: 3 clusters Score -3791430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3791433.000000 Penalty: 5072.816895
	Iteration 205Q: 3 clusters Score -3791433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3791433.000000 Penalty: 5072.816895
	Iteration 206F: 3 clusters Score -3791433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Entering Unmasked Estep 
Score: -14719675.000000 Penalty: 2875.556396
	Iteration 0F: 2 clusters Score -1.471968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -14647536.000000 Penalty: 5751.112793
	Iteration 0F: 3 clusters Score -1.464754e+07 nChanged 51352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -14676498.000000 Penalty: 5751.112793
	Iteration 1F: 3 clusters Score -1.46765e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -14677127.000000 Penalty: 5751.112793
	Iteration 2Q: 3 clusters Score -1.467713e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -14677893.000000 Penalty: 5751.112793
	Iteration 3Q: 3 clusters Score -1.467789e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -14678726.000000 Penalty: 5751.112793
	Iteration 4Q: 3 clusters Score -1.467873e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -14679741.000000 Penalty: 5751.112793
	Iteration 5Q: 3 clusters Score -1.467974e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -14681174.000000 Penalty: 5751.112793
	Iteration 6Q: 3 clusters Score -1.468117e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -14682942.000000 Penalty: 5751.112793
	Iteration 7Q: 3 clusters Score -1.468294e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -14685653.000000 Penalty: 5751.112793
	Iteration 8Q: 3 clusters Score -1.468565e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -14689162.000000 Penalty: 5751.112793
	Iteration 9F: 3 clusters Score -1.468916e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -14693342.000000 Penalty: 5751.112793
	Iteration 10F: 3 clusters Score -1.469334e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -14697116.000000 Penalty: 5751.112793
	Iteration 11F: 3 clusters Score -1.469712e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -14700098.000000 Penalty: 5751.112793
	Iteration 12F: 3 clusters Score -1.47001e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -14702039.000000 Penalty: 5751.112793
	Iteration 13Q: 3 clusters Score -1.470204e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -14703076.000000 Penalty: 5751.112793
	Iteration 14Q: 3 clusters Score -1.470308e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -14703606.000000 Penalty: 5751.112793
	Iteration 15Q: 3 clusters Score -1.470361e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -14703950.000000 Penalty: 5751.112793
	Iteration 16Q: 3 clusters Score -1.470395e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -14704213.000000 Penalty: 5751.112793
	Iteration 17Q: 3 clusters Score -1.470421e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -14704506.000000 Penalty: 5751.112793
	Iteration 18Q: 3 clusters Score -1.470451e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -14704863.000000 Penalty: 5751.112793
	Iteration 19Q: 3 clusters Score -1.470486e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -14705252.000000 Penalty: 5751.112793
	Iteration 20F: 3 clusters Score -1.470525e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -14705648.000000 Penalty: 5751.112793
	Iteration 21Q: 3 clusters Score -1.470565e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -14706097.000000 Penalty: 5751.112793
	Iteration 22Q: 3 clusters Score -1.47061e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -14706472.000000 Penalty: 5751.112793
	Iteration 23Q: 3 clusters Score -1.470647e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -14707047.000000 Penalty: 5751.112793
	Iteration 24Q: 3 clusters Score -1.470705e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -14707613.000000 Penalty: 5751.112793
	Iteration 25Q: 3 clusters Score -1.470761e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -14708234.000000 Penalty: 5751.112793
	Iteration 26Q: 3 clusters Score -1.470823e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -14708703.000000 Penalty: 5751.112793
	Iteration 27Q: 3 clusters Score -1.47087e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -14709302.000000 Penalty: 5751.112793
	Iteration 28Q: 3 clusters Score -1.47093e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -14709883.000000 Penalty: 5751.112793
	Iteration 29Q: 3 clusters Score -1.470988e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -14710428.000000 Penalty: 5751.112793
	Iteration 30Q: 3 clusters Score -1.471043e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -14710905.000000 Penalty: 5751.112793
	Iteration 31Q: 3 clusters Score -1.47109e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -14711345.000000 Penalty: 5751.112793
	Iteration 32Q: 3 clusters Score -1.471134e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -14711864.000000 Penalty: 5751.112793
	Iteration 33Q: 3 clusters Score -1.471186e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -14712138.000000 Penalty: 5751.112793
	Iteration 34Q: 3 clusters Score -1.471214e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -14712431.000000 Penalty: 5751.112793
	Iteration 35Q: 3 clusters Score -1.471243e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -14712717.000000 Penalty: 5751.112793
	Iteration 36Q: 3 clusters Score -1.471272e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -14713005.000000 Penalty: 5751.112793
	Iteration 37Q: 3 clusters Score -1.4713e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -14713286.000000 Penalty: 5751.112793
	Iteration 38Q: 3 clusters Score -1.471329e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -14713622.000000 Penalty: 5751.112793
	Iteration 39Q: 3 clusters Score -1.471362e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -14714045.000000 Penalty: 5751.112793
	Iteration 40F: 3 clusters Score -1.471404e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -14714431.000000 Penalty: 5751.112793
	Iteration 41Q: 3 clusters Score -1.471443e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -14714755.000000 Penalty: 5751.112793
	Iteration 42Q: 3 clusters Score -1.471476e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -14715033.000000 Penalty: 5751.112793
	Iteration 43Q: 3 clusters Score -1.471503e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -14715334.000000 Penalty: 5751.112793
	Iteration 44Q: 3 clusters Score -1.471533e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -14715596.000000 Penalty: 5751.112793
	Iteration 45Q: 3 clusters Score -1.47156e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -14715840.000000 Penalty: 5751.112793
	Iteration 46Q: 3 clusters Score -1.471584e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -14716089.000000 Penalty: 5751.112793
	Iteration 47Q: 3 clusters Score -1.471609e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -14716356.000000 Penalty: 5751.112793
	Iteration 48Q: 3 clusters Score -1.471636e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -14716553.000000 Penalty: 5751.112793
	Iteration 49Q: 3 clusters Score -1.471655e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -14716794.000000 Penalty: 5751.112793
	Iteration 50Q: 3 clusters Score -1.471679e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -14716950.000000 Penalty: 5751.112793
	Iteration 51Q: 3 clusters Score -1.471695e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -14717087.000000 Penalty: 5751.112793
	Iteration 52Q: 3 clusters Score -1.471709e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -14717266.000000 Penalty: 5751.112793
	Iteration 53Q: 3 clusters Score -1.471727e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -14717400.000000 Penalty: 5751.112793
	Iteration 54Q: 3 clusters Score -1.47174e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -14717528.000000 Penalty: 5751.112793
	Iteration 55Q: 3 clusters Score -1.471753e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -14717594.000000 Penalty: 5751.112793
	Iteration 56Q: 3 clusters Score -1.471759e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -14717694.000000 Penalty: 5751.112793
	Iteration 57Q: 3 clusters Score -1.471769e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -14717780.000000 Penalty: 5751.112793
	Iteration 58Q: 3 clusters Score -1.471778e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -14717838.000000 Penalty: 5751.112793
	Iteration 59Q: 3 clusters Score -1.471784e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -14717919.000000 Penalty: 5751.112793
	Iteration 60F: 3 clusters Score -1.471792e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -14717964.000000 Penalty: 5751.112793
	Iteration 61Q: 3 clusters Score -1.471796e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -14718003.000000 Penalty: 5751.112793
	Iteration 62Q: 3 clusters Score -1.4718e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -14718050.000000 Penalty: 5751.112793
	Iteration 63Q: 3 clusters Score -1.471805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -14718065.000000 Penalty: 5751.112793
	Iteration 64Q: 3 clusters Score -1.471806e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -14718086.000000 Penalty: 5751.112793
	Iteration 65Q: 3 clusters Score -1.471809e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -14718093.000000 Penalty: 5751.112793
	Iteration 66Q: 3 clusters Score -1.471809e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -14718116.000000 Penalty: 5751.112793
	Iteration 67Q: 3 clusters Score -1.471812e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -14718134.000000 Penalty: 5751.112793
	Iteration 68Q: 3 clusters Score -1.471813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -14718102.000000 Penalty: 5751.112793
	Iteration 69Q: 3 clusters Score -1.47181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -14718125.000000 Penalty: 5751.112793
	Iteration 70Q: 3 clusters Score -1.471812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -14718120.000000 Penalty: 5751.112793
	Iteration 71Q: 3 clusters Score -1.471812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -14718119.000000 Penalty: 5751.112793
	Iteration 72Q: 3 clusters Score -1.471812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -14718134.000000 Penalty: 5751.112793
	Iteration 73Q: 3 clusters Score -1.471813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -14718127.000000 Penalty: 5751.112793
	Iteration 74Q: 3 clusters Score -1.471813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -14718123.000000 Penalty: 5751.112793
	Iteration 75Q: 3 clusters Score -1.471812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -14718126.000000 Penalty: 5751.112793
	Iteration 76Q: 3 clusters Score -1.471813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -14718131.000000 Penalty: 5751.112793
	Iteration 77Q: 3 clusters Score -1.471813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -14718129.000000 Penalty: 5751.112793
	Iteration 78Q: 3 clusters Score -1.471813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 105898 members 
Entering Unmasked Estep 
Score: -14718134.000000 Penalty: 5751.112793
	Iteration 79Q: 3 clusters Score -1.471813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -14718138.000000 Penalty: 5751.112793
	Iteration 80F: 3 clusters Score -1.471814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -14718133.000000 Penalty: 5751.112793
	Iteration 81Q: 3 clusters Score -1.471813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -14718129.000000 Penalty: 5751.112793
	Iteration 82Q: 3 clusters Score -1.471813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -14718135.000000 Penalty: 5751.112793
	Iteration 83Q: 3 clusters Score -1.471814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -14718120.000000 Penalty: 5751.112793
	Iteration 84Q: 3 clusters Score -1.471812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -14718133.000000 Penalty: 5751.112793
	Iteration 85Q: 3 clusters Score -1.471813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -14718146.000000 Penalty: 5751.112793
	Iteration 86Q: 3 clusters Score -1.471815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -14718142.000000 Penalty: 5751.112793
	Iteration 87Q: 3 clusters Score -1.471814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -14718159.000000 Penalty: 5751.112793
	Iteration 88Q: 3 clusters Score -1.471816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -14718150.000000 Penalty: 5751.112793
	Iteration 89Q: 3 clusters Score -1.471815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -14718163.000000 Penalty: 5751.112793
	Iteration 90Q: 3 clusters Score -1.471816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -14718169.000000 Penalty: 5751.112793
	Iteration 91Q: 3 clusters Score -1.471817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -14718171.000000 Penalty: 5751.112793
	Iteration 92Q: 3 clusters Score -1.471817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -14718180.000000 Penalty: 5751.112793
	Iteration 93Q: 3 clusters Score -1.471818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -14718177.000000 Penalty: 5751.112793
	Iteration 94Q: 3 clusters Score -1.471818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -14718179.000000 Penalty: 5751.112793
	Iteration 95Q: 3 clusters Score -1.471818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -14718174.000000 Penalty: 5751.112793
	Iteration 96Q: 3 clusters Score -1.471817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -14718172.000000 Penalty: 5751.112793
	Iteration 97Q: 3 clusters Score -1.471817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -14718172.000000 Penalty: 5751.112793
	Iteration 98F: 3 clusters Score -1.471817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -503802.593750 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -503802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -500022.812500 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -500022.8 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -500880.812500 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -500880.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -501063.500000 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -501063.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -501172.875000 Penalty: 4082.894287
	Iteration 3Q: 3 clusters Score -501172.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -501243.843750 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -501243.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -501298.250000 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -501298.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -501338.937500 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -501338.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -501371.281250 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -501371.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -501391.875000 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -501391.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -501407.250000 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -501407.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -501423.281250 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -501423.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -501432.968750 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -501433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -501439.718750 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -501439.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -501446.625000 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -501446.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -501450.937500 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -501450.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -501455.968750 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -501456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -501462.812500 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -501462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -501468.968750 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -501469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -501474.062500 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -501474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -501480.062500 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -501480.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -501482.875000 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -501482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -501484.156250 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -501484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -501486.656250 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -501486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -501486.281250 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -501486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -501487.437500 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -501487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -501488.375000 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -501488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -501488.468750 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -501488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -501488.937500 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -501488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -501490.031250 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -501490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -501491.000000 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -501491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -501490.375000 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -501490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -501491.093750 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -501491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -501492.406250 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -501492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -501493.156250 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -501493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -501493.156250 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -501493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -501495.312500 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -501495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501497.125000 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -501497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -501498.281250 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -501498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -501498.250000 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -501498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -501499.093750 Penalty: 4082.894287
	Iteration 39Q: 3 clusters Score -501499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -501499.093750 Penalty: 4082.894287
	Iteration 40F: 3 clusters Score -501499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197818 members 
Entering Unmasked Estep 
Score: -26708808.000000 Penalty: 3024.385498
	Iteration 0F: 2 clusters Score -2.670881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -26582362.000000 Penalty: 6048.770996
	Iteration 0F: 3 clusters Score -2.658236e+07 nChanged 95399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -26638038.000000 Penalty: 6048.770996
	Iteration 1F: 3 clusters Score -2.663804e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -26638924.000000 Penalty: 6048.770996
	Iteration 2Q: 3 clusters Score -2.663892e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -26640016.000000 Penalty: 6048.770996
	Iteration 3Q: 3 clusters Score -2.664002e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -26641466.000000 Penalty: 6048.770996
	Iteration 4Q: 3 clusters Score -2.664147e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -26643456.000000 Penalty: 6048.770996
	Iteration 5Q: 3 clusters Score -2.664346e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -26647160.000000 Penalty: 6048.770996
	Iteration 6Q: 3 clusters Score -2.664716e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -26653816.000000 Penalty: 6048.770996
	Iteration 7F: 3 clusters Score -2.665382e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 142357 members 
Entering Unmasked Estep 
Score: -26663756.000000 Penalty: 6048.770996
	Iteration 8F: 3 clusters Score -2.666376e+07 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 155734 members 
Entering Unmasked Estep 
Score: -26675780.000000 Penalty: 6048.770996
	Iteration 9F: 3 clusters Score -2.667578e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -26686292.000000 Penalty: 6048.770996
	Iteration 10F: 3 clusters Score -2.668629e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -26693516.000000 Penalty: 6048.770996
	Iteration 11Q: 3 clusters Score -2.669352e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 180879 members 
Entering Unmasked Estep 
Score: -26697970.000000 Penalty: 6048.770996
	Iteration 12Q: 3 clusters Score -2.669797e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -26700528.000000 Penalty: 6048.770996
	Iteration 13Q: 3 clusters Score -2.670053e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 188215 members 
Entering Unmasked Estep 
Score: -26702194.000000 Penalty: 6048.770996
	Iteration 14Q: 3 clusters Score -2.670219e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -26703328.000000 Penalty: 6048.770996
	Iteration 15Q: 3 clusters Score -2.670333e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 192426 members 
Entering Unmasked Estep 
Score: -26704114.000000 Penalty: 6048.770996
	Iteration 16Q: 3 clusters Score -2.670411e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 193807 members 
Entering Unmasked Estep 
Score: -26704746.000000 Penalty: 6048.770996
	Iteration 17Q: 3 clusters Score -2.670475e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 194796 members 
Entering Unmasked Estep 
Score: -26705122.000000 Penalty: 6048.770996
	Iteration 18Q: 3 clusters Score -2.670512e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 195497 members 
Entering Unmasked Estep 
Score: -26705474.000000 Penalty: 6048.770996
	Iteration 19Q: 3 clusters Score -2.670547e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 195917 members 
Entering Unmasked Estep 
Score: -26705662.000000 Penalty: 6048.770996
	Iteration 20F: 3 clusters Score -2.670566e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 196214 members 
Entering Unmasked Estep 
Score: -26705780.000000 Penalty: 6048.770996
	Iteration 21Q: 3 clusters Score -2.670578e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 196414 members 
Entering Unmasked Estep 
Score: -26705878.000000 Penalty: 6048.770996
	Iteration 22Q: 3 clusters Score -2.670588e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 196550 members 
Entering Unmasked Estep 
Score: -26705954.000000 Penalty: 6048.770996
	Iteration 23Q: 3 clusters Score -2.670595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -26706002.000000 Penalty: 6048.770996
	Iteration 24Q: 3 clusters Score -2.6706e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 196744 members 
Entering Unmasked Estep 
Score: -26706070.000000 Penalty: 6048.770996
	Iteration 25Q: 3 clusters Score -2.670607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 196816 members 
Entering Unmasked Estep 
Score: -26706110.000000 Penalty: 6048.770996
	Iteration 26Q: 3 clusters Score -2.670611e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 196879 members 
Entering Unmasked Estep 
Score: -26706176.000000 Penalty: 6048.770996
	Iteration 27Q: 3 clusters Score -2.670618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 196917 members 
Entering Unmasked Estep 
Score: -26706186.000000 Penalty: 6048.770996
	Iteration 28Q: 3 clusters Score -2.670619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
Score: -26706210.000000 Penalty: 6048.770996
	Iteration 29Q: 3 clusters Score -2.670621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 196952 members 
Entering Unmasked Estep 
Score: -26706208.000000 Penalty: 6048.770996
	Iteration 30Q: 3 clusters Score -2.670621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 196975 members 
Entering Unmasked Estep 
Score: -26706204.000000 Penalty: 6048.770996
	Iteration 31Q: 3 clusters Score -2.67062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 196992 members 
Entering Unmasked Estep 
Score: -26706250.000000 Penalty: 6048.770996
	Iteration 32Q: 3 clusters Score -2.670625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 197017 members 
Entering Unmasked Estep 
Score: -26706242.000000 Penalty: 6048.770996
	Iteration 33Q: 3 clusters Score -2.670624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 197024 members 
Entering Unmasked Estep 
Score: -26706278.000000 Penalty: 6048.770996
	Iteration 34Q: 3 clusters Score -2.670628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 197038 members 
Entering Unmasked Estep 
Score: -26706278.000000 Penalty: 6048.770996
	Iteration 35Q: 3 clusters Score -2.670628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 197049 members 
Entering Unmasked Estep 
Score: -26706282.000000 Penalty: 6048.770996
	Iteration 36Q: 3 clusters Score -2.670628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 197064 members 
Entering Unmasked Estep 
Score: -26706274.000000 Penalty: 6048.770996
	Iteration 37Q: 3 clusters Score -2.670627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 197073 members 
Entering Unmasked Estep 
Score: -26706308.000000 Penalty: 6048.770996
	Iteration 38Q: 3 clusters Score -2.670631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 197079 members 
Entering Unmasked Estep 
Score: -26706300.000000 Penalty: 6048.770996
	Iteration 39Q: 3 clusters Score -2.67063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 197085 members 
Entering Unmasked Estep 
Score: -26706308.000000 Penalty: 6048.770996
	Iteration 40F: 3 clusters Score -2.670631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 197093 members 
Entering Unmasked Estep 
Score: -26706316.000000 Penalty: 6048.770996
	Iteration 41Q: 3 clusters Score -2.670632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 197093 members 
Entering Unmasked Estep 
Score: -26706318.000000 Penalty: 6048.770996
	Iteration 42Q: 3 clusters Score -2.670632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 197093 members 
Entering Unmasked Estep 
Score: -26706324.000000 Penalty: 6048.770996
	Iteration 43Q: 3 clusters Score -2.670632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 197094 members 
Entering Unmasked Estep 
Score: -26706322.000000 Penalty: 6048.770996
	Iteration 44Q: 3 clusters Score -2.670632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 197094 members 
Entering Unmasked Estep 
Score: -26706322.000000 Penalty: 6048.770996
	Iteration 45F: 3 clusters Score -2.670632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168313 members 
Entering Unmasked Estep 
Score: -22831464.000000 Penalty: 2984.328125
	Iteration 0F: 2 clusters Score -2.283146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -22721086.000000 Penalty: 5968.656250
	Iteration 0F: 3 clusters Score -2.272109e+07 nChanged 80645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -22768220.000000 Penalty: 5968.656250
	Iteration 1F: 3 clusters Score -2.276822e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -22768906.000000 Penalty: 5968.656250
	Iteration 2Q: 3 clusters Score -2.276891e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -22769864.000000 Penalty: 5968.656250
	Iteration 3Q: 3 clusters Score -2.276986e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -22770906.000000 Penalty: 5968.656250
	Iteration 4Q: 3 clusters Score -2.277091e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -22772480.000000 Penalty: 5968.656250
	Iteration 5Q: 3 clusters Score -2.277248e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -22774970.000000 Penalty: 5968.656250
	Iteration 6Q: 3 clusters Score -2.277497e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -22779220.000000 Penalty: 5968.656250
	Iteration 7F: 3 clusters Score -2.277922e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119661 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -22786572.000000 Penalty: 5968.656250
	Iteration 8F: 3 clusters Score -2.278657e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132882 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -22797102.000000 Penalty: 5968.656250
	Iteration 9F: 3 clusters Score -2.27971e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -22808826.000000 Penalty: 5968.656250
	Iteration 10F: 3 clusters Score -2.280883e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -22819110.000000 Penalty: 5968.656250
	Iteration 11F: 3 clusters Score -2.281911e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -22824786.000000 Penalty: 5968.656250
	Iteration 12Q: 3 clusters Score -2.282479e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -22827278.000000 Penalty: 5968.656250
	Iteration 13Q: 3 clusters Score -2.282728e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22828244.000000 Penalty: 5968.656250
	Iteration 14Q: 3 clusters Score -2.282824e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22828568.000000 Penalty: 5968.656250
	Iteration 15Q: 3 clusters Score -2.282857e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22828688.000000 Penalty: 5968.656250
	Iteration 16Q: 3 clusters Score -2.282869e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22828748.000000 Penalty: 5968.656250
	Iteration 17Q: 3 clusters Score -2.282875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22828776.000000 Penalty: 5968.656250
	Iteration 18Q: 3 clusters Score -2.282878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22828794.000000 Penalty: 5968.656250
	Iteration 19Q: 3 clusters Score -2.282879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22828830.000000 Penalty: 5968.656250
	Iteration 20F: 3 clusters Score -2.282883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168056 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22828844.000000 Penalty: 5968.656250
	Iteration 21Q: 3 clusters Score -2.282884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22828850.000000 Penalty: 5968.656250
	Iteration 22Q: 3 clusters Score -2.282885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22828850.000000 Penalty: 5968.656250
	Iteration 23Q: 3 clusters Score -2.282885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22828852.000000 Penalty: 5968.656250
	Iteration 24Q: 3 clusters Score -2.282885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22828864.000000 Penalty: 5968.656250
	Iteration 25Q: 3 clusters Score -2.282886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22828860.000000 Penalty: 5968.656250
	Iteration 26Q: 3 clusters Score -2.282886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22828860.000000 Penalty: 5968.656250
	Iteration 27Q: 3 clusters Score -2.282886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22828860.000000 Penalty: 5968.656250
	Iteration 28F: 3 clusters Score -2.282886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1512329.875000 Penalty: 2342.932373
	Iteration 0F: 2 clusters Score -1512330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1502937.250000 Penalty: 4685.864746
	Iteration 0F: 3 clusters Score -1502937 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1505962.000000 Penalty: 4685.864746
	Iteration 1F: 3 clusters Score -1505962 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1506704.875000 Penalty: 4685.864746
	Iteration 2F: 3 clusters Score -1506705 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1507665.500000 Penalty: 4685.864746
	Iteration 3F: 3 clusters Score -1507666 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1508692.875000 Penalty: 4685.864746
	Iteration 4F: 3 clusters Score -1508693 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1509443.125000 Penalty: 4685.864746
	Iteration 5F: 3 clusters Score -1509443 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1509916.125000 Penalty: 4685.864746
	Iteration 6F: 3 clusters Score -1509916 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1510233.625000 Penalty: 4685.864746
	Iteration 7Q: 3 clusters Score -1510234 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1510428.875000 Penalty: 4685.864746
	Iteration 8Q: 3 clusters Score -1510429 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1510557.625000 Penalty: 4685.864746
	Iteration 9Q: 3 clusters Score -1510558 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1510639.625000 Penalty: 4685.864746
	Iteration 10Q: 3 clusters Score -1510640 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1510694.500000 Penalty: 4685.864746
	Iteration 11Q: 3 clusters Score -1510694 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1510727.000000 Penalty: 4685.864746
	Iteration 12Q: 3 clusters Score -1510727 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1510753.250000 Penalty: 4685.864746
	Iteration 13Q: 3 clusters Score -1510753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1510762.625000 Penalty: 4685.864746
	Iteration 14Q: 3 clusters Score -1510763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1510769.375000 Penalty: 4685.864746
	Iteration 15Q: 3 clusters Score -1510769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1510777.000000 Penalty: 4685.864746
	Iteration 16Q: 3 clusters Score -1510777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1510785.750000 Penalty: 4685.864746
	Iteration 17Q: 3 clusters Score -1510786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1510796.250000 Penalty: 4685.864746
	Iteration 18Q: 3 clusters Score -1510796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1510800.625000 Penalty: 4685.864746
	Iteration 19Q: 3 clusters Score -1510801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1510804.125000 Penalty: 4685.864746
	Iteration 20F: 3 clusters Score -1510804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1510815.750000 Penalty: 4685.864746
	Iteration 21Q: 3 clusters Score -1510816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1510817.000000 Penalty: 4685.864746
	Iteration 22Q: 3 clusters Score -1510817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1510820.375000 Penalty: 4685.864746
	Iteration 23Q: 3 clusters Score -1510820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1510820.750000 Penalty: 4685.864746
	Iteration 24Q: 3 clusters Score -1510821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1510821.625000 Penalty: 4685.864746
	Iteration 25Q: 3 clusters Score -1510822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1510824.750000 Penalty: 4685.864746
	Iteration 26Q: 3 clusters Score -1510825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1510825.875000 Penalty: 4685.864746
	Iteration 27Q: 3 clusters Score -1510826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1510828.625000 Penalty: 4685.864746
	Iteration 28Q: 3 clusters Score -1510829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1510837.000000 Penalty: 4685.864746
	Iteration 29Q: 3 clusters Score -1510837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1510839.750000 Penalty: 4685.864746
	Iteration 30Q: 3 clusters Score -1510840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1510839.000000 Penalty: 4685.864746
	Iteration 31Q: 3 clusters Score -1510839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1510842.000000 Penalty: 4685.864746
	Iteration 32Q: 3 clusters Score -1510842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1510844.875000 Penalty: 4685.864746
	Iteration 33Q: 3 clusters Score -1510845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1510841.375000 Penalty: 4685.864746
	Iteration 34Q: 3 clusters Score -1510841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1510842.250000 Penalty: 4685.864746
	Iteration 35Q: 3 clusters Score -1510842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1510846.875000 Penalty: 4685.864746
	Iteration 36Q: 3 clusters Score -1510847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1510847.750000 Penalty: 4685.864746
	Iteration 37Q: 3 clusters Score -1510848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1510855.750000 Penalty: 4685.864746
	Iteration 38Q: 3 clusters Score -1510856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1510849.500000 Penalty: 4685.864746
	Iteration 39Q: 3 clusters Score -1510850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1510851.500000 Penalty: 4685.864746
	Iteration 40F: 3 clusters Score -1510852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1510853.000000 Penalty: 4685.864746
	Iteration 41Q: 3 clusters Score -1510853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1510855.875000 Penalty: 4685.864746
	Iteration 42Q: 3 clusters Score -1510856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1510854.375000 Penalty: 4685.864746
	Iteration 43Q: 3 clusters Score -1510854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1510852.875000 Penalty: 4685.864746
	Iteration 44Q: 3 clusters Score -1510853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1510855.875000 Penalty: 4685.864746
	Iteration 45Q: 3 clusters Score -1510856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1510857.000000 Penalty: 4685.864746
	Iteration 46Q: 3 clusters Score -1510857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1510857.625000 Penalty: 4685.864746
	Iteration 47Q: 3 clusters Score -1510858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1510857.500000 Penalty: 4685.864746
	Iteration 48Q: 3 clusters Score -1510858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1510859.375000 Penalty: 4685.864746
	Iteration 49Q: 3 clusters Score -1510859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1510862.250000 Penalty: 4685.864746
	Iteration 50Q: 3 clusters Score -1510862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1510862.000000 Penalty: 4685.864746
	Iteration 51Q: 3 clusters Score -1510862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1510862.375000 Penalty: 4685.864746
	Iteration 52Q: 3 clusters Score -1510862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1510862.375000 Penalty: 4685.864746
	Iteration 53Q: 3 clusters Score -1510862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1510865.125000 Penalty: 4685.864746
	Iteration 54Q: 3 clusters Score -1510865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1510864.875000 Penalty: 4685.864746
	Iteration 55Q: 3 clusters Score -1510865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1510865.375000 Penalty: 4685.864746
	Iteration 56Q: 3 clusters Score -1510865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1510860.000000 Penalty: 4685.864746
	Iteration 57Q: 3 clusters Score -1510860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1510861.500000 Penalty: 4685.864746
	Iteration 58Q: 3 clusters Score -1510862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1510859.125000 Penalty: 4685.864746
	Iteration 59Q: 3 clusters Score -1510859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1510863.000000 Penalty: 4685.864746
	Iteration 60F: 3 clusters Score -1510863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1510861.750000 Penalty: 4685.864746
	Iteration 61Q: 3 clusters Score -1510862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1510863.125000 Penalty: 4685.864746
	Iteration 62Q: 3 clusters Score -1510863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1510861.500000 Penalty: 4685.864746
	Iteration 63Q: 3 clusters Score -1510862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1510863.500000 Penalty: 4685.864746
	Iteration 64Q: 3 clusters Score -1510864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1510865.375000 Penalty: 4685.864746
	Iteration 65Q: 3 clusters Score -1510865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1510866.250000 Penalty: 4685.864746
	Iteration 66Q: 3 clusters Score -1510866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1510866.250000 Penalty: 4685.864746
	Iteration 67F: 3 clusters Score -1510866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Entering Unmasked Estep 
Score: -2410633.250000 Penalty: 2441.457520
	Iteration 0F: 2 clusters Score -2410633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2397189.250000 Penalty: 4882.915039
	Iteration 0F: 3 clusters Score -2397189 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2401852.250000 Penalty: 4882.915039
	Iteration 1F: 3 clusters Score -2401852 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2402346.250000 Penalty: 4882.915039
	Iteration 2F: 3 clusters Score -2402346 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2402748.750000 Penalty: 4882.915039
	Iteration 3F: 3 clusters Score -2402749 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2403140.750000 Penalty: 4882.915039
	Iteration 4Q: 3 clusters Score -2403141 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2403501.500000 Penalty: 4882.915039
	Iteration 5Q: 3 clusters Score -2403502 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2403849.750000 Penalty: 4882.915039
	Iteration 6Q: 3 clusters Score -2403850 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2404186.500000 Penalty: 4882.915039
	Iteration 7Q: 3 clusters Score -2404186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2404526.250000 Penalty: 4882.915039
	Iteration 8Q: 3 clusters Score -2404526 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2404831.750000 Penalty: 4882.915039
	Iteration 9Q: 3 clusters Score -2404832 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2405165.500000 Penalty: 4882.915039
	Iteration 10Q: 3 clusters Score -2405166 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2405518.250000 Penalty: 4882.915039
	Iteration 11Q: 3 clusters Score -2405518 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2405873.500000 Penalty: 4882.915039
	Iteration 12Q: 3 clusters Score -2405874 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2406194.000000 Penalty: 4882.915039
	Iteration 13Q: 3 clusters Score -2406194 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2406500.500000 Penalty: 4882.915039
	Iteration 14Q: 3 clusters Score -2406500 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2406809.000000 Penalty: 4882.915039
	Iteration 15Q: 3 clusters Score -2406809 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2407089.250000 Penalty: 4882.915039
	Iteration 16Q: 3 clusters Score -2407089 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2407339.500000 Penalty: 4882.915039
	Iteration 17Q: 3 clusters Score -2407340 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2407570.000000 Penalty: 4882.915039
	Iteration 18Q: 3 clusters Score -2407570 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2407799.000000 Penalty: 4882.915039
	Iteration 19Q: 3 clusters Score -2407799 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2407997.500000 Penalty: 4882.915039
	Iteration 20F: 3 clusters Score -2407998 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2408187.000000 Penalty: 4882.915039
	Iteration 21Q: 3 clusters Score -2408187 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2408343.000000 Penalty: 4882.915039
	Iteration 22Q: 3 clusters Score -2408343 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2408505.500000 Penalty: 4882.915039
	Iteration 23Q: 3 clusters Score -2408506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2408631.000000 Penalty: 4882.915039
	Iteration 24Q: 3 clusters Score -2408631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2408731.500000 Penalty: 4882.915039
	Iteration 25Q: 3 clusters Score -2408732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2408796.250000 Penalty: 4882.915039
	Iteration 26Q: 3 clusters Score -2408796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2408838.000000 Penalty: 4882.915039
	Iteration 27Q: 3 clusters Score -2408838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2408850.500000 Penalty: 4882.915039
	Iteration 28Q: 3 clusters Score -2408850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2408864.750000 Penalty: 4882.915039
	Iteration 29Q: 3 clusters Score -2408865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2408871.750000 Penalty: 4882.915039
	Iteration 30Q: 3 clusters Score -2408872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2408877.000000 Penalty: 4882.915039
	Iteration 31Q: 3 clusters Score -2408877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2408884.750000 Penalty: 4882.915039
	Iteration 32Q: 3 clusters Score -2408885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2408886.500000 Penalty: 4882.915039
	Iteration 33Q: 3 clusters Score -2408886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2408895.250000 Penalty: 4882.915039
	Iteration 34Q: 3 clusters Score -2408895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2408905.000000 Penalty: 4882.915039
	Iteration 35Q: 3 clusters Score -2408905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2408911.000000 Penalty: 4882.915039
	Iteration 36Q: 3 clusters Score -2408911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2408914.750000 Penalty: 4882.915039
	Iteration 37Q: 3 clusters Score -2408915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2408919.000000 Penalty: 4882.915039
	Iteration 38Q: 3 clusters Score -2408919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2408922.500000 Penalty: 4882.915039
	Iteration 39Q: 3 clusters Score -2408922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2408925.500000 Penalty: 4882.915039
	Iteration 40F: 3 clusters Score -2408926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2408927.500000 Penalty: 4882.915039
	Iteration 41Q: 3 clusters Score -2408928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2408930.750000 Penalty: 4882.915039
	Iteration 42Q: 3 clusters Score -2408931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2408932.250000 Penalty: 4882.915039
	Iteration 43Q: 3 clusters Score -2408932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2408936.250000 Penalty: 4882.915039
	Iteration 44Q: 3 clusters Score -2408936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2408942.000000 Penalty: 4882.915039
	Iteration 45Q: 3 clusters Score -2408942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2408943.250000 Penalty: 4882.915039
	Iteration 46Q: 3 clusters Score -2408943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2408943.500000 Penalty: 4882.915039
	Iteration 47Q: 3 clusters Score -2408944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2408943.750000 Penalty: 4882.915039
	Iteration 48Q: 3 clusters Score -2408944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2408948.750000 Penalty: 4882.915039
	Iteration 49Q: 3 clusters Score -2408949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2408951.250000 Penalty: 4882.915039
	Iteration 50Q: 3 clusters Score -2408951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2408951.500000 Penalty: 4882.915039
	Iteration 51Q: 3 clusters Score -2408952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2408951.500000 Penalty: 4882.915039
	Iteration 52F: 3 clusters Score -2408952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -241175.375000 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -241175.4 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 948 members 
Entering Unmasked Estep 
Score: -238636.390625 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -238636.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -239088.203125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -239088.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -239227.968750 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -239228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239349.890625 Penalty: 3749.800049
	Iteration 3F: 3 clusters Score -239349.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -239460.765625 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -239460.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -239565.968750 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -239566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -239663.140625 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -239663.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -239798.718750 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -239798.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -239957.046875 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -239957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -240104.718750 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -240104.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -240196.906250 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -240196.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -240257.437500 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -240257.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -240312.921875 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -240312.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -240344.390625 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -240344.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -240369.187500 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -240369.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -240394.375000 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -240394.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -240410.015625 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -240410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -240419.453125 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -240419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -240422.156250 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -240422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -240423.515625 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -240423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240424.156250 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -240424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -240424.687500 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -240424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -240425.375000 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -240425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -240426.062500 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -240426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -240426.062500 Penalty: 3749.800049
	Iteration 24F: 3 clusters Score -240426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -97960.445312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -97960.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96225.390625 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -96225.39 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96733.632812 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -96733.63 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97019.984375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -97019.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97238.710938 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -97238.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -97400.546875 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -97400.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97586.937500 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -97586.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -97707.984375 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -97707.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97859.812500 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -97859.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97971.515625 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -97971.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98102.226562 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -98102.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98455.062500 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -98455.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98542.210938 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -98542.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98597.101562 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -98597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98607.789062 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -98607.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98618.476562 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -98618.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98623.906250 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -98623.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98632.054688 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -98632.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98642.007812 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -98642.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98659.398438 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -98659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98718.210938 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -98718.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98769.328125 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -98769.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98798.335938 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -98798.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98840.070312 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -98840.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98878.609375 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -98878.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98941.812500 Penalty: 3347.384766
	Iteration 24Q: 3 clusters Score -98941.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99084.046875 Penalty: 3347.384766
	Iteration 25Q: 3 clusters Score -99084.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99214.429688 Penalty: 3347.384766
	Iteration 26Q: 3 clusters Score -99214.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99246.453125 Penalty: 3347.384766
	Iteration 27Q: 3 clusters Score -99246.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99251.578125 Penalty: 3347.384766
	Iteration 28Q: 3 clusters Score -99251.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99253.468750 Penalty: 3347.384766
	Iteration 29Q: 3 clusters Score -99253.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99256.515625 Penalty: 3347.384766
	Iteration 30F: 3 clusters Score -99256.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99294.984375 Penalty: 3347.384766
	Iteration 31Q: 3 clusters Score -99294.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99294.984375 Penalty: 3347.384766
	Iteration 32F: 3 clusters Score -99294.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69253 members 
Mstep: Class 4 contains 93375 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108552 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168313 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 424 members 
Entering Unmasked Estep 
Score: -126440928.000000 Penalty: 78551.085938
Splitting cluster 14 changes total score from -126441336.000000 to -126440928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (169142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169142 members 
Entering Unmasked Estep 
Score: -22857816.000000 Penalty: 2985.546631
	Iteration 0F: 2 clusters Score -2.285782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -22746636.000000 Penalty: 5971.093262
	Iteration 0F: 3 clusters Score -2.274664e+07 nChanged 81154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -22793670.000000 Penalty: 5971.093262
	Iteration 1F: 3 clusters Score -2.279367e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -22794518.000000 Penalty: 5971.093262
	Iteration 2Q: 3 clusters Score -2.279452e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -22795620.000000 Penalty: 5971.093262
	Iteration 3Q: 3 clusters Score -2.279562e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -22797610.000000 Penalty: 5971.093262
	Iteration 4Q: 3 clusters Score -2.279761e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -22801642.000000 Penalty: 5971.093262
	Iteration 5Q: 3 clusters Score -2.280164e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 118127 members 
Entering Unmasked Estep 
Score: -22809234.000000 Penalty: 5971.093262
	Iteration 6F: 3 clusters Score -2.280923e+07 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
Score: -22821682.000000 Penalty: 5971.093262
	Iteration 7F: 3 clusters Score -2.282168e+07 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 148486 members 
Entering Unmasked Estep 
Score: -22836648.000000 Penalty: 5971.093262
	Iteration 8F: 3 clusters Score -2.283665e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -22848096.000000 Penalty: 5971.093262
	Iteration 9F: 3 clusters Score -2.28481e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -22852850.000000 Penalty: 5971.093262
	Iteration 10Q: 3 clusters Score -2.285285e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -22854338.000000 Penalty: 5971.093262
	Iteration 11Q: 3 clusters Score -2.285434e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -22854922.000000 Penalty: 5971.093262
	Iteration 12Q: 3 clusters Score -2.285492e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -22855096.000000 Penalty: 5971.093262
	Iteration 13Q: 3 clusters Score -2.28551e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -22855182.000000 Penalty: 5971.093262
	Iteration 14Q: 3 clusters Score -2.285518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 168793 members 
Entering Unmasked Estep 
Score: -22855202.000000 Penalty: 5971.093262
	Iteration 15Q: 3 clusters Score -2.28552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -22855284.000000 Penalty: 5971.093262
	Iteration 16Q: 3 clusters Score -2.285528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 168808 members 
Entering Unmasked Estep 
Score: -22855290.000000 Penalty: 5971.093262
	Iteration 17Q: 3 clusters Score -2.285529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 168819 members 
Entering Unmasked Estep 
Score: -22855294.000000 Penalty: 5971.093262
	Iteration 18Q: 3 clusters Score -2.285529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -22855310.000000 Penalty: 5971.093262
	Iteration 19Q: 3 clusters Score -2.285531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -22855348.000000 Penalty: 5971.093262
	Iteration 20F: 3 clusters Score -2.285535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -22855360.000000 Penalty: 5971.093262
	Iteration 21Q: 3 clusters Score -2.285536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 168838 members 
Entering Unmasked Estep 
Score: -22855374.000000 Penalty: 5971.093262
	Iteration 22Q: 3 clusters Score -2.285537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -22855366.000000 Penalty: 5971.093262
	Iteration 23Q: 3 clusters Score -2.285537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -22855386.000000 Penalty: 5971.093262
	Iteration 24Q: 3 clusters Score -2.285539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -22855382.000000 Penalty: 5971.093262
	Iteration 25Q: 3 clusters Score -2.285538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -22855382.000000 Penalty: 5971.093262
	Iteration 26F: 3 clusters Score -2.285538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Entering Unmasked Estep 
Score: -2817192.250000 Penalty: 2476.947266
	Iteration 0F: 2 clusters Score -2817192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2802102.250000 Penalty: 4953.894531
	Iteration 0F: 3 clusters Score -2802102 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2807327.750000 Penalty: 4953.894531
	Iteration 1F: 3 clusters Score -2807328 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2808032.500000 Penalty: 4953.894531
	Iteration 2F: 3 clusters Score -2808032 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2808899.500000 Penalty: 4953.894531
	Iteration 3F: 3 clusters Score -2808900 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2809823.000000 Penalty: 4953.894531
	Iteration 4F: 3 clusters Score -2809823 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2810693.750000 Penalty: 4953.894531
	Iteration 5F: 3 clusters Score -2810694 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2811481.750000 Penalty: 4953.894531
	Iteration 6F: 3 clusters Score -2811482 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2812267.500000 Penalty: 4953.894531
	Iteration 7Q: 3 clusters Score -2812268 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2812993.250000 Penalty: 4953.894531
	Iteration 8Q: 3 clusters Score -2812993 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2813599.250000 Penalty: 4953.894531
	Iteration 9Q: 3 clusters Score -2813599 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2814097.750000 Penalty: 4953.894531
	Iteration 10Q: 3 clusters Score -2814098 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2814429.250000 Penalty: 4953.894531
	Iteration 11Q: 3 clusters Score -2814429 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2814641.750000 Penalty: 4953.894531
	Iteration 12Q: 3 clusters Score -2814642 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2814759.500000 Penalty: 4953.894531
	Iteration 13Q: 3 clusters Score -2814760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2814848.500000 Penalty: 4953.894531
	Iteration 14Q: 3 clusters Score -2814848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2814931.000000 Penalty: 4953.894531
	Iteration 15Q: 3 clusters Score -2814931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2814974.750000 Penalty: 4953.894531
	Iteration 16Q: 3 clusters Score -2814975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2815007.000000 Penalty: 4953.894531
	Iteration 17Q: 3 clusters Score -2815007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2815021.250000 Penalty: 4953.894531
	Iteration 18Q: 3 clusters Score -2815021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2815031.250000 Penalty: 4953.894531
	Iteration 19Q: 3 clusters Score -2815031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2815039.500000 Penalty: 4953.894531
	Iteration 20F: 3 clusters Score -2815040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2815044.250000 Penalty: 4953.894531
	Iteration 21Q: 3 clusters Score -2815044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2815046.750000 Penalty: 4953.894531
	Iteration 22Q: 3 clusters Score -2815047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2815050.500000 Penalty: 4953.894531
	Iteration 23Q: 3 clusters Score -2815050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2815055.250000 Penalty: 4953.894531
	Iteration 24Q: 3 clusters Score -2815055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2815056.250000 Penalty: 4953.894531
	Iteration 25Q: 3 clusters Score -2815056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2815066.500000 Penalty: 4953.894531
	Iteration 26Q: 3 clusters Score -2815066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2815075.000000 Penalty: 4953.894531
	Iteration 27Q: 3 clusters Score -2815075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2815082.000000 Penalty: 4953.894531
	Iteration 28Q: 3 clusters Score -2815082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2815087.250000 Penalty: 4953.894531
	Iteration 29Q: 3 clusters Score -2815087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2815088.500000 Penalty: 4953.894531
	Iteration 30Q: 3 clusters Score -2815088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2815088.750000 Penalty: 4953.894531
	Iteration 31Q: 3 clusters Score -2815089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2815094.000000 Penalty: 4953.894531
	Iteration 32Q: 3 clusters Score -2815094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2815095.500000 Penalty: 4953.894531
	Iteration 33Q: 3 clusters Score -2815096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2815095.000000 Penalty: 4953.894531
	Iteration 34Q: 3 clusters Score -2815095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2815094.000000 Penalty: 4953.894531
	Iteration 35Q: 3 clusters Score -2815094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2815097.750000 Penalty: 4953.894531
	Iteration 36Q: 3 clusters Score -2815098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2815097.750000 Penalty: 4953.894531
	Iteration 37F: 3 clusters Score -2815098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -725881.687500 Penalty: 2129.043457
	Iteration 0F: 2 clusters Score -725881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -721123.312500 Penalty: 4258.086914
	Iteration 0F: 3 clusters Score -721123.3 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -722243.437500 Penalty: 4258.086914
	Iteration 1F: 3 clusters Score -722243.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -722463.437500 Penalty: 4258.086914
	Iteration 2F: 3 clusters Score -722463.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -722578.437500 Penalty: 4258.086914
	Iteration 3Q: 3 clusters Score -722578.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -722663.187500 Penalty: 4258.086914
	Iteration 4Q: 3 clusters Score -722663.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -722732.375000 Penalty: 4258.086914
	Iteration 5Q: 3 clusters Score -722732.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -722787.312500 Penalty: 4258.086914
	Iteration 6Q: 3 clusters Score -722787.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -722841.687500 Penalty: 4258.086914
	Iteration 7Q: 3 clusters Score -722841.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -722889.687500 Penalty: 4258.086914
	Iteration 8Q: 3 clusters Score -722889.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -722946.500000 Penalty: 4258.086914
	Iteration 9Q: 3 clusters Score -722946.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -722998.250000 Penalty: 4258.086914
	Iteration 10Q: 3 clusters Score -722998.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -723057.875000 Penalty: 4258.086914
	Iteration 11Q: 3 clusters Score -723057.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -723123.687500 Penalty: 4258.086914
	Iteration 12Q: 3 clusters Score -723123.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -723196.312500 Penalty: 4258.086914
	Iteration 13Q: 3 clusters Score -723196.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -723259.562500 Penalty: 4258.086914
	Iteration 14Q: 3 clusters Score -723259.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -723330.187500 Penalty: 4258.086914
	Iteration 15Q: 3 clusters Score -723330.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -723397.000000 Penalty: 4258.086914
	Iteration 16Q: 3 clusters Score -723397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -723474.875000 Penalty: 4258.086914
	Iteration 17Q: 3 clusters Score -723474.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -723546.437500 Penalty: 4258.086914
	Iteration 18Q: 3 clusters Score -723546.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -723603.562500 Penalty: 4258.086914
	Iteration 19Q: 3 clusters Score -723603.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -723666.937500 Penalty: 4258.086914
	Iteration 20F: 3 clusters Score -723666.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -723725.000000 Penalty: 4258.086914
	Iteration 21Q: 3 clusters Score -723725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -723770.062500 Penalty: 4258.086914
	Iteration 22Q: 3 clusters Score -723770.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -723804.875000 Penalty: 4258.086914
	Iteration 23Q: 3 clusters Score -723804.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -723824.750000 Penalty: 4258.086914
	Iteration 24Q: 3 clusters Score -723824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -723843.812500 Penalty: 4258.086914
	Iteration 25Q: 3 clusters Score -723843.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -723854.687500 Penalty: 4258.086914
	Iteration 26Q: 3 clusters Score -723854.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -723862.312500 Penalty: 4258.086914
	Iteration 27Q: 3 clusters Score -723862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -723875.000000 Penalty: 4258.086914
	Iteration 28Q: 3 clusters Score -723875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -723881.125000 Penalty: 4258.086914
	Iteration 29Q: 3 clusters Score -723881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -723892.250000 Penalty: 4258.086914
	Iteration 30Q: 3 clusters Score -723892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -723904.812500 Penalty: 4258.086914
	Iteration 31Q: 3 clusters Score -723904.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -723917.750000 Penalty: 4258.086914
	Iteration 32Q: 3 clusters Score -723917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -723926.312500 Penalty: 4258.086914
	Iteration 33Q: 3 clusters Score -723926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -723936.125000 Penalty: 4258.086914
	Iteration 34Q: 3 clusters Score -723936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -723945.500000 Penalty: 4258.086914
	Iteration 35Q: 3 clusters Score -723945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -723948.312500 Penalty: 4258.086914
	Iteration 36Q: 3 clusters Score -723948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -723952.375000 Penalty: 4258.086914
	Iteration 37Q: 3 clusters Score -723952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -723957.312500 Penalty: 4258.086914
	Iteration 38Q: 3 clusters Score -723957.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -723967.437500 Penalty: 4258.086914
	Iteration 39Q: 3 clusters Score -723967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -723977.187500 Penalty: 4258.086914
	Iteration 40F: 3 clusters Score -723977.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -723985.437500 Penalty: 4258.086914
	Iteration 41Q: 3 clusters Score -723985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -723996.562500 Penalty: 4258.086914
	Iteration 42Q: 3 clusters Score -723996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -724005.062500 Penalty: 4258.086914
	Iteration 43Q: 3 clusters Score -724005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -724011.062500 Penalty: 4258.086914
	Iteration 44Q: 3 clusters Score -724011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -724017.687500 Penalty: 4258.086914
	Iteration 45Q: 3 clusters Score -724017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -724024.937500 Penalty: 4258.086914
	Iteration 46Q: 3 clusters Score -724024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -724030.000000 Penalty: 4258.086914
	Iteration 47Q: 3 clusters Score -724030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -724041.062500 Penalty: 4258.086914
	Iteration 48Q: 3 clusters Score -724041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -724046.500000 Penalty: 4258.086914
	Iteration 49Q: 3 clusters Score -724046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -724050.812500 Penalty: 4258.086914
	Iteration 50Q: 3 clusters Score -724050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -724052.812500 Penalty: 4258.086914
	Iteration 51Q: 3 clusters Score -724052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -724053.062500 Penalty: 4258.086914
	Iteration 52Q: 3 clusters Score -724053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -724054.437500 Penalty: 4258.086914
	Iteration 53Q: 3 clusters Score -724054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -724055.187500 Penalty: 4258.086914
	Iteration 54Q: 3 clusters Score -724055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -724056.750000 Penalty: 4258.086914
	Iteration 55Q: 3 clusters Score -724056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -724056.750000 Penalty: 4258.086914
	Iteration 56F: 3 clusters Score -724056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -44390.417969 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -44390.42 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: -43038.933594 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -43038.93 nChanged 42
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: -43147.429688 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -43147.43 nChanged 9
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: -43176.750000 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -43176.75 nChanged 4
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: -43185.851562 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -43185.85 nChanged 1
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: -43188.687500 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -43188.69 nChanged 1
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: -43191.929688 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -43191.93 nChanged 0
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: -43191.929688 Penalty: 2904.115723
	Iteration 6F: 3 clusters Score -43191.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Entering Unmasked Estep 
Score: -3107932.750000 Penalty: 2486.747559
	Iteration 0F: 2 clusters Score -3107933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3092126.500000 Penalty: 4973.495117
	Iteration 0F: 3 clusters Score -3092126 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3097529.250000 Penalty: 4973.495117
	Iteration 1F: 3 clusters Score -3097529 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3097891.500000 Penalty: 4973.495117
	Iteration 2Q: 3 clusters Score -3097892 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3098167.000000 Penalty: 4973.495117
	Iteration 3Q: 3 clusters Score -3098167 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3098447.000000 Penalty: 4973.495117
	Iteration 4Q: 3 clusters Score -3098447 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3098769.250000 Penalty: 4973.495117
	Iteration 5Q: 3 clusters Score -3098769 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3099061.000000 Penalty: 4973.495117
	Iteration 6Q: 3 clusters Score -3099061 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3099402.000000 Penalty: 4973.495117
	Iteration 7Q: 3 clusters Score -3099402 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3099863.500000 Penalty: 4973.495117
	Iteration 8Q: 3 clusters Score -3099864 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3100425.500000 Penalty: 4973.495117
	Iteration 9Q: 3 clusters Score -3100426 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3101067.500000 Penalty: 4973.495117
	Iteration 10Q: 3 clusters Score -3101068 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3101762.250000 Penalty: 4973.495117
	Iteration 11Q: 3 clusters Score -3101762 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3102422.000000 Penalty: 4973.495117
	Iteration 12Q: 3 clusters Score -3102422 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3102951.750000 Penalty: 4973.495117
	Iteration 13Q: 3 clusters Score -3102952 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3103353.750000 Penalty: 4973.495117
	Iteration 14Q: 3 clusters Score -3103354 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3103585.500000 Penalty: 4973.495117
	Iteration 15Q: 3 clusters Score -3103586 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3103746.000000 Penalty: 4973.495117
	Iteration 16Q: 3 clusters Score -3103746 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3103820.500000 Penalty: 4973.495117
	Iteration 17Q: 3 clusters Score -3103820 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3103890.250000 Penalty: 4973.495117
	Iteration 18Q: 3 clusters Score -3103890 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3103941.000000 Penalty: 4973.495117
	Iteration 19Q: 3 clusters Score -3103941 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3103993.250000 Penalty: 4973.495117
	Iteration 20F: 3 clusters Score -3103993 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3104011.750000 Penalty: 4973.495117
	Iteration 21Q: 3 clusters Score -3104012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3104036.750000 Penalty: 4973.495117
	Iteration 22Q: 3 clusters Score -3104037 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3104055.500000 Penalty: 4973.495117
	Iteration 23Q: 3 clusters Score -3104056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3104071.000000 Penalty: 4973.495117
	Iteration 24Q: 3 clusters Score -3104071 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3104081.000000 Penalty: 4973.495117
	Iteration 25Q: 3 clusters Score -3104081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3104092.250000 Penalty: 4973.495117
	Iteration 26Q: 3 clusters Score -3104092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3104103.000000 Penalty: 4973.495117
	Iteration 27Q: 3 clusters Score -3104103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3104117.000000 Penalty: 4973.495117
	Iteration 28Q: 3 clusters Score -3104117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3104116.000000 Penalty: 4973.495117
	Iteration 29Q: 3 clusters Score -3104116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3104136.500000 Penalty: 4973.495117
	Iteration 30Q: 3 clusters Score -3104136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3104129.750000 Penalty: 4973.495117
	Iteration 31Q: 3 clusters Score -3104130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3104130.750000 Penalty: 4973.495117
	Iteration 32Q: 3 clusters Score -3104131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3104136.000000 Penalty: 4973.495117
	Iteration 33Q: 3 clusters Score -3104136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3104147.750000 Penalty: 4973.495117
	Iteration 34Q: 3 clusters Score -3104148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3104146.250000 Penalty: 4973.495117
	Iteration 35Q: 3 clusters Score -3104146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3104150.750000 Penalty: 4973.495117
	Iteration 36Q: 3 clusters Score -3104151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3104149.000000 Penalty: 4973.495117
	Iteration 37Q: 3 clusters Score -3104149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3104149.750000 Penalty: 4973.495117
	Iteration 38Q: 3 clusters Score -3104150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3104154.500000 Penalty: 4973.495117
	Iteration 39Q: 3 clusters Score -3104154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3104160.500000 Penalty: 4973.495117
	Iteration 40F: 3 clusters Score -3104160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3104162.750000 Penalty: 4973.495117
	Iteration 41Q: 3 clusters Score -3104163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3104172.500000 Penalty: 4973.495117
	Iteration 42Q: 3 clusters Score -3104172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3104164.500000 Penalty: 4973.495117
	Iteration 43Q: 3 clusters Score -3104164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3104172.250000 Penalty: 4973.495117
	Iteration 44Q: 3 clusters Score -3104172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3104168.500000 Penalty: 4973.495117
	Iteration 45Q: 3 clusters Score -3104168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3104169.250000 Penalty: 4973.495117
	Iteration 46Q: 3 clusters Score -3104169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3104175.500000 Penalty: 4973.495117
	Iteration 47Q: 3 clusters Score -3104176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3104177.000000 Penalty: 4973.495117
	Iteration 48Q: 3 clusters Score -3104177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3104175.250000 Penalty: 4973.495117
	Iteration 49Q: 3 clusters Score -3104175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3104176.500000 Penalty: 4973.495117
	Iteration 50Q: 3 clusters Score -3104176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3104176.750000 Penalty: 4973.495117
	Iteration 51Q: 3 clusters Score -3104177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3104174.750000 Penalty: 4973.495117
	Iteration 52Q: 3 clusters Score -3104175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3104175.750000 Penalty: 4973.495117
	Iteration 53Q: 3 clusters Score -3104176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3104176.000000 Penalty: 4973.495117
	Iteration 54Q: 3 clusters Score -3104176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3104170.250000 Penalty: 4973.495117
	Iteration 55Q: 3 clusters Score -3104170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3104173.500000 Penalty: 4973.495117
	Iteration 56Q: 3 clusters Score -3104174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3104176.250000 Penalty: 4973.495117
	Iteration 57Q: 3 clusters Score -3104176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3104174.000000 Penalty: 4973.495117
	Iteration 58Q: 3 clusters Score -3104174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3104171.000000 Penalty: 4973.495117
	Iteration 59Q: 3 clusters Score -3104171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3104174.250000 Penalty: 4973.495117
	Iteration 60F: 3 clusters Score -3104174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3104176.250000 Penalty: 4973.495117
	Iteration 61Q: 3 clusters Score -3104176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3104172.250000 Penalty: 4973.495117
	Iteration 62Q: 3 clusters Score -3104172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3104171.750000 Penalty: 4973.495117
	Iteration 63Q: 3 clusters Score -3104172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3104164.250000 Penalty: 4973.495117
	Iteration 64Q: 3 clusters Score -3104164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3104168.750000 Penalty: 4973.495117
	Iteration 65Q: 3 clusters Score -3104169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3104172.250000 Penalty: 4973.495117
	Iteration 66Q: 3 clusters Score -3104172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3104177.000000 Penalty: 4973.495117
	Iteration 67Q: 3 clusters Score -3104177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3104177.250000 Penalty: 4973.495117
	Iteration 68Q: 3 clusters Score -3104177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3104179.750000 Penalty: 4973.495117
	Iteration 69Q: 3 clusters Score -3104180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3104176.250000 Penalty: 4973.495117
	Iteration 70Q: 3 clusters Score -3104176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3104178.750000 Penalty: 4973.495117
	Iteration 71Q: 3 clusters Score -3104179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3104182.000000 Penalty: 4973.495117
	Iteration 72Q: 3 clusters Score -3104182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3104183.250000 Penalty: 4973.495117
	Iteration 73Q: 3 clusters Score -3104183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3104181.000000 Penalty: 4973.495117
	Iteration 74Q: 3 clusters Score -3104181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3104182.750000 Penalty: 4973.495117
	Iteration 75Q: 3 clusters Score -3104183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3104187.500000 Penalty: 4973.495117
	Iteration 76Q: 3 clusters Score -3104188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3104188.000000 Penalty: 4973.495117
	Iteration 77Q: 3 clusters Score -3104188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3104193.000000 Penalty: 4973.495117
	Iteration 78Q: 3 clusters Score -3104193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3104187.500000 Penalty: 4973.495117
	Iteration 79Q: 3 clusters Score -3104188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3104184.000000 Penalty: 4973.495117
	Iteration 80F: 3 clusters Score -3104184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3104185.750000 Penalty: 4973.495117
	Iteration 81Q: 3 clusters Score -3104186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3104184.750000 Penalty: 4973.495117
	Iteration 82Q: 3 clusters Score -3104185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3104187.500000 Penalty: 4973.495117
	Iteration 83Q: 3 clusters Score -3104188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3104183.250000 Penalty: 4973.495117
	Iteration 84Q: 3 clusters Score -3104183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3104183.500000 Penalty: 4973.495117
	Iteration 85Q: 3 clusters Score -3104184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3104178.750000 Penalty: 4973.495117
	Iteration 86Q: 3 clusters Score -3104179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3104181.500000 Penalty: 4973.495117
	Iteration 87Q: 3 clusters Score -3104182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3104182.250000 Penalty: 4973.495117
	Iteration 88Q: 3 clusters Score -3104182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3104182.750000 Penalty: 4973.495117
	Iteration 89Q: 3 clusters Score -3104183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3104185.000000 Penalty: 4973.495117
	Iteration 90Q: 3 clusters Score -3104185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3104180.750000 Penalty: 4973.495117
	Iteration 91Q: 3 clusters Score -3104181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3104180.750000 Penalty: 4973.495117
	Iteration 92Q: 3 clusters Score -3104181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3104179.000000 Penalty: 4973.495117
	Iteration 93Q: 3 clusters Score -3104179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3104174.250000 Penalty: 4973.495117
	Iteration 94Q: 3 clusters Score -3104174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3104174.250000 Penalty: 4973.495117
	Iteration 95Q: 3 clusters Score -3104174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3104177.750000 Penalty: 4973.495117
	Iteration 96Q: 3 clusters Score -3104178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3104180.500000 Penalty: 4973.495117
	Iteration 97Q: 3 clusters Score -3104180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3104179.250000 Penalty: 4973.495117
	Iteration 98Q: 3 clusters Score -3104179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3104179.250000 Penalty: 4973.495117
	Iteration 99F: 3 clusters Score -3104179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24234.732422 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24234.73 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 134 members 
Entering Unmasked Estep 
Score: -23316.236328 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23316.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24020.408203 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -24020.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24444.787109 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -24444.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24807.658203 Penalty: 2761.898926
	Iteration 3F: 3 clusters Score -24807.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25084.355469 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -25084.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25235.476562 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -25235.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25440.888672 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -25440.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25495.062500 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -25495.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25495.062500 Penalty: 2761.898926
	Iteration 8F: 3 clusters Score -25495.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69253 members 
Mstep: Class 4 contains 93375 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108552 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168313 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 112 members 
Entering Unmasked Estep 
Score: -126440584.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126441336.000000 to -126440584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -130136.390625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -130136.4 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 543 members 
Entering Unmasked Estep 
Score: -128192.132812 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -128192.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128787.492188 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -128787.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129197.398438 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -129197.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -129747.109375 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -129747.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130274.101562 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -130274.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130506.132812 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -130506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130551.140625 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -130551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130572.976562 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -130573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130578.640625 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -130578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -130592.414062 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -130592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130602.500000 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -130602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130606.218750 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -130606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -130620.921875 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -130620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130673.929688 Penalty: 3487.305420
	Iteration 13Q: 3 clusters Score -130673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130719.773438 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -130719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130749.335938 Penalty: 3487.305420
	Iteration 15Q: 3 clusters Score -130749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130769.218750 Penalty: 3487.305420
	Iteration 16Q: 3 clusters Score -130769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130787.125000 Penalty: 3487.305420
	Iteration 17Q: 3 clusters Score -130787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130791.179688 Penalty: 3487.305420
	Iteration 18Q: 3 clusters Score -130791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130792.421875 Penalty: 3487.305420
	Iteration 19Q: 3 clusters Score -130792.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130792.421875 Penalty: 3487.305420
	Iteration 20F: 3 clusters Score -130792.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69253 members 
Mstep: Class 4 contains 93375 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108552 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168313 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 471 members 
Entering Unmasked Estep 
Score: -126440256.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126441336.000000 to -126440256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43211.781250 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -43211.78 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 207 members 
Entering Unmasked Estep 
Score: -41965.296875 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41965.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42295.414062 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -42295.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42510.023438 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -42510.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42692.207031 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -42692.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42749.605469 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42749.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42807.316406 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42807.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42881.054688 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42881.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42929.390625 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42929.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42976.820312 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42976.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43000.566406 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -43000.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43006.785156 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -43006.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43008.246094 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -43008.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43008.246094 Penalty: 2985.222168
	Iteration 12F: 3 clusters Score -43008.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69253 members 
Mstep: Class 4 contains 93375 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108552 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168313 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 279Q: 23 clusters Score -1.264413e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93372 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108558 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197816 members 
Mstep: Class 10 contains 168314 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 280F: 23 clusters Score -1.264414e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93368 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108561 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197814 members 
Mstep: Class 10 contains 168314 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169145 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441384.000000 Penalty: 75135.828125
Iteration 281Q: 23 clusters Score -1.264414e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93365 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108562 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197816 members 
Mstep: Class 10 contains 168314 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169145 members 
Mstep: Class 16 contains 21757 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441408.000000 Penalty: 75135.828125
Iteration 282Q: 23 clusters Score -1.264414e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93366 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108565 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197817 members 
Mstep: Class 10 contains 168313 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 283Q: 23 clusters Score -1.264414e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93365 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108566 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197818 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169143 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 284Q: 23 clusters Score -1.264413e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93365 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108568 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197817 members 
Mstep: Class 10 contains 168310 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441392.000000 Penalty: 75135.828125
Iteration 285Q: 23 clusters Score -1.264414e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93365 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108567 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197817 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441368.000000 Penalty: 75135.828125
Iteration 286Q: 23 clusters Score -1.264414e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 93362 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 108572 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197813 members 
Mstep: Class 10 contains 168312 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169143 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 287Q: 23 clusters Score -1.264414e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69249 members 
Mstep: Class 4 contains 93362 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108576 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197812 members 
Mstep: Class 10 contains 168312 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169140 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 288Q: 23 clusters Score -1.264413e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69249 members 
Mstep: Class 4 contains 93361 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108579 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197809 members 
Mstep: Class 10 contains 168314 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169138 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441400.000000 Penalty: 75135.828125
Iteration 289Q: 23 clusters Score -1.264414e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69249 members 
Mstep: Class 4 contains 93362 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108582 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197807 members 
Mstep: Class 10 contains 168314 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169134 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22637 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441416.000000 Penalty: 75135.828125
Iteration 290Q: 23 clusters Score -1.264414e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69249 members 
Mstep: Class 4 contains 93363 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108586 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197807 members 
Mstep: Class 10 contains 168308 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169134 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22638 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 291Q: 23 clusters Score -1.264414e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93359 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27653 members 
Mstep: Class 7 contains 108588 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197805 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 292Q: 23 clusters Score -1.264414e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93356 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108590 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197804 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169135 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22640 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 75135.828125
Iteration 293Q: 23 clusters Score -1.264414e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93354 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108591 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197803 members 
Mstep: Class 10 contains 168312 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169136 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22640 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 294Q: 23 clusters Score -1.264414e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24110 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93350 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108595 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168312 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169138 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441360.000000 Penalty: 75135.828125
Iteration 295Q: 23 clusters Score -1.264414e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24111 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93349 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108596 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197803 members 
Mstep: Class 10 contains 168310 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169138 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441344.000000 Penalty: 75135.828125
Iteration 296Q: 23 clusters Score -1.264413e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93347 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108596 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197803 members 
Mstep: Class 10 contains 168308 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169141 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 297Q: 23 clusters Score -1.264414e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69248 members 
Mstep: Class 4 contains 93345 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108596 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197803 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169142 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441352.000000 Penalty: 75135.828125
Iteration 298Q: 23 clusters Score -1.264414e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93345 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108597 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197804 members 
Mstep: Class 10 contains 168309 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169141 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441384.000000 Penalty: 75135.828125
Iteration 299Q: 23 clusters Score -1.264414e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108599 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169138 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441328.000000 Penalty: 75135.828125
Iteration 300F: 23 clusters Score -1.264413e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108600 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 301Q: 23 clusters Score -1.264413e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108600 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441336.000000 Penalty: 75135.828125
Iteration 302F: 23 clusters Score -1.264413e+08 nChanged 0
Entering ConstructFrom: 
Score: -126441336.000000 Penalty: 75135.828125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103851.882812 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -103851.9 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 492 members 
Entering Unmasked Estep 
Score: -102030.515625 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -102030.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102546.796875 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -102546.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -102749.015625 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -102749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -102911.320312 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -102911.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103031.453125 Penalty: 3427.732422
	Iteration 4F: 3 clusters Score -103031.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103096.976562 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -103097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103131.195312 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -103131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103151.742188 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -103151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103174.445312 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -103174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -103185.429688 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -103185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -103204.093750 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -103204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -103221.625000 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -103221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -103230.304688 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -103230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -103230.773438 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -103230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -103230.773438 Penalty: 3427.732422
	Iteration 14F: 3 clusters Score -103230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Entering Unmasked Estep 
Score: -3157373.000000 Penalty: 2502.435303
	Iteration 0F: 2 clusters Score -3157373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3140557.000000 Penalty: 5004.870605
	Iteration 0F: 3 clusters Score -3140557 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3146614.750000 Penalty: 5004.870605
	Iteration 1F: 3 clusters Score -3146615 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3147286.500000 Penalty: 5004.870605
	Iteration 2F: 3 clusters Score -3147286 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3148109.250000 Penalty: 5004.870605
	Iteration 3F: 3 clusters Score -3148109 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3148950.500000 Penalty: 5004.870605
	Iteration 4F: 3 clusters Score -3148950 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3149673.500000 Penalty: 5004.870605
	Iteration 5F: 3 clusters Score -3149674 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3150286.250000 Penalty: 5004.870605
	Iteration 6F: 3 clusters Score -3150286 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3150855.000000 Penalty: 5004.870605
	Iteration 7Q: 3 clusters Score -3150855 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3151399.750000 Penalty: 5004.870605
	Iteration 8Q: 3 clusters Score -3151400 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3151966.000000 Penalty: 5004.870605
	Iteration 9Q: 3 clusters Score -3151966 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3152495.000000 Penalty: 5004.870605
	Iteration 10Q: 3 clusters Score -3152495 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3152957.000000 Penalty: 5004.870605
	Iteration 11Q: 3 clusters Score -3152957 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3153349.750000 Penalty: 5004.870605
	Iteration 12Q: 3 clusters Score -3153350 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3153675.250000 Penalty: 5004.870605
	Iteration 13Q: 3 clusters Score -3153675 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3153875.500000 Penalty: 5004.870605
	Iteration 14Q: 3 clusters Score -3153876 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3154086.000000 Penalty: 5004.870605
	Iteration 15Q: 3 clusters Score -3154086 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3154285.250000 Penalty: 5004.870605
	Iteration 16Q: 3 clusters Score -3154285 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3154451.000000 Penalty: 5004.870605
	Iteration 17Q: 3 clusters Score -3154451 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3154629.250000 Penalty: 5004.870605
	Iteration 18Q: 3 clusters Score -3154629 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3154843.750000 Penalty: 5004.870605
	Iteration 19Q: 3 clusters Score -3154844 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3155093.250000 Penalty: 5004.870605
	Iteration 20F: 3 clusters Score -3155093 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3155339.000000 Penalty: 5004.870605
	Iteration 21Q: 3 clusters Score -3155339 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3155526.750000 Penalty: 5004.870605
	Iteration 22Q: 3 clusters Score -3155527 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3155714.000000 Penalty: 5004.870605
	Iteration 23Q: 3 clusters Score -3155714 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3155908.500000 Penalty: 5004.870605
	Iteration 24Q: 3 clusters Score -3155908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3156071.750000 Penalty: 5004.870605
	Iteration 25Q: 3 clusters Score -3156072 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3156220.000000 Penalty: 5004.870605
	Iteration 26Q: 3 clusters Score -3156220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3156318.000000 Penalty: 5004.870605
	Iteration 27Q: 3 clusters Score -3156318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3156368.750000 Penalty: 5004.870605
	Iteration 28Q: 3 clusters Score -3156369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3156396.250000 Penalty: 5004.870605
	Iteration 29Q: 3 clusters Score -3156396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3156410.750000 Penalty: 5004.870605
	Iteration 30Q: 3 clusters Score -3156411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3156415.750000 Penalty: 5004.870605
	Iteration 31Q: 3 clusters Score -3156416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3156421.500000 Penalty: 5004.870605
	Iteration 32Q: 3 clusters Score -3156422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3156446.000000 Penalty: 5004.870605
	Iteration 33Q: 3 clusters Score -3156446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3156440.750000 Penalty: 5004.870605
	Iteration 34Q: 3 clusters Score -3156441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3156445.500000 Penalty: 5004.870605
	Iteration 35Q: 3 clusters Score -3156446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3156449.000000 Penalty: 5004.870605
	Iteration 36Q: 3 clusters Score -3156449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3156460.250000 Penalty: 5004.870605
	Iteration 37Q: 3 clusters Score -3156460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3156476.250000 Penalty: 5004.870605
	Iteration 38Q: 3 clusters Score -3156476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3156475.250000 Penalty: 5004.870605
	Iteration 39Q: 3 clusters Score -3156475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3156480.000000 Penalty: 5004.870605
	Iteration 40F: 3 clusters Score -3156480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3156489.500000 Penalty: 5004.870605
	Iteration 41Q: 3 clusters Score -3156490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3156491.250000 Penalty: 5004.870605
	Iteration 42Q: 3 clusters Score -3156491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3156490.500000 Penalty: 5004.870605
	Iteration 43Q: 3 clusters Score -3156490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3156493.000000 Penalty: 5004.870605
	Iteration 44Q: 3 clusters Score -3156493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3156492.500000 Penalty: 5004.870605
	Iteration 45Q: 3 clusters Score -3156492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3156493.500000 Penalty: 5004.870605
	Iteration 46Q: 3 clusters Score -3156494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3156491.750000 Penalty: 5004.870605
	Iteration 47Q: 3 clusters Score -3156492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3156491.500000 Penalty: 5004.870605
	Iteration 48Q: 3 clusters Score -3156492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3156491.250000 Penalty: 5004.870605
	Iteration 49Q: 3 clusters Score -3156491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3156491.750000 Penalty: 5004.870605
	Iteration 50Q: 3 clusters Score -3156492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3156491.750000 Penalty: 5004.870605
	Iteration 51F: 3 clusters Score -3156492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Entering Unmasked Estep 
Score: -9134210.000000 Penalty: 2764.067871
	Iteration 0F: 2 clusters Score -9134210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -9087949.000000 Penalty: 5528.135742
	Iteration 0F: 3 clusters Score -9087949 nChanged 32247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -9105913.000000 Penalty: 5528.135742
	Iteration 1F: 3 clusters Score -9105913 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -9106667.000000 Penalty: 5528.135742
	Iteration 2Q: 3 clusters Score -9106667 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -9107597.000000 Penalty: 5528.135742
	Iteration 3Q: 3 clusters Score -9107597 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -9108715.000000 Penalty: 5528.135742
	Iteration 4Q: 3 clusters Score -9108715 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -9110110.000000 Penalty: 5528.135742
	Iteration 5Q: 3 clusters Score -9110110 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -9111946.000000 Penalty: 5528.135742
	Iteration 6F: 3 clusters Score -9111946 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -9114279.000000 Penalty: 5528.135742
	Iteration 7F: 3 clusters Score -9114279 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -9116769.000000 Penalty: 5528.135742
	Iteration 8F: 3 clusters Score -9116769 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -9119149.000000 Penalty: 5528.135742
	Iteration 9F: 3 clusters Score -9119149 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -9121350.000000 Penalty: 5528.135742
	Iteration 10F: 3 clusters Score -9121350 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -9123401.000000 Penalty: 5528.135742
	Iteration 11Q: 3 clusters Score -9123401 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -9125193.000000 Penalty: 5528.135742
	Iteration 12Q: 3 clusters Score -9125193 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -9126829.000000 Penalty: 5528.135742
	Iteration 13Q: 3 clusters Score -9126829 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -9128257.000000 Penalty: 5528.135742
	Iteration 14Q: 3 clusters Score -9128257 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -9129305.000000 Penalty: 5528.135742
	Iteration 15Q: 3 clusters Score -9129305 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -9130136.000000 Penalty: 5528.135742
	Iteration 16Q: 3 clusters Score -9130136 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -9130731.000000 Penalty: 5528.135742
	Iteration 17Q: 3 clusters Score -9130731 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -9131075.000000 Penalty: 5528.135742
	Iteration 18Q: 3 clusters Score -9131075 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -9131258.000000 Penalty: 5528.135742
	Iteration 19Q: 3 clusters Score -9131258 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -9131399.000000 Penalty: 5528.135742
	Iteration 20F: 3 clusters Score -9131399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -9131522.000000 Penalty: 5528.135742
	Iteration 21Q: 3 clusters Score -9131522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -9131578.000000 Penalty: 5528.135742
	Iteration 22Q: 3 clusters Score -9131578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -9131625.000000 Penalty: 5528.135742
	Iteration 23Q: 3 clusters Score -9131625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -9131685.000000 Penalty: 5528.135742
	Iteration 24Q: 3 clusters Score -9131685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -9131708.000000 Penalty: 5528.135742
	Iteration 25Q: 3 clusters Score -9131708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -9131749.000000 Penalty: 5528.135742
	Iteration 26Q: 3 clusters Score -9131749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9131764.000000 Penalty: 5528.135742
	Iteration 27Q: 3 clusters Score -9131764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -9131788.000000 Penalty: 5528.135742
	Iteration 28Q: 3 clusters Score -9131788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9131805.000000 Penalty: 5528.135742
	Iteration 29Q: 3 clusters Score -9131805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -9131807.000000 Penalty: 5528.135742
	Iteration 30Q: 3 clusters Score -9131807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -9131821.000000 Penalty: 5528.135742
	Iteration 31Q: 3 clusters Score -9131821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -9131842.000000 Penalty: 5528.135742
	Iteration 32Q: 3 clusters Score -9131842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -9131850.000000 Penalty: 5528.135742
	Iteration 33Q: 3 clusters Score -9131850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -9131855.000000 Penalty: 5528.135742
	Iteration 34Q: 3 clusters Score -9131855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -9131861.000000 Penalty: 5528.135742
	Iteration 35Q: 3 clusters Score -9131861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -9131866.000000 Penalty: 5528.135742
	Iteration 36Q: 3 clusters Score -9131866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -9131870.000000 Penalty: 5528.135742
	Iteration 37Q: 3 clusters Score -9131870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -9131875.000000 Penalty: 5528.135742
	Iteration 38Q: 3 clusters Score -9131875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -9131873.000000 Penalty: 5528.135742
	Iteration 39Q: 3 clusters Score -9131873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -9131882.000000 Penalty: 5528.135742
	Iteration 40F: 3 clusters Score -9131882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -9131883.000000 Penalty: 5528.135742
	Iteration 41Q: 3 clusters Score -9131883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -9131890.000000 Penalty: 5528.135742
	Iteration 42Q: 3 clusters Score -9131890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -9131891.000000 Penalty: 5528.135742
	Iteration 43Q: 3 clusters Score -9131891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -9131890.000000 Penalty: 5528.135742
	Iteration 44Q: 3 clusters Score -9131890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -9131890.000000 Penalty: 5528.135742
	Iteration 45F: 3 clusters Score -9131890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Entering Unmasked Estep 
Score: -12684046.000000 Penalty: 2838.128906
	Iteration 0F: 2 clusters Score -1.268405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -12621606.000000 Penalty: 5676.257812
	Iteration 0F: 3 clusters Score -1.262161e+07 nChanged 44132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -12646679.000000 Penalty: 5676.257812
	Iteration 1F: 3 clusters Score -1.264668e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -12647522.000000 Penalty: 5676.257812
	Iteration 2Q: 3 clusters Score -1.264752e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -12648576.000000 Penalty: 5676.257812
	Iteration 3Q: 3 clusters Score -1.264858e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -12650031.000000 Penalty: 5676.257812
	Iteration 4Q: 3 clusters Score -1.265003e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -12652766.000000 Penalty: 5676.257812
	Iteration 5F: 3 clusters Score -1.265277e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -12657362.000000 Penalty: 5676.257812
	Iteration 6F: 3 clusters Score -1.265736e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -12664214.000000 Penalty: 5676.257812
	Iteration 7F: 3 clusters Score -1.266421e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -12671515.000000 Penalty: 5676.257812
	Iteration 8F: 3 clusters Score -1.267152e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -12676945.000000 Penalty: 5676.257812
	Iteration 9F: 3 clusters Score -1.267694e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -12679737.000000 Penalty: 5676.257812
	Iteration 10Q: 3 clusters Score -1.267974e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -12680819.000000 Penalty: 5676.257812
	Iteration 11Q: 3 clusters Score -1.268082e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -12681204.000000 Penalty: 5676.257812
	Iteration 12Q: 3 clusters Score -1.26812e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -12681365.000000 Penalty: 5676.257812
	Iteration 13Q: 3 clusters Score -1.268136e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -12681451.000000 Penalty: 5676.257812
	Iteration 14Q: 3 clusters Score -1.268145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -12681502.000000 Penalty: 5676.257812
	Iteration 15Q: 3 clusters Score -1.26815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 93033 members 
Entering Unmasked Estep 
Score: -12681512.000000 Penalty: 5676.257812
	Iteration 16Q: 3 clusters Score -1.268151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -12681517.000000 Penalty: 5676.257812
	Iteration 17Q: 3 clusters Score -1.268152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -12681530.000000 Penalty: 5676.257812
	Iteration 18Q: 3 clusters Score -1.268153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -12681543.000000 Penalty: 5676.257812
	Iteration 19Q: 3 clusters Score -1.268154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -12681543.000000 Penalty: 5676.257812
	Iteration 20F: 3 clusters Score -1.268154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -12681541.000000 Penalty: 5676.257812
	Iteration 21Q: 3 clusters Score -1.268154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -12681541.000000 Penalty: 5676.257812
	Iteration 22F: 3 clusters Score -1.268154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -964060.937500 Penalty: 2212.488281
	Iteration 0F: 2 clusters Score -964060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -957967.562500 Penalty: 4424.976562
	Iteration 0F: 3 clusters Score -957967.6 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -959635.437500 Penalty: 4424.976562
	Iteration 1F: 3 clusters Score -959635.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -959894.562500 Penalty: 4424.976562
	Iteration 2F: 3 clusters Score -959894.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -960076.000000 Penalty: 4424.976562
	Iteration 3F: 3 clusters Score -960076 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -960219.625000 Penalty: 4424.976562
	Iteration 4Q: 3 clusters Score -960219.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -960369.125000 Penalty: 4424.976562
	Iteration 5Q: 3 clusters Score -960369.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -960515.062500 Penalty: 4424.976562
	Iteration 6Q: 3 clusters Score -960515.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -960674.375000 Penalty: 4424.976562
	Iteration 7Q: 3 clusters Score -960674.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -960831.250000 Penalty: 4424.976562
	Iteration 8Q: 3 clusters Score -960831.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -960963.562500 Penalty: 4424.976562
	Iteration 9Q: 3 clusters Score -960963.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -961065.062500 Penalty: 4424.976562
	Iteration 10Q: 3 clusters Score -961065.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -961140.437500 Penalty: 4424.976562
	Iteration 11Q: 3 clusters Score -961140.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -961215.750000 Penalty: 4424.976562
	Iteration 12Q: 3 clusters Score -961215.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -961291.625000 Penalty: 4424.976562
	Iteration 13Q: 3 clusters Score -961291.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -961356.312500 Penalty: 4424.976562
	Iteration 14Q: 3 clusters Score -961356.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -961414.312500 Penalty: 4424.976562
	Iteration 15Q: 3 clusters Score -961414.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -961467.187500 Penalty: 4424.976562
	Iteration 16Q: 3 clusters Score -961467.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -961512.000000 Penalty: 4424.976562
	Iteration 17Q: 3 clusters Score -961512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -961556.125000 Penalty: 4424.976562
	Iteration 18Q: 3 clusters Score -961556.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -961613.187500 Penalty: 4424.976562
	Iteration 19Q: 3 clusters Score -961613.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -961660.187500 Penalty: 4424.976562
	Iteration 20F: 3 clusters Score -961660.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -961716.187500 Penalty: 4424.976562
	Iteration 21Q: 3 clusters Score -961716.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -961774.375000 Penalty: 4424.976562
	Iteration 22Q: 3 clusters Score -961774.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -961823.187500 Penalty: 4424.976562
	Iteration 23Q: 3 clusters Score -961823.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -961872.375000 Penalty: 4424.976562
	Iteration 24Q: 3 clusters Score -961872.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -961927.875000 Penalty: 4424.976562
	Iteration 25Q: 3 clusters Score -961927.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -961979.937500 Penalty: 4424.976562
	Iteration 26Q: 3 clusters Score -961979.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -962018.875000 Penalty: 4424.976562
	Iteration 27Q: 3 clusters Score -962018.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -962057.125000 Penalty: 4424.976562
	Iteration 28Q: 3 clusters Score -962057.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -962089.437500 Penalty: 4424.976562
	Iteration 29Q: 3 clusters Score -962089.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -962122.750000 Penalty: 4424.976562
	Iteration 30Q: 3 clusters Score -962122.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -962166.750000 Penalty: 4424.976562
	Iteration 31Q: 3 clusters Score -962166.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -962208.875000 Penalty: 4424.976562
	Iteration 32Q: 3 clusters Score -962208.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -962242.375000 Penalty: 4424.976562
	Iteration 33Q: 3 clusters Score -962242.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -962280.562500 Penalty: 4424.976562
	Iteration 34Q: 3 clusters Score -962280.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -962314.687500 Penalty: 4424.976562
	Iteration 35Q: 3 clusters Score -962314.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -962342.187500 Penalty: 4424.976562
	Iteration 36Q: 3 clusters Score -962342.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -962374.250000 Penalty: 4424.976562
	Iteration 37Q: 3 clusters Score -962374.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -962402.562500 Penalty: 4424.976562
	Iteration 38Q: 3 clusters Score -962402.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -962428.437500 Penalty: 4424.976562
	Iteration 39Q: 3 clusters Score -962428.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -962437.875000 Penalty: 4424.976562
	Iteration 40F: 3 clusters Score -962437.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -962452.000000 Penalty: 4424.976562
	Iteration 41Q: 3 clusters Score -962452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -962460.500000 Penalty: 4424.976562
	Iteration 42Q: 3 clusters Score -962460.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -962466.000000 Penalty: 4424.976562
	Iteration 43Q: 3 clusters Score -962466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -962470.875000 Penalty: 4424.976562
	Iteration 44Q: 3 clusters Score -962470.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -962472.687500 Penalty: 4424.976562
	Iteration 45Q: 3 clusters Score -962472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -962480.437500 Penalty: 4424.976562
	Iteration 46Q: 3 clusters Score -962480.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -962481.812500 Penalty: 4424.976562
	Iteration 47Q: 3 clusters Score -962481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -962487.375000 Penalty: 4424.976562
	Iteration 48Q: 3 clusters Score -962487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -962488.937500 Penalty: 4424.976562
	Iteration 49Q: 3 clusters Score -962488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -962492.375000 Penalty: 4424.976562
	Iteration 50Q: 3 clusters Score -962492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -962495.375000 Penalty: 4424.976562
	Iteration 51Q: 3 clusters Score -962495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -962495.062500 Penalty: 4424.976562
	Iteration 52Q: 3 clusters Score -962495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -962496.500000 Penalty: 4424.976562
	Iteration 53Q: 3 clusters Score -962496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -962498.125000 Penalty: 4424.976562
	Iteration 54Q: 3 clusters Score -962498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -962497.062500 Penalty: 4424.976562
	Iteration 55Q: 3 clusters Score -962497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -962498.187500 Penalty: 4424.976562
	Iteration 56Q: 3 clusters Score -962498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -962498.187500 Penalty: 4424.976562
	Iteration 57F: 3 clusters Score -962498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Entering Unmasked Estep 
Score: -3793787.750000 Penalty: 2536.426270
	Iteration 0F: 2 clusters Score -3793788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3774765.750000 Penalty: 5072.852539
	Iteration 0F: 3 clusters Score -3774766 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3781525.250000 Penalty: 5072.852539
	Iteration 1F: 3 clusters Score -3781525 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3781979.750000 Penalty: 5072.852539
	Iteration 2Q: 3 clusters Score -3781980 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3782432.500000 Penalty: 5072.852539
	Iteration 3Q: 3 clusters Score -3782432 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3782947.250000 Penalty: 5072.852539
	Iteration 4Q: 3 clusters Score -3782947 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3783602.750000 Penalty: 5072.852539
	Iteration 5Q: 3 clusters Score -3783603 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3784561.250000 Penalty: 5072.852539
	Iteration 6F: 3 clusters Score -3784561 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3786009.750000 Penalty: 5072.852539
	Iteration 7F: 3 clusters Score -3786010 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3787869.750000 Penalty: 5072.852539
	Iteration 8F: 3 clusters Score -3787870 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3789525.250000 Penalty: 5072.852539
	Iteration 9F: 3 clusters Score -3789525 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3790610.250000 Penalty: 5072.852539
	Iteration 10Q: 3 clusters Score -3790610 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3791143.500000 Penalty: 5072.852539
	Iteration 11Q: 3 clusters Score -3791144 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3791364.750000 Penalty: 5072.852539
	Iteration 12Q: 3 clusters Score -3791365 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3791517.750000 Penalty: 5072.852539
	Iteration 13Q: 3 clusters Score -3791518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3791610.250000 Penalty: 5072.852539
	Iteration 14Q: 3 clusters Score -3791610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3791660.500000 Penalty: 5072.852539
	Iteration 15Q: 3 clusters Score -3791660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3791696.500000 Penalty: 5072.852539
	Iteration 16Q: 3 clusters Score -3791696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3791718.000000 Penalty: 5072.852539
	Iteration 17Q: 3 clusters Score -3791718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3791737.000000 Penalty: 5072.852539
	Iteration 18Q: 3 clusters Score -3791737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3791747.000000 Penalty: 5072.852539
	Iteration 19Q: 3 clusters Score -3791747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3791756.500000 Penalty: 5072.852539
	Iteration 20F: 3 clusters Score -3791756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3791768.500000 Penalty: 5072.852539
	Iteration 21Q: 3 clusters Score -3791768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3791778.500000 Penalty: 5072.852539
	Iteration 22Q: 3 clusters Score -3791778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3791787.500000 Penalty: 5072.852539
	Iteration 23Q: 3 clusters Score -3791788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3791789.250000 Penalty: 5072.852539
	Iteration 24Q: 3 clusters Score -3791789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3791789.250000 Penalty: 5072.852539
	Iteration 25F: 3 clusters Score -3791789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Entering Unmasked Estep 
Score: -14726145.000000 Penalty: 2875.665771
	Iteration 0F: 2 clusters Score -1.472614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -14653380.000000 Penalty: 5751.331543
	Iteration 0F: 3 clusters Score -1.465338e+07 nChanged 51673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -14683155.000000 Penalty: 5751.331543
	Iteration 1F: 3 clusters Score -1.468316e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -14683883.000000 Penalty: 5751.331543
	Iteration 2Q: 3 clusters Score -1.468388e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -14684644.000000 Penalty: 5751.331543
	Iteration 3Q: 3 clusters Score -1.468464e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -14685881.000000 Penalty: 5751.331543
	Iteration 4Q: 3 clusters Score -1.468588e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -14687116.000000 Penalty: 5751.331543
	Iteration 5Q: 3 clusters Score -1.468712e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -14688717.000000 Penalty: 5751.331543
	Iteration 6Q: 3 clusters Score -1.468872e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -14690648.000000 Penalty: 5751.331543
	Iteration 7Q: 3 clusters Score -1.469065e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -14693132.000000 Penalty: 5751.331543
	Iteration 8Q: 3 clusters Score -1.469313e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -14696626.000000 Penalty: 5751.331543
	Iteration 9F: 3 clusters Score -1.469663e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -14701110.000000 Penalty: 5751.331543
	Iteration 10F: 3 clusters Score -1.470111e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -14705674.000000 Penalty: 5751.331543
	Iteration 11F: 3 clusters Score -1.470567e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -14708842.000000 Penalty: 5751.331543
	Iteration 12F: 3 clusters Score -1.470884e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -14710413.000000 Penalty: 5751.331543
	Iteration 13Q: 3 clusters Score -1.471041e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -14711136.000000 Penalty: 5751.331543
	Iteration 14Q: 3 clusters Score -1.471114e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -14711736.000000 Penalty: 5751.331543
	Iteration 15Q: 3 clusters Score -1.471174e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -14712180.000000 Penalty: 5751.331543
	Iteration 16Q: 3 clusters Score -1.471218e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -14712673.000000 Penalty: 5751.331543
	Iteration 17Q: 3 clusters Score -1.471267e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -14713255.000000 Penalty: 5751.331543
	Iteration 18Q: 3 clusters Score -1.471326e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -14713843.000000 Penalty: 5751.331543
	Iteration 19Q: 3 clusters Score -1.471384e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -14714391.000000 Penalty: 5751.331543
	Iteration 20F: 3 clusters Score -1.471439e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
Score: -14714907.000000 Penalty: 5751.331543
	Iteration 21Q: 3 clusters Score -1.471491e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -14715461.000000 Penalty: 5751.331543
	Iteration 22Q: 3 clusters Score -1.471546e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -14716007.000000 Penalty: 5751.331543
	Iteration 23Q: 3 clusters Score -1.471601e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -14716602.000000 Penalty: 5751.331543
	Iteration 24Q: 3 clusters Score -1.47166e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -14717189.000000 Penalty: 5751.331543
	Iteration 25Q: 3 clusters Score -1.471719e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -14717746.000000 Penalty: 5751.331543
	Iteration 26Q: 3 clusters Score -1.471775e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -14718298.000000 Penalty: 5751.331543
	Iteration 27Q: 3 clusters Score -1.47183e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -14718866.000000 Penalty: 5751.331543
	Iteration 28Q: 3 clusters Score -1.471887e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -14719434.000000 Penalty: 5751.331543
	Iteration 29Q: 3 clusters Score -1.471943e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -14719931.000000 Penalty: 5751.331543
	Iteration 30Q: 3 clusters Score -1.471993e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -14720459.000000 Penalty: 5751.331543
	Iteration 31Q: 3 clusters Score -1.472046e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -14720959.000000 Penalty: 5751.331543
	Iteration 32Q: 3 clusters Score -1.472096e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -14721422.000000 Penalty: 5751.331543
	Iteration 33Q: 3 clusters Score -1.472142e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -14721832.000000 Penalty: 5751.331543
	Iteration 34Q: 3 clusters Score -1.472183e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -14722243.000000 Penalty: 5751.331543
	Iteration 35Q: 3 clusters Score -1.472224e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -14722595.000000 Penalty: 5751.331543
	Iteration 36Q: 3 clusters Score -1.47226e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -14722963.000000 Penalty: 5751.331543
	Iteration 37Q: 3 clusters Score -1.472296e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -14723156.000000 Penalty: 5751.331543
	Iteration 38Q: 3 clusters Score -1.472316e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -14723403.000000 Penalty: 5751.331543
	Iteration 39Q: 3 clusters Score -1.47234e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -14723590.000000 Penalty: 5751.331543
	Iteration 40F: 3 clusters Score -1.472359e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -14723741.000000 Penalty: 5751.331543
	Iteration 41Q: 3 clusters Score -1.472374e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -14723932.000000 Penalty: 5751.331543
	Iteration 42Q: 3 clusters Score -1.472393e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -14724017.000000 Penalty: 5751.331543
	Iteration 43Q: 3 clusters Score -1.472402e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -14724183.000000 Penalty: 5751.331543
	Iteration 44Q: 3 clusters Score -1.472418e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -14724250.000000 Penalty: 5751.331543
	Iteration 45Q: 3 clusters Score -1.472425e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -14724343.000000 Penalty: 5751.331543
	Iteration 46Q: 3 clusters Score -1.472434e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -14724388.000000 Penalty: 5751.331543
	Iteration 47Q: 3 clusters Score -1.472439e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -14724421.000000 Penalty: 5751.331543
	Iteration 48Q: 3 clusters Score -1.472442e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -14724476.000000 Penalty: 5751.331543
	Iteration 49Q: 3 clusters Score -1.472448e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -14724497.000000 Penalty: 5751.331543
	Iteration 50Q: 3 clusters Score -1.47245e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -14724513.000000 Penalty: 5751.331543
	Iteration 51Q: 3 clusters Score -1.472451e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -14724523.000000 Penalty: 5751.331543
	Iteration 52Q: 3 clusters Score -1.472452e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -14724538.000000 Penalty: 5751.331543
	Iteration 53Q: 3 clusters Score -1.472454e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -14724583.000000 Penalty: 5751.331543
	Iteration 54Q: 3 clusters Score -1.472458e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -14724605.000000 Penalty: 5751.331543
	Iteration 55Q: 3 clusters Score -1.47246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -14724597.000000 Penalty: 5751.331543
	Iteration 56Q: 3 clusters Score -1.47246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -14724620.000000 Penalty: 5751.331543
	Iteration 57Q: 3 clusters Score -1.472462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -14724624.000000 Penalty: 5751.331543
	Iteration 58Q: 3 clusters Score -1.472462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -14724625.000000 Penalty: 5751.331543
	Iteration 59Q: 3 clusters Score -1.472462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -14724623.000000 Penalty: 5751.331543
	Iteration 60F: 3 clusters Score -1.472462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -14724636.000000 Penalty: 5751.331543
	Iteration 61Q: 3 clusters Score -1.472464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -14724631.000000 Penalty: 5751.331543
	Iteration 62Q: 3 clusters Score -1.472463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -14724636.000000 Penalty: 5751.331543
	Iteration 63Q: 3 clusters Score -1.472464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -14724638.000000 Penalty: 5751.331543
	Iteration 64Q: 3 clusters Score -1.472464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 105715 members 
Entering Unmasked Estep 
Score: -14724645.000000 Penalty: 5751.331543
	Iteration 65Q: 3 clusters Score -1.472464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -14724650.000000 Penalty: 5751.331543
	Iteration 66Q: 3 clusters Score -1.472465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -14724648.000000 Penalty: 5751.331543
	Iteration 67Q: 3 clusters Score -1.472465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -14724650.000000 Penalty: 5751.331543
	Iteration 68Q: 3 clusters Score -1.472465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -14724665.000000 Penalty: 5751.331543
	Iteration 69Q: 3 clusters Score -1.472466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -14724675.000000 Penalty: 5751.331543
	Iteration 70Q: 3 clusters Score -1.472468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -14724673.000000 Penalty: 5751.331543
	Iteration 71Q: 3 clusters Score -1.472467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -14724684.000000 Penalty: 5751.331543
	Iteration 72Q: 3 clusters Score -1.472468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -14724683.000000 Penalty: 5751.331543
	Iteration 73Q: 3 clusters Score -1.472468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -14724677.000000 Penalty: 5751.331543
	Iteration 74Q: 3 clusters Score -1.472468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -14724665.000000 Penalty: 5751.331543
	Iteration 75Q: 3 clusters Score -1.472466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -14724684.000000 Penalty: 5751.331543
	Iteration 76Q: 3 clusters Score -1.472468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 105869 members 
Entering Unmasked Estep 
Score: -14724674.000000 Penalty: 5751.331543
	Iteration 77Q: 3 clusters Score -1.472467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -14724687.000000 Penalty: 5751.331543
	Iteration 78Q: 3 clusters Score -1.472469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -14724696.000000 Penalty: 5751.331543
	Iteration 79Q: 3 clusters Score -1.47247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -14724692.000000 Penalty: 5751.331543
	Iteration 80F: 3 clusters Score -1.472469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -14724689.000000 Penalty: 5751.331543
	Iteration 81Q: 3 clusters Score -1.472469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -14724704.000000 Penalty: 5751.331543
	Iteration 82Q: 3 clusters Score -1.47247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -14724700.000000 Penalty: 5751.331543
	Iteration 83Q: 3 clusters Score -1.47247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -14724697.000000 Penalty: 5751.331543
	Iteration 84Q: 3 clusters Score -1.47247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -14724702.000000 Penalty: 5751.331543
	Iteration 85Q: 3 clusters Score -1.47247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -14724698.000000 Penalty: 5751.331543
	Iteration 86Q: 3 clusters Score -1.47247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -14724697.000000 Penalty: 5751.331543
	Iteration 87Q: 3 clusters Score -1.47247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -14724697.000000 Penalty: 5751.331543
	Iteration 88F: 3 clusters Score -1.47247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -503802.593750 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -503802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -500108.312500 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -500108.3 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -500893.218750 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -500893.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -501016.781250 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -501016.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -501107.125000 Penalty: 4082.894287
	Iteration 3Q: 3 clusters Score -501107.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -501173.437500 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -501173.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -501216.906250 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -501216.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -501252.062500 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -501252.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -501284.000000 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -501284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -501305.906250 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -501305.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -501318.812500 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -501318.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -501328.500000 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -501328.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -501338.750000 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -501338.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -501345.156250 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -501345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -501351.000000 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -501351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -501359.656250 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -501359.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -501365.625000 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -501365.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -501376.250000 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -501376.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -501384.406250 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -501384.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -501390.906250 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -501390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -501395.656250 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -501395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -501399.906250 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -501399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -501405.156250 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -501405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -501408.875000 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -501408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -501413.375000 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -501413.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -501417.312500 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -501417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -501420.656250 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -501420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -501423.750000 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -501423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -501430.187500 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -501430.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -501436.562500 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -501436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -501441.125000 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -501441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -501446.718750 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -501446.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -501449.968750 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -501450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -501450.906250 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -501450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -501455.218750 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -501455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -501455.937500 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -501455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -501458.531250 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -501458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -501458.500000 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -501458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501459.312500 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -501459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501459.843750 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -501459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -501461.000000 Penalty: 4082.894287
	Iteration 39Q: 3 clusters Score -501461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -501460.531250 Penalty: 4082.894287
	Iteration 40F: 3 clusters Score -501460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -501460.781250 Penalty: 4082.894287
	Iteration 41Q: 3 clusters Score -501460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -501460.750000 Penalty: 4082.894287
	Iteration 42Q: 3 clusters Score -501460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -501462.187500 Penalty: 4082.894287
	Iteration 43Q: 3 clusters Score -501462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -501461.375000 Penalty: 4082.894287
	Iteration 44Q: 3 clusters Score -501461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -501462.250000 Penalty: 4082.894287
	Iteration 45Q: 3 clusters Score -501462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -501462.250000 Penalty: 4082.894287
	Iteration 46F: 3 clusters Score -501462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Entering Unmasked Estep 
Score: -26706694.000000 Penalty: 3024.365479
	Iteration 0F: 2 clusters Score -2.670669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -26580652.000000 Penalty: 6048.730957
	Iteration 0F: 3 clusters Score -2.658065e+07 nChanged 95015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -26635932.000000 Penalty: 6048.730957
	Iteration 1F: 3 clusters Score -2.663593e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -26636612.000000 Penalty: 6048.730957
	Iteration 2Q: 3 clusters Score -2.663661e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102133 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -26637620.000000 Penalty: 6048.730957
	Iteration 3Q: 3 clusters Score -2.663762e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -26638670.000000 Penalty: 6048.730957
	Iteration 4Q: 3 clusters Score -2.663867e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105959 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -26640068.000000 Penalty: 6048.730957
	Iteration 5Q: 3 clusters Score -2.664007e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109336 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -26641972.000000 Penalty: 6048.730957
	Iteration 6Q: 3 clusters Score -2.664197e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -26644642.000000 Penalty: 6048.730957
	Iteration 7Q: 3 clusters Score -2.664464e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -26648824.000000 Penalty: 6048.730957
	Iteration 8Q: 3 clusters Score -2.664882e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130301 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -26654922.000000 Penalty: 6048.730957
	Iteration 9F: 3 clusters Score -2.665492e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -26663774.000000 Penalty: 6048.730957
	Iteration 10F: 3 clusters Score -2.666377e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -26674490.000000 Penalty: 6048.730957
	Iteration 11F: 3 clusters Score -2.667449e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -26684266.000000 Penalty: 6048.730957
	Iteration 12F: 3 clusters Score -2.668427e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -26691548.000000 Penalty: 6048.730957
	Iteration 13Q: 3 clusters Score -2.669155e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -26696166.000000 Penalty: 6048.730957
	Iteration 14Q: 3 clusters Score -2.669617e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183955 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -26698556.000000 Penalty: 6048.730957
	Iteration 15Q: 3 clusters Score -2.669856e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -26700408.000000 Penalty: 6048.730957
	Iteration 16Q: 3 clusters Score -2.670041e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189736 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -26701570.000000 Penalty: 6048.730957
	Iteration 17Q: 3 clusters Score -2.670157e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191518 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -26702290.000000 Penalty: 6048.730957
	Iteration 18Q: 3 clusters Score -2.670229e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192815 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -26702924.000000 Penalty: 6048.730957
	Iteration 19Q: 3 clusters Score -2.670292e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193767 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -26703268.000000 Penalty: 6048.730957
	Iteration 20F: 3 clusters Score -2.670327e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194446 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -26703530.000000 Penalty: 6048.730957
	Iteration 21Q: 3 clusters Score -2.670353e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194933 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -26703818.000000 Penalty: 6048.730957
	Iteration 22Q: 3 clusters Score -2.670382e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195273 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -26703982.000000 Penalty: 6048.730957
	Iteration 23Q: 3 clusters Score -2.670398e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195554 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26704166.000000 Penalty: 6048.730957
	Iteration 24Q: 3 clusters Score -2.670417e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195759 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -26704246.000000 Penalty: 6048.730957
	Iteration 25Q: 3 clusters Score -2.670425e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195903 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -26704300.000000 Penalty: 6048.730957
	Iteration 26Q: 3 clusters Score -2.67043e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196010 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -26704344.000000 Penalty: 6048.730957
	Iteration 27Q: 3 clusters Score -2.670434e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196086 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -26704408.000000 Penalty: 6048.730957
	Iteration 28Q: 3 clusters Score -2.670441e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196144 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -26704478.000000 Penalty: 6048.730957
	Iteration 29Q: 3 clusters Score -2.670448e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196208 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -26704474.000000 Penalty: 6048.730957
	Iteration 30Q: 3 clusters Score -2.670447e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196264 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -26704476.000000 Penalty: 6048.730957
	Iteration 31Q: 3 clusters Score -2.670448e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196318 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -26704524.000000 Penalty: 6048.730957
	Iteration 32Q: 3 clusters Score -2.670452e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196352 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -26704596.000000 Penalty: 6048.730957
	Iteration 33Q: 3 clusters Score -2.67046e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196371 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -26704600.000000 Penalty: 6048.730957
	Iteration 34Q: 3 clusters Score -2.67046e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196399 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -26704674.000000 Penalty: 6048.730957
	Iteration 35Q: 3 clusters Score -2.670467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196414 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -26704696.000000 Penalty: 6048.730957
	Iteration 36Q: 3 clusters Score -2.67047e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196427 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26704700.000000 Penalty: 6048.730957
	Iteration 37Q: 3 clusters Score -2.67047e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196451 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26704732.000000 Penalty: 6048.730957
	Iteration 38Q: 3 clusters Score -2.670473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196474 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -26704796.000000 Penalty: 6048.730957
	Iteration 39Q: 3 clusters Score -2.67048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196499 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -26704838.000000 Penalty: 6048.730957
	Iteration 40F: 3 clusters Score -2.670484e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -26704880.000000 Penalty: 6048.730957
	Iteration 41Q: 3 clusters Score -2.670488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26704920.000000 Penalty: 6048.730957
	Iteration 42Q: 3 clusters Score -2.670492e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196538 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -26704938.000000 Penalty: 6048.730957
	Iteration 43Q: 3 clusters Score -2.670494e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196553 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -26704984.000000 Penalty: 6048.730957
	Iteration 44Q: 3 clusters Score -2.670498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196559 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -26704980.000000 Penalty: 6048.730957
	Iteration 45Q: 3 clusters Score -2.670498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196559 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -26704994.000000 Penalty: 6048.730957
	Iteration 46Q: 3 clusters Score -2.670499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196554 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -26705002.000000 Penalty: 6048.730957
	Iteration 47Q: 3 clusters Score -2.6705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196553 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -26704994.000000 Penalty: 6048.730957
	Iteration 48Q: 3 clusters Score -2.670499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196553 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -26704994.000000 Penalty: 6048.730957
	Iteration 49Q: 3 clusters Score -2.670499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196551 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -26705012.000000 Penalty: 6048.730957
	Iteration 50Q: 3 clusters Score -2.670501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196548 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -26705002.000000 Penalty: 6048.730957
	Iteration 51Q: 3 clusters Score -2.6705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196546 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -26705004.000000 Penalty: 6048.730957
	Iteration 52Q: 3 clusters Score -2.6705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196546 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -26704992.000000 Penalty: 6048.730957
	Iteration 53Q: 3 clusters Score -2.670499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196543 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -26704992.000000 Penalty: 6048.730957
	Iteration 54Q: 3 clusters Score -2.670499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196540 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -26705014.000000 Penalty: 6048.730957
	Iteration 55Q: 3 clusters Score -2.670501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196536 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -26705018.000000 Penalty: 6048.730957
	Iteration 56Q: 3 clusters Score -2.670502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196532 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -26705022.000000 Penalty: 6048.730957
	Iteration 57Q: 3 clusters Score -2.670502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196529 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -26705036.000000 Penalty: 6048.730957
	Iteration 58Q: 3 clusters Score -2.670504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196527 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -26705040.000000 Penalty: 6048.730957
	Iteration 59Q: 3 clusters Score -2.670504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196529 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -26705028.000000 Penalty: 6048.730957
	Iteration 60F: 3 clusters Score -2.670503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196527 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -26705022.000000 Penalty: 6048.730957
	Iteration 61Q: 3 clusters Score -2.670502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26705028.000000 Penalty: 6048.730957
	Iteration 62Q: 3 clusters Score -2.670503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -26705018.000000 Penalty: 6048.730957
	Iteration 63Q: 3 clusters Score -2.670502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26705026.000000 Penalty: 6048.730957
	Iteration 64Q: 3 clusters Score -2.670503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -26705026.000000 Penalty: 6048.730957
	Iteration 65Q: 3 clusters Score -2.670503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -26705034.000000 Penalty: 6048.730957
	Iteration 66Q: 3 clusters Score -2.670503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -26705034.000000 Penalty: 6048.730957
	Iteration 67Q: 3 clusters Score -2.670503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26705030.000000 Penalty: 6048.730957
	Iteration 68Q: 3 clusters Score -2.670503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196522 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -26705040.000000 Penalty: 6048.730957
	Iteration 69Q: 3 clusters Score -2.670504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196520 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -26705032.000000 Penalty: 6048.730957
	Iteration 70Q: 3 clusters Score -2.670503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196519 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26705038.000000 Penalty: 6048.730957
	Iteration 71Q: 3 clusters Score -2.670504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196519 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26705034.000000 Penalty: 6048.730957
	Iteration 72Q: 3 clusters Score -2.670503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196517 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -26705038.000000 Penalty: 6048.730957
	Iteration 73Q: 3 clusters Score -2.670504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196521 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -26705058.000000 Penalty: 6048.730957
	Iteration 74Q: 3 clusters Score -2.670506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196522 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -26705052.000000 Penalty: 6048.730957
	Iteration 75Q: 3 clusters Score -2.670505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26705038.000000 Penalty: 6048.730957
	Iteration 76Q: 3 clusters Score -2.670504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26705038.000000 Penalty: 6048.730957
	Iteration 77F: 3 clusters Score -2.670504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Entering Unmasked Estep 
Score: -22831256.000000 Penalty: 2984.324951
	Iteration 0F: 2 clusters Score -2.283126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -22721270.000000 Penalty: 5968.649902
	Iteration 0F: 3 clusters Score -2.272127e+07 nChanged 80470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -22767550.000000 Penalty: 5968.649902
	Iteration 1F: 3 clusters Score -2.276755e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -22768206.000000 Penalty: 5968.649902
	Iteration 2Q: 3 clusters Score -2.276821e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -22768876.000000 Penalty: 5968.649902
	Iteration 3Q: 3 clusters Score -2.276888e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -22769764.000000 Penalty: 5968.649902
	Iteration 4Q: 3 clusters Score -2.276976e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -22770854.000000 Penalty: 5968.649902
	Iteration 5Q: 3 clusters Score -2.277085e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -22772400.000000 Penalty: 5968.649902
	Iteration 6Q: 3 clusters Score -2.27724e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -22774986.000000 Penalty: 5968.649902
	Iteration 7Q: 3 clusters Score -2.277499e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -22779118.000000 Penalty: 5968.649902
	Iteration 8Q: 3 clusters Score -2.277912e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -22785418.000000 Penalty: 5968.649902
	Iteration 9F: 3 clusters Score -2.278542e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -22794216.000000 Penalty: 5968.649902
	Iteration 10F: 3 clusters Score -2.279422e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -22803168.000000 Penalty: 5968.649902
	Iteration 11F: 3 clusters Score -2.280317e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -22810858.000000 Penalty: 5968.649902
	Iteration 12F: 3 clusters Score -2.281086e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -22816440.000000 Penalty: 5968.649902
	Iteration 13Q: 3 clusters Score -2.281644e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -22819980.000000 Penalty: 5968.649902
	Iteration 14Q: 3 clusters Score -2.281998e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -22822650.000000 Penalty: 5968.649902
	Iteration 15Q: 3 clusters Score -2.282265e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -22824314.000000 Penalty: 5968.649902
	Iteration 16Q: 3 clusters Score -2.282431e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -22825526.000000 Penalty: 5968.649902
	Iteration 17Q: 3 clusters Score -2.282553e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -22826432.000000 Penalty: 5968.649902
	Iteration 18Q: 3 clusters Score -2.282643e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164585 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -22827048.000000 Penalty: 5968.649902
	Iteration 19Q: 3 clusters Score -2.282705e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -22827482.000000 Penalty: 5968.649902
	Iteration 20F: 3 clusters Score -2.282748e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -22827744.000000 Penalty: 5968.649902
	Iteration 21Q: 3 clusters Score -2.282774e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166240 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -22827938.000000 Penalty: 5968.649902
	Iteration 22Q: 3 clusters Score -2.282794e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -22828036.000000 Penalty: 5968.649902
	Iteration 23Q: 3 clusters Score -2.282804e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166693 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -22828168.000000 Penalty: 5968.649902
	Iteration 24Q: 3 clusters Score -2.282817e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22828232.000000 Penalty: 5968.649902
	Iteration 25Q: 3 clusters Score -2.282823e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22828344.000000 Penalty: 5968.649902
	Iteration 26Q: 3 clusters Score -2.282834e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22828404.000000 Penalty: 5968.649902
	Iteration 27Q: 3 clusters Score -2.28284e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -22828480.000000 Penalty: 5968.649902
	Iteration 28Q: 3 clusters Score -2.282848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22828516.000000 Penalty: 5968.649902
	Iteration 29Q: 3 clusters Score -2.282852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22828542.000000 Penalty: 5968.649902
	Iteration 30Q: 3 clusters Score -2.282854e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22828574.000000 Penalty: 5968.649902
	Iteration 31Q: 3 clusters Score -2.282857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -22828596.000000 Penalty: 5968.649902
	Iteration 32Q: 3 clusters Score -2.28286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22828610.000000 Penalty: 5968.649902
	Iteration 33Q: 3 clusters Score -2.282861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22828628.000000 Penalty: 5968.649902
	Iteration 34Q: 3 clusters Score -2.282863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22828650.000000 Penalty: 5968.649902
	Iteration 35Q: 3 clusters Score -2.282865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22828638.000000 Penalty: 5968.649902
	Iteration 36Q: 3 clusters Score -2.282864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22828672.000000 Penalty: 5968.649902
	Iteration 37Q: 3 clusters Score -2.282867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22828682.000000 Penalty: 5968.649902
	Iteration 38Q: 3 clusters Score -2.282868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22828678.000000 Penalty: 5968.649902
	Iteration 39Q: 3 clusters Score -2.282868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22828684.000000 Penalty: 5968.649902
	Iteration 40F: 3 clusters Score -2.282868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22828694.000000 Penalty: 5968.649902
	Iteration 41Q: 3 clusters Score -2.282869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22828696.000000 Penalty: 5968.649902
	Iteration 42Q: 3 clusters Score -2.28287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22828694.000000 Penalty: 5968.649902
	Iteration 43Q: 3 clusters Score -2.282869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22828698.000000 Penalty: 5968.649902
	Iteration 44Q: 3 clusters Score -2.28287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22828686.000000 Penalty: 5968.649902
	Iteration 45Q: 3 clusters Score -2.282869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22828692.000000 Penalty: 5968.649902
	Iteration 46Q: 3 clusters Score -2.282869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22828698.000000 Penalty: 5968.649902
	Iteration 47Q: 3 clusters Score -2.28287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22828698.000000 Penalty: 5968.649902
	Iteration 48Q: 3 clusters Score -2.28287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22828698.000000 Penalty: 5968.649902
	Iteration 49Q: 3 clusters Score -2.28287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22828692.000000 Penalty: 5968.649902
	Iteration 50Q: 3 clusters Score -2.282869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22828702.000000 Penalty: 5968.649902
	Iteration 51Q: 3 clusters Score -2.28287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22828712.000000 Penalty: 5968.649902
	Iteration 52Q: 3 clusters Score -2.282871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -22828706.000000 Penalty: 5968.649902
	Iteration 53Q: 3 clusters Score -2.282871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -22828706.000000 Penalty: 5968.649902
	Iteration 54Q: 3 clusters Score -2.282871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22828710.000000 Penalty: 5968.649902
	Iteration 55Q: 3 clusters Score -2.282871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22828710.000000 Penalty: 5968.649902
	Iteration 56F: 3 clusters Score -2.282871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1512329.875000 Penalty: 2342.932373
	Iteration 0F: 2 clusters Score -1512330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1503084.250000 Penalty: 4685.864746
	Iteration 0F: 3 clusters Score -1503084 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1505947.250000 Penalty: 4685.864746
	Iteration 1F: 3 clusters Score -1505947 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1506330.500000 Penalty: 4685.864746
	Iteration 2F: 3 clusters Score -1506330 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1506705.500000 Penalty: 4685.864746
	Iteration 3F: 3 clusters Score -1506706 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1507114.250000 Penalty: 4685.864746
	Iteration 4F: 3 clusters Score -1507114 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1507530.500000 Penalty: 4685.864746
	Iteration 5F: 3 clusters Score -1507530 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1507979.625000 Penalty: 4685.864746
	Iteration 6F: 3 clusters Score -1507980 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1508528.625000 Penalty: 4685.864746
	Iteration 7F: 3 clusters Score -1508529 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1509160.500000 Penalty: 4685.864746
	Iteration 8F: 3 clusters Score -1509160 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1509804.875000 Penalty: 4685.864746
	Iteration 9F: 3 clusters Score -1509805 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1510313.625000 Penalty: 4685.864746
	Iteration 10F: 3 clusters Score -1510314 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1510648.250000 Penalty: 4685.864746
	Iteration 11Q: 3 clusters Score -1510648 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1510841.750000 Penalty: 4685.864746
	Iteration 12Q: 3 clusters Score -1510842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1510944.375000 Penalty: 4685.864746
	Iteration 13Q: 3 clusters Score -1510944 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1511009.125000 Penalty: 4685.864746
	Iteration 14Q: 3 clusters Score -1511009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1511042.625000 Penalty: 4685.864746
	Iteration 15Q: 3 clusters Score -1511043 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1511065.500000 Penalty: 4685.864746
	Iteration 16Q: 3 clusters Score -1511066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1511087.750000 Penalty: 4685.864746
	Iteration 17Q: 3 clusters Score -1511088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1511103.375000 Penalty: 4685.864746
	Iteration 18Q: 3 clusters Score -1511103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1511115.500000 Penalty: 4685.864746
	Iteration 19Q: 3 clusters Score -1511116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1511119.625000 Penalty: 4685.864746
	Iteration 20F: 3 clusters Score -1511120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1511128.000000 Penalty: 4685.864746
	Iteration 21Q: 3 clusters Score -1511128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1511131.875000 Penalty: 4685.864746
	Iteration 22Q: 3 clusters Score -1511132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1511134.750000 Penalty: 4685.864746
	Iteration 23Q: 3 clusters Score -1511135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1511140.500000 Penalty: 4685.864746
	Iteration 24Q: 3 clusters Score -1511140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1511143.125000 Penalty: 4685.864746
	Iteration 25Q: 3 clusters Score -1511143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1511141.375000 Penalty: 4685.864746
	Iteration 26Q: 3 clusters Score -1511141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1511143.875000 Penalty: 4685.864746
	Iteration 27Q: 3 clusters Score -1511144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1511152.750000 Penalty: 4685.864746
	Iteration 28Q: 3 clusters Score -1511153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1511149.250000 Penalty: 4685.864746
	Iteration 29Q: 3 clusters Score -1511149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1511152.000000 Penalty: 4685.864746
	Iteration 30Q: 3 clusters Score -1511152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1511151.875000 Penalty: 4685.864746
	Iteration 31Q: 3 clusters Score -1511152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1511154.500000 Penalty: 4685.864746
	Iteration 32Q: 3 clusters Score -1511154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1511158.500000 Penalty: 4685.864746
	Iteration 33Q: 3 clusters Score -1511158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1511157.750000 Penalty: 4685.864746
	Iteration 34Q: 3 clusters Score -1511158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1511157.125000 Penalty: 4685.864746
	Iteration 35Q: 3 clusters Score -1511157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1511155.875000 Penalty: 4685.864746
	Iteration 36Q: 3 clusters Score -1511156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1511155.875000 Penalty: 4685.864746
	Iteration 37F: 3 clusters Score -1511156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Entering Unmasked Estep 
Score: -2410633.250000 Penalty: 2441.457520
	Iteration 0F: 2 clusters Score -2410633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2397376.500000 Penalty: 4882.915039
	Iteration 0F: 3 clusters Score -2397376 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2401897.000000 Penalty: 4882.915039
	Iteration 1F: 3 clusters Score -2401897 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2402455.250000 Penalty: 4882.915039
	Iteration 2F: 3 clusters Score -2402455 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2403005.250000 Penalty: 4882.915039
	Iteration 3F: 3 clusters Score -2403005 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2403550.250000 Penalty: 4882.915039
	Iteration 4F: 3 clusters Score -2403550 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2404187.250000 Penalty: 4882.915039
	Iteration 5F: 3 clusters Score -2404187 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2404857.000000 Penalty: 4882.915039
	Iteration 6F: 3 clusters Score -2404857 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2405554.250000 Penalty: 4882.915039
	Iteration 7F: 3 clusters Score -2405554 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2406166.750000 Penalty: 4882.915039
	Iteration 8Q: 3 clusters Score -2406167 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2406685.000000 Penalty: 4882.915039
	Iteration 9Q: 3 clusters Score -2406685 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2407186.250000 Penalty: 4882.915039
	Iteration 10Q: 3 clusters Score -2407186 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2407665.250000 Penalty: 4882.915039
	Iteration 11Q: 3 clusters Score -2407665 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2408237.250000 Penalty: 4882.915039
	Iteration 12Q: 3 clusters Score -2408237 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2408658.000000 Penalty: 4882.915039
	Iteration 13Q: 3 clusters Score -2408658 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2408888.000000 Penalty: 4882.915039
	Iteration 14Q: 3 clusters Score -2408888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2409013.250000 Penalty: 4882.915039
	Iteration 15Q: 3 clusters Score -2409013 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2409086.500000 Penalty: 4882.915039
	Iteration 16Q: 3 clusters Score -2409086 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2409134.000000 Penalty: 4882.915039
	Iteration 17Q: 3 clusters Score -2409134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2409156.500000 Penalty: 4882.915039
	Iteration 18Q: 3 clusters Score -2409156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2409185.750000 Penalty: 4882.915039
	Iteration 19Q: 3 clusters Score -2409186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2409197.500000 Penalty: 4882.915039
	Iteration 20F: 3 clusters Score -2409198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2409207.250000 Penalty: 4882.915039
	Iteration 21Q: 3 clusters Score -2409207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2409204.000000 Penalty: 4882.915039
	Iteration 22Q: 3 clusters Score -2409204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2409220.250000 Penalty: 4882.915039
	Iteration 23Q: 3 clusters Score -2409220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2409217.250000 Penalty: 4882.915039
	Iteration 24Q: 3 clusters Score -2409217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2409220.500000 Penalty: 4882.915039
	Iteration 25Q: 3 clusters Score -2409220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2409227.000000 Penalty: 4882.915039
	Iteration 26Q: 3 clusters Score -2409227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2409223.500000 Penalty: 4882.915039
	Iteration 27Q: 3 clusters Score -2409224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2409229.000000 Penalty: 4882.915039
	Iteration 28Q: 3 clusters Score -2409229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2409232.500000 Penalty: 4882.915039
	Iteration 29Q: 3 clusters Score -2409232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2409230.000000 Penalty: 4882.915039
	Iteration 30Q: 3 clusters Score -2409230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2409233.500000 Penalty: 4882.915039
	Iteration 31Q: 3 clusters Score -2409234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2409234.500000 Penalty: 4882.915039
	Iteration 32Q: 3 clusters Score -2409234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2409238.500000 Penalty: 4882.915039
	Iteration 33Q: 3 clusters Score -2409238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2409238.750000 Penalty: 4882.915039
	Iteration 34Q: 3 clusters Score -2409239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2409241.500000 Penalty: 4882.915039
	Iteration 35Q: 3 clusters Score -2409242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2409237.500000 Penalty: 4882.915039
	Iteration 36Q: 3 clusters Score -2409238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2409234.250000 Penalty: 4882.915039
	Iteration 37Q: 3 clusters Score -2409234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2409235.500000 Penalty: 4882.915039
	Iteration 38Q: 3 clusters Score -2409236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2409237.250000 Penalty: 4882.915039
	Iteration 39Q: 3 clusters Score -2409237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2409236.250000 Penalty: 4882.915039
	Iteration 40F: 3 clusters Score -2409236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2409237.250000 Penalty: 4882.915039
	Iteration 41Q: 3 clusters Score -2409237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2409238.000000 Penalty: 4882.915039
	Iteration 42Q: 3 clusters Score -2409238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2409239.500000 Penalty: 4882.915039
	Iteration 43Q: 3 clusters Score -2409240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2409240.500000 Penalty: 4882.915039
	Iteration 44Q: 3 clusters Score -2409240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2409232.000000 Penalty: 4882.915039
	Iteration 45Q: 3 clusters Score -2409232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2409235.500000 Penalty: 4882.915039
	Iteration 46Q: 3 clusters Score -2409236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2409235.500000 Penalty: 4882.915039
	Iteration 47F: 3 clusters Score -2409236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -241175.375000 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -241175.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238652.890625 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -238652.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -239108.828125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -239108.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -239244.093750 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -239244.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -239329.000000 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -239329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -239385.406250 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -239385.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -239426.953125 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -239427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -239466.609375 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -239466.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239491.828125 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -239491.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -239512.390625 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -239512.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -239530.640625 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -239530.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -239547.421875 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -239547.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -239571.218750 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -239571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -239588.531250 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -239588.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239607.515625 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -239607.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239627.406250 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -239627.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -239655.375000 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -239655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239697.406250 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -239697.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -239762.953125 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -239763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -239854.687500 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -239854.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -239986.734375 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -239986.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -240147.781250 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -240147.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -240238.093750 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -240238.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -240289.500000 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -240289.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -240333.515625 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -240333.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -240361.421875 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -240361.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -240387.406250 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -240387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -240404.062500 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -240404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -240411.187500 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -240411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -240415.109375 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -240415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -240415.593750 Penalty: 3749.800049
	Iteration 29Q: 3 clusters Score -240415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -240415.593750 Penalty: 3749.800049
	Iteration 30F: 3 clusters Score -240415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -97960.445312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -97960.45 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 431 members 
Entering Unmasked Estep 
Score: -96183.000000 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -96183 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96742.164062 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -96742.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97007.687500 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -97007.69 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97261.140625 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -97261.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97481.414062 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -97481.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97795.476562 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -97795.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98079.085938 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -98079.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98117.281250 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -98117.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98135.031250 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -98135.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98148.445312 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -98148.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98160.414062 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -98160.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98171.296875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -98171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98189.656250 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -98189.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -98196.765625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -98196.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98198.109375 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -98198.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98200.140625 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -98200.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98201.351562 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -98201.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98201.351562 Penalty: 3347.384766
	Iteration 17F: 3 clusters Score -98201.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108600 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 498 members 
Entering Unmasked Estep 
Score: -126439880.000000 Penalty: 78551.085938
Splitting cluster 14 changes total score from -126441336.000000 to -126439880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (169137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Entering Unmasked Estep 
Score: -22857142.000000 Penalty: 2985.539307
	Iteration 0F: 2 clusters Score -2.285714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -22746482.000000 Penalty: 5971.078613
	Iteration 0F: 3 clusters Score -2.274648e+07 nChanged 80945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -22793552.000000 Penalty: 5971.078613
	Iteration 1F: 3 clusters Score -2.279355e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -22794756.000000 Penalty: 5971.078613
	Iteration 2Q: 3 clusters Score -2.279476e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -22796546.000000 Penalty: 5971.078613
	Iteration 3Q: 3 clusters Score -2.279655e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -22798828.000000 Penalty: 5971.078613
	Iteration 4Q: 3 clusters Score -2.279883e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -22802428.000000 Penalty: 5971.078613
	Iteration 5Q: 3 clusters Score -2.280243e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -22807606.000000 Penalty: 5971.078613
	Iteration 6Q: 3 clusters Score -2.280761e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -22814122.000000 Penalty: 5971.078613
	Iteration 7F: 3 clusters Score -2.281412e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
Score: -22821298.000000 Penalty: 5971.078613
	Iteration 8F: 3 clusters Score -2.28213e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -22827744.000000 Penalty: 5971.078613
	Iteration 9F: 3 clusters Score -2.282774e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -22832624.000000 Penalty: 5971.078613
	Iteration 10F: 3 clusters Score -2.283262e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 114331 members 
Entering Unmasked Estep 
Score: -22835468.000000 Penalty: 5971.078613
	Iteration 11Q: 3 clusters Score -2.283547e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -22837240.000000 Penalty: 5971.078613
	Iteration 12Q: 3 clusters Score -2.283724e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -22838200.000000 Penalty: 5971.078613
	Iteration 13Q: 3 clusters Score -2.28382e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -22838896.000000 Penalty: 5971.078613
	Iteration 14Q: 3 clusters Score -2.28389e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
Score: -22839490.000000 Penalty: 5971.078613
	Iteration 15Q: 3 clusters Score -2.283949e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -22840280.000000 Penalty: 5971.078613
	Iteration 16Q: 3 clusters Score -2.284028e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -22841022.000000 Penalty: 5971.078613
	Iteration 17Q: 3 clusters Score -2.284102e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -22841644.000000 Penalty: 5971.078613
	Iteration 18Q: 3 clusters Score -2.284164e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 128774 members 
Entering Unmasked Estep 
Score: -22842338.000000 Penalty: 5971.078613
	Iteration 19Q: 3 clusters Score -2.284234e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 130742 members 
Entering Unmasked Estep 
Score: -22843064.000000 Penalty: 5971.078613
	Iteration 20F: 3 clusters Score -2.284306e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 132732 members 
Entering Unmasked Estep 
Score: -22843720.000000 Penalty: 5971.078613
	Iteration 21Q: 3 clusters Score -2.284372e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -22844282.000000 Penalty: 5971.078613
	Iteration 22Q: 3 clusters Score -2.284428e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -22844748.000000 Penalty: 5971.078613
	Iteration 23Q: 3 clusters Score -2.284475e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 138757 members 
Entering Unmasked Estep 
Score: -22845356.000000 Penalty: 5971.078613
	Iteration 24Q: 3 clusters Score -2.284536e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -22846044.000000 Penalty: 5971.078613
	Iteration 25Q: 3 clusters Score -2.284604e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 142890 members 
Entering Unmasked Estep 
Score: -22846726.000000 Penalty: 5971.078613
	Iteration 26Q: 3 clusters Score -2.284673e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -22847420.000000 Penalty: 5971.078613
	Iteration 27Q: 3 clusters Score -2.284742e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 146998 members 
Entering Unmasked Estep 
Score: -22848002.000000 Penalty: 5971.078613
	Iteration 28Q: 3 clusters Score -2.2848e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 149050 members 
Entering Unmasked Estep 
Score: -22848672.000000 Penalty: 5971.078613
	Iteration 29Q: 3 clusters Score -2.284867e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -22849354.000000 Penalty: 5971.078613
	Iteration 30Q: 3 clusters Score -2.284935e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -22849970.000000 Penalty: 5971.078613
	Iteration 31Q: 3 clusters Score -2.284997e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 154733 members 
Entering Unmasked Estep 
Score: -22850590.000000 Penalty: 5971.078613
	Iteration 32Q: 3 clusters Score -2.285059e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -22851304.000000 Penalty: 5971.078613
	Iteration 33Q: 3 clusters Score -2.28513e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -22851904.000000 Penalty: 5971.078613
	Iteration 34Q: 3 clusters Score -2.28519e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -22852434.000000 Penalty: 5971.078613
	Iteration 35Q: 3 clusters Score -2.285243e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 160736 members 
Entering Unmasked Estep 
Score: -22852912.000000 Penalty: 5971.078613
	Iteration 36Q: 3 clusters Score -2.285291e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -22853334.000000 Penalty: 5971.078613
	Iteration 37Q: 3 clusters Score -2.285333e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -22853648.000000 Penalty: 5971.078613
	Iteration 38Q: 3 clusters Score -2.285365e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 163538 members 
Entering Unmasked Estep 
Score: -22853986.000000 Penalty: 5971.078613
	Iteration 39Q: 3 clusters Score -2.285399e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -22854164.000000 Penalty: 5971.078613
	Iteration 40F: 3 clusters Score -2.285416e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -22854252.000000 Penalty: 5971.078613
	Iteration 41Q: 3 clusters Score -2.285425e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -22854344.000000 Penalty: 5971.078613
	Iteration 42Q: 3 clusters Score -2.285434e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 165383 members 
Entering Unmasked Estep 
Score: -22854464.000000 Penalty: 5971.078613
	Iteration 43Q: 3 clusters Score -2.285446e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -22854526.000000 Penalty: 5971.078613
	Iteration 44Q: 3 clusters Score -2.285453e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 165868 members 
Entering Unmasked Estep 
Score: -22854562.000000 Penalty: 5971.078613
	Iteration 45Q: 3 clusters Score -2.285456e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 166052 members 
Entering Unmasked Estep 
Score: -22854616.000000 Penalty: 5971.078613
	Iteration 46Q: 3 clusters Score -2.285462e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 166213 members 
Entering Unmasked Estep 
Score: -22854648.000000 Penalty: 5971.078613
	Iteration 47Q: 3 clusters Score -2.285465e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -22854656.000000 Penalty: 5971.078613
	Iteration 48Q: 3 clusters Score -2.285466e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -22854664.000000 Penalty: 5971.078613
	Iteration 49Q: 3 clusters Score -2.285466e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 166546 members 
Entering Unmasked Estep 
Score: -22854716.000000 Penalty: 5971.078613
	Iteration 50Q: 3 clusters Score -2.285472e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -22854768.000000 Penalty: 5971.078613
	Iteration 51Q: 3 clusters Score -2.285477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -22854764.000000 Penalty: 5971.078613
	Iteration 52Q: 3 clusters Score -2.285476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -22854762.000000 Penalty: 5971.078613
	Iteration 53Q: 3 clusters Score -2.285476e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 166803 members 
Entering Unmasked Estep 
Score: -22854766.000000 Penalty: 5971.078613
	Iteration 54Q: 3 clusters Score -2.285477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -22854774.000000 Penalty: 5971.078613
	Iteration 55Q: 3 clusters Score -2.285477e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 166901 members 
Entering Unmasked Estep 
Score: -22854788.000000 Penalty: 5971.078613
	Iteration 56Q: 3 clusters Score -2.285479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -22854818.000000 Penalty: 5971.078613
	Iteration 57Q: 3 clusters Score -2.285482e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -22854820.000000 Penalty: 5971.078613
	Iteration 58Q: 3 clusters Score -2.285482e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -22854830.000000 Penalty: 5971.078613
	Iteration 59Q: 3 clusters Score -2.285483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -22854848.000000 Penalty: 5971.078613
	Iteration 60F: 3 clusters Score -2.285485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -22854868.000000 Penalty: 5971.078613
	Iteration 61Q: 3 clusters Score -2.285487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -22854848.000000 Penalty: 5971.078613
	Iteration 62Q: 3 clusters Score -2.285485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -22854862.000000 Penalty: 5971.078613
	Iteration 63Q: 3 clusters Score -2.285486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 167109 members 
Entering Unmasked Estep 
Score: -22854866.000000 Penalty: 5971.078613
	Iteration 64Q: 3 clusters Score -2.285487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -22854848.000000 Penalty: 5971.078613
	Iteration 65Q: 3 clusters Score -2.285485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -22854850.000000 Penalty: 5971.078613
	Iteration 66Q: 3 clusters Score -2.285485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 167161 members 
Entering Unmasked Estep 
Score: -22854840.000000 Penalty: 5971.078613
	Iteration 67Q: 3 clusters Score -2.285484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -22854854.000000 Penalty: 5971.078613
	Iteration 68Q: 3 clusters Score -2.285485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -22854870.000000 Penalty: 5971.078613
	Iteration 69Q: 3 clusters Score -2.285487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 167220 members 
Entering Unmasked Estep 
Score: -22854880.000000 Penalty: 5971.078613
	Iteration 70Q: 3 clusters Score -2.285488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 167229 members 
Entering Unmasked Estep 
Score: -22854872.000000 Penalty: 5971.078613
	Iteration 71Q: 3 clusters Score -2.285487e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -22854906.000000 Penalty: 5971.078613
	Iteration 72Q: 3 clusters Score -2.285491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 167271 members 
Entering Unmasked Estep 
Score: -22854908.000000 Penalty: 5971.078613
	Iteration 73Q: 3 clusters Score -2.285491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -22854888.000000 Penalty: 5971.078613
	Iteration 74Q: 3 clusters Score -2.285489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -22854906.000000 Penalty: 5971.078613
	Iteration 75Q: 3 clusters Score -2.285491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 167311 members 
Entering Unmasked Estep 
Score: -22854882.000000 Penalty: 5971.078613
	Iteration 76Q: 3 clusters Score -2.285488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -22854904.000000 Penalty: 5971.078613
	Iteration 77Q: 3 clusters Score -2.28549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 167333 members 
Entering Unmasked Estep 
Score: -22854916.000000 Penalty: 5971.078613
	Iteration 78Q: 3 clusters Score -2.285492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 167344 members 
Entering Unmasked Estep 
Score: -22854930.000000 Penalty: 5971.078613
	Iteration 79Q: 3 clusters Score -2.285493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 167355 members 
Entering Unmasked Estep 
Score: -22854916.000000 Penalty: 5971.078613
	Iteration 80F: 3 clusters Score -2.285492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 167365 members 
Entering Unmasked Estep 
Score: -22854912.000000 Penalty: 5971.078613
	Iteration 81Q: 3 clusters Score -2.285491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 167374 members 
Entering Unmasked Estep 
Score: -22854930.000000 Penalty: 5971.078613
	Iteration 82Q: 3 clusters Score -2.285493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -22854936.000000 Penalty: 5971.078613
	Iteration 83Q: 3 clusters Score -2.285494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -22854930.000000 Penalty: 5971.078613
	Iteration 84Q: 3 clusters Score -2.285493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -22854928.000000 Penalty: 5971.078613
	Iteration 85Q: 3 clusters Score -2.285493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -22854942.000000 Penalty: 5971.078613
	Iteration 86Q: 3 clusters Score -2.285494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 167420 members 
Entering Unmasked Estep 
Score: -22854936.000000 Penalty: 5971.078613
	Iteration 87Q: 3 clusters Score -2.285494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 167428 members 
Entering Unmasked Estep 
Score: -22854928.000000 Penalty: 5971.078613
	Iteration 88Q: 3 clusters Score -2.285493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -22854924.000000 Penalty: 5971.078613
	Iteration 89Q: 3 clusters Score -2.285492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -22854926.000000 Penalty: 5971.078613
	Iteration 90Q: 3 clusters Score -2.285493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -22854916.000000 Penalty: 5971.078613
	Iteration 91Q: 3 clusters Score -2.285492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 167448 members 
Entering Unmasked Estep 
Score: -22854922.000000 Penalty: 5971.078613
	Iteration 92Q: 3 clusters Score -2.285492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -22854912.000000 Penalty: 5971.078613
	Iteration 93Q: 3 clusters Score -2.285491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 167453 members 
Entering Unmasked Estep 
Score: -22854924.000000 Penalty: 5971.078613
	Iteration 94Q: 3 clusters Score -2.285492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -22854916.000000 Penalty: 5971.078613
	Iteration 95Q: 3 clusters Score -2.285492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -22854926.000000 Penalty: 5971.078613
	Iteration 96Q: 3 clusters Score -2.285493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -22854926.000000 Penalty: 5971.078613
	Iteration 97Q: 3 clusters Score -2.285493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -22854916.000000 Penalty: 5971.078613
	Iteration 98Q: 3 clusters Score -2.285492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -22854914.000000 Penalty: 5971.078613
	Iteration 99Q: 3 clusters Score -2.285491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -22854906.000000 Penalty: 5971.078613
	Iteration 100F: 3 clusters Score -2.285491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 167469 members 
Entering Unmasked Estep 
Score: -22854900.000000 Penalty: 5971.078613
	Iteration 101Q: 3 clusters Score -2.28549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -22854904.000000 Penalty: 5971.078613
	Iteration 102Q: 3 clusters Score -2.28549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 167475 members 
Entering Unmasked Estep 
Score: -22854926.000000 Penalty: 5971.078613
	Iteration 103Q: 3 clusters Score -2.285493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -22854938.000000 Penalty: 5971.078613
	Iteration 104Q: 3 clusters Score -2.285494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -22854936.000000 Penalty: 5971.078613
	Iteration 105Q: 3 clusters Score -2.285494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -22854940.000000 Penalty: 5971.078613
	Iteration 106Q: 3 clusters Score -2.285494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 167479 members 
Entering Unmasked Estep 
Score: -22854938.000000 Penalty: 5971.078613
	Iteration 107Q: 3 clusters Score -2.285494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -22854946.000000 Penalty: 5971.078613
	Iteration 108Q: 3 clusters Score -2.285495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -22854940.000000 Penalty: 5971.078613
	Iteration 109Q: 3 clusters Score -2.285494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -22854928.000000 Penalty: 5971.078613
	Iteration 110Q: 3 clusters Score -2.285493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -22854934.000000 Penalty: 5971.078613
	Iteration 111Q: 3 clusters Score -2.285493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 167483 members 
Entering Unmasked Estep 
Score: -22854950.000000 Penalty: 5971.078613
	Iteration 112Q: 3 clusters Score -2.285495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -22854964.000000 Penalty: 5971.078613
	Iteration 113Q: 3 clusters Score -2.285496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 167490 members 
Entering Unmasked Estep 
Score: -22854962.000000 Penalty: 5971.078613
	Iteration 114Q: 3 clusters Score -2.285496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -22854966.000000 Penalty: 5971.078613
	Iteration 115Q: 3 clusters Score -2.285497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 167492 members 
Entering Unmasked Estep 
Score: -22854980.000000 Penalty: 5971.078613
	Iteration 116Q: 3 clusters Score -2.285498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -22854980.000000 Penalty: 5971.078613
	Iteration 117Q: 3 clusters Score -2.285498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 167494 members 
Entering Unmasked Estep 
Score: -22854978.000000 Penalty: 5971.078613
	Iteration 118Q: 3 clusters Score -2.285498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 167494 members 
Entering Unmasked Estep 
Score: -22854978.000000 Penalty: 5971.078613
	Iteration 119F: 3 clusters Score -2.285498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Entering Unmasked Estep 
Score: -2817059.250000 Penalty: 2476.936035
	Iteration 0F: 2 clusters Score -2817059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2801877.000000 Penalty: 4953.872070
	Iteration 0F: 3 clusters Score -2801877 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2806864.250000 Penalty: 4953.872070
	Iteration 1F: 3 clusters Score -2806864 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2807298.000000 Penalty: 4953.872070
	Iteration 2F: 3 clusters Score -2807298 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2807701.750000 Penalty: 4953.872070
	Iteration 3Q: 3 clusters Score -2807702 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2808235.250000 Penalty: 4953.872070
	Iteration 4Q: 3 clusters Score -2808235 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2809061.750000 Penalty: 4953.872070
	Iteration 5F: 3 clusters Score -2809062 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2810059.750000 Penalty: 4953.872070
	Iteration 6F: 3 clusters Score -2810060 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2811120.000000 Penalty: 4953.872070
	Iteration 7F: 3 clusters Score -2811120 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2812114.750000 Penalty: 4953.872070
	Iteration 8F: 3 clusters Score -2812115 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2813027.250000 Penalty: 4953.872070
	Iteration 9F: 3 clusters Score -2813027 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2813841.500000 Penalty: 4953.872070
	Iteration 10Q: 3 clusters Score -2813842 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2814533.000000 Penalty: 4953.872070
	Iteration 11Q: 3 clusters Score -2814533 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2814997.000000 Penalty: 4953.872070
	Iteration 12Q: 3 clusters Score -2814997 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2815303.500000 Penalty: 4953.872070
	Iteration 13Q: 3 clusters Score -2815304 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2815507.750000 Penalty: 4953.872070
	Iteration 14Q: 3 clusters Score -2815508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2815689.750000 Penalty: 4953.872070
	Iteration 15Q: 3 clusters Score -2815690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2815821.250000 Penalty: 4953.872070
	Iteration 16Q: 3 clusters Score -2815821 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2815907.500000 Penalty: 4953.872070
	Iteration 17Q: 3 clusters Score -2815908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2815951.250000 Penalty: 4953.872070
	Iteration 18Q: 3 clusters Score -2815951 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2815976.750000 Penalty: 4953.872070
	Iteration 19Q: 3 clusters Score -2815977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2815997.250000 Penalty: 4953.872070
	Iteration 20F: 3 clusters Score -2815997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2816007.750000 Penalty: 4953.872070
	Iteration 21Q: 3 clusters Score -2816008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2816014.000000 Penalty: 4953.872070
	Iteration 22Q: 3 clusters Score -2816014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2816011.750000 Penalty: 4953.872070
	Iteration 23Q: 3 clusters Score -2816012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2816017.250000 Penalty: 4953.872070
	Iteration 24Q: 3 clusters Score -2816017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2816025.000000 Penalty: 4953.872070
	Iteration 25Q: 3 clusters Score -2816025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2816029.750000 Penalty: 4953.872070
	Iteration 26Q: 3 clusters Score -2816030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2816033.250000 Penalty: 4953.872070
	Iteration 27Q: 3 clusters Score -2816033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2816038.750000 Penalty: 4953.872070
	Iteration 28Q: 3 clusters Score -2816039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2816037.250000 Penalty: 4953.872070
	Iteration 29Q: 3 clusters Score -2816037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2816037.250000 Penalty: 4953.872070
	Iteration 30Q: 3 clusters Score -2816037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2816038.000000 Penalty: 4953.872070
	Iteration 31Q: 3 clusters Score -2816038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2816036.250000 Penalty: 4953.872070
	Iteration 32Q: 3 clusters Score -2816036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2816035.750000 Penalty: 4953.872070
	Iteration 33Q: 3 clusters Score -2816036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2816037.750000 Penalty: 4953.872070
	Iteration 34Q: 3 clusters Score -2816038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2816039.250000 Penalty: 4953.872070
	Iteration 35Q: 3 clusters Score -2816039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2816040.250000 Penalty: 4953.872070
	Iteration 36Q: 3 clusters Score -2816040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2816040.250000 Penalty: 4953.872070
	Iteration 37F: 3 clusters Score -2816040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -726019.812500 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -726019.8 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 2676 members 
Entering Unmasked Estep 
Score: -721273.437500 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -721273.4 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -722419.312500 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -722419.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -722634.000000 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -722634 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -722742.812500 Penalty: 4258.179199
	Iteration 3Q: 3 clusters Score -722742.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -722823.000000 Penalty: 4258.179199
	Iteration 4Q: 3 clusters Score -722823 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -722894.750000 Penalty: 4258.179199
	Iteration 5Q: 3 clusters Score -722894.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -722941.500000 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -722941.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -722977.937500 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -722977.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -723019.062500 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -723019.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -723049.312500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -723049.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -723076.437500 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -723076.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -723105.625000 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -723105.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -723133.062500 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -723133.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -723157.437500 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -723157.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -723176.312500 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -723176.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -723190.187500 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -723190.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -723205.312500 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -723205.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -723219.687500 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -723219.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -723231.312500 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -723231.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -723248.562500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -723248.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -723270.187500 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -723270.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -723296.437500 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -723296.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -723325.875000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -723325.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -723350.250000 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -723350.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -723378.937500 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -723378.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -723406.687500 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -723406.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -723437.375000 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -723437.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -723463.750000 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -723463.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -723488.562500 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -723488.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -723524.312500 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -723524.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -723560.375000 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -723560.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -723596.500000 Penalty: 4258.179199
	Iteration 31Q: 3 clusters Score -723596.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -723633.312500 Penalty: 4258.179199
	Iteration 32Q: 3 clusters Score -723633.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -723663.437500 Penalty: 4258.179199
	Iteration 33Q: 3 clusters Score -723663.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -723703.625000 Penalty: 4258.179199
	Iteration 34Q: 3 clusters Score -723703.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -723748.812500 Penalty: 4258.179199
	Iteration 35Q: 3 clusters Score -723748.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -723799.812500 Penalty: 4258.179199
	Iteration 36Q: 3 clusters Score -723799.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -723840.125000 Penalty: 4258.179199
	Iteration 37Q: 3 clusters Score -723840.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -723874.750000 Penalty: 4258.179199
	Iteration 38Q: 3 clusters Score -723874.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -723906.187500 Penalty: 4258.179199
	Iteration 39Q: 3 clusters Score -723906.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -723934.000000 Penalty: 4258.179199
	Iteration 40F: 3 clusters Score -723934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -723951.312500 Penalty: 4258.179199
	Iteration 41Q: 3 clusters Score -723951.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -723967.437500 Penalty: 4258.179199
	Iteration 42Q: 3 clusters Score -723967.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -723986.000000 Penalty: 4258.179199
	Iteration 43Q: 3 clusters Score -723986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -724007.250000 Penalty: 4258.179199
	Iteration 44Q: 3 clusters Score -724007.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -724035.250000 Penalty: 4258.179199
	Iteration 45Q: 3 clusters Score -724035.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -724057.250000 Penalty: 4258.179199
	Iteration 46Q: 3 clusters Score -724057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -724072.062500 Penalty: 4258.179199
	Iteration 47Q: 3 clusters Score -724072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -724085.062500 Penalty: 4258.179199
	Iteration 48Q: 3 clusters Score -724085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -724098.750000 Penalty: 4258.179199
	Iteration 49Q: 3 clusters Score -724098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -724103.687500 Penalty: 4258.179199
	Iteration 50Q: 3 clusters Score -724103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -724106.187500 Penalty: 4258.179199
	Iteration 51Q: 3 clusters Score -724106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -724108.125000 Penalty: 4258.179199
	Iteration 52Q: 3 clusters Score -724108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -724108.125000 Penalty: 4258.179199
	Iteration 53F: 3 clusters Score -724108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -44390.417969 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -44390.42 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: -43047.808594 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -43047.81 nChanged 37
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: -43131.644531 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -43131.64 nChanged 6
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: -43147.113281 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -43147.11 nChanged 0
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: -43147.113281 Penalty: 2904.115723
	Iteration 3F: 3 clusters Score -43147.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Entering Unmasked Estep 
Score: -3108610.250000 Penalty: 2486.802490
	Iteration 0F: 2 clusters Score -3108610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3092861.000000 Penalty: 4973.604980
	Iteration 0F: 3 clusters Score -3092861 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3098160.250000 Penalty: 4973.604980
	Iteration 1F: 3 clusters Score -3098160 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3098503.250000 Penalty: 4973.604980
	Iteration 2Q: 3 clusters Score -3098503 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3098796.500000 Penalty: 4973.604980
	Iteration 3Q: 3 clusters Score -3098796 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3099061.250000 Penalty: 4973.604980
	Iteration 4Q: 3 clusters Score -3099061 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3099292.250000 Penalty: 4973.604980
	Iteration 5Q: 3 clusters Score -3099292 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3099589.500000 Penalty: 4973.604980
	Iteration 6Q: 3 clusters Score -3099590 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3099889.500000 Penalty: 4973.604980
	Iteration 7Q: 3 clusters Score -3099890 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3100293.500000 Penalty: 4973.604980
	Iteration 8Q: 3 clusters Score -3100294 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3100963.250000 Penalty: 4973.604980
	Iteration 9Q: 3 clusters Score -3100963 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3101876.000000 Penalty: 4973.604980
	Iteration 10F: 3 clusters Score -3101876 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3103011.750000 Penalty: 4973.604980
	Iteration 11F: 3 clusters Score -3103012 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3104066.000000 Penalty: 4973.604980
	Iteration 12F: 3 clusters Score -3104066 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3104877.250000 Penalty: 4973.604980
	Iteration 13Q: 3 clusters Score -3104877 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3105406.000000 Penalty: 4973.604980
	Iteration 14Q: 3 clusters Score -3105406 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3105732.250000 Penalty: 4973.604980
	Iteration 15Q: 3 clusters Score -3105732 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3105965.000000 Penalty: 4973.604980
	Iteration 16Q: 3 clusters Score -3105965 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -3106169.750000 Penalty: 4973.604980
	Iteration 17Q: 3 clusters Score -3106170 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3106300.250000 Penalty: 4973.604980
	Iteration 18Q: 3 clusters Score -3106300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3106408.250000 Penalty: 4973.604980
	Iteration 19Q: 3 clusters Score -3106408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3106459.750000 Penalty: 4973.604980
	Iteration 20F: 3 clusters Score -3106460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3106497.000000 Penalty: 4973.604980
	Iteration 21Q: 3 clusters Score -3106497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3106521.250000 Penalty: 4973.604980
	Iteration 22Q: 3 clusters Score -3106521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3106526.000000 Penalty: 4973.604980
	Iteration 23Q: 3 clusters Score -3106526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3106539.000000 Penalty: 4973.604980
	Iteration 24Q: 3 clusters Score -3106539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3106546.500000 Penalty: 4973.604980
	Iteration 25Q: 3 clusters Score -3106546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3106551.500000 Penalty: 4973.604980
	Iteration 26Q: 3 clusters Score -3106552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3106550.750000 Penalty: 4973.604980
	Iteration 27Q: 3 clusters Score -3106551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3106552.000000 Penalty: 4973.604980
	Iteration 28Q: 3 clusters Score -3106552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3106551.250000 Penalty: 4973.604980
	Iteration 29Q: 3 clusters Score -3106551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3106554.250000 Penalty: 4973.604980
	Iteration 30Q: 3 clusters Score -3106554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3106557.500000 Penalty: 4973.604980
	Iteration 31Q: 3 clusters Score -3106558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3106560.500000 Penalty: 4973.604980
	Iteration 32Q: 3 clusters Score -3106560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3106558.000000 Penalty: 4973.604980
	Iteration 33Q: 3 clusters Score -3106558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3106561.750000 Penalty: 4973.604980
	Iteration 34Q: 3 clusters Score -3106562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3106562.000000 Penalty: 4973.604980
	Iteration 35Q: 3 clusters Score -3106562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3106560.750000 Penalty: 4973.604980
	Iteration 36Q: 3 clusters Score -3106561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3106566.000000 Penalty: 4973.604980
	Iteration 37Q: 3 clusters Score -3106566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3106567.750000 Penalty: 4973.604980
	Iteration 38Q: 3 clusters Score -3106568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3106567.750000 Penalty: 4973.604980
	Iteration 39Q: 3 clusters Score -3106568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3106572.500000 Penalty: 4973.604980
	Iteration 40F: 3 clusters Score -3106572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3106569.250000 Penalty: 4973.604980
	Iteration 41Q: 3 clusters Score -3106569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3106570.000000 Penalty: 4973.604980
	Iteration 42Q: 3 clusters Score -3106570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3106570.000000 Penalty: 4973.604980
	Iteration 43F: 3 clusters Score -3106570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24234.732422 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24234.73 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 124 members 
Entering Unmasked Estep 
Score: -23172.310547 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23172.31 nChanged 53
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: -23542.888672 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23542.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23683.554688 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -23683.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23802.339844 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -23802.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23905.041016 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -23905.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23974.587891 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -23974.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24057.210938 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -24057.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24107.949219 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -24107.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24135.066406 Penalty: 2761.898926
	Iteration 8Q: 3 clusters Score -24135.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24164.384766 Penalty: 2761.898926
	Iteration 9Q: 3 clusters Score -24164.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24218.095703 Penalty: 2761.898926
	Iteration 10Q: 3 clusters Score -24218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24264.531250 Penalty: 2761.898926
	Iteration 11Q: 3 clusters Score -24264.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24270.195312 Penalty: 2761.898926
	Iteration 12Q: 3 clusters Score -24270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24276.535156 Penalty: 2761.898926
	Iteration 13Q: 3 clusters Score -24276.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24286.501953 Penalty: 2761.898926
	Iteration 14Q: 3 clusters Score -24286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24293.306641 Penalty: 2761.898926
	Iteration 15F: 3 clusters Score -24293.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24356.937500 Penalty: 2761.898926
	Iteration 16Q: 3 clusters Score -24356.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24387.433594 Penalty: 2761.898926
	Iteration 17Q: 3 clusters Score -24387.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24436.937500 Penalty: 2761.898926
	Iteration 18Q: 3 clusters Score -24436.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24495.759766 Penalty: 2761.898926
	Iteration 19Q: 3 clusters Score -24495.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24535.052734 Penalty: 2761.898926
	Iteration 20F: 3 clusters Score -24535.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24605.718750 Penalty: 2761.898926
	Iteration 21Q: 3 clusters Score -24605.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24722.416016 Penalty: 2761.898926
	Iteration 22Q: 3 clusters Score -24722.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24977.011719 Penalty: 2761.898926
	Iteration 23Q: 3 clusters Score -24977.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25090.669922 Penalty: 2761.898926
	Iteration 24Q: 3 clusters Score -25090.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25090.669922 Penalty: 2761.898926
	Iteration 25F: 3 clusters Score -25090.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108600 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 136 members 
Entering Unmasked Estep 
Score: -126440192.000000 Penalty: 78551.085938
Splitting cluster 20 changes total score from -126441336.000000 to -126440192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -130136.390625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -130136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128127.929688 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -128127.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128821.320312 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -128821.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129319.226562 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -129319.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129720.757812 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -129720.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130102.929688 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -130102.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130349.093750 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -130349.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130679.546875 Penalty: 3487.305420
	Iteration 6F: 3 clusters Score -130679.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131344.546875 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -131344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131391.250000 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -131391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131404.765625 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -131404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131417.937500 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -131417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131424.062500 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -131424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131426.234375 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -131426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131426.828125 Penalty: 3487.305420
	Iteration 13Q: 3 clusters Score -131426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131427.687500 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -131427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131427.687500 Penalty: 3487.305420
	Iteration 15F: 3 clusters Score -131427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24112 members 
Mstep: Class 3 contains 69247 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 108600 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 197802 members 
Mstep: Class 10 contains 168311 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 169137 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 512 members 
Entering Unmasked Estep 
Score: -126440848.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126441336.000000 to -126440848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -43211.781250 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -43211.78 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 206 members 
Entering Unmasked Estep 
Score: -41867.500000 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41867.5 nChanged 79
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: -42181.320312 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -42181.32 nChanged 43
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: -42492.472656 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -42492.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42657.902344 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -42657.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42717.917969 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42717.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42749.488281 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42749.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42787.011719 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42787.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42808.789062 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42808.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42817.246094 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42817.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42817.246094 Penalty: 2985.222168
	Iteration 9F: 3 clusters Score -42817.25 nChanged 0
--- Evaluating fit on full set of 2870054 points ---
Entering Unmasked Estep 
Score: -373811584.000000 Penalty: 81129.859375
21->23 Clusters: Score -373811584.000000, best is -373811744.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 956684 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 45479 members 
Mstep: Class 3 contains 45183 members 
Mstep: Class 4 contains 45405 members 
Mstep: Class 5 contains 45567 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 45773 members 
Mstep: Class 8 contains 45740 members 
Mstep: Class 9 contains 45557 members 
Mstep: Class 10 contains 45679 members 
Mstep: Class 11 contains 45430 members 
Mstep: Class 12 contains 45677 members 
Mstep: Class 13 contains 45521 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 45683 members 
Mstep: Class 17 contains 45841 members 
Mstep: Class 18 contains 45874 members 
Mstep: Class 19 contains 45429 members 
Mstep: Class 20 contains 45376 members 
Mstep: Class 21 contains 45598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 305.450928 but Gain 3415.265625
Score: -121031352.000000 Penalty: 68305.296875
Iteration 0F: 21 clusters Score -1.210314e+08 nChanged 908943
Entering Unmasked Mstep 
Mstep: Class 0 contains 2631 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 49524 members 
Mstep: Class 4 contains 15863 members 
Mstep: Class 5 contains 25374 members 
Mstep: Class 6 contains 18701 members 
Mstep: Class 7 contains 69982 members 
Mstep: Class 8 contains 26570 members 
Mstep: Class 9 contains 103812 members 
Mstep: Class 10 contains 52821 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 28957 members 
Mstep: Class 13 contains 28784 members 
Mstep: Class 14 contains 188736 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 19764 members 
Mstep: Class 17 contains 54885 members 
Mstep: Class 18 contains 60592 members 
Mstep: Class 19 contains 90589 members 
Mstep: Class 21 contains 14719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124734056.000000 Penalty: 68305.296875
Iteration 1F: 21 clusters Score -1.247341e+08 nChanged 368583
Entering Unmasked Mstep 
Mstep: Class 0 contains 2606 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 5876 members 
Mstep: Class 3 contains 35571 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 29323 members 
Mstep: Class 6 contains 14973 members 
Mstep: Class 7 contains 54251 members 
Mstep: Class 8 contains 14999 members 
Mstep: Class 9 contains 127214 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 11 contains 5745 members 
Mstep: Class 12 contains 33547 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 285467 members 
Mstep: Class 15 contains 7721 members 
Mstep: Class 16 contains 13949 members 
Mstep: Class 17 contains 36767 members 
Mstep: Class 18 contains 31007 members 
Mstep: Class 19 contains 116471 members 
Mstep: Class 21 contains 9064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2726.444092 but Gain 3415.265625
Score: -125306760.000000 Penalty: 64890.031250
Iteration 2F: 20 clusters Score -1.253068e+08 nChanged 244459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2449 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 3 contains 30346 members 
Mstep: Class 4 contains 6972 members 
Mstep: Class 5 contains 39423 members 
Mstep: Class 6 contains 17985 members 
Mstep: Class 7 contains 50555 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 145160 members 
Mstep: Class 10 contains 38375 members 
Mstep: Class 11 contains 3454 members 
Mstep: Class 12 contains 39611 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 301295 members 
Mstep: Class 15 contains 3424 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 25984 members 
Mstep: Class 18 contains 19231 members 
Mstep: Class 19 contains 144389 members 
Mstep: Class 21 contains 6054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1626.458496 but Gain 3415.265625
Score: -125536104.000000 Penalty: 61474.765625
Iteration 3F: 19 clusters Score -1.255361e+08 nChanged 169339
Entering Unmasked Mstep 
Mstep: Class 0 contains 2347 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 3 contains 29167 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 21695 members 
Mstep: Class 7 contains 51339 members 
Mstep: Class 8 contains 5804 members 
Mstep: Class 9 contains 166124 members 
Mstep: Class 10 contains 30652 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 39761 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 281487 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 19527 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 176095 members 
Mstep: Class 21 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3309.848877 but Gain 3415.265625
Score: -125713120.000000 Penalty: 58059.500000
Iteration 4F: 18 clusters Score -1.257131e+08 nChanged 137827
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 3 contains 28589 members 
Mstep: Class 4 contains 6061 members 
Mstep: Class 5 contains 43205 members 
Mstep: Class 6 contains 24086 members 
Mstep: Class 7 contains 51771 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 186774 members 
Mstep: Class 10 contains 23645 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 40422 members 
Mstep: Class 13 contains 7318 members 
Mstep: Class 14 contains 258666 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 6815 members 
Mstep: Class 19 contains 203477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2977.012451 but Gain 3415.265625
Score: -125851184.000000 Penalty: 54644.234375
Iteration 5F: 17 clusters Score -1.258512e+08 nChanged 123786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1696 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 43341 members 
Mstep: Class 6 contains 24983 members 
Mstep: Class 7 contains 52125 members 
Mstep: Class 9 contains 210594 members 
Mstep: Class 10 contains 19994 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 42177 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 239761 members 
Mstep: Class 16 contains 6457 members 
Mstep: Class 17 contains 9384 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 213950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125944896.000000 Penalty: 54644.234375
Iteration 6F: 17 clusters Score -1.259449e+08 nChanged 107452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1437 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 3 contains 31140 members 
Mstep: Class 4 contains 4771 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 24326 members 
Mstep: Class 7 contains 51706 members 
Mstep: Class 9 contains 237119 members 
Mstep: Class 10 contains 19721 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 43964 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 230289 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 201972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126031728.000000 Penalty: 54644.234375
Iteration 7F: 17 clusters Score -1.260317e+08 nChanged 93491
Entering Unmasked Mstep 
Mstep: Class 0 contains 990 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 3 contains 33320 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 5 contains 43260 members 
Mstep: Class 6 contains 22695 members 
Mstep: Class 7 contains 51729 members 
Mstep: Class 9 contains 252468 members 
Mstep: Class 10 contains 21455 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 12 contains 44527 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 14 contains 223751 members 
Mstep: Class 16 contains 5058 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 192096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126119016.000000 Penalty: 54644.234375
Iteration 8F: 17 clusters Score -1.26119e+08 nChanged 73967
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 3 contains 35499 members 
Mstep: Class 4 contains 3744 members 
Mstep: Class 5 contains 43698 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 52108 members 
Mstep: Class 9 contains 251775 members 
Mstep: Class 10 contains 24011 members 
Mstep: Class 11 contains 6207 members 
Mstep: Class 12 contains 44235 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 222729 members 
Mstep: Class 16 contains 4723 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 189518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126168264.000000 Penalty: 54644.234375
Iteration 9F: 17 clusters Score -1.261683e+08 nChanged 54859
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 3 contains 37786 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 44225 members 
Mstep: Class 6 contains 19290 members 
Mstep: Class 7 contains 52427 members 
Mstep: Class 9 contains 244913 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 43563 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 223737 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 189588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126204824.000000 Penalty: 54644.234375
Iteration 10F: 17 clusters Score -1.262048e+08 nChanged 41974
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 3 contains 40283 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 44856 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 52637 members 
Mstep: Class 9 contains 237148 members 
Mstep: Class 10 contains 29422 members 
Mstep: Class 11 contains 9663 members 
Mstep: Class 12 contains 42731 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 224788 members 
Mstep: Class 16 contains 3937 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 189987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126228112.000000 Penalty: 54644.234375
Iteration 11Q: 17 clusters Score -1.262281e+08 nChanged 32412
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 3 contains 42816 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 45549 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 52819 members 
Mstep: Class 9 contains 229556 members 
Mstep: Class 10 contains 31701 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 41716 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 225806 members 
Mstep: Class 16 contains 3423 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 18 contains 1369 members 
Mstep: Class 19 contains 190420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126243480.000000 Penalty: 54644.234375
Iteration 12Q: 17 clusters Score -1.262435e+08 nChanged 25954
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 3 contains 45240 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 46251 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 52969 members 
Mstep: Class 9 contains 223022 members 
Mstep: Class 10 contains 33729 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 40526 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 226485 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 190661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126254024.000000 Penalty: 54644.234375
Iteration 13Q: 17 clusters Score -1.26254e+08 nChanged 21504
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 3 contains 47525 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 46968 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 53122 members 
Mstep: Class 9 contains 217837 members 
Mstep: Class 10 contains 35390 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 39356 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 226524 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 190631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126263240.000000 Penalty: 54644.234375
Iteration 14Q: 17 clusters Score -1.262632e+08 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 3 contains 49606 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 47626 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 53250 members 
Mstep: Class 9 contains 213632 members 
Mstep: Class 10 contains 36690 members 
Mstep: Class 11 contains 15302 members 
Mstep: Class 12 contains 38232 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 226166 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 190597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126269248.000000 Penalty: 54644.234375
Iteration 15Q: 17 clusters Score -1.262692e+08 nChanged 16752
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 3 contains 51543 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 48236 members 
Mstep: Class 6 contains 14860 members 
Mstep: Class 7 contains 53406 members 
Mstep: Class 9 contains 210002 members 
Mstep: Class 10 contains 37719 members 
Mstep: Class 11 contains 16384 members 
Mstep: Class 12 contains 37197 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 225700 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 2458 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 190538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126275464.000000 Penalty: 54644.234375
Iteration 16Q: 17 clusters Score -1.262755e+08 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 3 contains 53341 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 48802 members 
Mstep: Class 6 contains 14633 members 
Mstep: Class 7 contains 53560 members 
Mstep: Class 9 contains 207104 members 
Mstep: Class 10 contains 38516 members 
Mstep: Class 11 contains 17416 members 
Mstep: Class 12 contains 36181 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 224945 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 190351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126280888.000000 Penalty: 54644.234375
Iteration 17Q: 17 clusters Score -1.262809e+08 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 3 contains 55013 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 14546 members 
Mstep: Class 7 contains 53679 members 
Mstep: Class 9 contains 204663 members 
Mstep: Class 10 contains 39131 members 
Mstep: Class 11 contains 18376 members 
Mstep: Class 12 contains 35248 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 224027 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 190134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126285072.000000 Penalty: 54644.234375
Iteration 18Q: 17 clusters Score -1.262851e+08 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 3 contains 56634 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 49837 members 
Mstep: Class 6 contains 14568 members 
Mstep: Class 7 contains 53721 members 
Mstep: Class 9 contains 202544 members 
Mstep: Class 10 contains 39632 members 
Mstep: Class 11 contains 19163 members 
Mstep: Class 12 contains 34451 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 222991 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 189973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126289016.000000 Penalty: 54644.234375
Iteration 19Q: 17 clusters Score -1.26289e+08 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 3 contains 58213 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 50288 members 
Mstep: Class 6 contains 14726 members 
Mstep: Class 7 contains 53864 members 
Mstep: Class 9 contains 200843 members 
Mstep: Class 10 contains 39960 members 
Mstep: Class 11 contains 19777 members 
Mstep: Class 12 contains 33687 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 221934 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 189713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126296752.000000 Penalty: 54644.234375
Iteration 20F: 17 clusters Score -1.262968e+08 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 3 contains 59593 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 50679 members 
Mstep: Class 6 contains 15080 members 
Mstep: Class 7 contains 53999 members 
Mstep: Class 9 contains 199418 members 
Mstep: Class 10 contains 40202 members 
Mstep: Class 11 contains 21200 members 
Mstep: Class 12 contains 32083 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 220819 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 18 contains 1359 members 
Mstep: Class 19 contains 189428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126306776.000000 Penalty: 54644.234375
Iteration 21Q: 17 clusters Score -1.263068e+08 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 3 contains 60708 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 51088 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 54238 members 
Mstep: Class 9 contains 198132 members 
Mstep: Class 10 contains 40314 members 
Mstep: Class 11 contains 22872 members 
Mstep: Class 12 contains 30050 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 219617 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 189289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126313536.000000 Penalty: 54644.234375
Iteration 22Q: 17 clusters Score -1.263135e+08 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 3 contains 61638 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 51497 members 
Mstep: Class 6 contains 16867 members 
Mstep: Class 7 contains 54480 members 
Mstep: Class 9 contains 197001 members 
Mstep: Class 10 contains 40313 members 
Mstep: Class 11 contains 24790 members 
Mstep: Class 12 contains 27544 members 
Mstep: Class 13 contains 6807 members 
Mstep: Class 14 contains 218461 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 189169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126318456.000000 Penalty: 54644.234375
Iteration 23Q: 17 clusters Score -1.263185e+08 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 3 contains 62597 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 51954 members 
Mstep: Class 6 contains 17882 members 
Mstep: Class 7 contains 54800 members 
Mstep: Class 9 contains 195904 members 
Mstep: Class 10 contains 40285 members 
Mstep: Class 11 contains 26647 members 
Mstep: Class 12 contains 25177 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 217206 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 189094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126324216.000000 Penalty: 54644.234375
Iteration 24Q: 17 clusters Score -1.263242e+08 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 3 contains 63594 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 52342 members 
Mstep: Class 6 contains 18606 members 
Mstep: Class 7 contains 55232 members 
Mstep: Class 9 contains 194867 members 
Mstep: Class 10 contains 40240 members 
Mstep: Class 11 contains 28462 members 
Mstep: Class 12 contains 23140 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 216040 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 188860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126327816.000000 Penalty: 54644.234375
Iteration 25Q: 17 clusters Score -1.263278e+08 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 3 contains 64630 members 
Mstep: Class 4 contains 2816 members 
Mstep: Class 5 contains 52705 members 
Mstep: Class 6 contains 19135 members 
Mstep: Class 7 contains 55603 members 
Mstep: Class 9 contains 193866 members 
Mstep: Class 10 contains 40167 members 
Mstep: Class 11 contains 29959 members 
Mstep: Class 12 contains 21532 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 215002 members 
Mstep: Class 16 contains 2136 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 188539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126331104.000000 Penalty: 54644.234375
Iteration 26Q: 17 clusters Score -1.263311e+08 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 3 contains 65608 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 53064 members 
Mstep: Class 6 contains 19542 members 
Mstep: Class 7 contains 55907 members 
Mstep: Class 9 contains 192982 members 
Mstep: Class 10 contains 40128 members 
Mstep: Class 11 contains 31263 members 
Mstep: Class 12 contains 20258 members 
Mstep: Class 13 contains 7526 members 
Mstep: Class 14 contains 214066 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 188112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333368.000000 Penalty: 54644.234375
Iteration 27Q: 17 clusters Score -1.263334e+08 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 3 contains 66617 members 
Mstep: Class 4 contains 2824 members 
Mstep: Class 5 contains 53392 members 
Mstep: Class 6 contains 19890 members 
Mstep: Class 7 contains 56216 members 
Mstep: Class 9 contains 192187 members 
Mstep: Class 10 contains 40094 members 
Mstep: Class 11 contains 32215 members 
Mstep: Class 12 contains 19325 members 
Mstep: Class 13 contains 7699 members 
Mstep: Class 14 contains 213090 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 187719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126334792.000000 Penalty: 54644.234375
Iteration 28Q: 17 clusters Score -1.263348e+08 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 3 contains 67553 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 53710 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 56525 members 
Mstep: Class 9 contains 191419 members 
Mstep: Class 10 contains 40092 members 
Mstep: Class 11 contains 33025 members 
Mstep: Class 12 contains 18579 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 212234 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 187228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126336552.000000 Penalty: 54644.234375
Iteration 29Q: 17 clusters Score -1.263366e+08 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 3 contains 68494 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 54009 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 56845 members 
Mstep: Class 9 contains 190582 members 
Mstep: Class 10 contains 40071 members 
Mstep: Class 11 contains 33635 members 
Mstep: Class 12 contains 18015 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 211490 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 186830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126338272.000000 Penalty: 54644.234375
Iteration 30Q: 17 clusters Score -1.263383e+08 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 3 contains 69374 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 54308 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 57101 members 
Mstep: Class 9 contains 189860 members 
Mstep: Class 10 contains 40048 members 
Mstep: Class 11 contains 34029 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 13 contains 8206 members 
Mstep: Class 14 contains 210726 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 186483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126340304.000000 Penalty: 54644.234375
Iteration 31Q: 17 clusters Score -1.263403e+08 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 3 contains 70159 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 54598 members 
Mstep: Class 6 contains 20922 members 
Mstep: Class 7 contains 57448 members 
Mstep: Class 9 contains 189206 members 
Mstep: Class 10 contains 40024 members 
Mstep: Class 11 contains 34343 members 
Mstep: Class 12 contains 17289 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 209980 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 186201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126341016.000000 Penalty: 54644.234375
Iteration 32Q: 17 clusters Score -1.26341e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 3 contains 70850 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 54865 members 
Mstep: Class 6 contains 21131 members 
Mstep: Class 7 contains 57876 members 
Mstep: Class 9 contains 188691 members 
Mstep: Class 10 contains 39985 members 
Mstep: Class 11 contains 34593 members 
Mstep: Class 12 contains 17039 members 
Mstep: Class 13 contains 8447 members 
Mstep: Class 14 contains 209205 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 185943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126341960.000000 Penalty: 54644.234375
Iteration 33Q: 17 clusters Score -1.26342e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 3 contains 71509 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 55125 members 
Mstep: Class 6 contains 21310 members 
Mstep: Class 7 contains 58328 members 
Mstep: Class 9 contains 188182 members 
Mstep: Class 10 contains 39946 members 
Mstep: Class 11 contains 34798 members 
Mstep: Class 12 contains 16844 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 14 contains 208539 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 185621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126343056.000000 Penalty: 54644.234375
Iteration 34Q: 17 clusters Score -1.263431e+08 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 3 contains 72058 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 21461 members 
Mstep: Class 7 contains 58704 members 
Mstep: Class 9 contains 187703 members 
Mstep: Class 10 contains 39925 members 
Mstep: Class 11 contains 34953 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 13 contains 8701 members 
Mstep: Class 14 contains 207982 members 
Mstep: Class 16 contains 2083 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 185369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126343544.000000 Penalty: 54644.234375
Iteration 35Q: 17 clusters Score -1.263435e+08 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 3 contains 72553 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 55609 members 
Mstep: Class 6 contains 21622 members 
Mstep: Class 7 contains 59076 members 
Mstep: Class 9 contains 187261 members 
Mstep: Class 10 contains 39935 members 
Mstep: Class 11 contains 35072 members 
Mstep: Class 12 contains 16514 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 207368 members 
Mstep: Class 16 contains 2083 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 185168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126344224.000000 Penalty: 54644.234375
Iteration 36Q: 17 clusters Score -1.263442e+08 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 3 contains 72969 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 55830 members 
Mstep: Class 6 contains 21795 members 
Mstep: Class 7 contains 59464 members 
Mstep: Class 9 contains 186848 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 35155 members 
Mstep: Class 12 contains 16374 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 206796 members 
Mstep: Class 16 contains 2083 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126345192.000000 Penalty: 54644.234375
Iteration 37Q: 17 clusters Score -1.263452e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 3 contains 73355 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 56052 members 
Mstep: Class 6 contains 21980 members 
Mstep: Class 7 contains 59886 members 
Mstep: Class 9 contains 186501 members 
Mstep: Class 10 contains 39977 members 
Mstep: Class 11 contains 35235 members 
Mstep: Class 12 contains 16229 members 
Mstep: Class 13 contains 9089 members 
Mstep: Class 14 contains 206184 members 
Mstep: Class 16 contains 2082 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126345472.000000 Penalty: 54644.234375
Iteration 38Q: 17 clusters Score -1.263455e+08 nChanged 4843
Entering ConstructFrom: 
Score: -126345472.000000 Penalty: 54644.234375
Entering ConstructFrom: 
Trying to split cluster 1 (58764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Entering Unmasked Estep 
Score: -7908947.500000 Penalty: 2723.358643
	Iteration 0F: 2 clusters Score -7908948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -7869407.500000 Penalty: 5446.717285
	Iteration 0F: 3 clusters Score -7869408 nChanged 27314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -7884917.500000 Penalty: 5446.717285
	Iteration 1F: 3 clusters Score -7884918 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -7887302.000000 Penalty: 5446.717285
	Iteration 2Q: 3 clusters Score -7887302 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -7891840.000000 Penalty: 5446.717285
	Iteration 3F: 3 clusters Score -7891840 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -7896255.500000 Penalty: 5446.717285
	Iteration 4F: 3 clusters Score -7896256 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -7901324.500000 Penalty: 5446.717285
	Iteration 5F: 3 clusters Score -7901324 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -7907183.500000 Penalty: 5446.717285
	Iteration 6F: 3 clusters Score -7907184 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7912255.500000 Penalty: 5446.717285
	Iteration 7F: 3 clusters Score -7912256 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7915271.000000 Penalty: 5446.717285
	Iteration 8Q: 3 clusters Score -7915271 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7916834.500000 Penalty: 5446.717285
	Iteration 9Q: 3 clusters Score -7916834 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7917308.000000 Penalty: 5446.717285
	Iteration 10Q: 3 clusters Score -7917308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7917416.000000 Penalty: 5446.717285
	Iteration 11Q: 3 clusters Score -7917416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7917434.500000 Penalty: 5446.717285
	Iteration 12Q: 3 clusters Score -7917434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7917448.000000 Penalty: 5446.717285
	Iteration 13Q: 3 clusters Score -7917448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7917452.500000 Penalty: 5446.717285
	Iteration 14Q: 3 clusters Score -7917452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7917463.000000 Penalty: 5446.717285
	Iteration 15Q: 3 clusters Score -7917463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7917454.500000 Penalty: 5446.717285
	Iteration 16Q: 3 clusters Score -7917454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7917454.000000 Penalty: 5446.717285
	Iteration 17Q: 3 clusters Score -7917454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7917454.000000 Penalty: 5446.717285
	Iteration 18F: 3 clusters Score -7917454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 9 contains 186083 members 
Mstep: Class 10 contains 39980 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 16082 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184559 members 
Entering Unmasked Estep 
Score: -126353048.000000 Penalty: 58059.500000
Splitting cluster 1 changes total score from -126345472.000000 to -126353048.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (73735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Entering Unmasked Estep 
Score: -10036940.000000 Penalty: 2779.641846
	Iteration 0F: 2 clusters Score -1.003694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -9987577.000000 Penalty: 5559.283691
	Iteration 0F: 3 clusters Score -9987577 nChanged 34439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -10007275.000000 Penalty: 5559.283691
	Iteration 1F: 3 clusters Score -1.000728e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -10008055.000000 Penalty: 5559.283691
	Iteration 2Q: 3 clusters Score -1.000806e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -10008950.000000 Penalty: 5559.283691
	Iteration 3Q: 3 clusters Score -1.000895e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -10010118.000000 Penalty: 5559.283691
	Iteration 4Q: 3 clusters Score -1.001012e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -10011690.000000 Penalty: 5559.283691
	Iteration 5Q: 3 clusters Score -1.001169e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -10013874.000000 Penalty: 5559.283691
	Iteration 6F: 3 clusters Score -1.001387e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -10017213.000000 Penalty: 5559.283691
	Iteration 7F: 3 clusters Score -1.001721e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -10021403.000000 Penalty: 5559.283691
	Iteration 8F: 3 clusters Score -1.00214e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -10025382.000000 Penalty: 5559.283691
	Iteration 9F: 3 clusters Score -1.002538e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -10027834.000000 Penalty: 5559.283691
	Iteration 10F: 3 clusters Score -1.002783e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -10028814.000000 Penalty: 5559.283691
	Iteration 11Q: 3 clusters Score -1.002881e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -10029299.000000 Penalty: 5559.283691
	Iteration 12Q: 3 clusters Score -1.00293e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -10029661.000000 Penalty: 5559.283691
	Iteration 13Q: 3 clusters Score -1.002966e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -10029943.000000 Penalty: 5559.283691
	Iteration 14Q: 3 clusters Score -1.002994e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -10030212.000000 Penalty: 5559.283691
	Iteration 15Q: 3 clusters Score -1.003021e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -10030552.000000 Penalty: 5559.283691
	Iteration 16Q: 3 clusters Score -1.003055e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -10030815.000000 Penalty: 5559.283691
	Iteration 17Q: 3 clusters Score -1.003082e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -10031079.000000 Penalty: 5559.283691
	Iteration 18Q: 3 clusters Score -1.003108e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -10031401.000000 Penalty: 5559.283691
	Iteration 19Q: 3 clusters Score -1.00314e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -10031658.000000 Penalty: 5559.283691
	Iteration 20F: 3 clusters Score -1.003166e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -10031905.000000 Penalty: 5559.283691
	Iteration 21Q: 3 clusters Score -1.00319e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -10032131.000000 Penalty: 5559.283691
	Iteration 22Q: 3 clusters Score -1.003213e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -10032431.000000 Penalty: 5559.283691
	Iteration 23Q: 3 clusters Score -1.003243e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -10032634.000000 Penalty: 5559.283691
	Iteration 24Q: 3 clusters Score -1.003263e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -10032873.000000 Penalty: 5559.283691
	Iteration 25Q: 3 clusters Score -1.003287e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -10033061.000000 Penalty: 5559.283691
	Iteration 26Q: 3 clusters Score -1.003306e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -10033229.000000 Penalty: 5559.283691
	Iteration 27Q: 3 clusters Score -1.003323e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -10033361.000000 Penalty: 5559.283691
	Iteration 28Q: 3 clusters Score -1.003336e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -10033490.000000 Penalty: 5559.283691
	Iteration 29Q: 3 clusters Score -1.003349e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -10033641.000000 Penalty: 5559.283691
	Iteration 30Q: 3 clusters Score -1.003364e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -10033712.000000 Penalty: 5559.283691
	Iteration 31Q: 3 clusters Score -1.003371e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -10033815.000000 Penalty: 5559.283691
	Iteration 32Q: 3 clusters Score -1.003382e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -10033965.000000 Penalty: 5559.283691
	Iteration 33Q: 3 clusters Score -1.003396e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -10034091.000000 Penalty: 5559.283691
	Iteration 34Q: 3 clusters Score -1.003409e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -10034188.000000 Penalty: 5559.283691
	Iteration 35Q: 3 clusters Score -1.003419e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -10034291.000000 Penalty: 5559.283691
	Iteration 36Q: 3 clusters Score -1.003429e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -10034384.000000 Penalty: 5559.283691
	Iteration 37Q: 3 clusters Score -1.003438e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -10034430.000000 Penalty: 5559.283691
	Iteration 38Q: 3 clusters Score -1.003443e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -10034533.000000 Penalty: 5559.283691
	Iteration 39Q: 3 clusters Score -1.003453e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -10034587.000000 Penalty: 5559.283691
	Iteration 40F: 3 clusters Score -1.003459e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -10034614.000000 Penalty: 5559.283691
	Iteration 41Q: 3 clusters Score -1.003461e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -10034674.000000 Penalty: 5559.283691
	Iteration 42Q: 3 clusters Score -1.003467e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -10034720.000000 Penalty: 5559.283691
	Iteration 43Q: 3 clusters Score -1.003472e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10034765.000000 Penalty: 5559.283691
	Iteration 44Q: 3 clusters Score -1.003476e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10034826.000000 Penalty: 5559.283691
	Iteration 45Q: 3 clusters Score -1.003483e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -10034867.000000 Penalty: 5559.283691
	Iteration 46Q: 3 clusters Score -1.003487e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -10034873.000000 Penalty: 5559.283691
	Iteration 47Q: 3 clusters Score -1.003487e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -10034868.000000 Penalty: 5559.283691
	Iteration 48Q: 3 clusters Score -1.003487e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -10034909.000000 Penalty: 5559.283691
	Iteration 49Q: 3 clusters Score -1.003491e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10034929.000000 Penalty: 5559.283691
	Iteration 50Q: 3 clusters Score -1.003493e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -10034938.000000 Penalty: 5559.283691
	Iteration 51Q: 3 clusters Score -1.003494e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -10034954.000000 Penalty: 5559.283691
	Iteration 52Q: 3 clusters Score -1.003495e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -10034957.000000 Penalty: 5559.283691
	Iteration 53Q: 3 clusters Score -1.003496e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -10034960.000000 Penalty: 5559.283691
	Iteration 54Q: 3 clusters Score -1.003496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -10034956.000000 Penalty: 5559.283691
	Iteration 55Q: 3 clusters Score -1.003496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -10034965.000000 Penalty: 5559.283691
	Iteration 56Q: 3 clusters Score -1.003496e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -10034968.000000 Penalty: 5559.283691
	Iteration 57Q: 3 clusters Score -1.003497e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -10034984.000000 Penalty: 5559.283691
	Iteration 58Q: 3 clusters Score -1.003498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -10034990.000000 Penalty: 5559.283691
	Iteration 59Q: 3 clusters Score -1.003499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -10034998.000000 Penalty: 5559.283691
	Iteration 60F: 3 clusters Score -1.0035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10035004.000000 Penalty: 5559.283691
	Iteration 61Q: 3 clusters Score -1.0035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -10035014.000000 Penalty: 5559.283691
	Iteration 62Q: 3 clusters Score -1.003501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -10035010.000000 Penalty: 5559.283691
	Iteration 63Q: 3 clusters Score -1.003501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -10034997.000000 Penalty: 5559.283691
	Iteration 64Q: 3 clusters Score -1.0035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10034999.000000 Penalty: 5559.283691
	Iteration 65Q: 3 clusters Score -1.0035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10034994.000000 Penalty: 5559.283691
	Iteration 66Q: 3 clusters Score -1.003499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -10034997.000000 Penalty: 5559.283691
	Iteration 67Q: 3 clusters Score -1.0035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -10035003.000000 Penalty: 5559.283691
	Iteration 68Q: 3 clusters Score -1.0035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10035028.000000 Penalty: 5559.283691
	Iteration 69Q: 3 clusters Score -1.003503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -10035034.000000 Penalty: 5559.283691
	Iteration 70Q: 3 clusters Score -1.003503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -10035031.000000 Penalty: 5559.283691
	Iteration 71Q: 3 clusters Score -1.003503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -10035038.000000 Penalty: 5559.283691
	Iteration 72Q: 3 clusters Score -1.003504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -10035036.000000 Penalty: 5559.283691
	Iteration 73Q: 3 clusters Score -1.003504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -10035029.000000 Penalty: 5559.283691
	Iteration 74Q: 3 clusters Score -1.003503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -10035024.000000 Penalty: 5559.283691
	Iteration 75Q: 3 clusters Score -1.003502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10035035.000000 Penalty: 5559.283691
	Iteration 76Q: 3 clusters Score -1.003504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -10035035.000000 Penalty: 5559.283691
	Iteration 77Q: 3 clusters Score -1.003504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10035041.000000 Penalty: 5559.283691
	Iteration 78Q: 3 clusters Score -1.003504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -10035044.000000 Penalty: 5559.283691
	Iteration 79Q: 3 clusters Score -1.003504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -10035039.000000 Penalty: 5559.283691
	Iteration 80F: 3 clusters Score -1.003504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -10035038.000000 Penalty: 5559.283691
	Iteration 81Q: 3 clusters Score -1.003504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -10035032.000000 Penalty: 5559.283691
	Iteration 82Q: 3 clusters Score -1.003503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -10035039.000000 Penalty: 5559.283691
	Iteration 83Q: 3 clusters Score -1.003504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -10035046.000000 Penalty: 5559.283691
	Iteration 84Q: 3 clusters Score -1.003505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -10035047.000000 Penalty: 5559.283691
	Iteration 85Q: 3 clusters Score -1.003505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -10035041.000000 Penalty: 5559.283691
	Iteration 86Q: 3 clusters Score -1.003504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -10035044.000000 Penalty: 5559.283691
	Iteration 87Q: 3 clusters Score -1.003504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10035044.000000 Penalty: 5559.283691
	Iteration 88Q: 3 clusters Score -1.003504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -10035049.000000 Penalty: 5559.283691
	Iteration 89Q: 3 clusters Score -1.003505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -10035046.000000 Penalty: 5559.283691
	Iteration 90Q: 3 clusters Score -1.003505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10035039.000000 Penalty: 5559.283691
	Iteration 91Q: 3 clusters Score -1.003504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10035032.000000 Penalty: 5559.283691
	Iteration 92Q: 3 clusters Score -1.003503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -10035031.000000 Penalty: 5559.283691
	Iteration 93Q: 3 clusters Score -1.003503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -10035042.000000 Penalty: 5559.283691
	Iteration 94Q: 3 clusters Score -1.003504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -10035043.000000 Penalty: 5559.283691
	Iteration 95Q: 3 clusters Score -1.003504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -10035040.000000 Penalty: 5559.283691
	Iteration 96Q: 3 clusters Score -1.003504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -10035038.000000 Penalty: 5559.283691
	Iteration 97Q: 3 clusters Score -1.003504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -10035040.000000 Penalty: 5559.283691
	Iteration 98Q: 3 clusters Score -1.003504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -10035044.000000 Penalty: 5559.283691
	Iteration 99Q: 3 clusters Score -1.003504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10035049.000000 Penalty: 5559.283691
	Iteration 100F: 3 clusters Score -1.003505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10035047.000000 Penalty: 5559.283691
	Iteration 101Q: 3 clusters Score -1.003505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10035047.000000 Penalty: 5559.283691
	Iteration 102F: 3 clusters Score -1.003505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -383036.312500 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -383036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -379905.687500 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -379905.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -380508.500000 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -380508.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -380658.281250 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -380658.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -380733.062500 Penalty: 3933.739014
	Iteration 3Q: 3 clusters Score -380733.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380783.937500 Penalty: 3933.739014
	Iteration 4Q: 3 clusters Score -380783.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -380820.656250 Penalty: 3933.739014
	Iteration 5Q: 3 clusters Score -380820.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -380850.187500 Penalty: 3933.739014
	Iteration 6Q: 3 clusters Score -380850.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -380873.187500 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -380873.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -380890.312500 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -380890.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380902.968750 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -380903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -380911.406250 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -380911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380918.000000 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -380918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -380925.125000 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -380925.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380933.875000 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -380933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380941.968750 Penalty: 3933.739014
	Iteration 14Q: 3 clusters Score -380942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -380947.625000 Penalty: 3933.739014
	Iteration 15Q: 3 clusters Score -380947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -380952.468750 Penalty: 3933.739014
	Iteration 16Q: 3 clusters Score -380952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -380958.093750 Penalty: 3933.739014
	Iteration 17Q: 3 clusters Score -380958.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -380961.375000 Penalty: 3933.739014
	Iteration 18Q: 3 clusters Score -380961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -380966.468750 Penalty: 3933.739014
	Iteration 19Q: 3 clusters Score -380966.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -380972.343750 Penalty: 3933.739014
	Iteration 20F: 3 clusters Score -380972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380975.843750 Penalty: 3933.739014
	Iteration 21Q: 3 clusters Score -380975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -380978.156250 Penalty: 3933.739014
	Iteration 22Q: 3 clusters Score -380978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -380978.437500 Penalty: 3933.739014
	Iteration 23Q: 3 clusters Score -380978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380980.531250 Penalty: 3933.739014
	Iteration 24Q: 3 clusters Score -380980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -380983.500000 Penalty: 3933.739014
	Iteration 25Q: 3 clusters Score -380983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -380984.687500 Penalty: 3933.739014
	Iteration 26Q: 3 clusters Score -380984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -380986.375000 Penalty: 3933.739014
	Iteration 27Q: 3 clusters Score -380986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -380987.968750 Penalty: 3933.739014
	Iteration 28Q: 3 clusters Score -380988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -380989.218750 Penalty: 3933.739014
	Iteration 29Q: 3 clusters Score -380989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -380990.656250 Penalty: 3933.739014
	Iteration 30Q: 3 clusters Score -380990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -380990.656250 Penalty: 3933.739014
	Iteration 31F: 3 clusters Score -380990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Entering Unmasked Estep 
Score: -7342967.000000 Penalty: 2712.656250
	Iteration 0F: 2 clusters Score -7342967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7305157.500000 Penalty: 5425.312500
	Iteration 0F: 3 clusters Score -7305158 nChanged 26107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -7319750.500000 Penalty: 5425.312500
	Iteration 1F: 3 clusters Score -7319750 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -7320615.500000 Penalty: 5425.312500
	Iteration 2Q: 3 clusters Score -7320616 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -7322008.000000 Penalty: 5425.312500
	Iteration 3Q: 3 clusters Score -7322008 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -7323946.000000 Penalty: 5425.312500
	Iteration 4F: 3 clusters Score -7323946 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7326192.000000 Penalty: 5425.312500
	Iteration 5F: 3 clusters Score -7326192 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7328634.500000 Penalty: 5425.312500
	Iteration 6F: 3 clusters Score -7328634 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -7331260.000000 Penalty: 5425.312500
	Iteration 7F: 3 clusters Score -7331260 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -7334058.500000 Penalty: 5425.312500
	Iteration 8F: 3 clusters Score -7334058 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -7336511.500000 Penalty: 5425.312500
	Iteration 9F: 3 clusters Score -7336512 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7338311.000000 Penalty: 5425.312500
	Iteration 10Q: 3 clusters Score -7338311 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -7339408.000000 Penalty: 5425.312500
	Iteration 11Q: 3 clusters Score -7339408 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -7340027.000000 Penalty: 5425.312500
	Iteration 12Q: 3 clusters Score -7340027 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -7340293.000000 Penalty: 5425.312500
	Iteration 13Q: 3 clusters Score -7340293 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -7340429.000000 Penalty: 5425.312500
	Iteration 14Q: 3 clusters Score -7340429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -7340510.500000 Penalty: 5425.312500
	Iteration 15Q: 3 clusters Score -7340510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7340536.500000 Penalty: 5425.312500
	Iteration 16Q: 3 clusters Score -7340536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -7340568.500000 Penalty: 5425.312500
	Iteration 17Q: 3 clusters Score -7340568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7340586.500000 Penalty: 5425.312500
	Iteration 18Q: 3 clusters Score -7340586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -7340592.500000 Penalty: 5425.312500
	Iteration 19Q: 3 clusters Score -7340592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -7340600.000000 Penalty: 5425.312500
	Iteration 20F: 3 clusters Score -7340600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -7340610.500000 Penalty: 5425.312500
	Iteration 21Q: 3 clusters Score -7340610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -7340618.500000 Penalty: 5425.312500
	Iteration 22Q: 3 clusters Score -7340618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -7340629.000000 Penalty: 5425.312500
	Iteration 23Q: 3 clusters Score -7340629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -7340631.000000 Penalty: 5425.312500
	Iteration 24Q: 3 clusters Score -7340631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -7340630.500000 Penalty: 5425.312500
	Iteration 25Q: 3 clusters Score -7340630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7340636.500000 Penalty: 5425.312500
	Iteration 26Q: 3 clusters Score -7340636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -7340640.000000 Penalty: 5425.312500
	Iteration 27Q: 3 clusters Score -7340640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -7340647.500000 Penalty: 5425.312500
	Iteration 28Q: 3 clusters Score -7340648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -7340642.500000 Penalty: 5425.312500
	Iteration 29Q: 3 clusters Score -7340642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -7340647.000000 Penalty: 5425.312500
	Iteration 30Q: 3 clusters Score -7340647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7340642.500000 Penalty: 5425.312500
	Iteration 31Q: 3 clusters Score -7340642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -7340644.000000 Penalty: 5425.312500
	Iteration 32Q: 3 clusters Score -7340644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -7340647.000000 Penalty: 5425.312500
	Iteration 33Q: 3 clusters Score -7340647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -7340645.500000 Penalty: 5425.312500
	Iteration 34Q: 3 clusters Score -7340646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7340649.000000 Penalty: 5425.312500
	Iteration 35Q: 3 clusters Score -7340649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7340649.000000 Penalty: 5425.312500
	Iteration 36F: 3 clusters Score -7340649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Entering Unmasked Estep 
Score: -2858377.000000 Penalty: 2481.510010
	Iteration 0F: 2 clusters Score -2858377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2842889.500000 Penalty: 4963.020020
	Iteration 0F: 3 clusters Score -2842890 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2848408.250000 Penalty: 4963.020020
	Iteration 1F: 3 clusters Score -2848408 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2849116.000000 Penalty: 4963.020020
	Iteration 2F: 3 clusters Score -2849116 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2849850.250000 Penalty: 4963.020020
	Iteration 3F: 3 clusters Score -2849850 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2850621.000000 Penalty: 4963.020020
	Iteration 4F: 3 clusters Score -2850621 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2851234.500000 Penalty: 4963.020020
	Iteration 5F: 3 clusters Score -2851234 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2851786.750000 Penalty: 4963.020020
	Iteration 6Q: 3 clusters Score -2851787 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2852233.750000 Penalty: 4963.020020
	Iteration 7Q: 3 clusters Score -2852234 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2852673.250000 Penalty: 4963.020020
	Iteration 8Q: 3 clusters Score -2852673 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2853093.750000 Penalty: 4963.020020
	Iteration 9Q: 3 clusters Score -2853094 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2853460.000000 Penalty: 4963.020020
	Iteration 10Q: 3 clusters Score -2853460 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2853831.250000 Penalty: 4963.020020
	Iteration 11Q: 3 clusters Score -2853831 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2854225.750000 Penalty: 4963.020020
	Iteration 12Q: 3 clusters Score -2854226 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2854612.750000 Penalty: 4963.020020
	Iteration 13Q: 3 clusters Score -2854613 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2855022.250000 Penalty: 4963.020020
	Iteration 14Q: 3 clusters Score -2855022 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2855422.750000 Penalty: 4963.020020
	Iteration 15Q: 3 clusters Score -2855423 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2855854.250000 Penalty: 4963.020020
	Iteration 16Q: 3 clusters Score -2855854 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2856293.500000 Penalty: 4963.020020
	Iteration 17Q: 3 clusters Score -2856294 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2856680.000000 Penalty: 4963.020020
	Iteration 18Q: 3 clusters Score -2856680 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2856997.750000 Penalty: 4963.020020
	Iteration 19Q: 3 clusters Score -2856998 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2857276.500000 Penalty: 4963.020020
	Iteration 20F: 3 clusters Score -2857276 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2857488.250000 Penalty: 4963.020020
	Iteration 21Q: 3 clusters Score -2857488 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2857586.250000 Penalty: 4963.020020
	Iteration 22Q: 3 clusters Score -2857586 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2857647.000000 Penalty: 4963.020020
	Iteration 23Q: 3 clusters Score -2857647 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2857699.750000 Penalty: 4963.020020
	Iteration 24Q: 3 clusters Score -2857700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2857714.000000 Penalty: 4963.020020
	Iteration 25Q: 3 clusters Score -2857714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2857724.750000 Penalty: 4963.020020
	Iteration 26Q: 3 clusters Score -2857725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2857740.000000 Penalty: 4963.020020
	Iteration 27Q: 3 clusters Score -2857740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2857743.250000 Penalty: 4963.020020
	Iteration 28Q: 3 clusters Score -2857743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2857750.500000 Penalty: 4963.020020
	Iteration 29Q: 3 clusters Score -2857750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2857750.000000 Penalty: 4963.020020
	Iteration 30Q: 3 clusters Score -2857750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2857752.250000 Penalty: 4963.020020
	Iteration 31Q: 3 clusters Score -2857752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2857755.250000 Penalty: 4963.020020
	Iteration 32Q: 3 clusters Score -2857755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2857758.500000 Penalty: 4963.020020
	Iteration 33Q: 3 clusters Score -2857758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2857760.250000 Penalty: 4963.020020
	Iteration 34Q: 3 clusters Score -2857760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2857757.750000 Penalty: 4963.020020
	Iteration 35Q: 3 clusters Score -2857758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2857756.250000 Penalty: 4963.020020
	Iteration 36Q: 3 clusters Score -2857756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2857760.250000 Penalty: 4963.020020
	Iteration 37Q: 3 clusters Score -2857760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2857764.250000 Penalty: 4963.020020
	Iteration 38Q: 3 clusters Score -2857764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2857767.500000 Penalty: 4963.020020
	Iteration 39Q: 3 clusters Score -2857768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2857767.000000 Penalty: 4963.020020
	Iteration 40F: 3 clusters Score -2857767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2857766.250000 Penalty: 4963.020020
	Iteration 41Q: 3 clusters Score -2857766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2857763.000000 Penalty: 4963.020020
	Iteration 42Q: 3 clusters Score -2857763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2857756.500000 Penalty: 4963.020020
	Iteration 43Q: 3 clusters Score -2857756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2857755.000000 Penalty: 4963.020020
	Iteration 44Q: 3 clusters Score -2857755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2857754.000000 Penalty: 4963.020020
	Iteration 45Q: 3 clusters Score -2857754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2857754.000000 Penalty: 4963.020020
	Iteration 46F: 3 clusters Score -2857754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Entering Unmasked Estep 
Score: -8162360.000000 Penalty: 2729.790527
	Iteration 0F: 2 clusters Score -8162360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -8121927.500000 Penalty: 5459.581055
	Iteration 0F: 3 clusters Score -8121928 nChanged 27938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -8137545.500000 Penalty: 5459.581055
	Iteration 1F: 3 clusters Score -8137546 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -8138175.500000 Penalty: 5459.581055
	Iteration 2Q: 3 clusters Score -8138176 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -8138932.500000 Penalty: 5459.581055
	Iteration 3Q: 3 clusters Score -8138932 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -8139770.500000 Penalty: 5459.581055
	Iteration 4Q: 3 clusters Score -8139770 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -8140940.000000 Penalty: 5459.581055
	Iteration 5Q: 3 clusters Score -8140940 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -8142605.500000 Penalty: 5459.581055
	Iteration 6F: 3 clusters Score -8142606 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -8145309.500000 Penalty: 5459.581055
	Iteration 7F: 3 clusters Score -8145310 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8148762.000000 Penalty: 5459.581055
	Iteration 8F: 3 clusters Score -8148762 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8152997.000000 Penalty: 5459.581055
	Iteration 9F: 3 clusters Score -8152997 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8156665.000000 Penalty: 5459.581055
	Iteration 10F: 3 clusters Score -8156665 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8158265.000000 Penalty: 5459.581055
	Iteration 11Q: 3 clusters Score -8158265 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8158735.000000 Penalty: 5459.581055
	Iteration 12Q: 3 clusters Score -8158735 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8158941.000000 Penalty: 5459.581055
	Iteration 13Q: 3 clusters Score -8158941 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8159083.000000 Penalty: 5459.581055
	Iteration 14Q: 3 clusters Score -8159083 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -8159159.000000 Penalty: 5459.581055
	Iteration 15Q: 3 clusters Score -8159159 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8159227.500000 Penalty: 5459.581055
	Iteration 16Q: 3 clusters Score -8159228 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -8159262.500000 Penalty: 5459.581055
	Iteration 17Q: 3 clusters Score -8159262 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -8159334.500000 Penalty: 5459.581055
	Iteration 18Q: 3 clusters Score -8159334 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -8159443.000000 Penalty: 5459.581055
	Iteration 19Q: 3 clusters Score -8159443 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -8159508.500000 Penalty: 5459.581055
	Iteration 20F: 3 clusters Score -8159508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -8159531.500000 Penalty: 5459.581055
	Iteration 21Q: 3 clusters Score -8159532 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -8159548.000000 Penalty: 5459.581055
	Iteration 22Q: 3 clusters Score -8159548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -8159598.500000 Penalty: 5459.581055
	Iteration 23Q: 3 clusters Score -8159598 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -8159645.000000 Penalty: 5459.581055
	Iteration 24Q: 3 clusters Score -8159645 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -8159679.500000 Penalty: 5459.581055
	Iteration 25Q: 3 clusters Score -8159680 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -8159708.500000 Penalty: 5459.581055
	Iteration 26Q: 3 clusters Score -8159708 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -8159727.500000 Penalty: 5459.581055
	Iteration 27Q: 3 clusters Score -8159728 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -8159774.500000 Penalty: 5459.581055
	Iteration 28Q: 3 clusters Score -8159774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -8159800.500000 Penalty: 5459.581055
	Iteration 29Q: 3 clusters Score -8159800 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -8159796.000000 Penalty: 5459.581055
	Iteration 30Q: 3 clusters Score -8159796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -8159824.500000 Penalty: 5459.581055
	Iteration 31Q: 3 clusters Score -8159824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -8159819.500000 Penalty: 5459.581055
	Iteration 32Q: 3 clusters Score -8159820 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -8159852.000000 Penalty: 5459.581055
	Iteration 33Q: 3 clusters Score -8159852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -8159866.500000 Penalty: 5459.581055
	Iteration 34Q: 3 clusters Score -8159866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -8159888.500000 Penalty: 5459.581055
	Iteration 35Q: 3 clusters Score -8159888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -8159903.000000 Penalty: 5459.581055
	Iteration 36Q: 3 clusters Score -8159903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -8159905.500000 Penalty: 5459.581055
	Iteration 37Q: 3 clusters Score -8159906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -8159907.500000 Penalty: 5459.581055
	Iteration 38Q: 3 clusters Score -8159908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -8159920.500000 Penalty: 5459.581055
	Iteration 39Q: 3 clusters Score -8159920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -8159952.000000 Penalty: 5459.581055
	Iteration 40F: 3 clusters Score -8159952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -8159975.500000 Penalty: 5459.581055
	Iteration 41Q: 3 clusters Score -8159976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -8159975.500000 Penalty: 5459.581055
	Iteration 42Q: 3 clusters Score -8159976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -8159991.500000 Penalty: 5459.581055
	Iteration 43Q: 3 clusters Score -8159992 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -8159998.000000 Penalty: 5459.581055
	Iteration 44Q: 3 clusters Score -8159998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -8160017.500000 Penalty: 5459.581055
	Iteration 45Q: 3 clusters Score -8160018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -8160035.500000 Penalty: 5459.581055
	Iteration 46Q: 3 clusters Score -8160036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -8160037.000000 Penalty: 5459.581055
	Iteration 47Q: 3 clusters Score -8160037 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -8160046.000000 Penalty: 5459.581055
	Iteration 48Q: 3 clusters Score -8160046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -8160078.500000 Penalty: 5459.581055
	Iteration 49Q: 3 clusters Score -8160078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -8160071.000000 Penalty: 5459.581055
	Iteration 50Q: 3 clusters Score -8160071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -8160093.500000 Penalty: 5459.581055
	Iteration 51Q: 3 clusters Score -8160094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -8160112.000000 Penalty: 5459.581055
	Iteration 52Q: 3 clusters Score -8160112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -8160096.000000 Penalty: 5459.581055
	Iteration 53Q: 3 clusters Score -8160096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -8160103.500000 Penalty: 5459.581055
	Iteration 54Q: 3 clusters Score -8160104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -8160094.500000 Penalty: 5459.581055
	Iteration 55Q: 3 clusters Score -8160094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -8160089.000000 Penalty: 5459.581055
	Iteration 56Q: 3 clusters Score -8160089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -8160082.500000 Penalty: 5459.581055
	Iteration 57Q: 3 clusters Score -8160082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -8160084.000000 Penalty: 5459.581055
	Iteration 58Q: 3 clusters Score -8160084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -8160103.500000 Penalty: 5459.581055
	Iteration 59Q: 3 clusters Score -8160104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -8160113.000000 Penalty: 5459.581055
	Iteration 60F: 3 clusters Score -8160113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -8160107.500000 Penalty: 5459.581055
	Iteration 61Q: 3 clusters Score -8160108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -8160104.000000 Penalty: 5459.581055
	Iteration 62Q: 3 clusters Score -8160104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -8160124.000000 Penalty: 5459.581055
	Iteration 63Q: 3 clusters Score -8160124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -8160118.000000 Penalty: 5459.581055
	Iteration 64Q: 3 clusters Score -8160118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -8160121.500000 Penalty: 5459.581055
	Iteration 65Q: 3 clusters Score -8160122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -8160114.500000 Penalty: 5459.581055
	Iteration 66Q: 3 clusters Score -8160114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -8160117.500000 Penalty: 5459.581055
	Iteration 67Q: 3 clusters Score -8160118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -8160126.000000 Penalty: 5459.581055
	Iteration 68Q: 3 clusters Score -8160126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -8160121.000000 Penalty: 5459.581055
	Iteration 69Q: 3 clusters Score -8160121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -8160111.000000 Penalty: 5459.581055
	Iteration 70Q: 3 clusters Score -8160111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -8160118.500000 Penalty: 5459.581055
	Iteration 71Q: 3 clusters Score -8160118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -8160102.000000 Penalty: 5459.581055
	Iteration 72Q: 3 clusters Score -8160102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -8160107.000000 Penalty: 5459.581055
	Iteration 73Q: 3 clusters Score -8160107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -8160113.000000 Penalty: 5459.581055
	Iteration 74Q: 3 clusters Score -8160113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -8160126.000000 Penalty: 5459.581055
	Iteration 75Q: 3 clusters Score -8160126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -8160140.500000 Penalty: 5459.581055
	Iteration 76Q: 3 clusters Score -8160140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -8160142.500000 Penalty: 5459.581055
	Iteration 77Q: 3 clusters Score -8160142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -8160146.500000 Penalty: 5459.581055
	Iteration 78Q: 3 clusters Score -8160146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -8160157.500000 Penalty: 5459.581055
	Iteration 79Q: 3 clusters Score -8160158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -8160142.000000 Penalty: 5459.581055
	Iteration 80F: 3 clusters Score -8160142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -8160150.500000 Penalty: 5459.581055
	Iteration 81Q: 3 clusters Score -8160150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -8160152.500000 Penalty: 5459.581055
	Iteration 82Q: 3 clusters Score -8160152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -8160152.000000 Penalty: 5459.581055
	Iteration 83Q: 3 clusters Score -8160152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -8160152.000000 Penalty: 5459.581055
	Iteration 84Q: 3 clusters Score -8160152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -8160156.000000 Penalty: 5459.581055
	Iteration 85Q: 3 clusters Score -8160156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -8160154.000000 Penalty: 5459.581055
	Iteration 86Q: 3 clusters Score -8160154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -8160153.500000 Penalty: 5459.581055
	Iteration 87Q: 3 clusters Score -8160154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -8160152.500000 Penalty: 5459.581055
	Iteration 88Q: 3 clusters Score -8160152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8160142.500000 Penalty: 5459.581055
	Iteration 89Q: 3 clusters Score -8160142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -8160144.000000 Penalty: 5459.581055
	Iteration 90Q: 3 clusters Score -8160144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -8160146.500000 Penalty: 5459.581055
	Iteration 91Q: 3 clusters Score -8160146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -8160143.000000 Penalty: 5459.581055
	Iteration 92Q: 3 clusters Score -8160143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -8160144.500000 Penalty: 5459.581055
	Iteration 93Q: 3 clusters Score -8160144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -8160145.000000 Penalty: 5459.581055
	Iteration 94Q: 3 clusters Score -8160145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -8160146.000000 Penalty: 5459.581055
	Iteration 95Q: 3 clusters Score -8160146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -8160148.000000 Penalty: 5459.581055
	Iteration 96Q: 3 clusters Score -8160148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -8160152.500000 Penalty: 5459.581055
	Iteration 97Q: 3 clusters Score -8160152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -8160150.000000 Penalty: 5459.581055
	Iteration 98Q: 3 clusters Score -8160150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -8160157.500000 Penalty: 5459.581055
	Iteration 99Q: 3 clusters Score -8160158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -8160157.500000 Penalty: 5459.581055
	Iteration 100F: 3 clusters Score -8160158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186083 members 
Entering Unmasked Estep 
Score: -25165914.000000 Penalty: 3009.219238
	Iteration 0F: 2 clusters Score -2.516591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -25047894.000000 Penalty: 6018.438477
	Iteration 0F: 3 clusters Score -2.504789e+07 nChanged 89454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -25101042.000000 Penalty: 6018.438477
	Iteration 1F: 3 clusters Score -2.510104e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -25103014.000000 Penalty: 6018.438477
	Iteration 2Q: 3 clusters Score -2.510301e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -25106266.000000 Penalty: 6018.438477
	Iteration 3Q: 3 clusters Score -2.510627e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -25111960.000000 Penalty: 6018.438477
	Iteration 4F: 3 clusters Score -2.511196e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -25120836.000000 Penalty: 6018.438477
	Iteration 5F: 3 clusters Score -2.512084e+07 nChanged 15316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -25133218.000000 Penalty: 6018.438477
	Iteration 6F: 3 clusters Score -2.513322e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -25146736.000000 Penalty: 6018.438477
	Iteration 7F: 3 clusters Score -2.514674e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -25157500.000000 Penalty: 6018.438477
	Iteration 8F: 3 clusters Score -2.51575e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -25163144.000000 Penalty: 6018.438477
	Iteration 9Q: 3 clusters Score -2.516314e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -25165452.000000 Penalty: 6018.438477
	Iteration 10Q: 3 clusters Score -2.516545e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -25166608.000000 Penalty: 6018.438477
	Iteration 11Q: 3 clusters Score -2.516661e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -25167236.000000 Penalty: 6018.438477
	Iteration 12Q: 3 clusters Score -2.516724e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 168141 members 
Entering Unmasked Estep 
Score: -25167834.000000 Penalty: 6018.438477
	Iteration 13Q: 3 clusters Score -2.516783e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 169478 members 
Entering Unmasked Estep 
Score: -25168222.000000 Penalty: 6018.438477
	Iteration 14Q: 3 clusters Score -2.516822e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -25168356.000000 Penalty: 6018.438477
	Iteration 15Q: 3 clusters Score -2.516836e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -25168438.000000 Penalty: 6018.438477
	Iteration 16Q: 3 clusters Score -2.516844e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 172746 members 
Entering Unmasked Estep 
Score: -25168700.000000 Penalty: 6018.438477
	Iteration 17Q: 3 clusters Score -2.51687e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -25168732.000000 Penalty: 6018.438477
	Iteration 18Q: 3 clusters Score -2.516873e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -25168884.000000 Penalty: 6018.438477
	Iteration 19Q: 3 clusters Score -2.516888e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -25168878.000000 Penalty: 6018.438477
	Iteration 20F: 3 clusters Score -2.516888e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -25169016.000000 Penalty: 6018.438477
	Iteration 21Q: 3 clusters Score -2.516902e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -25169134.000000 Penalty: 6018.438477
	Iteration 22Q: 3 clusters Score -2.516913e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 177079 members 
Entering Unmasked Estep 
Score: -25169192.000000 Penalty: 6018.438477
	Iteration 23Q: 3 clusters Score -2.516919e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 177518 members 
Entering Unmasked Estep 
Score: -25169190.000000 Penalty: 6018.438477
	Iteration 24Q: 3 clusters Score -2.516919e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -25169094.000000 Penalty: 6018.438477
	Iteration 25Q: 3 clusters Score -2.516909e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 178134 members 
Entering Unmasked Estep 
Score: -25169068.000000 Penalty: 6018.438477
	Iteration 26Q: 3 clusters Score -2.516907e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 178351 members 
Entering Unmasked Estep 
Score: -25169112.000000 Penalty: 6018.438477
	Iteration 27Q: 3 clusters Score -2.516911e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 178513 members 
Entering Unmasked Estep 
Score: -25169172.000000 Penalty: 6018.438477
	Iteration 28Q: 3 clusters Score -2.516917e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 178632 members 
Entering Unmasked Estep 
Score: -25169166.000000 Penalty: 6018.438477
	Iteration 29Q: 3 clusters Score -2.516917e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -25169126.000000 Penalty: 6018.438477
	Iteration 30Q: 3 clusters Score -2.516913e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 178822 members 
Entering Unmasked Estep 
Score: -25169150.000000 Penalty: 6018.438477
	Iteration 31Q: 3 clusters Score -2.516915e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -25169184.000000 Penalty: 6018.438477
	Iteration 32Q: 3 clusters Score -2.516918e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -25169230.000000 Penalty: 6018.438477
	Iteration 33Q: 3 clusters Score -2.516923e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -25169278.000000 Penalty: 6018.438477
	Iteration 34Q: 3 clusters Score -2.516928e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 178815 members 
Entering Unmasked Estep 
Score: -25169270.000000 Penalty: 6018.438477
	Iteration 35Q: 3 clusters Score -2.516927e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 178800 members 
Entering Unmasked Estep 
Score: -25169248.000000 Penalty: 6018.438477
	Iteration 36Q: 3 clusters Score -2.516925e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 178767 members 
Entering Unmasked Estep 
Score: -25169248.000000 Penalty: 6018.438477
	Iteration 37Q: 3 clusters Score -2.516925e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -25169296.000000 Penalty: 6018.438477
	Iteration 38Q: 3 clusters Score -2.51693e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 178702 members 
Entering Unmasked Estep 
Score: -25169300.000000 Penalty: 6018.438477
	Iteration 39Q: 3 clusters Score -2.51693e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 178667 members 
Entering Unmasked Estep 
Score: -25169308.000000 Penalty: 6018.438477
	Iteration 40F: 3 clusters Score -2.516931e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 178603 members 
Entering Unmasked Estep 
Score: -25169326.000000 Penalty: 6018.438477
	Iteration 41Q: 3 clusters Score -2.516933e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 178544 members 
Entering Unmasked Estep 
Score: -25169360.000000 Penalty: 6018.438477
	Iteration 42Q: 3 clusters Score -2.516936e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 178488 members 
Entering Unmasked Estep 
Score: -25169390.000000 Penalty: 6018.438477
	Iteration 43Q: 3 clusters Score -2.516939e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -25169414.000000 Penalty: 6018.438477
	Iteration 44Q: 3 clusters Score -2.516941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 178360 members 
Entering Unmasked Estep 
Score: -25169412.000000 Penalty: 6018.438477
	Iteration 45Q: 3 clusters Score -2.516941e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 178293 members 
Entering Unmasked Estep 
Score: -25169472.000000 Penalty: 6018.438477
	Iteration 46Q: 3 clusters Score -2.516947e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 178218 members 
Entering Unmasked Estep 
Score: -25169522.000000 Penalty: 6018.438477
	Iteration 47Q: 3 clusters Score -2.516952e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -25169536.000000 Penalty: 6018.438477
	Iteration 48Q: 3 clusters Score -2.516954e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 178079 members 
Entering Unmasked Estep 
Score: -25169568.000000 Penalty: 6018.438477
	Iteration 49Q: 3 clusters Score -2.516957e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 178015 members 
Entering Unmasked Estep 
Score: -25169592.000000 Penalty: 6018.438477
	Iteration 50Q: 3 clusters Score -2.516959e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 177930 members 
Entering Unmasked Estep 
Score: -25169674.000000 Penalty: 6018.438477
	Iteration 51Q: 3 clusters Score -2.516967e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 177845 members 
Entering Unmasked Estep 
Score: -25169694.000000 Penalty: 6018.438477
	Iteration 52Q: 3 clusters Score -2.516969e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 177765 members 
Entering Unmasked Estep 
Score: -25169732.000000 Penalty: 6018.438477
	Iteration 53Q: 3 clusters Score -2.516973e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 177701 members 
Entering Unmasked Estep 
Score: -25169752.000000 Penalty: 6018.438477
	Iteration 54Q: 3 clusters Score -2.516975e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 177640 members 
Entering Unmasked Estep 
Score: -25169782.000000 Penalty: 6018.438477
	Iteration 55Q: 3 clusters Score -2.516978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -25169754.000000 Penalty: 6018.438477
	Iteration 56Q: 3 clusters Score -2.516975e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 177535 members 
Entering Unmasked Estep 
Score: -25169782.000000 Penalty: 6018.438477
	Iteration 57Q: 3 clusters Score -2.516978e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -25169804.000000 Penalty: 6018.438477
	Iteration 58Q: 3 clusters Score -2.51698e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 177437 members 
Entering Unmasked Estep 
Score: -25169842.000000 Penalty: 6018.438477
	Iteration 59Q: 3 clusters Score -2.516984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 177402 members 
Entering Unmasked Estep 
Score: -25169842.000000 Penalty: 6018.438477
	Iteration 60F: 3 clusters Score -2.516984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -25169852.000000 Penalty: 6018.438477
	Iteration 61Q: 3 clusters Score -2.516985e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 177318 members 
Entering Unmasked Estep 
Score: -25169842.000000 Penalty: 6018.438477
	Iteration 62Q: 3 clusters Score -2.516984e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 177283 members 
Entering Unmasked Estep 
Score: -25169832.000000 Penalty: 6018.438477
	Iteration 63Q: 3 clusters Score -2.516983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 177247 members 
Entering Unmasked Estep 
Score: -25169814.000000 Penalty: 6018.438477
	Iteration 64Q: 3 clusters Score -2.516981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -25169836.000000 Penalty: 6018.438477
	Iteration 65Q: 3 clusters Score -2.516984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -25169830.000000 Penalty: 6018.438477
	Iteration 66Q: 3 clusters Score -2.516983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 177165 members 
Entering Unmasked Estep 
Score: -25169854.000000 Penalty: 6018.438477
	Iteration 67Q: 3 clusters Score -2.516985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 177139 members 
Entering Unmasked Estep 
Score: -25169874.000000 Penalty: 6018.438477
	Iteration 68Q: 3 clusters Score -2.516987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 177115 members 
Entering Unmasked Estep 
Score: -25169906.000000 Penalty: 6018.438477
	Iteration 69Q: 3 clusters Score -2.516991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 177094 members 
Entering Unmasked Estep 
Score: -25169934.000000 Penalty: 6018.438477
	Iteration 70Q: 3 clusters Score -2.516993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -25169922.000000 Penalty: 6018.438477
	Iteration 71Q: 3 clusters Score -2.516992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -25169934.000000 Penalty: 6018.438477
	Iteration 72Q: 3 clusters Score -2.516993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 177004 members 
Entering Unmasked Estep 
Score: -25169958.000000 Penalty: 6018.438477
	Iteration 73Q: 3 clusters Score -2.516996e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 176963 members 
Entering Unmasked Estep 
Score: -25169958.000000 Penalty: 6018.438477
	Iteration 74Q: 3 clusters Score -2.516996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -25169954.000000 Penalty: 6018.438477
	Iteration 75Q: 3 clusters Score -2.516995e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 176889 members 
Entering Unmasked Estep 
Score: -25169986.000000 Penalty: 6018.438477
	Iteration 76Q: 3 clusters Score -2.516999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -25169984.000000 Penalty: 6018.438477
	Iteration 77Q: 3 clusters Score -2.516998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 176837 members 
Entering Unmasked Estep 
Score: -25169956.000000 Penalty: 6018.438477
	Iteration 78Q: 3 clusters Score -2.516996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -25169956.000000 Penalty: 6018.438477
	Iteration 79Q: 3 clusters Score -2.516996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 176801 members 
Entering Unmasked Estep 
Score: -25169946.000000 Penalty: 6018.438477
	Iteration 80F: 3 clusters Score -2.516995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 176782 members 
Entering Unmasked Estep 
Score: -25169952.000000 Penalty: 6018.438477
	Iteration 81Q: 3 clusters Score -2.516995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 176759 members 
Entering Unmasked Estep 
Score: -25169952.000000 Penalty: 6018.438477
	Iteration 82Q: 3 clusters Score -2.516995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 176744 members 
Entering Unmasked Estep 
Score: -25169966.000000 Penalty: 6018.438477
	Iteration 83Q: 3 clusters Score -2.516997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 176727 members 
Entering Unmasked Estep 
Score: -25169972.000000 Penalty: 6018.438477
	Iteration 84Q: 3 clusters Score -2.516997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 176707 members 
Entering Unmasked Estep 
Score: -25169980.000000 Penalty: 6018.438477
	Iteration 85Q: 3 clusters Score -2.516998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -25170016.000000 Penalty: 6018.438477
	Iteration 86Q: 3 clusters Score -2.517002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 176661 members 
Entering Unmasked Estep 
Score: -25170000.000000 Penalty: 6018.438477
	Iteration 87Q: 3 clusters Score -2.517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 176642 members 
Entering Unmasked Estep 
Score: -25170028.000000 Penalty: 6018.438477
	Iteration 88Q: 3 clusters Score -2.517003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -25170024.000000 Penalty: 6018.438477
	Iteration 89Q: 3 clusters Score -2.517002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 176607 members 
Entering Unmasked Estep 
Score: -25170014.000000 Penalty: 6018.438477
	Iteration 90Q: 3 clusters Score -2.517001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 176590 members 
Entering Unmasked Estep 
Score: -25170012.000000 Penalty: 6018.438477
	Iteration 91Q: 3 clusters Score -2.517001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -25170040.000000 Penalty: 6018.438477
	Iteration 92Q: 3 clusters Score -2.517004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 176555 members 
Entering Unmasked Estep 
Score: -25170054.000000 Penalty: 6018.438477
	Iteration 93Q: 3 clusters Score -2.517005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -25170052.000000 Penalty: 6018.438477
	Iteration 94Q: 3 clusters Score -2.517005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -25170068.000000 Penalty: 6018.438477
	Iteration 95Q: 3 clusters Score -2.517007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -25170064.000000 Penalty: 6018.438477
	Iteration 96Q: 3 clusters Score -2.517006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 176525 members 
Entering Unmasked Estep 
Score: -25170074.000000 Penalty: 6018.438477
	Iteration 97Q: 3 clusters Score -2.517007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 176519 members 
Entering Unmasked Estep 
Score: -25170082.000000 Penalty: 6018.438477
	Iteration 98Q: 3 clusters Score -2.517008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 176514 members 
Entering Unmasked Estep 
Score: -25170080.000000 Penalty: 6018.438477
	Iteration 99Q: 3 clusters Score -2.517008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -25170068.000000 Penalty: 6018.438477
	Iteration 100F: 3 clusters Score -2.517007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 176504 members 
Entering Unmasked Estep 
Score: -25170090.000000 Penalty: 6018.438477
	Iteration 101Q: 3 clusters Score -2.517009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 176498 members 
Entering Unmasked Estep 
Score: -25170094.000000 Penalty: 6018.438477
	Iteration 102Q: 3 clusters Score -2.517009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 176497 members 
Entering Unmasked Estep 
Score: -25170090.000000 Penalty: 6018.438477
	Iteration 103Q: 3 clusters Score -2.517009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 176492 members 
Entering Unmasked Estep 
Score: -25170078.000000 Penalty: 6018.438477
	Iteration 104Q: 3 clusters Score -2.517008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 176486 members 
Entering Unmasked Estep 
Score: -25170066.000000 Penalty: 6018.438477
	Iteration 105Q: 3 clusters Score -2.517007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 176480 members 
Entering Unmasked Estep 
Score: -25170094.000000 Penalty: 6018.438477
	Iteration 106Q: 3 clusters Score -2.517009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -25170094.000000 Penalty: 6018.438477
	Iteration 107Q: 3 clusters Score -2.517009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 176472 members 
Entering Unmasked Estep 
Score: -25170100.000000 Penalty: 6018.438477
	Iteration 108Q: 3 clusters Score -2.51701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 176467 members 
Entering Unmasked Estep 
Score: -25170102.000000 Penalty: 6018.438477
	Iteration 109Q: 3 clusters Score -2.51701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -25170116.000000 Penalty: 6018.438477
	Iteration 110Q: 3 clusters Score -2.517012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -25170142.000000 Penalty: 6018.438477
	Iteration 111Q: 3 clusters Score -2.517014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -25170148.000000 Penalty: 6018.438477
	Iteration 112Q: 3 clusters Score -2.517015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -25170140.000000 Penalty: 6018.438477
	Iteration 113Q: 3 clusters Score -2.517014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 176436 members 
Entering Unmasked Estep 
Score: -25170144.000000 Penalty: 6018.438477
	Iteration 114Q: 3 clusters Score -2.517014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -25170134.000000 Penalty: 6018.438477
	Iteration 115Q: 3 clusters Score -2.517013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -25170136.000000 Penalty: 6018.438477
	Iteration 116Q: 3 clusters Score -2.517014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -25170136.000000 Penalty: 6018.438477
	Iteration 117F: 3 clusters Score -2.517014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 39980 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 16082 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184559 members 
Entering Unmasked Estep 
Score: -126356712.000000 Penalty: 61474.765625
Splitting cluster 9 changes total score from -126345472.000000 to -126356712.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (39980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Entering Unmasked Estep 
Score: -5430199.000000 Penalty: 2627.841309
	Iteration 0F: 2 clusters Score -5430199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5403253.000000 Penalty: 5255.682617
	Iteration 0F: 3 clusters Score -5403253 nChanged 18240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5414579.000000 Penalty: 5255.682617
	Iteration 1F: 3 clusters Score -5414579 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5415945.000000 Penalty: 5255.682617
	Iteration 2F: 3 clusters Score -5415945 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5417307.000000 Penalty: 5255.682617
	Iteration 3F: 3 clusters Score -5417307 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5418951.000000 Penalty: 5255.682617
	Iteration 4F: 3 clusters Score -5418951 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -5421165.000000 Penalty: 5255.682617
	Iteration 5F: 3 clusters Score -5421165 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -5423743.000000 Penalty: 5255.682617
	Iteration 6F: 3 clusters Score -5423743 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -5426421.500000 Penalty: 5255.682617
	Iteration 7F: 3 clusters Score -5426422 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5428536.000000 Penalty: 5255.682617
	Iteration 8F: 3 clusters Score -5428536 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5429856.500000 Penalty: 5255.682617
	Iteration 9Q: 3 clusters Score -5429856 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5430626.500000 Penalty: 5255.682617
	Iteration 10Q: 3 clusters Score -5430626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5431062.500000 Penalty: 5255.682617
	Iteration 11Q: 3 clusters Score -5431062 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -5431317.000000 Penalty: 5255.682617
	Iteration 12Q: 3 clusters Score -5431317 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -5431531.500000 Penalty: 5255.682617
	Iteration 13Q: 3 clusters Score -5431532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5431750.000000 Penalty: 5255.682617
	Iteration 14Q: 3 clusters Score -5431750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5431907.000000 Penalty: 5255.682617
	Iteration 15Q: 3 clusters Score -5431907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5431952.000000 Penalty: 5255.682617
	Iteration 16Q: 3 clusters Score -5431952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5431987.500000 Penalty: 5255.682617
	Iteration 17Q: 3 clusters Score -5431988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5431993.000000 Penalty: 5255.682617
	Iteration 18Q: 3 clusters Score -5431993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5431993.500000 Penalty: 5255.682617
	Iteration 19Q: 3 clusters Score -5431994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5431997.500000 Penalty: 5255.682617
	Iteration 20F: 3 clusters Score -5431998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 16082 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184559 members 
Entering Unmasked Estep 
Score: -126357616.000000 Penalty: 64890.031250
Splitting cluster 10 changes total score from -126345472.000000 to -126357616.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (35306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Entering Unmasked Estep 
Score: -4590146.000000 Penalty: 2597.008545
	Iteration 0F: 2 clusters Score -4590146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4566152.000000 Penalty: 5194.017090
	Iteration 0F: 3 clusters Score -4566152 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4575052.000000 Penalty: 5194.017090
	Iteration 1F: 3 clusters Score -4575052 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4575680.000000 Penalty: 5194.017090
	Iteration 2Q: 3 clusters Score -4575680 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4576420.500000 Penalty: 5194.017090
	Iteration 3Q: 3 clusters Score -4576420 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4577260.000000 Penalty: 5194.017090
	Iteration 4Q: 3 clusters Score -4577260 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4578317.500000 Penalty: 5194.017090
	Iteration 5F: 3 clusters Score -4578318 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4579415.500000 Penalty: 5194.017090
	Iteration 6F: 3 clusters Score -4579416 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4580555.500000 Penalty: 5194.017090
	Iteration 7F: 3 clusters Score -4580556 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4581626.000000 Penalty: 5194.017090
	Iteration 8F: 3 clusters Score -4581626 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4582545.000000 Penalty: 5194.017090
	Iteration 9Q: 3 clusters Score -4582545 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4583279.000000 Penalty: 5194.017090
	Iteration 10Q: 3 clusters Score -4583279 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4583823.000000 Penalty: 5194.017090
	Iteration 11Q: 3 clusters Score -4583823 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4584310.500000 Penalty: 5194.017090
	Iteration 12Q: 3 clusters Score -4584310 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4584735.000000 Penalty: 5194.017090
	Iteration 13Q: 3 clusters Score -4584735 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4585178.500000 Penalty: 5194.017090
	Iteration 14Q: 3 clusters Score -4585178 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4585650.000000 Penalty: 5194.017090
	Iteration 15Q: 3 clusters Score -4585650 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4586125.000000 Penalty: 5194.017090
	Iteration 16Q: 3 clusters Score -4586125 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4586670.500000 Penalty: 5194.017090
	Iteration 17Q: 3 clusters Score -4586670 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4587154.000000 Penalty: 5194.017090
	Iteration 18Q: 3 clusters Score -4587154 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -4587614.000000 Penalty: 5194.017090
	Iteration 19Q: 3 clusters Score -4587614 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4587949.500000 Penalty: 5194.017090
	Iteration 20F: 3 clusters Score -4587950 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4588250.000000 Penalty: 5194.017090
	Iteration 21Q: 3 clusters Score -4588250 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4588487.000000 Penalty: 5194.017090
	Iteration 22Q: 3 clusters Score -4588487 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -4588635.500000 Penalty: 5194.017090
	Iteration 23Q: 3 clusters Score -4588636 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4588749.000000 Penalty: 5194.017090
	Iteration 24Q: 3 clusters Score -4588749 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4588836.500000 Penalty: 5194.017090
	Iteration 25Q: 3 clusters Score -4588836 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4588881.500000 Penalty: 5194.017090
	Iteration 26Q: 3 clusters Score -4588882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4588937.500000 Penalty: 5194.017090
	Iteration 27Q: 3 clusters Score -4588938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4588982.000000 Penalty: 5194.017090
	Iteration 28Q: 3 clusters Score -4588982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4589003.500000 Penalty: 5194.017090
	Iteration 29Q: 3 clusters Score -4589004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4589030.500000 Penalty: 5194.017090
	Iteration 30Q: 3 clusters Score -4589030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4589032.000000 Penalty: 5194.017090
	Iteration 31Q: 3 clusters Score -4589032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4589041.500000 Penalty: 5194.017090
	Iteration 32Q: 3 clusters Score -4589042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4589056.500000 Penalty: 5194.017090
	Iteration 33Q: 3 clusters Score -4589056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4589063.500000 Penalty: 5194.017090
	Iteration 34Q: 3 clusters Score -4589064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4589076.000000 Penalty: 5194.017090
	Iteration 35Q: 3 clusters Score -4589076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -4589088.000000 Penalty: 5194.017090
	Iteration 36Q: 3 clusters Score -4589088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4589086.000000 Penalty: 5194.017090
	Iteration 37Q: 3 clusters Score -4589086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4589097.500000 Penalty: 5194.017090
	Iteration 38Q: 3 clusters Score -4589098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4589102.000000 Penalty: 5194.017090
	Iteration 39Q: 3 clusters Score -4589102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4589108.000000 Penalty: 5194.017090
	Iteration 40F: 3 clusters Score -4589108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4589113.000000 Penalty: 5194.017090
	Iteration 41Q: 3 clusters Score -4589113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4589118.500000 Penalty: 5194.017090
	Iteration 42Q: 3 clusters Score -4589118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4589122.500000 Penalty: 5194.017090
	Iteration 43Q: 3 clusters Score -4589122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4589128.000000 Penalty: 5194.017090
	Iteration 44Q: 3 clusters Score -4589128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4589127.500000 Penalty: 5194.017090
	Iteration 45Q: 3 clusters Score -4589128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4589130.000000 Penalty: 5194.017090
	Iteration 46Q: 3 clusters Score -4589130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4589132.500000 Penalty: 5194.017090
	Iteration 47Q: 3 clusters Score -4589132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4589128.500000 Penalty: 5194.017090
	Iteration 48Q: 3 clusters Score -4589128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4589129.500000 Penalty: 5194.017090
	Iteration 49Q: 3 clusters Score -4589130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4589130.500000 Penalty: 5194.017090
	Iteration 50Q: 3 clusters Score -4589130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4589125.500000 Penalty: 5194.017090
	Iteration 51Q: 3 clusters Score -4589126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4589125.500000 Penalty: 5194.017090
	Iteration 52F: 3 clusters Score -4589126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1915377.000000 Penalty: 2401.993164
	Iteration 0F: 2 clusters Score -1915377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1903865.750000 Penalty: 4803.986328
	Iteration 0F: 3 clusters Score -1903866 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1907736.875000 Penalty: 4803.986328
	Iteration 1F: 3 clusters Score -1907737 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1908383.625000 Penalty: 4803.986328
	Iteration 2F: 3 clusters Score -1908384 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1909010.250000 Penalty: 4803.986328
	Iteration 3F: 3 clusters Score -1909010 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1909773.125000 Penalty: 4803.986328
	Iteration 4F: 3 clusters Score -1909773 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1910766.750000 Penalty: 4803.986328
	Iteration 5F: 3 clusters Score -1910767 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1911710.500000 Penalty: 4803.986328
	Iteration 6F: 3 clusters Score -1911710 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1912434.000000 Penalty: 4803.986328
	Iteration 7F: 3 clusters Score -1912434 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1913012.625000 Penalty: 4803.986328
	Iteration 8F: 3 clusters Score -1913013 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1913452.750000 Penalty: 4803.986328
	Iteration 9Q: 3 clusters Score -1913453 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1913759.125000 Penalty: 4803.986328
	Iteration 10Q: 3 clusters Score -1913759 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1914031.750000 Penalty: 4803.986328
	Iteration 11Q: 3 clusters Score -1914032 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1914252.000000 Penalty: 4803.986328
	Iteration 12Q: 3 clusters Score -1914252 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1914465.000000 Penalty: 4803.986328
	Iteration 13Q: 3 clusters Score -1914465 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1914624.000000 Penalty: 4803.986328
	Iteration 14Q: 3 clusters Score -1914624 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1914787.875000 Penalty: 4803.986328
	Iteration 15Q: 3 clusters Score -1914788 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1914944.250000 Penalty: 4803.986328
	Iteration 16Q: 3 clusters Score -1914944 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1915136.750000 Penalty: 4803.986328
	Iteration 17Q: 3 clusters Score -1915137 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1915376.875000 Penalty: 4803.986328
	Iteration 18Q: 3 clusters Score -1915377 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1915640.750000 Penalty: 4803.986328
	Iteration 19Q: 3 clusters Score -1915641 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1915929.375000 Penalty: 4803.986328
	Iteration 20F: 3 clusters Score -1915929 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1916152.250000 Penalty: 4803.986328
	Iteration 21Q: 3 clusters Score -1916152 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1916362.875000 Penalty: 4803.986328
	Iteration 22Q: 3 clusters Score -1916363 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1916498.750000 Penalty: 4803.986328
	Iteration 23Q: 3 clusters Score -1916499 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1916578.250000 Penalty: 4803.986328
	Iteration 24Q: 3 clusters Score -1916578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1916646.875000 Penalty: 4803.986328
	Iteration 25Q: 3 clusters Score -1916647 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1916680.125000 Penalty: 4803.986328
	Iteration 26Q: 3 clusters Score -1916680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1916707.375000 Penalty: 4803.986328
	Iteration 27Q: 3 clusters Score -1916707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1916733.125000 Penalty: 4803.986328
	Iteration 28Q: 3 clusters Score -1916733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1916749.875000 Penalty: 4803.986328
	Iteration 29Q: 3 clusters Score -1916750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1916751.375000 Penalty: 4803.986328
	Iteration 30Q: 3 clusters Score -1916751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1916766.375000 Penalty: 4803.986328
	Iteration 31Q: 3 clusters Score -1916766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1916768.875000 Penalty: 4803.986328
	Iteration 32Q: 3 clusters Score -1916769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1916768.375000 Penalty: 4803.986328
	Iteration 33Q: 3 clusters Score -1916768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1916771.125000 Penalty: 4803.986328
	Iteration 34Q: 3 clusters Score -1916771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1916770.875000 Penalty: 4803.986328
	Iteration 35Q: 3 clusters Score -1916771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1916773.625000 Penalty: 4803.986328
	Iteration 36Q: 3 clusters Score -1916774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1916770.625000 Penalty: 4803.986328
	Iteration 37Q: 3 clusters Score -1916771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1916772.750000 Penalty: 4803.986328
	Iteration 38F: 3 clusters Score -1916773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1916774.250000 Penalty: 4803.986328
	Iteration 39Q: 3 clusters Score -1916774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1916776.875000 Penalty: 4803.986328
	Iteration 40F: 3 clusters Score -1916777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1916771.250000 Penalty: 4803.986328
	Iteration 41Q: 3 clusters Score -1916771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1916774.625000 Penalty: 4803.986328
	Iteration 42Q: 3 clusters Score -1916775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1916779.625000 Penalty: 4803.986328
	Iteration 43Q: 3 clusters Score -1916780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1916779.500000 Penalty: 4803.986328
	Iteration 44Q: 3 clusters Score -1916780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1916778.000000 Penalty: 4803.986328
	Iteration 45Q: 3 clusters Score -1916778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1916779.750000 Penalty: 4803.986328
	Iteration 46Q: 3 clusters Score -1916780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1916779.125000 Penalty: 4803.986328
	Iteration 47Q: 3 clusters Score -1916779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1916779.125000 Penalty: 4803.986328
	Iteration 48F: 3 clusters Score -1916779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184559 members 
Mstep: Class 20 contains 12910 members 
Entering Unmasked Estep 
Score: -126357776.000000 Penalty: 68305.296875
Splitting cluster 12 changes total score from -126345472.000000 to -126357776.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (9228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Entering Unmasked Estep 
Score: -1284171.000000 Penalty: 2264.239258
	Iteration 0F: 2 clusters Score -1284171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1276979.750000 Penalty: 4528.478516
	Iteration 0F: 3 clusters Score -1276980 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1278931.125000 Penalty: 4528.478516
	Iteration 1F: 3 clusters Score -1278931 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1279200.875000 Penalty: 4528.478516
	Iteration 2F: 3 clusters Score -1279201 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1279356.000000 Penalty: 4528.478516
	Iteration 3Q: 3 clusters Score -1279356 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1279470.625000 Penalty: 4528.478516
	Iteration 4Q: 3 clusters Score -1279471 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1279541.000000 Penalty: 4528.478516
	Iteration 5Q: 3 clusters Score -1279541 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1279595.625000 Penalty: 4528.478516
	Iteration 6Q: 3 clusters Score -1279596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1279647.250000 Penalty: 4528.478516
	Iteration 7Q: 3 clusters Score -1279647 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1279690.500000 Penalty: 4528.478516
	Iteration 8Q: 3 clusters Score -1279690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1279728.250000 Penalty: 4528.478516
	Iteration 9Q: 3 clusters Score -1279728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1279756.750000 Penalty: 4528.478516
	Iteration 10Q: 3 clusters Score -1279757 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1279789.250000 Penalty: 4528.478516
	Iteration 11Q: 3 clusters Score -1279789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1279818.625000 Penalty: 4528.478516
	Iteration 12Q: 3 clusters Score -1279819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1279849.000000 Penalty: 4528.478516
	Iteration 13Q: 3 clusters Score -1279849 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1279874.125000 Penalty: 4528.478516
	Iteration 14Q: 3 clusters Score -1279874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1279896.750000 Penalty: 4528.478516
	Iteration 15Q: 3 clusters Score -1279897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1279920.125000 Penalty: 4528.478516
	Iteration 16Q: 3 clusters Score -1279920 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1279947.375000 Penalty: 4528.478516
	Iteration 17Q: 3 clusters Score -1279947 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1279966.500000 Penalty: 4528.478516
	Iteration 18Q: 3 clusters Score -1279966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1279987.625000 Penalty: 4528.478516
	Iteration 19Q: 3 clusters Score -1279988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1280010.125000 Penalty: 4528.478516
	Iteration 20F: 3 clusters Score -1280010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1280043.875000 Penalty: 4528.478516
	Iteration 21Q: 3 clusters Score -1280044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1280078.125000 Penalty: 4528.478516
	Iteration 22Q: 3 clusters Score -1280078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1280117.750000 Penalty: 4528.478516
	Iteration 23Q: 3 clusters Score -1280118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1280168.000000 Penalty: 4528.478516
	Iteration 24Q: 3 clusters Score -1280168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1280224.875000 Penalty: 4528.478516
	Iteration 25Q: 3 clusters Score -1280225 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1280289.875000 Penalty: 4528.478516
	Iteration 26Q: 3 clusters Score -1280290 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1280381.625000 Penalty: 4528.478516
	Iteration 27Q: 3 clusters Score -1280382 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1280476.125000 Penalty: 4528.478516
	Iteration 28Q: 3 clusters Score -1280476 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1280591.625000 Penalty: 4528.478516
	Iteration 29Q: 3 clusters Score -1280592 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1280730.875000 Penalty: 4528.478516
	Iteration 30Q: 3 clusters Score -1280731 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1280885.375000 Penalty: 4528.478516
	Iteration 31Q: 3 clusters Score -1280885 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1281074.250000 Penalty: 4528.478516
	Iteration 32Q: 3 clusters Score -1281074 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1281250.000000 Penalty: 4528.478516
	Iteration 33Q: 3 clusters Score -1281250 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1281389.500000 Penalty: 4528.478516
	Iteration 34Q: 3 clusters Score -1281390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1281489.625000 Penalty: 4528.478516
	Iteration 35Q: 3 clusters Score -1281490 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1281567.625000 Penalty: 4528.478516
	Iteration 36Q: 3 clusters Score -1281568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1281644.250000 Penalty: 4528.478516
	Iteration 37Q: 3 clusters Score -1281644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1281692.875000 Penalty: 4528.478516
	Iteration 38Q: 3 clusters Score -1281693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1281732.250000 Penalty: 4528.478516
	Iteration 39Q: 3 clusters Score -1281732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1281766.125000 Penalty: 4528.478516
	Iteration 40F: 3 clusters Score -1281766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1281802.000000 Penalty: 4528.478516
	Iteration 41Q: 3 clusters Score -1281802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1281828.000000 Penalty: 4528.478516
	Iteration 42Q: 3 clusters Score -1281828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1281842.625000 Penalty: 4528.478516
	Iteration 43Q: 3 clusters Score -1281843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1281851.375000 Penalty: 4528.478516
	Iteration 44Q: 3 clusters Score -1281851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1281863.500000 Penalty: 4528.478516
	Iteration 45Q: 3 clusters Score -1281864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1281873.250000 Penalty: 4528.478516
	Iteration 46Q: 3 clusters Score -1281873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1281882.625000 Penalty: 4528.478516
	Iteration 47Q: 3 clusters Score -1281883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1281890.000000 Penalty: 4528.478516
	Iteration 48Q: 3 clusters Score -1281890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1281897.625000 Penalty: 4528.478516
	Iteration 49Q: 3 clusters Score -1281898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1281900.500000 Penalty: 4528.478516
	Iteration 50Q: 3 clusters Score -1281900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1281911.125000 Penalty: 4528.478516
	Iteration 51Q: 3 clusters Score -1281911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1281919.375000 Penalty: 4528.478516
	Iteration 52Q: 3 clusters Score -1281919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1281925.750000 Penalty: 4528.478516
	Iteration 53Q: 3 clusters Score -1281926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1281931.125000 Penalty: 4528.478516
	Iteration 54Q: 3 clusters Score -1281931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1281938.625000 Penalty: 4528.478516
	Iteration 55Q: 3 clusters Score -1281939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1281942.875000 Penalty: 4528.478516
	Iteration 56Q: 3 clusters Score -1281943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1281949.500000 Penalty: 4528.478516
	Iteration 57Q: 3 clusters Score -1281950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1281953.125000 Penalty: 4528.478516
	Iteration 58Q: 3 clusters Score -1281953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1281960.250000 Penalty: 4528.478516
	Iteration 59Q: 3 clusters Score -1281960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1281960.750000 Penalty: 4528.478516
	Iteration 60F: 3 clusters Score -1281961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1281961.750000 Penalty: 4528.478516
	Iteration 61Q: 3 clusters Score -1281962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1281967.500000 Penalty: 4528.478516
	Iteration 62Q: 3 clusters Score -1281968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1281968.625000 Penalty: 4528.478516
	Iteration 63Q: 3 clusters Score -1281969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1281969.500000 Penalty: 4528.478516
	Iteration 64Q: 3 clusters Score -1281970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1281974.125000 Penalty: 4528.478516
	Iteration 65Q: 3 clusters Score -1281974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1281973.500000 Penalty: 4528.478516
	Iteration 66Q: 3 clusters Score -1281974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1281974.750000 Penalty: 4528.478516
	Iteration 67Q: 3 clusters Score -1281975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1281974.750000 Penalty: 4528.478516
	Iteration 68F: 3 clusters Score -1281975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (205603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205603 members 
Entering Unmasked Estep 
Score: -27817366.000000 Penalty: 3033.958252
	Iteration 0F: 2 clusters Score -2.781737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -27689500.000000 Penalty: 6067.916504
	Iteration 0F: 3 clusters Score -2.76895e+07 nChanged 98783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -27747164.000000 Penalty: 6067.916504
	Iteration 1F: 3 clusters Score -2.774716e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -27748874.000000 Penalty: 6067.916504
	Iteration 2Q: 3 clusters Score -2.774887e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -27751334.000000 Penalty: 6067.916504
	Iteration 3Q: 3 clusters Score -2.775133e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -27754590.000000 Penalty: 6067.916504
	Iteration 4Q: 3 clusters Score -2.775459e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -27759476.000000 Penalty: 6067.916504
	Iteration 5Q: 3 clusters Score -2.775948e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 103478 members 
Entering Unmasked Estep 
Score: -27765944.000000 Penalty: 6067.916504
	Iteration 6F: 3 clusters Score -2.776594e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -27773452.000000 Penalty: 6067.916504
	Iteration 7F: 3 clusters Score -2.777345e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 102312 members 
Entering Unmasked Estep 
Score: -27781638.000000 Penalty: 6067.916504
	Iteration 8F: 3 clusters Score -2.778164e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -27789074.000000 Penalty: 6067.916504
	Iteration 9F: 3 clusters Score -2.778907e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -27794038.000000 Penalty: 6067.916504
	Iteration 10F: 3 clusters Score -2.779404e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -27796756.000000 Penalty: 6067.916504
	Iteration 11Q: 3 clusters Score -2.779676e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -27798114.000000 Penalty: 6067.916504
	Iteration 12Q: 3 clusters Score -2.779811e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111028 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -27798904.000000 Penalty: 6067.916504
	Iteration 13Q: 3 clusters Score -2.77989e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -27799818.000000 Penalty: 6067.916504
	Iteration 14Q: 3 clusters Score -2.779982e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -27800546.000000 Penalty: 6067.916504
	Iteration 15Q: 3 clusters Score -2.780055e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -27801166.000000 Penalty: 6067.916504
	Iteration 16Q: 3 clusters Score -2.780117e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -27801888.000000 Penalty: 6067.916504
	Iteration 17Q: 3 clusters Score -2.780189e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -27802852.000000 Penalty: 6067.916504
	Iteration 18Q: 3 clusters Score -2.780285e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123142 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -27803614.000000 Penalty: 6067.916504
	Iteration 19Q: 3 clusters Score -2.780361e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125628 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -27804308.000000 Penalty: 6067.916504
	Iteration 20F: 3 clusters Score -2.780431e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128089 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -27805016.000000 Penalty: 6067.916504
	Iteration 21Q: 3 clusters Score -2.780502e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -27805740.000000 Penalty: 6067.916504
	Iteration 22Q: 3 clusters Score -2.780574e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133180 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -27806598.000000 Penalty: 6067.916504
	Iteration 23Q: 3 clusters Score -2.78066e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135837 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -27807304.000000 Penalty: 6067.916504
	Iteration 24Q: 3 clusters Score -2.78073e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -27808004.000000 Penalty: 6067.916504
	Iteration 25Q: 3 clusters Score -2.7808e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141096 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -27808610.000000 Penalty: 6067.916504
	Iteration 26Q: 3 clusters Score -2.780861e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -27809252.000000 Penalty: 6067.916504
	Iteration 27Q: 3 clusters Score -2.780925e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146791 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -27809884.000000 Penalty: 6067.916504
	Iteration 28Q: 3 clusters Score -2.780988e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -27810562.000000 Penalty: 6067.916504
	Iteration 29Q: 3 clusters Score -2.781056e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -27811306.000000 Penalty: 6067.916504
	Iteration 30Q: 3 clusters Score -2.781131e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -27811910.000000 Penalty: 6067.916504
	Iteration 31Q: 3 clusters Score -2.781191e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -27812704.000000 Penalty: 6067.916504
	Iteration 32Q: 3 clusters Score -2.78127e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -27813536.000000 Penalty: 6067.916504
	Iteration 33Q: 3 clusters Score -2.781354e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -27814346.000000 Penalty: 6067.916504
	Iteration 34Q: 3 clusters Score -2.781435e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169229 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -27815160.000000 Penalty: 6067.916504
	Iteration 35Q: 3 clusters Score -2.781516e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -27815950.000000 Penalty: 6067.916504
	Iteration 36Q: 3 clusters Score -2.781595e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -27816466.000000 Penalty: 6067.916504
	Iteration 37Q: 3 clusters Score -2.781647e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -27816682.000000 Penalty: 6067.916504
	Iteration 38Q: 3 clusters Score -2.781668e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182022 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -27816916.000000 Penalty: 6067.916504
	Iteration 39Q: 3 clusters Score -2.781692e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184517 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -27817434.000000 Penalty: 6067.916504
	Iteration 40F: 3 clusters Score -2.781743e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -27817492.000000 Penalty: 6067.916504
	Iteration 41Q: 3 clusters Score -2.781749e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189830 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -27817722.000000 Penalty: 6067.916504
	Iteration 42Q: 3 clusters Score -2.781772e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192218 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -27817684.000000 Penalty: 6067.916504
	Iteration 43Q: 3 clusters Score -2.781768e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194281 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -27817818.000000 Penalty: 6067.916504
	Iteration 44Q: 3 clusters Score -2.781782e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -27817540.000000 Penalty: 6067.916504
	Iteration 45Q: 3 clusters Score -2.781754e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -27817598.000000 Penalty: 6067.916504
	Iteration 46Q: 3 clusters Score -2.78176e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199006 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -27817362.000000 Penalty: 6067.916504
	Iteration 47Q: 3 clusters Score -2.781736e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200127 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -27817194.000000 Penalty: 6067.916504
	Iteration 48Q: 3 clusters Score -2.781719e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201039 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -27816996.000000 Penalty: 6067.916504
	Iteration 49Q: 3 clusters Score -2.7817e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -27816924.000000 Penalty: 6067.916504
	Iteration 50Q: 3 clusters Score -2.781692e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202307 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -27816722.000000 Penalty: 6067.916504
	Iteration 51Q: 3 clusters Score -2.781672e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202759 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -27816606.000000 Penalty: 6067.916504
	Iteration 52Q: 3 clusters Score -2.781661e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203101 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -27816394.000000 Penalty: 6067.916504
	Iteration 53Q: 3 clusters Score -2.781639e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203355 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -27816326.000000 Penalty: 6067.916504
	Iteration 54Q: 3 clusters Score -2.781633e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203557 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -27816212.000000 Penalty: 6067.916504
	Iteration 55Q: 3 clusters Score -2.781621e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203716 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -27816136.000000 Penalty: 6067.916504
	Iteration 56Q: 3 clusters Score -2.781614e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203856 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -27816062.000000 Penalty: 6067.916504
	Iteration 57Q: 3 clusters Score -2.781606e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203962 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -27816044.000000 Penalty: 6067.916504
	Iteration 58Q: 3 clusters Score -2.781604e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204061 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -27816002.000000 Penalty: 6067.916504
	Iteration 59Q: 3 clusters Score -2.7816e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204144 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -27815916.000000 Penalty: 6067.916504
	Iteration 60F: 3 clusters Score -2.781592e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204209 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27815912.000000 Penalty: 6067.916504
	Iteration 61Q: 3 clusters Score -2.781591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -27815878.000000 Penalty: 6067.916504
	Iteration 62Q: 3 clusters Score -2.781588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204311 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -27815858.000000 Penalty: 6067.916504
	Iteration 63Q: 3 clusters Score -2.781586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204361 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -27815836.000000 Penalty: 6067.916504
	Iteration 64Q: 3 clusters Score -2.781584e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204396 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -27815836.000000 Penalty: 6067.916504
	Iteration 65Q: 3 clusters Score -2.781584e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204426 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -27815854.000000 Penalty: 6067.916504
	Iteration 66Q: 3 clusters Score -2.781585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204451 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -27815844.000000 Penalty: 6067.916504
	Iteration 67Q: 3 clusters Score -2.781584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204476 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -27815810.000000 Penalty: 6067.916504
	Iteration 68Q: 3 clusters Score -2.781581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -27815832.000000 Penalty: 6067.916504
	Iteration 69Q: 3 clusters Score -2.781583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204521 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -27815800.000000 Penalty: 6067.916504
	Iteration 70Q: 3 clusters Score -2.78158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204538 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -27815784.000000 Penalty: 6067.916504
	Iteration 71Q: 3 clusters Score -2.781578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204556 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -27815786.000000 Penalty: 6067.916504
	Iteration 72Q: 3 clusters Score -2.781579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204574 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -27815786.000000 Penalty: 6067.916504
	Iteration 73Q: 3 clusters Score -2.781579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204589 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -27815770.000000 Penalty: 6067.916504
	Iteration 74Q: 3 clusters Score -2.781577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204601 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -27815778.000000 Penalty: 6067.916504
	Iteration 75Q: 3 clusters Score -2.781578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204610 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27815766.000000 Penalty: 6067.916504
	Iteration 76Q: 3 clusters Score -2.781577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204615 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -27815762.000000 Penalty: 6067.916504
	Iteration 77Q: 3 clusters Score -2.781576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204622 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -27815748.000000 Penalty: 6067.916504
	Iteration 78Q: 3 clusters Score -2.781575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204632 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -27815762.000000 Penalty: 6067.916504
	Iteration 79Q: 3 clusters Score -2.781576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -27815748.000000 Penalty: 6067.916504
	Iteration 80F: 3 clusters Score -2.781575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204642 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -27815748.000000 Penalty: 6067.916504
	Iteration 81Q: 3 clusters Score -2.781575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204646 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -27815744.000000 Penalty: 6067.916504
	Iteration 82Q: 3 clusters Score -2.781574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204649 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27815756.000000 Penalty: 6067.916504
	Iteration 83Q: 3 clusters Score -2.781576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204649 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27815756.000000 Penalty: 6067.916504
	Iteration 84F: 3 clusters Score -2.781576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -200003.812500 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -200003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -197910.218750 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -197910.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -203156.828125 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -203156.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -207556.046875 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -207556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -209561.156250 Penalty: 3789.501221
	Iteration 3F: 3 clusters Score -209561.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210709.390625 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -210709.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -211477.343750 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -211477.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -211885.000000 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -211885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212080.203125 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -212080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -212274.828125 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -212274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212513.968750 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -212514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212819.453125 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -212819.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -213084.218750 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -213084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -213374.125000 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -213374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -213881.437500 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -213881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -214413.734375 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -214413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -214417.937500 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -214417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -214417.937500 Penalty: 3789.501221
	Iteration 16F: 3 clusters Score -214417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 184559 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 1101 members 
Entering Unmasked Estep 
Score: -126369984.000000 Penalty: 71720.562500
Splitting cluster 16 changes total score from -126345472.000000 to -126369984.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -287983.875000 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -287983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285189.343750 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -285189.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285781.625000 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -285781.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -286056.437500 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -286056.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286253.406250 Penalty: 3839.800781
	Iteration 3F: 3 clusters Score -286253.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -286442.937500 Penalty: 3839.800781
	Iteration 4F: 3 clusters Score -286442.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -286564.281250 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -286564.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -286659.156250 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -286659.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -286731.437500 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -286731.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -286785.531250 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -286785.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -286826.656250 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -286826.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -286855.468750 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -286855.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -286876.531250 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -286876.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -286885.562500 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -286885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286890.562500 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -286890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -286894.875000 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -286894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -286896.781250 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -286896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -286899.187500 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -286899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -286900.750000 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -286900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -286904.468750 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -286904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -286913.000000 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -286913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -286919.500000 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -286919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -286925.937500 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -286925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -286932.937500 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -286932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -286937.781250 Penalty: 3839.800781
	Iteration 23Q: 3 clusters Score -286937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -286940.875000 Penalty: 3839.800781
	Iteration 24Q: 3 clusters Score -286940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -286947.406250 Penalty: 3839.800781
	Iteration 25Q: 3 clusters Score -286947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -286948.937500 Penalty: 3839.800781
	Iteration 26Q: 3 clusters Score -286948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -286951.343750 Penalty: 3839.800781
	Iteration 27Q: 3 clusters Score -286951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -286963.562500 Penalty: 3839.800781
	Iteration 28Q: 3 clusters Score -286963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -286983.062500 Penalty: 3839.800781
	Iteration 29Q: 3 clusters Score -286983.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -286996.062500 Penalty: 3839.800781
	Iteration 30Q: 3 clusters Score -286996.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -287025.625000 Penalty: 3839.800781
	Iteration 31Q: 3 clusters Score -287025.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287061.906250 Penalty: 3839.800781
	Iteration 32Q: 3 clusters Score -287061.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -287082.687500 Penalty: 3839.800781
	Iteration 33Q: 3 clusters Score -287082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287093.187500 Penalty: 3839.800781
	Iteration 34Q: 3 clusters Score -287093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287096.281250 Penalty: 3839.800781
	Iteration 35Q: 3 clusters Score -287096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -287099.156250 Penalty: 3839.800781
	Iteration 36Q: 3 clusters Score -287099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -287106.593750 Penalty: 3839.800781
	Iteration 37Q: 3 clusters Score -287106.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -287109.500000 Penalty: 3839.800781
	Iteration 38Q: 3 clusters Score -287109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -287110.468750 Penalty: 3839.800781
	Iteration 39Q: 3 clusters Score -287110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -287111.468750 Penalty: 3839.800781
	Iteration 40F: 3 clusters Score -287111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -287111.937500 Penalty: 3839.800781
	Iteration 41Q: 3 clusters Score -287111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -287112.718750 Penalty: 3839.800781
	Iteration 42Q: 3 clusters Score -287112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -287112.718750 Penalty: 3839.800781
	Iteration 43F: 3 clusters Score -287112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -151684.078125 Penalty: 1790.652710
	Iteration 0F: 2 clusters Score -151684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -149790.187500 Penalty: 3581.305420
	Iteration 0F: 3 clusters Score -149790.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -151719.640625 Penalty: 3581.305420
	Iteration 1F: 3 clusters Score -151719.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153485.421875 Penalty: 3581.305420
	Iteration 2F: 3 clusters Score -153485.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -154701.859375 Penalty: 3581.305420
	Iteration 3F: 3 clusters Score -154701.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -154870.640625 Penalty: 3581.305420
	Iteration 4Q: 3 clusters Score -154870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -154978.921875 Penalty: 3581.305420
	Iteration 5Q: 3 clusters Score -154978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -154983.828125 Penalty: 3581.305420
	Iteration 6Q: 3 clusters Score -154983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -154983.828125 Penalty: 3581.305420
	Iteration 7F: 3 clusters Score -154983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 184559 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 1191 members 
Entering Unmasked Estep 
Score: -126371512.000000 Penalty: 75135.828125
Splitting cluster 18 changes total score from -126345472.000000 to -126371512.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (184559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Entering Unmasked Estep 
Score: -24930444.000000 Penalty: 3007.179688
	Iteration 0F: 2 clusters Score -2.493044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -24816838.000000 Penalty: 6014.359375
	Iteration 0F: 3 clusters Score -2.481684e+07 nChanged 88415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -24868672.000000 Penalty: 6014.359375
	Iteration 1F: 3 clusters Score -2.486867e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -24870136.000000 Penalty: 6014.359375
	Iteration 2Q: 3 clusters Score -2.487014e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -24872620.000000 Penalty: 6014.359375
	Iteration 3Q: 3 clusters Score -2.487262e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112586 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -24876140.000000 Penalty: 6014.359375
	Iteration 4Q: 3 clusters Score -2.487614e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -24882450.000000 Penalty: 6014.359375
	Iteration 5F: 3 clusters Score -2.488245e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -24891700.000000 Penalty: 6014.359375
	Iteration 6F: 3 clusters Score -2.48917e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -24902640.000000 Penalty: 6014.359375
	Iteration 7F: 3 clusters Score -2.490264e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155387 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -24912998.000000 Penalty: 6014.359375
	Iteration 8F: 3 clusters Score -2.4913e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -24920100.000000 Penalty: 6014.359375
	Iteration 9Q: 3 clusters Score -2.49201e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -24923962.000000 Penalty: 6014.359375
	Iteration 10Q: 3 clusters Score -2.492396e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169212 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -24926540.000000 Penalty: 6014.359375
	Iteration 11Q: 3 clusters Score -2.492654e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -24928286.000000 Penalty: 6014.359375
	Iteration 12Q: 3 clusters Score -2.492829e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173147 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -24929336.000000 Penalty: 6014.359375
	Iteration 13Q: 3 clusters Score -2.492934e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -24930196.000000 Penalty: 6014.359375
	Iteration 14Q: 3 clusters Score -2.49302e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -24930822.000000 Penalty: 6014.359375
	Iteration 15Q: 3 clusters Score -2.493082e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176302 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -24931552.000000 Penalty: 6014.359375
	Iteration 16Q: 3 clusters Score -2.493155e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -24932038.000000 Penalty: 6014.359375
	Iteration 17Q: 3 clusters Score -2.493204e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -24932254.000000 Penalty: 6014.359375
	Iteration 18Q: 3 clusters Score -2.493225e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -24932474.000000 Penalty: 6014.359375
	Iteration 19Q: 3 clusters Score -2.493247e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176869 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -24932560.000000 Penalty: 6014.359375
	Iteration 20F: 3 clusters Score -2.493256e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -24932636.000000 Penalty: 6014.359375
	Iteration 21Q: 3 clusters Score -2.493264e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176641 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -24932762.000000 Penalty: 6014.359375
	Iteration 22Q: 3 clusters Score -2.493276e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176493 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -24932918.000000 Penalty: 6014.359375
	Iteration 23Q: 3 clusters Score -2.493292e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176346 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -24933020.000000 Penalty: 6014.359375
	Iteration 24Q: 3 clusters Score -2.493302e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176204 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -24933052.000000 Penalty: 6014.359375
	Iteration 25Q: 3 clusters Score -2.493305e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176093 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -24933086.000000 Penalty: 6014.359375
	Iteration 26Q: 3 clusters Score -2.493309e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -24933168.000000 Penalty: 6014.359375
	Iteration 27Q: 3 clusters Score -2.493317e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -24933190.000000 Penalty: 6014.359375
	Iteration 28Q: 3 clusters Score -2.493319e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175758 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -24933228.000000 Penalty: 6014.359375
	Iteration 29Q: 3 clusters Score -2.493323e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -24933314.000000 Penalty: 6014.359375
	Iteration 30Q: 3 clusters Score -2.493331e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -24933310.000000 Penalty: 6014.359375
	Iteration 31Q: 3 clusters Score -2.493331e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -24933330.000000 Penalty: 6014.359375
	Iteration 32Q: 3 clusters Score -2.493333e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175404 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -24933366.000000 Penalty: 6014.359375
	Iteration 33Q: 3 clusters Score -2.493337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -24933378.000000 Penalty: 6014.359375
	Iteration 34Q: 3 clusters Score -2.493338e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175273 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -24933408.000000 Penalty: 6014.359375
	Iteration 35Q: 3 clusters Score -2.493341e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175208 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -24933412.000000 Penalty: 6014.359375
	Iteration 36Q: 3 clusters Score -2.493341e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -24933418.000000 Penalty: 6014.359375
	Iteration 37Q: 3 clusters Score -2.493342e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -24933408.000000 Penalty: 6014.359375
	Iteration 38Q: 3 clusters Score -2.493341e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -24933458.000000 Penalty: 6014.359375
	Iteration 39Q: 3 clusters Score -2.493346e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -24933488.000000 Penalty: 6014.359375
	Iteration 40F: 3 clusters Score -2.493349e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -24933498.000000 Penalty: 6014.359375
	Iteration 41Q: 3 clusters Score -2.49335e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174840 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -24933544.000000 Penalty: 6014.359375
	Iteration 42Q: 3 clusters Score -2.493354e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174771 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -24933634.000000 Penalty: 6014.359375
	Iteration 43Q: 3 clusters Score -2.493363e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174686 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -24933674.000000 Penalty: 6014.359375
	Iteration 44Q: 3 clusters Score -2.493367e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174604 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -24933672.000000 Penalty: 6014.359375
	Iteration 45Q: 3 clusters Score -2.493367e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -24933662.000000 Penalty: 6014.359375
	Iteration 46Q: 3 clusters Score -2.493366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -24933658.000000 Penalty: 6014.359375
	Iteration 47Q: 3 clusters Score -2.493366e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174372 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -24933710.000000 Penalty: 6014.359375
	Iteration 48Q: 3 clusters Score -2.493371e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -24933768.000000 Penalty: 6014.359375
	Iteration 49Q: 3 clusters Score -2.493377e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174203 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -24933776.000000 Penalty: 6014.359375
	Iteration 50Q: 3 clusters Score -2.493378e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174105 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -24933856.000000 Penalty: 6014.359375
	Iteration 51Q: 3 clusters Score -2.493386e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173996 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -24933932.000000 Penalty: 6014.359375
	Iteration 52Q: 3 clusters Score -2.493393e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173896 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -24933966.000000 Penalty: 6014.359375
	Iteration 53Q: 3 clusters Score -2.493397e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173809 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -24933982.000000 Penalty: 6014.359375
	Iteration 54Q: 3 clusters Score -2.493398e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173725 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -24934048.000000 Penalty: 6014.359375
	Iteration 55Q: 3 clusters Score -2.493405e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -24934092.000000 Penalty: 6014.359375
	Iteration 56Q: 3 clusters Score -2.493409e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173550 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -24934092.000000 Penalty: 6014.359375
	Iteration 57Q: 3 clusters Score -2.493409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -24934102.000000 Penalty: 6014.359375
	Iteration 58Q: 3 clusters Score -2.49341e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173388 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -24934090.000000 Penalty: 6014.359375
	Iteration 59Q: 3 clusters Score -2.493409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173313 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -24934142.000000 Penalty: 6014.359375
	Iteration 60F: 3 clusters Score -2.493414e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173242 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -24934158.000000 Penalty: 6014.359375
	Iteration 61Q: 3 clusters Score -2.493416e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -24934186.000000 Penalty: 6014.359375
	Iteration 62Q: 3 clusters Score -2.493419e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173091 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -24934228.000000 Penalty: 6014.359375
	Iteration 63Q: 3 clusters Score -2.493423e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173001 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -24934300.000000 Penalty: 6014.359375
	Iteration 64Q: 3 clusters Score -2.49343e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172909 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -24934308.000000 Penalty: 6014.359375
	Iteration 65Q: 3 clusters Score -2.493431e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -24934308.000000 Penalty: 6014.359375
	Iteration 66Q: 3 clusters Score -2.493431e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172714 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -24934342.000000 Penalty: 6014.359375
	Iteration 67Q: 3 clusters Score -2.493434e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172618 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -24934314.000000 Penalty: 6014.359375
	Iteration 68Q: 3 clusters Score -2.493431e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -24934342.000000 Penalty: 6014.359375
	Iteration 69Q: 3 clusters Score -2.493434e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -24934362.000000 Penalty: 6014.359375
	Iteration 70Q: 3 clusters Score -2.493436e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -24934352.000000 Penalty: 6014.359375
	Iteration 71Q: 3 clusters Score -2.493435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172279 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -24934340.000000 Penalty: 6014.359375
	Iteration 72Q: 3 clusters Score -2.493434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -24934372.000000 Penalty: 6014.359375
	Iteration 73Q: 3 clusters Score -2.493437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172160 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -24934408.000000 Penalty: 6014.359375
	Iteration 74Q: 3 clusters Score -2.493441e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -24934402.000000 Penalty: 6014.359375
	Iteration 75Q: 3 clusters Score -2.49344e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172073 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -24934380.000000 Penalty: 6014.359375
	Iteration 76Q: 3 clusters Score -2.493438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172028 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -24934416.000000 Penalty: 6014.359375
	Iteration 77Q: 3 clusters Score -2.493442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -24934428.000000 Penalty: 6014.359375
	Iteration 78Q: 3 clusters Score -2.493443e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -24934418.000000 Penalty: 6014.359375
	Iteration 79Q: 3 clusters Score -2.493442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171898 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -24934394.000000 Penalty: 6014.359375
	Iteration 80F: 3 clusters Score -2.493439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -24934420.000000 Penalty: 6014.359375
	Iteration 81Q: 3 clusters Score -2.493442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171822 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -24934410.000000 Penalty: 6014.359375
	Iteration 82Q: 3 clusters Score -2.493441e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -24934408.000000 Penalty: 6014.359375
	Iteration 83Q: 3 clusters Score -2.493441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171750 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -24934398.000000 Penalty: 6014.359375
	Iteration 84Q: 3 clusters Score -2.49344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -24934402.000000 Penalty: 6014.359375
	Iteration 85Q: 3 clusters Score -2.49344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -24934414.000000 Penalty: 6014.359375
	Iteration 86Q: 3 clusters Score -2.493441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171684 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -24934432.000000 Penalty: 6014.359375
	Iteration 87Q: 3 clusters Score -2.493443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -24934426.000000 Penalty: 6014.359375
	Iteration 88Q: 3 clusters Score -2.493443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171643 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -24934448.000000 Penalty: 6014.359375
	Iteration 89Q: 3 clusters Score -2.493445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -24934438.000000 Penalty: 6014.359375
	Iteration 90Q: 3 clusters Score -2.493444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -24934440.000000 Penalty: 6014.359375
	Iteration 91Q: 3 clusters Score -2.493444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171573 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -24934426.000000 Penalty: 6014.359375
	Iteration 92Q: 3 clusters Score -2.493443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -24934426.000000 Penalty: 6014.359375
	Iteration 93Q: 3 clusters Score -2.493443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171533 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -24934450.000000 Penalty: 6014.359375
	Iteration 94Q: 3 clusters Score -2.493445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -24934444.000000 Penalty: 6014.359375
	Iteration 95Q: 3 clusters Score -2.493444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -24934438.000000 Penalty: 6014.359375
	Iteration 96Q: 3 clusters Score -2.493444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -24934452.000000 Penalty: 6014.359375
	Iteration 97Q: 3 clusters Score -2.493445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -24934438.000000 Penalty: 6014.359375
	Iteration 98Q: 3 clusters Score -2.493444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -24934422.000000 Penalty: 6014.359375
	Iteration 99Q: 3 clusters Score -2.493442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -24934422.000000 Penalty: 6014.359375
	Iteration 100F: 3 clusters Score -2.493442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -24934440.000000 Penalty: 6014.359375
	Iteration 101Q: 3 clusters Score -2.493444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -24934416.000000 Penalty: 6014.359375
	Iteration 102Q: 3 clusters Score -2.493442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -24934432.000000 Penalty: 6014.359375
	Iteration 103Q: 3 clusters Score -2.493443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -24934408.000000 Penalty: 6014.359375
	Iteration 104Q: 3 clusters Score -2.493441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -24934442.000000 Penalty: 6014.359375
	Iteration 105Q: 3 clusters Score -2.493444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -24934432.000000 Penalty: 6014.359375
	Iteration 106Q: 3 clusters Score -2.493443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171288 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -24934458.000000 Penalty: 6014.359375
	Iteration 107Q: 3 clusters Score -2.493446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171271 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -24934462.000000 Penalty: 6014.359375
	Iteration 108Q: 3 clusters Score -2.493446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -24934472.000000 Penalty: 6014.359375
	Iteration 109Q: 3 clusters Score -2.493447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -24934478.000000 Penalty: 6014.359375
	Iteration 110Q: 3 clusters Score -2.493448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -24934498.000000 Penalty: 6014.359375
	Iteration 111Q: 3 clusters Score -2.49345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -24934486.000000 Penalty: 6014.359375
	Iteration 112Q: 3 clusters Score -2.493449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -24934494.000000 Penalty: 6014.359375
	Iteration 113Q: 3 clusters Score -2.493449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -24934482.000000 Penalty: 6014.359375
	Iteration 114Q: 3 clusters Score -2.493448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -24934500.000000 Penalty: 6014.359375
	Iteration 115Q: 3 clusters Score -2.49345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -24934476.000000 Penalty: 6014.359375
	Iteration 116Q: 3 clusters Score -2.493448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -24934490.000000 Penalty: 6014.359375
	Iteration 117Q: 3 clusters Score -2.493449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171135 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -24934498.000000 Penalty: 6014.359375
	Iteration 118Q: 3 clusters Score -2.49345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -24934492.000000 Penalty: 6014.359375
	Iteration 119Q: 3 clusters Score -2.493449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -24934504.000000 Penalty: 6014.359375
	Iteration 120F: 3 clusters Score -2.49345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -24934514.000000 Penalty: 6014.359375
	Iteration 121Q: 3 clusters Score -2.493451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -24934526.000000 Penalty: 6014.359375
	Iteration 122Q: 3 clusters Score -2.493453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -24934516.000000 Penalty: 6014.359375
	Iteration 123Q: 3 clusters Score -2.493452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171056 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -24934536.000000 Penalty: 6014.359375
	Iteration 124Q: 3 clusters Score -2.493454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -24934532.000000 Penalty: 6014.359375
	Iteration 125Q: 3 clusters Score -2.493453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -24934530.000000 Penalty: 6014.359375
	Iteration 126Q: 3 clusters Score -2.493453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -24934532.000000 Penalty: 6014.359375
	Iteration 127Q: 3 clusters Score -2.493453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -24934534.000000 Penalty: 6014.359375
	Iteration 128Q: 3 clusters Score -2.493453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -24934530.000000 Penalty: 6014.359375
	Iteration 129Q: 3 clusters Score -2.493453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -24934542.000000 Penalty: 6014.359375
	Iteration 130Q: 3 clusters Score -2.493454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -24934570.000000 Penalty: 6014.359375
	Iteration 131Q: 3 clusters Score -2.493457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -24934562.000000 Penalty: 6014.359375
	Iteration 132Q: 3 clusters Score -2.493456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -24934568.000000 Penalty: 6014.359375
	Iteration 133Q: 3 clusters Score -2.493457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -24934560.000000 Penalty: 6014.359375
	Iteration 134Q: 3 clusters Score -2.493456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -24934568.000000 Penalty: 6014.359375
	Iteration 135Q: 3 clusters Score -2.493457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -24934566.000000 Penalty: 6014.359375
	Iteration 136Q: 3 clusters Score -2.493457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -24934584.000000 Penalty: 6014.359375
	Iteration 137Q: 3 clusters Score -2.493458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170972 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -24934576.000000 Penalty: 6014.359375
	Iteration 138Q: 3 clusters Score -2.493458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -24934574.000000 Penalty: 6014.359375
	Iteration 139Q: 3 clusters Score -2.493457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -24934574.000000 Penalty: 6014.359375
	Iteration 140F: 3 clusters Score -2.493457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -24934572.000000 Penalty: 6014.359375
	Iteration 141Q: 3 clusters Score -2.493457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -24934582.000000 Penalty: 6014.359375
	Iteration 142Q: 3 clusters Score -2.493458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -24934582.000000 Penalty: 6014.359375
	Iteration 143F: 3 clusters Score -2.493458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 170962 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 1191 members 
Mstep: Class 23 contains 13597 members 
Entering Unmasked Estep 
Score: -126375424.000000 Penalty: 78551.085938
Splitting cluster 19 changes total score from -126345472.000000 to -126375424.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 3 contains 73735 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 35306 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 205603 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 170962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126382688.000000 Penalty: 78551.085938
Iteration 39Q: 24 clusters Score -1.263827e+08 nChanged 21763
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 73281 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 56346 members 
Mstep: Class 6 contains 22322 members 
Mstep: Class 7 contains 60172 members 
Mstep: Class 8 contains 175917 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 35153 members 
Mstep: Class 12 contains 4583 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 204452 members 
Mstep: Class 15 contains 37967 members 
Mstep: Class 16 contains 986 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 171560 members 
Mstep: Class 20 contains 12431 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 1190 members 
Mstep: Class 23 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126390632.000000 Penalty: 78551.085938
Iteration 40F: 24 clusters Score -1.263906e+08 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 72483 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 56426 members 
Mstep: Class 6 contains 22069 members 
Mstep: Class 7 contains 59752 members 
Mstep: Class 8 contains 178779 members 
Mstep: Class 9 contains 10424 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 34824 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 201420 members 
Mstep: Class 15 contains 37797 members 
Mstep: Class 16 contains 974 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 170796 members 
Mstep: Class 20 contains 12312 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126395472.000000 Penalty: 78551.085938
Iteration 41Q: 24 clusters Score -1.263955e+08 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 71757 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 56488 members 
Mstep: Class 6 contains 21945 members 
Mstep: Class 7 contains 59321 members 
Mstep: Class 8 contains 180962 members 
Mstep: Class 9 contains 10972 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 34495 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 9487 members 
Mstep: Class 14 contains 199112 members 
Mstep: Class 15 contains 37539 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 170160 members 
Mstep: Class 20 contains 12181 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 16052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126398152.000000 Penalty: 78551.085938
Iteration 42Q: 24 clusters Score -1.263982e+08 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 71046 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 56563 members 
Mstep: Class 6 contains 21826 members 
Mstep: Class 7 contains 58905 members 
Mstep: Class 8 contains 182581 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 34188 members 
Mstep: Class 12 contains 7084 members 
Mstep: Class 13 contains 9561 members 
Mstep: Class 14 contains 197341 members 
Mstep: Class 15 contains 37334 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 169560 members 
Mstep: Class 20 contains 12118 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 16927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126400088.000000 Penalty: 78551.085938
Iteration 43Q: 24 clusters Score -1.264001e+08 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 70353 members 
Mstep: Class 4 contains 2683 members 
Mstep: Class 5 contains 56628 members 
Mstep: Class 6 contains 21722 members 
Mstep: Class 7 contains 58496 members 
Mstep: Class 8 contains 183435 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 33937 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 196005 members 
Mstep: Class 15 contains 37177 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 169102 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 17772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126401152.000000 Penalty: 78551.085938
Iteration 44Q: 24 clusters Score -1.264012e+08 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 69639 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 56679 members 
Mstep: Class 6 contains 21640 members 
Mstep: Class 7 contains 58135 members 
Mstep: Class 8 contains 183922 members 
Mstep: Class 9 contains 13058 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 33762 members 
Mstep: Class 12 contains 8024 members 
Mstep: Class 13 contains 9796 members 
Mstep: Class 14 contains 194851 members 
Mstep: Class 15 contains 37039 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 168826 members 
Mstep: Class 20 contains 12079 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 18518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126402880.000000 Penalty: 78551.085938
Iteration 45Q: 24 clusters Score -1.264029e+08 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 68918 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 56712 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 7 contains 57709 members 
Mstep: Class 8 contains 184152 members 
Mstep: Class 9 contains 13804 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 33632 members 
Mstep: Class 12 contains 8311 members 
Mstep: Class 13 contains 9925 members 
Mstep: Class 14 contains 193866 members 
Mstep: Class 15 contains 36903 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 168828 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 19188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126403752.000000 Penalty: 78551.085938
Iteration 46Q: 24 clusters Score -1.264038e+08 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 68176 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 56708 members 
Mstep: Class 6 contains 21546 members 
Mstep: Class 7 contains 57284 members 
Mstep: Class 8 contains 184124 members 
Mstep: Class 9 contains 14635 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 33548 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 10087 members 
Mstep: Class 14 contains 192999 members 
Mstep: Class 15 contains 36810 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 168887 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 759 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 19823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126404552.000000 Penalty: 78551.085938
Iteration 47Q: 24 clusters Score -1.264046e+08 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 67337 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 56699 members 
Mstep: Class 6 contains 21526 members 
Mstep: Class 7 contains 56845 members 
Mstep: Class 8 contains 184082 members 
Mstep: Class 9 contains 15446 members 
Mstep: Class 10 contains 1253 members 
Mstep: Class 11 contains 33496 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 10253 members 
Mstep: Class 14 contains 192249 members 
Mstep: Class 15 contains 36735 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 169030 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 20423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126405632.000000 Penalty: 78551.085938
Iteration 48Q: 24 clusters Score -1.264056e+08 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 66535 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 56705 members 
Mstep: Class 6 contains 21499 members 
Mstep: Class 7 contains 56381 members 
Mstep: Class 8 contains 183821 members 
Mstep: Class 9 contains 16308 members 
Mstep: Class 10 contains 1256 members 
Mstep: Class 11 contains 33459 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 191604 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 169287 members 
Mstep: Class 20 contains 12008 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 20942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126405904.000000 Penalty: 78551.085938
Iteration 49Q: 24 clusters Score -1.264059e+08 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 65790 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 56748 members 
Mstep: Class 6 contains 21471 members 
Mstep: Class 7 contains 55915 members 
Mstep: Class 8 contains 183507 members 
Mstep: Class 9 contains 17162 members 
Mstep: Class 10 contains 1256 members 
Mstep: Class 11 contains 33402 members 
Mstep: Class 12 contains 8846 members 
Mstep: Class 13 contains 10608 members 
Mstep: Class 14 contains 190962 members 
Mstep: Class 15 contains 36693 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 169619 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 21399 members 
Entering Unmasked Estep 
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Score: -126406624.000000 Penalty: 78551.085938
Iteration 50Q: 24 clusters Score -1.264066e+08 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 65020 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 56792 members 
Mstep: Class 6 contains 21449 members 
Mstep: Class 7 contains 55446 members 
Mstep: Class 8 contains 183239 members 
Mstep: Class 9 contains 18041 members 
Mstep: Class 10 contains 1259 members 
Mstep: Class 11 contains 33354 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 10818 members 
Mstep: Class 14 contains 190320 members 
Mstep: Class 15 contains 36657 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 169896 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 21827 members 
Entering Unmasked Estep 
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Score: -126407032.000000 Penalty: 78551.085938
Iteration 51Q: 24 clusters Score -1.26407e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 64191 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 56859 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 54913 members 
Mstep: Class 8 contains 183020 members 
Mstep: Class 9 contains 18927 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 33304 members 
Mstep: Class 12 contains 8987 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 189685 members 
Mstep: Class 15 contains 36654 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 170173 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 22208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126407800.000000 Penalty: 78551.085938
Iteration 52Q: 24 clusters Score -1.264078e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 63381 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 56894 members 
Mstep: Class 6 contains 21416 members 
Mstep: Class 7 contains 54369 members 
Mstep: Class 8 contains 182756 members 
Mstep: Class 9 contains 19806 members 
Mstep: Class 10 contains 1264 members 
Mstep: Class 11 contains 33238 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 11342 members 
Mstep: Class 14 contains 189203 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 170389 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 22544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126408512.000000 Penalty: 78551.085938
Iteration 53Q: 24 clusters Score -1.264085e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 62523 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 56920 members 
Mstep: Class 6 contains 21392 members 
Mstep: Class 7 contains 53850 members 
Mstep: Class 8 contains 182421 members 
Mstep: Class 9 contains 20685 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 33199 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 11647 members 
Mstep: Class 14 contains 188792 members 
Mstep: Class 15 contains 36641 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 170648 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 22823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126409768.000000 Penalty: 78551.085938
Iteration 54Q: 24 clusters Score -1.264098e+08 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 61710 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 56945 members 
Mstep: Class 6 contains 21383 members 
Mstep: Class 7 contains 53329 members 
Mstep: Class 8 contains 182173 members 
Mstep: Class 9 contains 21549 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 33133 members 
Mstep: Class 12 contains 9101 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 188314 members 
Mstep: Class 15 contains 36648 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 170952 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 23040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126410144.000000 Penalty: 78551.085938
Iteration 55Q: 24 clusters Score -1.264101e+08 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 60917 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 56962 members 
Mstep: Class 6 contains 21377 members 
Mstep: Class 7 contains 52778 members 
Mstep: Class 8 contains 181823 members 
Mstep: Class 9 contains 22444 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 33074 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 187940 members 
Mstep: Class 15 contains 36687 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 171225 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 23230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126411016.000000 Penalty: 78551.085938
Iteration 56Q: 24 clusters Score -1.26411e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 60103 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 56987 members 
Mstep: Class 6 contains 21354 members 
Mstep: Class 7 contains 52272 members 
Mstep: Class 8 contains 181452 members 
Mstep: Class 9 contains 23339 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 33024 members 
Mstep: Class 12 contains 9151 members 
Mstep: Class 13 contains 12620 members 
Mstep: Class 14 contains 187658 members 
Mstep: Class 15 contains 36696 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 171456 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 23391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 24 clusters Score -1.26412e+08 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 59186 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 57018 members 
Mstep: Class 6 contains 21341 members 
Mstep: Class 7 contains 51740 members 
Mstep: Class 8 contains 181124 members 
Mstep: Class 9 contains 24226 members 
Mstep: Class 10 contains 1270 members 
Mstep: Class 11 contains 32976 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 12972 members 
Mstep: Class 14 contains 187546 members 
Mstep: Class 15 contains 36664 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 171690 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 23512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126413040.000000 Penalty: 78551.085938
Iteration 58Q: 24 clusters Score -1.26413e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 58342 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 57054 members 
Mstep: Class 6 contains 21344 members 
Mstep: Class 7 contains 51204 members 
Mstep: Class 8 contains 180831 members 
Mstep: Class 9 contains 25069 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 32916 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 13 contains 13322 members 
Mstep: Class 14 contains 187406 members 
Mstep: Class 15 contains 36629 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 171882 members 
Mstep: Class 20 contains 11970 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 23626 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 24 clusters Score -1.264134e+08 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 57437 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 57100 members 
Mstep: Class 6 contains 21335 members 
Mstep: Class 7 contains 50642 members 
Mstep: Class 8 contains 180578 members 
Mstep: Class 9 contains 25889 members 
Mstep: Class 10 contains 1273 members 
Mstep: Class 11 contains 32865 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 187263 members 
Mstep: Class 15 contains 36592 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 172076 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 23735 members 
Entering Unmasked Estep 
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Iteration 60F: 24 clusters Score -1.264141e+08 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 56495 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 57137 members 
Mstep: Class 6 contains 21330 members 
Mstep: Class 7 contains 50057 members 
Mstep: Class 8 contains 180268 members 
Mstep: Class 9 contains 26725 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 32839 members 
Mstep: Class 12 contains 9216 members 
Mstep: Class 13 contains 14225 members 
Mstep: Class 14 contains 187138 members 
Mstep: Class 15 contains 36540 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 172269 members 
Mstep: Class 20 contains 11964 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 23837 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -1.264149e+08 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 55515 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 57135 members 
Mstep: Class 6 contains 21333 members 
Mstep: Class 7 contains 49474 members 
Mstep: Class 8 contains 180078 members 
Mstep: Class 9 contains 27566 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 32803 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 186959 members 
Mstep: Class 15 contains 36497 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 172436 members 
Mstep: Class 20 contains 11955 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 23926 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -1.264157e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 54461 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 57112 members 
Mstep: Class 6 contains 21343 members 
Mstep: Class 7 contains 48894 members 
Mstep: Class 8 contains 180023 members 
Mstep: Class 9 contains 28421 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 32742 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 15273 members 
Mstep: Class 14 contains 186786 members 
Mstep: Class 15 contains 36455 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 204 members 
Mstep: Class 19 contains 172514 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24014 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -1.264166e+08 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 53312 members 
Mstep: Class 4 contains 2701 members 
Mstep: Class 5 contains 57078 members 
Mstep: Class 6 contains 21347 members 
Mstep: Class 7 contains 48295 members 
Mstep: Class 8 contains 179932 members 
Mstep: Class 9 contains 29275 members 
Mstep: Class 10 contains 1274 members 
Mstep: Class 11 contains 32704 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 15910 members 
Mstep: Class 14 contains 186628 members 
Mstep: Class 15 contains 36438 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 172634 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24074 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -1.264175e+08 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 52122 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 57053 members 
Mstep: Class 6 contains 21323 members 
Mstep: Class 7 contains 47746 members 
Mstep: Class 8 contains 179707 members 
Mstep: Class 9 contains 30120 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 32671 members 
Mstep: Class 12 contains 9266 members 
Mstep: Class 13 contains 16572 members 
Mstep: Class 14 contains 186599 members 
Mstep: Class 15 contains 36426 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 2019 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 172754 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 749 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126418832.000000 Penalty: 78551.085938
Iteration 65Q: 24 clusters Score -1.264188e+08 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 51008 members 
Mstep: Class 4 contains 2712 members 
Mstep: Class 5 contains 57023 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 47181 members 
Mstep: Class 8 contains 179502 members 
Mstep: Class 9 contains 30949 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 32647 members 
Mstep: Class 12 contains 9288 members 
Mstep: Class 13 contains 17208 members 
Mstep: Class 14 contains 186534 members 
Mstep: Class 15 contains 36423 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 172878 members 
Mstep: Class 20 contains 11938 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420280.000000 Penalty: 78551.085938
Iteration 66Q: 24 clusters Score -1.264203e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 49878 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 57006 members 
Mstep: Class 6 contains 21226 members 
Mstep: Class 7 contains 46568 members 
Mstep: Class 8 contains 179300 members 
Mstep: Class 9 contains 31706 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 32648 members 
Mstep: Class 12 contains 9301 members 
Mstep: Class 13 contains 17863 members 
Mstep: Class 14 contains 186568 members 
Mstep: Class 15 contains 36430 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 172989 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421232.000000 Penalty: 78551.085938
Iteration 67Q: 24 clusters Score -1.264212e+08 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 48773 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 56985 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 45921 members 
Mstep: Class 8 contains 179128 members 
Mstep: Class 9 contains 32485 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 32634 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 18402 members 
Mstep: Class 14 contains 186648 members 
Mstep: Class 15 contains 36469 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173112 members 
Mstep: Class 20 contains 11919 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422280.000000 Penalty: 78551.085938
Iteration 68Q: 24 clusters Score -1.264223e+08 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 47773 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 56958 members 
Mstep: Class 6 contains 21133 members 
Mstep: Class 7 contains 45345 members 
Mstep: Class 8 contains 178912 members 
Mstep: Class 9 contains 33219 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 32593 members 
Mstep: Class 12 contains 9323 members 
Mstep: Class 13 contains 18846 members 
Mstep: Class 14 contains 186814 members 
Mstep: Class 15 contains 36499 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173164 members 
Mstep: Class 20 contains 11913 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422848.000000 Penalty: 78551.085938
Iteration 69Q: 24 clusters Score -1.264228e+08 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 46867 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 56937 members 
Mstep: Class 6 contains 21087 members 
Mstep: Class 7 contains 44716 members 
Mstep: Class 8 contains 178788 members 
Mstep: Class 9 contains 33967 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 32566 members 
Mstep: Class 12 contains 9342 members 
Mstep: Class 13 contains 19239 members 
Mstep: Class 14 contains 186860 members 
Mstep: Class 15 contains 36513 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173217 members 
Mstep: Class 20 contains 11911 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423584.000000 Penalty: 78551.085938
Iteration 70Q: 24 clusters Score -1.264236e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 46037 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 56935 members 
Mstep: Class 6 contains 21051 members 
Mstep: Class 7 contains 44089 members 
Mstep: Class 8 contains 178748 members 
Mstep: Class 9 contains 34650 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 32551 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 19558 members 
Mstep: Class 14 contains 186883 members 
Mstep: Class 15 contains 36534 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173240 members 
Mstep: Class 20 contains 11910 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424072.000000 Penalty: 78551.085938
Iteration 71Q: 24 clusters Score -1.264241e+08 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 45336 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 56930 members 
Mstep: Class 6 contains 21020 members 
Mstep: Class 7 contains 43487 members 
Mstep: Class 8 contains 178717 members 
Mstep: Class 9 contains 35301 members 
Mstep: Class 10 contains 1276 members 
Mstep: Class 11 contains 32539 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 19803 members 
Mstep: Class 14 contains 186860 members 
Mstep: Class 15 contains 36556 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173206 members 
Mstep: Class 20 contains 11905 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424584.000000 Penalty: 78551.085938
Iteration 72Q: 24 clusters Score -1.264246e+08 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 44705 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 56922 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 42907 members 
Mstep: Class 8 contains 178598 members 
Mstep: Class 9 contains 35908 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 32520 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 20024 members 
Mstep: Class 14 contains 186883 members 
Mstep: Class 15 contains 36582 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173212 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424992.000000 Penalty: 78551.085938
Iteration 73Q: 24 clusters Score -1.26425e+08 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 44157 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 56922 members 
Mstep: Class 6 contains 20955 members 
Mstep: Class 7 contains 42327 members 
Mstep: Class 8 contains 178485 members 
Mstep: Class 9 contains 36487 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 32492 members 
Mstep: Class 12 contains 9338 members 
Mstep: Class 13 contains 20189 members 
Mstep: Class 14 contains 186844 members 
Mstep: Class 15 contains 36618 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173246 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425480.000000 Penalty: 78551.085938
Iteration 74Q: 24 clusters Score -1.264255e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 43660 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 56905 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 41808 members 
Mstep: Class 8 contains 178396 members 
Mstep: Class 9 contains 37012 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 32491 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 20326 members 
Mstep: Class 14 contains 186738 members 
Mstep: Class 15 contains 36646 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173297 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425208.000000 Penalty: 78551.085938
Iteration 75Q: 24 clusters Score -1.264252e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 56898 members 
Mstep: Class 6 contains 20908 members 
Mstep: Class 7 contains 41240 members 
Mstep: Class 8 contains 178334 members 
Mstep: Class 9 contains 37505 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 32485 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 20438 members 
Mstep: Class 14 contains 186624 members 
Mstep: Class 15 contains 36671 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173373 members 
Mstep: Class 20 contains 11881 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425536.000000 Penalty: 78551.085938
Iteration 76Q: 24 clusters Score -1.264255e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42827 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 56861 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 40706 members 
Mstep: Class 8 contains 178323 members 
Mstep: Class 9 contains 37935 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 32466 members 
Mstep: Class 12 contains 9355 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 186480 members 
Mstep: Class 15 contains 36706 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173407 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426088.000000 Penalty: 78551.085938
Iteration 77Q: 24 clusters Score -1.264261e+08 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42497 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 56837 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 178307 members 
Mstep: Class 9 contains 38366 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 32456 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 20587 members 
Mstep: Class 14 contains 186412 members 
Mstep: Class 15 contains 36721 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173371 members 
Mstep: Class 20 contains 11874 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426632.000000 Penalty: 78551.085938
Iteration 78Q: 24 clusters Score -1.264266e+08 nChanged 3464
Entering ConstructFrom: 
Score: -126426632.000000 Penalty: 78551.085938
Entering ConstructFrom: 
Trying to split cluster 1 (73231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Entering Unmasked Estep 
Score: -9874570.000000 Penalty: 2777.940674
	Iteration 0F: 2 clusters Score -9874570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -9825638.000000 Penalty: 5555.881348
	Iteration 0F: 3 clusters Score -9825638 nChanged 34234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -9844853.000000 Penalty: 5555.881348
	Iteration 1F: 3 clusters Score -9844853 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -9845557.000000 Penalty: 5555.881348
	Iteration 2Q: 3 clusters Score -9845557 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -9846099.000000 Penalty: 5555.881348
	Iteration 3Q: 3 clusters Score -9846099 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -9846719.000000 Penalty: 5555.881348
	Iteration 4Q: 3 clusters Score -9846719 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -9847501.000000 Penalty: 5555.881348
	Iteration 5Q: 3 clusters Score -9847501 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -9848702.000000 Penalty: 5555.881348
	Iteration 6Q: 3 clusters Score -9848702 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -9850641.000000 Penalty: 5555.881348
	Iteration 7Q: 3 clusters Score -9850641 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -9853448.000000 Penalty: 5555.881348
	Iteration 8F: 3 clusters Score -9853448 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -9857179.000000 Penalty: 5555.881348
	Iteration 9F: 3 clusters Score -9857179 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -9861238.000000 Penalty: 5555.881348
	Iteration 10F: 3 clusters Score -9861238 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -9864212.000000 Penalty: 5555.881348
	Iteration 11F: 3 clusters Score -9864212 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -9865917.000000 Penalty: 5555.881348
	Iteration 12Q: 3 clusters Score -9865917 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9866809.000000 Penalty: 5555.881348
	Iteration 13Q: 3 clusters Score -9866809 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -9867427.000000 Penalty: 5555.881348
	Iteration 14Q: 3 clusters Score -9867427 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -9867953.000000 Penalty: 5555.881348
	Iteration 15Q: 3 clusters Score -9867953 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9868346.000000 Penalty: 5555.881348
	Iteration 16Q: 3 clusters Score -9868346 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -9868858.000000 Penalty: 5555.881348
	Iteration 17Q: 3 clusters Score -9868858 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -9869266.000000 Penalty: 5555.881348
	Iteration 18Q: 3 clusters Score -9869266 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -9869694.000000 Penalty: 5555.881348
	Iteration 19Q: 3 clusters Score -9869694 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -9870000.000000 Penalty: 5555.881348
	Iteration 20F: 3 clusters Score -9870000 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -9870322.000000 Penalty: 5555.881348
	Iteration 21Q: 3 clusters Score -9870322 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -9870648.000000 Penalty: 5555.881348
	Iteration 22Q: 3 clusters Score -9870648 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -9870830.000000 Penalty: 5555.881348
	Iteration 23Q: 3 clusters Score -9870830 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -9871006.000000 Penalty: 5555.881348
	Iteration 24Q: 3 clusters Score -9871006 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -9871168.000000 Penalty: 5555.881348
	Iteration 25Q: 3 clusters Score -9871168 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -9871308.000000 Penalty: 5555.881348
	Iteration 26Q: 3 clusters Score -9871308 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -9871476.000000 Penalty: 5555.881348
	Iteration 27Q: 3 clusters Score -9871476 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -9871592.000000 Penalty: 5555.881348
	Iteration 28Q: 3 clusters Score -9871592 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -9871718.000000 Penalty: 5555.881348
	Iteration 29Q: 3 clusters Score -9871718 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -9871859.000000 Penalty: 5555.881348
	Iteration 30Q: 3 clusters Score -9871859 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -9871967.000000 Penalty: 5555.881348
	Iteration 31Q: 3 clusters Score -9871967 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -9872042.000000 Penalty: 5555.881348
	Iteration 32Q: 3 clusters Score -9872042 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -9872131.000000 Penalty: 5555.881348
	Iteration 33Q: 3 clusters Score -9872131 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -9872240.000000 Penalty: 5555.881348
	Iteration 34Q: 3 clusters Score -9872240 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -9872371.000000 Penalty: 5555.881348
	Iteration 35Q: 3 clusters Score -9872371 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -9872469.000000 Penalty: 5555.881348
	Iteration 36Q: 3 clusters Score -9872469 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -9872563.000000 Penalty: 5555.881348
	Iteration 37Q: 3 clusters Score -9872563 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -9872675.000000 Penalty: 5555.881348
	Iteration 38Q: 3 clusters Score -9872675 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -9872727.000000 Penalty: 5555.881348
	Iteration 39Q: 3 clusters Score -9872727 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -9872832.000000 Penalty: 5555.881348
	Iteration 40F: 3 clusters Score -9872832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -9872884.000000 Penalty: 5555.881348
	Iteration 41Q: 3 clusters Score -9872884 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -9872951.000000 Penalty: 5555.881348
	Iteration 42Q: 3 clusters Score -9872951 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -9872968.000000 Penalty: 5555.881348
	Iteration 43Q: 3 clusters Score -9872968 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -9873020.000000 Penalty: 5555.881348
	Iteration 44Q: 3 clusters Score -9873020 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -9873016.000000 Penalty: 5555.881348
	Iteration 45Q: 3 clusters Score -9873016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -9873064.000000 Penalty: 5555.881348
	Iteration 46Q: 3 clusters Score -9873064 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -9873061.000000 Penalty: 5555.881348
	Iteration 47Q: 3 clusters Score -9873061 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -9873085.000000 Penalty: 5555.881348
	Iteration 48Q: 3 clusters Score -9873085 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -9873128.000000 Penalty: 5555.881348
	Iteration 49Q: 3 clusters Score -9873128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -9873134.000000 Penalty: 5555.881348
	Iteration 50Q: 3 clusters Score -9873134 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -9873150.000000 Penalty: 5555.881348
	Iteration 51Q: 3 clusters Score -9873150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -9873168.000000 Penalty: 5555.881348
	Iteration 52Q: 3 clusters Score -9873168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9873165.000000 Penalty: 5555.881348
	Iteration 53Q: 3 clusters Score -9873165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -9873167.000000 Penalty: 5555.881348
	Iteration 54Q: 3 clusters Score -9873167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -9873194.000000 Penalty: 5555.881348
	Iteration 55Q: 3 clusters Score -9873194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -9873188.000000 Penalty: 5555.881348
	Iteration 56Q: 3 clusters Score -9873188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -9873189.000000 Penalty: 5555.881348
	Iteration 57Q: 3 clusters Score -9873189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -9873192.000000 Penalty: 5555.881348
	Iteration 58Q: 3 clusters Score -9873192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -9873190.000000 Penalty: 5555.881348
	Iteration 59Q: 3 clusters Score -9873190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -9873212.000000 Penalty: 5555.881348
	Iteration 60F: 3 clusters Score -9873212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -9873197.000000 Penalty: 5555.881348
	Iteration 61Q: 3 clusters Score -9873197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -9873195.000000 Penalty: 5555.881348
	Iteration 62Q: 3 clusters Score -9873195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -9873205.000000 Penalty: 5555.881348
	Iteration 63Q: 3 clusters Score -9873205 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -9873226.000000 Penalty: 5555.881348
	Iteration 64Q: 3 clusters Score -9873226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -9873235.000000 Penalty: 5555.881348
	Iteration 65Q: 3 clusters Score -9873235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -9873252.000000 Penalty: 5555.881348
	Iteration 66Q: 3 clusters Score -9873252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -9873259.000000 Penalty: 5555.881348
	Iteration 67Q: 3 clusters Score -9873259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -9873257.000000 Penalty: 5555.881348
	Iteration 68Q: 3 clusters Score -9873257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -9873274.000000 Penalty: 5555.881348
	Iteration 69Q: 3 clusters Score -9873274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -9873281.000000 Penalty: 5555.881348
	Iteration 70Q: 3 clusters Score -9873281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -9873289.000000 Penalty: 5555.881348
	Iteration 71Q: 3 clusters Score -9873289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -9873305.000000 Penalty: 5555.881348
	Iteration 72Q: 3 clusters Score -9873305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -9873320.000000 Penalty: 5555.881348
	Iteration 73Q: 3 clusters Score -9873320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -9873302.000000 Penalty: 5555.881348
	Iteration 74Q: 3 clusters Score -9873302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -9873316.000000 Penalty: 5555.881348
	Iteration 75Q: 3 clusters Score -9873316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -9873291.000000 Penalty: 5555.881348
	Iteration 76Q: 3 clusters Score -9873291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -9873295.000000 Penalty: 5555.881348
	Iteration 77Q: 3 clusters Score -9873295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -9873296.000000 Penalty: 5555.881348
	Iteration 78Q: 3 clusters Score -9873296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -9873296.000000 Penalty: 5555.881348
	Iteration 79Q: 3 clusters Score -9873296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -9873308.000000 Penalty: 5555.881348
	Iteration 80F: 3 clusters Score -9873308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -9873307.000000 Penalty: 5555.881348
	Iteration 81Q: 3 clusters Score -9873307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -9873319.000000 Penalty: 5555.881348
	Iteration 82Q: 3 clusters Score -9873319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -9873319.000000 Penalty: 5555.881348
	Iteration 83Q: 3 clusters Score -9873319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -9873329.000000 Penalty: 5555.881348
	Iteration 84Q: 3 clusters Score -9873329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -9873326.000000 Penalty: 5555.881348
	Iteration 85Q: 3 clusters Score -9873326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -9873323.000000 Penalty: 5555.881348
	Iteration 86Q: 3 clusters Score -9873323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -9873322.000000 Penalty: 5555.881348
	Iteration 87Q: 3 clusters Score -9873322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -9873332.000000 Penalty: 5555.881348
	Iteration 88Q: 3 clusters Score -9873332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -9873320.000000 Penalty: 5555.881348
	Iteration 89Q: 3 clusters Score -9873320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -9873326.000000 Penalty: 5555.881348
	Iteration 90Q: 3 clusters Score -9873326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -9873321.000000 Penalty: 5555.881348
	Iteration 91Q: 3 clusters Score -9873321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -9873330.000000 Penalty: 5555.881348
	Iteration 92Q: 3 clusters Score -9873330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -9873337.000000 Penalty: 5555.881348
	Iteration 93Q: 3 clusters Score -9873337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -9873341.000000 Penalty: 5555.881348
	Iteration 94Q: 3 clusters Score -9873341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -9873334.000000 Penalty: 5555.881348
	Iteration 95Q: 3 clusters Score -9873334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -9873328.000000 Penalty: 5555.881348
	Iteration 96Q: 3 clusters Score -9873328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -9873335.000000 Penalty: 5555.881348
	Iteration 97Q: 3 clusters Score -9873335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -9873342.000000 Penalty: 5555.881348
	Iteration 98Q: 3 clusters Score -9873342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -9873344.000000 Penalty: 5555.881348
	Iteration 99Q: 3 clusters Score -9873344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -9873346.000000 Penalty: 5555.881348
	Iteration 100F: 3 clusters Score -9873346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -9873339.000000 Penalty: 5555.881348
	Iteration 101Q: 3 clusters Score -9873339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -9873329.000000 Penalty: 5555.881348
	Iteration 102Q: 3 clusters Score -9873329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -9873333.000000 Penalty: 5555.881348
	Iteration 103Q: 3 clusters Score -9873333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -9873330.000000 Penalty: 5555.881348
	Iteration 104Q: 3 clusters Score -9873330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -9873339.000000 Penalty: 5555.881348
	Iteration 105Q: 3 clusters Score -9873339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -9873339.000000 Penalty: 5555.881348
	Iteration 106Q: 3 clusters Score -9873339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -9873347.000000 Penalty: 5555.881348
	Iteration 107Q: 3 clusters Score -9873347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -9873352.000000 Penalty: 5555.881348
	Iteration 108Q: 3 clusters Score -9873352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -9873353.000000 Penalty: 5555.881348
	Iteration 109Q: 3 clusters Score -9873353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -9873355.000000 Penalty: 5555.881348
	Iteration 110Q: 3 clusters Score -9873355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -9873349.000000 Penalty: 5555.881348
	Iteration 111Q: 3 clusters Score -9873349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -9873350.000000 Penalty: 5555.881348
	Iteration 112Q: 3 clusters Score -9873350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -9873350.000000 Penalty: 5555.881348
	Iteration 113Q: 3 clusters Score -9873350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -9873353.000000 Penalty: 5555.881348
	Iteration 114Q: 3 clusters Score -9873353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -9873347.000000 Penalty: 5555.881348
	Iteration 115Q: 3 clusters Score -9873347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -9873346.000000 Penalty: 5555.881348
	Iteration 116Q: 3 clusters Score -9873346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -9873353.000000 Penalty: 5555.881348
	Iteration 117Q: 3 clusters Score -9873353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -9873350.000000 Penalty: 5555.881348
	Iteration 118Q: 3 clusters Score -9873350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -9873344.000000 Penalty: 5555.881348
	Iteration 119Q: 3 clusters Score -9873344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -9873337.000000 Penalty: 5555.881348
	Iteration 120F: 3 clusters Score -9873337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -9873345.000000 Penalty: 5555.881348
	Iteration 121Q: 3 clusters Score -9873345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -9873348.000000 Penalty: 5555.881348
	Iteration 122Q: 3 clusters Score -9873348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -9873346.000000 Penalty: 5555.881348
	Iteration 123Q: 3 clusters Score -9873346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -9873347.000000 Penalty: 5555.881348
	Iteration 124Q: 3 clusters Score -9873347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -9873348.000000 Penalty: 5555.881348
	Iteration 125Q: 3 clusters Score -9873348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -9873348.000000 Penalty: 5555.881348
	Iteration 126Q: 3 clusters Score -9873348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -9873348.000000 Penalty: 5555.881348
	Iteration 127F: 3 clusters Score -9873348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -326121.312500 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -326121.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -323269.593750 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -323269.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323824.375000 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -323824.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -323963.937500 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -323963.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -324030.218750 Penalty: 3865.823486
	Iteration 3Q: 3 clusters Score -324030.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -324068.375000 Penalty: 3865.823486
	Iteration 4Q: 3 clusters Score -324068.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -324098.906250 Penalty: 3865.823486
	Iteration 5Q: 3 clusters Score -324098.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -324117.250000 Penalty: 3865.823486
	Iteration 6Q: 3 clusters Score -324117.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -324136.625000 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -324136.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -324149.718750 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -324149.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324156.875000 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -324156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -324158.906250 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -324158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -324161.406250 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -324161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -324162.656250 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -324162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -324163.718750 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -324163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -324164.781250 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -324164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -324165.156250 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -324165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -324165.156250 Penalty: 3865.823486
	Iteration 16F: 3 clusters Score -324165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Entering Unmasked Estep 
Score: -5770177.000000 Penalty: 2641.308105
	Iteration 0F: 2 clusters Score -5770177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5741777.000000 Penalty: 5282.616211
	Iteration 0F: 3 clusters Score -5741777 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5752449.000000 Penalty: 5282.616211
	Iteration 1F: 3 clusters Score -5752449 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -5753140.000000 Penalty: 5282.616211
	Iteration 2Q: 3 clusters Score -5753140 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5753918.000000 Penalty: 5282.616211
	Iteration 3Q: 3 clusters Score -5753918 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -5755066.500000 Penalty: 5282.616211
	Iteration 4F: 3 clusters Score -5755066 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5756871.500000 Penalty: 5282.616211
	Iteration 5F: 3 clusters Score -5756872 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5759429.500000 Penalty: 5282.616211
	Iteration 6F: 3 clusters Score -5759430 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5762212.500000 Penalty: 5282.616211
	Iteration 7F: 3 clusters Score -5762212 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5764810.000000 Penalty: 5282.616211
	Iteration 8F: 3 clusters Score -5764810 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5766371.000000 Penalty: 5282.616211
	Iteration 9Q: 3 clusters Score -5766371 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5767081.500000 Penalty: 5282.616211
	Iteration 10Q: 3 clusters Score -5767082 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5767324.500000 Penalty: 5282.616211
	Iteration 11Q: 3 clusters Score -5767324 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5767479.500000 Penalty: 5282.616211
	Iteration 12Q: 3 clusters Score -5767480 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5767540.500000 Penalty: 5282.616211
	Iteration 13Q: 3 clusters Score -5767540 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5767595.000000 Penalty: 5282.616211
	Iteration 14Q: 3 clusters Score -5767595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5767642.000000 Penalty: 5282.616211
	Iteration 15Q: 3 clusters Score -5767642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5767658.000000 Penalty: 5282.616211
	Iteration 16Q: 3 clusters Score -5767658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5767692.500000 Penalty: 5282.616211
	Iteration 17Q: 3 clusters Score -5767692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5767712.000000 Penalty: 5282.616211
	Iteration 18Q: 3 clusters Score -5767712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5767732.000000 Penalty: 5282.616211
	Iteration 19Q: 3 clusters Score -5767732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5767762.000000 Penalty: 5282.616211
	Iteration 20F: 3 clusters Score -5767762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5767797.500000 Penalty: 5282.616211
	Iteration 21Q: 3 clusters Score -5767798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5767823.500000 Penalty: 5282.616211
	Iteration 22Q: 3 clusters Score -5767824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5767835.000000 Penalty: 5282.616211
	Iteration 23Q: 3 clusters Score -5767835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5767846.000000 Penalty: 5282.616211
	Iteration 24Q: 3 clusters Score -5767846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5767852.000000 Penalty: 5282.616211
	Iteration 25Q: 3 clusters Score -5767852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5767861.500000 Penalty: 5282.616211
	Iteration 26Q: 3 clusters Score -5767862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5767861.500000 Penalty: 5282.616211
	Iteration 27Q: 3 clusters Score -5767862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5767887.500000 Penalty: 5282.616211
	Iteration 28Q: 3 clusters Score -5767888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5767897.500000 Penalty: 5282.616211
	Iteration 29Q: 3 clusters Score -5767898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5767916.000000 Penalty: 5282.616211
	Iteration 30Q: 3 clusters Score -5767916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5767924.000000 Penalty: 5282.616211
	Iteration 31Q: 3 clusters Score -5767924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5767942.500000 Penalty: 5282.616211
	Iteration 32Q: 3 clusters Score -5767942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5767940.000000 Penalty: 5282.616211
	Iteration 33Q: 3 clusters Score -5767940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5767949.500000 Penalty: 5282.616211
	Iteration 34Q: 3 clusters Score -5767950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5767959.000000 Penalty: 5282.616211
	Iteration 35Q: 3 clusters Score -5767959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5767950.000000 Penalty: 5282.616211
	Iteration 36Q: 3 clusters Score -5767950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5767959.500000 Penalty: 5282.616211
	Iteration 37Q: 3 clusters Score -5767960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5767964.000000 Penalty: 5282.616211
	Iteration 38Q: 3 clusters Score -5767964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5767962.000000 Penalty: 5282.616211
	Iteration 39Q: 3 clusters Score -5767962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5767967.000000 Penalty: 5282.616211
	Iteration 40F: 3 clusters Score -5767967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5767965.500000 Penalty: 5282.616211
	Iteration 41Q: 3 clusters Score -5767966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5767963.000000 Penalty: 5282.616211
	Iteration 42Q: 3 clusters Score -5767963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5767974.000000 Penalty: 5282.616211
	Iteration 43Q: 3 clusters Score -5767974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5767969.500000 Penalty: 5282.616211
	Iteration 44Q: 3 clusters Score -5767970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5767980.500000 Penalty: 5282.616211
	Iteration 45Q: 3 clusters Score -5767980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5767984.500000 Penalty: 5282.616211
	Iteration 46Q: 3 clusters Score -5767984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5767985.500000 Penalty: 5282.616211
	Iteration 47Q: 3 clusters Score -5767986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5767985.500000 Penalty: 5282.616211
	Iteration 48Q: 3 clusters Score -5767986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5767984.500000 Penalty: 5282.616211
	Iteration 49Q: 3 clusters Score -5767984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5767985.500000 Penalty: 5282.616211
	Iteration 50Q: 3 clusters Score -5767986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5767984.500000 Penalty: 5282.616211
	Iteration 51Q: 3 clusters Score -5767984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5767985.500000 Penalty: 5282.616211
	Iteration 52Q: 3 clusters Score -5767986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5767985.500000 Penalty: 5282.616211
	Iteration 53Q: 3 clusters Score -5767986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5767982.500000 Penalty: 5282.616211
	Iteration 54Q: 3 clusters Score -5767982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5767983.500000 Penalty: 5282.616211
	Iteration 55Q: 3 clusters Score -5767984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5767980.000000 Penalty: 5282.616211
	Iteration 56Q: 3 clusters Score -5767980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5767989.500000 Penalty: 5282.616211
	Iteration 57Q: 3 clusters Score -5767990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5767987.500000 Penalty: 5282.616211
	Iteration 58Q: 3 clusters Score -5767988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5767986.500000 Penalty: 5282.616211
	Iteration 59Q: 3 clusters Score -5767986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5767988.000000 Penalty: 5282.616211
	Iteration 60F: 3 clusters Score -5767988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5767988.500000 Penalty: 5282.616211
	Iteration 61Q: 3 clusters Score -5767988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5767989.500000 Penalty: 5282.616211
	Iteration 62Q: 3 clusters Score -5767990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5767992.500000 Penalty: 5282.616211
	Iteration 63Q: 3 clusters Score -5767992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5767992.500000 Penalty: 5282.616211
	Iteration 64F: 3 clusters Score -5767992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -369410.312500 Penalty: 1957.790894
	Iteration 0F: 2 clusters Score -369410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -366338.031250 Penalty: 3915.581787
	Iteration 0F: 3 clusters Score -366338 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366901.312500 Penalty: 3915.581787
	Iteration 1F: 3 clusters Score -366901.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -367020.218750 Penalty: 3915.581787
	Iteration 2F: 3 clusters Score -367020.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -367090.281250 Penalty: 3915.581787
	Iteration 3Q: 3 clusters Score -367090.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367136.812500 Penalty: 3915.581787
	Iteration 4Q: 3 clusters Score -367136.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -367171.625000 Penalty: 3915.581787
	Iteration 5Q: 3 clusters Score -367171.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -367195.625000 Penalty: 3915.581787
	Iteration 6Q: 3 clusters Score -367195.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -367211.968750 Penalty: 3915.581787
	Iteration 7Q: 3 clusters Score -367212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -367223.281250 Penalty: 3915.581787
	Iteration 8Q: 3 clusters Score -367223.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -367236.968750 Penalty: 3915.581787
	Iteration 9Q: 3 clusters Score -367237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -367245.500000 Penalty: 3915.581787
	Iteration 10Q: 3 clusters Score -367245.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367253.593750 Penalty: 3915.581787
	Iteration 11Q: 3 clusters Score -367253.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367258.406250 Penalty: 3915.581787
	Iteration 12Q: 3 clusters Score -367258.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367263.187500 Penalty: 3915.581787
	Iteration 13Q: 3 clusters Score -367263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -367266.656250 Penalty: 3915.581787
	Iteration 14Q: 3 clusters Score -367266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -367269.125000 Penalty: 3915.581787
	Iteration 15Q: 3 clusters Score -367269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367272.125000 Penalty: 3915.581787
	Iteration 16Q: 3 clusters Score -367272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -367275.218750 Penalty: 3915.581787
	Iteration 17Q: 3 clusters Score -367275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -367278.093750 Penalty: 3915.581787
	Iteration 18Q: 3 clusters Score -367278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -367279.906250 Penalty: 3915.581787
	Iteration 19Q: 3 clusters Score -367279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -367280.031250 Penalty: 3915.581787
	Iteration 20F: 3 clusters Score -367280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -367281.218750 Penalty: 3915.581787
	Iteration 21Q: 3 clusters Score -367281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -367281.375000 Penalty: 3915.581787
	Iteration 22Q: 3 clusters Score -367281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -367282.062500 Penalty: 3915.581787
	Iteration 23Q: 3 clusters Score -367282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -367282.218750 Penalty: 3915.581787
	Iteration 24Q: 3 clusters Score -367282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367282.843750 Penalty: 3915.581787
	Iteration 25Q: 3 clusters Score -367282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -367283.000000 Penalty: 3915.581787
	Iteration 26Q: 3 clusters Score -367283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367283.500000 Penalty: 3915.581787
	Iteration 27Q: 3 clusters Score -367283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -367284.343750 Penalty: 3915.581787
	Iteration 28Q: 3 clusters Score -367284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -367285.500000 Penalty: 3915.581787
	Iteration 29Q: 3 clusters Score -367285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -367286.375000 Penalty: 3915.581787
	Iteration 30Q: 3 clusters Score -367286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -367286.562500 Penalty: 3915.581787
	Iteration 31Q: 3 clusters Score -367286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -367286.937500 Penalty: 3915.581787
	Iteration 32Q: 3 clusters Score -367286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -367286.937500 Penalty: 3915.581787
	Iteration 33F: 3 clusters Score -367286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Entering Unmasked Estep 
Score: -7409197.000000 Penalty: 2714.858398
	Iteration 0F: 2 clusters Score -7409197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -7371072.500000 Penalty: 5429.716797
	Iteration 0F: 3 clusters Score -7371072 nChanged 26412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -7387384.500000 Penalty: 5429.716797
	Iteration 1F: 3 clusters Score -7387384 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -7390372.500000 Penalty: 5429.716797
	Iteration 2F: 3 clusters Score -7390372 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7394466.000000 Penalty: 5429.716797
	Iteration 3F: 3 clusters Score -7394466 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7399196.000000 Penalty: 5429.716797
	Iteration 4F: 3 clusters Score -7399196 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -7403934.000000 Penalty: 5429.716797
	Iteration 5F: 3 clusters Score -7403934 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -7407649.500000 Penalty: 5429.716797
	Iteration 6F: 3 clusters Score -7407650 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -7410245.000000 Penalty: 5429.716797
	Iteration 7Q: 3 clusters Score -7410245 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7411602.000000 Penalty: 5429.716797
	Iteration 8Q: 3 clusters Score -7411602 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -7411940.500000 Penalty: 5429.716797
	Iteration 9Q: 3 clusters Score -7411940 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -7412134.000000 Penalty: 5429.716797
	Iteration 10Q: 3 clusters Score -7412134 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -7412252.500000 Penalty: 5429.716797
	Iteration 11Q: 3 clusters Score -7412252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -7412315.000000 Penalty: 5429.716797
	Iteration 12Q: 3 clusters Score -7412315 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -7412346.500000 Penalty: 5429.716797
	Iteration 13Q: 3 clusters Score -7412346 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -7412373.000000 Penalty: 5429.716797
	Iteration 14Q: 3 clusters Score -7412373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -7412397.500000 Penalty: 5429.716797
	Iteration 15Q: 3 clusters Score -7412398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -7412422.000000 Penalty: 5429.716797
	Iteration 16Q: 3 clusters Score -7412422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -7412439.000000 Penalty: 5429.716797
	Iteration 17Q: 3 clusters Score -7412439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -7412443.500000 Penalty: 5429.716797
	Iteration 18Q: 3 clusters Score -7412444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -7412441.500000 Penalty: 5429.716797
	Iteration 19Q: 3 clusters Score -7412442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -7412447.000000 Penalty: 5429.716797
	Iteration 20F: 3 clusters Score -7412447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -7412451.000000 Penalty: 5429.716797
	Iteration 21Q: 3 clusters Score -7412451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -7412448.500000 Penalty: 5429.716797
	Iteration 22Q: 3 clusters Score -7412448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -7412463.500000 Penalty: 5429.716797
	Iteration 23Q: 3 clusters Score -7412464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -7412467.500000 Penalty: 5429.716797
	Iteration 24Q: 3 clusters Score -7412468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -7412467.500000 Penalty: 5429.716797
	Iteration 25Q: 3 clusters Score -7412468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -7412467.000000 Penalty: 5429.716797
	Iteration 26Q: 3 clusters Score -7412467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -7412476.500000 Penalty: 5429.716797
	Iteration 27Q: 3 clusters Score -7412476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -7412487.500000 Penalty: 5429.716797
	Iteration 28Q: 3 clusters Score -7412488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -7412494.000000 Penalty: 5429.716797
	Iteration 29Q: 3 clusters Score -7412494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -7412488.500000 Penalty: 5429.716797
	Iteration 30Q: 3 clusters Score -7412488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -7412488.000000 Penalty: 5429.716797
	Iteration 31Q: 3 clusters Score -7412488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -7412493.500000 Penalty: 5429.716797
	Iteration 32Q: 3 clusters Score -7412494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -7412495.000000 Penalty: 5429.716797
	Iteration 33Q: 3 clusters Score -7412495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -7412498.500000 Penalty: 5429.716797
	Iteration 34Q: 3 clusters Score -7412498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -7412497.000000 Penalty: 5429.716797
	Iteration 35Q: 3 clusters Score -7412497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -7412497.000000 Penalty: 5429.716797
	Iteration 36Q: 3 clusters Score -7412497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -7412492.000000 Penalty: 5429.716797
	Iteration 37Q: 3 clusters Score -7412492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -7412488.000000 Penalty: 5429.716797
	Iteration 38Q: 3 clusters Score -7412488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7412480.000000 Penalty: 5429.716797
	Iteration 39Q: 3 clusters Score -7412480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7412485.500000 Penalty: 5429.716797
	Iteration 40F: 3 clusters Score -7412486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7412487.000000 Penalty: 5429.716797
	Iteration 41Q: 3 clusters Score -7412487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7412487.000000 Penalty: 5429.716797
	Iteration 42F: 3 clusters Score -7412487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42211 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20891 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 178236 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173322 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24791 members 
Mstep: Class 24 contains 53719 members 
Entering Unmasked Estep 
Score: -126429568.000000 Penalty: 81966.351562
Splitting cluster 5 changes total score from -126426632.000000 to -126429568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (20891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Entering Unmasked Estep 
Score: -2696549.250000 Penalty: 2466.874268
	Iteration 0F: 2 clusters Score -2696549 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 10380 members 
Entering Unmasked Estep 
Score: -2681922.750000 Penalty: 4933.748535
	Iteration 0F: 3 clusters Score -2681923 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2687000.500000 Penalty: 4933.748535
	Iteration 1F: 3 clusters Score -2687000 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2687732.250000 Penalty: 4933.748535
	Iteration 2F: 3 clusters Score -2687732 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2688374.250000 Penalty: 4933.748535
	Iteration 3F: 3 clusters Score -2688374 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2688950.250000 Penalty: 4933.748535
	Iteration 4F: 3 clusters Score -2688950 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2689383.250000 Penalty: 4933.748535
	Iteration 5Q: 3 clusters Score -2689383 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2689708.000000 Penalty: 4933.748535
	Iteration 6Q: 3 clusters Score -2689708 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2690009.250000 Penalty: 4933.748535
	Iteration 7Q: 3 clusters Score -2690009 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2690208.250000 Penalty: 4933.748535
	Iteration 8Q: 3 clusters Score -2690208 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2690426.500000 Penalty: 4933.748535
	Iteration 9Q: 3 clusters Score -2690426 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2690606.250000 Penalty: 4933.748535
	Iteration 10Q: 3 clusters Score -2690606 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2690759.000000 Penalty: 4933.748535
	Iteration 11Q: 3 clusters Score -2690759 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2690885.750000 Penalty: 4933.748535
	Iteration 12Q: 3 clusters Score -2690886 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2691006.250000 Penalty: 4933.748535
	Iteration 13Q: 3 clusters Score -2691006 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2691140.000000 Penalty: 4933.748535
	Iteration 14Q: 3 clusters Score -2691140 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2691246.000000 Penalty: 4933.748535
	Iteration 15Q: 3 clusters Score -2691246 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2691378.500000 Penalty: 4933.748535
	Iteration 16Q: 3 clusters Score -2691378 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2691532.250000 Penalty: 4933.748535
	Iteration 17Q: 3 clusters Score -2691532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2691717.000000 Penalty: 4933.748535
	Iteration 18Q: 3 clusters Score -2691717 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2691880.500000 Penalty: 4933.748535
	Iteration 19Q: 3 clusters Score -2691880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2692046.500000 Penalty: 4933.748535
	Iteration 20F: 3 clusters Score -2692046 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2692187.500000 Penalty: 4933.748535
	Iteration 21Q: 3 clusters Score -2692188 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2692355.000000 Penalty: 4933.748535
	Iteration 22Q: 3 clusters Score -2692355 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2692514.000000 Penalty: 4933.748535
	Iteration 23Q: 3 clusters Score -2692514 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2692681.000000 Penalty: 4933.748535
	Iteration 24Q: 3 clusters Score -2692681 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2692835.750000 Penalty: 4933.748535
	Iteration 25Q: 3 clusters Score -2692836 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2693017.750000 Penalty: 4933.748535
	Iteration 26Q: 3 clusters Score -2693018 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2693222.500000 Penalty: 4933.748535
	Iteration 27Q: 3 clusters Score -2693222 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2693423.750000 Penalty: 4933.748535
	Iteration 28Q: 3 clusters Score -2693424 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2693665.750000 Penalty: 4933.748535
	Iteration 29Q: 3 clusters Score -2693666 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2693880.750000 Penalty: 4933.748535
	Iteration 30Q: 3 clusters Score -2693881 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2694104.500000 Penalty: 4933.748535
	Iteration 31Q: 3 clusters Score -2694104 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2694305.750000 Penalty: 4933.748535
	Iteration 32Q: 3 clusters Score -2694306 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2694482.000000 Penalty: 4933.748535
	Iteration 33Q: 3 clusters Score -2694482 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2694608.500000 Penalty: 4933.748535
	Iteration 34Q: 3 clusters Score -2694608 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2694735.750000 Penalty: 4933.748535
	Iteration 35Q: 3 clusters Score -2694736 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2694823.750000 Penalty: 4933.748535
	Iteration 36Q: 3 clusters Score -2694824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2694916.750000 Penalty: 4933.748535
	Iteration 37Q: 3 clusters Score -2694917 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2694992.750000 Penalty: 4933.748535
	Iteration 38Q: 3 clusters Score -2694993 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2695066.750000 Penalty: 4933.748535
	Iteration 39Q: 3 clusters Score -2695067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2695116.000000 Penalty: 4933.748535
	Iteration 40F: 3 clusters Score -2695116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2695161.250000 Penalty: 4933.748535
	Iteration 41Q: 3 clusters Score -2695161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2695214.000000 Penalty: 4933.748535
	Iteration 42Q: 3 clusters Score -2695214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2695276.250000 Penalty: 4933.748535
	Iteration 43Q: 3 clusters Score -2695276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2695321.250000 Penalty: 4933.748535
	Iteration 44Q: 3 clusters Score -2695321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2695359.250000 Penalty: 4933.748535
	Iteration 45Q: 3 clusters Score -2695359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2695404.000000 Penalty: 4933.748535
	Iteration 46Q: 3 clusters Score -2695404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2695435.500000 Penalty: 4933.748535
	Iteration 47Q: 3 clusters Score -2695436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2695463.250000 Penalty: 4933.748535
	Iteration 48Q: 3 clusters Score -2695463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2695484.750000 Penalty: 4933.748535
	Iteration 49Q: 3 clusters Score -2695485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2695490.000000 Penalty: 4933.748535
	Iteration 50Q: 3 clusters Score -2695490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2695491.250000 Penalty: 4933.748535
	Iteration 51Q: 3 clusters Score -2695491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2695502.750000 Penalty: 4933.748535
	Iteration 52Q: 3 clusters Score -2695503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2695500.000000 Penalty: 4933.748535
	Iteration 53Q: 3 clusters Score -2695500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2695504.250000 Penalty: 4933.748535
	Iteration 54Q: 3 clusters Score -2695504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2695510.250000 Penalty: 4933.748535
	Iteration 55Q: 3 clusters Score -2695510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2695517.750000 Penalty: 4933.748535
	Iteration 56Q: 3 clusters Score -2695518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2695518.000000 Penalty: 4933.748535
	Iteration 57Q: 3 clusters Score -2695518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2695516.750000 Penalty: 4933.748535
	Iteration 58Q: 3 clusters Score -2695517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2695516.750000 Penalty: 4933.748535
	Iteration 59F: 3 clusters Score -2695517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Entering Unmasked Estep 
Score: -5371429.000000 Penalty: 2626.098389
	Iteration 0F: 2 clusters Score -5371429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5344419.000000 Penalty: 5252.196777
	Iteration 0F: 3 clusters Score -5344419 nChanged 18143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5354433.500000 Penalty: 5252.196777
	Iteration 1F: 3 clusters Score -5354434 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5354947.500000 Penalty: 5252.196777
	Iteration 2Q: 3 clusters Score -5354948 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5355394.500000 Penalty: 5252.196777
	Iteration 3Q: 3 clusters Score -5355394 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5355899.500000 Penalty: 5252.196777
	Iteration 4Q: 3 clusters Score -5355900 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5356602.000000 Penalty: 5252.196777
	Iteration 5Q: 3 clusters Score -5356602 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -5357570.000000 Penalty: 5252.196777
	Iteration 6Q: 3 clusters Score -5357570 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -5359134.000000 Penalty: 5252.196777
	Iteration 7F: 3 clusters Score -5359134 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5361234.500000 Penalty: 5252.196777
	Iteration 8F: 3 clusters Score -5361234 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5363622.500000 Penalty: 5252.196777
	Iteration 9F: 3 clusters Score -5363622 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5365653.500000 Penalty: 5252.196777
	Iteration 10F: 3 clusters Score -5365654 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5367143.000000 Penalty: 5252.196777
	Iteration 11Q: 3 clusters Score -5367143 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -5367976.000000 Penalty: 5252.196777
	Iteration 12Q: 3 clusters Score -5367976 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5368475.500000 Penalty: 5252.196777
	Iteration 13Q: 3 clusters Score -5368476 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5368727.500000 Penalty: 5252.196777
	Iteration 14Q: 3 clusters Score -5368728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5368877.500000 Penalty: 5252.196777
	Iteration 15Q: 3 clusters Score -5368878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5368953.000000 Penalty: 5252.196777
	Iteration 16Q: 3 clusters Score -5368953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5368995.000000 Penalty: 5252.196777
	Iteration 17Q: 3 clusters Score -5368995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5369035.000000 Penalty: 5252.196777
	Iteration 18Q: 3 clusters Score -5369035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5369068.500000 Penalty: 5252.196777
	Iteration 19Q: 3 clusters Score -5369068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5369098.500000 Penalty: 5252.196777
	Iteration 20F: 3 clusters Score -5369098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5369115.500000 Penalty: 5252.196777
	Iteration 21Q: 3 clusters Score -5369116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5369121.500000 Penalty: 5252.196777
	Iteration 22Q: 3 clusters Score -5369122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5369124.500000 Penalty: 5252.196777
	Iteration 23Q: 3 clusters Score -5369124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5369130.500000 Penalty: 5252.196777
	Iteration 24Q: 3 clusters Score -5369130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5369132.000000 Penalty: 5252.196777
	Iteration 25Q: 3 clusters Score -5369132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5369134.500000 Penalty: 5252.196777
	Iteration 26Q: 3 clusters Score -5369134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5369134.500000 Penalty: 5252.196777
	Iteration 27F: 3 clusters Score -5369134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178236 members 
Entering Unmasked Estep 
Score: -24160990.000000 Penalty: 2998.534424
	Iteration 0F: 2 clusters Score -2.416099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -24045074.000000 Penalty: 5997.068848
	Iteration 0F: 3 clusters Score -2.404507e+07 nChanged 85445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -24095464.000000 Penalty: 5997.068848
	Iteration 1F: 3 clusters Score -2.409546e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -24097340.000000 Penalty: 5997.068848
	Iteration 2Q: 3 clusters Score -2.409734e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -24099980.000000 Penalty: 5997.068848
	Iteration 3Q: 3 clusters Score -2.409998e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -24104066.000000 Penalty: 5997.068848
	Iteration 4Q: 3 clusters Score -2.410407e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -24109770.000000 Penalty: 5997.068848
	Iteration 5F: 3 clusters Score -2.410977e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -24118714.000000 Penalty: 5997.068848
	Iteration 6F: 3 clusters Score -2.411871e+07 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -24130582.000000 Penalty: 5997.068848
	Iteration 7F: 3 clusters Score -2.413058e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -24139572.000000 Penalty: 5997.068848
	Iteration 8F: 3 clusters Score -2.413957e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -24143650.000000 Penalty: 5997.068848
	Iteration 9Q: 3 clusters Score -2.414365e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -24145010.000000 Penalty: 5997.068848
	Iteration 10Q: 3 clusters Score -2.414501e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110572 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -24145928.000000 Penalty: 5997.068848
	Iteration 11Q: 3 clusters Score -2.414593e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112078 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -24146778.000000 Penalty: 5997.068848
	Iteration 12Q: 3 clusters Score -2.414678e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -24147468.000000 Penalty: 5997.068848
	Iteration 13Q: 3 clusters Score -2.414747e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -24148052.000000 Penalty: 5997.068848
	Iteration 14Q: 3 clusters Score -2.414805e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -24148452.000000 Penalty: 5997.068848
	Iteration 15Q: 3 clusters Score -2.414845e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -24148676.000000 Penalty: 5997.068848
	Iteration 16Q: 3 clusters Score -2.414868e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -24148928.000000 Penalty: 5997.068848
	Iteration 17Q: 3 clusters Score -2.414893e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120222 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -24149184.000000 Penalty: 5997.068848
	Iteration 18Q: 3 clusters Score -2.414918e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121504 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -24149488.000000 Penalty: 5997.068848
	Iteration 19Q: 3 clusters Score -2.414949e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -24149760.000000 Penalty: 5997.068848
	Iteration 20F: 3 clusters Score -2.414976e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -24149828.000000 Penalty: 5997.068848
	Iteration 21Q: 3 clusters Score -2.414983e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -24150074.000000 Penalty: 5997.068848
	Iteration 22Q: 3 clusters Score -2.415007e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -24150406.000000 Penalty: 5997.068848
	Iteration 23Q: 3 clusters Score -2.415041e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128053 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -24150660.000000 Penalty: 5997.068848
	Iteration 24Q: 3 clusters Score -2.415066e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -24150912.000000 Penalty: 5997.068848
	Iteration 25Q: 3 clusters Score -2.415091e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130935 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -24151196.000000 Penalty: 5997.068848
	Iteration 26Q: 3 clusters Score -2.41512e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -24151550.000000 Penalty: 5997.068848
	Iteration 27Q: 3 clusters Score -2.415155e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -24151806.000000 Penalty: 5997.068848
	Iteration 28Q: 3 clusters Score -2.415181e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135446 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -24151984.000000 Penalty: 5997.068848
	Iteration 29Q: 3 clusters Score -2.415198e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137001 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -24152266.000000 Penalty: 5997.068848
	Iteration 30Q: 3 clusters Score -2.415227e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -24152558.000000 Penalty: 5997.068848
	Iteration 31Q: 3 clusters Score -2.415256e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140235 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -24152862.000000 Penalty: 5997.068848
	Iteration 32Q: 3 clusters Score -2.415286e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141875 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -24153266.000000 Penalty: 5997.068848
	Iteration 33Q: 3 clusters Score -2.415327e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -24153726.000000 Penalty: 5997.068848
	Iteration 34Q: 3 clusters Score -2.415373e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -24154164.000000 Penalty: 5997.068848
	Iteration 35Q: 3 clusters Score -2.415416e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -24154554.000000 Penalty: 5997.068848
	Iteration 36Q: 3 clusters Score -2.415455e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -24155012.000000 Penalty: 5997.068848
	Iteration 37Q: 3 clusters Score -2.415501e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150037 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -24155350.000000 Penalty: 5997.068848
	Iteration 38Q: 3 clusters Score -2.415535e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -24155642.000000 Penalty: 5997.068848
	Iteration 39Q: 3 clusters Score -2.415564e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -24156102.000000 Penalty: 5997.068848
	Iteration 40F: 3 clusters Score -2.41561e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -24156554.000000 Penalty: 5997.068848
	Iteration 41Q: 3 clusters Score -2.415655e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156288 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -24156922.000000 Penalty: 5997.068848
	Iteration 42Q: 3 clusters Score -2.415692e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157750 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -24157356.000000 Penalty: 5997.068848
	Iteration 43Q: 3 clusters Score -2.415736e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -24157712.000000 Penalty: 5997.068848
	Iteration 44Q: 3 clusters Score -2.415771e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -24158128.000000 Penalty: 5997.068848
	Iteration 45Q: 3 clusters Score -2.415813e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -24158316.000000 Penalty: 5997.068848
	Iteration 46Q: 3 clusters Score -2.415832e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -24158670.000000 Penalty: 5997.068848
	Iteration 47Q: 3 clusters Score -2.415867e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164521 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -24158884.000000 Penalty: 5997.068848
	Iteration 48Q: 3 clusters Score -2.415888e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -24159200.000000 Penalty: 5997.068848
	Iteration 49Q: 3 clusters Score -2.41592e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -24159292.000000 Penalty: 5997.068848
	Iteration 50Q: 3 clusters Score -2.415929e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -24159452.000000 Penalty: 5997.068848
	Iteration 51Q: 3 clusters Score -2.415945e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169211 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -24159550.000000 Penalty: 5997.068848
	Iteration 52Q: 3 clusters Score -2.415955e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -24159548.000000 Penalty: 5997.068848
	Iteration 53Q: 3 clusters Score -2.415955e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -24159592.000000 Penalty: 5997.068848
	Iteration 54Q: 3 clusters Score -2.415959e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -24159720.000000 Penalty: 5997.068848
	Iteration 55Q: 3 clusters Score -2.415972e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -24159686.000000 Penalty: 5997.068848
	Iteration 56Q: 3 clusters Score -2.415969e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -24159552.000000 Penalty: 5997.068848
	Iteration 57Q: 3 clusters Score -2.415955e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -24159548.000000 Penalty: 5997.068848
	Iteration 58Q: 3 clusters Score -2.415955e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174372 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -24159582.000000 Penalty: 5997.068848
	Iteration 59Q: 3 clusters Score -2.415958e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174762 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -24159548.000000 Penalty: 5997.068848
	Iteration 60F: 3 clusters Score -2.415955e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -24159556.000000 Penalty: 5997.068848
	Iteration 61Q: 3 clusters Score -2.415956e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -24159492.000000 Penalty: 5997.068848
	Iteration 62Q: 3 clusters Score -2.415949e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175585 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -24159524.000000 Penalty: 5997.068848
	Iteration 63Q: 3 clusters Score -2.415952e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -24159502.000000 Penalty: 5997.068848
	Iteration 64Q: 3 clusters Score -2.41595e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24159462.000000 Penalty: 5997.068848
	Iteration 65Q: 3 clusters Score -2.415946e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -24159458.000000 Penalty: 5997.068848
	Iteration 66Q: 3 clusters Score -2.415946e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -24159448.000000 Penalty: 5997.068848
	Iteration 67Q: 3 clusters Score -2.415945e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -24159488.000000 Penalty: 5997.068848
	Iteration 68Q: 3 clusters Score -2.415949e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176313 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -24159466.000000 Penalty: 5997.068848
	Iteration 69Q: 3 clusters Score -2.415947e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176386 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -24159480.000000 Penalty: 5997.068848
	Iteration 70Q: 3 clusters Score -2.415948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176433 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -24159460.000000 Penalty: 5997.068848
	Iteration 71Q: 3 clusters Score -2.415946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -24159436.000000 Penalty: 5997.068848
	Iteration 72Q: 3 clusters Score -2.415944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176497 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -24159406.000000 Penalty: 5997.068848
	Iteration 73Q: 3 clusters Score -2.415941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176520 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -24159418.000000 Penalty: 5997.068848
	Iteration 74Q: 3 clusters Score -2.415942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -24159392.000000 Penalty: 5997.068848
	Iteration 75Q: 3 clusters Score -2.415939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24159410.000000 Penalty: 5997.068848
	Iteration 76Q: 3 clusters Score -2.415941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176593 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24159398.000000 Penalty: 5997.068848
	Iteration 77Q: 3 clusters Score -2.41594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176622 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24159410.000000 Penalty: 5997.068848
	Iteration 78Q: 3 clusters Score -2.415941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176658 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24159406.000000 Penalty: 5997.068848
	Iteration 79Q: 3 clusters Score -2.415941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176696 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24159422.000000 Penalty: 5997.068848
	Iteration 80F: 3 clusters Score -2.415942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24159426.000000 Penalty: 5997.068848
	Iteration 81Q: 3 clusters Score -2.415943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -24159434.000000 Penalty: 5997.068848
	Iteration 82Q: 3 clusters Score -2.415943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176777 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24159436.000000 Penalty: 5997.068848
	Iteration 83Q: 3 clusters Score -2.415944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176794 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -24159412.000000 Penalty: 5997.068848
	Iteration 84Q: 3 clusters Score -2.415941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176811 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -24159420.000000 Penalty: 5997.068848
	Iteration 85Q: 3 clusters Score -2.415942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176823 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -24159414.000000 Penalty: 5997.068848
	Iteration 86Q: 3 clusters Score -2.415941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -24159418.000000 Penalty: 5997.068848
	Iteration 87Q: 3 clusters Score -2.415942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176833 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -24159408.000000 Penalty: 5997.068848
	Iteration 88Q: 3 clusters Score -2.415941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24159402.000000 Penalty: 5997.068848
	Iteration 89Q: 3 clusters Score -2.41594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24159402.000000 Penalty: 5997.068848
	Iteration 90F: 3 clusters Score -2.41594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Entering Unmasked Estep 
Score: -5282907.000000 Penalty: 2620.200439
	Iteration 0F: 2 clusters Score -5282907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -5256370.000000 Penalty: 5240.400879
	Iteration 0F: 3 clusters Score -5256370 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5266286.500000 Penalty: 5240.400879
	Iteration 1F: 3 clusters Score -5266286 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -5266714.000000 Penalty: 5240.400879
	Iteration 2Q: 3 clusters Score -5266714 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5267129.500000 Penalty: 5240.400879
	Iteration 3Q: 3 clusters Score -5267130 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5267605.500000 Penalty: 5240.400879
	Iteration 4Q: 3 clusters Score -5267606 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5268270.000000 Penalty: 5240.400879
	Iteration 5Q: 3 clusters Score -5268270 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5269177.000000 Penalty: 5240.400879
	Iteration 6Q: 3 clusters Score -5269177 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -5270543.000000 Penalty: 5240.400879
	Iteration 7F: 3 clusters Score -5270543 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5272440.000000 Penalty: 5240.400879
	Iteration 8F: 3 clusters Score -5272440 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5274592.000000 Penalty: 5240.400879
	Iteration 9F: 3 clusters Score -5274592 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -5276851.500000 Penalty: 5240.400879
	Iteration 10F: 3 clusters Score -5276852 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -5278596.000000 Penalty: 5240.400879
	Iteration 11Q: 3 clusters Score -5278596 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5279351.000000 Penalty: 5240.400879
	Iteration 12Q: 3 clusters Score -5279351 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -5279658.000000 Penalty: 5240.400879
	Iteration 13Q: 3 clusters Score -5279658 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5279842.000000 Penalty: 5240.400879
	Iteration 14Q: 3 clusters Score -5279842 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5279966.000000 Penalty: 5240.400879
	Iteration 15Q: 3 clusters Score -5279966 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -5280042.500000 Penalty: 5240.400879
	Iteration 16Q: 3 clusters Score -5280042 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5280152.500000 Penalty: 5240.400879
	Iteration 17Q: 3 clusters Score -5280152 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -5280219.000000 Penalty: 5240.400879
	Iteration 18Q: 3 clusters Score -5280219 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5280323.000000 Penalty: 5240.400879
	Iteration 19Q: 3 clusters Score -5280323 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -5280406.500000 Penalty: 5240.400879
	Iteration 20F: 3 clusters Score -5280406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -5280481.500000 Penalty: 5240.400879
	Iteration 21Q: 3 clusters Score -5280482 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -5280544.500000 Penalty: 5240.400879
	Iteration 22Q: 3 clusters Score -5280544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5280602.000000 Penalty: 5240.400879
	Iteration 23Q: 3 clusters Score -5280602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5280639.000000 Penalty: 5240.400879
	Iteration 24Q: 3 clusters Score -5280639 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5280688.000000 Penalty: 5240.400879
	Iteration 25Q: 3 clusters Score -5280688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5280729.500000 Penalty: 5240.400879
	Iteration 26Q: 3 clusters Score -5280730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5280742.000000 Penalty: 5240.400879
	Iteration 27Q: 3 clusters Score -5280742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -5280806.000000 Penalty: 5240.400879
	Iteration 28Q: 3 clusters Score -5280806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -5280842.500000 Penalty: 5240.400879
	Iteration 29Q: 3 clusters Score -5280842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5280867.500000 Penalty: 5240.400879
	Iteration 30Q: 3 clusters Score -5280868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5280898.500000 Penalty: 5240.400879
	Iteration 31Q: 3 clusters Score -5280898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -5280936.000000 Penalty: 5240.400879
	Iteration 32Q: 3 clusters Score -5280936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5280949.500000 Penalty: 5240.400879
	Iteration 33Q: 3 clusters Score -5280950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5280981.500000 Penalty: 5240.400879
	Iteration 34Q: 3 clusters Score -5280982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5280987.500000 Penalty: 5240.400879
	Iteration 35Q: 3 clusters Score -5280988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5281009.500000 Penalty: 5240.400879
	Iteration 36Q: 3 clusters Score -5281010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5281028.500000 Penalty: 5240.400879
	Iteration 37Q: 3 clusters Score -5281028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5281048.500000 Penalty: 5240.400879
	Iteration 38Q: 3 clusters Score -5281048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -5281052.000000 Penalty: 5240.400879
	Iteration 39Q: 3 clusters Score -5281052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5281068.000000 Penalty: 5240.400879
	Iteration 40F: 3 clusters Score -5281068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5281065.000000 Penalty: 5240.400879
	Iteration 41Q: 3 clusters Score -5281065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -5281073.000000 Penalty: 5240.400879
	Iteration 42Q: 3 clusters Score -5281073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5281085.000000 Penalty: 5240.400879
	Iteration 43Q: 3 clusters Score -5281085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5281092.000000 Penalty: 5240.400879
	Iteration 44Q: 3 clusters Score -5281092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5281096.000000 Penalty: 5240.400879
	Iteration 45Q: 3 clusters Score -5281096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5281106.000000 Penalty: 5240.400879
	Iteration 46Q: 3 clusters Score -5281106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5281112.500000 Penalty: 5240.400879
	Iteration 47Q: 3 clusters Score -5281112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -5281114.500000 Penalty: 5240.400879
	Iteration 48Q: 3 clusters Score -5281114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5281111.500000 Penalty: 5240.400879
	Iteration 49Q: 3 clusters Score -5281112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5281120.000000 Penalty: 5240.400879
	Iteration 50Q: 3 clusters Score -5281120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5281121.500000 Penalty: 5240.400879
	Iteration 51Q: 3 clusters Score -5281122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5281131.500000 Penalty: 5240.400879
	Iteration 52Q: 3 clusters Score -5281132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5281135.000000 Penalty: 5240.400879
	Iteration 53Q: 3 clusters Score -5281135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -5281138.500000 Penalty: 5240.400879
	Iteration 54Q: 3 clusters Score -5281138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -5281136.500000 Penalty: 5240.400879
	Iteration 55Q: 3 clusters Score -5281136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5281144.500000 Penalty: 5240.400879
	Iteration 56Q: 3 clusters Score -5281144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5281135.500000 Penalty: 5240.400879
	Iteration 57Q: 3 clusters Score -5281136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5281138.500000 Penalty: 5240.400879
	Iteration 58Q: 3 clusters Score -5281138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5281145.500000 Penalty: 5240.400879
	Iteration 59Q: 3 clusters Score -5281146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -5281142.000000 Penalty: 5240.400879
	Iteration 60F: 3 clusters Score -5281142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5281141.000000 Penalty: 5240.400879
	Iteration 61Q: 3 clusters Score -5281141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5281149.000000 Penalty: 5240.400879
	Iteration 62Q: 3 clusters Score -5281149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -5281155.000000 Penalty: 5240.400879
	Iteration 63Q: 3 clusters Score -5281155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5281149.500000 Penalty: 5240.400879
	Iteration 64Q: 3 clusters Score -5281150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5281157.500000 Penalty: 5240.400879
	Iteration 65Q: 3 clusters Score -5281158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5281163.000000 Penalty: 5240.400879
	Iteration 66Q: 3 clusters Score -5281163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5281166.500000 Penalty: 5240.400879
	Iteration 67Q: 3 clusters Score -5281166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5281172.500000 Penalty: 5240.400879
	Iteration 68Q: 3 clusters Score -5281172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5281171.000000 Penalty: 5240.400879
	Iteration 69Q: 3 clusters Score -5281171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5281171.500000 Penalty: 5240.400879
	Iteration 70Q: 3 clusters Score -5281172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5281176.500000 Penalty: 5240.400879
	Iteration 71Q: 3 clusters Score -5281176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5281177.500000 Penalty: 5240.400879
	Iteration 72Q: 3 clusters Score -5281178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5281173.000000 Penalty: 5240.400879
	Iteration 73Q: 3 clusters Score -5281173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5281169.000000 Penalty: 5240.400879
	Iteration 74Q: 3 clusters Score -5281169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5281176.000000 Penalty: 5240.400879
	Iteration 75Q: 3 clusters Score -5281176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5281175.000000 Penalty: 5240.400879
	Iteration 76Q: 3 clusters Score -5281175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5281175.000000 Penalty: 5240.400879
	Iteration 77Q: 3 clusters Score -5281175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5281176.500000 Penalty: 5240.400879
	Iteration 78Q: 3 clusters Score -5281176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5281176.500000 Penalty: 5240.400879
	Iteration 79F: 3 clusters Score -5281176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -172637.984375 Penalty: 1774.925171
	Iteration 0F: 2 clusters Score -172638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170459.343750 Penalty: 3549.850342
	Iteration 0F: 3 clusters Score -170459.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -170763.250000 Penalty: 3549.850342
	Iteration 1F: 3 clusters Score -170763.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -170877.015625 Penalty: 3549.850342
	Iteration 2F: 3 clusters Score -170877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -170938.375000 Penalty: 3549.850342
	Iteration 3Q: 3 clusters Score -170938.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -170966.859375 Penalty: 3549.850342
	Iteration 4Q: 3 clusters Score -170966.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170983.203125 Penalty: 3549.850342
	Iteration 5Q: 3 clusters Score -170983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -170993.343750 Penalty: 3549.850342
	Iteration 6Q: 3 clusters Score -170993.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -171007.578125 Penalty: 3549.850342
	Iteration 7Q: 3 clusters Score -171007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171014.453125 Penalty: 3549.850342
	Iteration 8Q: 3 clusters Score -171014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171018.921875 Penalty: 3549.850342
	Iteration 9Q: 3 clusters Score -171018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171021.796875 Penalty: 3549.850342
	Iteration 10Q: 3 clusters Score -171021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -171022.265625 Penalty: 3549.850342
	Iteration 11Q: 3 clusters Score -171022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171023.343750 Penalty: 3549.850342
	Iteration 12Q: 3 clusters Score -171023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171023.343750 Penalty: 3549.850342
	Iteration 13F: 3 clusters Score -171023.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Entering Unmasked Estep 
Score: -4211844.500000 Penalty: 2576.127197
	Iteration 0F: 2 clusters Score -4211844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4189704.500000 Penalty: 5152.254395
	Iteration 0F: 3 clusters Score -4189704 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4197651.500000 Penalty: 5152.254395
	Iteration 1F: 3 clusters Score -4197652 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4198410.000000 Penalty: 5152.254395
	Iteration 2F: 3 clusters Score -4198410 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4199452.500000 Penalty: 5152.254395
	Iteration 3F: 3 clusters Score -4199452 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4200929.000000 Penalty: 5152.254395
	Iteration 4F: 3 clusters Score -4200929 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4202536.000000 Penalty: 5152.254395
	Iteration 5F: 3 clusters Score -4202536 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4204006.500000 Penalty: 5152.254395
	Iteration 6F: 3 clusters Score -4204006 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4205233.000000 Penalty: 5152.254395
	Iteration 7F: 3 clusters Score -4205233 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4206300.000000 Penalty: 5152.254395
	Iteration 8F: 3 clusters Score -4206300 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4207187.000000 Penalty: 5152.254395
	Iteration 9Q: 3 clusters Score -4207187 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4207931.000000 Penalty: 5152.254395
	Iteration 10Q: 3 clusters Score -4207931 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4208464.000000 Penalty: 5152.254395
	Iteration 11Q: 3 clusters Score -4208464 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4208825.000000 Penalty: 5152.254395
	Iteration 12Q: 3 clusters Score -4208825 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4209051.500000 Penalty: 5152.254395
	Iteration 13Q: 3 clusters Score -4209052 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4209188.000000 Penalty: 5152.254395
	Iteration 14Q: 3 clusters Score -4209188 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4209271.500000 Penalty: 5152.254395
	Iteration 15Q: 3 clusters Score -4209272 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -4209315.000000 Penalty: 5152.254395
	Iteration 16Q: 3 clusters Score -4209315 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4209390.500000 Penalty: 5152.254395
	Iteration 17Q: 3 clusters Score -4209390 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4209422.500000 Penalty: 5152.254395
	Iteration 18Q: 3 clusters Score -4209422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4209432.000000 Penalty: 5152.254395
	Iteration 19Q: 3 clusters Score -4209432 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4209473.000000 Penalty: 5152.254395
	Iteration 20F: 3 clusters Score -4209473 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4209496.500000 Penalty: 5152.254395
	Iteration 21Q: 3 clusters Score -4209496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4209524.000000 Penalty: 5152.254395
	Iteration 22Q: 3 clusters Score -4209524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4209536.500000 Penalty: 5152.254395
	Iteration 23Q: 3 clusters Score -4209536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4209550.500000 Penalty: 5152.254395
	Iteration 24Q: 3 clusters Score -4209550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4209569.000000 Penalty: 5152.254395
	Iteration 25Q: 3 clusters Score -4209569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4209582.500000 Penalty: 5152.254395
	Iteration 26Q: 3 clusters Score -4209582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4209594.000000 Penalty: 5152.254395
	Iteration 27Q: 3 clusters Score -4209594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4209605.000000 Penalty: 5152.254395
	Iteration 28Q: 3 clusters Score -4209605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4209622.500000 Penalty: 5152.254395
	Iteration 29Q: 3 clusters Score -4209622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4209634.000000 Penalty: 5152.254395
	Iteration 30Q: 3 clusters Score -4209634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4209658.000000 Penalty: 5152.254395
	Iteration 31Q: 3 clusters Score -4209658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4209659.500000 Penalty: 5152.254395
	Iteration 32Q: 3 clusters Score -4209660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4209668.000000 Penalty: 5152.254395
	Iteration 33Q: 3 clusters Score -4209668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4209694.000000 Penalty: 5152.254395
	Iteration 34Q: 3 clusters Score -4209694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4209695.500000 Penalty: 5152.254395
	Iteration 35Q: 3 clusters Score -4209696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4209732.500000 Penalty: 5152.254395
	Iteration 36Q: 3 clusters Score -4209732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4209751.000000 Penalty: 5152.254395
	Iteration 37Q: 3 clusters Score -4209751 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4209763.000000 Penalty: 5152.254395
	Iteration 38Q: 3 clusters Score -4209763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4209789.000000 Penalty: 5152.254395
	Iteration 39Q: 3 clusters Score -4209789 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4209803.000000 Penalty: 5152.254395
	Iteration 40F: 3 clusters Score -4209803 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4209816.500000 Penalty: 5152.254395
	Iteration 41Q: 3 clusters Score -4209816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4209835.000000 Penalty: 5152.254395
	Iteration 42Q: 3 clusters Score -4209835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4209851.000000 Penalty: 5152.254395
	Iteration 43Q: 3 clusters Score -4209851 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4209878.000000 Penalty: 5152.254395
	Iteration 44Q: 3 clusters Score -4209878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4209896.500000 Penalty: 5152.254395
	Iteration 45Q: 3 clusters Score -4209896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4209904.000000 Penalty: 5152.254395
	Iteration 46Q: 3 clusters Score -4209904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4209922.000000 Penalty: 5152.254395
	Iteration 47Q: 3 clusters Score -4209922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4209935.000000 Penalty: 5152.254395
	Iteration 48Q: 3 clusters Score -4209935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4209939.000000 Penalty: 5152.254395
	Iteration 49Q: 3 clusters Score -4209939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4209943.000000 Penalty: 5152.254395
	Iteration 50Q: 3 clusters Score -4209943 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4209959.500000 Penalty: 5152.254395
	Iteration 51Q: 3 clusters Score -4209960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -4209985.500000 Penalty: 5152.254395
	Iteration 52Q: 3 clusters Score -4209986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4210004.500000 Penalty: 5152.254395
	Iteration 53Q: 3 clusters Score -4210004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -4210034.000000 Penalty: 5152.254395
	Iteration 54Q: 3 clusters Score -4210034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4210051.000000 Penalty: 5152.254395
	Iteration 55Q: 3 clusters Score -4210051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4210074.500000 Penalty: 5152.254395
	Iteration 56Q: 3 clusters Score -4210074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4210134.000000 Penalty: 5152.254395
	Iteration 57Q: 3 clusters Score -4210134 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4210171.500000 Penalty: 5152.254395
	Iteration 58Q: 3 clusters Score -4210172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4210250.000000 Penalty: 5152.254395
	Iteration 59Q: 3 clusters Score -4210250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4210323.500000 Penalty: 5152.254395
	Iteration 60F: 3 clusters Score -4210324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4210398.000000 Penalty: 5152.254395
	Iteration 61Q: 3 clusters Score -4210398 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4210445.500000 Penalty: 5152.254395
	Iteration 62Q: 3 clusters Score -4210446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4210483.000000 Penalty: 5152.254395
	Iteration 63Q: 3 clusters Score -4210483 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -4210500.000000 Penalty: 5152.254395
	Iteration 64Q: 3 clusters Score -4210500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4210510.500000 Penalty: 5152.254395
	Iteration 65Q: 3 clusters Score -4210510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4210521.500000 Penalty: 5152.254395
	Iteration 66Q: 3 clusters Score -4210522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4210522.000000 Penalty: 5152.254395
	Iteration 67Q: 3 clusters Score -4210522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -4210531.000000 Penalty: 5152.254395
	Iteration 68Q: 3 clusters Score -4210531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4210527.000000 Penalty: 5152.254395
	Iteration 69Q: 3 clusters Score -4210527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -4210528.500000 Penalty: 5152.254395
	Iteration 70Q: 3 clusters Score -4210528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4210522.000000 Penalty: 5152.254395
	Iteration 71Q: 3 clusters Score -4210522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4210522.500000 Penalty: 5152.254395
	Iteration 72Q: 3 clusters Score -4210522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4210523.500000 Penalty: 5152.254395
	Iteration 73Q: 3 clusters Score -4210524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4210521.500000 Penalty: 5152.254395
	Iteration 74Q: 3 clusters Score -4210522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4210528.500000 Penalty: 5152.254395
	Iteration 75Q: 3 clusters Score -4210528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4210527.500000 Penalty: 5152.254395
	Iteration 76Q: 3 clusters Score -4210528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4210524.000000 Penalty: 5152.254395
	Iteration 77Q: 3 clusters Score -4210524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4210531.000000 Penalty: 5152.254395
	Iteration 78Q: 3 clusters Score -4210531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4210525.500000 Penalty: 5152.254395
	Iteration 79Q: 3 clusters Score -4210526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4210526.000000 Penalty: 5152.254395
	Iteration 80F: 3 clusters Score -4210526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4210526.500000 Penalty: 5152.254395
	Iteration 81Q: 3 clusters Score -4210526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4210530.500000 Penalty: 5152.254395
	Iteration 82Q: 3 clusters Score -4210530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -4210532.000000 Penalty: 5152.254395
	Iteration 83Q: 3 clusters Score -4210532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4210533.500000 Penalty: 5152.254395
	Iteration 84Q: 3 clusters Score -4210534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -4210537.500000 Penalty: 5152.254395
	Iteration 85Q: 3 clusters Score -4210538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4210535.500000 Penalty: 5152.254395
	Iteration 86Q: 3 clusters Score -4210536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -4210536.500000 Penalty: 5152.254395
	Iteration 87Q: 3 clusters Score -4210536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -4210540.500000 Penalty: 5152.254395
	Iteration 88Q: 3 clusters Score -4210540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -4210542.500000 Penalty: 5152.254395
	Iteration 89Q: 3 clusters Score -4210542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4210543.000000 Penalty: 5152.254395
	Iteration 90Q: 3 clusters Score -4210543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4210543.000000 Penalty: 5152.254395
	Iteration 91F: 3 clusters Score -4210543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Entering Unmasked Estep 
Score: -1190213.125000 Penalty: 2268.105957
	Iteration 0F: 2 clusters Score -1190213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1182859.500000 Penalty: 4536.211914
	Iteration 0F: 3 clusters Score -1182860 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1184890.750000 Penalty: 4536.211914
	Iteration 1F: 3 clusters Score -1184891 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1185161.250000 Penalty: 4536.211914
	Iteration 2F: 3 clusters Score -1185161 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1185362.000000 Penalty: 4536.211914
	Iteration 3F: 3 clusters Score -1185362 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1185517.250000 Penalty: 4536.211914
	Iteration 4Q: 3 clusters Score -1185517 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1185652.000000 Penalty: 4536.211914
	Iteration 5Q: 3 clusters Score -1185652 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1185762.625000 Penalty: 4536.211914
	Iteration 6Q: 3 clusters Score -1185763 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1185855.375000 Penalty: 4536.211914
	Iteration 7Q: 3 clusters Score -1185855 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1185949.500000 Penalty: 4536.211914
	Iteration 8Q: 3 clusters Score -1185950 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1186051.250000 Penalty: 4536.211914
	Iteration 9Q: 3 clusters Score -1186051 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1186179.000000 Penalty: 4536.211914
	Iteration 10Q: 3 clusters Score -1186179 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1186327.250000 Penalty: 4536.211914
	Iteration 11Q: 3 clusters Score -1186327 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1186509.375000 Penalty: 4536.211914
	Iteration 12Q: 3 clusters Score -1186509 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1186701.125000 Penalty: 4536.211914
	Iteration 13Q: 3 clusters Score -1186701 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1186904.250000 Penalty: 4536.211914
	Iteration 14Q: 3 clusters Score -1186904 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1187112.000000 Penalty: 4536.211914
	Iteration 15Q: 3 clusters Score -1187112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1187335.375000 Penalty: 4536.211914
	Iteration 16Q: 3 clusters Score -1187335 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1187539.500000 Penalty: 4536.211914
	Iteration 17Q: 3 clusters Score -1187540 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1187732.250000 Penalty: 4536.211914
	Iteration 18Q: 3 clusters Score -1187732 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1187884.125000 Penalty: 4536.211914
	Iteration 19Q: 3 clusters Score -1187884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1187999.750000 Penalty: 4536.211914
	Iteration 20F: 3 clusters Score -1188000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1188077.125000 Penalty: 4536.211914
	Iteration 21Q: 3 clusters Score -1188077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1188139.625000 Penalty: 4536.211914
	Iteration 22Q: 3 clusters Score -1188140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1188188.375000 Penalty: 4536.211914
	Iteration 23Q: 3 clusters Score -1188188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1188216.250000 Penalty: 4536.211914
	Iteration 24Q: 3 clusters Score -1188216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1188234.875000 Penalty: 4536.211914
	Iteration 25Q: 3 clusters Score -1188235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1188251.250000 Penalty: 4536.211914
	Iteration 26Q: 3 clusters Score -1188251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1188267.250000 Penalty: 4536.211914
	Iteration 27Q: 3 clusters Score -1188267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1188279.125000 Penalty: 4536.211914
	Iteration 28Q: 3 clusters Score -1188279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1188288.500000 Penalty: 4536.211914
	Iteration 29Q: 3 clusters Score -1188288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1188297.375000 Penalty: 4536.211914
	Iteration 30Q: 3 clusters Score -1188297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1188300.500000 Penalty: 4536.211914
	Iteration 31Q: 3 clusters Score -1188300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1188300.250000 Penalty: 4536.211914
	Iteration 32Q: 3 clusters Score -1188300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1188300.500000 Penalty: 4536.211914
	Iteration 33Q: 3 clusters Score -1188300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1188301.125000 Penalty: 4536.211914
	Iteration 34Q: 3 clusters Score -1188301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1188301.125000 Penalty: 4536.211914
	Iteration 35F: 3 clusters Score -1188301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Entering Unmasked Estep 
Score: -2832839.750000 Penalty: 2463.792480
	Iteration 0F: 2 clusters Score -2832840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2818334.500000 Penalty: 4927.584961
	Iteration 0F: 3 clusters Score -2818334 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2823320.000000 Penalty: 4927.584961
	Iteration 1F: 3 clusters Score -2823320 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2823683.000000 Penalty: 4927.584961
	Iteration 2F: 3 clusters Score -2823683 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2824062.250000 Penalty: 4927.584961
	Iteration 3Q: 3 clusters Score -2824062 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2824449.500000 Penalty: 4927.584961
	Iteration 4Q: 3 clusters Score -2824450 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2824910.000000 Penalty: 4927.584961
	Iteration 5Q: 3 clusters Score -2824910 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2825537.000000 Penalty: 4927.584961
	Iteration 6F: 3 clusters Score -2825537 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2826320.250000 Penalty: 4927.584961
	Iteration 7F: 3 clusters Score -2826320 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2827184.750000 Penalty: 4927.584961
	Iteration 8F: 3 clusters Score -2827185 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2828115.000000 Penalty: 4927.584961
	Iteration 9F: 3 clusters Score -2828115 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2828967.000000 Penalty: 4927.584961
	Iteration 10Q: 3 clusters Score -2828967 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2829600.000000 Penalty: 4927.584961
	Iteration 11Q: 3 clusters Score -2829600 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2830019.250000 Penalty: 4927.584961
	Iteration 12Q: 3 clusters Score -2830019 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2830235.500000 Penalty: 4927.584961
	Iteration 13Q: 3 clusters Score -2830236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2830380.500000 Penalty: 4927.584961
	Iteration 14Q: 3 clusters Score -2830380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2830471.000000 Penalty: 4927.584961
	Iteration 15Q: 3 clusters Score -2830471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2830516.750000 Penalty: 4927.584961
	Iteration 16Q: 3 clusters Score -2830517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2830557.500000 Penalty: 4927.584961
	Iteration 17Q: 3 clusters Score -2830558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2830581.000000 Penalty: 4927.584961
	Iteration 18Q: 3 clusters Score -2830581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2830610.000000 Penalty: 4927.584961
	Iteration 19Q: 3 clusters Score -2830610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2830618.750000 Penalty: 4927.584961
	Iteration 20F: 3 clusters Score -2830619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2830630.500000 Penalty: 4927.584961
	Iteration 21Q: 3 clusters Score -2830630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2830652.500000 Penalty: 4927.584961
	Iteration 22Q: 3 clusters Score -2830652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2830659.250000 Penalty: 4927.584961
	Iteration 23Q: 3 clusters Score -2830659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2830662.750000 Penalty: 4927.584961
	Iteration 24Q: 3 clusters Score -2830663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2830670.000000 Penalty: 4927.584961
	Iteration 25Q: 3 clusters Score -2830670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2830682.250000 Penalty: 4927.584961
	Iteration 26Q: 3 clusters Score -2830682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2830690.250000 Penalty: 4927.584961
	Iteration 27Q: 3 clusters Score -2830690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2830691.250000 Penalty: 4927.584961
	Iteration 28Q: 3 clusters Score -2830691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2830690.000000 Penalty: 4927.584961
	Iteration 29Q: 3 clusters Score -2830690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2830698.750000 Penalty: 4927.584961
	Iteration 30Q: 3 clusters Score -2830699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2830703.750000 Penalty: 4927.584961
	Iteration 31Q: 3 clusters Score -2830704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2830700.500000 Penalty: 4927.584961
	Iteration 32Q: 3 clusters Score -2830700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2830704.250000 Penalty: 4927.584961
	Iteration 33Q: 3 clusters Score -2830704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2830707.000000 Penalty: 4927.584961
	Iteration 34Q: 3 clusters Score -2830707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2830712.250000 Penalty: 4927.584961
	Iteration 35Q: 3 clusters Score -2830712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2830707.750000 Penalty: 4927.584961
	Iteration 36Q: 3 clusters Score -2830708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2830710.000000 Penalty: 4927.584961
	Iteration 37Q: 3 clusters Score -2830710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2830711.000000 Penalty: 4927.584961
	Iteration 38Q: 3 clusters Score -2830711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2830727.500000 Penalty: 4927.584961
	Iteration 39Q: 3 clusters Score -2830728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2830727.500000 Penalty: 4927.584961
	Iteration 40F: 3 clusters Score -2830728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2830733.000000 Penalty: 4927.584961
	Iteration 41Q: 3 clusters Score -2830733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2830735.750000 Penalty: 4927.584961
	Iteration 42Q: 3 clusters Score -2830736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2830737.250000 Penalty: 4927.584961
	Iteration 43Q: 3 clusters Score -2830737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2830744.000000 Penalty: 4927.584961
	Iteration 44Q: 3 clusters Score -2830744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2830742.500000 Penalty: 4927.584961
	Iteration 45Q: 3 clusters Score -2830742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2830743.750000 Penalty: 4927.584961
	Iteration 46Q: 3 clusters Score -2830744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2830743.750000 Penalty: 4927.584961
	Iteration 47F: 3 clusters Score -2830744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186391 members 
Entering Unmasked Estep 
Score: -25243226.000000 Penalty: 3009.629395
	Iteration 0F: 2 clusters Score -2.524323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -25122248.000000 Penalty: 6019.258789
	Iteration 0F: 3 clusters Score -2.512225e+07 nChanged 89434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -25175420.000000 Penalty: 6019.258789
	Iteration 1F: 3 clusters Score -2.517542e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -25176434.000000 Penalty: 6019.258789
	Iteration 2Q: 3 clusters Score -2.517643e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -25177696.000000 Penalty: 6019.258789
	Iteration 3Q: 3 clusters Score -2.51777e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -25179280.000000 Penalty: 6019.258789
	Iteration 4Q: 3 clusters Score -2.517928e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -25181082.000000 Penalty: 6019.258789
	Iteration 5Q: 3 clusters Score -2.518108e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -25183180.000000 Penalty: 6019.258789
	Iteration 6Q: 3 clusters Score -2.518318e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -25185856.000000 Penalty: 6019.258789
	Iteration 7Q: 3 clusters Score -2.518586e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 6019.258789
	Iteration 8Q: 3 clusters Score -2.51895e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -25194468.000000 Penalty: 6019.258789
	Iteration 9Q: 3 clusters Score -2.519447e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 113759 members 
Entering Unmasked Estep 
Score: -25200702.000000 Penalty: 6019.258789
	Iteration 10F: 3 clusters Score -2.52007e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 118080 members 
Entering Unmasked Estep 
Score: -25208760.000000 Penalty: 6019.258789
	Iteration 11F: 3 clusters Score -2.520876e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 121405 members 
Entering Unmasked Estep 
Score: -25215404.000000 Penalty: 6019.258789
	Iteration 12F: 3 clusters Score -2.52154e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 124050 members 
Entering Unmasked Estep 
Score: -25219020.000000 Penalty: 6019.258789
	Iteration 13Q: 3 clusters Score -2.521902e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -25220634.000000 Penalty: 6019.258789
	Iteration 14Q: 3 clusters Score -2.522063e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -25221552.000000 Penalty: 6019.258789
	Iteration 15Q: 3 clusters Score -2.522155e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 131580 members 
Entering Unmasked Estep 
Score: -25222456.000000 Penalty: 6019.258789
	Iteration 16Q: 3 clusters Score -2.522246e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 134141 members 
Entering Unmasked Estep 
Score: -25223248.000000 Penalty: 6019.258789
	Iteration 17Q: 3 clusters Score -2.522325e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -25223826.000000 Penalty: 6019.258789
	Iteration 18Q: 3 clusters Score -2.522383e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -25224516.000000 Penalty: 6019.258789
	Iteration 19Q: 3 clusters Score -2.522452e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -25225416.000000 Penalty: 6019.258789
	Iteration 20F: 3 clusters Score -2.522542e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 145121 members 
Entering Unmasked Estep 
Score: -25226232.000000 Penalty: 6019.258789
	Iteration 21Q: 3 clusters Score -2.522623e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -25227084.000000 Penalty: 6019.258789
	Iteration 22Q: 3 clusters Score -2.522708e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 150979 members 
Entering Unmasked Estep 
Score: -25228044.000000 Penalty: 6019.258789
	Iteration 23Q: 3 clusters Score -2.522804e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 154019 members 
Entering Unmasked Estep 
Score: -25229192.000000 Penalty: 6019.258789
	Iteration 24Q: 3 clusters Score -2.522919e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 157090 members 
Entering Unmasked Estep 
Score: -25230374.000000 Penalty: 6019.258789
	Iteration 25Q: 3 clusters Score -2.523037e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -25231608.000000 Penalty: 6019.258789
	Iteration 26Q: 3 clusters Score -2.523161e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -25232710.000000 Penalty: 6019.258789
	Iteration 27Q: 3 clusters Score -2.523271e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -25233794.000000 Penalty: 6019.258789
	Iteration 28Q: 3 clusters Score -2.523379e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 168816 members 
Entering Unmasked Estep 
Score: -25234928.000000 Penalty: 6019.258789
	Iteration 29Q: 3 clusters Score -2.523493e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 171513 members 
Entering Unmasked Estep 
Score: -25235844.000000 Penalty: 6019.258789
	Iteration 30Q: 3 clusters Score -2.523584e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -25236752.000000 Penalty: 6019.258789
	Iteration 31Q: 3 clusters Score -2.523675e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 176296 members 
Entering Unmasked Estep 
Score: -25237552.000000 Penalty: 6019.258789
	Iteration 32Q: 3 clusters Score -2.523755e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 178235 members 
Entering Unmasked Estep 
Score: -25238108.000000 Penalty: 6019.258789
	Iteration 33Q: 3 clusters Score -2.523811e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -25238672.000000 Penalty: 6019.258789
	Iteration 34Q: 3 clusters Score -2.523867e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 181254 members 
Entering Unmasked Estep 
Score: -25239170.000000 Penalty: 6019.258789
	Iteration 35Q: 3 clusters Score -2.523917e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 182347 members 
Entering Unmasked Estep 
Score: -25239530.000000 Penalty: 6019.258789
	Iteration 36Q: 3 clusters Score -2.523953e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 183177 members 
Entering Unmasked Estep 
Score: -25239852.000000 Penalty: 6019.258789
	Iteration 37Q: 3 clusters Score -2.523985e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 183779 members 
Entering Unmasked Estep 
Score: -25240090.000000 Penalty: 6019.258789
	Iteration 38Q: 3 clusters Score -2.524009e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 184260 members 
Entering Unmasked Estep 
Score: -25240200.000000 Penalty: 6019.258789
	Iteration 39Q: 3 clusters Score -2.52402e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 184599 members 
Entering Unmasked Estep 
Score: -25240332.000000 Penalty: 6019.258789
	Iteration 40F: 3 clusters Score -2.524033e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 184847 members 
Entering Unmasked Estep 
Score: -25240410.000000 Penalty: 6019.258789
	Iteration 41Q: 3 clusters Score -2.524041e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
Score: -25240452.000000 Penalty: 6019.258789
	Iteration 42Q: 3 clusters Score -2.524045e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 185173 members 
Entering Unmasked Estep 
Score: -25240476.000000 Penalty: 6019.258789
	Iteration 43Q: 3 clusters Score -2.524048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 185277 members 
Entering Unmasked Estep 
Score: -25240520.000000 Penalty: 6019.258789
	Iteration 44Q: 3 clusters Score -2.524052e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 185379 members 
Entering Unmasked Estep 
Score: -25240556.000000 Penalty: 6019.258789
	Iteration 45Q: 3 clusters Score -2.524056e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 185442 members 
Entering Unmasked Estep 
Score: -25240604.000000 Penalty: 6019.258789
	Iteration 46Q: 3 clusters Score -2.52406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 185496 members 
Entering Unmasked Estep 
Score: -25240638.000000 Penalty: 6019.258789
	Iteration 47Q: 3 clusters Score -2.524064e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 185546 members 
Entering Unmasked Estep 
Score: -25240644.000000 Penalty: 6019.258789
	Iteration 48Q: 3 clusters Score -2.524064e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 185587 members 
Entering Unmasked Estep 
Score: -25240680.000000 Penalty: 6019.258789
	Iteration 49Q: 3 clusters Score -2.524068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -25240710.000000 Penalty: 6019.258789
	Iteration 50Q: 3 clusters Score -2.524071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -25240714.000000 Penalty: 6019.258789
	Iteration 51Q: 3 clusters Score -2.524071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 185662 members 
Entering Unmasked Estep 
Score: -25240712.000000 Penalty: 6019.258789
	Iteration 52Q: 3 clusters Score -2.524071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 185675 members 
Entering Unmasked Estep 
Score: -25240716.000000 Penalty: 6019.258789
	Iteration 53Q: 3 clusters Score -2.524072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 185686 members 
Entering Unmasked Estep 
Score: -25240726.000000 Penalty: 6019.258789
	Iteration 54Q: 3 clusters Score -2.524073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 185700 members 
Entering Unmasked Estep 
Score: -25240736.000000 Penalty: 6019.258789
	Iteration 55Q: 3 clusters Score -2.524074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 185709 members 
Entering Unmasked Estep 
Score: -25240754.000000 Penalty: 6019.258789
	Iteration 56Q: 3 clusters Score -2.524075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 185719 members 
Entering Unmasked Estep 
Score: -25240776.000000 Penalty: 6019.258789
	Iteration 57Q: 3 clusters Score -2.524078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 185727 members 
Entering Unmasked Estep 
Score: -25240820.000000 Penalty: 6019.258789
	Iteration 58Q: 3 clusters Score -2.524082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 185738 members 
Entering Unmasked Estep 
Score: -25240824.000000 Penalty: 6019.258789
	Iteration 59Q: 3 clusters Score -2.524082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 185745 members 
Entering Unmasked Estep 
Score: -25240822.000000 Penalty: 6019.258789
	Iteration 60F: 3 clusters Score -2.524082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 185754 members 
Entering Unmasked Estep 
Score: -25240824.000000 Penalty: 6019.258789
	Iteration 61Q: 3 clusters Score -2.524082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 185762 members 
Entering Unmasked Estep 
Score: -25240822.000000 Penalty: 6019.258789
	Iteration 62Q: 3 clusters Score -2.524082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 185768 members 
Entering Unmasked Estep 
Score: -25240852.000000 Penalty: 6019.258789
	Iteration 63Q: 3 clusters Score -2.524085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 185772 members 
Entering Unmasked Estep 
Score: -25240834.000000 Penalty: 6019.258789
	Iteration 64Q: 3 clusters Score -2.524083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 185775 members 
Entering Unmasked Estep 
Score: -25240826.000000 Penalty: 6019.258789
	Iteration 65Q: 3 clusters Score -2.524083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 185777 members 
Entering Unmasked Estep 
Score: -25240836.000000 Penalty: 6019.258789
	Iteration 66Q: 3 clusters Score -2.524084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 185779 members 
Entering Unmasked Estep 
Score: -25240834.000000 Penalty: 6019.258789
	Iteration 67Q: 3 clusters Score -2.524083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 185782 members 
Entering Unmasked Estep 
Score: -25240830.000000 Penalty: 6019.258789
	Iteration 68Q: 3 clusters Score -2.524083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 185784 members 
Entering Unmasked Estep 
Score: -25240830.000000 Penalty: 6019.258789
	Iteration 69Q: 3 clusters Score -2.524083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 185788 members 
Entering Unmasked Estep 
Score: -25240826.000000 Penalty: 6019.258789
	Iteration 70Q: 3 clusters Score -2.524083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -25240818.000000 Penalty: 6019.258789
	Iteration 71Q: 3 clusters Score -2.524082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 185793 members 
Entering Unmasked Estep 
Score: -25240818.000000 Penalty: 6019.258789
	Iteration 72Q: 3 clusters Score -2.524082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 185794 members 
Entering Unmasked Estep 
Score: -25240822.000000 Penalty: 6019.258789
	Iteration 73Q: 3 clusters Score -2.524082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 185795 members 
Entering Unmasked Estep 
Score: -25240818.000000 Penalty: 6019.258789
	Iteration 74Q: 3 clusters Score -2.524082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 185795 members 
Entering Unmasked Estep 
Score: -25240818.000000 Penalty: 6019.258789
	Iteration 75F: 3 clusters Score -2.524082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Entering Unmasked Estep 
Score: -5001872.000000 Penalty: 2606.787598
	Iteration 0F: 2 clusters Score -5001872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4976809.000000 Penalty: 5213.575195
	Iteration 0F: 3 clusters Score -4976809 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4985727.500000 Penalty: 5213.575195
	Iteration 1F: 3 clusters Score -4985728 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4986125.500000 Penalty: 5213.575195
	Iteration 2Q: 3 clusters Score -4986126 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4986538.500000 Penalty: 5213.575195
	Iteration 3Q: 3 clusters Score -4986538 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4986965.500000 Penalty: 5213.575195
	Iteration 4Q: 3 clusters Score -4986966 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4987546.000000 Penalty: 5213.575195
	Iteration 5Q: 3 clusters Score -4987546 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4988358.500000 Penalty: 5213.575195
	Iteration 6Q: 3 clusters Score -4988358 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4989512.500000 Penalty: 5213.575195
	Iteration 7F: 3 clusters Score -4989512 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4991271.500000 Penalty: 5213.575195
	Iteration 8F: 3 clusters Score -4991272 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4993650.000000 Penalty: 5213.575195
	Iteration 9F: 3 clusters Score -4993650 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4996164.500000 Penalty: 5213.575195
	Iteration 10F: 3 clusters Score -4996164 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -4998045.500000 Penalty: 5213.575195
	Iteration 11Q: 3 clusters Score -4998046 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4999099.000000 Penalty: 5213.575195
	Iteration 12Q: 3 clusters Score -4999099 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4999483.000000 Penalty: 5213.575195
	Iteration 13Q: 3 clusters Score -4999483 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4999635.000000 Penalty: 5213.575195
	Iteration 14Q: 3 clusters Score -4999635 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4999713.000000 Penalty: 5213.575195
	Iteration 15Q: 3 clusters Score -4999713 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4999763.000000 Penalty: 5213.575195
	Iteration 16Q: 3 clusters Score -4999763 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -4999788.500000 Penalty: 5213.575195
	Iteration 17Q: 3 clusters Score -4999788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4999817.000000 Penalty: 5213.575195
	Iteration 18Q: 3 clusters Score -4999817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4999829.000000 Penalty: 5213.575195
	Iteration 19Q: 3 clusters Score -4999829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4999846.000000 Penalty: 5213.575195
	Iteration 20F: 3 clusters Score -4999846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4999839.500000 Penalty: 5213.575195
	Iteration 21Q: 3 clusters Score -4999840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4999850.500000 Penalty: 5213.575195
	Iteration 22Q: 3 clusters Score -4999850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4999840.500000 Penalty: 5213.575195
	Iteration 23Q: 3 clusters Score -4999840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4999855.000000 Penalty: 5213.575195
	Iteration 24Q: 3 clusters Score -4999855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4999850.500000 Penalty: 5213.575195
	Iteration 25Q: 3 clusters Score -4999850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4999859.000000 Penalty: 5213.575195
	Iteration 26Q: 3 clusters Score -4999859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4999859.500000 Penalty: 5213.575195
	Iteration 27Q: 3 clusters Score -4999860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4999854.500000 Penalty: 5213.575195
	Iteration 28Q: 3 clusters Score -4999854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4999857.000000 Penalty: 5213.575195
	Iteration 29Q: 3 clusters Score -4999857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4999861.000000 Penalty: 5213.575195
	Iteration 30Q: 3 clusters Score -4999861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4999859.500000 Penalty: 5213.575195
	Iteration 31Q: 3 clusters Score -4999860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4999863.000000 Penalty: 5213.575195
	Iteration 32Q: 3 clusters Score -4999863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4999874.000000 Penalty: 5213.575195
	Iteration 33Q: 3 clusters Score -4999874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4999874.000000 Penalty: 5213.575195
	Iteration 34Q: 3 clusters Score -4999874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4999871.500000 Penalty: 5213.575195
	Iteration 35Q: 3 clusters Score -4999872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4999878.500000 Penalty: 5213.575195
	Iteration 36Q: 3 clusters Score -4999878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4999873.000000 Penalty: 5213.575195
	Iteration 37Q: 3 clusters Score -4999873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4999879.500000 Penalty: 5213.575195
	Iteration 38Q: 3 clusters Score -4999880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4999880.500000 Penalty: 5213.575195
	Iteration 39Q: 3 clusters Score -4999880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4999870.000000 Penalty: 5213.575195
	Iteration 40F: 3 clusters Score -4999870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4999871.500000 Penalty: 5213.575195
	Iteration 41Q: 3 clusters Score -4999872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4999866.500000 Penalty: 5213.575195
	Iteration 42Q: 3 clusters Score -4999866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4999879.000000 Penalty: 5213.575195
	Iteration 43Q: 3 clusters Score -4999879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4999879.500000 Penalty: 5213.575195
	Iteration 44Q: 3 clusters Score -4999880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4999881.500000 Penalty: 5213.575195
	Iteration 45Q: 3 clusters Score -4999882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4999885.500000 Penalty: 5213.575195
	Iteration 46Q: 3 clusters Score -4999886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4999885.500000 Penalty: 5213.575195
	Iteration 47F: 3 clusters Score -4999886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -96383.687500 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -96383.69 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 441 members 
Entering Unmasked Estep 
Score: -94591.312500 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -94591.31 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95059.218750 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -95059.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95410.578125 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -95410.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95824.570312 Penalty: 3339.767334
	Iteration 3F: 3 clusters Score -95824.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96114.882812 Penalty: 3339.767334
	Iteration 4F: 3 clusters Score -96114.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96251.250000 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -96251.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96316.468750 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -96316.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96378.781250 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -96378.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96472.828125 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -96472.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96580.312500 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -96580.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96673.039062 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -96673.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96778.476562 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -96778.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96851.453125 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -96851.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96884.601562 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -96884.6 nChanged 5
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: -96912.078125 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -96912.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96929.328125 Penalty: 3339.767334
	Iteration 15Q: 3 clusters Score -96929.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96932.140625 Penalty: 3339.767334
	Iteration 16Q: 3 clusters Score -96932.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96932.789062 Penalty: 3339.767334
	Iteration 17F: 3 clusters Score -96932.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96936.195312 Penalty: 3339.767334
	Iteration 18Q: 3 clusters Score -96936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96936.195312 Penalty: 3339.767334
	Iteration 19F: 3 clusters Score -96936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42211 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20891 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 178236 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173322 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24791 members 
Mstep: Class 24 contains 53719 members 
Mstep: Class 25 contains 492 members 
Entering Unmasked Estep 
Score: -126428512.000000 Penalty: 85381.617188
Splitting cluster 16 changes total score from -126426632.000000 to -126428512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -238374.984375 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -238375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235823.437500 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -235823.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -236443.203125 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -236443.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -236843.593750 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -236843.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -237166.765625 Penalty: 3747.988281
	Iteration 3F: 3 clusters Score -237166.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -237377.765625 Penalty: 3747.988281
	Iteration 4F: 3 clusters Score -237377.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -237495.906250 Penalty: 3747.988281
	Iteration 5Q: 3 clusters Score -237495.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -237578.109375 Penalty: 3747.988281
	Iteration 6Q: 3 clusters Score -237578.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -237620.984375 Penalty: 3747.988281
	Iteration 7Q: 3 clusters Score -237621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -237644.875000 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -237644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -237651.562500 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -237651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -237657.140625 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -237657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -237657.968750 Penalty: 3747.988281
	Iteration 11Q: 3 clusters Score -237658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -237657.968750 Penalty: 3747.988281
	Iteration 12F: 3 clusters Score -237658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -20563.037109 Penalty: 1320.106445
	Iteration 0F: 2 clusters Score -20563.04 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 107 members 
Entering Unmasked Estep 
Score: -19426.837891 Penalty: 2640.212891
	Iteration 0F: 3 clusters Score -19426.84 nChanged 15
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: -19480.953125 Penalty: 2640.212891
	Iteration 1F: 3 clusters Score -19480.95 nChanged 6
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: -19531.480469 Penalty: 2640.212891
	Iteration 2Q: 3 clusters Score -19531.48 nChanged 5
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: -19597.005859 Penalty: 2640.212891
	Iteration 3Q: 3 clusters Score -19597.01 nChanged 7
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: -19630.781250 Penalty: 2640.212891
	Iteration 4Q: 3 clusters Score -19630.78 nChanged 2
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: -19640.619141 Penalty: 2640.212891
	Iteration 5Q: 3 clusters Score -19640.62 nChanged 0
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: -19640.619141 Penalty: 2640.212891
	Iteration 6F: 3 clusters Score -19640.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Entering Unmasked Estep 
Score: -23473000.000000 Penalty: 2991.600830
	Iteration 0F: 2 clusters Score -2.3473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -23360998.000000 Penalty: 5983.201660
	Iteration 0F: 3 clusters Score -2.3361e+07 nChanged 82987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -23410000.000000 Penalty: 5983.201660
	Iteration 1F: 3 clusters Score -2.341e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -23411544.000000 Penalty: 5983.201660
	Iteration 2Q: 3 clusters Score -2.341154e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -23413868.000000 Penalty: 5983.201660
	Iteration 3Q: 3 clusters Score -2.341387e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -23417146.000000 Penalty: 5983.201660
	Iteration 4Q: 3 clusters Score -2.341715e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -23422508.000000 Penalty: 5983.201660
	Iteration 5F: 3 clusters Score -2.342251e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -23430632.000000 Penalty: 5983.201660
	Iteration 6F: 3 clusters Score -2.343063e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -23441826.000000 Penalty: 5983.201660
	Iteration 7F: 3 clusters Score -2.344183e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 153955 members 
Entering Unmasked Estep 
Score: -23453780.000000 Penalty: 5983.201660
	Iteration 8F: 3 clusters Score -2.345378e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 163596 members 
Entering Unmasked Estep 
Score: -23462632.000000 Penalty: 5983.201660
	Iteration 9F: 3 clusters Score -2.346263e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -23467544.000000 Penalty: 5983.201660
	Iteration 10Q: 3 clusters Score -2.346754e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 171495 members 
Entering Unmasked Estep 
Score: -23469466.000000 Penalty: 5983.201660
	Iteration 11Q: 3 clusters Score -2.346947e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 172355 members 
Entering Unmasked Estep 
Score: -23470086.000000 Penalty: 5983.201660
	Iteration 12Q: 3 clusters Score -2.347009e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -23470346.000000 Penalty: 5983.201660
	Iteration 13Q: 3 clusters Score -2.347035e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -23470486.000000 Penalty: 5983.201660
	Iteration 14Q: 3 clusters Score -2.347049e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 172768 members 
Entering Unmasked Estep 
Score: -23470584.000000 Penalty: 5983.201660
	Iteration 15Q: 3 clusters Score -2.347058e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 172796 members 
Entering Unmasked Estep 
Score: -23470654.000000 Penalty: 5983.201660
	Iteration 16Q: 3 clusters Score -2.347065e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470698.000000 Penalty: 5983.201660
	Iteration 17Q: 3 clusters Score -2.34707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470760.000000 Penalty: 5983.201660
	Iteration 18Q: 3 clusters Score -2.347076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -23470780.000000 Penalty: 5983.201660
	Iteration 19Q: 3 clusters Score -2.347078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 172807 members 
Entering Unmasked Estep 
Score: -23470808.000000 Penalty: 5983.201660
	Iteration 20F: 3 clusters Score -2.347081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -23470810.000000 Penalty: 5983.201660
	Iteration 21Q: 3 clusters Score -2.347081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 172808 members 
Entering Unmasked Estep 
Score: -23470822.000000 Penalty: 5983.201660
	Iteration 22Q: 3 clusters Score -2.347082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 172807 members 
Entering Unmasked Estep 
Score: -23470834.000000 Penalty: 5983.201660
	Iteration 23Q: 3 clusters Score -2.347083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470846.000000 Penalty: 5983.201660
	Iteration 24Q: 3 clusters Score -2.347085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -23470856.000000 Penalty: 5983.201660
	Iteration 25Q: 3 clusters Score -2.347086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172815 members 
Entering Unmasked Estep 
Score: -23470862.000000 Penalty: 5983.201660
	Iteration 26Q: 3 clusters Score -2.347086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -23470860.000000 Penalty: 5983.201660
	Iteration 27Q: 3 clusters Score -2.347086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470866.000000 Penalty: 5983.201660
	Iteration 28Q: 3 clusters Score -2.347087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 172810 members 
Entering Unmasked Estep 
Score: -23470858.000000 Penalty: 5983.201660
	Iteration 29Q: 3 clusters Score -2.347086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470878.000000 Penalty: 5983.201660
	Iteration 30Q: 3 clusters Score -2.347088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -23470868.000000 Penalty: 5983.201660
	Iteration 31Q: 3 clusters Score -2.347087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470868.000000 Penalty: 5983.201660
	Iteration 32Q: 3 clusters Score -2.347087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470874.000000 Penalty: 5983.201660
	Iteration 33Q: 3 clusters Score -2.347087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470872.000000 Penalty: 5983.201660
	Iteration 34Q: 3 clusters Score -2.347087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 172814 members 
Entering Unmasked Estep 
Score: -23470884.000000 Penalty: 5983.201660
	Iteration 35Q: 3 clusters Score -2.347088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -23470874.000000 Penalty: 5983.201660
	Iteration 36Q: 3 clusters Score -2.347087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -23470868.000000 Penalty: 5983.201660
	Iteration 37Q: 3 clusters Score -2.347087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -23470874.000000 Penalty: 5983.201660
	Iteration 38Q: 3 clusters Score -2.347087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 172814 members 
Entering Unmasked Estep 
Score: -23470874.000000 Penalty: 5983.201660
	Iteration 39Q: 3 clusters Score -2.347087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 172814 members 
Entering Unmasked Estep 
Score: -23470874.000000 Penalty: 5983.201660
	Iteration 40F: 3 clusters Score -2.347087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Entering Unmasked Estep 
Score: -1394770.125000 Penalty: 2326.720703
	Iteration 0F: 2 clusters Score -1394770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1385985.875000 Penalty: 4653.441406
	Iteration 0F: 3 clusters Score -1385986 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1389018.250000 Penalty: 4653.441406
	Iteration 1F: 3 clusters Score -1389018 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1390011.125000 Penalty: 4653.441406
	Iteration 2F: 3 clusters Score -1390011 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1391171.375000 Penalty: 4653.441406
	Iteration 3F: 3 clusters Score -1391171 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1392379.625000 Penalty: 4653.441406
	Iteration 4F: 3 clusters Score -1392380 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1393288.000000 Penalty: 4653.441406
	Iteration 5F: 3 clusters Score -1393288 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1393846.625000 Penalty: 4653.441406
	Iteration 6F: 3 clusters Score -1393847 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1394189.625000 Penalty: 4653.441406
	Iteration 7Q: 3 clusters Score -1394190 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1394470.000000 Penalty: 4653.441406
	Iteration 8Q: 3 clusters Score -1394470 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1394690.500000 Penalty: 4653.441406
	Iteration 9Q: 3 clusters Score -1394690 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1394844.125000 Penalty: 4653.441406
	Iteration 10Q: 3 clusters Score -1394844 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1394959.125000 Penalty: 4653.441406
	Iteration 11Q: 3 clusters Score -1394959 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1395034.625000 Penalty: 4653.441406
	Iteration 12Q: 3 clusters Score -1395035 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1395088.500000 Penalty: 4653.441406
	Iteration 13Q: 3 clusters Score -1395088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1395117.500000 Penalty: 4653.441406
	Iteration 14Q: 3 clusters Score -1395118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1395136.500000 Penalty: 4653.441406
	Iteration 15Q: 3 clusters Score -1395136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1395144.875000 Penalty: 4653.441406
	Iteration 16Q: 3 clusters Score -1395145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1395152.000000 Penalty: 4653.441406
	Iteration 17Q: 3 clusters Score -1395152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1395158.250000 Penalty: 4653.441406
	Iteration 18Q: 3 clusters Score -1395158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1395164.125000 Penalty: 4653.441406
	Iteration 19Q: 3 clusters Score -1395164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1395162.500000 Penalty: 4653.441406
	Iteration 20F: 3 clusters Score -1395162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1395164.000000 Penalty: 4653.441406
	Iteration 21Q: 3 clusters Score -1395164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1395164.125000 Penalty: 4653.441406
	Iteration 22Q: 3 clusters Score -1395164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1395164.750000 Penalty: 4653.441406
	Iteration 23Q: 3 clusters Score -1395165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1395164.625000 Penalty: 4653.441406
	Iteration 24Q: 3 clusters Score -1395165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1395166.500000 Penalty: 4653.441406
	Iteration 25Q: 3 clusters Score -1395166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1395168.125000 Penalty: 4653.441406
	Iteration 26Q: 3 clusters Score -1395168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1395165.125000 Penalty: 4653.441406
	Iteration 27Q: 3 clusters Score -1395165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1395164.625000 Penalty: 4653.441406
	Iteration 28Q: 3 clusters Score -1395165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1395166.250000 Penalty: 4653.441406
	Iteration 29Q: 3 clusters Score -1395166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1395166.125000 Penalty: 4653.441406
	Iteration 30Q: 3 clusters Score -1395166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1395166.750000 Penalty: 4653.441406
	Iteration 31Q: 3 clusters Score -1395167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1395169.500000 Penalty: 4653.441406
	Iteration 32Q: 3 clusters Score -1395170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1395166.750000 Penalty: 4653.441406
	Iteration 33Q: 3 clusters Score -1395167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1395167.125000 Penalty: 4653.441406
	Iteration 34Q: 3 clusters Score -1395167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1395167.125000 Penalty: 4653.441406
	Iteration 35F: 3 clusters Score -1395167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42211 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20891 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 178236 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173322 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24791 members 
Mstep: Class 24 contains 53719 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1194 members 
Entering Unmasked Estep 
Score: -126427632.000000 Penalty: 88796.882812
Splitting cluster 20 changes total score from -126426632.000000 to -126427632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -69771.804688 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -69771.8 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 371 members 
Entering Unmasked Estep 
Score: -68391.882812 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -68391.88 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69804.367188 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -69804.37 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71299.007812 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -71299.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -72251.367188 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -72251.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73052.968750 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -73052.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73224.679688 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -73224.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -73284.882812 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -73284.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73320.156250 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -73320.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73366.398438 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -73366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -73395.085938 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -73395.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73402.265625 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -73402.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73408.742188 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -73408.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -73422.625000 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -73422.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -73431.640625 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -73431.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -73441.007812 Penalty: 3276.227783
	Iteration 14F: 3 clusters Score -73441.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -73522.554688 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -73522.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73596.148438 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -73596.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -73645.687500 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -73645.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -73645.687500 Penalty: 3276.227783
	Iteration 18F: 3 clusters Score -73645.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42211 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20891 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 178236 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173322 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 24791 members 
Mstep: Class 24 contains 53719 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 496 members 
Entering Unmasked Estep 
Score: -126429808.000000 Penalty: 92212.148438
Splitting cluster 21 changes total score from -126426632.000000 to -126429808.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -137793.703125 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -137793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135768.906250 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -135768.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136488.093750 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -136488.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137042.078125 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -137042.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137516.609375 Penalty: 3511.693115
	Iteration 3F: 3 clusters Score -137516.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137914.906250 Penalty: 3511.693115
	Iteration 4F: 3 clusters Score -137914.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138259.890625 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -138259.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138954.187500 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -138954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139274.125000 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -139274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139319.656250 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -139319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139336.312500 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -139336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139345.437500 Penalty: 3511.693115
	Iteration 10Q: 3 clusters Score -139345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139366.640625 Penalty: 3511.693115
	Iteration 11Q: 3 clusters Score -139366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139371.625000 Penalty: 3511.693115
	Iteration 12Q: 3 clusters Score -139371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139373.078125 Penalty: 3511.693115
	Iteration 13Q: 3 clusters Score -139373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139373.078125 Penalty: 3511.693115
	Iteration 14F: 3 clusters Score -139373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42211 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20891 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 178236 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173322 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24791 members 
Mstep: Class 24 contains 53719 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126429696.000000 Penalty: 95627.414062
Splitting cluster 22 changes total score from -126426632.000000 to -126429696.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 23 (24791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Entering Unmasked Estep 
Score: -3400554.000000 Penalty: 2509.322510
	Iteration 0F: 2 clusters Score -3400554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3383387.000000 Penalty: 5018.645020
	Iteration 0F: 3 clusters Score -3383387 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3389375.500000 Penalty: 5018.645020
	Iteration 1F: 3 clusters Score -3389376 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3389752.500000 Penalty: 5018.645020
	Iteration 2Q: 3 clusters Score -3389752 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3390095.000000 Penalty: 5018.645020
	Iteration 3Q: 3 clusters Score -3390095 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3390382.750000 Penalty: 5018.645020
	Iteration 4Q: 3 clusters Score -3390383 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3390695.000000 Penalty: 5018.645020
	Iteration 5Q: 3 clusters Score -3390695 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3391094.000000 Penalty: 5018.645020
	Iteration 6Q: 3 clusters Score -3391094 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3391610.250000 Penalty: 5018.645020
	Iteration 7Q: 3 clusters Score -3391610 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3392289.000000 Penalty: 5018.645020
	Iteration 8Q: 3 clusters Score -3392289 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3393158.250000 Penalty: 5018.645020
	Iteration 9F: 3 clusters Score -3393158 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3394172.500000 Penalty: 5018.645020
	Iteration 10F: 3 clusters Score -3394172 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3395270.250000 Penalty: 5018.645020
	Iteration 11F: 3 clusters Score -3395270 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3396234.750000 Penalty: 5018.645020
	Iteration 12Q: 3 clusters Score -3396235 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3396909.750000 Penalty: 5018.645020
	Iteration 13Q: 3 clusters Score -3396910 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3397390.000000 Penalty: 5018.645020
	Iteration 14Q: 3 clusters Score -3397390 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3397674.750000 Penalty: 5018.645020
	Iteration 15Q: 3 clusters Score -3397675 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3397895.000000 Penalty: 5018.645020
	Iteration 16Q: 3 clusters Score -3397895 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3398011.000000 Penalty: 5018.645020
	Iteration 17Q: 3 clusters Score -3398011 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3398100.500000 Penalty: 5018.645020
	Iteration 18Q: 3 clusters Score -3398100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3398158.000000 Penalty: 5018.645020
	Iteration 19Q: 3 clusters Score -3398158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3398229.000000 Penalty: 5018.645020
	Iteration 20F: 3 clusters Score -3398229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3398270.500000 Penalty: 5018.645020
	Iteration 21Q: 3 clusters Score -3398270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3398314.750000 Penalty: 5018.645020
	Iteration 22Q: 3 clusters Score -3398315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3398344.500000 Penalty: 5018.645020
	Iteration 23Q: 3 clusters Score -3398344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3398355.000000 Penalty: 5018.645020
	Iteration 24Q: 3 clusters Score -3398355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3398361.000000 Penalty: 5018.645020
	Iteration 25Q: 3 clusters Score -3398361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3398363.500000 Penalty: 5018.645020
	Iteration 26Q: 3 clusters Score -3398364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3398368.750000 Penalty: 5018.645020
	Iteration 27Q: 3 clusters Score -3398369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3398376.250000 Penalty: 5018.645020
	Iteration 28Q: 3 clusters Score -3398376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3398379.750000 Penalty: 5018.645020
	Iteration 29Q: 3 clusters Score -3398380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3398386.000000 Penalty: 5018.645020
	Iteration 30Q: 3 clusters Score -3398386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3398383.750000 Penalty: 5018.645020
	Iteration 31Q: 3 clusters Score -3398384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3398383.500000 Penalty: 5018.645020
	Iteration 32Q: 3 clusters Score -3398384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3398393.250000 Penalty: 5018.645020
	Iteration 33Q: 3 clusters Score -3398393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3398398.000000 Penalty: 5018.645020
	Iteration 34Q: 3 clusters Score -3398398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3398398.000000 Penalty: 5018.645020
	Iteration 35Q: 3 clusters Score -3398398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3398396.750000 Penalty: 5018.645020
	Iteration 36Q: 3 clusters Score -3398397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3398396.750000 Penalty: 5018.645020
	Iteration 37F: 3 clusters Score -3398397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 42211 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20891 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 178236 members 
Mstep: Class 9 contains 38767 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173322 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430096.000000 Penalty: 95627.414062
Iteration 79Q: 29 clusters Score -1.264301e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 41956 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 20655 members 
Mstep: Class 7 contains 39277 members 
Mstep: Class 8 contains 178235 members 
Mstep: Class 9 contains 39177 members 
Mstep: Class 10 contains 1285 members 
Mstep: Class 11 contains 32129 members 
Mstep: Class 12 contains 9357 members 
Mstep: Class 13 contains 20709 members 
Mstep: Class 14 contains 186481 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 347 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 173285 members 
Mstep: Class 20 contains 11242 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24830 members 
Mstep: Class 24 contains 53317 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431720.000000 Penalty: 95627.414062
Iteration 80F: 29 clusters Score -1.264317e+08 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 41683 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 20492 members 
Mstep: Class 7 contains 38177 members 
Mstep: Class 8 contains 178180 members 
Mstep: Class 9 contains 39551 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 31923 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 20825 members 
Mstep: Class 14 contains 186363 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 173171 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24856 members 
Mstep: Class 24 contains 54625 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432696.000000 Penalty: 95627.414062
Iteration 81Q: 29 clusters Score -1.264327e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 41460 members 
Mstep: Class 4 contains 2512 members 
Mstep: Class 5 contains 3104 members 
Mstep: Class 6 contains 20365 members 
Mstep: Class 7 contains 37213 members 
Mstep: Class 8 contains 178097 members 
Mstep: Class 9 contains 39888 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31789 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 20897 members 
Mstep: Class 14 contains 186272 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1905 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 173014 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24913 members 
Mstep: Class 24 contains 55604 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3342.269775 but Gain 3415.265625
Score: -126433240.000000 Penalty: 92212.148438
Iteration 82Q: 28 clusters Score -1.264332e+08 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 41229 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 36384 members 
Mstep: Class 8 contains 178048 members 
Mstep: Class 9 contains 40193 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31701 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 20951 members 
Mstep: Class 14 contains 186513 members 
Mstep: Class 15 contains 36694 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172887 members 
Mstep: Class 20 contains 12069 members 
Mstep: Class 21 contains 155 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24948 members 
Mstep: Class 24 contains 58080 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1307 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126436400.000000 Penalty: 92212.148438
Iteration 83Q: 28 clusters Score -1.264364e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 41015 members 
Mstep: Class 5 contains 3255 members 
Mstep: Class 6 contains 20167 members 
Mstep: Class 7 contains 35413 members 
Mstep: Class 8 contains 177959 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31627 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 20998 members 
Mstep: Class 14 contains 186326 members 
Mstep: Class 15 contains 36647 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172793 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24972 members 
Mstep: Class 24 contains 58989 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1316 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126436544.000000 Penalty: 92212.148438
Iteration 84Q: 28 clusters Score -1.264365e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 40789 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 20109 members 
Mstep: Class 7 contains 34485 members 
Mstep: Class 8 contains 177815 members 
Mstep: Class 9 contains 40761 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31570 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 21041 members 
Mstep: Class 14 contains 186204 members 
Mstep: Class 15 contains 36579 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172704 members 
Mstep: Class 20 contains 12346 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24986 members 
Mstep: Class 24 contains 59790 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1325 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126437320.000000 Penalty: 92212.148438
Iteration 85Q: 28 clusters Score -1.264373e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 40606 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 20064 members 
Mstep: Class 7 contains 33633 members 
Mstep: Class 8 contains 177736 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31534 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 21049 members 
Mstep: Class 14 contains 186081 members 
Mstep: Class 15 contains 36488 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172572 members 
Mstep: Class 20 contains 12428 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25016 members 
Mstep: Class 24 contains 60460 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126437696.000000 Penalty: 92212.148438
Iteration 86Q: 28 clusters Score -1.264377e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 40421 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 20042 members 
Mstep: Class 7 contains 32832 members 
Mstep: Class 8 contains 177585 members 
Mstep: Class 9 contains 41231 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31489 members 
Mstep: Class 12 contains 9361 members 
Mstep: Class 13 contains 21063 members 
Mstep: Class 14 contains 185989 members 
Mstep: Class 15 contains 36396 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172453 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25043 members 
Mstep: Class 24 contains 61053 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126437656.000000 Penalty: 92212.148438
Iteration 87Q: 28 clusters Score -1.264377e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 40232 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 20023 members 
Mstep: Class 7 contains 32086 members 
Mstep: Class 8 contains 177417 members 
Mstep: Class 9 contains 41422 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31456 members 
Mstep: Class 12 contains 9378 members 
Mstep: Class 13 contains 21068 members 
Mstep: Class 14 contains 185865 members 
Mstep: Class 15 contains 36321 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172336 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25055 members 
Mstep: Class 24 contains 61609 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126437840.000000 Penalty: 92212.148438
Iteration 88Q: 28 clusters Score -1.264378e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 40065 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 20014 members 
Mstep: Class 7 contains 31344 members 
Mstep: Class 8 contains 177252 members 
Mstep: Class 9 contains 41600 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31431 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 21055 members 
Mstep: Class 14 contains 185748 members 
Mstep: Class 15 contains 36259 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172210 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25066 members 
Mstep: Class 24 contains 62140 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438192.000000 Penalty: 92212.148438
Iteration 89Q: 28 clusters Score -1.264382e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 39891 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 20002 members 
Mstep: Class 7 contains 30570 members 
Mstep: Class 8 contains 177162 members 
Mstep: Class 9 contains 41771 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31416 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 21034 members 
Mstep: Class 14 contains 185589 members 
Mstep: Class 15 contains 36191 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172132 members 
Mstep: Class 20 contains 12565 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25059 members 
Mstep: Class 24 contains 62663 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438536.000000 Penalty: 92212.148438
Iteration 90Q: 28 clusters Score -1.264385e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 39722 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 19984 members 
Mstep: Class 7 contains 29862 members 
Mstep: Class 8 contains 177084 members 
Mstep: Class 9 contains 41907 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31407 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 21012 members 
Mstep: Class 14 contains 185387 members 
Mstep: Class 15 contains 36116 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 172025 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25046 members 
Mstep: Class 24 contains 63149 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438784.000000 Penalty: 92212.148438
Iteration 91Q: 28 clusters Score -1.264388e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 39561 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 19976 members 
Mstep: Class 7 contains 29114 members 
Mstep: Class 8 contains 177006 members 
Mstep: Class 9 contains 42019 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31402 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 21005 members 
Mstep: Class 14 contains 185207 members 
Mstep: Class 15 contains 36042 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171909 members 
Mstep: Class 20 contains 12602 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25027 members 
Mstep: Class 24 contains 63689 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439048.000000 Penalty: 92212.148438
Iteration 92Q: 28 clusters Score -1.26439e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 39412 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 19961 members 
Mstep: Class 7 contains 28413 members 
Mstep: Class 8 contains 176933 members 
Mstep: Class 9 contains 42114 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 20999 members 
Mstep: Class 14 contains 185002 members 
Mstep: Class 15 contains 35967 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171769 members 
Mstep: Class 20 contains 12613 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25005 members 
Mstep: Class 24 contains 64195 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439200.000000 Penalty: 92212.148438
Iteration 93Q: 28 clusters Score -1.264392e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 39253 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 19956 members 
Mstep: Class 7 contains 27740 members 
Mstep: Class 8 contains 176825 members 
Mstep: Class 9 contains 42201 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31389 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 20998 members 
Mstep: Class 14 contains 184775 members 
Mstep: Class 15 contains 35889 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171659 members 
Mstep: Class 20 contains 12617 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24993 members 
Mstep: Class 24 contains 64673 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126438984.000000 Penalty: 92212.148438
Iteration 94Q: 28 clusters Score -1.26439e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 39122 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 19946 members 
Mstep: Class 7 contains 27035 members 
Mstep: Class 8 contains 176668 members 
Mstep: Class 9 contains 42276 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31382 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 20991 members 
Mstep: Class 14 contains 184548 members 
Mstep: Class 15 contains 35831 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171573 members 
Mstep: Class 20 contains 12625 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24991 members 
Mstep: Class 24 contains 65164 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439144.000000 Penalty: 92212.148438
Iteration 95Q: 28 clusters Score -1.264391e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 39000 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 19938 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 176495 members 
Mstep: Class 9 contains 42351 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31371 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 184305 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171538 members 
Mstep: Class 20 contains 12634 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24974 members 
Mstep: Class 24 contains 65669 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439072.000000 Penalty: 92212.148438
Iteration 96Q: 28 clusters Score -1.264391e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 38879 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 176373 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 13 contains 20972 members 
Mstep: Class 14 contains 184026 members 
Mstep: Class 15 contains 35675 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171465 members 
Mstep: Class 20 contains 12638 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24973 members 
Mstep: Class 24 contains 66193 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439576.000000 Penalty: 92212.148438
Iteration 97Q: 28 clusters Score -1.264396e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 38766 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 19923 members 
Mstep: Class 7 contains 24961 members 
Mstep: Class 8 contains 176210 members 
Mstep: Class 9 contains 42510 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31352 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 20967 members 
Mstep: Class 14 contains 183744 members 
Mstep: Class 15 contains 35602 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171389 members 
Mstep: Class 20 contains 12641 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24967 members 
Mstep: Class 24 contains 66698 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126439648.000000 Penalty: 92212.148438
Iteration 98Q: 28 clusters Score -1.264396e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 24323 members 
Mstep: Class 8 contains 176050 members 
Mstep: Class 9 contains 42587 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31338 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 20962 members 
Mstep: Class 14 contains 183443 members 
Mstep: Class 15 contains 35523 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171314 members 
Mstep: Class 20 contains 12647 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24949 members 
Mstep: Class 24 contains 67183 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440240.000000 Penalty: 92212.148438
Iteration 99Q: 28 clusters Score -1.264402e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 38524 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 19909 members 
Mstep: Class 7 contains 23711 members 
Mstep: Class 8 contains 175817 members 
Mstep: Class 9 contains 42657 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31334 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 20964 members 
Mstep: Class 14 contains 183193 members 
Mstep: Class 15 contains 35460 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1863 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171230 members 
Mstep: Class 20 contains 12648 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24927 members 
Mstep: Class 24 contains 67641 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440544.000000 Penalty: 92212.148438
Iteration 100F: 28 clusters Score -1.264405e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 38400 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 19896 members 
Mstep: Class 7 contains 23104 members 
Mstep: Class 8 contains 175605 members 
Mstep: Class 9 contains 42734 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31324 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 20968 members 
Mstep: Class 14 contains 182946 members 
Mstep: Class 15 contains 35386 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171148 members 
Mstep: Class 20 contains 12651 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24914 members 
Mstep: Class 24 contains 68089 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440416.000000 Penalty: 92212.148438
Iteration 101Q: 28 clusters Score -1.264404e+08 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 38274 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 19893 members 
Mstep: Class 7 contains 22538 members 
Mstep: Class 8 contains 175389 members 
Mstep: Class 9 contains 42774 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31310 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 20978 members 
Mstep: Class 14 contains 182648 members 
Mstep: Class 15 contains 35319 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 171028 members 
Mstep: Class 20 contains 12653 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24907 members 
Mstep: Class 24 contains 68551 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126440800.000000 Penalty: 92212.148438
Iteration 102Q: 28 clusters Score -1.264408e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 38172 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 19878 members 
Mstep: Class 7 contains 21997 members 
Mstep: Class 8 contains 175160 members 
Mstep: Class 9 contains 42808 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 31295 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 20981 members 
Mstep: Class 14 contains 182334 members 
Mstep: Class 15 contains 35258 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170940 members 
Mstep: Class 20 contains 12657 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24892 members 
Mstep: Class 24 contains 69001 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441376.000000 Penalty: 92212.148438
Iteration 103Q: 28 clusters Score -1.264414e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 38047 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 19865 members 
Mstep: Class 7 contains 21428 members 
Mstep: Class 8 contains 174917 members 
Mstep: Class 9 contains 42828 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31286 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 20997 members 
Mstep: Class 14 contains 182065 members 
Mstep: Class 15 contains 35189 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170839 members 
Mstep: Class 20 contains 12659 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24875 members 
Mstep: Class 24 contains 69448 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126441880.000000 Penalty: 92212.148438
Iteration 104Q: 28 clusters Score -1.264419e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 37911 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 19854 members 
Mstep: Class 7 contains 20857 members 
Mstep: Class 8 contains 174694 members 
Mstep: Class 9 contains 42846 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31267 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 21008 members 
Mstep: Class 14 contains 181788 members 
Mstep: Class 15 contains 35131 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170722 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24861 members 
Mstep: Class 24 contains 69860 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126442104.000000 Penalty: 92212.148438
Iteration 105Q: 28 clusters Score -1.264421e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 37775 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 19845 members 
Mstep: Class 7 contains 20284 members 
Mstep: Class 8 contains 174528 members 
Mstep: Class 9 contains 42844 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31249 members 
Mstep: Class 12 contains 9425 members 
Mstep: Class 13 contains 21006 members 
Mstep: Class 14 contains 181470 members 
Mstep: Class 15 contains 35058 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170590 members 
Mstep: Class 20 contains 12670 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24846 members 
Mstep: Class 24 contains 70255 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126442144.000000 Penalty: 92212.148438
Iteration 106Q: 28 clusters Score -1.264421e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 37673 members 
Mstep: Class 5 contains 5596 members 
Mstep: Class 6 contains 19838 members 
Mstep: Class 7 contains 19698 members 
Mstep: Class 8 contains 174348 members 
Mstep: Class 9 contains 42846 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 31233 members 
Mstep: Class 12 contains 9427 members 
Mstep: Class 13 contains 21007 members 
Mstep: Class 14 contains 181179 members 
Mstep: Class 15 contains 34973 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170442 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24829 members 
Mstep: Class 24 contains 70630 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126442600.000000 Penalty: 92212.148438
Iteration 107Q: 28 clusters Score -1.264426e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 37557 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 19834 members 
Mstep: Class 7 contains 19053 members 
Mstep: Class 8 contains 174199 members 
Mstep: Class 9 contains 42850 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31214 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 21011 members 
Mstep: Class 14 contains 180922 members 
Mstep: Class 15 contains 34877 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170292 members 
Mstep: Class 20 contains 12685 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24821 members 
Mstep: Class 24 contains 71039 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126442704.000000 Penalty: 92212.148438
Iteration 108Q: 28 clusters Score -1.264427e+08 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 37448 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 19829 members 
Mstep: Class 7 contains 18418 members 
Mstep: Class 8 contains 174084 members 
Mstep: Class 9 contains 42850 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 31205 members 
Mstep: Class 12 contains 9441 members 
Mstep: Class 13 contains 21012 members 
Mstep: Class 14 contains 180674 members 
Mstep: Class 15 contains 34780 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 170128 members 
Mstep: Class 20 contains 12686 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24829 members 
Mstep: Class 24 contains 71418 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126443120.000000 Penalty: 92212.148438
Iteration 109Q: 28 clusters Score -1.264431e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 37338 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 19827 members 
Mstep: Class 7 contains 17833 members 
Mstep: Class 8 contains 173923 members 
Mstep: Class 9 contains 42872 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31199 members 
Mstep: Class 12 contains 9444 members 
Mstep: Class 13 contains 20999 members 
Mstep: Class 14 contains 180437 members 
Mstep: Class 15 contains 34649 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169980 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24821 members 
Mstep: Class 24 contains 71755 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126443384.000000 Penalty: 92212.148438
Iteration 110Q: 28 clusters Score -1.264434e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 37214 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 19824 members 
Mstep: Class 7 contains 17294 members 
Mstep: Class 8 contains 173770 members 
Mstep: Class 9 contains 42907 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 31190 members 
Mstep: Class 12 contains 9443 members 
Mstep: Class 13 contains 20988 members 
Mstep: Class 14 contains 180137 members 
Mstep: Class 15 contains 34507 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169831 members 
Mstep: Class 20 contains 12691 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24805 members 
Mstep: Class 24 contains 72079 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126443712.000000 Penalty: 92212.148438
Iteration 111Q: 28 clusters Score -1.264437e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 37108 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 19815 members 
Mstep: Class 7 contains 16748 members 
Mstep: Class 8 contains 173559 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 31181 members 
Mstep: Class 12 contains 9446 members 
Mstep: Class 13 contains 20982 members 
Mstep: Class 14 contains 179895 members 
Mstep: Class 15 contains 34349 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169669 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24791 members 
Mstep: Class 24 contains 72388 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126443960.000000 Penalty: 92212.148438
Iteration 112Q: 28 clusters Score -1.26444e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 36995 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 16231 members 
Mstep: Class 8 contains 173354 members 
Mstep: Class 9 contains 42940 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31181 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 20967 members 
Mstep: Class 14 contains 179657 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169531 members 
Mstep: Class 20 contains 12693 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24779 members 
Mstep: Class 24 contains 72661 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126444168.000000 Penalty: 92212.148438
Iteration 113Q: 28 clusters Score -1.264442e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 36868 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 19801 members 
Mstep: Class 7 contains 15749 members 
Mstep: Class 8 contains 173186 members 
Mstep: Class 9 contains 42960 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9458 members 
Mstep: Class 13 contains 20953 members 
Mstep: Class 14 contains 179379 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169382 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24761 members 
Mstep: Class 24 contains 72898 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126444464.000000 Penalty: 92212.148438
Iteration 114Q: 28 clusters Score -1.264445e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 36753 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 19784 members 
Mstep: Class 7 contains 15280 members 
Mstep: Class 8 contains 172964 members 
Mstep: Class 9 contains 42973 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 31159 members 
Mstep: Class 12 contains 9463 members 
Mstep: Class 13 contains 20940 members 
Mstep: Class 14 contains 179143 members 
Mstep: Class 15 contains 33912 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169205 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24744 members 
Mstep: Class 24 contains 73136 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126444984.000000 Penalty: 92212.148438
Iteration 115Q: 28 clusters Score -1.26445e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 36637 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 19761 members 
Mstep: Class 7 contains 14845 members 
Mstep: Class 8 contains 172724 members 
Mstep: Class 9 contains 42973 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31157 members 
Mstep: Class 12 contains 9458 members 
Mstep: Class 13 contains 20920 members 
Mstep: Class 14 contains 178863 members 
Mstep: Class 15 contains 33757 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 169038 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24706 members 
Mstep: Class 24 contains 73349 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126445392.000000 Penalty: 92212.148438
Iteration 116Q: 28 clusters Score -1.264454e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 36517 members 
Mstep: Class 5 contains 6135 members 
Mstep: Class 6 contains 19744 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 172479 members 
Mstep: Class 9 contains 42990 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 20893 members 
Mstep: Class 14 contains 178477 members 
Mstep: Class 15 contains 33588 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168863 members 
Mstep: Class 20 contains 12711 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24661 members 
Mstep: Class 24 contains 73535 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126446024.000000 Penalty: 92212.148438
Iteration 117Q: 28 clusters Score -1.26446e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 36399 members 
Mstep: Class 5 contains 6184 members 
Mstep: Class 6 contains 19728 members 
Mstep: Class 7 contains 13996 members 
Mstep: Class 8 contains 172311 members 
Mstep: Class 9 contains 43018 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31130 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 20887 members 
Mstep: Class 14 contains 178023 members 
Mstep: Class 15 contains 33406 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168662 members 
Mstep: Class 20 contains 12717 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24645 members 
Mstep: Class 24 contains 73719 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126445768.000000 Penalty: 92212.148438
Iteration 118Q: 28 clusters Score -1.264458e+08 nChanged 3481
Entering ConstructFrom: 
Score: -126445768.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (103912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Entering Unmasked Estep 
Score: -14049044.000000 Penalty: 2864.722412
	Iteration 0F: 2 clusters Score -1.404904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -13979804.000000 Penalty: 5729.444824
	Iteration 0F: 3 clusters Score -1.39798e+07 nChanged 49027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -14007491.000000 Penalty: 5729.444824
	Iteration 1F: 3 clusters Score -1.400749e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -14008063.000000 Penalty: 5729.444824
	Iteration 2Q: 3 clusters Score -1.400806e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -14008501.000000 Penalty: 5729.444824
	Iteration 3Q: 3 clusters Score -1.40085e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -14009008.000000 Penalty: 5729.444824
	Iteration 4Q: 3 clusters Score -1.400901e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -14009381.000000 Penalty: 5729.444824
	Iteration 5Q: 3 clusters Score -1.400938e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -14009993.000000 Penalty: 5729.444824
	Iteration 6Q: 3 clusters Score -1.400999e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -14010766.000000 Penalty: 5729.444824
	Iteration 7Q: 3 clusters Score -1.401077e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -14012016.000000 Penalty: 5729.444824
	Iteration 8Q: 3 clusters Score -1.401202e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -14014011.000000 Penalty: 5729.444824
	Iteration 9Q: 3 clusters Score -1.401401e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -14017186.000000 Penalty: 5729.444824
	Iteration 10F: 3 clusters Score -1.401719e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -14022215.000000 Penalty: 5729.444824
	Iteration 11F: 3 clusters Score -1.402222e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -14028816.000000 Penalty: 5729.444824
	Iteration 12F: 3 clusters Score -1.402882e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -14034807.000000 Penalty: 5729.444824
	Iteration 13F: 3 clusters Score -1.403481e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94548 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -14039283.000000 Penalty: 5729.444824
	Iteration 14Q: 3 clusters Score -1.403928e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -14042170.000000 Penalty: 5729.444824
	Iteration 15Q: 3 clusters Score -1.404217e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -14043860.000000 Penalty: 5729.444824
	Iteration 16Q: 3 clusters Score -1.404386e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -14044888.000000 Penalty: 5729.444824
	Iteration 17Q: 3 clusters Score -1.404489e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -14045498.000000 Penalty: 5729.444824
	Iteration 18Q: 3 clusters Score -1.40455e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14045897.000000 Penalty: 5729.444824
	Iteration 19Q: 3 clusters Score -1.40459e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14046148.000000 Penalty: 5729.444824
	Iteration 20F: 3 clusters Score -1.404615e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14046261.000000 Penalty: 5729.444824
	Iteration 21Q: 3 clusters Score -1.404626e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14046336.000000 Penalty: 5729.444824
	Iteration 22Q: 3 clusters Score -1.404634e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14046378.000000 Penalty: 5729.444824
	Iteration 23Q: 3 clusters Score -1.404638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14046416.000000 Penalty: 5729.444824
	Iteration 24Q: 3 clusters Score -1.404642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14046448.000000 Penalty: 5729.444824
	Iteration 25Q: 3 clusters Score -1.404645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -14046491.000000 Penalty: 5729.444824
	Iteration 26Q: 3 clusters Score -1.404649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14046497.000000 Penalty: 5729.444824
	Iteration 27Q: 3 clusters Score -1.40465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14046530.000000 Penalty: 5729.444824
	Iteration 28Q: 3 clusters Score -1.404653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14046540.000000 Penalty: 5729.444824
	Iteration 29Q: 3 clusters Score -1.404654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14046553.000000 Penalty: 5729.444824
	Iteration 30Q: 3 clusters Score -1.404655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14046560.000000 Penalty: 5729.444824
	Iteration 31Q: 3 clusters Score -1.404656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14046560.000000 Penalty: 5729.444824
	Iteration 32Q: 3 clusters Score -1.404656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14046560.000000 Penalty: 5729.444824
	Iteration 33F: 3 clusters Score -1.404656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -325799.031250 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -325799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -322870.718750 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -322870.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -323387.375000 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -323387.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -323544.968750 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -323545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -323621.125000 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -323621.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -323671.625000 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -323671.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -323698.968750 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -323699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -323728.156250 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -323728.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -323755.500000 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -323755.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -323776.437500 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -323776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -323792.218750 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -323792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -323802.968750 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -323803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -323813.687500 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -323813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -323819.468750 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -323819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -323820.875000 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -323820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -323822.000000 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -323822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -323825.968750 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -323826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -323830.406250 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -323830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -323834.343750 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -323834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -323836.031250 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -323836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -323836.031250 Penalty: 3865.414551
	Iteration 19F: 3 clusters Score -323836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Entering Unmasked Estep 
Score: -4965469.500000 Penalty: 2603.770996
	Iteration 0F: 2 clusters Score -4965470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4941038.000000 Penalty: 5207.541992
	Iteration 0F: 3 clusters Score -4941038 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -4949889.000000 Penalty: 5207.541992
	Iteration 1F: 3 clusters Score -4949889 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4950377.000000 Penalty: 5207.541992
	Iteration 2Q: 3 clusters Score -4950377 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4950811.500000 Penalty: 5207.541992
	Iteration 3Q: 3 clusters Score -4950812 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4951311.000000 Penalty: 5207.541992
	Iteration 4Q: 3 clusters Score -4951311 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4951988.500000 Penalty: 5207.541992
	Iteration 5Q: 3 clusters Score -4951988 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4952909.000000 Penalty: 5207.541992
	Iteration 6Q: 3 clusters Score -4952909 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4954133.500000 Penalty: 5207.541992
	Iteration 7F: 3 clusters Score -4954134 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4955729.000000 Penalty: 5207.541992
	Iteration 8F: 3 clusters Score -4955729 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4957687.000000 Penalty: 5207.541992
	Iteration 9F: 3 clusters Score -4957687 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4959422.000000 Penalty: 5207.541992
	Iteration 10F: 3 clusters Score -4959422 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4960397.000000 Penalty: 5207.541992
	Iteration 11Q: 3 clusters Score -4960397 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4960828.000000 Penalty: 5207.541992
	Iteration 12Q: 3 clusters Score -4960828 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4961065.000000 Penalty: 5207.541992
	Iteration 13Q: 3 clusters Score -4961065 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4961190.500000 Penalty: 5207.541992
	Iteration 14Q: 3 clusters Score -4961190 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4961291.500000 Penalty: 5207.541992
	Iteration 15Q: 3 clusters Score -4961292 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4961397.000000 Penalty: 5207.541992
	Iteration 16Q: 3 clusters Score -4961397 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4961491.000000 Penalty: 5207.541992
	Iteration 17Q: 3 clusters Score -4961491 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4961584.500000 Penalty: 5207.541992
	Iteration 18Q: 3 clusters Score -4961584 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4961664.000000 Penalty: 5207.541992
	Iteration 19Q: 3 clusters Score -4961664 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4961732.000000 Penalty: 5207.541992
	Iteration 20F: 3 clusters Score -4961732 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4961797.000000 Penalty: 5207.541992
	Iteration 21Q: 3 clusters Score -4961797 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4961830.000000 Penalty: 5207.541992
	Iteration 22Q: 3 clusters Score -4961830 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4961876.500000 Penalty: 5207.541992
	Iteration 23Q: 3 clusters Score -4961876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4961932.000000 Penalty: 5207.541992
	Iteration 24Q: 3 clusters Score -4961932 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4961953.000000 Penalty: 5207.541992
	Iteration 25Q: 3 clusters Score -4961953 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4961992.500000 Penalty: 5207.541992
	Iteration 26Q: 3 clusters Score -4961992 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4962036.000000 Penalty: 5207.541992
	Iteration 27Q: 3 clusters Score -4962036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4962044.000000 Penalty: 5207.541992
	Iteration 28Q: 3 clusters Score -4962044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -4962073.500000 Penalty: 5207.541992
	Iteration 29Q: 3 clusters Score -4962074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4962091.000000 Penalty: 5207.541992
	Iteration 30Q: 3 clusters Score -4962091 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4962115.000000 Penalty: 5207.541992
	Iteration 31Q: 3 clusters Score -4962115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4962124.000000 Penalty: 5207.541992
	Iteration 32Q: 3 clusters Score -4962124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4962166.500000 Penalty: 5207.541992
	Iteration 33Q: 3 clusters Score -4962166 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4962183.000000 Penalty: 5207.541992
	Iteration 34Q: 3 clusters Score -4962183 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4962219.000000 Penalty: 5207.541992
	Iteration 35Q: 3 clusters Score -4962219 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4962244.500000 Penalty: 5207.541992
	Iteration 36Q: 3 clusters Score -4962244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4962284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4962315.000000 Penalty: 5207.541992
	Iteration 38Q: 3 clusters Score -4962315 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4962344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4962367.000000 Penalty: 5207.541992
	Iteration 40F: 3 clusters Score -4962367 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4962393.000000 Penalty: 5207.541992
	Iteration 41Q: 3 clusters Score -4962393 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4962399.000000 Penalty: 5207.541992
	Iteration 42Q: 3 clusters Score -4962399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4962425.500000 Penalty: 5207.541992
	Iteration 43Q: 3 clusters Score -4962426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4962442.000000 Penalty: 5207.541992
	Iteration 44Q: 3 clusters Score -4962442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4962470.000000 Penalty: 5207.541992
	Iteration 45Q: 3 clusters Score -4962470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4962482.500000 Penalty: 5207.541992
	Iteration 46Q: 3 clusters Score -4962482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4962515.000000 Penalty: 5207.541992
	Iteration 47Q: 3 clusters Score -4962515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4962544.500000 Penalty: 5207.541992
	Iteration 48Q: 3 clusters Score -4962544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4962561.000000 Penalty: 5207.541992
	Iteration 49Q: 3 clusters Score -4962561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4962582.000000 Penalty: 5207.541992
	Iteration 50Q: 3 clusters Score -4962582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4962605.500000 Penalty: 5207.541992
	Iteration 51Q: 3 clusters Score -4962606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4962635.500000 Penalty: 5207.541992
	Iteration 52Q: 3 clusters Score -4962636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4962666.500000 Penalty: 5207.541992
	Iteration 53Q: 3 clusters Score -4962666 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4962676.000000 Penalty: 5207.541992
	Iteration 54Q: 3 clusters Score -4962676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4962695.000000 Penalty: 5207.541992
	Iteration 55Q: 3 clusters Score -4962695 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4962722.000000 Penalty: 5207.541992
	Iteration 56Q: 3 clusters Score -4962722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4962742.500000 Penalty: 5207.541992
	Iteration 57Q: 3 clusters Score -4962742 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4962771.500000 Penalty: 5207.541992
	Iteration 58Q: 3 clusters Score -4962772 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4962780.000000 Penalty: 5207.541992
	Iteration 59Q: 3 clusters Score -4962780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4962795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4962827.000000 Penalty: 5207.541992
	Iteration 61Q: 3 clusters Score -4962827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4962834.000000 Penalty: 5207.541992
	Iteration 62Q: 3 clusters Score -4962834 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4962840.000000 Penalty: 5207.541992
	Iteration 63Q: 3 clusters Score -4962840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4962862.500000 Penalty: 5207.541992
	Iteration 64Q: 3 clusters Score -4962862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4962863.000000 Penalty: 5207.541992
	Iteration 65Q: 3 clusters Score -4962863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4962876.000000 Penalty: 5207.541992
	Iteration 66Q: 3 clusters Score -4962876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4962873.000000 Penalty: 5207.541992
	Iteration 67Q: 3 clusters Score -4962873 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4962882.000000 Penalty: 5207.541992
	Iteration 68Q: 3 clusters Score -4962882 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4962901.000000 Penalty: 5207.541992
	Iteration 69Q: 3 clusters Score -4962901 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4962911.500000 Penalty: 5207.541992
	Iteration 70Q: 3 clusters Score -4962912 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4962914.000000 Penalty: 5207.541992
	Iteration 71Q: 3 clusters Score -4962914 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4962928.000000 Penalty: 5207.541992
	Iteration 72Q: 3 clusters Score -4962928 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4962935.500000 Penalty: 5207.541992
	Iteration 73Q: 3 clusters Score -4962936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4962947.500000 Penalty: 5207.541992
	Iteration 74Q: 3 clusters Score -4962948 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4962956.500000 Penalty: 5207.541992
	Iteration 75Q: 3 clusters Score -4962956 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4962963.500000 Penalty: 5207.541992
	Iteration 76Q: 3 clusters Score -4962964 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4962979.000000 Penalty: 5207.541992
	Iteration 77Q: 3 clusters Score -4962979 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4962985.500000 Penalty: 5207.541992
	Iteration 78Q: 3 clusters Score -4962986 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4962978.500000 Penalty: 5207.541992
	Iteration 79Q: 3 clusters Score -4962978 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4962983.000000 Penalty: 5207.541992
	Iteration 80F: 3 clusters Score -4962983 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4962990.500000 Penalty: 5207.541992
	Iteration 81Q: 3 clusters Score -4962990 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4962992.000000 Penalty: 5207.541992
	Iteration 82Q: 3 clusters Score -4962992 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4963001.000000 Penalty: 5207.541992
	Iteration 83Q: 3 clusters Score -4963001 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4963008.000000 Penalty: 5207.541992
	Iteration 84Q: 3 clusters Score -4963008 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4963013.000000 Penalty: 5207.541992
	Iteration 85Q: 3 clusters Score -4963013 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4963026.000000 Penalty: 5207.541992
	Iteration 86Q: 3 clusters Score -4963026 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4963030.500000 Penalty: 5207.541992
	Iteration 87Q: 3 clusters Score -4963030 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4963038.000000 Penalty: 5207.541992
	Iteration 88Q: 3 clusters Score -4963038 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4963043.000000 Penalty: 5207.541992
	Iteration 89Q: 3 clusters Score -4963043 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4963041.000000 Penalty: 5207.541992
	Iteration 90Q: 3 clusters Score -4963041 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4963045.000000 Penalty: 5207.541992
	Iteration 91Q: 3 clusters Score -4963045 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4963046.000000 Penalty: 5207.541992
	Iteration 92Q: 3 clusters Score -4963046 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4963050.500000 Penalty: 5207.541992
	Iteration 93Q: 3 clusters Score -4963050 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4963051.000000 Penalty: 5207.541992
	Iteration 94Q: 3 clusters Score -4963051 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4963066.500000 Penalty: 5207.541992
	Iteration 95Q: 3 clusters Score -4963066 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4963066 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4963072.500000 Penalty: 5207.541992
	Iteration 97Q: 3 clusters Score -4963072 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4963084.000000 Penalty: 5207.541992
	Iteration 98Q: 3 clusters Score -4963084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4963084.000000 Penalty: 5207.541992
	Iteration 99Q: 3 clusters Score -4963084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4963096.500000 Penalty: 5207.541992
	Iteration 100F: 3 clusters Score -4963096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4963098.500000 Penalty: 5207.541992
	Iteration 101Q: 3 clusters Score -4963098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4963103.500000 Penalty: 5207.541992
	Iteration 102Q: 3 clusters Score -4963104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4963111.500000 Penalty: 5207.541992
	Iteration 103Q: 3 clusters Score -4963112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4963123.000000 Penalty: 5207.541992
	Iteration 104Q: 3 clusters Score -4963123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4963127.500000 Penalty: 5207.541992
	Iteration 105Q: 3 clusters Score -4963128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4963142.000000 Penalty: 5207.541992
	Iteration 106Q: 3 clusters Score -4963142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4963150.500000 Penalty: 5207.541992
	Iteration 107Q: 3 clusters Score -4963150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4963149.000000 Penalty: 5207.541992
	Iteration 108Q: 3 clusters Score -4963149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4963157.000000 Penalty: 5207.541992
	Iteration 109Q: 3 clusters Score -4963157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4963161.000000 Penalty: 5207.541992
	Iteration 110Q: 3 clusters Score -4963161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4963164.000000 Penalty: 5207.541992
	Iteration 111Q: 3 clusters Score -4963164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4963165.500000 Penalty: 5207.541992
	Iteration 112Q: 3 clusters Score -4963166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4963169.000000 Penalty: 5207.541992
	Iteration 113Q: 3 clusters Score -4963169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4963172.500000 Penalty: 5207.541992
	Iteration 114Q: 3 clusters Score -4963172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4963181.000000 Penalty: 5207.541992
	Iteration 115Q: 3 clusters Score -4963181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4963183.000000 Penalty: 5207.541992
	Iteration 116Q: 3 clusters Score -4963183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4963183.500000 Penalty: 5207.541992
	Iteration 117Q: 3 clusters Score -4963184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4963194.500000 Penalty: 5207.541992
	Iteration 118Q: 3 clusters Score -4963194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4963201.000000 Penalty: 5207.541992
	Iteration 119Q: 3 clusters Score -4963201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4963195.500000 Penalty: 5207.541992
	Iteration 120F: 3 clusters Score -4963196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4963199.500000 Penalty: 5207.541992
	Iteration 121Q: 3 clusters Score -4963200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4963198.000000 Penalty: 5207.541992
	Iteration 122Q: 3 clusters Score -4963198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4963193.500000 Penalty: 5207.541992
	Iteration 123Q: 3 clusters Score -4963194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4963193.500000 Penalty: 5207.541992
	Iteration 124Q: 3 clusters Score -4963194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4963201.500000 Penalty: 5207.541992
	Iteration 125Q: 3 clusters Score -4963202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4963204.500000 Penalty: 5207.541992
	Iteration 126Q: 3 clusters Score -4963204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4963201.500000 Penalty: 5207.541992
	Iteration 127Q: 3 clusters Score -4963202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4963206.000000 Penalty: 5207.541992
	Iteration 128Q: 3 clusters Score -4963206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4963208.000000 Penalty: 5207.541992
	Iteration 129Q: 3 clusters Score -4963208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4963212.000000 Penalty: 5207.541992
	Iteration 130Q: 3 clusters Score -4963212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4963210.000000 Penalty: 5207.541992
	Iteration 131Q: 3 clusters Score -4963210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4963209.000000 Penalty: 5207.541992
	Iteration 132Q: 3 clusters Score -4963209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4963210.500000 Penalty: 5207.541992
	Iteration 133Q: 3 clusters Score -4963210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4963218.500000 Penalty: 5207.541992
	Iteration 134Q: 3 clusters Score -4963218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4963214.500000 Penalty: 5207.541992
	Iteration 135Q: 3 clusters Score -4963214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4963206.500000 Penalty: 5207.541992
	Iteration 136Q: 3 clusters Score -4963206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4963211.500000 Penalty: 5207.541992
	Iteration 137Q: 3 clusters Score -4963212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4963213.500000 Penalty: 5207.541992
	Iteration 138Q: 3 clusters Score -4963214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4963213.500000 Penalty: 5207.541992
	Iteration 139F: 3 clusters Score -4963214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -802232.750000 Penalty: 2166.968018
	Iteration 0F: 2 clusters Score -802232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -796914.562500 Penalty: 4333.936035
	Iteration 0F: 3 clusters Score -796914.6 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -798277.187500 Penalty: 4333.936035
	Iteration 1F: 3 clusters Score -798277.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -798504.000000 Penalty: 4333.936035
	Iteration 2F: 3 clusters Score -798504 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -798640.437500 Penalty: 4333.936035
	Iteration 3Q: 3 clusters Score -798640.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -798760.187500 Penalty: 4333.936035
	Iteration 4Q: 3 clusters Score -798760.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -798945.812500 Penalty: 4333.936035
	Iteration 5Q: 3 clusters Score -798945.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -799160.062500 Penalty: 4333.936035
	Iteration 6Q: 3 clusters Score -799160.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -799381.750000 Penalty: 4333.936035
	Iteration 7Q: 3 clusters Score -799381.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -799567.062500 Penalty: 4333.936035
	Iteration 8Q: 3 clusters Score -799567.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -799747.437500 Penalty: 4333.936035
	Iteration 9Q: 3 clusters Score -799747.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -799903.750000 Penalty: 4333.936035
	Iteration 10Q: 3 clusters Score -799903.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -800040.187500 Penalty: 4333.936035
	Iteration 11Q: 3 clusters Score -800040.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -800184.562500 Penalty: 4333.936035
	Iteration 12Q: 3 clusters Score -800184.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -800328.750000 Penalty: 4333.936035
	Iteration 13Q: 3 clusters Score -800328.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -800458.812500 Penalty: 4333.936035
	Iteration 14Q: 3 clusters Score -800458.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -800564.750000 Penalty: 4333.936035
	Iteration 15Q: 3 clusters Score -800564.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -800648.312500 Penalty: 4333.936035
	Iteration 16Q: 3 clusters Score -800648.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -800702.312500 Penalty: 4333.936035
	Iteration 17Q: 3 clusters Score -800702.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -800746.000000 Penalty: 4333.936035
	Iteration 18Q: 3 clusters Score -800746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -800779.812500 Penalty: 4333.936035
	Iteration 19Q: 3 clusters Score -800779.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -800803.312500 Penalty: 4333.936035
	Iteration 20F: 3 clusters Score -800803.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -800827.000000 Penalty: 4333.936035
	Iteration 21Q: 3 clusters Score -800827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -800843.187500 Penalty: 4333.936035
	Iteration 22Q: 3 clusters Score -800843.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -800857.687500 Penalty: 4333.936035
	Iteration 23Q: 3 clusters Score -800857.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -800870.687500 Penalty: 4333.936035
	Iteration 24Q: 3 clusters Score -800870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -800885.062500 Penalty: 4333.936035
	Iteration 25Q: 3 clusters Score -800885.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -800898.812500 Penalty: 4333.936035
	Iteration 26Q: 3 clusters Score -800898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -800906.687500 Penalty: 4333.936035
	Iteration 27Q: 3 clusters Score -800906.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -800914.437500 Penalty: 4333.936035
	Iteration 28Q: 3 clusters Score -800914.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -800918.000000 Penalty: 4333.936035
	Iteration 29Q: 3 clusters Score -800918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -800921.562500 Penalty: 4333.936035
	Iteration 30Q: 3 clusters Score -800921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -800925.750000 Penalty: 4333.936035
	Iteration 31Q: 3 clusters Score -800925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -800933.062500 Penalty: 4333.936035
	Iteration 32Q: 3 clusters Score -800933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -800932.812500 Penalty: 4333.936035
	Iteration 33Q: 3 clusters Score -800932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -800935.625000 Penalty: 4333.936035
	Iteration 34Q: 3 clusters Score -800935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -800940.000000 Penalty: 4333.936035
	Iteration 35Q: 3 clusters Score -800940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -800940.000000 Penalty: 4333.936035
	Iteration 36Q: 3 clusters Score -800940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -800949.250000 Penalty: 4333.936035
	Iteration 37Q: 3 clusters Score -800949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -800960.750000 Penalty: 4333.936035
	Iteration 38Q: 3 clusters Score -800960.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -800971.437500 Penalty: 4333.936035
	Iteration 39Q: 3 clusters Score -800971.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -800986.312500 Penalty: 4333.936035
	Iteration 40F: 3 clusters Score -800986.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -800993.500000 Penalty: 4333.936035
	Iteration 41Q: 3 clusters Score -800993.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -800999.437500 Penalty: 4333.936035
	Iteration 42Q: 3 clusters Score -800999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -801003.812500 Penalty: 4333.936035
	Iteration 43Q: 3 clusters Score -801003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -801008.750000 Penalty: 4333.936035
	Iteration 44Q: 3 clusters Score -801008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -801012.125000 Penalty: 4333.936035
	Iteration 45Q: 3 clusters Score -801012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -801015.750000 Penalty: 4333.936035
	Iteration 46Q: 3 clusters Score -801015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -801018.812500 Penalty: 4333.936035
	Iteration 47Q: 3 clusters Score -801018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -801019.312500 Penalty: 4333.936035
	Iteration 48Q: 3 clusters Score -801019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -801019.375000 Penalty: 4333.936035
	Iteration 49Q: 3 clusters Score -801019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -801022.437500 Penalty: 4333.936035
	Iteration 50Q: 3 clusters Score -801022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -801022.437500 Penalty: 4333.936035
	Iteration 51F: 3 clusters Score -801022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Entering Unmasked Estep 
Score: -2551422.000000 Penalty: 2452.530762
	Iteration 0F: 2 clusters Score -2551422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2537617.750000 Penalty: 4905.061523
	Iteration 0F: 3 clusters Score -2537618 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2542854.000000 Penalty: 4905.061523
	Iteration 1F: 3 clusters Score -2542854 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2543654.500000 Penalty: 4905.061523
	Iteration 2F: 3 clusters Score -2543654 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2544296.250000 Penalty: 4905.061523
	Iteration 3F: 3 clusters Score -2544296 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2544848.000000 Penalty: 4905.061523
	Iteration 4F: 3 clusters Score -2544848 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2545415.000000 Penalty: 4905.061523
	Iteration 5F: 3 clusters Score -2545415 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2546125.000000 Penalty: 4905.061523
	Iteration 6F: 3 clusters Score -2546125 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2546876.750000 Penalty: 4905.061523
	Iteration 7F: 3 clusters Score -2546877 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2547486.000000 Penalty: 4905.061523
	Iteration 8Q: 3 clusters Score -2547486 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2548037.250000 Penalty: 4905.061523
	Iteration 9Q: 3 clusters Score -2548037 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2548349.250000 Penalty: 4905.061523
	Iteration 10Q: 3 clusters Score -2548349 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2548481.250000 Penalty: 4905.061523
	Iteration 11Q: 3 clusters Score -2548481 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2548564.750000 Penalty: 4905.061523
	Iteration 12Q: 3 clusters Score -2548565 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2548601.000000 Penalty: 4905.061523
	Iteration 13Q: 3 clusters Score -2548601 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2548643.250000 Penalty: 4905.061523
	Iteration 14Q: 3 clusters Score -2548643 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2548664.250000 Penalty: 4905.061523
	Iteration 15Q: 3 clusters Score -2548664 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2548692.250000 Penalty: 4905.061523
	Iteration 16Q: 3 clusters Score -2548692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2548711.000000 Penalty: 4905.061523
	Iteration 17Q: 3 clusters Score -2548711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2548735.750000 Penalty: 4905.061523
	Iteration 18Q: 3 clusters Score -2548736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2548748.750000 Penalty: 4905.061523
	Iteration 19Q: 3 clusters Score -2548749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2548765.250000 Penalty: 4905.061523
	Iteration 20F: 3 clusters Score -2548765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2548771.500000 Penalty: 4905.061523
	Iteration 21Q: 3 clusters Score -2548772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2548779.500000 Penalty: 4905.061523
	Iteration 22Q: 3 clusters Score -2548780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2548790.000000 Penalty: 4905.061523
	Iteration 23Q: 3 clusters Score -2548790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2548800.750000 Penalty: 4905.061523
	Iteration 24Q: 3 clusters Score -2548801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2548811.750000 Penalty: 4905.061523
	Iteration 25Q: 3 clusters Score -2548812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2548813.500000 Penalty: 4905.061523
	Iteration 26Q: 3 clusters Score -2548814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2548827.250000 Penalty: 4905.061523
	Iteration 27Q: 3 clusters Score -2548827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2548841.750000 Penalty: 4905.061523
	Iteration 28Q: 3 clusters Score -2548842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2548865.750000 Penalty: 4905.061523
	Iteration 29Q: 3 clusters Score -2548866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2548886.000000 Penalty: 4905.061523
	Iteration 30Q: 3 clusters Score -2548886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2548923.250000 Penalty: 4905.061523
	Iteration 31Q: 3 clusters Score -2548923 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2548949.250000 Penalty: 4905.061523
	Iteration 32Q: 3 clusters Score -2548949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2548978.250000 Penalty: 4905.061523
	Iteration 33Q: 3 clusters Score -2548978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2549044.250000 Penalty: 4905.061523
	Iteration 34Q: 3 clusters Score -2549044 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2549083.000000 Penalty: 4905.061523
	Iteration 35Q: 3 clusters Score -2549083 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2549126.750000 Penalty: 4905.061523
	Iteration 36Q: 3 clusters Score -2549127 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2549194.000000 Penalty: 4905.061523
	Iteration 37Q: 3 clusters Score -2549194 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2549253.500000 Penalty: 4905.061523
	Iteration 38Q: 3 clusters Score -2549254 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2549338.750000 Penalty: 4905.061523
	Iteration 39Q: 3 clusters Score -2549339 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2549406.250000 Penalty: 4905.061523
	Iteration 40F: 3 clusters Score -2549406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2549494.500000 Penalty: 4905.061523
	Iteration 41Q: 3 clusters Score -2549494 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2549564.000000 Penalty: 4905.061523
	Iteration 42Q: 3 clusters Score -2549564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2549620.250000 Penalty: 4905.061523
	Iteration 43Q: 3 clusters Score -2549620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2549677.500000 Penalty: 4905.061523
	Iteration 44Q: 3 clusters Score -2549678 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2549734.000000 Penalty: 4905.061523
	Iteration 45Q: 3 clusters Score -2549734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2549793.500000 Penalty: 4905.061523
	Iteration 46Q: 3 clusters Score -2549794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2549836.250000 Penalty: 4905.061523
	Iteration 47Q: 3 clusters Score -2549836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2549875.750000 Penalty: 4905.061523
	Iteration 48Q: 3 clusters Score -2549876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2549903.000000 Penalty: 4905.061523
	Iteration 49Q: 3 clusters Score -2549903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2549925.500000 Penalty: 4905.061523
	Iteration 50Q: 3 clusters Score -2549926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2549936.250000 Penalty: 4905.061523
	Iteration 51Q: 3 clusters Score -2549936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2549952.750000 Penalty: 4905.061523
	Iteration 52Q: 3 clusters Score -2549953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2549967.250000 Penalty: 4905.061523
	Iteration 53Q: 3 clusters Score -2549967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2549983.750000 Penalty: 4905.061523
	Iteration 54Q: 3 clusters Score -2549984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2549996.000000 Penalty: 4905.061523
	Iteration 55Q: 3 clusters Score -2549996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2550006.500000 Penalty: 4905.061523
	Iteration 56Q: 3 clusters Score -2550006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2550008.750000 Penalty: 4905.061523
	Iteration 57Q: 3 clusters Score -2550009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2550012.000000 Penalty: 4905.061523
	Iteration 58Q: 3 clusters Score -2550012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2550016.000000 Penalty: 4905.061523
	Iteration 59Q: 3 clusters Score -2550016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2550023.500000 Penalty: 4905.061523
	Iteration 60F: 3 clusters Score -2550024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2550026.750000 Penalty: 4905.061523
	Iteration 61Q: 3 clusters Score -2550027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2550029.750000 Penalty: 4905.061523
	Iteration 62Q: 3 clusters Score -2550030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2550031.500000 Penalty: 4905.061523
	Iteration 63Q: 3 clusters Score -2550032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2550037.250000 Penalty: 4905.061523
	Iteration 64Q: 3 clusters Score -2550037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2550043.250000 Penalty: 4905.061523
	Iteration 65Q: 3 clusters Score -2550043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2550052.750000 Penalty: 4905.061523
	Iteration 66Q: 3 clusters Score -2550053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2550052.750000 Penalty: 4905.061523
	Iteration 67Q: 3 clusters Score -2550053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2550054.750000 Penalty: 4905.061523
	Iteration 68Q: 3 clusters Score -2550055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2550060.750000 Penalty: 4905.061523
	Iteration 69Q: 3 clusters Score -2550061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2550065.000000 Penalty: 4905.061523
	Iteration 70Q: 3 clusters Score -2550065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2550070.500000 Penalty: 4905.061523
	Iteration 71Q: 3 clusters Score -2550070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2550075.750000 Penalty: 4905.061523
	Iteration 72Q: 3 clusters Score -2550076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2550089.250000 Penalty: 4905.061523
	Iteration 73Q: 3 clusters Score -2550089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2550096.000000 Penalty: 4905.061523
	Iteration 74Q: 3 clusters Score -2550096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2550105.250000 Penalty: 4905.061523
	Iteration 75Q: 3 clusters Score -2550105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2550116.500000 Penalty: 4905.061523
	Iteration 76Q: 3 clusters Score -2550116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2550145.500000 Penalty: 4905.061523
	Iteration 77Q: 3 clusters Score -2550146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2550184.750000 Penalty: 4905.061523
	Iteration 78Q: 3 clusters Score -2550185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2550245.000000 Penalty: 4905.061523
	Iteration 79Q: 3 clusters Score -2550245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2550286.500000 Penalty: 4905.061523
	Iteration 80F: 3 clusters Score -2550286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2550307.000000 Penalty: 4905.061523
	Iteration 81Q: 3 clusters Score -2550307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2550311.500000 Penalty: 4905.061523
	Iteration 82Q: 3 clusters Score -2550312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2550318.750000 Penalty: 4905.061523
	Iteration 83Q: 3 clusters Score -2550319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2550323.000000 Penalty: 4905.061523
	Iteration 84Q: 3 clusters Score -2550323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2550324.750000 Penalty: 4905.061523
	Iteration 85Q: 3 clusters Score -2550325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2550328.500000 Penalty: 4905.061523
	Iteration 86Q: 3 clusters Score -2550328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2550331.500000 Penalty: 4905.061523
	Iteration 87Q: 3 clusters Score -2550332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2550334.250000 Penalty: 4905.061523
	Iteration 88Q: 3 clusters Score -2550334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2550337.750000 Penalty: 4905.061523
	Iteration 89Q: 3 clusters Score -2550338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2550340.000000 Penalty: 4905.061523
	Iteration 90Q: 3 clusters Score -2550340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2550345.000000 Penalty: 4905.061523
	Iteration 91Q: 3 clusters Score -2550345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2550343.000000 Penalty: 4905.061523
	Iteration 92Q: 3 clusters Score -2550343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2550343.000000 Penalty: 4905.061523
	Iteration 93F: 3 clusters Score -2550343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Entering Unmasked Estep 
Score: -1853891.750000 Penalty: 2360.548340
	Iteration 0F: 2 clusters Score -1853892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1843911.500000 Penalty: 4721.096680
	Iteration 0F: 3 clusters Score -1843912 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1846922.125000 Penalty: 4721.096680
	Iteration 1F: 3 clusters Score -1846922 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1847182.375000 Penalty: 4721.096680
	Iteration 2F: 3 clusters Score -1847182 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1847389.375000 Penalty: 4721.096680
	Iteration 3Q: 3 clusters Score -1847389 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1847536.375000 Penalty: 4721.096680
	Iteration 4Q: 3 clusters Score -1847536 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1847657.625000 Penalty: 4721.096680
	Iteration 5Q: 3 clusters Score -1847658 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1847772.375000 Penalty: 4721.096680
	Iteration 6Q: 3 clusters Score -1847772 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1847904.250000 Penalty: 4721.096680
	Iteration 7Q: 3 clusters Score -1847904 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1848069.375000 Penalty: 4721.096680
	Iteration 8Q: 3 clusters Score -1848069 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1848260.750000 Penalty: 4721.096680
	Iteration 9Q: 3 clusters Score -1848261 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1848510.750000 Penalty: 4721.096680
	Iteration 10Q: 3 clusters Score -1848511 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1848868.000000 Penalty: 4721.096680
	Iteration 11Q: 3 clusters Score -1848868 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1849343.875000 Penalty: 4721.096680
	Iteration 12F: 3 clusters Score -1849344 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1849925.000000 Penalty: 4721.096680
	Iteration 13F: 3 clusters Score -1849925 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1850516.375000 Penalty: 4721.096680
	Iteration 14Q: 3 clusters Score -1850516 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1850971.000000 Penalty: 4721.096680
	Iteration 15Q: 3 clusters Score -1850971 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1851274.000000 Penalty: 4721.096680
	Iteration 16Q: 3 clusters Score -1851274 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1851472.875000 Penalty: 4721.096680
	Iteration 17Q: 3 clusters Score -1851473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1851596.250000 Penalty: 4721.096680
	Iteration 18Q: 3 clusters Score -1851596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1851680.125000 Penalty: 4721.096680
	Iteration 19Q: 3 clusters Score -1851680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1851730.000000 Penalty: 4721.096680
	Iteration 20F: 3 clusters Score -1851730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1851759.250000 Penalty: 4721.096680
	Iteration 21Q: 3 clusters Score -1851759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1851780.625000 Penalty: 4721.096680
	Iteration 22Q: 3 clusters Score -1851781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1851796.375000 Penalty: 4721.096680
	Iteration 23Q: 3 clusters Score -1851796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1851809.625000 Penalty: 4721.096680
	Iteration 24Q: 3 clusters Score -1851810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1851811.625000 Penalty: 4721.096680
	Iteration 25Q: 3 clusters Score -1851812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1851816.500000 Penalty: 4721.096680
	Iteration 26Q: 3 clusters Score -1851816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1851817.500000 Penalty: 4721.096680
	Iteration 27Q: 3 clusters Score -1851818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1851826.000000 Penalty: 4721.096680
	Iteration 28Q: 3 clusters Score -1851826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1851838.875000 Penalty: 4721.096680
	Iteration 29Q: 3 clusters Score -1851839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1851844.125000 Penalty: 4721.096680
	Iteration 30Q: 3 clusters Score -1851844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1851851.875000 Penalty: 4721.096680
	Iteration 31Q: 3 clusters Score -1851852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1851852.750000 Penalty: 4721.096680
	Iteration 32Q: 3 clusters Score -1851853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1851859.375000 Penalty: 4721.096680
	Iteration 33Q: 3 clusters Score -1851859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1851859.625000 Penalty: 4721.096680
	Iteration 34Q: 3 clusters Score -1851860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1851861.750000 Penalty: 4721.096680
	Iteration 35Q: 3 clusters Score -1851862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1851861.875000 Penalty: 4721.096680
	Iteration 36Q: 3 clusters Score -1851862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1851861.875000 Penalty: 4721.096680
	Iteration 37F: 3 clusters Score -1851862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172007 members 
Entering Unmasked Estep 
Score: -23309760.000000 Penalty: 2989.711914
	Iteration 0F: 2 clusters Score -2.330976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -23196924.000000 Penalty: 5979.423828
	Iteration 0F: 3 clusters Score -2.319692e+07 nChanged 82627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -23245366.000000 Penalty: 5979.423828
	Iteration 1F: 3 clusters Score -2.324537e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -23246622.000000 Penalty: 5979.423828
	Iteration 2Q: 3 clusters Score -2.324662e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -23248184.000000 Penalty: 5979.423828
	Iteration 3Q: 3 clusters Score -2.324818e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -23250374.000000 Penalty: 5979.423828
	Iteration 4Q: 3 clusters Score -2.325037e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -23254026.000000 Penalty: 5979.423828
	Iteration 5Q: 3 clusters Score -2.325403e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -23259268.000000 Penalty: 5979.423828
	Iteration 6F: 3 clusters Score -2.325927e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -23267598.000000 Penalty: 5979.423828
	Iteration 7F: 3 clusters Score -2.32676e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -23277318.000000 Penalty: 5979.423828
	Iteration 8F: 3 clusters Score -2.327732e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -23285256.000000 Penalty: 5979.423828
	Iteration 9F: 3 clusters Score -2.328526e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -23289488.000000 Penalty: 5979.423828
	Iteration 10Q: 3 clusters Score -2.328949e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -23291114.000000 Penalty: 5979.423828
	Iteration 11Q: 3 clusters Score -2.329111e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -23292352.000000 Penalty: 5979.423828
	Iteration 12Q: 3 clusters Score -2.329235e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 127713 members 
Entering Unmasked Estep 
Score: -23293520.000000 Penalty: 5979.423828
	Iteration 13Q: 3 clusters Score -2.329352e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -23294622.000000 Penalty: 5979.423828
	Iteration 14Q: 3 clusters Score -2.329462e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 132061 members 
Entering Unmasked Estep 
Score: -23295566.000000 Penalty: 5979.423828
	Iteration 15Q: 3 clusters Score -2.329557e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -23296668.000000 Penalty: 5979.423828
	Iteration 16Q: 3 clusters Score -2.329667e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -23297912.000000 Penalty: 5979.423828
	Iteration 17Q: 3 clusters Score -2.329791e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -23298760.000000 Penalty: 5979.423828
	Iteration 18Q: 3 clusters Score -2.329876e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -23299660.000000 Penalty: 5979.423828
	Iteration 19Q: 3 clusters Score -2.329966e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -23300366.000000 Penalty: 5979.423828
	Iteration 20F: 3 clusters Score -2.330037e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 143567 members 
Entering Unmasked Estep 
Score: -23301314.000000 Penalty: 5979.423828
	Iteration 21Q: 3 clusters Score -2.330131e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 145201 members 
Entering Unmasked Estep 
Score: -23302148.000000 Penalty: 5979.423828
	Iteration 22Q: 3 clusters Score -2.330215e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 146794 members 
Entering Unmasked Estep 
Score: -23302784.000000 Penalty: 5979.423828
	Iteration 23Q: 3 clusters Score -2.330278e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -23303308.000000 Penalty: 5979.423828
	Iteration 24Q: 3 clusters Score -2.330331e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -23303744.000000 Penalty: 5979.423828
	Iteration 25Q: 3 clusters Score -2.330374e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 150919 members 
Entering Unmasked Estep 
Score: -23304154.000000 Penalty: 5979.423828
	Iteration 26Q: 3 clusters Score -2.330415e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 152227 members 
Entering Unmasked Estep 
Score: -23304598.000000 Penalty: 5979.423828
	Iteration 27Q: 3 clusters Score -2.33046e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -23305060.000000 Penalty: 5979.423828
	Iteration 28Q: 3 clusters Score -2.330506e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 154705 members 
Entering Unmasked Estep 
Score: -23305414.000000 Penalty: 5979.423828
	Iteration 29Q: 3 clusters Score -2.330541e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 155797 members 
Entering Unmasked Estep 
Score: -23305720.000000 Penalty: 5979.423828
	Iteration 30Q: 3 clusters Score -2.330572e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -23306102.000000 Penalty: 5979.423828
	Iteration 31Q: 3 clusters Score -2.33061e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -23306420.000000 Penalty: 5979.423828
	Iteration 32Q: 3 clusters Score -2.330642e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -23306732.000000 Penalty: 5979.423828
	Iteration 33Q: 3 clusters Score -2.330673e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 159976 members 
Entering Unmasked Estep 
Score: -23306890.000000 Penalty: 5979.423828
	Iteration 34Q: 3 clusters Score -2.330689e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -23307090.000000 Penalty: 5979.423828
	Iteration 35Q: 3 clusters Score -2.330709e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 161886 members 
Entering Unmasked Estep 
Score: -23307182.000000 Penalty: 5979.423828
	Iteration 36Q: 3 clusters Score -2.330718e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -23307348.000000 Penalty: 5979.423828
	Iteration 37Q: 3 clusters Score -2.330735e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 163620 members 
Entering Unmasked Estep 
Score: -23307454.000000 Penalty: 5979.423828
	Iteration 38Q: 3 clusters Score -2.330745e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -23307570.000000 Penalty: 5979.423828
	Iteration 39Q: 3 clusters Score -2.330757e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 165208 members 
Entering Unmasked Estep 
Score: -23307674.000000 Penalty: 5979.423828
	Iteration 40F: 3 clusters Score -2.330767e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -23307826.000000 Penalty: 5979.423828
	Iteration 41Q: 3 clusters Score -2.330783e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -23307898.000000 Penalty: 5979.423828
	Iteration 42Q: 3 clusters Score -2.33079e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -23307964.000000 Penalty: 5979.423828
	Iteration 43Q: 3 clusters Score -2.330796e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -23308000.000000 Penalty: 5979.423828
	Iteration 44Q: 3 clusters Score -2.3308e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -23307966.000000 Penalty: 5979.423828
	Iteration 45Q: 3 clusters Score -2.330797e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 168263 members 
Entering Unmasked Estep 
Score: -23307972.000000 Penalty: 5979.423828
	Iteration 46Q: 3 clusters Score -2.330797e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -23307966.000000 Penalty: 5979.423828
	Iteration 47Q: 3 clusters Score -2.330797e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -23308004.000000 Penalty: 5979.423828
	Iteration 48Q: 3 clusters Score -2.3308e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 169037 members 
Entering Unmasked Estep 
Score: -23308014.000000 Penalty: 5979.423828
	Iteration 49Q: 3 clusters Score -2.330801e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -23307948.000000 Penalty: 5979.423828
	Iteration 50Q: 3 clusters Score -2.330795e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 169416 members 
Entering Unmasked Estep 
Score: -23307912.000000 Penalty: 5979.423828
	Iteration 51Q: 3 clusters Score -2.330791e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -23307936.000000 Penalty: 5979.423828
	Iteration 52Q: 3 clusters Score -2.330794e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 169662 members 
Entering Unmasked Estep 
Score: -23307968.000000 Penalty: 5979.423828
	Iteration 53Q: 3 clusters Score -2.330797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 169732 members 
Entering Unmasked Estep 
Score: -23307956.000000 Penalty: 5979.423828
	Iteration 54Q: 3 clusters Score -2.330796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 169794 members 
Entering Unmasked Estep 
Score: -23307924.000000 Penalty: 5979.423828
	Iteration 55Q: 3 clusters Score -2.330792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 169839 members 
Entering Unmasked Estep 
Score: -23307958.000000 Penalty: 5979.423828
	Iteration 56Q: 3 clusters Score -2.330796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 169879 members 
Entering Unmasked Estep 
Score: -23307950.000000 Penalty: 5979.423828
	Iteration 57Q: 3 clusters Score -2.330795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 169915 members 
Entering Unmasked Estep 
Score: -23307950.000000 Penalty: 5979.423828
	Iteration 58Q: 3 clusters Score -2.330795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -23307920.000000 Penalty: 5979.423828
	Iteration 59Q: 3 clusters Score -2.330792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -23307904.000000 Penalty: 5979.423828
	Iteration 60F: 3 clusters Score -2.33079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -23307902.000000 Penalty: 5979.423828
	Iteration 61Q: 3 clusters Score -2.33079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -23307866.000000 Penalty: 5979.423828
	Iteration 62Q: 3 clusters Score -2.330787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 170064 members 
Entering Unmasked Estep 
Score: -23307872.000000 Penalty: 5979.423828
	Iteration 63Q: 3 clusters Score -2.330787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -23307896.000000 Penalty: 5979.423828
	Iteration 64Q: 3 clusters Score -2.33079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 170127 members 
Entering Unmasked Estep 
Score: -23307908.000000 Penalty: 5979.423828
	Iteration 65Q: 3 clusters Score -2.330791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 170159 members 
Entering Unmasked Estep 
Score: -23307904.000000 Penalty: 5979.423828
	Iteration 66Q: 3 clusters Score -2.33079e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -23307912.000000 Penalty: 5979.423828
	Iteration 67Q: 3 clusters Score -2.330791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -23307896.000000 Penalty: 5979.423828
	Iteration 68Q: 3 clusters Score -2.33079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -23307920.000000 Penalty: 5979.423828
	Iteration 69Q: 3 clusters Score -2.330792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 170287 members 
Entering Unmasked Estep 
Score: -23307900.000000 Penalty: 5979.423828
	Iteration 70Q: 3 clusters Score -2.33079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -23307888.000000 Penalty: 5979.423828
	Iteration 71Q: 3 clusters Score -2.330789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -23307908.000000 Penalty: 5979.423828
	Iteration 72Q: 3 clusters Score -2.330791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -23307918.000000 Penalty: 5979.423828
	Iteration 73Q: 3 clusters Score -2.330792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -23307898.000000 Penalty: 5979.423828
	Iteration 74Q: 3 clusters Score -2.33079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -23307904.000000 Penalty: 5979.423828
	Iteration 75Q: 3 clusters Score -2.33079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -23307914.000000 Penalty: 5979.423828
	Iteration 76Q: 3 clusters Score -2.330791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -23307924.000000 Penalty: 5979.423828
	Iteration 77Q: 3 clusters Score -2.330792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -23307906.000000 Penalty: 5979.423828
	Iteration 78Q: 3 clusters Score -2.330791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -23307916.000000 Penalty: 5979.423828
	Iteration 79Q: 3 clusters Score -2.330792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 170397 members 
Entering Unmasked Estep 
Score: -23307908.000000 Penalty: 5979.423828
	Iteration 80F: 3 clusters Score -2.330791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -23307904.000000 Penalty: 5979.423828
	Iteration 81Q: 3 clusters Score -2.33079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -23307906.000000 Penalty: 5979.423828
	Iteration 82Q: 3 clusters Score -2.330791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 170412 members 
Entering Unmasked Estep 
Score: -23307882.000000 Penalty: 5979.423828
	Iteration 83Q: 3 clusters Score -2.330788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -23307896.000000 Penalty: 5979.423828
	Iteration 84Q: 3 clusters Score -2.33079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 170422 members 
Entering Unmasked Estep 
Score: -23307874.000000 Penalty: 5979.423828
	Iteration 85Q: 3 clusters Score -2.330787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -23307886.000000 Penalty: 5979.423828
	Iteration 86Q: 3 clusters Score -2.330789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -23307886.000000 Penalty: 5979.423828
	Iteration 87Q: 3 clusters Score -2.330789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 170433 members 
Entering Unmasked Estep 
Score: -23307882.000000 Penalty: 5979.423828
	Iteration 88Q: 3 clusters Score -2.330788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -23307888.000000 Penalty: 5979.423828
	Iteration 89Q: 3 clusters Score -2.330789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -23307872.000000 Penalty: 5979.423828
	Iteration 90Q: 3 clusters Score -2.330787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 170448 members 
Entering Unmasked Estep 
Score: -23307868.000000 Penalty: 5979.423828
	Iteration 91Q: 3 clusters Score -2.330787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 170450 members 
Entering Unmasked Estep 
Score: -23307862.000000 Penalty: 5979.423828
	Iteration 92Q: 3 clusters Score -2.330786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 170453 members 
Entering Unmasked Estep 
Score: -23307866.000000 Penalty: 5979.423828
	Iteration 93Q: 3 clusters Score -2.330787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -23307874.000000 Penalty: 5979.423828
	Iteration 94Q: 3 clusters Score -2.330787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -23307874.000000 Penalty: 5979.423828
	Iteration 95F: 3 clusters Score -2.330787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Entering Unmasked Estep 
Score: -5865364.500000 Penalty: 2646.177490
	Iteration 0F: 2 clusters Score -5865364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -5836210.000000 Penalty: 5292.354980
	Iteration 0F: 3 clusters Score -5836210 nChanged 19731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5847050.000000 Penalty: 5292.354980
	Iteration 1F: 3 clusters Score -5847050 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5847468.500000 Penalty: 5292.354980
	Iteration 2Q: 3 clusters Score -5847468 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5847900.500000 Penalty: 5292.354980
	Iteration 3Q: 3 clusters Score -5847900 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5848306.000000 Penalty: 5292.354980
	Iteration 4Q: 3 clusters Score -5848306 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -5848845.000000 Penalty: 5292.354980
	Iteration 5Q: 3 clusters Score -5848845 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5849447.500000 Penalty: 5292.354980
	Iteration 6Q: 3 clusters Score -5849448 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -5850386.500000 Penalty: 5292.354980
	Iteration 7Q: 3 clusters Score -5850386 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5851857.000000 Penalty: 5292.354980
	Iteration 8F: 3 clusters Score -5851857 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5853992.500000 Penalty: 5292.354980
	Iteration 9F: 3 clusters Score -5853992 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -5856674.000000 Penalty: 5292.354980
	Iteration 10F: 3 clusters Score -5856674 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5859218.500000 Penalty: 5292.354980
	Iteration 11F: 3 clusters Score -5859218 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5860997.000000 Penalty: 5292.354980
	Iteration 12Q: 3 clusters Score -5860997 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5861954.000000 Penalty: 5292.354980
	Iteration 13Q: 3 clusters Score -5861954 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5862535.500000 Penalty: 5292.354980
	Iteration 14Q: 3 clusters Score -5862536 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5862943.000000 Penalty: 5292.354980
	Iteration 15Q: 3 clusters Score -5862943 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5863201.000000 Penalty: 5292.354980
	Iteration 16Q: 3 clusters Score -5863201 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5863373.000000 Penalty: 5292.354980
	Iteration 17Q: 3 clusters Score -5863373 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5863477.500000 Penalty: 5292.354980
	Iteration 18Q: 3 clusters Score -5863478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5863536.000000 Penalty: 5292.354980
	Iteration 19Q: 3 clusters Score -5863536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5863553.500000 Penalty: 5292.354980
	Iteration 20F: 3 clusters Score -5863554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5863559.000000 Penalty: 5292.354980
	Iteration 21Q: 3 clusters Score -5863559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5863583.500000 Penalty: 5292.354980
	Iteration 22Q: 3 clusters Score -5863584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5863590.500000 Penalty: 5292.354980
	Iteration 23Q: 3 clusters Score -5863590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5863597.000000 Penalty: 5292.354980
	Iteration 24Q: 3 clusters Score -5863597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5863602.000000 Penalty: 5292.354980
	Iteration 25Q: 3 clusters Score -5863602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5863607.000000 Penalty: 5292.354980
	Iteration 26Q: 3 clusters Score -5863607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5863607.000000 Penalty: 5292.354980
	Iteration 27F: 3 clusters Score -5863607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -175179.140625 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -175179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -173005.781250 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -173005.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -173328.484375 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -173328.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173420.171875 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -173420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -173469.328125 Penalty: 3557.141602
	Iteration 3Q: 3 clusters Score -173469.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173497.875000 Penalty: 3557.141602
	Iteration 4Q: 3 clusters Score -173497.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -173513.296875 Penalty: 3557.141602
	Iteration 5Q: 3 clusters Score -173513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173524.828125 Penalty: 3557.141602
	Iteration 6Q: 3 clusters Score -173524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -173538.796875 Penalty: 3557.141602
	Iteration 7Q: 3 clusters Score -173538.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -173552.343750 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -173552.3 nChanged 10
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: -173563.078125 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -173563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173567.437500 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -173567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173568.500000 Penalty: 3557.141602
	Iteration 11Q: 3 clusters Score -173568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173569.468750 Penalty: 3557.141602
	Iteration 12Q: 3 clusters Score -173569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173569.468750 Penalty: 3557.141602
	Iteration 13F: 3 clusters Score -173569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Entering Unmasked Estep 
Score: -4045935.500000 Penalty: 2565.670410
	Iteration 0F: 2 clusters Score -4045936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4024706.000000 Penalty: 5131.340820
	Iteration 0F: 3 clusters Score -4024706 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4032653.000000 Penalty: 5131.340820
	Iteration 1F: 3 clusters Score -4032653 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4033438.750000 Penalty: 5131.340820
	Iteration 2F: 3 clusters Score -4033439 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4034314.250000 Penalty: 5131.340820
	Iteration 3F: 3 clusters Score -4034314 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4035294.000000 Penalty: 5131.340820
	Iteration 4F: 3 clusters Score -4035294 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4036247.750000 Penalty: 5131.340820
	Iteration 5F: 3 clusters Score -4036248 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4037105.500000 Penalty: 5131.340820
	Iteration 6F: 3 clusters Score -4037106 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4037834.250000 Penalty: 5131.340820
	Iteration 7Q: 3 clusters Score -4037834 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4038530.000000 Penalty: 5131.340820
	Iteration 8Q: 3 clusters Score -4038530 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4039244.500000 Penalty: 5131.340820
	Iteration 9Q: 3 clusters Score -4039244 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4040116.500000 Penalty: 5131.340820
	Iteration 10Q: 3 clusters Score -4040116 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4040997.000000 Penalty: 5131.340820
	Iteration 11Q: 3 clusters Score -4040997 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4041906.000000 Penalty: 5131.340820
	Iteration 12Q: 3 clusters Score -4041906 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4042536.500000 Penalty: 5131.340820
	Iteration 13Q: 3 clusters Score -4042536 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4042949.500000 Penalty: 5131.340820
	Iteration 14Q: 3 clusters Score -4042950 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4043203.500000 Penalty: 5131.340820
	Iteration 15Q: 3 clusters Score -4043204 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4043379.500000 Penalty: 5131.340820
	Iteration 16Q: 3 clusters Score -4043380 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4043475.500000 Penalty: 5131.340820
	Iteration 17Q: 3 clusters Score -4043476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4043567.750000 Penalty: 5131.340820
	Iteration 18Q: 3 clusters Score -4043568 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4043609.500000 Penalty: 5131.340820
	Iteration 19Q: 3 clusters Score -4043610 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -4043654.000000 Penalty: 5131.340820
	Iteration 20F: 3 clusters Score -4043654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4043690.000000 Penalty: 5131.340820
	Iteration 21Q: 3 clusters Score -4043690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4043724.000000 Penalty: 5131.340820
	Iteration 22Q: 3 clusters Score -4043724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -4043736.250000 Penalty: 5131.340820
	Iteration 23Q: 3 clusters Score -4043736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4043760.500000 Penalty: 5131.340820
	Iteration 24Q: 3 clusters Score -4043760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4043759.000000 Penalty: 5131.340820
	Iteration 25Q: 3 clusters Score -4043759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4043765.750000 Penalty: 5131.340820
	Iteration 26Q: 3 clusters Score -4043766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4043809.000000 Penalty: 5131.340820
	Iteration 27Q: 3 clusters Score -4043809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4043831.500000 Penalty: 5131.340820
	Iteration 28Q: 3 clusters Score -4043832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -4043839.000000 Penalty: 5131.340820
	Iteration 29Q: 3 clusters Score -4043839 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4043857.500000 Penalty: 5131.340820
	Iteration 30Q: 3 clusters Score -4043858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4043870.000000 Penalty: 5131.340820
	Iteration 31Q: 3 clusters Score -4043870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4043888.250000 Penalty: 5131.340820
	Iteration 32Q: 3 clusters Score -4043888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4043890.250000 Penalty: 5131.340820
	Iteration 33Q: 3 clusters Score -4043890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4043903.250000 Penalty: 5131.340820
	Iteration 34Q: 3 clusters Score -4043903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4043911.000000 Penalty: 5131.340820
	Iteration 35Q: 3 clusters Score -4043911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4043915.750000 Penalty: 5131.340820
	Iteration 36Q: 3 clusters Score -4043916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -4043926.500000 Penalty: 5131.340820
	Iteration 37Q: 3 clusters Score -4043926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4043934.500000 Penalty: 5131.340820
	Iteration 38Q: 3 clusters Score -4043934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4043935.750000 Penalty: 5131.340820
	Iteration 39Q: 3 clusters Score -4043936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4043949.500000 Penalty: 5131.340820
	Iteration 40F: 3 clusters Score -4043950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4043951.750000 Penalty: 5131.340820
	Iteration 41Q: 3 clusters Score -4043952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4043948.500000 Penalty: 5131.340820
	Iteration 42Q: 3 clusters Score -4043948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4043959.250000 Penalty: 5131.340820
	Iteration 43Q: 3 clusters Score -4043959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4043979.000000 Penalty: 5131.340820
	Iteration 44Q: 3 clusters Score -4043979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4043993.250000 Penalty: 5131.340820
	Iteration 45Q: 3 clusters Score -4043993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -4044007.750000 Penalty: 5131.340820
	Iteration 46Q: 3 clusters Score -4044008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4044015.750000 Penalty: 5131.340820
	Iteration 47Q: 3 clusters Score -4044016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4044018.750000 Penalty: 5131.340820
	Iteration 48Q: 3 clusters Score -4044019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -4044028.000000 Penalty: 5131.340820
	Iteration 49Q: 3 clusters Score -4044028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4044020.500000 Penalty: 5131.340820
	Iteration 50Q: 3 clusters Score -4044020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4044030.000000 Penalty: 5131.340820
	Iteration 51Q: 3 clusters Score -4044030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4044064.750000 Penalty: 5131.340820
	Iteration 52Q: 3 clusters Score -4044065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4044074.750000 Penalty: 5131.340820
	Iteration 53Q: 3 clusters Score -4044075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4044087.500000 Penalty: 5131.340820
	Iteration 54Q: 3 clusters Score -4044088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4044121.750000 Penalty: 5131.340820
	Iteration 55Q: 3 clusters Score -4044122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4044161.750000 Penalty: 5131.340820
	Iteration 56Q: 3 clusters Score -4044162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4044201.750000 Penalty: 5131.340820
	Iteration 57Q: 3 clusters Score -4044202 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4044254.500000 Penalty: 5131.340820
	Iteration 58Q: 3 clusters Score -4044254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4044317.750000 Penalty: 5131.340820
	Iteration 59Q: 3 clusters Score -4044318 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4044359.750000 Penalty: 5131.340820
	Iteration 60F: 3 clusters Score -4044360 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4044446.500000 Penalty: 5131.340820
	Iteration 61Q: 3 clusters Score -4044446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -4044473.750000 Penalty: 5131.340820
	Iteration 62Q: 3 clusters Score -4044474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4044499.500000 Penalty: 5131.340820
	Iteration 63Q: 3 clusters Score -4044500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4044519.250000 Penalty: 5131.340820
	Iteration 64Q: 3 clusters Score -4044519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4044539.750000 Penalty: 5131.340820
	Iteration 65Q: 3 clusters Score -4044540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4044559.750000 Penalty: 5131.340820
	Iteration 66Q: 3 clusters Score -4044560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4044562.750000 Penalty: 5131.340820
	Iteration 67Q: 3 clusters Score -4044563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4044561.750000 Penalty: 5131.340820
	Iteration 68Q: 3 clusters Score -4044562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4044559.000000 Penalty: 5131.340820
	Iteration 69Q: 3 clusters Score -4044559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4044552.250000 Penalty: 5131.340820
	Iteration 70Q: 3 clusters Score -4044552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4044552.000000 Penalty: 5131.340820
	Iteration 71Q: 3 clusters Score -4044552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -4044551.000000 Penalty: 5131.340820
	Iteration 72Q: 3 clusters Score -4044551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4044548.750000 Penalty: 5131.340820
	Iteration 73Q: 3 clusters Score -4044549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4044553.250000 Penalty: 5131.340820
	Iteration 74Q: 3 clusters Score -4044553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4044556.000000 Penalty: 5131.340820
	Iteration 75Q: 3 clusters Score -4044556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -4044552.750000 Penalty: 5131.340820
	Iteration 76Q: 3 clusters Score -4044553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -4044557.250000 Penalty: 5131.340820
	Iteration 77Q: 3 clusters Score -4044557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4044559.250000 Penalty: 5131.340820
	Iteration 78Q: 3 clusters Score -4044559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4044554.250000 Penalty: 5131.340820
	Iteration 79Q: 3 clusters Score -4044554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4044556.250000 Penalty: 5131.340820
	Iteration 80F: 3 clusters Score -4044556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4044556.250000 Penalty: 5131.340820
	Iteration 81Q: 3 clusters Score -4044556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -4044554.500000 Penalty: 5131.340820
	Iteration 82Q: 3 clusters Score -4044554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -4044554.500000 Penalty: 5131.340820
	Iteration 83F: 3 clusters Score -4044554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -1202971.000000 Penalty: 2270.738037
	Iteration 0F: 2 clusters Score -1202971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1195607.500000 Penalty: 4541.476074
	Iteration 0F: 3 clusters Score -1195608 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1197709.750000 Penalty: 4541.476074
	Iteration 1F: 3 clusters Score -1197710 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1198020.125000 Penalty: 4541.476074
	Iteration 2F: 3 clusters Score -1198020 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1198299.250000 Penalty: 4541.476074
	Iteration 3F: 3 clusters Score -1198299 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1198563.625000 Penalty: 4541.476074
	Iteration 4Q: 3 clusters Score -1198564 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1198778.000000 Penalty: 4541.476074
	Iteration 5Q: 3 clusters Score -1198778 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1199003.375000 Penalty: 4541.476074
	Iteration 6Q: 3 clusters Score -1199003 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1199265.500000 Penalty: 4541.476074
	Iteration 7Q: 3 clusters Score -1199266 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1199495.500000 Penalty: 4541.476074
	Iteration 8Q: 3 clusters Score -1199496 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1199706.875000 Penalty: 4541.476074
	Iteration 9Q: 3 clusters Score -1199707 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1199900.250000 Penalty: 4541.476074
	Iteration 10Q: 3 clusters Score -1199900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1200062.625000 Penalty: 4541.476074
	Iteration 11Q: 3 clusters Score -1200063 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1200265.000000 Penalty: 4541.476074
	Iteration 12Q: 3 clusters Score -1200265 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1200452.750000 Penalty: 4541.476074
	Iteration 13Q: 3 clusters Score -1200453 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1200618.000000 Penalty: 4541.476074
	Iteration 14Q: 3 clusters Score -1200618 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1200750.500000 Penalty: 4541.476074
	Iteration 15Q: 3 clusters Score -1200750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1200844.000000 Penalty: 4541.476074
	Iteration 16Q: 3 clusters Score -1200844 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1200938.625000 Penalty: 4541.476074
	Iteration 17Q: 3 clusters Score -1200939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1200995.375000 Penalty: 4541.476074
	Iteration 18Q: 3 clusters Score -1200995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1201038.500000 Penalty: 4541.476074
	Iteration 19Q: 3 clusters Score -1201038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1201062.125000 Penalty: 4541.476074
	Iteration 20F: 3 clusters Score -1201062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1201077.000000 Penalty: 4541.476074
	Iteration 21Q: 3 clusters Score -1201077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1201095.500000 Penalty: 4541.476074
	Iteration 22Q: 3 clusters Score -1201096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1201107.250000 Penalty: 4541.476074
	Iteration 23Q: 3 clusters Score -1201107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1201121.875000 Penalty: 4541.476074
	Iteration 24Q: 3 clusters Score -1201122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1201124.125000 Penalty: 4541.476074
	Iteration 25Q: 3 clusters Score -1201124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1201134.125000 Penalty: 4541.476074
	Iteration 26Q: 3 clusters Score -1201134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1201143.125000 Penalty: 4541.476074
	Iteration 27Q: 3 clusters Score -1201143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1201152.250000 Penalty: 4541.476074
	Iteration 28Q: 3 clusters Score -1201152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1201156.625000 Penalty: 4541.476074
	Iteration 29Q: 3 clusters Score -1201157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1201164.500000 Penalty: 4541.476074
	Iteration 30Q: 3 clusters Score -1201164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1201167.625000 Penalty: 4541.476074
	Iteration 31Q: 3 clusters Score -1201168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1201169.500000 Penalty: 4541.476074
	Iteration 32Q: 3 clusters Score -1201170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1201171.875000 Penalty: 4541.476074
	Iteration 33Q: 3 clusters Score -1201172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1201176.625000 Penalty: 4541.476074
	Iteration 34Q: 3 clusters Score -1201177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1201178.625000 Penalty: 4541.476074
	Iteration 35Q: 3 clusters Score -1201179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1201181.375000 Penalty: 4541.476074
	Iteration 36Q: 3 clusters Score -1201181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1201183.000000 Penalty: 4541.476074
	Iteration 37Q: 3 clusters Score -1201183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1201181.875000 Penalty: 4541.476074
	Iteration 38Q: 3 clusters Score -1201182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1201181.875000 Penalty: 4541.476074
	Iteration 39F: 3 clusters Score -1201182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Entering Unmasked Estep 
Score: -2864943.750000 Penalty: 2466.731689
	Iteration 0F: 2 clusters Score -2864944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2850316.000000 Penalty: 4933.463379
	Iteration 0F: 3 clusters Score -2850316 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2855109.250000 Penalty: 4933.463379
	Iteration 1F: 3 clusters Score -2855109 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2855425.750000 Penalty: 4933.463379
	Iteration 2Q: 3 clusters Score -2855426 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2855675.750000 Penalty: 4933.463379
	Iteration 3Q: 3 clusters Score -2855676 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2855898.500000 Penalty: 4933.463379
	Iteration 4Q: 3 clusters Score -2855898 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2856107.250000 Penalty: 4933.463379
	Iteration 5Q: 3 clusters Score -2856107 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2856302.250000 Penalty: 4933.463379
	Iteration 6Q: 3 clusters Score -2856302 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2856525.500000 Penalty: 4933.463379
	Iteration 7Q: 3 clusters Score -2856526 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2856827.750000 Penalty: 4933.463379
	Iteration 8Q: 3 clusters Score -2856828 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2857255.250000 Penalty: 4933.463379
	Iteration 9Q: 3 clusters Score -2857255 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2857861.500000 Penalty: 4933.463379
	Iteration 10Q: 3 clusters Score -2857862 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2858635.750000 Penalty: 4933.463379
	Iteration 11F: 3 clusters Score -2858636 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2859641.000000 Penalty: 4933.463379
	Iteration 12F: 3 clusters Score -2859641 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2860619.500000 Penalty: 4933.463379
	Iteration 13F: 3 clusters Score -2860620 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2861384.250000 Penalty: 4933.463379
	Iteration 14Q: 3 clusters Score -2861384 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2861863.750000 Penalty: 4933.463379
	Iteration 15Q: 3 clusters Score -2861864 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2862116.000000 Penalty: 4933.463379
	Iteration 16Q: 3 clusters Score -2862116 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2862246.250000 Penalty: 4933.463379
	Iteration 17Q: 3 clusters Score -2862246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2862316.250000 Penalty: 4933.463379
	Iteration 18Q: 3 clusters Score -2862316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2862387.750000 Penalty: 4933.463379
	Iteration 19Q: 3 clusters Score -2862388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2862444.000000 Penalty: 4933.463379
	Iteration 20F: 3 clusters Score -2862444 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2862494.000000 Penalty: 4933.463379
	Iteration 21Q: 3 clusters Score -2862494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2862532.250000 Penalty: 4933.463379
	Iteration 22Q: 3 clusters Score -2862532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2862570.750000 Penalty: 4933.463379
	Iteration 23Q: 3 clusters Score -2862571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2862603.500000 Penalty: 4933.463379
	Iteration 24Q: 3 clusters Score -2862604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2862618.500000 Penalty: 4933.463379
	Iteration 25Q: 3 clusters Score -2862618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2862634.000000 Penalty: 4933.463379
	Iteration 26Q: 3 clusters Score -2862634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2862641.000000 Penalty: 4933.463379
	Iteration 27Q: 3 clusters Score -2862641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2862659.750000 Penalty: 4933.463379
	Iteration 28Q: 3 clusters Score -2862660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2862662.500000 Penalty: 4933.463379
	Iteration 29Q: 3 clusters Score -2862662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2862667.750000 Penalty: 4933.463379
	Iteration 30Q: 3 clusters Score -2862668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2862680.750000 Penalty: 4933.463379
	Iteration 31Q: 3 clusters Score -2862681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2862687.000000 Penalty: 4933.463379
	Iteration 32Q: 3 clusters Score -2862687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2862688.250000 Penalty: 4933.463379
	Iteration 33Q: 3 clusters Score -2862688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2862688.500000 Penalty: 4933.463379
	Iteration 34Q: 3 clusters Score -2862688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2862687.750000 Penalty: 4933.463379
	Iteration 35Q: 3 clusters Score -2862688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2862691.000000 Penalty: 4933.463379
	Iteration 36Q: 3 clusters Score -2862691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2862698.500000 Penalty: 4933.463379
	Iteration 37Q: 3 clusters Score -2862698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2862698.000000 Penalty: 4933.463379
	Iteration 38Q: 3 clusters Score -2862698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2862698.500000 Penalty: 4933.463379
	Iteration 39Q: 3 clusters Score -2862698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2862701.000000 Penalty: 4933.463379
	Iteration 40F: 3 clusters Score -2862701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2862703.500000 Penalty: 4933.463379
	Iteration 41Q: 3 clusters Score -2862704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2862707.000000 Penalty: 4933.463379
	Iteration 42Q: 3 clusters Score -2862707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2862707.250000 Penalty: 4933.463379
	Iteration 43Q: 3 clusters Score -2862707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2862708.250000 Penalty: 4933.463379
	Iteration 44Q: 3 clusters Score -2862708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2862709.000000 Penalty: 4933.463379
	Iteration 45Q: 3 clusters Score -2862709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2862710.500000 Penalty: 4933.463379
	Iteration 46Q: 3 clusters Score -2862710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2862711.000000 Penalty: 4933.463379
	Iteration 47Q: 3 clusters Score -2862711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2862713.750000 Penalty: 4933.463379
	Iteration 48Q: 3 clusters Score -2862714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2862713.000000 Penalty: 4933.463379
	Iteration 49Q: 3 clusters Score -2862713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2862714.250000 Penalty: 4933.463379
	Iteration 50Q: 3 clusters Score -2862714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2862711.750000 Penalty: 4933.463379
	Iteration 51Q: 3 clusters Score -2862712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2862709.750000 Penalty: 4933.463379
	Iteration 52Q: 3 clusters Score -2862710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2862714.500000 Penalty: 4933.463379
	Iteration 53Q: 3 clusters Score -2862714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2862709.500000 Penalty: 4933.463379
	Iteration 54Q: 3 clusters Score -2862710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2862713.250000 Penalty: 4933.463379
	Iteration 55Q: 3 clusters Score -2862713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2862712.250000 Penalty: 4933.463379
	Iteration 56Q: 3 clusters Score -2862712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2862711.500000 Penalty: 4933.463379
	Iteration 57Q: 3 clusters Score -2862712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2862710.500000 Penalty: 4933.463379
	Iteration 58Q: 3 clusters Score -2862710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2862713.250000 Penalty: 4933.463379
	Iteration 59Q: 3 clusters Score -2862713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2862712.250000 Penalty: 4933.463379
	Iteration 60F: 3 clusters Score -2862712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (177635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177635 members 
Entering Unmasked Estep 
Score: -24069474.000000 Penalty: 2997.696533
	Iteration 0F: 2 clusters Score -2.406947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -23952796.000000 Penalty: 5995.393066
	Iteration 0F: 3 clusters Score -2.39528e+07 nChanged 85365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -24002126.000000 Penalty: 5995.393066
	Iteration 1F: 3 clusters Score -2.400213e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -24003072.000000 Penalty: 5995.393066
	Iteration 2Q: 3 clusters Score -2.400307e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -24004268.000000 Penalty: 5995.393066
	Iteration 3Q: 3 clusters Score -2.400427e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -24005956.000000 Penalty: 5995.393066
	Iteration 4Q: 3 clusters Score -2.400596e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -24008452.000000 Penalty: 5995.393066
	Iteration 5Q: 3 clusters Score -2.400845e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -24012534.000000 Penalty: 5995.393066
	Iteration 6Q: 3 clusters Score -2.401253e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -24018968.000000 Penalty: 5995.393066
	Iteration 7F: 3 clusters Score -2.401897e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -24027660.000000 Penalty: 5995.393066
	Iteration 8F: 3 clusters Score -2.402766e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126960 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -24036848.000000 Penalty: 5995.393066
	Iteration 9F: 3 clusters Score -2.403685e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -24043674.000000 Penalty: 5995.393066
	Iteration 10F: 3 clusters Score -2.404367e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135472 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -24047222.000000 Penalty: 5995.393066
	Iteration 11Q: 3 clusters Score -2.404722e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138321 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -24048992.000000 Penalty: 5995.393066
	Iteration 12Q: 3 clusters Score -2.404899e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -24050230.000000 Penalty: 5995.393066
	Iteration 13Q: 3 clusters Score -2.405023e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -24051138.000000 Penalty: 5995.393066
	Iteration 14Q: 3 clusters Score -2.405114e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -24052004.000000 Penalty: 5995.393066
	Iteration 15Q: 3 clusters Score -2.4052e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -24052984.000000 Penalty: 5995.393066
	Iteration 16Q: 3 clusters Score -2.405298e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150813 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -24053900.000000 Penalty: 5995.393066
	Iteration 17Q: 3 clusters Score -2.40539e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -24054884.000000 Penalty: 5995.393066
	Iteration 18Q: 3 clusters Score -2.405488e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -24055812.000000 Penalty: 5995.393066
	Iteration 19Q: 3 clusters Score -2.405581e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -24056816.000000 Penalty: 5995.393066
	Iteration 20F: 3 clusters Score -2.405682e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -24057916.000000 Penalty: 5995.393066
	Iteration 21Q: 3 clusters Score -2.405792e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -24059028.000000 Penalty: 5995.393066
	Iteration 22Q: 3 clusters Score -2.405903e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164528 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -24060056.000000 Penalty: 5995.393066
	Iteration 23Q: 3 clusters Score -2.406006e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -24061184.000000 Penalty: 5995.393066
	Iteration 24Q: 3 clusters Score -2.406118e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -24062062.000000 Penalty: 5995.393066
	Iteration 25Q: 3 clusters Score -2.406206e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170081 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -24063006.000000 Penalty: 5995.393066
	Iteration 26Q: 3 clusters Score -2.406301e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -24063836.000000 Penalty: 5995.393066
	Iteration 27Q: 3 clusters Score -2.406384e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -24064522.000000 Penalty: 5995.393066
	Iteration 28Q: 3 clusters Score -2.406452e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173744 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -24065036.000000 Penalty: 5995.393066
	Iteration 29Q: 3 clusters Score -2.406504e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -24065468.000000 Penalty: 5995.393066
	Iteration 30Q: 3 clusters Score -2.406547e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24065754.000000 Penalty: 5995.393066
	Iteration 31Q: 3 clusters Score -2.406575e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -24066022.000000 Penalty: 5995.393066
	Iteration 32Q: 3 clusters Score -2.406602e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175850 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -24066196.000000 Penalty: 5995.393066
	Iteration 33Q: 3 clusters Score -2.40662e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176087 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -24066324.000000 Penalty: 5995.393066
	Iteration 34Q: 3 clusters Score -2.406632e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176276 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -24066502.000000 Penalty: 5995.393066
	Iteration 35Q: 3 clusters Score -2.40665e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -24066548.000000 Penalty: 5995.393066
	Iteration 36Q: 3 clusters Score -2.406655e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176524 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -24066620.000000 Penalty: 5995.393066
	Iteration 37Q: 3 clusters Score -2.406662e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176615 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -24066668.000000 Penalty: 5995.393066
	Iteration 38Q: 3 clusters Score -2.406667e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -24066730.000000 Penalty: 5995.393066
	Iteration 39Q: 3 clusters Score -2.406673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -24066790.000000 Penalty: 5995.393066
	Iteration 40F: 3 clusters Score -2.406679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176761 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -24066820.000000 Penalty: 5995.393066
	Iteration 41Q: 3 clusters Score -2.406682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176799 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -24066848.000000 Penalty: 5995.393066
	Iteration 42Q: 3 clusters Score -2.406685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176833 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -24066886.000000 Penalty: 5995.393066
	Iteration 43Q: 3 clusters Score -2.406689e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24066912.000000 Penalty: 5995.393066
	Iteration 44Q: 3 clusters Score -2.406691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -24066950.000000 Penalty: 5995.393066
	Iteration 45Q: 3 clusters Score -2.406695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176898 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -24066946.000000 Penalty: 5995.393066
	Iteration 46Q: 3 clusters Score -2.406695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -24066944.000000 Penalty: 5995.393066
	Iteration 47Q: 3 clusters Score -2.406694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176900 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -24066932.000000 Penalty: 5995.393066
	Iteration 48Q: 3 clusters Score -2.406693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176901 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -24066948.000000 Penalty: 5995.393066
	Iteration 49Q: 3 clusters Score -2.406695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176901 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -24066956.000000 Penalty: 5995.393066
	Iteration 50Q: 3 clusters Score -2.406696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176906 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -24066968.000000 Penalty: 5995.393066
	Iteration 51Q: 3 clusters Score -2.406697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -24066960.000000 Penalty: 5995.393066
	Iteration 52Q: 3 clusters Score -2.406696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -24066966.000000 Penalty: 5995.393066
	Iteration 53Q: 3 clusters Score -2.406697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -24066972.000000 Penalty: 5995.393066
	Iteration 54Q: 3 clusters Score -2.406697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -24066972.000000 Penalty: 5995.393066
	Iteration 55Q: 3 clusters Score -2.406697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176920 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -24066960.000000 Penalty: 5995.393066
	Iteration 56Q: 3 clusters Score -2.406696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -24066964.000000 Penalty: 5995.393066
	Iteration 57Q: 3 clusters Score -2.406696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176923 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -24066976.000000 Penalty: 5995.393066
	Iteration 58Q: 3 clusters Score -2.406698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176922 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24066970.000000 Penalty: 5995.393066
	Iteration 59Q: 3 clusters Score -2.406697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176922 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24066970.000000 Penalty: 5995.393066
	Iteration 60F: 3 clusters Score -2.406697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Entering Unmasked Estep 
Score: -4524996.000000 Penalty: 2581.912354
	Iteration 0F: 2 clusters Score -4524996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4502385.500000 Penalty: 5163.824707
	Iteration 0F: 3 clusters Score -4502386 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4510230.000000 Penalty: 5163.824707
	Iteration 1F: 3 clusters Score -4510230 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4510690.500000 Penalty: 5163.824707
	Iteration 2Q: 3 clusters Score -4510690 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4511071.000000 Penalty: 5163.824707
	Iteration 3Q: 3 clusters Score -4511071 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4511446.500000 Penalty: 5163.824707
	Iteration 4Q: 3 clusters Score -4511446 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4511829.500000 Penalty: 5163.824707
	Iteration 5Q: 3 clusters Score -4511830 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4512347.000000 Penalty: 5163.824707
	Iteration 6Q: 3 clusters Score -4512347 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4512963.000000 Penalty: 5163.824707
	Iteration 7Q: 3 clusters Score -4512963 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4513695.000000 Penalty: 5163.824707
	Iteration 8Q: 3 clusters Score -4513695 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -4514753.500000 Penalty: 5163.824707
	Iteration 9F: 3 clusters Score -4514754 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4516023.500000 Penalty: 5163.824707
	Iteration 10F: 3 clusters Score -4516024 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -4517476.500000 Penalty: 5163.824707
	Iteration 11F: 3 clusters Score -4517476 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4518885.500000 Penalty: 5163.824707
	Iteration 12F: 3 clusters Score -4518886 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -4520053.500000 Penalty: 5163.824707
	Iteration 13F: 3 clusters Score -4520054 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4520634.000000 Penalty: 5163.824707
	Iteration 14Q: 3 clusters Score -4520634 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4520979.000000 Penalty: 5163.824707
	Iteration 15Q: 3 clusters Score -4520979 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4521177.000000 Penalty: 5163.824707
	Iteration 16Q: 3 clusters Score -4521177 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4521329.000000 Penalty: 5163.824707
	Iteration 17Q: 3 clusters Score -4521329 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4521461.500000 Penalty: 5163.824707
	Iteration 18Q: 3 clusters Score -4521462 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4521568.000000 Penalty: 5163.824707
	Iteration 19Q: 3 clusters Score -4521568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4521662.500000 Penalty: 5163.824707
	Iteration 20F: 3 clusters Score -4521662 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4521720.000000 Penalty: 5163.824707
	Iteration 21Q: 3 clusters Score -4521720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4521793.000000 Penalty: 5163.824707
	Iteration 22Q: 3 clusters Score -4521793 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4521876.000000 Penalty: 5163.824707
	Iteration 23Q: 3 clusters Score -4521876 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4521946.000000 Penalty: 5163.824707
	Iteration 24Q: 3 clusters Score -4521946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4522009.500000 Penalty: 5163.824707
	Iteration 25Q: 3 clusters Score -4522010 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4522066.500000 Penalty: 5163.824707
	Iteration 26Q: 3 clusters Score -4522066 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4522120.000000 Penalty: 5163.824707
	Iteration 27Q: 3 clusters Score -4522120 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4522171.500000 Penalty: 5163.824707
	Iteration 28Q: 3 clusters Score -4522172 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4522248.000000 Penalty: 5163.824707
	Iteration 29Q: 3 clusters Score -4522248 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4522335.500000 Penalty: 5163.824707
	Iteration 30Q: 3 clusters Score -4522336 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4522365.000000 Penalty: 5163.824707
	Iteration 31Q: 3 clusters Score -4522365 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4522412.000000 Penalty: 5163.824707
	Iteration 32Q: 3 clusters Score -4522412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4522452.000000 Penalty: 5163.824707
	Iteration 33Q: 3 clusters Score -4522452 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4522477.000000 Penalty: 5163.824707
	Iteration 34Q: 3 clusters Score -4522477 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4522503.500000 Penalty: 5163.824707
	Iteration 35Q: 3 clusters Score -4522504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4522524.000000 Penalty: 5163.824707
	Iteration 36Q: 3 clusters Score -4522524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4522554.500000 Penalty: 5163.824707
	Iteration 37Q: 3 clusters Score -4522554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -4522580.000000 Penalty: 5163.824707
	Iteration 38Q: 3 clusters Score -4522580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4522596.000000 Penalty: 5163.824707
	Iteration 39Q: 3 clusters Score -4522596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4522598.000000 Penalty: 5163.824707
	Iteration 40F: 3 clusters Score -4522598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4522596.000000 Penalty: 5163.824707
	Iteration 41Q: 3 clusters Score -4522596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4522604.500000 Penalty: 5163.824707
	Iteration 42Q: 3 clusters Score -4522604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4522617.500000 Penalty: 5163.824707
	Iteration 43Q: 3 clusters Score -4522618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4522628.000000 Penalty: 5163.824707
	Iteration 44Q: 3 clusters Score -4522628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4522636.000000 Penalty: 5163.824707
	Iteration 45Q: 3 clusters Score -4522636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4522630.000000 Penalty: 5163.824707
	Iteration 46Q: 3 clusters Score -4522630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -4522632.000000 Penalty: 5163.824707
	Iteration 47Q: 3 clusters Score -4522632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4522631.500000 Penalty: 5163.824707
	Iteration 48Q: 3 clusters Score -4522632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4522641.000000 Penalty: 5163.824707
	Iteration 49Q: 3 clusters Score -4522641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4522649.000000 Penalty: 5163.824707
	Iteration 50Q: 3 clusters Score -4522649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4522659.500000 Penalty: 5163.824707
	Iteration 51Q: 3 clusters Score -4522660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4522657.500000 Penalty: 5163.824707
	Iteration 52Q: 3 clusters Score -4522658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4522659.000000 Penalty: 5163.824707
	Iteration 53Q: 3 clusters Score -4522659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4522657.500000 Penalty: 5163.824707
	Iteration 54Q: 3 clusters Score -4522658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4522663.500000 Penalty: 5163.824707
	Iteration 55Q: 3 clusters Score -4522664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4522663.000000 Penalty: 5163.824707
	Iteration 56Q: 3 clusters Score -4522663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4522674.000000 Penalty: 5163.824707
	Iteration 57Q: 3 clusters Score -4522674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4522673.500000 Penalty: 5163.824707
	Iteration 58Q: 3 clusters Score -4522674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4522671.000000 Penalty: 5163.824707
	Iteration 59Q: 3 clusters Score -4522671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4522672.000000 Penalty: 5163.824707
	Iteration 60F: 3 clusters Score -4522672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4522675.000000 Penalty: 5163.824707
	Iteration 61Q: 3 clusters Score -4522675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4522677.500000 Penalty: 5163.824707
	Iteration 62Q: 3 clusters Score -4522678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4522682.500000 Penalty: 5163.824707
	Iteration 63Q: 3 clusters Score -4522682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4522682.000000 Penalty: 5163.824707
	Iteration 64Q: 3 clusters Score -4522682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4522683.500000 Penalty: 5163.824707
	Iteration 65Q: 3 clusters Score -4522684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4522692.500000 Penalty: 5163.824707
	Iteration 66Q: 3 clusters Score -4522692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4522696.500000 Penalty: 5163.824707
	Iteration 67Q: 3 clusters Score -4522696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4522695.000000 Penalty: 5163.824707
	Iteration 68Q: 3 clusters Score -4522695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4522689.000000 Penalty: 5163.824707
	Iteration 69Q: 3 clusters Score -4522689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4522694.000000 Penalty: 5163.824707
	Iteration 70Q: 3 clusters Score -4522694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4522697.500000 Penalty: 5163.824707
	Iteration 71Q: 3 clusters Score -4522698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4522703.500000 Penalty: 5163.824707
	Iteration 72Q: 3 clusters Score -4522704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4522700.500000 Penalty: 5163.824707
	Iteration 73Q: 3 clusters Score -4522700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4522692.500000 Penalty: 5163.824707
	Iteration 74Q: 3 clusters Score -4522692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4522691.000000 Penalty: 5163.824707
	Iteration 75Q: 3 clusters Score -4522691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4522691.500000 Penalty: 5163.824707
	Iteration 76Q: 3 clusters Score -4522692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4522697.500000 Penalty: 5163.824707
	Iteration 77Q: 3 clusters Score -4522698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4522694.500000 Penalty: 5163.824707
	Iteration 78Q: 3 clusters Score -4522694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4522707.000000 Penalty: 5163.824707
	Iteration 79Q: 3 clusters Score -4522707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4522709.500000 Penalty: 5163.824707
	Iteration 80F: 3 clusters Score -4522710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4522712.500000 Penalty: 5163.824707
	Iteration 81Q: 3 clusters Score -4522712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4522720.500000 Penalty: 5163.824707
	Iteration 82Q: 3 clusters Score -4522720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4522718.500000 Penalty: 5163.824707
	Iteration 83Q: 3 clusters Score -4522718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4522724.000000 Penalty: 5163.824707
	Iteration 84Q: 3 clusters Score -4522724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4522718.500000 Penalty: 5163.824707
	Iteration 85Q: 3 clusters Score -4522718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4522718.500000 Penalty: 5163.824707
	Iteration 86Q: 3 clusters Score -4522718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4522718.500000 Penalty: 5163.824707
	Iteration 87F: 3 clusters Score -4522718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 170 members 
Entering Unmasked Estep 
Score: -37629.589844 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37629.59 nChanged 51
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: -37826.378906 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37826.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37902.007812 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -37902.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37944.968750 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -37944.97 nChanged 5
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: -37966.390625 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -37966.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37973.843750 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -37973.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37976.980469 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -37976.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37984.468750 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -37984.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37989.574219 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -37989.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37994.675781 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -37994.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38007.828125 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -38007.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38015.968750 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -38015.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38051.386719 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -38051.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38072.480469 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -38072.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38102.753906 Penalty: 2899.833740
	Iteration 14Q: 3 clusters Score -38102.75 nChanged 3
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: -38135.976562 Penalty: 2899.833740
	Iteration 15Q: 3 clusters Score -38135.98 nChanged 4
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: -38188.687500 Penalty: 2899.833740
	Iteration 16Q: 3 clusters Score -38188.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38228.441406 Penalty: 2899.833740
	Iteration 17Q: 3 clusters Score -38228.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38273.804688 Penalty: 2899.833740
	Iteration 18Q: 3 clusters Score -38273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38309.617188 Penalty: 2899.833740
	Iteration 19Q: 3 clusters Score -38309.62 nChanged 3
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: -38317.152344 Penalty: 2899.833740
	Iteration 20F: 3 clusters Score -38317.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38326.183594 Penalty: 2899.833740
	Iteration 21Q: 3 clusters Score -38326.18 nChanged 1
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: -38328.886719 Penalty: 2899.833740
	Iteration 22Q: 3 clusters Score -38328.89 nChanged 2
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: -38385.730469 Penalty: 2899.833740
	Iteration 23Q: 3 clusters Score -38385.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38410.394531 Penalty: 2899.833740
	Iteration 24Q: 3 clusters Score -38410.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38434.261719 Penalty: 2899.833740
	Iteration 25Q: 3 clusters Score -38434.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38446.308594 Penalty: 2899.833740
	Iteration 26Q: 3 clusters Score -38446.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38446.308594 Penalty: 2899.833740
	Iteration 27F: 3 clusters Score -38446.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -229400.937500 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -229400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226873.671875 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -226873.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227539.343750 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -227539.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -228278.968750 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -228279 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -228892.250000 Penalty: 3728.959717
	Iteration 3F: 3 clusters Score -228892.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -229258.437500 Penalty: 3728.959717
	Iteration 4F: 3 clusters Score -229258.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -229546.406250 Penalty: 3728.959717
	Iteration 5F: 3 clusters Score -229546.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -229761.468750 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -229761.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -229857.984375 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -229858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -229889.890625 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -229889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -229905.687500 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -229905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -229915.125000 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -229915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -229919.890625 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -229919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -229924.203125 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -229924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -229925.093750 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -229925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -229925.093750 Penalty: 3728.959717
	Iteration 14F: 3 clusters Score -229925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 36282 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 19717 members 
Mstep: Class 7 contains 13607 members 
Mstep: Class 8 contains 172007 members 
Mstep: Class 9 contains 43048 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31115 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 20879 members 
Mstep: Class 14 contains 177635 members 
Mstep: Class 15 contains 33221 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168512 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24631 members 
Mstep: Class 24 contains 73910 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126445256.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126445768.000000 to -126445256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 94 members 
Entering Unmasked Estep 
Score: -19274.669922 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19274.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19373.333984 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19373.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19411.505859 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19411.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19420.283203 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19420.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19420.283203 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -19420.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Entering Unmasked Estep 
Score: -22830292.000000 Penalty: 2984.621094
	Iteration 0F: 2 clusters Score -2.283029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -22720896.000000 Penalty: 5969.242188
	Iteration 0F: 3 clusters Score -2.27209e+07 nChanged 80531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -22767828.000000 Penalty: 5969.242188
	Iteration 1F: 3 clusters Score -2.276783e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -22768736.000000 Penalty: 5969.242188
	Iteration 2Q: 3 clusters Score -2.276874e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -22770058.000000 Penalty: 5969.242188
	Iteration 3Q: 3 clusters Score -2.277006e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -22771636.000000 Penalty: 5969.242188
	Iteration 4Q: 3 clusters Score -2.277164e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -22774212.000000 Penalty: 5969.242188
	Iteration 5Q: 3 clusters Score -2.277421e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -22777762.000000 Penalty: 5969.242188
	Iteration 6Q: 3 clusters Score -2.277776e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -22781926.000000 Penalty: 5969.242188
	Iteration 7Q: 3 clusters Score -2.278193e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -22786182.000000 Penalty: 5969.242188
	Iteration 8F: 3 clusters Score -2.278618e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -22790834.000000 Penalty: 5969.242188
	Iteration 9F: 3 clusters Score -2.279083e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -22795676.000000 Penalty: 5969.242188
	Iteration 10F: 3 clusters Score -2.279568e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -22800224.000000 Penalty: 5969.242188
	Iteration 11F: 3 clusters Score -2.280022e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -22803914.000000 Penalty: 5969.242188
	Iteration 12Q: 3 clusters Score -2.280391e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -22806312.000000 Penalty: 5969.242188
	Iteration 13Q: 3 clusters Score -2.280631e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -22807628.000000 Penalty: 5969.242188
	Iteration 14Q: 3 clusters Score -2.280763e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -22808276.000000 Penalty: 5969.242188
	Iteration 15Q: 3 clusters Score -2.280828e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -22808696.000000 Penalty: 5969.242188
	Iteration 16Q: 3 clusters Score -2.28087e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -22809070.000000 Penalty: 5969.242188
	Iteration 17Q: 3 clusters Score -2.280907e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -22809258.000000 Penalty: 5969.242188
	Iteration 18Q: 3 clusters Score -2.280926e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -22809584.000000 Penalty: 5969.242188
	Iteration 19Q: 3 clusters Score -2.280958e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -22809834.000000 Penalty: 5969.242188
	Iteration 20F: 3 clusters Score -2.280983e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -22810132.000000 Penalty: 5969.242188
	Iteration 21Q: 3 clusters Score -2.281013e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -22810444.000000 Penalty: 5969.242188
	Iteration 22Q: 3 clusters Score -2.281044e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -22810686.000000 Penalty: 5969.242188
	Iteration 23Q: 3 clusters Score -2.281069e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -22811078.000000 Penalty: 5969.242188
	Iteration 24Q: 3 clusters Score -2.281108e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 111934 members 
Entering Unmasked Estep 
Score: -22811420.000000 Penalty: 5969.242188
	Iteration 25Q: 3 clusters Score -2.281142e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -22811820.000000 Penalty: 5969.242188
	Iteration 26Q: 3 clusters Score -2.281182e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -22812158.000000 Penalty: 5969.242188
	Iteration 27Q: 3 clusters Score -2.281216e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -22812516.000000 Penalty: 5969.242188
	Iteration 28Q: 3 clusters Score -2.281252e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -22812962.000000 Penalty: 5969.242188
	Iteration 29Q: 3 clusters Score -2.281296e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 120849 members 
Entering Unmasked Estep 
Score: -22813386.000000 Penalty: 5969.242188
	Iteration 30Q: 3 clusters Score -2.281339e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -22813866.000000 Penalty: 5969.242188
	Iteration 31Q: 3 clusters Score -2.281387e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -22814184.000000 Penalty: 5969.242188
	Iteration 32Q: 3 clusters Score -2.281418e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 127016 members 
Entering Unmasked Estep 
Score: -22814594.000000 Penalty: 5969.242188
	Iteration 33Q: 3 clusters Score -2.281459e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 129143 members 
Entering Unmasked Estep 
Score: -22815188.000000 Penalty: 5969.242188
	Iteration 34Q: 3 clusters Score -2.281519e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 131236 members 
Entering Unmasked Estep 
Score: -22815824.000000 Penalty: 5969.242188
	Iteration 35Q: 3 clusters Score -2.281582e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -22816342.000000 Penalty: 5969.242188
	Iteration 36Q: 3 clusters Score -2.281634e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 135775 members 
Entering Unmasked Estep 
Score: -22817024.000000 Penalty: 5969.242188
	Iteration 37Q: 3 clusters Score -2.281702e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 138147 members 
Entering Unmasked Estep 
Score: -22817668.000000 Penalty: 5969.242188
	Iteration 38Q: 3 clusters Score -2.281767e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -22818366.000000 Penalty: 5969.242188
	Iteration 39Q: 3 clusters Score -2.281837e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -22819128.000000 Penalty: 5969.242188
	Iteration 40F: 3 clusters Score -2.281913e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -22819818.000000 Penalty: 5969.242188
	Iteration 41Q: 3 clusters Score -2.281982e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -22820498.000000 Penalty: 5969.242188
	Iteration 42Q: 3 clusters Score -2.28205e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 149793 members 
Entering Unmasked Estep 
Score: -22821228.000000 Penalty: 5969.242188
	Iteration 43Q: 3 clusters Score -2.282123e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 151916 members 
Entering Unmasked Estep 
Score: -22821962.000000 Penalty: 5969.242188
	Iteration 44Q: 3 clusters Score -2.282196e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 153931 members 
Entering Unmasked Estep 
Score: -22822750.000000 Penalty: 5969.242188
	Iteration 45Q: 3 clusters Score -2.282275e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -22823404.000000 Penalty: 5969.242188
	Iteration 46Q: 3 clusters Score -2.28234e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 157582 members 
Entering Unmasked Estep 
Score: -22824106.000000 Penalty: 5969.242188
	Iteration 47Q: 3 clusters Score -2.282411e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 159092 members 
Entering Unmasked Estep 
Score: -22824728.000000 Penalty: 5969.242188
	Iteration 48Q: 3 clusters Score -2.282473e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -22825232.000000 Penalty: 5969.242188
	Iteration 49Q: 3 clusters Score -2.282523e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -22825782.000000 Penalty: 5969.242188
	Iteration 50Q: 3 clusters Score -2.282578e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -22826112.000000 Penalty: 5969.242188
	Iteration 51Q: 3 clusters Score -2.282611e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -22826412.000000 Penalty: 5969.242188
	Iteration 52Q: 3 clusters Score -2.282641e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -22826632.000000 Penalty: 5969.242188
	Iteration 53Q: 3 clusters Score -2.282663e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 164408 members 
Entering Unmasked Estep 
Score: -22826802.000000 Penalty: 5969.242188
	Iteration 54Q: 3 clusters Score -2.28268e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -22827002.000000 Penalty: 5969.242188
	Iteration 55Q: 3 clusters Score -2.2827e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -22827042.000000 Penalty: 5969.242188
	Iteration 56Q: 3 clusters Score -2.282704e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -22827116.000000 Penalty: 5969.242188
	Iteration 57Q: 3 clusters Score -2.282712e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -22827172.000000 Penalty: 5969.242188
	Iteration 58Q: 3 clusters Score -2.282717e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -22827232.000000 Penalty: 5969.242188
	Iteration 59Q: 3 clusters Score -2.282723e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -22827370.000000 Penalty: 5969.242188
	Iteration 60F: 3 clusters Score -2.282737e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 165994 members 
Entering Unmasked Estep 
Score: -22827458.000000 Penalty: 5969.242188
	Iteration 61Q: 3 clusters Score -2.282746e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 166120 members 
Entering Unmasked Estep 
Score: -22827506.000000 Penalty: 5969.242188
	Iteration 62Q: 3 clusters Score -2.282751e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -22827588.000000 Penalty: 5969.242188
	Iteration 63Q: 3 clusters Score -2.282759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 166319 members 
Entering Unmasked Estep 
Score: -22827676.000000 Penalty: 5969.242188
	Iteration 64Q: 3 clusters Score -2.282768e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -22827698.000000 Penalty: 5969.242188
	Iteration 65Q: 3 clusters Score -2.28277e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -22827698.000000 Penalty: 5969.242188
	Iteration 66Q: 3 clusters Score -2.28277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 166498 members 
Entering Unmasked Estep 
Score: -22827736.000000 Penalty: 5969.242188
	Iteration 67Q: 3 clusters Score -2.282774e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 166538 members 
Entering Unmasked Estep 
Score: -22827722.000000 Penalty: 5969.242188
	Iteration 68Q: 3 clusters Score -2.282772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 166567 members 
Entering Unmasked Estep 
Score: -22827758.000000 Penalty: 5969.242188
	Iteration 69Q: 3 clusters Score -2.282776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -22827768.000000 Penalty: 5969.242188
	Iteration 70Q: 3 clusters Score -2.282777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -22827818.000000 Penalty: 5969.242188
	Iteration 71Q: 3 clusters Score -2.282782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 166660 members 
Entering Unmasked Estep 
Score: -22827818.000000 Penalty: 5969.242188
	Iteration 72Q: 3 clusters Score -2.282782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -22827842.000000 Penalty: 5969.242188
	Iteration 73Q: 3 clusters Score -2.282784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -22827860.000000 Penalty: 5969.242188
	Iteration 74Q: 3 clusters Score -2.282786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -22827858.000000 Penalty: 5969.242188
	Iteration 75Q: 3 clusters Score -2.282786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -22827864.000000 Penalty: 5969.242188
	Iteration 76Q: 3 clusters Score -2.282786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -22827888.000000 Penalty: 5969.242188
	Iteration 77Q: 3 clusters Score -2.282789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -22827880.000000 Penalty: 5969.242188
	Iteration 78Q: 3 clusters Score -2.282788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 166826 members 
Entering Unmasked Estep 
Score: -22827904.000000 Penalty: 5969.242188
	Iteration 79Q: 3 clusters Score -2.28279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 166843 members 
Entering Unmasked Estep 
Score: -22827904.000000 Penalty: 5969.242188
	Iteration 80F: 3 clusters Score -2.28279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22827918.000000 Penalty: 5969.242188
	Iteration 81Q: 3 clusters Score -2.282792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -22827918.000000 Penalty: 5969.242188
	Iteration 82Q: 3 clusters Score -2.282792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22827936.000000 Penalty: 5969.242188
	Iteration 83Q: 3 clusters Score -2.282794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 166869 members 
Entering Unmasked Estep 
Score: -22827928.000000 Penalty: 5969.242188
	Iteration 84Q: 3 clusters Score -2.282793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -22827934.000000 Penalty: 5969.242188
	Iteration 85Q: 3 clusters Score -2.282793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -22827932.000000 Penalty: 5969.242188
	Iteration 86Q: 3 clusters Score -2.282793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 166869 members 
Entering Unmasked Estep 
Score: -22827930.000000 Penalty: 5969.242188
	Iteration 87Q: 3 clusters Score -2.282793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -22827940.000000 Penalty: 5969.242188
	Iteration 88Q: 3 clusters Score -2.282794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -22827940.000000 Penalty: 5969.242188
	Iteration 89F: 3 clusters Score -2.282794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Entering Unmasked Estep 
Score: -1523082.250000 Penalty: 2343.850342
	Iteration 0F: 2 clusters Score -1523082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1513690.875000 Penalty: 4687.700684
	Iteration 0F: 3 clusters Score -1513691 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1516755.750000 Penalty: 4687.700684
	Iteration 1F: 3 clusters Score -1516756 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1517345.625000 Penalty: 4687.700684
	Iteration 2F: 3 clusters Score -1517346 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1517861.125000 Penalty: 4687.700684
	Iteration 3F: 3 clusters Score -1517861 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1518286.000000 Penalty: 4687.700684
	Iteration 4F: 3 clusters Score -1518286 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1518612.125000 Penalty: 4687.700684
	Iteration 5Q: 3 clusters Score -1518612 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1518912.750000 Penalty: 4687.700684
	Iteration 6Q: 3 clusters Score -1518913 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1519202.750000 Penalty: 4687.700684
	Iteration 7Q: 3 clusters Score -1519203 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1519487.750000 Penalty: 4687.700684
	Iteration 8Q: 3 clusters Score -1519488 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1519789.625000 Penalty: 4687.700684
	Iteration 9Q: 3 clusters Score -1519790 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1520075.500000 Penalty: 4687.700684
	Iteration 10Q: 3 clusters Score -1520076 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1520365.875000 Penalty: 4687.700684
	Iteration 11Q: 3 clusters Score -1520366 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1520682.250000 Penalty: 4687.700684
	Iteration 12Q: 3 clusters Score -1520682 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1520946.375000 Penalty: 4687.700684
	Iteration 13Q: 3 clusters Score -1520946 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1521136.750000 Penalty: 4687.700684
	Iteration 14Q: 3 clusters Score -1521137 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1521266.875000 Penalty: 4687.700684
	Iteration 15Q: 3 clusters Score -1521267 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1521363.750000 Penalty: 4687.700684
	Iteration 16Q: 3 clusters Score -1521364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1521436.125000 Penalty: 4687.700684
	Iteration 17Q: 3 clusters Score -1521436 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1521478.750000 Penalty: 4687.700684
	Iteration 18Q: 3 clusters Score -1521479 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1521513.125000 Penalty: 4687.700684
	Iteration 19Q: 3 clusters Score -1521513 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1521544.375000 Penalty: 4687.700684
	Iteration 20F: 3 clusters Score -1521544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1521569.500000 Penalty: 4687.700684
	Iteration 21Q: 3 clusters Score -1521570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1521598.125000 Penalty: 4687.700684
	Iteration 22Q: 3 clusters Score -1521598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1521611.125000 Penalty: 4687.700684
	Iteration 23Q: 3 clusters Score -1521611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1521623.125000 Penalty: 4687.700684
	Iteration 24Q: 3 clusters Score -1521623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1521635.250000 Penalty: 4687.700684
	Iteration 25Q: 3 clusters Score -1521635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1521638.625000 Penalty: 4687.700684
	Iteration 26Q: 3 clusters Score -1521639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1521641.625000 Penalty: 4687.700684
	Iteration 27Q: 3 clusters Score -1521642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1521646.000000 Penalty: 4687.700684
	Iteration 28Q: 3 clusters Score -1521646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1521649.375000 Penalty: 4687.700684
	Iteration 29Q: 3 clusters Score -1521649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1521648.000000 Penalty: 4687.700684
	Iteration 30Q: 3 clusters Score -1521648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1521647.750000 Penalty: 4687.700684
	Iteration 31Q: 3 clusters Score -1521648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1521651.625000 Penalty: 4687.700684
	Iteration 32Q: 3 clusters Score -1521652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1521654.875000 Penalty: 4687.700684
	Iteration 33Q: 3 clusters Score -1521655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1521655.250000 Penalty: 4687.700684
	Iteration 34Q: 3 clusters Score -1521655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1521660.000000 Penalty: 4687.700684
	Iteration 35Q: 3 clusters Score -1521660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1521655.875000 Penalty: 4687.700684
	Iteration 36Q: 3 clusters Score -1521656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1521657.250000 Penalty: 4687.700684
	Iteration 37Q: 3 clusters Score -1521657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1521658.750000 Penalty: 4687.700684
	Iteration 38Q: 3 clusters Score -1521659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1521659.875000 Penalty: 4687.700684
	Iteration 39Q: 3 clusters Score -1521660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1521656.375000 Penalty: 4687.700684
	Iteration 40F: 3 clusters Score -1521656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -12134.986328 Penalty: 1225.527344
	Iteration 0F: 2 clusters Score -12134.99 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 65 members 
Entering Unmasked Estep 
Score: -11163.477539 Penalty: 2451.054688
	Iteration 0F: 3 clusters Score -11163.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11262.801758 Penalty: 2451.054688
	Iteration 1F: 3 clusters Score -11262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11275.401367 Penalty: 2451.054688
	Iteration 2Q: 3 clusters Score -11275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11285.774414 Penalty: 2451.054688
	Iteration 3Q: 3 clusters Score -11285.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11289.739258 Penalty: 2451.054688
	Iteration 4Q: 3 clusters Score -11289.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11289.739258 Penalty: 2451.054688
	Iteration 5F: 3 clusters Score -11289.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68906.820312 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68906.82 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69182.476562 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69182.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69323.593750 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69323.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69395.781250 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -69395.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69455.609375 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69455.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69544.062500 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69544.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69601.078125 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69601.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69650.898438 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69697.539062 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69697.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69734.968750 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69734.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69749.804688 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69769.546875 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69769.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69783.546875 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69783.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69786.468750 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -69786.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69792.335938 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -69792.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69800.968750 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -69800.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69803.250000 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -69803.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69803.250000 Penalty: 3173.703125
	Iteration 17F: 3 clusters Score -69803.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Entering Unmasked Estep 
Score: -3379427.000000 Penalty: 2507.716797
	Iteration 0F: 2 clusters Score -3379427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3362375.500000 Penalty: 5015.433594
	Iteration 0F: 3 clusters Score -3362376 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3368259.500000 Penalty: 5015.433594
	Iteration 1F: 3 clusters Score -3368260 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3368649.500000 Penalty: 5015.433594
	Iteration 2F: 3 clusters Score -3368650 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3368939.750000 Penalty: 5015.433594
	Iteration 3Q: 3 clusters Score -3368940 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3369193.250000 Penalty: 5015.433594
	Iteration 4Q: 3 clusters Score -3369193 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3369401.000000 Penalty: 5015.433594
	Iteration 5Q: 3 clusters Score -3369401 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3369641.500000 Penalty: 5015.433594
	Iteration 6Q: 3 clusters Score -3369642 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3369883.500000 Penalty: 5015.433594
	Iteration 7Q: 3 clusters Score -3369884 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3370195.500000 Penalty: 5015.433594
	Iteration 8Q: 3 clusters Score -3370196 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3370551.750000 Penalty: 5015.433594
	Iteration 9Q: 3 clusters Score -3370552 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3371021.750000 Penalty: 5015.433594
	Iteration 10Q: 3 clusters Score -3371022 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3371582.000000 Penalty: 5015.433594
	Iteration 11Q: 3 clusters Score -3371582 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3372302.000000 Penalty: 5015.433594
	Iteration 12Q: 3 clusters Score -3372302 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3373120.250000 Penalty: 5015.433594
	Iteration 13Q: 3 clusters Score -3373120 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3374009.750000 Penalty: 5015.433594
	Iteration 14Q: 3 clusters Score -3374010 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3374821.750000 Penalty: 5015.433594
	Iteration 15Q: 3 clusters Score -3374822 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3375503.000000 Penalty: 5015.433594
	Iteration 16Q: 3 clusters Score -3375503 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3376020.500000 Penalty: 5015.433594
	Iteration 17Q: 3 clusters Score -3376020 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3376357.250000 Penalty: 5015.433594
	Iteration 18Q: 3 clusters Score -3376357 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3376614.750000 Penalty: 5015.433594
	Iteration 19Q: 3 clusters Score -3376615 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3376817.000000 Penalty: 5015.433594
	Iteration 20F: 3 clusters Score -3376817 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3376941.500000 Penalty: 5015.433594
	Iteration 21Q: 3 clusters Score -3376942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3377020.250000 Penalty: 5015.433594
	Iteration 22Q: 3 clusters Score -3377020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3377075.750000 Penalty: 5015.433594
	Iteration 23Q: 3 clusters Score -3377076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3377108.000000 Penalty: 5015.433594
	Iteration 24Q: 3 clusters Score -3377108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3377132.250000 Penalty: 5015.433594
	Iteration 25Q: 3 clusters Score -3377132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3377164.250000 Penalty: 5015.433594
	Iteration 26Q: 3 clusters Score -3377164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3377185.500000 Penalty: 5015.433594
	Iteration 27Q: 3 clusters Score -3377186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3377203.500000 Penalty: 5015.433594
	Iteration 28Q: 3 clusters Score -3377204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3377219.000000 Penalty: 5015.433594
	Iteration 29Q: 3 clusters Score -3377219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3377226.500000 Penalty: 5015.433594
	Iteration 30Q: 3 clusters Score -3377226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3377231.000000 Penalty: 5015.433594
	Iteration 31Q: 3 clusters Score -3377231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3377236.500000 Penalty: 5015.433594
	Iteration 32Q: 3 clusters Score -3377236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3377248.500000 Penalty: 5015.433594
	Iteration 33Q: 3 clusters Score -3377248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3377254.250000 Penalty: 5015.433594
	Iteration 34Q: 3 clusters Score -3377254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3377264.000000 Penalty: 5015.433594
	Iteration 35Q: 3 clusters Score -3377264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3377265.250000 Penalty: 5015.433594
	Iteration 36Q: 3 clusters Score -3377265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3377272.250000 Penalty: 5015.433594
	Iteration 37Q: 3 clusters Score -3377272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3377272.250000 Penalty: 5015.433594
	Iteration 38F: 3 clusters Score -3377272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (73910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Entering Unmasked Estep 
Score: -9736784.000000 Penalty: 2780.229736
	Iteration 0F: 2 clusters Score -9736784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -9687143.000000 Penalty: 5560.459473
	Iteration 0F: 3 clusters Score -9687143 nChanged 34631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9706714.000000 Penalty: 5560.459473
	Iteration 1F: 3 clusters Score -9706714 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -9707440.000000 Penalty: 5560.459473
	Iteration 2Q: 3 clusters Score -9707440 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -9708451.000000 Penalty: 5560.459473
	Iteration 3Q: 3 clusters Score -9708451 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -9709726.000000 Penalty: 5560.459473
	Iteration 4Q: 3 clusters Score -9709726 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -9711327.000000 Penalty: 5560.459473
	Iteration 5Q: 3 clusters Score -9711327 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -9713328.000000 Penalty: 5560.459473
	Iteration 6F: 3 clusters Score -9713328 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -9715452.000000 Penalty: 5560.459473
	Iteration 7F: 3 clusters Score -9715452 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -9716971.000000 Penalty: 5560.459473
	Iteration 8F: 3 clusters Score -9716971 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -9718173.000000 Penalty: 5560.459473
	Iteration 9Q: 3 clusters Score -9718173 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -9718936.000000 Penalty: 5560.459473
	Iteration 10Q: 3 clusters Score -9718936 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -9719477.000000 Penalty: 5560.459473
	Iteration 11Q: 3 clusters Score -9719477 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -9719881.000000 Penalty: 5560.459473
	Iteration 12Q: 3 clusters Score -9719881 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -9720415.000000 Penalty: 5560.459473
	Iteration 13Q: 3 clusters Score -9720415 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -9720842.000000 Penalty: 5560.459473
	Iteration 14Q: 3 clusters Score -9720842 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -9721348.000000 Penalty: 5560.459473
	Iteration 15Q: 3 clusters Score -9721348 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -9721942.000000 Penalty: 5560.459473
	Iteration 16Q: 3 clusters Score -9721942 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -9722681.000000 Penalty: 5560.459473
	Iteration 17Q: 3 clusters Score -9722681 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9723449.000000 Penalty: 5560.459473
	Iteration 18Q: 3 clusters Score -9723449 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9724240.000000 Penalty: 5560.459473
	Iteration 19Q: 3 clusters Score -9724240 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -9725071.000000 Penalty: 5560.459473
	Iteration 20F: 3 clusters Score -9725071 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -9725873.000000 Penalty: 5560.459473
	Iteration 21Q: 3 clusters Score -9725873 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -9726652.000000 Penalty: 5560.459473
	Iteration 22Q: 3 clusters Score -9726652 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -9727346.000000 Penalty: 5560.459473
	Iteration 23Q: 3 clusters Score -9727346 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -9728060.000000 Penalty: 5560.459473
	Iteration 24Q: 3 clusters Score -9728060 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -9728725.000000 Penalty: 5560.459473
	Iteration 25Q: 3 clusters Score -9728725 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -9729424.000000 Penalty: 5560.459473
	Iteration 26Q: 3 clusters Score -9729424 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -9730055.000000 Penalty: 5560.459473
	Iteration 27Q: 3 clusters Score -9730055 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -9730650.000000 Penalty: 5560.459473
	Iteration 28Q: 3 clusters Score -9730650 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -9731151.000000 Penalty: 5560.459473
	Iteration 29Q: 3 clusters Score -9731151 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -9731659.000000 Penalty: 5560.459473
	Iteration 30Q: 3 clusters Score -9731659 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -9732107.000000 Penalty: 5560.459473
	Iteration 31Q: 3 clusters Score -9732107 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -9732475.000000 Penalty: 5560.459473
	Iteration 32Q: 3 clusters Score -9732475 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -9732796.000000 Penalty: 5560.459473
	Iteration 33Q: 3 clusters Score -9732796 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9733045.000000 Penalty: 5560.459473
	Iteration 34Q: 3 clusters Score -9733045 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -9733250.000000 Penalty: 5560.459473
	Iteration 35Q: 3 clusters Score -9733250 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -9733442.000000 Penalty: 5560.459473
	Iteration 36Q: 3 clusters Score -9733442 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -9733611.000000 Penalty: 5560.459473
	Iteration 37Q: 3 clusters Score -9733611 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -9733775.000000 Penalty: 5560.459473
	Iteration 38Q: 3 clusters Score -9733775 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -9733910.000000 Penalty: 5560.459473
	Iteration 39Q: 3 clusters Score -9733910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -9734030.000000 Penalty: 5560.459473
	Iteration 40F: 3 clusters Score -9734030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -9734110.000000 Penalty: 5560.459473
	Iteration 41Q: 3 clusters Score -9734110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -9734181.000000 Penalty: 5560.459473
	Iteration 42Q: 3 clusters Score -9734181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -9734232.000000 Penalty: 5560.459473
	Iteration 43Q: 3 clusters Score -9734232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -9734249.000000 Penalty: 5560.459473
	Iteration 44Q: 3 clusters Score -9734249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -9734272.000000 Penalty: 5560.459473
	Iteration 45Q: 3 clusters Score -9734272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -9734277.000000 Penalty: 5560.459473
	Iteration 46Q: 3 clusters Score -9734277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -9734296.000000 Penalty: 5560.459473
	Iteration 47Q: 3 clusters Score -9734296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -9734290.000000 Penalty: 5560.459473
	Iteration 48Q: 3 clusters Score -9734290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -9734291.000000 Penalty: 5560.459473
	Iteration 49Q: 3 clusters Score -9734291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9734287.000000 Penalty: 5560.459473
	Iteration 50Q: 3 clusters Score -9734287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -9734299.000000 Penalty: 5560.459473
	Iteration 51Q: 3 clusters Score -9734299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9734317.000000 Penalty: 5560.459473
	Iteration 52Q: 3 clusters Score -9734317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9734328.000000 Penalty: 5560.459473
	Iteration 53Q: 3 clusters Score -9734328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -9734340.000000 Penalty: 5560.459473
	Iteration 54Q: 3 clusters Score -9734340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -9734330.000000 Penalty: 5560.459473
	Iteration 55Q: 3 clusters Score -9734330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -9734335.000000 Penalty: 5560.459473
	Iteration 56Q: 3 clusters Score -9734335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -9734338.000000 Penalty: 5560.459473
	Iteration 57Q: 3 clusters Score -9734338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9734363.000000 Penalty: 5560.459473
	Iteration 58Q: 3 clusters Score -9734363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9734373.000000 Penalty: 5560.459473
	Iteration 59Q: 3 clusters Score -9734373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -9734393.000000 Penalty: 5560.459473
	Iteration 60F: 3 clusters Score -9734393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9734392.000000 Penalty: 5560.459473
	Iteration 61Q: 3 clusters Score -9734392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -9734409.000000 Penalty: 5560.459473
	Iteration 62Q: 3 clusters Score -9734409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -9734420.000000 Penalty: 5560.459473
	Iteration 63Q: 3 clusters Score -9734420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -9734419.000000 Penalty: 5560.459473
	Iteration 64Q: 3 clusters Score -9734419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -9734424.000000 Penalty: 5560.459473
	Iteration 65Q: 3 clusters Score -9734424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -9734419.000000 Penalty: 5560.459473
	Iteration 66Q: 3 clusters Score -9734419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -9734427.000000 Penalty: 5560.459473
	Iteration 67Q: 3 clusters Score -9734427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -9734439.000000 Penalty: 5560.459473
	Iteration 68Q: 3 clusters Score -9734439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -9734438.000000 Penalty: 5560.459473
	Iteration 69Q: 3 clusters Score -9734438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -9734439.000000 Penalty: 5560.459473
	Iteration 70Q: 3 clusters Score -9734439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -9734438.000000 Penalty: 5560.459473
	Iteration 71Q: 3 clusters Score -9734438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -9734438.000000 Penalty: 5560.459473
	Iteration 72Q: 3 clusters Score -9734438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -9734434.000000 Penalty: 5560.459473
	Iteration 73Q: 3 clusters Score -9734434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -9734439.000000 Penalty: 5560.459473
	Iteration 74Q: 3 clusters Score -9734439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -9734442.000000 Penalty: 5560.459473
	Iteration 75Q: 3 clusters Score -9734442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -9734442.000000 Penalty: 5560.459473
	Iteration 76F: 3 clusters Score -9734442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -58567.687500 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -58567.69 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 246 members 
Entering Unmasked Estep 
Score: -57092.210938 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -57092.21 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57350.191406 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -57350.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57419.789062 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -57419.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57466.734375 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -57466.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57493.437500 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -57493.44 nChanged 8
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: -57527.886719 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -57527.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57545.226562 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -57545.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57560.832031 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -57560.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57594.871094 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -57594.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57611.128906 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -57611.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57629.691406 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -57629.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57631.324219 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -57631.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57637.636719 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -57637.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57646.871094 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -57646.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57646.871094 Penalty: 3073.436279
	Iteration 14F: 3 clusters Score -57646.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -143245.234375 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -143245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -141064.515625 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -141064.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141378.906250 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -141378.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141464.718750 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -141464.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141505.843750 Penalty: 3568.812988
	Iteration 3Q: 3 clusters Score -141505.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141542.156250 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -141542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141565.687500 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -141565.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141585.984375 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -141586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141596.812500 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -141596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141610.218750 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -141610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141617.000000 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -141617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141627.687500 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -141627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141636.156250 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -141636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141652.250000 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -141652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141667.500000 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -141667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141676.656250 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -141676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141686.171875 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -141686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -141696.703125 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -141696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -141703.078125 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -141703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141708.484375 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -141708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -141721.500000 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -141721.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -141730.421875 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -141730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141735.812500 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -141735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -141740.421875 Penalty: 3568.812988
	Iteration 22Q: 3 clusters Score -141740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141743.984375 Penalty: 3568.812988
	Iteration 23Q: 3 clusters Score -141744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141745.453125 Penalty: 3568.812988
	Iteration 24Q: 3 clusters Score -141745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141749.437500 Penalty: 3568.812988
	Iteration 25Q: 3 clusters Score -141749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -141753.984375 Penalty: 3568.812988
	Iteration 26Q: 3 clusters Score -141754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -141763.125000 Penalty: 3568.812988
	Iteration 27Q: 3 clusters Score -141763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -141764.109375 Penalty: 3568.812988
	Iteration 28Q: 3 clusters Score -141764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -141767.109375 Penalty: 3568.812988
	Iteration 29Q: 3 clusters Score -141767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141772.953125 Penalty: 3568.812988
	Iteration 30Q: 3 clusters Score -141773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141777.156250 Penalty: 3568.812988
	Iteration 31Q: 3 clusters Score -141777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141782.484375 Penalty: 3568.812988
	Iteration 32Q: 3 clusters Score -141782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141787.718750 Penalty: 3568.812988
	Iteration 33Q: 3 clusters Score -141787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141789.609375 Penalty: 3568.812988
	Iteration 34Q: 3 clusters Score -141789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141791.062500 Penalty: 3568.812988
	Iteration 35Q: 3 clusters Score -141791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141793.843750 Penalty: 3568.812988
	Iteration 36Q: 3 clusters Score -141793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141800.734375 Penalty: 3568.812988
	Iteration 37Q: 3 clusters Score -141800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141803.703125 Penalty: 3568.812988
	Iteration 38Q: 3 clusters Score -141803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -141804.187500 Penalty: 3568.812988
	Iteration 39Q: 3 clusters Score -141804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -141804.187500 Penalty: 3568.812988
	Iteration 40F: 3 clusters Score -141804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 227 members 
Entering Unmasked Estep 
Score: -50858.363281 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50858.36 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51347.546875 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51347.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51712.164062 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51712.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51913.027344 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -51913.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52149.957031 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -52149.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52365.230469 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52365.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52414.792969 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52414.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52418.722656 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52418.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52420.890625 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -52420.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52420.890625 Penalty: 3078.461670
	Iteration 9F: 3 clusters Score -52420.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 36282 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 19717 members 
Mstep: Class 7 contains 13607 members 
Mstep: Class 8 contains 172007 members 
Mstep: Class 9 contains 43048 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31115 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 20879 members 
Mstep: Class 14 contains 177635 members 
Mstep: Class 15 contains 33221 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168512 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24631 members 
Mstep: Class 24 contains 73910 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 216 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126444584.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126445768.000000 to -126444584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 307 members 
Entering Unmasked Estep 
Score: -68418.570312 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68418.57 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68692.476562 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68692.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68859.515625 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68859.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69016.539062 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -69016.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69134.195312 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -69134.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69189.343750 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69189.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69207.851562 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69207.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69225.710938 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69225.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69254.484375 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -69254.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69285.867188 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -69285.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69336.218750 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -69336.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69384.390625 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -69384.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69444.843750 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -69444.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69556.492188 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -69556.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69591.515625 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -69591.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69614.117188 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -69614.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69626.679688 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -69626.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69640.226562 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -69640.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69644.929688 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -69644.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69653.273438 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -69653.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69658.304688 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -69658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 36282 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 19717 members 
Mstep: Class 7 contains 13607 members 
Mstep: Class 8 contains 172007 members 
Mstep: Class 9 contains 43048 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31115 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 20879 members 
Mstep: Class 14 contains 177635 members 
Mstep: Class 15 contains 33221 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168512 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24631 members 
Mstep: Class 24 contains 73910 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126446392.000000 Penalty: 92212.148438
Iteration 119Q: 28 clusters Score -1.264464e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 36165 members 
Mstep: Class 5 contains 6290 members 
Mstep: Class 6 contains 19701 members 
Mstep: Class 7 contains 13213 members 
Mstep: Class 8 contains 171739 members 
Mstep: Class 9 contains 43054 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 31101 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 20878 members 
Mstep: Class 14 contains 177229 members 
Mstep: Class 15 contains 33040 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168354 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24606 members 
Mstep: Class 24 contains 74103 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126446984.000000 Penalty: 92212.148438
Iteration 120F: 28 clusters Score -1.26447e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 36038 members 
Mstep: Class 5 contains 6344 members 
Mstep: Class 6 contains 19690 members 
Mstep: Class 7 contains 12849 members 
Mstep: Class 8 contains 171484 members 
Mstep: Class 9 contains 43046 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 31083 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 20885 members 
Mstep: Class 14 contains 176854 members 
Mstep: Class 15 contains 32864 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 168138 members 
Mstep: Class 20 contains 12723 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24571 members 
Mstep: Class 24 contains 74270 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1334 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126447280.000000 Penalty: 92212.148438
Iteration 121Q: 28 clusters Score -1.264473e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 35903 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 19669 members 
Mstep: Class 7 contains 12500 members 
Mstep: Class 8 contains 171189 members 
Mstep: Class 9 contains 43043 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 31072 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 20902 members 
Mstep: Class 14 contains 176489 members 
Mstep: Class 15 contains 32714 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 167926 members 
Mstep: Class 20 contains 12722 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24538 members 
Mstep: Class 24 contains 74441 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1334 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126447488.000000 Penalty: 92212.148438
Iteration 122Q: 28 clusters Score -1.264475e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 35784 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 19637 members 
Mstep: Class 7 contains 12123 members 
Mstep: Class 8 contains 170940 members 
Mstep: Class 9 contains 43069 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 31059 members 
Mstep: Class 12 contains 9497 members 
Mstep: Class 13 contains 20899 members 
Mstep: Class 14 contains 176106 members 
Mstep: Class 15 contains 32574 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 167698 members 
Mstep: Class 20 contains 12722 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 74625 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126447744.000000 Penalty: 92212.148438
Iteration 123Q: 28 clusters Score -1.264477e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 35683 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 19624 members 
Mstep: Class 7 contains 11772 members 
Mstep: Class 8 contains 170627 members 
Mstep: Class 9 contains 43070 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 31051 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 20899 members 
Mstep: Class 14 contains 175724 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 167477 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24505 members 
Mstep: Class 24 contains 74819 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448096.000000 Penalty: 92212.148438
Iteration 124Q: 28 clusters Score -1.264481e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 35575 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 19610 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 170399 members 
Mstep: Class 9 contains 43075 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 31042 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 20902 members 
Mstep: Class 14 contains 175362 members 
Mstep: Class 15 contains 32248 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 167237 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24485 members 
Mstep: Class 24 contains 74990 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448304.000000 Penalty: 92212.148438
Iteration 125Q: 28 clusters Score -1.264483e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 113033 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 35441 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 19592 members 
Mstep: Class 7 contains 11116 members 
Mstep: Class 8 contains 170209 members 
Mstep: Class 9 contains 43090 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 31032 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 20885 members 
Mstep: Class 14 contains 175023 members 
Mstep: Class 15 contains 32075 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1834 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 166985 members 
Mstep: Class 20 contains 12725 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24465 members 
Mstep: Class 24 contains 75168 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448368.000000 Penalty: 92212.148438
Iteration 126Q: 28 clusters Score -1.264484e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 35334 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 6 contains 19576 members 
Mstep: Class 7 contains 10795 members 
Mstep: Class 8 contains 169992 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 31021 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 20877 members 
Mstep: Class 14 contains 174714 members 
Mstep: Class 15 contains 31878 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 166703 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24434 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448480.000000 Penalty: 92212.148438
Iteration 127Q: 28 clusters Score -1.264485e+08 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 35254 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 19561 members 
Mstep: Class 7 contains 10509 members 
Mstep: Class 8 contains 169818 members 
Mstep: Class 9 contains 43111 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 31016 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 20863 members 
Mstep: Class 14 contains 174419 members 
Mstep: Class 15 contains 31687 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 166436 members 
Mstep: Class 20 contains 12732 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24401 members 
Mstep: Class 24 contains 75476 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448896.000000 Penalty: 92212.148438
Iteration 128Q: 28 clusters Score -1.264489e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 35191 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 19545 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 169569 members 
Mstep: Class 9 contains 43091 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 31007 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 20855 members 
Mstep: Class 14 contains 174103 members 
Mstep: Class 15 contains 31504 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 166176 members 
Mstep: Class 20 contains 12735 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24386 members 
Mstep: Class 24 contains 75590 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448888.000000 Penalty: 92212.148438
Iteration 129Q: 28 clusters Score -1.264489e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 118086 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 35139 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 19533 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 8 contains 169345 members 
Mstep: Class 9 contains 43046 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 30995 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 20860 members 
Mstep: Class 14 contains 173779 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 165906 members 
Mstep: Class 20 contains 12738 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24368 members 
Mstep: Class 24 contains 75710 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448616.000000 Penalty: 92212.148438
Iteration 130Q: 28 clusters Score -1.264486e+08 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 35061 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 19520 members 
Mstep: Class 7 contains 9623 members 
Mstep: Class 8 contains 169106 members 
Mstep: Class 9 contains 43005 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 30984 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 20874 members 
Mstep: Class 14 contains 173438 members 
Mstep: Class 15 contains 31139 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 165585 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24361 members 
Mstep: Class 24 contains 75831 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448856.000000 Penalty: 92212.148438
Iteration 131Q: 28 clusters Score -1.264489e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 120792 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 34997 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 19511 members 
Mstep: Class 7 contains 9349 members 
Mstep: Class 8 contains 168853 members 
Mstep: Class 9 contains 42971 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 30969 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 20875 members 
Mstep: Class 14 contains 173062 members 
Mstep: Class 15 contains 30946 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 165308 members 
Mstep: Class 20 contains 12745 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24363 members 
Mstep: Class 24 contains 75908 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448800.000000 Penalty: 92212.148438
Iteration 132Q: 28 clusters Score -1.264488e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 122158 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 19502 members 
Mstep: Class 7 contains 9086 members 
Mstep: Class 8 contains 168548 members 
Mstep: Class 9 contains 42938 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 30971 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 20870 members 
Mstep: Class 14 contains 172696 members 
Mstep: Class 15 contains 30764 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 165062 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24351 members 
Mstep: Class 24 contains 76009 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449056.000000 Penalty: 92212.148438
Iteration 133Q: 28 clusters Score -1.264491e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 34849 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 19487 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 168297 members 
Mstep: Class 9 contains 42913 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 30974 members 
Mstep: Class 12 contains 9524 members 
Mstep: Class 13 contains 20890 members 
Mstep: Class 14 contains 172284 members 
Mstep: Class 15 contains 30588 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 164784 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24349 members 
Mstep: Class 24 contains 76097 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448912.000000 Penalty: 92212.148438
Iteration 134Q: 28 clusters Score -1.264489e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 34776 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 19477 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 168011 members 
Mstep: Class 9 contains 42873 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 30969 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 20916 members 
Mstep: Class 14 contains 171865 members 
Mstep: Class 15 contains 30404 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 164537 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24334 members 
Mstep: Class 24 contains 76173 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126448848.000000 Penalty: 92212.148438
Iteration 135Q: 28 clusters Score -1.264488e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 34709 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 19458 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 167714 members 
Mstep: Class 9 contains 42828 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 30965 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 20932 members 
Mstep: Class 14 contains 171445 members 
Mstep: Class 15 contains 30204 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 164312 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24331 members 
Mstep: Class 24 contains 76269 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449264.000000 Penalty: 92212.148438
Iteration 136Q: 28 clusters Score -1.264493e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 34661 members 
Mstep: Class 5 contains 6865 members 
Mstep: Class 6 contains 19438 members 
Mstep: Class 7 contains 8191 members 
Mstep: Class 8 contains 167499 members 
Mstep: Class 9 contains 42788 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 30963 members 
Mstep: Class 12 contains 9533 members 
Mstep: Class 13 contains 20925 members 
Mstep: Class 14 contains 171019 members 
Mstep: Class 15 contains 29958 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 164104 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24330 members 
Mstep: Class 24 contains 76370 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449472.000000 Penalty: 92212.148438
Iteration 137Q: 28 clusters Score -1.264495e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 34601 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 19427 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 167242 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 30970 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 20920 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 29713 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1826 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 163886 members 
Mstep: Class 20 contains 12759 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24319 members 
Mstep: Class 24 contains 76450 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449672.000000 Penalty: 92212.148438
Iteration 138Q: 28 clusters Score -1.264497e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 129911 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 34544 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 19413 members 
Mstep: Class 7 contains 7816 members 
Mstep: Class 8 contains 166962 members 
Mstep: Class 9 contains 42723 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 30976 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 170418 members 
Mstep: Class 15 contains 29478 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 163688 members 
Mstep: Class 20 contains 12762 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24307 members 
Mstep: Class 24 contains 76529 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450040.000000 Penalty: 92212.148438
Iteration 139Q: 28 clusters Score -1.2645e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 131010 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 34473 members 
Mstep: Class 5 contains 6939 members 
Mstep: Class 6 contains 19402 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 166714 members 
Mstep: Class 9 contains 42701 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 30972 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 20970 members 
Mstep: Class 14 contains 170181 members 
Mstep: Class 15 contains 29236 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 163487 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24308 members 
Mstep: Class 24 contains 76620 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449960.000000 Penalty: 92212.148438
Iteration 140F: 28 clusters Score -1.2645e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 34427 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 19388 members 
Mstep: Class 7 contains 7418 members 
Mstep: Class 8 contains 166499 members 
Mstep: Class 9 contains 42697 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 30966 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 20986 members 
Mstep: Class 14 contains 169938 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 163278 members 
Mstep: Class 20 contains 12768 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24306 members 
Mstep: Class 24 contains 76680 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1337 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450216.000000 Penalty: 92212.148438
Iteration 141Q: 28 clusters Score -1.264502e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 133107 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 34391 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 19379 members 
Mstep: Class 7 contains 7260 members 
Mstep: Class 8 contains 166309 members 
Mstep: Class 9 contains 42691 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 30963 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 21026 members 
Mstep: Class 14 contains 169639 members 
Mstep: Class 15 contains 28765 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 163074 members 
Mstep: Class 20 contains 12765 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24311 members 
Mstep: Class 24 contains 76731 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450456.000000 Penalty: 92212.148438
Iteration 142Q: 28 clusters Score -1.264505e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 34363 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 19347 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 166087 members 
Mstep: Class 9 contains 42684 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 30963 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 21072 members 
Mstep: Class 14 contains 169316 members 
Mstep: Class 15 contains 28557 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162879 members 
Mstep: Class 20 contains 12767 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24329 members 
Mstep: Class 24 contains 76775 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450664.000000 Penalty: 92212.148438
Iteration 143Q: 28 clusters Score -1.264507e+08 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 135172 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 34327 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 19329 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 8 contains 165839 members 
Mstep: Class 9 contains 42671 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 30955 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 21103 members 
Mstep: Class 14 contains 169013 members 
Mstep: Class 15 contains 28329 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162731 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24353 members 
Mstep: Class 24 contains 76833 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450352.000000 Penalty: 92212.148438
Iteration 144Q: 28 clusters Score -1.264504e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 34312 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 6 contains 19316 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 165642 members 
Mstep: Class 9 contains 42660 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 30953 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 21140 members 
Mstep: Class 14 contains 168831 members 
Mstep: Class 15 contains 28101 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162584 members 
Mstep: Class 20 contains 12774 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24378 members 
Mstep: Class 24 contains 76865 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450288.000000 Penalty: 92212.148438
Iteration 145Q: 28 clusters Score -1.264503e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 34287 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 165442 members 
Mstep: Class 9 contains 42655 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 30954 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 21181 members 
Mstep: Class 14 contains 168670 members 
Mstep: Class 15 contains 27858 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162462 members 
Mstep: Class 20 contains 12775 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24413 members 
Mstep: Class 24 contains 76881 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450320.000000 Penalty: 92212.148438
Iteration 146Q: 28 clusters Score -1.264503e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 34259 members 
Mstep: Class 5 contains 7075 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 165291 members 
Mstep: Class 9 contains 42643 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 30962 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 21224 members 
Mstep: Class 14 contains 168434 members 
Mstep: Class 15 contains 27626 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1811 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162405 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24455 members 
Mstep: Class 24 contains 76899 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450400.000000 Penalty: 92212.148438
Iteration 147Q: 28 clusters Score -1.264504e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 34240 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 19255 members 
Mstep: Class 7 contains 6395 members 
Mstep: Class 8 contains 165136 members 
Mstep: Class 9 contains 42640 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 30960 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 168201 members 
Mstep: Class 15 contains 27421 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162327 members 
Mstep: Class 20 contains 12780 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24497 members 
Mstep: Class 24 contains 76910 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450120.000000 Penalty: 92212.148438
Iteration 148Q: 28 clusters Score -1.264501e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 34210 members 
Mstep: Class 5 contains 7094 members 
Mstep: Class 6 contains 19234 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 164890 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 30963 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 21298 members 
Mstep: Class 14 contains 168020 members 
Mstep: Class 15 contains 27214 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162286 members 
Mstep: Class 20 contains 12782 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24547 members 
Mstep: Class 24 contains 76922 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449832.000000 Penalty: 92212.148438
Iteration 149Q: 28 clusters Score -1.264498e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 34195 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 19208 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 164599 members 
Mstep: Class 9 contains 42621 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 30966 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 21344 members 
Mstep: Class 14 contains 167827 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162300 members 
Mstep: Class 20 contains 12782 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24592 members 
Mstep: Class 24 contains 76916 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449816.000000 Penalty: 92212.148438
Iteration 150Q: 28 clusters Score -1.264498e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 34180 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 19188 members 
Mstep: Class 7 contains 6078 members 
Mstep: Class 8 contains 164346 members 
Mstep: Class 9 contains 42607 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 30964 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 167670 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162346 members 
Mstep: Class 20 contains 12782 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24618 members 
Mstep: Class 24 contains 76881 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450016.000000 Penalty: 92212.148438
Iteration 151Q: 28 clusters Score -1.2645e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 34159 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 19179 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 8 contains 164116 members 
Mstep: Class 9 contains 42596 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 30965 members 
Mstep: Class 12 contains 9508 members 
Mstep: Class 13 contains 21422 members 
Mstep: Class 14 contains 167515 members 
Mstep: Class 15 contains 26699 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162384 members 
Mstep: Class 20 contains 12783 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24640 members 
Mstep: Class 24 contains 76846 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449872.000000 Penalty: 92212.148438
Iteration 152Q: 28 clusters Score -1.264499e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 34136 members 
Mstep: Class 5 contains 7151 members 
Mstep: Class 6 contains 19171 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 163851 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 30972 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 21444 members 
Mstep: Class 14 contains 167368 members 
Mstep: Class 15 contains 26585 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162437 members 
Mstep: Class 20 contains 12785 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24650 members 
Mstep: Class 24 contains 76785 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449696.000000 Penalty: 92212.148438
Iteration 153Q: 28 clusters Score -1.264497e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 142202 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 34111 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 19165 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 163597 members 
Mstep: Class 9 contains 42583 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 30971 members 
Mstep: Class 12 contains 9497 members 
Mstep: Class 13 contains 21464 members 
Mstep: Class 14 contains 167222 members 
Mstep: Class 15 contains 26474 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162505 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24681 members 
Mstep: Class 24 contains 76731 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449728.000000 Penalty: 92212.148438
Iteration 154Q: 28 clusters Score -1.264497e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 34086 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 19152 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 163320 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 30975 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 21499 members 
Mstep: Class 14 contains 167140 members 
Mstep: Class 15 contains 26360 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162562 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24712 members 
Mstep: Class 24 contains 76706 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450064.000000 Penalty: 92212.148438
Iteration 155Q: 28 clusters Score -1.264501e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 143211 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 34085 members 
Mstep: Class 5 contains 7180 members 
Mstep: Class 6 contains 19148 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 163071 members 
Mstep: Class 9 contains 42583 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 30978 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 21542 members 
Mstep: Class 14 contains 167008 members 
Mstep: Class 15 contains 26256 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162581 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24746 members 
Mstep: Class 24 contains 76681 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450040.000000 Penalty: 92212.148438
Iteration 156Q: 28 clusters Score -1.2645e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 143698 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 34072 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 19140 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 162829 members 
Mstep: Class 9 contains 42606 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 30976 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 21590 members 
Mstep: Class 14 contains 166893 members 
Mstep: Class 15 contains 26149 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162573 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24779 members 
Mstep: Class 24 contains 76655 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450168.000000 Penalty: 92212.148438
Iteration 157Q: 28 clusters Score -1.264502e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 34068 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 19126 members 
Mstep: Class 7 contains 5354 members 
Mstep: Class 8 contains 162571 members 
Mstep: Class 9 contains 42627 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 30985 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 21642 members 
Mstep: Class 14 contains 166805 members 
Mstep: Class 15 contains 26059 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162584 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24804 members 
Mstep: Class 24 contains 76627 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449936.000000 Penalty: 92212.148438
Iteration 158Q: 28 clusters Score -1.264499e+08 nChanged 2293
Entering ConstructFrom: 
Score: -126449936.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (144577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Entering Unmasked Estep 
Score: -19547776.000000 Penalty: 2946.628906
	Iteration 0F: 2 clusters Score -1.954778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -19452880.000000 Penalty: 5893.257812
	Iteration 0F: 3 clusters Score -1.945288e+07 nChanged 68926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -19492964.000000 Penalty: 5893.257812
	Iteration 1F: 3 clusters Score -1.949296e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -19494576.000000 Penalty: 5893.257812
	Iteration 2Q: 3 clusters Score -1.949458e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -19497416.000000 Penalty: 5893.257812
	Iteration 3Q: 3 clusters Score -1.949742e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -19501318.000000 Penalty: 5893.257812
	Iteration 4Q: 3 clusters Score -1.950132e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -19506502.000000 Penalty: 5893.257812
	Iteration 5F: 3 clusters Score -1.95065e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -19512978.000000 Penalty: 5893.257812
	Iteration 6F: 3 clusters Score -1.951298e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -19519514.000000 Penalty: 5893.257812
	Iteration 7F: 3 clusters Score -1.951951e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -19525082.000000 Penalty: 5893.257812
	Iteration 8F: 3 clusters Score -1.952508e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -19529130.000000 Penalty: 5893.257812
	Iteration 9F: 3 clusters Score -1.952913e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -19531478.000000 Penalty: 5893.257812
	Iteration 10Q: 3 clusters Score -1.953148e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -19532514.000000 Penalty: 5893.257812
	Iteration 11Q: 3 clusters Score -1.953251e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -19533010.000000 Penalty: 5893.257812
	Iteration 12Q: 3 clusters Score -1.953301e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -19533382.000000 Penalty: 5893.257812
	Iteration 13Q: 3 clusters Score -1.953338e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -19533574.000000 Penalty: 5893.257812
	Iteration 14Q: 3 clusters Score -1.953357e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -19533802.000000 Penalty: 5893.257812
	Iteration 15Q: 3 clusters Score -1.95338e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -19534066.000000 Penalty: 5893.257812
	Iteration 16Q: 3 clusters Score -1.953407e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -19534222.000000 Penalty: 5893.257812
	Iteration 17Q: 3 clusters Score -1.953422e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -19534366.000000 Penalty: 5893.257812
	Iteration 18Q: 3 clusters Score -1.953437e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -19534648.000000 Penalty: 5893.257812
	Iteration 19Q: 3 clusters Score -1.953465e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -19534782.000000 Penalty: 5893.257812
	Iteration 20F: 3 clusters Score -1.953478e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -19534948.000000 Penalty: 5893.257812
	Iteration 21Q: 3 clusters Score -1.953495e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -19535134.000000 Penalty: 5893.257812
	Iteration 22Q: 3 clusters Score -1.953513e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -19535334.000000 Penalty: 5893.257812
	Iteration 23Q: 3 clusters Score -1.953533e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -19535360.000000 Penalty: 5893.257812
	Iteration 24Q: 3 clusters Score -1.953536e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -19535448.000000 Penalty: 5893.257812
	Iteration 25Q: 3 clusters Score -1.953545e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -19535530.000000 Penalty: 5893.257812
	Iteration 26Q: 3 clusters Score -1.953553e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -19535542.000000 Penalty: 5893.257812
	Iteration 27Q: 3 clusters Score -1.953554e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -19535650.000000 Penalty: 5893.257812
	Iteration 28Q: 3 clusters Score -1.953565e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -19535742.000000 Penalty: 5893.257812
	Iteration 29Q: 3 clusters Score -1.953574e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -19535760.000000 Penalty: 5893.257812
	Iteration 30Q: 3 clusters Score -1.953576e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -19535838.000000 Penalty: 5893.257812
	Iteration 31Q: 3 clusters Score -1.953584e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -19535902.000000 Penalty: 5893.257812
	Iteration 32Q: 3 clusters Score -1.95359e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -19535958.000000 Penalty: 5893.257812
	Iteration 33Q: 3 clusters Score -1.953596e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -19535978.000000 Penalty: 5893.257812
	Iteration 34Q: 3 clusters Score -1.953598e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -19536000.000000 Penalty: 5893.257812
	Iteration 35Q: 3 clusters Score -1.9536e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -19536070.000000 Penalty: 5893.257812
	Iteration 36Q: 3 clusters Score -1.953607e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -19536058.000000 Penalty: 5893.257812
	Iteration 37Q: 3 clusters Score -1.953606e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -19536156.000000 Penalty: 5893.257812
	Iteration 38Q: 3 clusters Score -1.953616e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -19536164.000000 Penalty: 5893.257812
	Iteration 39Q: 3 clusters Score -1.953616e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -19536254.000000 Penalty: 5893.257812
	Iteration 40F: 3 clusters Score -1.953625e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -19536328.000000 Penalty: 5893.257812
	Iteration 41Q: 3 clusters Score -1.953633e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -19536364.000000 Penalty: 5893.257812
	Iteration 42Q: 3 clusters Score -1.953636e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -19536424.000000 Penalty: 5893.257812
	Iteration 43Q: 3 clusters Score -1.953642e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -19536562.000000 Penalty: 5893.257812
	Iteration 44Q: 3 clusters Score -1.953656e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -19536684.000000 Penalty: 5893.257812
	Iteration 45Q: 3 clusters Score -1.953668e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -19536798.000000 Penalty: 5893.257812
	Iteration 46Q: 3 clusters Score -1.95368e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -19536866.000000 Penalty: 5893.257812
	Iteration 47Q: 3 clusters Score -1.953687e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -19536970.000000 Penalty: 5893.257812
	Iteration 48Q: 3 clusters Score -1.953697e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -19537030.000000 Penalty: 5893.257812
	Iteration 49Q: 3 clusters Score -1.953703e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -19537100.000000 Penalty: 5893.257812
	Iteration 50Q: 3 clusters Score -1.95371e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -19537186.000000 Penalty: 5893.257812
	Iteration 51Q: 3 clusters Score -1.953719e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -19537298.000000 Penalty: 5893.257812
	Iteration 52Q: 3 clusters Score -1.95373e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -19537458.000000 Penalty: 5893.257812
	Iteration 53Q: 3 clusters Score -1.953746e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -19537576.000000 Penalty: 5893.257812
	Iteration 54Q: 3 clusters Score -1.953758e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -19537722.000000 Penalty: 5893.257812
	Iteration 55Q: 3 clusters Score -1.953772e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -19537864.000000 Penalty: 5893.257812
	Iteration 56Q: 3 clusters Score -1.953786e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -19538080.000000 Penalty: 5893.257812
	Iteration 57Q: 3 clusters Score -1.953808e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -19538228.000000 Penalty: 5893.257812
	Iteration 58Q: 3 clusters Score -1.953823e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -19538318.000000 Penalty: 5893.257812
	Iteration 59Q: 3 clusters Score -1.953832e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -19538548.000000 Penalty: 5893.257812
	Iteration 60F: 3 clusters Score -1.953855e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -19538784.000000 Penalty: 5893.257812
	Iteration 61Q: 3 clusters Score -1.953878e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.953895e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -19539230.000000 Penalty: 5893.257812
	Iteration 63Q: 3 clusters Score -1.953923e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -19539506.000000 Penalty: 5893.257812
	Iteration 64Q: 3 clusters Score -1.953951e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -19539752.000000 Penalty: 5893.257812
	Iteration 65Q: 3 clusters Score -1.953975e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -19540040.000000 Penalty: 5893.257812
	Iteration 66Q: 3 clusters Score -1.954004e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -19540302.000000 Penalty: 5893.257812
	Iteration 67Q: 3 clusters Score -1.95403e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -19540602.000000 Penalty: 5893.257812
	Iteration 68Q: 3 clusters Score -1.95406e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -19540892.000000 Penalty: 5893.257812
	Iteration 69Q: 3 clusters Score -1.954089e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -19541160.000000 Penalty: 5893.257812
	Iteration 70Q: 3 clusters Score -1.954116e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -19541544.000000 Penalty: 5893.257812
	Iteration 71Q: 3 clusters Score -1.954154e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -19541878.000000 Penalty: 5893.257812
	Iteration 72Q: 3 clusters Score -1.954188e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -19542064.000000 Penalty: 5893.257812
	Iteration 73Q: 3 clusters Score -1.954206e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -19542342.000000 Penalty: 5893.257812
	Iteration 74Q: 3 clusters Score -1.954234e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -19542620.000000 Penalty: 5893.257812
	Iteration 75Q: 3 clusters Score -1.954262e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -19542938.000000 Penalty: 5893.257812
	Iteration 76Q: 3 clusters Score -1.954294e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -19543156.000000 Penalty: 5893.257812
	Iteration 77Q: 3 clusters Score -1.954316e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.954357e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -19543752.000000 Penalty: 5893.257812
	Iteration 79Q: 3 clusters Score -1.954375e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -19544100.000000 Penalty: 5893.257812
	Iteration 80F: 3 clusters Score -1.95441e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -19544490.000000 Penalty: 5893.257812
	Iteration 81Q: 3 clusters Score -1.954449e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -19544674.000000 Penalty: 5893.257812
	Iteration 82Q: 3 clusters Score -1.954467e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -19544894.000000 Penalty: 5893.257812
	Iteration 83Q: 3 clusters Score -1.954489e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.954505e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117440 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -19545276.000000 Penalty: 5893.257812
	Iteration 85Q: 3 clusters Score -1.954528e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118855 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -19545436.000000 Penalty: 5893.257812
	Iteration 86Q: 3 clusters Score -1.954544e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.954551e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -19545738.000000 Penalty: 5893.257812
	Iteration 88Q: 3 clusters Score -1.954574e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122575 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -19545828.000000 Penalty: 5893.257812
	Iteration 89Q: 3 clusters Score -1.954583e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -19545834.000000 Penalty: 5893.257812
	Iteration 90Q: 3 clusters Score -1.954583e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -19545918.000000 Penalty: 5893.257812
	Iteration 91Q: 3 clusters Score -1.954592e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -19546132.000000 Penalty: 5893.257812
	Iteration 92Q: 3 clusters Score -1.954613e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -19546260.000000 Penalty: 5893.257812
	Iteration 93Q: 3 clusters Score -1.954626e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127299 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -19546246.000000 Penalty: 5893.257812
	Iteration 94Q: 3 clusters Score -1.954625e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -19546308.000000 Penalty: 5893.257812
	Iteration 95Q: 3 clusters Score -1.954631e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -19546312.000000 Penalty: 5893.257812
	Iteration 96Q: 3 clusters Score -1.954631e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -19546360.000000 Penalty: 5893.257812
	Iteration 97Q: 3 clusters Score -1.954636e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130331 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -19546384.000000 Penalty: 5893.257812
	Iteration 98Q: 3 clusters Score -1.954638e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -19546362.000000 Penalty: 5893.257812
	Iteration 99Q: 3 clusters Score -1.954636e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131553 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -19546386.000000 Penalty: 5893.257812
	Iteration 100F: 3 clusters Score -1.954639e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -19546386.000000 Penalty: 5893.257812
	Iteration 101Q: 3 clusters Score -1.954639e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -19546418.000000 Penalty: 5893.257812
	Iteration 102Q: 3 clusters Score -1.954642e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -19546492.000000 Penalty: 5893.257812
	Iteration 103Q: 3 clusters Score -1.954649e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133347 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -19546470.000000 Penalty: 5893.257812
	Iteration 104Q: 3 clusters Score -1.954647e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133675 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -19546474.000000 Penalty: 5893.257812
	Iteration 105Q: 3 clusters Score -1.954647e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -19546482.000000 Penalty: 5893.257812
	Iteration 106Q: 3 clusters Score -1.954648e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134351 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -19546530.000000 Penalty: 5893.257812
	Iteration 107Q: 3 clusters Score -1.954653e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -19546568.000000 Penalty: 5893.257812
	Iteration 108Q: 3 clusters Score -1.954657e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134945 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -19546584.000000 Penalty: 5893.257812
	Iteration 109Q: 3 clusters Score -1.954658e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135212 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.954657e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135499 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.954657e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.954657e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -19546628.000000 Penalty: 5893.257812
	Iteration 113Q: 3 clusters Score -1.954663e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.954666e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136395 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -19546616.000000 Penalty: 5893.257812
	Iteration 115Q: 3 clusters Score -1.954662e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136558 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -19546588.000000 Penalty: 5893.257812
	Iteration 116Q: 3 clusters Score -1.954659e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -19546544.000000 Penalty: 5893.257812
	Iteration 117Q: 3 clusters Score -1.954654e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.954656e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -19546548.000000 Penalty: 5893.257812
	Iteration 119Q: 3 clusters Score -1.954655e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -19546526.000000 Penalty: 5893.257812
	Iteration 120F: 3 clusters Score -1.954653e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137199 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.954655e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137287 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -19546558.000000 Penalty: 5893.257812
	Iteration 122Q: 3 clusters Score -1.954656e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -19546574.000000 Penalty: 5893.257812
	Iteration 123Q: 3 clusters Score -1.954657e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.954657e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -19546576.000000 Penalty: 5893.257812
	Iteration 125Q: 3 clusters Score -1.954658e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.954658e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137822 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -19546600.000000 Penalty: 5893.257812
	Iteration 127Q: 3 clusters Score -1.95466e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137921 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.954655e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.954657e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -19546580.000000 Penalty: 5893.257812
	Iteration 130Q: 3 clusters Score -1.954658e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.954658e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138345 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -19546588.000000 Penalty: 5893.257812
	Iteration 132Q: 3 clusters Score -1.954659e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138429 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -19546582.000000 Penalty: 5893.257812
	Iteration 133Q: 3 clusters Score -1.954658e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.954659e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138581 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.954656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138644 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.954659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.954657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138777 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.954655e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138840 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.954656e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -19546538.000000 Penalty: 5893.257812
	Iteration 140F: 3 clusters Score -1.954654e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138954 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -19546540.000000 Penalty: 5893.257812
	Iteration 141Q: 3 clusters Score -1.954654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -19546526.000000 Penalty: 5893.257812
	Iteration 142Q: 3 clusters Score -1.954653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.954654e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -19546546.000000 Penalty: 5893.257812
	Iteration 144Q: 3 clusters Score -1.954655e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.954653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139183 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -19546516.000000 Penalty: 5893.257812
	Iteration 146Q: 3 clusters Score -1.954652e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.954655e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139262 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -19546556.000000 Penalty: 5893.257812
	Iteration 148Q: 3 clusters Score -1.954656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139304 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -19546544.000000 Penalty: 5893.257812
	Iteration 149Q: 3 clusters Score -1.954654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139333 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -19546516.000000 Penalty: 5893.257812
	Iteration 150Q: 3 clusters Score -1.954652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -19546532.000000 Penalty: 5893.257812
	Iteration 151Q: 3 clusters Score -1.954653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139393 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -19546526.000000 Penalty: 5893.257812
	Iteration 152Q: 3 clusters Score -1.954653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139408 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -19546548.000000 Penalty: 5893.257812
	Iteration 153Q: 3 clusters Score -1.954655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139425 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -19546520.000000 Penalty: 5893.257812
	Iteration 154Q: 3 clusters Score -1.954652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -19546516.000000 Penalty: 5893.257812
	Iteration 155Q: 3 clusters Score -1.954652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -19546528.000000 Penalty: 5893.257812
	Iteration 156Q: 3 clusters Score -1.954653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139479 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -19546492.000000 Penalty: 5893.257812
	Iteration 157Q: 3 clusters Score -1.954649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139498 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -19546492.000000 Penalty: 5893.257812
	Iteration 158Q: 3 clusters Score -1.954649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -19546490.000000 Penalty: 5893.257812
	Iteration 159Q: 3 clusters Score -1.954649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -19546488.000000 Penalty: 5893.257812
	Iteration 160F: 3 clusters Score -1.954649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139543 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -19546472.000000 Penalty: 5893.257812
	Iteration 161Q: 3 clusters Score -1.954647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -19546464.000000 Penalty: 5893.257812
	Iteration 162Q: 3 clusters Score -1.954646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -19546470.000000 Penalty: 5893.257812
	Iteration 163Q: 3 clusters Score -1.954647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139599 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -19546458.000000 Penalty: 5893.257812
	Iteration 164Q: 3 clusters Score -1.954646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139615 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -19546474.000000 Penalty: 5893.257812
	Iteration 165Q: 3 clusters Score -1.954647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139626 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -19546482.000000 Penalty: 5893.257812
	Iteration 166Q: 3 clusters Score -1.954648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139632 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -19546488.000000 Penalty: 5893.257812
	Iteration 167Q: 3 clusters Score -1.954649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -19546490.000000 Penalty: 5893.257812
	Iteration 168Q: 3 clusters Score -1.954649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139640 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -19546496.000000 Penalty: 5893.257812
	Iteration 169Q: 3 clusters Score -1.95465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139642 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -19546490.000000 Penalty: 5893.257812
	Iteration 170Q: 3 clusters Score -1.954649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139643 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -19546492.000000 Penalty: 5893.257812
	Iteration 171Q: 3 clusters Score -1.954649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -19546484.000000 Penalty: 5893.257812
	Iteration 172Q: 3 clusters Score -1.954648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139645 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -19546496.000000 Penalty: 5893.257812
	Iteration 173Q: 3 clusters Score -1.95465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -19546508.000000 Penalty: 5893.257812
	Iteration 174Q: 3 clusters Score -1.954651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -19546508.000000 Penalty: 5893.257812
	Iteration 175F: 3 clusters Score -1.954651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -330331.781250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -330331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -327405.750000 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -327405.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -327932.218750 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -327932.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -328070.031250 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -328070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -328136.593750 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -328136.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -328184.937500 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -328184.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -328217.718750 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -328217.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -328240.968750 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -328241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -328257.500000 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -328257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -328271.875000 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -328271.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -328284.843750 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -328284.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -328291.062500 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -328291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -328300.312500 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -328300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -328308.125000 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -328308.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -328314.718750 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -328314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -328319.937500 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -328319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -328323.312500 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -328323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -328328.531250 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -328328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -328331.468750 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -328331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -328335.000000 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -328335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -328338.250000 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -328338.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -328343.968750 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -328344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -328347.187500 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -328347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -328348.406250 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -328348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -328348.750000 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -328348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -328348.750000 Penalty: 3872.121338
	Iteration 24F: 3 clusters Score -328348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Entering Unmasked Estep 
Score: -4663213.500000 Penalty: 2588.090576
	Iteration 0F: 2 clusters Score -4663214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4640032.500000 Penalty: 5176.181152
	Iteration 0F: 3 clusters Score -4640032 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4648390.500000 Penalty: 5176.181152
	Iteration 1F: 3 clusters Score -4648390 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -4648789.500000 Penalty: 5176.181152
	Iteration 2Q: 3 clusters Score -4648790 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4649101.500000 Penalty: 5176.181152
	Iteration 3Q: 3 clusters Score -4649102 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4649381.500000 Penalty: 5176.181152
	Iteration 4Q: 3 clusters Score -4649382 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4649632.500000 Penalty: 5176.181152
	Iteration 5Q: 3 clusters Score -4649632 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4649866.500000 Penalty: 5176.181152
	Iteration 6Q: 3 clusters Score -4649866 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4650165.500000 Penalty: 5176.181152
	Iteration 7Q: 3 clusters Score -4650166 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4650554.000000 Penalty: 5176.181152
	Iteration 8Q: 3 clusters Score -4650554 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4651119.500000 Penalty: 5176.181152
	Iteration 9Q: 3 clusters Score -4651120 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -4651995.500000 Penalty: 5176.181152
	Iteration 10Q: 3 clusters Score -4651996 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4653335.000000 Penalty: 5176.181152
	Iteration 11F: 3 clusters Score -4653335 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4655274.000000 Penalty: 5176.181152
	Iteration 12F: 3 clusters Score -4655274 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4657349.500000 Penalty: 5176.181152
	Iteration 13F: 3 clusters Score -4657350 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4659114.000000 Penalty: 5176.181152
	Iteration 14F: 3 clusters Score -4659114 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4660131.000000 Penalty: 5176.181152
	Iteration 15Q: 3 clusters Score -4660131 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4660552.000000 Penalty: 5176.181152
	Iteration 16Q: 3 clusters Score -4660552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4660724.000000 Penalty: 5176.181152
	Iteration 17Q: 3 clusters Score -4660724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4660824.500000 Penalty: 5176.181152
	Iteration 18Q: 3 clusters Score -4660824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4660885.000000 Penalty: 5176.181152
	Iteration 19Q: 3 clusters Score -4660885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4660905.500000 Penalty: 5176.181152
	Iteration 20F: 3 clusters Score -4660906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4660917.500000 Penalty: 5176.181152
	Iteration 21Q: 3 clusters Score -4660918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4660922.500000 Penalty: 5176.181152
	Iteration 22Q: 3 clusters Score -4660922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4660930.000000 Penalty: 5176.181152
	Iteration 23Q: 3 clusters Score -4660930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4660935.000000 Penalty: 5176.181152
	Iteration 24Q: 3 clusters Score -4660935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4660938.000000 Penalty: 5176.181152
	Iteration 25Q: 3 clusters Score -4660938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4660940.000000 Penalty: 5176.181152
	Iteration 26Q: 3 clusters Score -4660940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4660943.000000 Penalty: 5176.181152
	Iteration 27Q: 3 clusters Score -4660943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4660943.000000 Penalty: 5176.181152
	Iteration 28F: 3 clusters Score -4660943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -928427.937500 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -928427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -922473.250000 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -922473.2 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -924212.000000 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -924212 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -924674.000000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -924674 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -925139.875000 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -925139.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -925465.875000 Penalty: 4405.941895
	Iteration 4F: 3 clusters Score -925465.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -925741.000000 Penalty: 4405.941895
	Iteration 5F: 3 clusters Score -925741 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -925997.062500 Penalty: 4405.941895
	Iteration 6F: 3 clusters Score -925997.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -926249.125000 Penalty: 4405.941895
	Iteration 7F: 3 clusters Score -926249.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -926472.500000 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -926472.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -926663.125000 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -926663.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -926797.500000 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -926797.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -926896.250000 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -926896.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -926950.375000 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -926950.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -927007.562500 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -927007.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -927047.937500 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -927047.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -927080.937500 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -927080.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -927104.437500 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -927104.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -927130.875000 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -927130.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -927166.875000 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -927166.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -927197.437500 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -927197.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -927224.312500 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -927224.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -927242.625000 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -927242.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -927262.562500 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -927262.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -927285.750000 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -927285.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -927308.625000 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -927308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -927325.000000 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -927325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -927334.125000 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -927334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -927337.750000 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -927337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -927342.937500 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -927342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -927343.187500 Penalty: 4405.941895
	Iteration 29Q: 3 clusters Score -927343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -927345.437500 Penalty: 4405.941895
	Iteration 30Q: 3 clusters Score -927345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -927346.812500 Penalty: 4405.941895
	Iteration 31Q: 3 clusters Score -927346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -927346.937500 Penalty: 4405.941895
	Iteration 32Q: 3 clusters Score -927346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -927351.562500 Penalty: 4405.941895
	Iteration 33Q: 3 clusters Score -927351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -927351.062500 Penalty: 4405.941895
	Iteration 34Q: 3 clusters Score -927351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -927351.375000 Penalty: 4405.941895
	Iteration 35Q: 3 clusters Score -927351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -927351.375000 Penalty: 4405.941895
	Iteration 36F: 3 clusters Score -927351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2473037.250000 Penalty: 2444.827637
	Iteration 0F: 2 clusters Score -2473037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2459542.500000 Penalty: 4889.655273
	Iteration 0F: 3 clusters Score -2459542 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2464021.500000 Penalty: 4889.655273
	Iteration 1F: 3 clusters Score -2464022 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2464519.000000 Penalty: 4889.655273
	Iteration 2F: 3 clusters Score -2464519 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2465024.250000 Penalty: 4889.655273
	Iteration 3F: 3 clusters Score -2465024 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2465494.500000 Penalty: 4889.655273
	Iteration 4F: 3 clusters Score -2465494 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2465848.250000 Penalty: 4889.655273
	Iteration 5Q: 3 clusters Score -2465848 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2466118.000000 Penalty: 4889.655273
	Iteration 6Q: 3 clusters Score -2466118 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2466374.500000 Penalty: 4889.655273
	Iteration 7Q: 3 clusters Score -2466374 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2466588.750000 Penalty: 4889.655273
	Iteration 8Q: 3 clusters Score -2466589 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2466796.500000 Penalty: 4889.655273
	Iteration 9Q: 3 clusters Score -2466796 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2466986.000000 Penalty: 4889.655273
	Iteration 10Q: 3 clusters Score -2466986 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2467172.000000 Penalty: 4889.655273
	Iteration 11Q: 3 clusters Score -2467172 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2467376.250000 Penalty: 4889.655273
	Iteration 12Q: 3 clusters Score -2467376 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2467564.000000 Penalty: 4889.655273
	Iteration 13Q: 3 clusters Score -2467564 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2467751.750000 Penalty: 4889.655273
	Iteration 14Q: 3 clusters Score -2467752 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2467952.250000 Penalty: 4889.655273
	Iteration 15Q: 3 clusters Score -2467952 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2468215.500000 Penalty: 4889.655273
	Iteration 16Q: 3 clusters Score -2468216 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2468503.500000 Penalty: 4889.655273
	Iteration 17Q: 3 clusters Score -2468504 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2468834.250000 Penalty: 4889.655273
	Iteration 18Q: 3 clusters Score -2468834 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2469170.250000 Penalty: 4889.655273
	Iteration 19Q: 3 clusters Score -2469170 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2469492.000000 Penalty: 4889.655273
	Iteration 20F: 3 clusters Score -2469492 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2469816.500000 Penalty: 4889.655273
	Iteration 21Q: 3 clusters Score -2469816 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2470110.000000 Penalty: 4889.655273
	Iteration 22Q: 3 clusters Score -2470110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2470334.000000 Penalty: 4889.655273
	Iteration 23Q: 3 clusters Score -2470334 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2470539.500000 Penalty: 4889.655273
	Iteration 24Q: 3 clusters Score -2470540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2470685.750000 Penalty: 4889.655273
	Iteration 25Q: 3 clusters Score -2470686 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2470787.000000 Penalty: 4889.655273
	Iteration 26Q: 3 clusters Score -2470787 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2470856.500000 Penalty: 4889.655273
	Iteration 27Q: 3 clusters Score -2470856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2470900.250000 Penalty: 4889.655273
	Iteration 28Q: 3 clusters Score -2470900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2470923.750000 Penalty: 4889.655273
	Iteration 29Q: 3 clusters Score -2470924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2470939.500000 Penalty: 4889.655273
	Iteration 30Q: 3 clusters Score -2470940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2470952.250000 Penalty: 4889.655273
	Iteration 31Q: 3 clusters Score -2470952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2470964.250000 Penalty: 4889.655273
	Iteration 32Q: 3 clusters Score -2470964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2470976.250000 Penalty: 4889.655273
	Iteration 33Q: 3 clusters Score -2470976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2470987.000000 Penalty: 4889.655273
	Iteration 34Q: 3 clusters Score -2470987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2470993.750000 Penalty: 4889.655273
	Iteration 35Q: 3 clusters Score -2470994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2470995.500000 Penalty: 4889.655273
	Iteration 36Q: 3 clusters Score -2470996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2470998.000000 Penalty: 4889.655273
	Iteration 37Q: 3 clusters Score -2470998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2471003.750000 Penalty: 4889.655273
	Iteration 38Q: 3 clusters Score -2471004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2471008.500000 Penalty: 4889.655273
	Iteration 39Q: 3 clusters Score -2471008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2471010.500000 Penalty: 4889.655273
	Iteration 40F: 3 clusters Score -2471010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2471008.250000 Penalty: 4889.655273
	Iteration 41Q: 3 clusters Score -2471008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2471007.500000 Penalty: 4889.655273
	Iteration 42Q: 3 clusters Score -2471008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2471007.500000 Penalty: 4889.655273
	Iteration 43F: 3 clusters Score -2471008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -722097.937500 Penalty: 2125.870850
	Iteration 0F: 2 clusters Score -722097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -717416.250000 Penalty: 4251.741699
	Iteration 0F: 3 clusters Score -717416.2 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -718532.750000 Penalty: 4251.741699
	Iteration 1F: 3 clusters Score -718532.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -718738.687500 Penalty: 4251.741699
	Iteration 2F: 3 clusters Score -718738.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -718847.812500 Penalty: 4251.741699
	Iteration 3Q: 3 clusters Score -718847.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -718928.500000 Penalty: 4251.741699
	Iteration 4Q: 3 clusters Score -718928.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -719002.375000 Penalty: 4251.741699
	Iteration 5Q: 3 clusters Score -719002.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -719061.250000 Penalty: 4251.741699
	Iteration 6Q: 3 clusters Score -719061.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -719103.500000 Penalty: 4251.741699
	Iteration 7Q: 3 clusters Score -719103.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -719136.750000 Penalty: 4251.741699
	Iteration 8Q: 3 clusters Score -719136.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -719166.375000 Penalty: 4251.741699
	Iteration 9Q: 3 clusters Score -719166.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -719186.562500 Penalty: 4251.741699
	Iteration 10Q: 3 clusters Score -719186.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -719203.625000 Penalty: 4251.741699
	Iteration 11Q: 3 clusters Score -719203.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -719219.062500 Penalty: 4251.741699
	Iteration 12Q: 3 clusters Score -719219.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -719227.937500 Penalty: 4251.741699
	Iteration 13Q: 3 clusters Score -719227.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -719233.937500 Penalty: 4251.741699
	Iteration 14Q: 3 clusters Score -719233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -719238.312500 Penalty: 4251.741699
	Iteration 15Q: 3 clusters Score -719238.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -719243.687500 Penalty: 4251.741699
	Iteration 16Q: 3 clusters Score -719243.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -719250.625000 Penalty: 4251.741699
	Iteration 17Q: 3 clusters Score -719250.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -719255.437500 Penalty: 4251.741699
	Iteration 18Q: 3 clusters Score -719255.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -719260.625000 Penalty: 4251.741699
	Iteration 19Q: 3 clusters Score -719260.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -719263.312500 Penalty: 4251.741699
	Iteration 20F: 3 clusters Score -719263.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -719269.687500 Penalty: 4251.741699
	Iteration 21Q: 3 clusters Score -719269.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -719273.562500 Penalty: 4251.741699
	Iteration 22Q: 3 clusters Score -719273.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -719279.062500 Penalty: 4251.741699
	Iteration 23Q: 3 clusters Score -719279.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -719283.875000 Penalty: 4251.741699
	Iteration 24Q: 3 clusters Score -719283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -719284.500000 Penalty: 4251.741699
	Iteration 25Q: 3 clusters Score -719284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -719285.687500 Penalty: 4251.741699
	Iteration 26Q: 3 clusters Score -719285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -719285.500000 Penalty: 4251.741699
	Iteration 27Q: 3 clusters Score -719285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -719286.812500 Penalty: 4251.741699
	Iteration 28Q: 3 clusters Score -719286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -719286.250000 Penalty: 4251.741699
	Iteration 29Q: 3 clusters Score -719286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -719287.437500 Penalty: 4251.741699
	Iteration 30Q: 3 clusters Score -719287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -719288.125000 Penalty: 4251.741699
	Iteration 31Q: 3 clusters Score -719288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -719288.375000 Penalty: 4251.741699
	Iteration 32Q: 3 clusters Score -719288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -719289.062500 Penalty: 4251.741699
	Iteration 33Q: 3 clusters Score -719289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -719289.062500 Penalty: 4251.741699
	Iteration 34Q: 3 clusters Score -719289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -719289.250000 Penalty: 4251.741699
	Iteration 35Q: 3 clusters Score -719289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -719289.750000 Penalty: 4251.741699
	Iteration 36Q: 3 clusters Score -719289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -719289.562500 Penalty: 4251.741699
	Iteration 37Q: 3 clusters Score -719289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -719290.375000 Penalty: 4251.741699
	Iteration 38Q: 3 clusters Score -719290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -719290.375000 Penalty: 4251.741699
	Iteration 39F: 3 clusters Score -719290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162322 members 
Entering Unmasked Estep 
Score: -21989164.000000 Penalty: 2975.339600
	Iteration 0F: 2 clusters Score -2.198916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -21881646.000000 Penalty: 5950.679199
	Iteration 0F: 3 clusters Score -2.188165e+07 nChanged 77897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -21927462.000000 Penalty: 5950.679199
	Iteration 1F: 3 clusters Score -2.192746e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -21928978.000000 Penalty: 5950.679199
	Iteration 2Q: 3 clusters Score -2.192898e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -21931212.000000 Penalty: 5950.679199
	Iteration 3Q: 3 clusters Score -2.193121e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -21935486.000000 Penalty: 5950.679199
	Iteration 4F: 3 clusters Score -2.193549e+07 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -21943658.000000 Penalty: 5950.679199
	Iteration 5F: 3 clusters Score -2.194366e+07 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -21956330.000000 Penalty: 5950.679199
	Iteration 6F: 3 clusters Score -2.195633e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -21970578.000000 Penalty: 5950.679199
	Iteration 7F: 3 clusters Score -2.197058e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -21980676.000000 Penalty: 5950.679199
	Iteration 8F: 3 clusters Score -2.198068e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -21984894.000000 Penalty: 5950.679199
	Iteration 9Q: 3 clusters Score -2.198489e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -21986340.000000 Penalty: 5950.679199
	Iteration 10Q: 3 clusters Score -2.198634e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 160988 members 
Entering Unmasked Estep 
Score: -21986852.000000 Penalty: 5950.679199
	Iteration 11Q: 3 clusters Score -2.198685e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -21987076.000000 Penalty: 5950.679199
	Iteration 12Q: 3 clusters Score -2.198708e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -21987204.000000 Penalty: 5950.679199
	Iteration 13Q: 3 clusters Score -2.19872e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -21987228.000000 Penalty: 5950.679199
	Iteration 14Q: 3 clusters Score -2.198723e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -21987270.000000 Penalty: 5950.679199
	Iteration 15Q: 3 clusters Score -2.198727e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 161237 members 
Entering Unmasked Estep 
Score: -21987252.000000 Penalty: 5950.679199
	Iteration 16Q: 3 clusters Score -2.198725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -21987246.000000 Penalty: 5950.679199
	Iteration 17Q: 3 clusters Score -2.198725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -21987258.000000 Penalty: 5950.679199
	Iteration 18Q: 3 clusters Score -2.198726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -21987268.000000 Penalty: 5950.679199
	Iteration 19Q: 3 clusters Score -2.198727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -21987282.000000 Penalty: 5950.679199
	Iteration 20F: 3 clusters Score -2.198728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -21987254.000000 Penalty: 5950.679199
	Iteration 21Q: 3 clusters Score -2.198725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 161263 members 
Entering Unmasked Estep 
Score: -21987258.000000 Penalty: 5950.679199
	Iteration 22Q: 3 clusters Score -2.198726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -21987260.000000 Penalty: 5950.679199
	Iteration 23Q: 3 clusters Score -2.198726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -21987246.000000 Penalty: 5950.679199
	Iteration 24Q: 3 clusters Score -2.198725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -21987246.000000 Penalty: 5950.679199
	Iteration 25Q: 3 clusters Score -2.198725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 161262 members 
Entering Unmasked Estep 
Score: -21987254.000000 Penalty: 5950.679199
	Iteration 26Q: 3 clusters Score -2.198725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -21987276.000000 Penalty: 5950.679199
	Iteration 27Q: 3 clusters Score -2.198728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -21987266.000000 Penalty: 5950.679199
	Iteration 28Q: 3 clusters Score -2.198727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -21987264.000000 Penalty: 5950.679199
	Iteration 29Q: 3 clusters Score -2.198726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -21987250.000000 Penalty: 5950.679199
	Iteration 30Q: 3 clusters Score -2.198725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -21987266.000000 Penalty: 5950.679199
	Iteration 31Q: 3 clusters Score -2.198727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -21987266.000000 Penalty: 5950.679199
	Iteration 32Q: 3 clusters Score -2.198727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -21987266.000000 Penalty: 5950.679199
	Iteration 33Q: 3 clusters Score -2.198727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -21987268.000000 Penalty: 5950.679199
	Iteration 34Q: 3 clusters Score -2.198727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -21987268.000000 Penalty: 5950.679199
	Iteration 35Q: 3 clusters Score -2.198727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -21987268.000000 Penalty: 5950.679199
	Iteration 36F: 3 clusters Score -2.198727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Entering Unmasked Estep 
Score: -5813235.500000 Penalty: 2643.891357
	Iteration 0F: 2 clusters Score -5813236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5784551.500000 Penalty: 5287.782715
	Iteration 0F: 3 clusters Score -5784552 nChanged 19429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5794978.000000 Penalty: 5287.782715
	Iteration 1F: 3 clusters Score -5794978 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5795511.500000 Penalty: 5287.782715
	Iteration 2Q: 3 clusters Score -5795512 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5796034.500000 Penalty: 5287.782715
	Iteration 3Q: 3 clusters Score -5796034 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5796608.000000 Penalty: 5287.782715
	Iteration 4Q: 3 clusters Score -5796608 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5797285.000000 Penalty: 5287.782715
	Iteration 5Q: 3 clusters Score -5797285 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5798098.000000 Penalty: 5287.782715
	Iteration 6Q: 3 clusters Score -5798098 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5799139.000000 Penalty: 5287.782715
	Iteration 7Q: 3 clusters Score -5799139 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5800395.500000 Penalty: 5287.782715
	Iteration 8F: 3 clusters Score -5800396 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5802020.500000 Penalty: 5287.782715
	Iteration 9F: 3 clusters Score -5802020 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5803928.500000 Penalty: 5287.782715
	Iteration 10F: 3 clusters Score -5803928 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -5805609.000000 Penalty: 5287.782715
	Iteration 11F: 3 clusters Score -5805609 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -5806666.000000 Penalty: 5287.782715
	Iteration 12Q: 3 clusters Score -5806666 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5807206.000000 Penalty: 5287.782715
	Iteration 13Q: 3 clusters Score -5807206 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -5807482.500000 Penalty: 5287.782715
	Iteration 14Q: 3 clusters Score -5807482 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5807711.500000 Penalty: 5287.782715
	Iteration 15Q: 3 clusters Score -5807712 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -5807880.000000 Penalty: 5287.782715
	Iteration 16Q: 3 clusters Score -5807880 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5808063.500000 Penalty: 5287.782715
	Iteration 17Q: 3 clusters Score -5808064 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -5808225.500000 Penalty: 5287.782715
	Iteration 18Q: 3 clusters Score -5808226 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5808464.500000 Penalty: 5287.782715
	Iteration 19Q: 3 clusters Score -5808464 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5808692.000000 Penalty: 5287.782715
	Iteration 20F: 3 clusters Score -5808692 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5808896.500000 Penalty: 5287.782715
	Iteration 21Q: 3 clusters Score -5808896 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5809127.500000 Penalty: 5287.782715
	Iteration 22Q: 3 clusters Score -5809128 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -5809337.500000 Penalty: 5287.782715
	Iteration 23Q: 3 clusters Score -5809338 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -5809471.000000 Penalty: 5287.782715
	Iteration 24Q: 3 clusters Score -5809471 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5809627.500000 Penalty: 5287.782715
	Iteration 25Q: 3 clusters Score -5809628 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -5809748.500000 Penalty: 5287.782715
	Iteration 26Q: 3 clusters Score -5809748 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5809878.000000 Penalty: 5287.782715
	Iteration 27Q: 3 clusters Score -5809878 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5809987.000000 Penalty: 5287.782715
	Iteration 28Q: 3 clusters Score -5809987 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5810076.500000 Penalty: 5287.782715
	Iteration 29Q: 3 clusters Score -5810076 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5810187.500000 Penalty: 5287.782715
	Iteration 30Q: 3 clusters Score -5810188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -5810268.000000 Penalty: 5287.782715
	Iteration 31Q: 3 clusters Score -5810268 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -5810344.000000 Penalty: 5287.782715
	Iteration 32Q: 3 clusters Score -5810344 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5810411.500000 Penalty: 5287.782715
	Iteration 33Q: 3 clusters Score -5810412 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5810492.500000 Penalty: 5287.782715
	Iteration 34Q: 3 clusters Score -5810492 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5810585.000000 Penalty: 5287.782715
	Iteration 35Q: 3 clusters Score -5810585 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5810663.500000 Penalty: 5287.782715
	Iteration 36Q: 3 clusters Score -5810664 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5810728.000000 Penalty: 5287.782715
	Iteration 37Q: 3 clusters Score -5810728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -5810788.500000 Penalty: 5287.782715
	Iteration 38Q: 3 clusters Score -5810788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5810876.000000 Penalty: 5287.782715
	Iteration 39Q: 3 clusters Score -5810876 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -5810931.000000 Penalty: 5287.782715
	Iteration 40F: 3 clusters Score -5810931 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5810988.000000 Penalty: 5287.782715
	Iteration 41Q: 3 clusters Score -5810988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5811036.000000 Penalty: 5287.782715
	Iteration 42Q: 3 clusters Score -5811036 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5811075.500000 Penalty: 5287.782715
	Iteration 43Q: 3 clusters Score -5811076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5811126.500000 Penalty: 5287.782715
	Iteration 44Q: 3 clusters Score -5811126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5811167.000000 Penalty: 5287.782715
	Iteration 45Q: 3 clusters Score -5811167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5811180.000000 Penalty: 5287.782715
	Iteration 46Q: 3 clusters Score -5811180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5811223.000000 Penalty: 5287.782715
	Iteration 47Q: 3 clusters Score -5811223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5811249.500000 Penalty: 5287.782715
	Iteration 48Q: 3 clusters Score -5811250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5811261.500000 Penalty: 5287.782715
	Iteration 49Q: 3 clusters Score -5811262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -5811269.500000 Penalty: 5287.782715
	Iteration 50Q: 3 clusters Score -5811270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5811296.000000 Penalty: 5287.782715
	Iteration 51Q: 3 clusters Score -5811296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5811308.000000 Penalty: 5287.782715
	Iteration 52Q: 3 clusters Score -5811308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5811316.500000 Penalty: 5287.782715
	Iteration 53Q: 3 clusters Score -5811316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5811332.000000 Penalty: 5287.782715
	Iteration 54Q: 3 clusters Score -5811332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5811343.500000 Penalty: 5287.782715
	Iteration 55Q: 3 clusters Score -5811344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5811345.500000 Penalty: 5287.782715
	Iteration 56Q: 3 clusters Score -5811346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5811346.500000 Penalty: 5287.782715
	Iteration 57Q: 3 clusters Score -5811346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5811349.000000 Penalty: 5287.782715
	Iteration 58Q: 3 clusters Score -5811349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5811344.000000 Penalty: 5287.782715
	Iteration 59Q: 3 clusters Score -5811344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5811349.000000 Penalty: 5287.782715
	Iteration 60F: 3 clusters Score -5811349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -5811367.500000 Penalty: 5287.782715
	Iteration 61Q: 3 clusters Score -5811368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -5811355.000000 Penalty: 5287.782715
	Iteration 62Q: 3 clusters Score -5811355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -5811356.000000 Penalty: 5287.782715
	Iteration 63Q: 3 clusters Score -5811356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -5811357.000000 Penalty: 5287.782715
	Iteration 64Q: 3 clusters Score -5811357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5811356.000000 Penalty: 5287.782715
	Iteration 65Q: 3 clusters Score -5811356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5811359.500000 Penalty: 5287.782715
	Iteration 66Q: 3 clusters Score -5811360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -5811356.500000 Penalty: 5287.782715
	Iteration 67Q: 3 clusters Score -5811356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -5811364.000000 Penalty: 5287.782715
	Iteration 68Q: 3 clusters Score -5811364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5811357.500000 Penalty: 5287.782715
	Iteration 69Q: 3 clusters Score -5811358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5811358.500000 Penalty: 5287.782715
	Iteration 70Q: 3 clusters Score -5811358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5811364.000000 Penalty: 5287.782715
	Iteration 71Q: 3 clusters Score -5811364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5811372.000000 Penalty: 5287.782715
	Iteration 72Q: 3 clusters Score -5811372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5811370.500000 Penalty: 5287.782715
	Iteration 73Q: 3 clusters Score -5811370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5811366.500000 Penalty: 5287.782715
	Iteration 74Q: 3 clusters Score -5811366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5811378.500000 Penalty: 5287.782715
	Iteration 75Q: 3 clusters Score -5811378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -5811384.000000 Penalty: 5287.782715
	Iteration 76Q: 3 clusters Score -5811384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5811385.500000 Penalty: 5287.782715
	Iteration 77Q: 3 clusters Score -5811386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5811385.500000 Penalty: 5287.782715
	Iteration 78F: 3 clusters Score -5811386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -175784.984375 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -175785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173610.609375 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -173610.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173896.671875 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -173896.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173969.828125 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -173969.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174026.812500 Penalty: 3559.042969
	Iteration 3Q: 3 clusters Score -174026.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174052.000000 Penalty: 3559.042969
	Iteration 4Q: 3 clusters Score -174052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174068.890625 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -174068.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174082.906250 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -174082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174097.593750 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -174097.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174110.609375 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -174110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174121.421875 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -174121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174127.609375 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -174127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174131.937500 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -174131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -174135.500000 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -174135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174142.343750 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -174142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174149.703125 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -174149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174152.531250 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -174152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -174154.375000 Penalty: 3559.042969
	Iteration 16Q: 3 clusters Score -174154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174155.031250 Penalty: 3559.042969
	Iteration 17Q: 3 clusters Score -174155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174155.859375 Penalty: 3559.042969
	Iteration 18Q: 3 clusters Score -174155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174156.234375 Penalty: 3559.042969
	Iteration 19Q: 3 clusters Score -174156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174156.234375 Penalty: 3559.042969
	Iteration 20F: 3 clusters Score -174156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Entering Unmasked Estep 
Score: -4028938.500000 Penalty: 2564.624268
	Iteration 0F: 2 clusters Score -4028938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4007852.000000 Penalty: 5129.248535
	Iteration 0F: 3 clusters Score -4007852 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4015528.250000 Penalty: 5129.248535
	Iteration 1F: 3 clusters Score -4015528 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -4016259.500000 Penalty: 5129.248535
	Iteration 2F: 3 clusters Score -4016260 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4017217.250000 Penalty: 5129.248535
	Iteration 3F: 3 clusters Score -4017217 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4018373.000000 Penalty: 5129.248535
	Iteration 4F: 3 clusters Score -4018373 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4019710.750000 Penalty: 5129.248535
	Iteration 5F: 3 clusters Score -4019711 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4021099.250000 Penalty: 5129.248535
	Iteration 6F: 3 clusters Score -4021099 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4022407.000000 Penalty: 5129.248535
	Iteration 7F: 3 clusters Score -4022407 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4023604.500000 Penalty: 5129.248535
	Iteration 8F: 3 clusters Score -4023604 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4024578.250000 Penalty: 5129.248535
	Iteration 9Q: 3 clusters Score -4024578 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4025311.750000 Penalty: 5129.248535
	Iteration 10Q: 3 clusters Score -4025312 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4025791.250000 Penalty: 5129.248535
	Iteration 11Q: 3 clusters Score -4025791 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4026137.000000 Penalty: 5129.248535
	Iteration 12Q: 3 clusters Score -4026137 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4026348.750000 Penalty: 5129.248535
	Iteration 13Q: 3 clusters Score -4026349 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4026480.750000 Penalty: 5129.248535
	Iteration 14Q: 3 clusters Score -4026481 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4026563.750000 Penalty: 5129.248535
	Iteration 15Q: 3 clusters Score -4026564 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4026623.750000 Penalty: 5129.248535
	Iteration 16Q: 3 clusters Score -4026624 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4026666.750000 Penalty: 5129.248535
	Iteration 17Q: 3 clusters Score -4026667 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4026710.750000 Penalty: 5129.248535
	Iteration 18Q: 3 clusters Score -4026711 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4026738.750000 Penalty: 5129.248535
	Iteration 19Q: 3 clusters Score -4026739 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4026771.250000 Penalty: 5129.248535
	Iteration 20F: 3 clusters Score -4026771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4026786.750000 Penalty: 5129.248535
	Iteration 21Q: 3 clusters Score -4026787 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4026795.250000 Penalty: 5129.248535
	Iteration 22Q: 3 clusters Score -4026795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4026820.500000 Penalty: 5129.248535
	Iteration 23Q: 3 clusters Score -4026820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4026835.250000 Penalty: 5129.248535
	Iteration 24Q: 3 clusters Score -4026835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4026850.000000 Penalty: 5129.248535
	Iteration 25Q: 3 clusters Score -4026850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4026856.000000 Penalty: 5129.248535
	Iteration 26Q: 3 clusters Score -4026856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4026865.250000 Penalty: 5129.248535
	Iteration 27Q: 3 clusters Score -4026865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4026878.500000 Penalty: 5129.248535
	Iteration 28Q: 3 clusters Score -4026878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4026890.000000 Penalty: 5129.248535
	Iteration 29Q: 3 clusters Score -4026890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4026909.500000 Penalty: 5129.248535
	Iteration 30Q: 3 clusters Score -4026910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4026920.250000 Penalty: 5129.248535
	Iteration 31Q: 3 clusters Score -4026920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4026929.000000 Penalty: 5129.248535
	Iteration 32Q: 3 clusters Score -4026929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4026931.000000 Penalty: 5129.248535
	Iteration 33Q: 3 clusters Score -4026931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4026943.000000 Penalty: 5129.248535
	Iteration 34Q: 3 clusters Score -4026943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4026942.750000 Penalty: 5129.248535
	Iteration 35Q: 3 clusters Score -4026943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4026955.250000 Penalty: 5129.248535
	Iteration 36Q: 3 clusters Score -4026955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4026971.500000 Penalty: 5129.248535
	Iteration 37Q: 3 clusters Score -4026972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4026969.750000 Penalty: 5129.248535
	Iteration 38Q: 3 clusters Score -4026970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4026987.750000 Penalty: 5129.248535
	Iteration 39Q: 3 clusters Score -4026988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4026987.000000 Penalty: 5129.248535
	Iteration 40F: 3 clusters Score -4026987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4027002.750000 Penalty: 5129.248535
	Iteration 41Q: 3 clusters Score -4027003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4026998.500000 Penalty: 5129.248535
	Iteration 42Q: 3 clusters Score -4026998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -4027026.500000 Penalty: 5129.248535
	Iteration 43Q: 3 clusters Score -4027026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4027047.750000 Penalty: 5129.248535
	Iteration 44Q: 3 clusters Score -4027048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -4027061.500000 Penalty: 5129.248535
	Iteration 45Q: 3 clusters Score -4027062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4027085.500000 Penalty: 5129.248535
	Iteration 46Q: 3 clusters Score -4027086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4027108.250000 Penalty: 5129.248535
	Iteration 47Q: 3 clusters Score -4027108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4027153.750000 Penalty: 5129.248535
	Iteration 48Q: 3 clusters Score -4027154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4027180.250000 Penalty: 5129.248535
	Iteration 49Q: 3 clusters Score -4027180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4027237.250000 Penalty: 5129.248535
	Iteration 50Q: 3 clusters Score -4027237 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4027288.000000 Penalty: 5129.248535
	Iteration 51Q: 3 clusters Score -4027288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4027367.250000 Penalty: 5129.248535
	Iteration 52Q: 3 clusters Score -4027367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4027431.500000 Penalty: 5129.248535
	Iteration 53Q: 3 clusters Score -4027432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4027449.750000 Penalty: 5129.248535
	Iteration 54Q: 3 clusters Score -4027450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4027481.500000 Penalty: 5129.248535
	Iteration 55Q: 3 clusters Score -4027482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4027505.250000 Penalty: 5129.248535
	Iteration 56Q: 3 clusters Score -4027505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4027508.250000 Penalty: 5129.248535
	Iteration 57Q: 3 clusters Score -4027508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4027508.000000 Penalty: 5129.248535
	Iteration 58Q: 3 clusters Score -4027508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4027510.000000 Penalty: 5129.248535
	Iteration 59Q: 3 clusters Score -4027510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4027518.500000 Penalty: 5129.248535
	Iteration 60F: 3 clusters Score -4027518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4027504.000000 Penalty: 5129.248535
	Iteration 61Q: 3 clusters Score -4027504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4027508.000000 Penalty: 5129.248535
	Iteration 62Q: 3 clusters Score -4027508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4027517.500000 Penalty: 5129.248535
	Iteration 63Q: 3 clusters Score -4027518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4027522.000000 Penalty: 5129.248535
	Iteration 64Q: 3 clusters Score -4027522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4027513.500000 Penalty: 5129.248535
	Iteration 65Q: 3 clusters Score -4027514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4027517.250000 Penalty: 5129.248535
	Iteration 66Q: 3 clusters Score -4027517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -4027521.750000 Penalty: 5129.248535
	Iteration 67Q: 3 clusters Score -4027522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4027521.750000 Penalty: 5129.248535
	Iteration 68Q: 3 clusters Score -4027522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4027525.500000 Penalty: 5129.248535
	Iteration 69Q: 3 clusters Score -4027526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4027522.750000 Penalty: 5129.248535
	Iteration 70Q: 3 clusters Score -4027523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4027519.000000 Penalty: 5129.248535
	Iteration 71Q: 3 clusters Score -4027519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4027516.500000 Penalty: 5129.248535
	Iteration 72Q: 3 clusters Score -4027516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4027511.750000 Penalty: 5129.248535
	Iteration 73Q: 3 clusters Score -4027512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4027516.250000 Penalty: 5129.248535
	Iteration 74Q: 3 clusters Score -4027516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4027522.000000 Penalty: 5129.248535
	Iteration 75Q: 3 clusters Score -4027522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4027519.750000 Penalty: 5129.248535
	Iteration 76Q: 3 clusters Score -4027520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4027520.250000 Penalty: 5129.248535
	Iteration 77Q: 3 clusters Score -4027520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4027528.250000 Penalty: 5129.248535
	Iteration 78Q: 3 clusters Score -4027528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4027525.500000 Penalty: 5129.248535
	Iteration 79Q: 3 clusters Score -4027526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4027524.500000 Penalty: 5129.248535
	Iteration 80F: 3 clusters Score -4027524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -4027529.750000 Penalty: 5129.248535
	Iteration 81Q: 3 clusters Score -4027530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -4027523.000000 Penalty: 5129.248535
	Iteration 82Q: 3 clusters Score -4027523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -4027526.500000 Penalty: 5129.248535
	Iteration 83Q: 3 clusters Score -4027526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4027527.000000 Penalty: 5129.248535
	Iteration 84Q: 3 clusters Score -4027527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4027530.000000 Penalty: 5129.248535
	Iteration 85Q: 3 clusters Score -4027530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4027530.000000 Penalty: 5129.248535
	Iteration 86Q: 3 clusters Score -4027530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4027530.000000 Penalty: 5129.248535
	Iteration 87F: 3 clusters Score -4027530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -1204921.375000 Penalty: 2271.182617
	Iteration 0F: 2 clusters Score -1204921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1197589.625000 Penalty: 4542.365234
	Iteration 0F: 3 clusters Score -1197590 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1199575.125000 Penalty: 4542.365234
	Iteration 1F: 3 clusters Score -1199575 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1199934.625000 Penalty: 4542.365234
	Iteration 2F: 3 clusters Score -1199935 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1200185.000000 Penalty: 4542.365234
	Iteration 3F: 3 clusters Score -1200185 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1200386.875000 Penalty: 4542.365234
	Iteration 4Q: 3 clusters Score -1200387 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1200550.875000 Penalty: 4542.365234
	Iteration 5Q: 3 clusters Score -1200551 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1200692.000000 Penalty: 4542.365234
	Iteration 6Q: 3 clusters Score -1200692 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1200822.000000 Penalty: 4542.365234
	Iteration 7Q: 3 clusters Score -1200822 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1200940.250000 Penalty: 4542.365234
	Iteration 8Q: 3 clusters Score -1200940 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1201038.500000 Penalty: 4542.365234
	Iteration 9Q: 3 clusters Score -1201038 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1201138.625000 Penalty: 4542.365234
	Iteration 10Q: 3 clusters Score -1201139 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1201245.875000 Penalty: 4542.365234
	Iteration 11Q: 3 clusters Score -1201246 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1201339.750000 Penalty: 4542.365234
	Iteration 12Q: 3 clusters Score -1201340 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1201433.000000 Penalty: 4542.365234
	Iteration 13Q: 3 clusters Score -1201433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1201535.500000 Penalty: 4542.365234
	Iteration 14Q: 3 clusters Score -1201536 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1201648.125000 Penalty: 4542.365234
	Iteration 15Q: 3 clusters Score -1201648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1201785.750000 Penalty: 4542.365234
	Iteration 16Q: 3 clusters Score -1201786 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1201933.000000 Penalty: 4542.365234
	Iteration 17Q: 3 clusters Score -1201933 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1202081.625000 Penalty: 4542.365234
	Iteration 18Q: 3 clusters Score -1202082 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1202251.500000 Penalty: 4542.365234
	Iteration 19Q: 3 clusters Score -1202252 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1202432.500000 Penalty: 4542.365234
	Iteration 20F: 3 clusters Score -1202432 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1202589 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1202700 nChanged 152
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Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1202784 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1202824 nChanged 82
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Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1202857 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1202876 nChanged 56
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1202899 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1202918 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1202934 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1202943 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1202947 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1202951 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1202956 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1202960.125000 Penalty: 4542.365234
	Iteration 34Q: 3 clusters Score -1202960 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1202964.500000 Penalty: 4542.365234
	Iteration 35Q: 3 clusters Score -1202964 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1202970 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1202973 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1202980 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1202988 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1202992 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1202999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1203002.375000 Penalty: 4542.365234
	Iteration 42Q: 3 clusters Score -1203002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1203005.500000 Penalty: 4542.365234
	Iteration 43Q: 3 clusters Score -1203006 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1203005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1203010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1203011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1203012.250000 Penalty: 4542.365234
	Iteration 47Q: 3 clusters Score -1203012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1203016.000000 Penalty: 4542.365234
	Iteration 48Q: 3 clusters Score -1203016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1203020 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1203025 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1203027 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1203030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1203032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1203034.875000 Penalty: 4542.365234
	Iteration 54Q: 3 clusters Score -1203035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1203035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1203041.125000 Penalty: 4542.365234
	Iteration 56Q: 3 clusters Score -1203041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1203042.375000 Penalty: 4542.365234
	Iteration 57Q: 3 clusters Score -1203042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1203044.625000 Penalty: 4542.365234
	Iteration 58Q: 3 clusters Score -1203045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1203050.750000 Penalty: 4542.365234
	Iteration 59Q: 3 clusters Score -1203051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1203056.125000 Penalty: 4542.365234
	Iteration 60F: 3 clusters Score -1203056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1203060.125000 Penalty: 4542.365234
	Iteration 61Q: 3 clusters Score -1203060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1203065.375000 Penalty: 4542.365234
	Iteration 62Q: 3 clusters Score -1203065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1203071.125000 Penalty: 4542.365234
	Iteration 63Q: 3 clusters Score -1203071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1203078.125000 Penalty: 4542.365234
	Iteration 64Q: 3 clusters Score -1203078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1203082.000000 Penalty: 4542.365234
	Iteration 65Q: 3 clusters Score -1203082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1203084.250000 Penalty: 4542.365234
	Iteration 66Q: 3 clusters Score -1203084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1203088.125000 Penalty: 4542.365234
	Iteration 67Q: 3 clusters Score -1203088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1203093.125000 Penalty: 4542.365234
	Iteration 68Q: 3 clusters Score -1203093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1203094.500000 Penalty: 4542.365234
	Iteration 69Q: 3 clusters Score -1203094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1203098.250000 Penalty: 4542.365234
	Iteration 70Q: 3 clusters Score -1203098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1203102.750000 Penalty: 4542.365234
	Iteration 71Q: 3 clusters Score -1203103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1203105.125000 Penalty: 4542.365234
	Iteration 72Q: 3 clusters Score -1203105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1203105.500000 Penalty: 4542.365234
	Iteration 73Q: 3 clusters Score -1203106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1203107.375000 Penalty: 4542.365234
	Iteration 74Q: 3 clusters Score -1203107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1203108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1203109 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1203108 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1203107 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1203108 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1203107.750000 Penalty: 4542.365234
	Iteration 80F: 3 clusters Score -1203108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1203108.750000 Penalty: 4542.365234
	Iteration 81Q: 3 clusters Score -1203109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1203111.750000 Penalty: 4542.365234
	Iteration 82Q: 3 clusters Score -1203112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1203112.875000 Penalty: 4542.365234
	Iteration 83Q: 3 clusters Score -1203113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1203113.875000 Penalty: 4542.365234
	Iteration 84Q: 3 clusters Score -1203114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1203115.000000 Penalty: 4542.365234
	Iteration 85Q: 3 clusters Score -1203115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1203114.500000 Penalty: 4542.365234
	Iteration 86Q: 3 clusters Score -1203114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1203114.875000 Penalty: 4542.365234
	Iteration 87Q: 3 clusters Score -1203115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1203114.875000 Penalty: 4542.365234
	Iteration 88Q: 3 clusters Score -1203115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1203115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1203115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1203117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1203118.625000 Penalty: 4542.365234
	Iteration 92Q: 3 clusters Score -1203119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1203119.500000 Penalty: 4542.365234
	Iteration 93Q: 3 clusters Score -1203120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1203122.125000 Penalty: 4542.365234
	Iteration 94Q: 3 clusters Score -1203122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1203123.625000 Penalty: 4542.365234
	Iteration 95Q: 3 clusters Score -1203124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1203125.125000 Penalty: 4542.365234
	Iteration 96Q: 3 clusters Score -1203125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1203124.125000 Penalty: 4542.365234
	Iteration 97Q: 3 clusters Score -1203124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1203127.250000 Penalty: 4542.365234
	Iteration 98Q: 3 clusters Score -1203127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1203129.875000 Penalty: 4542.365234
	Iteration 99Q: 3 clusters Score -1203130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1203127.375000 Penalty: 4542.365234
	Iteration 100F: 3 clusters Score -1203127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1203127.375000 Penalty: 4542.365234
	Iteration 101Q: 3 clusters Score -1203127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1203128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
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	Iteration 103F: 3 clusters Score -1203128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21672 members 
Entering Unmasked Estep 
Score: -2974121.000000 Penalty: 2475.976562
	Iteration 0F: 2 clusters Score -2974121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2958809.250000 Penalty: 4951.953125
	Iteration 0F: 3 clusters Score -2958809 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2963928.250000 Penalty: 4951.953125
	Iteration 1F: 3 clusters Score -2963928 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2964323 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2964679.750000 Penalty: 4951.953125
	Iteration 3Q: 3 clusters Score -2964680 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2965003.000000 Penalty: 4951.953125
	Iteration 4Q: 3 clusters Score -2965003 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2965316.250000 Penalty: 4951.953125
	Iteration 5Q: 3 clusters Score -2965316 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2965660.000000 Penalty: 4951.953125
	Iteration 6Q: 3 clusters Score -2965660 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2966146.000000 Penalty: 4951.953125
	Iteration 7Q: 3 clusters Score -2966146 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2966802.000000 Penalty: 4951.953125
	Iteration 8F: 3 clusters Score -2966802 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2967699.750000 Penalty: 4951.953125
	Iteration 9F: 3 clusters Score -2967700 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2968774.250000 Penalty: 4951.953125
	Iteration 10F: 3 clusters Score -2968774 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2969788.250000 Penalty: 4951.953125
	Iteration 11F: 3 clusters Score -2969788 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2970576.750000 Penalty: 4951.953125
	Iteration 12Q: 3 clusters Score -2970577 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2971123.250000 Penalty: 4951.953125
	Iteration 13Q: 3 clusters Score -2971123 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2971432.500000 Penalty: 4951.953125
	Iteration 14Q: 3 clusters Score -2971432 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2971614.500000 Penalty: 4951.953125
	Iteration 15Q: 3 clusters Score -2971614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2971752.500000 Penalty: 4951.953125
	Iteration 16Q: 3 clusters Score -2971752 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2971848.000000 Penalty: 4951.953125
	Iteration 17Q: 3 clusters Score -2971848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2971926.000000 Penalty: 4951.953125
	Iteration 18Q: 3 clusters Score -2971926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2971955.000000 Penalty: 4951.953125
	Iteration 19Q: 3 clusters Score -2971955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2971973.250000 Penalty: 4951.953125
	Iteration 20F: 3 clusters Score -2971973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2971981.500000 Penalty: 4951.953125
	Iteration 21Q: 3 clusters Score -2971982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2971998.750000 Penalty: 4951.953125
	Iteration 22Q: 3 clusters Score -2971999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2972005.250000 Penalty: 4951.953125
	Iteration 23Q: 3 clusters Score -2972005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2972012.250000 Penalty: 4951.953125
	Iteration 24Q: 3 clusters Score -2972012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2972019.500000 Penalty: 4951.953125
	Iteration 25Q: 3 clusters Score -2972020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2972013.750000 Penalty: 4951.953125
	Iteration 26Q: 3 clusters Score -2972014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2972023.250000 Penalty: 4951.953125
	Iteration 27Q: 3 clusters Score -2972023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2972028.000000 Penalty: 4951.953125
	Iteration 28Q: 3 clusters Score -2972028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2972029.250000 Penalty: 4951.953125
	Iteration 29Q: 3 clusters Score -2972029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2972029.500000 Penalty: 4951.953125
	Iteration 30Q: 3 clusters Score -2972030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2972028.750000 Penalty: 4951.953125
	Iteration 31Q: 3 clusters Score -2972029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2972033.250000 Penalty: 4951.953125
	Iteration 32Q: 3 clusters Score -2972033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2972037.500000 Penalty: 4951.953125
	Iteration 33Q: 3 clusters Score -2972038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2972038.750000 Penalty: 4951.953125
	Iteration 34Q: 3 clusters Score -2972039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2972039.750000 Penalty: 4951.953125
	Iteration 35Q: 3 clusters Score -2972040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2972040.500000 Penalty: 4951.953125
	Iteration 36Q: 3 clusters Score -2972040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2972042.250000 Penalty: 4951.953125
	Iteration 37Q: 3 clusters Score -2972042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2972041.250000 Penalty: 4951.953125
	Iteration 38Q: 3 clusters Score -2972041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2972043.000000 Penalty: 4951.953125
	Iteration 39Q: 3 clusters Score -2972043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2972043.000000 Penalty: 4951.953125
	Iteration 40F: 3 clusters Score -2972043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Entering Unmasked Estep 
Score: -22594246.000000 Penalty: 2981.996582
	Iteration 0F: 2 clusters Score -2.259425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -22484194.000000 Penalty: 5963.993164
	Iteration 0F: 3 clusters Score -2.248419e+07 nChanged 79641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -22530388.000000 Penalty: 5963.993164
	Iteration 1F: 3 clusters Score -2.253039e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -22531716.000000 Penalty: 5963.993164
	Iteration 2Q: 3 clusters Score -2.253172e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -22533518.000000 Penalty: 5963.993164
	Iteration 3Q: 3 clusters Score -2.253352e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -22536198.000000 Penalty: 5963.993164
	Iteration 4Q: 3 clusters Score -2.25362e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -22539974.000000 Penalty: 5963.993164
	Iteration 5Q: 3 clusters Score -2.253997e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -22546352.000000 Penalty: 5963.993164
	Iteration 6F: 3 clusters Score -2.254635e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -22555754.000000 Penalty: 5963.993164
	Iteration 7F: 3 clusters Score -2.255575e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 96526 members 
Entering Unmasked Estep 
Score: -22565854.000000 Penalty: 5963.993164
	Iteration 8F: 3 clusters Score -2.256585e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -22572060.000000 Penalty: 5963.993164
	Iteration 9F: 3 clusters Score -2.257206e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -22574466.000000 Penalty: 5963.993164
	Iteration 10Q: 3 clusters Score -2.257447e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -22575510.000000 Penalty: 5963.993164
	Iteration 11Q: 3 clusters Score -2.257551e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -22576342.000000 Penalty: 5963.993164
	Iteration 12Q: 3 clusters Score -2.257634e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -22576860.000000 Penalty: 5963.993164
	Iteration 13Q: 3 clusters Score -2.257686e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -22577500.000000 Penalty: 5963.993164
	Iteration 14Q: 3 clusters Score -2.25775e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -22577888.000000 Penalty: 5963.993164
	Iteration 15Q: 3 clusters Score -2.257789e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -22578484.000000 Penalty: 5963.993164
	Iteration 16Q: 3 clusters Score -2.257848e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -22578974.000000 Penalty: 5963.993164
	Iteration 17Q: 3 clusters Score -2.257897e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -22579382.000000 Penalty: 5963.993164
	Iteration 18Q: 3 clusters Score -2.257938e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -22579762.000000 Penalty: 5963.993164
	Iteration 19Q: 3 clusters Score -2.257976e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -22579992.000000 Penalty: 5963.993164
	Iteration 20F: 3 clusters Score -2.257999e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -22580432.000000 Penalty: 5963.993164
	Iteration 21Q: 3 clusters Score -2.258043e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -22580874.000000 Penalty: 5963.993164
	Iteration 22Q: 3 clusters Score -2.258087e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -22581338.000000 Penalty: 5963.993164
	Iteration 23Q: 3 clusters Score -2.258134e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 127171 members 
Entering Unmasked Estep 
Score: -22581752.000000 Penalty: 5963.993164
	Iteration 24Q: 3 clusters Score -2.258175e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -22582362.000000 Penalty: 5963.993164
	Iteration 25Q: 3 clusters Score -2.258236e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 132107 members 
Entering Unmasked Estep 
Score: -22583088.000000 Penalty: 5963.993164
	Iteration 26Q: 3 clusters Score -2.258309e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 134527 members 
Entering Unmasked Estep 
Score: -22583752.000000 Penalty: 5963.993164
	Iteration 27Q: 3 clusters Score -2.258375e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 136920 members 
Entering Unmasked Estep 
Score: -22584374.000000 Penalty: 5963.993164
	Iteration 28Q: 3 clusters Score -2.258437e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 139231 members 
Entering Unmasked Estep 
Score: -22585064.000000 Penalty: 5963.993164
	Iteration 29Q: 3 clusters Score -2.258506e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -22585860.000000 Penalty: 5963.993164
	Iteration 30Q: 3 clusters Score -2.258586e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -22586480.000000 Penalty: 5963.993164
	Iteration 31Q: 3 clusters Score -2.258648e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -22587216.000000 Penalty: 5963.993164
	Iteration 32Q: 3 clusters Score -2.258722e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 147540 members 
Entering Unmasked Estep 
Score: -22587742.000000 Penalty: 5963.993164
	Iteration 33Q: 3 clusters Score -2.258774e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -22588376.000000 Penalty: 5963.993164
	Iteration 34Q: 3 clusters Score -2.258838e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -22588934.000000 Penalty: 5963.993164
	Iteration 35Q: 3 clusters Score -2.258893e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -22589610.000000 Penalty: 5963.993164
	Iteration 36Q: 3 clusters Score -2.258961e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -22589998.000000 Penalty: 5963.993164
	Iteration 37Q: 3 clusters Score -2.259e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -22590328.000000 Penalty: 5963.993164
	Iteration 38Q: 3 clusters Score -2.259033e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -22590700.000000 Penalty: 5963.993164
	Iteration 39Q: 3 clusters Score -2.25907e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -22591058.000000 Penalty: 5963.993164
	Iteration 40F: 3 clusters Score -2.259106e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -22591294.000000 Penalty: 5963.993164
	Iteration 41Q: 3 clusters Score -2.259129e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -22591570.000000 Penalty: 5963.993164
	Iteration 42Q: 3 clusters Score -2.259157e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -22591778.000000 Penalty: 5963.993164
	Iteration 43Q: 3 clusters Score -2.259178e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 161467 members 
Entering Unmasked Estep 
Score: -22591840.000000 Penalty: 5963.993164
	Iteration 44Q: 3 clusters Score -2.259184e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 162084 members 
Entering Unmasked Estep 
Score: -22591986.000000 Penalty: 5963.993164
	Iteration 45Q: 3 clusters Score -2.259199e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 162579 members 
Entering Unmasked Estep 
Score: -22592092.000000 Penalty: 5963.993164
	Iteration 46Q: 3 clusters Score -2.259209e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 162986 members 
Entering Unmasked Estep 
Score: -22592204.000000 Penalty: 5963.993164
	Iteration 47Q: 3 clusters Score -2.25922e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -22592252.000000 Penalty: 5963.993164
	Iteration 48Q: 3 clusters Score -2.259225e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -22592322.000000 Penalty: 5963.993164
	Iteration 49Q: 3 clusters Score -2.259232e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -22592326.000000 Penalty: 5963.993164
	Iteration 50Q: 3 clusters Score -2.259233e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -22592352.000000 Penalty: 5963.993164
	Iteration 51Q: 3 clusters Score -2.259235e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -22592330.000000 Penalty: 5963.993164
	Iteration 52Q: 3 clusters Score -2.259233e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -22592350.000000 Penalty: 5963.993164
	Iteration 53Q: 3 clusters Score -2.259235e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -22592344.000000 Penalty: 5963.993164
	Iteration 54Q: 3 clusters Score -2.259234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -22592350.000000 Penalty: 5963.993164
	Iteration 55Q: 3 clusters Score -2.259235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
Score: -22592326.000000 Penalty: 5963.993164
	Iteration 56Q: 3 clusters Score -2.259233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 164691 members 
Entering Unmasked Estep 
Score: -22592346.000000 Penalty: 5963.993164
	Iteration 57Q: 3 clusters Score -2.259235e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -22592320.000000 Penalty: 5963.993164
	Iteration 58Q: 3 clusters Score -2.259232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -22592340.000000 Penalty: 5963.993164
	Iteration 59Q: 3 clusters Score -2.259234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -22592316.000000 Penalty: 5963.993164
	Iteration 60F: 3 clusters Score -2.259232e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -22592314.000000 Penalty: 5963.993164
	Iteration 61Q: 3 clusters Score -2.259231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -22592314.000000 Penalty: 5963.993164
	Iteration 62Q: 3 clusters Score -2.259231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -22592310.000000 Penalty: 5963.993164
	Iteration 63Q: 3 clusters Score -2.259231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -22592316.000000 Penalty: 5963.993164
	Iteration 64Q: 3 clusters Score -2.259232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 164974 members 
Entering Unmasked Estep 
Score: -22592350.000000 Penalty: 5963.993164
	Iteration 65Q: 3 clusters Score -2.259235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -22592360.000000 Penalty: 5963.993164
	Iteration 66Q: 3 clusters Score -2.259236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -22592364.000000 Penalty: 5963.993164
	Iteration 67Q: 3 clusters Score -2.259236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -22592364.000000 Penalty: 5963.993164
	Iteration 68Q: 3 clusters Score -2.259236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -22592368.000000 Penalty: 5963.993164
	Iteration 69Q: 3 clusters Score -2.259237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 165105 members 
Entering Unmasked Estep 
Score: -22592372.000000 Penalty: 5963.993164
	Iteration 70Q: 3 clusters Score -2.259237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -22592382.000000 Penalty: 5963.993164
	Iteration 71Q: 3 clusters Score -2.259238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -22592378.000000 Penalty: 5963.993164
	Iteration 72Q: 3 clusters Score -2.259238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 165138 members 
Entering Unmasked Estep 
Score: -22592388.000000 Penalty: 5963.993164
	Iteration 73Q: 3 clusters Score -2.259239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -22592382.000000 Penalty: 5963.993164
	Iteration 74Q: 3 clusters Score -2.259238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -22592388.000000 Penalty: 5963.993164
	Iteration 75Q: 3 clusters Score -2.259239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -22592396.000000 Penalty: 5963.993164
	Iteration 76Q: 3 clusters Score -2.25924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 165202 members 
Entering Unmasked Estep 
Score: -22592360.000000 Penalty: 5963.993164
	Iteration 77Q: 3 clusters Score -2.259236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -22592392.000000 Penalty: 5963.993164
	Iteration 78Q: 3 clusters Score -2.259239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -22592380.000000 Penalty: 5963.993164
	Iteration 79Q: 3 clusters Score -2.259238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 165233 members 
Entering Unmasked Estep 
Score: -22592400.000000 Penalty: 5963.993164
	Iteration 80F: 3 clusters Score -2.25924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -22592406.000000 Penalty: 5963.993164
	Iteration 81Q: 3 clusters Score -2.259241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -22592404.000000 Penalty: 5963.993164
	Iteration 82Q: 3 clusters Score -2.25924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -22592402.000000 Penalty: 5963.993164
	Iteration 83Q: 3 clusters Score -2.25924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -22592400.000000 Penalty: 5963.993164
	Iteration 84Q: 3 clusters Score -2.25924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 165276 members 
Entering Unmasked Estep 
Score: -22592376.000000 Penalty: 5963.993164
	Iteration 85Q: 3 clusters Score -2.259238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -22592398.000000 Penalty: 5963.993164
	Iteration 86Q: 3 clusters Score -2.25924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 165278 members 
Entering Unmasked Estep 
Score: -22592404.000000 Penalty: 5963.993164
	Iteration 87Q: 3 clusters Score -2.25924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 165278 members 
Entering Unmasked Estep 
Score: -22592404.000000 Penalty: 5963.993164
	Iteration 88F: 3 clusters Score -2.25924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Entering Unmasked Estep 
Score: -3536394.250000 Penalty: 2520.873535
	Iteration 0F: 2 clusters Score -3536394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3518440.750000 Penalty: 5041.747070
	Iteration 0F: 3 clusters Score -3518441 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3524797.750000 Penalty: 5041.747070
	Iteration 1F: 3 clusters Score -3524798 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3525199.500000 Penalty: 5041.747070
	Iteration 2Q: 3 clusters Score -3525200 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3525511.750000 Penalty: 5041.747070
	Iteration 3Q: 3 clusters Score -3525512 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3525799.750000 Penalty: 5041.747070
	Iteration 4Q: 3 clusters Score -3525800 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3526117.500000 Penalty: 5041.747070
	Iteration 5Q: 3 clusters Score -3526118 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3526489.500000 Penalty: 5041.747070
	Iteration 6Q: 3 clusters Score -3526490 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3526971.750000 Penalty: 5041.747070
	Iteration 7Q: 3 clusters Score -3526972 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3527716.750000 Penalty: 5041.747070
	Iteration 8F: 3 clusters Score -3527717 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3528751.000000 Penalty: 5041.747070
	Iteration 9F: 3 clusters Score -3528751 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3530015.250000 Penalty: 5041.747070
	Iteration 10F: 3 clusters Score -3530015 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3531358.000000 Penalty: 5041.747070
	Iteration 11F: 3 clusters Score -3531358 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3532452.250000 Penalty: 5041.747070
	Iteration 12Q: 3 clusters Score -3532452 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3533129.000000 Penalty: 5041.747070
	Iteration 13Q: 3 clusters Score -3533129 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3533572.000000 Penalty: 5041.747070
	Iteration 14Q: 3 clusters Score -3533572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3533827.250000 Penalty: 5041.747070
	Iteration 15Q: 3 clusters Score -3533827 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3533996.500000 Penalty: 5041.747070
	Iteration 16Q: 3 clusters Score -3533996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3534079.250000 Penalty: 5041.747070
	Iteration 17Q: 3 clusters Score -3534079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3534119.250000 Penalty: 5041.747070
	Iteration 18Q: 3 clusters Score -3534119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3534145.000000 Penalty: 5041.747070
	Iteration 19Q: 3 clusters Score -3534145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3534150.500000 Penalty: 5041.747070
	Iteration 20F: 3 clusters Score -3534150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3534160.750000 Penalty: 5041.747070
	Iteration 21Q: 3 clusters Score -3534161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3534163.500000 Penalty: 5041.747070
	Iteration 22Q: 3 clusters Score -3534164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3534175.250000 Penalty: 5041.747070
	Iteration 23Q: 3 clusters Score -3534175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3534181.250000 Penalty: 5041.747070
	Iteration 24Q: 3 clusters Score -3534181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3534180.250000 Penalty: 5041.747070
	Iteration 25Q: 3 clusters Score -3534180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3534183.750000 Penalty: 5041.747070
	Iteration 26Q: 3 clusters Score -3534184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3534184.500000 Penalty: 5041.747070
	Iteration 27Q: 3 clusters Score -3534184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3534186.250000 Penalty: 5041.747070
	Iteration 28Q: 3 clusters Score -3534186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3534185.500000 Penalty: 5041.747070
	Iteration 29Q: 3 clusters Score -3534186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3534184.500000 Penalty: 5041.747070
	Iteration 30Q: 3 clusters Score -3534184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3534184.500000 Penalty: 5041.747070
	Iteration 31F: 3 clusters Score -3534184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 164 members 
Entering Unmasked Estep 
Score: -37605.207031 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37605.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37788.601562 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37788.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37891.300781 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -37891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38033.523438 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -38033.52 nChanged 11
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: -38111.070312 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -38111.07 nChanged 13
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: -38279.863281 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -38279.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38364.449219 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -38364.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38404.285156 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -38404.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38407.675781 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -38407.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38421.191406 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -38421.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38432.132812 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -38432.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38437.050781 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -38437.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38437.050781 Penalty: 2899.833740
	Iteration 12F: 3 clusters Score -38437.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -226175.656250 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -226175.7 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 901 members 
Entering Unmasked Estep 
Score: -223709.921875 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -223709.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224379.359375 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -224379.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225002.515625 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -225002.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225586.250000 Penalty: 3721.905029
	Iteration 3F: 3 clusters Score -225586.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -226001.562500 Penalty: 3721.905029
	Iteration 4F: 3 clusters Score -226001.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -226317.984375 Penalty: 3721.905029
	Iteration 5F: 3 clusters Score -226318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -226514.015625 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -226514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -226618.750000 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -226618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -226652.687500 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -226652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -226675.984375 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -226676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -226681.515625 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -226681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -226684.703125 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -226684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -226684.703125 Penalty: 3721.905029
	Iteration 12F: 3 clusters Score -226684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 4 contains 499 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 19114 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 162322 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 30984 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 166738 members 
Mstep: Class 15 contains 25973 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162578 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24841 members 
Mstep: Class 24 contains 76586 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126448600.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126449936.000000 to -126448600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 90 members 
Entering Unmasked Estep 
Score: -19226.732422 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19226.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19367.693359 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19367.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19465.078125 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19465.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19523.298828 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19540.222656 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19540.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19550.675781 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -19550.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19559.914062 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -19559.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19559.914062 Penalty: 2635.350342
	Iteration 7F: 3 clusters Score -19559.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Entering Unmasked Estep 
Score: -22035472.000000 Penalty: 2975.730469
	Iteration 0F: 2 clusters Score -2.203547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -21929350.000000 Penalty: 5951.460938
	Iteration 0F: 3 clusters Score -2.192935e+07 nChanged 77744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 84880 members 
Entering Unmasked Estep 
Score: -21975300.000000 Penalty: 5951.460938
	Iteration 1F: 3 clusters Score -2.19753e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -21976854.000000 Penalty: 5951.460938
	Iteration 2Q: 3 clusters Score -2.197685e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -21978730.000000 Penalty: 5951.460938
	Iteration 3Q: 3 clusters Score -2.197873e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -21981122.000000 Penalty: 5951.460938
	Iteration 4Q: 3 clusters Score -2.198112e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -21983874.000000 Penalty: 5951.460938
	Iteration 5Q: 3 clusters Score -2.198387e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -21987670.000000 Penalty: 5951.460938
	Iteration 6Q: 3 clusters Score -2.198767e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -21992796.000000 Penalty: 5951.460938
	Iteration 7F: 3 clusters Score -2.19928e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -21999188.000000 Penalty: 5951.460938
	Iteration 8F: 3 clusters Score -2.199919e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -22006064.000000 Penalty: 5951.460938
	Iteration 9F: 3 clusters Score -2.200606e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 131651 members 
Entering Unmasked Estep 
Score: -22012136.000000 Penalty: 5951.460938
	Iteration 10F: 3 clusters Score -2.201214e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -22016816.000000 Penalty: 5951.460938
	Iteration 11Q: 3 clusters Score -2.201682e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 141139 members 
Entering Unmasked Estep 
Score: -22019976.000000 Penalty: 5951.460938
	Iteration 12Q: 3 clusters Score -2.201998e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -22022268.000000 Penalty: 5951.460938
	Iteration 13Q: 3 clusters Score -2.202227e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -22024036.000000 Penalty: 5951.460938
	Iteration 14Q: 3 clusters Score -2.202404e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -22025580.000000 Penalty: 5951.460938
	Iteration 15Q: 3 clusters Score -2.202558e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -22026872.000000 Penalty: 5951.460938
	Iteration 16Q: 3 clusters Score -2.202687e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -22027908.000000 Penalty: 5951.460938
	Iteration 17Q: 3 clusters Score -2.202791e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 154634 members 
Entering Unmasked Estep 
Score: -22028780.000000 Penalty: 5951.460938
	Iteration 18Q: 3 clusters Score -2.202878e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -22029482.000000 Penalty: 5951.460938
	Iteration 19Q: 3 clusters Score -2.202948e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -22030124.000000 Penalty: 5951.460938
	Iteration 20F: 3 clusters Score -2.203012e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 157975 members 
Entering Unmasked Estep 
Score: -22030664.000000 Penalty: 5951.460938
	Iteration 21Q: 3 clusters Score -2.203066e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -22031074.000000 Penalty: 5951.460938
	Iteration 22Q: 3 clusters Score -2.203107e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22031512.000000 Penalty: 5951.460938
	Iteration 23Q: 3 clusters Score -2.203151e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -22031790.000000 Penalty: 5951.460938
	Iteration 24Q: 3 clusters Score -2.203179e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 160179 members 
Entering Unmasked Estep 
Score: -22031940.000000 Penalty: 5951.460938
	Iteration 25Q: 3 clusters Score -2.203194e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 160460 members 
Entering Unmasked Estep 
Score: -22032104.000000 Penalty: 5951.460938
	Iteration 26Q: 3 clusters Score -2.20321e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -22032272.000000 Penalty: 5951.460938
	Iteration 27Q: 3 clusters Score -2.203227e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -22032434.000000 Penalty: 5951.460938
	Iteration 28Q: 3 clusters Score -2.203243e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -22032548.000000 Penalty: 5951.460938
	Iteration 29Q: 3 clusters Score -2.203255e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -22032610.000000 Penalty: 5951.460938
	Iteration 30Q: 3 clusters Score -2.203261e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 161249 members 
Entering Unmasked Estep 
Score: -22032670.000000 Penalty: 5951.460938
	Iteration 31Q: 3 clusters Score -2.203267e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -22032720.000000 Penalty: 5951.460938
	Iteration 32Q: 3 clusters Score -2.203272e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -22032750.000000 Penalty: 5951.460938
	Iteration 33Q: 3 clusters Score -2.203275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -22032798.000000 Penalty: 5951.460938
	Iteration 34Q: 3 clusters Score -2.20328e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -22032828.000000 Penalty: 5951.460938
	Iteration 35Q: 3 clusters Score -2.203283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -22032856.000000 Penalty: 5951.460938
	Iteration 36Q: 3 clusters Score -2.203286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -22032872.000000 Penalty: 5951.460938
	Iteration 37Q: 3 clusters Score -2.203287e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 161561 members 
Entering Unmasked Estep 
Score: -22032898.000000 Penalty: 5951.460938
	Iteration 38Q: 3 clusters Score -2.20329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 161595 members 
Entering Unmasked Estep 
Score: -22032906.000000 Penalty: 5951.460938
	Iteration 39Q: 3 clusters Score -2.203291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -22032952.000000 Penalty: 5951.460938
	Iteration 40F: 3 clusters Score -2.203295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -22032942.000000 Penalty: 5951.460938
	Iteration 41Q: 3 clusters Score -2.203294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -22032980.000000 Penalty: 5951.460938
	Iteration 42Q: 3 clusters Score -2.203298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -22032992.000000 Penalty: 5951.460938
	Iteration 43Q: 3 clusters Score -2.203299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 161684 members 
Entering Unmasked Estep 
Score: -22032994.000000 Penalty: 5951.460938
	Iteration 44Q: 3 clusters Score -2.203299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -22032998.000000 Penalty: 5951.460938
	Iteration 45Q: 3 clusters Score -2.2033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -22032994.000000 Penalty: 5951.460938
	Iteration 46Q: 3 clusters Score -2.203299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -22032986.000000 Penalty: 5951.460938
	Iteration 47Q: 3 clusters Score -2.203299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 161703 members 
Entering Unmasked Estep 
Score: -22032986.000000 Penalty: 5951.460938
	Iteration 48Q: 3 clusters Score -2.203299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 161711 members 
Entering Unmasked Estep 
Score: -22032996.000000 Penalty: 5951.460938
	Iteration 49Q: 3 clusters Score -2.2033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -22033016.000000 Penalty: 5951.460938
	Iteration 50Q: 3 clusters Score -2.203302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -22033016.000000 Penalty: 5951.460938
	Iteration 51Q: 3 clusters Score -2.203302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -22033004.000000 Penalty: 5951.460938
	Iteration 52Q: 3 clusters Score -2.2033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -22033024.000000 Penalty: 5951.460938
	Iteration 53Q: 3 clusters Score -2.203302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -22033020.000000 Penalty: 5951.460938
	Iteration 54Q: 3 clusters Score -2.203302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -22033014.000000 Penalty: 5951.460938
	Iteration 55Q: 3 clusters Score -2.203301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -22033016.000000 Penalty: 5951.460938
	Iteration 56Q: 3 clusters Score -2.203302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 161729 members 
Entering Unmasked Estep 
Score: -22033018.000000 Penalty: 5951.460938
	Iteration 57Q: 3 clusters Score -2.203302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -22033002.000000 Penalty: 5951.460938
	Iteration 58Q: 3 clusters Score -2.2033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -22033004.000000 Penalty: 5951.460938
	Iteration 59Q: 3 clusters Score -2.2033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -22033006.000000 Penalty: 5951.460938
	Iteration 60F: 3 clusters Score -2.203301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 161733 members 
Entering Unmasked Estep 
Score: -22033016.000000 Penalty: 5951.460938
	Iteration 61Q: 3 clusters Score -2.203302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -22033010.000000 Penalty: 5951.460938
	Iteration 62Q: 3 clusters Score -2.203301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -22033014.000000 Penalty: 5951.460938
	Iteration 63Q: 3 clusters Score -2.203301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -22033028.000000 Penalty: 5951.460938
	Iteration 64Q: 3 clusters Score -2.203303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -22033036.000000 Penalty: 5951.460938
	Iteration 65Q: 3 clusters Score -2.203304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -22033036.000000 Penalty: 5951.460938
	Iteration 66Q: 3 clusters Score -2.203304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -22033026.000000 Penalty: 5951.460938
	Iteration 67Q: 3 clusters Score -2.203303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -22033026.000000 Penalty: 5951.460938
	Iteration 68Q: 3 clusters Score -2.203303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -22033030.000000 Penalty: 5951.460938
	Iteration 69Q: 3 clusters Score -2.203303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -22033030.000000 Penalty: 5951.460938
	Iteration 70F: 3 clusters Score -2.203303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1533957.875000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -1533958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1524456.375000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -1524456 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1527450.750000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -1527451 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1527918.375000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -1527918 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1528539.625000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -1528540 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1529414.625000 Penalty: 4691.081543
	Iteration 4F: 3 clusters Score -1529415 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1530320.375000 Penalty: 4691.081543
	Iteration 5F: 3 clusters Score -1530320 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1530997.875000 Penalty: 4691.081543
	Iteration 6F: 3 clusters Score -1530998 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1531491.875000 Penalty: 4691.081543
	Iteration 7F: 3 clusters Score -1531492 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1531807.250000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -1531807 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1532083.750000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -1532084 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1532279.375000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -1532279 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1532391.750000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -1532392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1532454.000000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -1532454 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1532508.625000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -1532509 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1532536.625000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -1532537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1532557.250000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -1532557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1532568.500000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -1532568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1532583.750000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -1532584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1532589.875000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -1532590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1532595.125000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -1532595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1532598.500000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -1532598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1532598.500000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -1532598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1532605.875000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -1532606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1532605.500000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -1532606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1532607.125000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -1532607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1532605.125000 Penalty: 4691.081543
	Iteration 25Q: 3 clusters Score -1532605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1532602.250000 Penalty: 4691.081543
	Iteration 26Q: 3 clusters Score -1532602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1532604.250000 Penalty: 4691.081543
	Iteration 27Q: 3 clusters Score -1532604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1532604.750000 Penalty: 4691.081543
	Iteration 28Q: 3 clusters Score -1532605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1532608.125000 Penalty: 4691.081543
	Iteration 29Q: 3 clusters Score -1532608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1532609.750000 Penalty: 4691.081543
	Iteration 30Q: 3 clusters Score -1532610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1532611.750000 Penalty: 4691.081543
	Iteration 31Q: 3 clusters Score -1532612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1532610.375000 Penalty: 4691.081543
	Iteration 32Q: 3 clusters Score -1532610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1532611.500000 Penalty: 4691.081543
	Iteration 33Q: 3 clusters Score -1532612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1532615.500000 Penalty: 4691.081543
	Iteration 34Q: 3 clusters Score -1532616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1532614.625000 Penalty: 4691.081543
	Iteration 35Q: 3 clusters Score -1532615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1532612.000000 Penalty: 4691.081543
	Iteration 36Q: 3 clusters Score -1532612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1532614.250000 Penalty: 4691.081543
	Iteration 37Q: 3 clusters Score -1532614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1532614.125000 Penalty: 4691.081543
	Iteration 38Q: 3 clusters Score -1532614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1532613.625000 Penalty: 4691.081543
	Iteration 39Q: 3 clusters Score -1532614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1532613.125000 Penalty: 4691.081543
	Iteration 40F: 3 clusters Score -1532613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1532614.500000 Penalty: 4691.081543
	Iteration 41Q: 3 clusters Score -1532614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1532614.125000 Penalty: 4691.081543
	Iteration 42Q: 3 clusters Score -1532614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1532614.750000 Penalty: 4691.081543
	Iteration 43Q: 3 clusters Score -1532615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1532614.750000 Penalty: 4691.081543
	Iteration 44F: 3 clusters Score -1532615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -12134.986328 Penalty: 1225.527344
	Iteration 0F: 2 clusters Score -12134.99 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 66 members 
Entering Unmasked Estep 
Score: -11247.367188 Penalty: 2451.054688
	Iteration 0F: 3 clusters Score -11247.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11329.903320 Penalty: 2451.054688
	Iteration 1F: 3 clusters Score -11329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11347.431641 Penalty: 2451.054688
	Iteration 2Q: 3 clusters Score -11347.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11397.773438 Penalty: 2451.054688
	Iteration 3Q: 3 clusters Score -11397.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11461.503906 Penalty: 2451.054688
	Iteration 4Q: 3 clusters Score -11461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11504.620117 Penalty: 2451.054688
	Iteration 5Q: 3 clusters Score -11504.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11514.002930 Penalty: 2451.054688
	Iteration 6Q: 3 clusters Score -11514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11514.002930 Penalty: 2451.054688
	Iteration 7F: 3 clusters Score -11514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 303 members 
Entering Unmasked Estep 
Score: -68908.351562 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68908.35 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69144.085938 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69144.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69255.593750 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69255.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69352.562500 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -69352.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69438.820312 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69438.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69539.742188 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69539.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69643.687500 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69643.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69762.984375 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69762.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69828.445312 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69828.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69864.500000 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69864.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69898.250000 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69898.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69942.031250 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69942.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69992.500000 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70032.148438 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -70032.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70046.242188 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -70046.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70052.218750 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -70052.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70052.218750 Penalty: 3173.703125
	Iteration 16F: 3 clusters Score -70052.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Entering Unmasked Estep 
Score: -3409066.000000 Penalty: 2509.822266
	Iteration 0F: 2 clusters Score -3409066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3391741.750000 Penalty: 5019.644531
	Iteration 0F: 3 clusters Score -3391742 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3397782.000000 Penalty: 5019.644531
	Iteration 1F: 3 clusters Score -3397782 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3398159.250000 Penalty: 5019.644531
	Iteration 2Q: 3 clusters Score -3398159 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3398455.500000 Penalty: 5019.644531
	Iteration 3Q: 3 clusters Score -3398456 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3398690.500000 Penalty: 5019.644531
	Iteration 4Q: 3 clusters Score -3398690 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3398901.750000 Penalty: 5019.644531
	Iteration 5Q: 3 clusters Score -3398902 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3399084.750000 Penalty: 5019.644531
	Iteration 6Q: 3 clusters Score -3399085 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3399292.250000 Penalty: 5019.644531
	Iteration 7Q: 3 clusters Score -3399292 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3399485.000000 Penalty: 5019.644531
	Iteration 8Q: 3 clusters Score -3399485 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3399742.250000 Penalty: 5019.644531
	Iteration 9Q: 3 clusters Score -3399742 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3400011.250000 Penalty: 5019.644531
	Iteration 10Q: 3 clusters Score -3400011 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3400384.500000 Penalty: 5019.644531
	Iteration 11Q: 3 clusters Score -3400384 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3400933.250000 Penalty: 5019.644531
	Iteration 12Q: 3 clusters Score -3400933 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3401579.000000 Penalty: 5019.644531
	Iteration 13Q: 3 clusters Score -3401579 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3402428.750000 Penalty: 5019.644531
	Iteration 14Q: 3 clusters Score -3402429 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3403370.500000 Penalty: 5019.644531
	Iteration 15Q: 3 clusters Score -3403370 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3404255.250000 Penalty: 5019.644531
	Iteration 16Q: 3 clusters Score -3404255 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3405009.500000 Penalty: 5019.644531
	Iteration 17Q: 3 clusters Score -3405010 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3405550.750000 Penalty: 5019.644531
	Iteration 18Q: 3 clusters Score -3405551 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3405878.250000 Penalty: 5019.644531
	Iteration 19Q: 3 clusters Score -3405878 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3406138.250000 Penalty: 5019.644531
	Iteration 20F: 3 clusters Score -3406138 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3406342.500000 Penalty: 5019.644531
	Iteration 21Q: 3 clusters Score -3406342 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3406481.500000 Penalty: 5019.644531
	Iteration 22Q: 3 clusters Score -3406482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3406580.500000 Penalty: 5019.644531
	Iteration 23Q: 3 clusters Score -3406580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3406677.250000 Penalty: 5019.644531
	Iteration 24Q: 3 clusters Score -3406677 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3406731.250000 Penalty: 5019.644531
	Iteration 25Q: 3 clusters Score -3406731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3406760.750000 Penalty: 5019.644531
	Iteration 26Q: 3 clusters Score -3406761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3406783.250000 Penalty: 5019.644531
	Iteration 27Q: 3 clusters Score -3406783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3406795.750000 Penalty: 5019.644531
	Iteration 28Q: 3 clusters Score -3406796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3406806.000000 Penalty: 5019.644531
	Iteration 29Q: 3 clusters Score -3406806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3406815.000000 Penalty: 5019.644531
	Iteration 30Q: 3 clusters Score -3406815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3406823.250000 Penalty: 5019.644531
	Iteration 31Q: 3 clusters Score -3406823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3406828.250000 Penalty: 5019.644531
	Iteration 32Q: 3 clusters Score -3406828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3406831.750000 Penalty: 5019.644531
	Iteration 33Q: 3 clusters Score -3406832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3406833.750000 Penalty: 5019.644531
	Iteration 34Q: 3 clusters Score -3406834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3406833.000000 Penalty: 5019.644531
	Iteration 35Q: 3 clusters Score -3406833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3406839.750000 Penalty: 5019.644531
	Iteration 36Q: 3 clusters Score -3406840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3406843.000000 Penalty: 5019.644531
	Iteration 37Q: 3 clusters Score -3406843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3406847.000000 Penalty: 5019.644531
	Iteration 38Q: 3 clusters Score -3406847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3406848.250000 Penalty: 5019.644531
	Iteration 39Q: 3 clusters Score -3406848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3406847.750000 Penalty: 5019.644531
	Iteration 40F: 3 clusters Score -3406848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3406847.000000 Penalty: 5019.644531
	Iteration 41Q: 3 clusters Score -3406847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3406844.000000 Penalty: 5019.644531
	Iteration 42Q: 3 clusters Score -3406844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3406851.000000 Penalty: 5019.644531
	Iteration 43Q: 3 clusters Score -3406851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3406852.000000 Penalty: 5019.644531
	Iteration 44Q: 3 clusters Score -3406852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3406853.000000 Penalty: 5019.644531
	Iteration 45Q: 3 clusters Score -3406853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3406853.250000 Penalty: 5019.644531
	Iteration 46Q: 3 clusters Score -3406853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3406853.000000 Penalty: 5019.644531
	Iteration 47Q: 3 clusters Score -3406853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3406858.000000 Penalty: 5019.644531
	Iteration 48Q: 3 clusters Score -3406858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3406856.750000 Penalty: 5019.644531
	Iteration 49Q: 3 clusters Score -3406857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3406868.250000 Penalty: 5019.644531
	Iteration 50Q: 3 clusters Score -3406868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3406868.750000 Penalty: 5019.644531
	Iteration 51Q: 3 clusters Score -3406869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3406878.000000 Penalty: 5019.644531
	Iteration 52Q: 3 clusters Score -3406878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3406879.250000 Penalty: 5019.644531
	Iteration 53Q: 3 clusters Score -3406879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3406879.750000 Penalty: 5019.644531
	Iteration 54Q: 3 clusters Score -3406880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3406881.000000 Penalty: 5019.644531
	Iteration 55Q: 3 clusters Score -3406881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3406881.000000 Penalty: 5019.644531
	Iteration 56F: 3 clusters Score -3406881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Entering Unmasked Estep 
Score: -10099819.000000 Penalty: 2789.050293
	Iteration 0F: 2 clusters Score -1.009982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -10048463.000000 Penalty: 5578.100586
	Iteration 0F: 3 clusters Score -1.004846e+07 nChanged 36004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10068749.000000 Penalty: 5578.100586
	Iteration 1F: 3 clusters Score -1.006875e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -10069431.000000 Penalty: 5578.100586
	Iteration 2Q: 3 clusters Score -1.006943e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -10070285.000000 Penalty: 5578.100586
	Iteration 3Q: 3 clusters Score -1.007028e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -10071308.000000 Penalty: 5578.100586
	Iteration 4Q: 3 clusters Score -1.007131e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -10072654.000000 Penalty: 5578.100586
	Iteration 5Q: 3 clusters Score -1.007265e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -10074420.000000 Penalty: 5578.100586
	Iteration 6Q: 3 clusters Score -1.007442e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -10076791.000000 Penalty: 5578.100586
	Iteration 7F: 3 clusters Score -1.007679e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -10079256.000000 Penalty: 5578.100586
	Iteration 8F: 3 clusters Score -1.007926e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -10081902.000000 Penalty: 5578.100586
	Iteration 9F: 3 clusters Score -1.00819e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -10084350.000000 Penalty: 5578.100586
	Iteration 10F: 3 clusters Score -1.008435e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -10086762.000000 Penalty: 5578.100586
	Iteration 11Q: 3 clusters Score -1.008676e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -10089150.000000 Penalty: 5578.100586
	Iteration 12Q: 3 clusters Score -1.008915e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -10091455.000000 Penalty: 5578.100586
	Iteration 13Q: 3 clusters Score -1.009146e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -10093353.000000 Penalty: 5578.100586
	Iteration 14Q: 3 clusters Score -1.009335e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -10094830.000000 Penalty: 5578.100586
	Iteration 15Q: 3 clusters Score -1.009483e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -10095786.000000 Penalty: 5578.100586
	Iteration 16Q: 3 clusters Score -1.009579e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -10096472.000000 Penalty: 5578.100586
	Iteration 17Q: 3 clusters Score -1.009647e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -10096842.000000 Penalty: 5578.100586
	Iteration 18Q: 3 clusters Score -1.009684e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -10097112.000000 Penalty: 5578.100586
	Iteration 19Q: 3 clusters Score -1.009711e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -10097271.000000 Penalty: 5578.100586
	Iteration 20F: 3 clusters Score -1.009727e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -10097370.000000 Penalty: 5578.100586
	Iteration 21Q: 3 clusters Score -1.009737e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -10097442.000000 Penalty: 5578.100586
	Iteration 22Q: 3 clusters Score -1.009744e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -10097491.000000 Penalty: 5578.100586
	Iteration 23Q: 3 clusters Score -1.009749e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -10097527.000000 Penalty: 5578.100586
	Iteration 24Q: 3 clusters Score -1.009753e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -10097564.000000 Penalty: 5578.100586
	Iteration 25Q: 3 clusters Score -1.009756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -10097569.000000 Penalty: 5578.100586
	Iteration 26Q: 3 clusters Score -1.009757e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -10097590.000000 Penalty: 5578.100586
	Iteration 27Q: 3 clusters Score -1.009759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -10097580.000000 Penalty: 5578.100586
	Iteration 28Q: 3 clusters Score -1.009758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -10097617.000000 Penalty: 5578.100586
	Iteration 29Q: 3 clusters Score -1.009762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -10097631.000000 Penalty: 5578.100586
	Iteration 30Q: 3 clusters Score -1.009763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -10097632.000000 Penalty: 5578.100586
	Iteration 31Q: 3 clusters Score -1.009763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -10097639.000000 Penalty: 5578.100586
	Iteration 32Q: 3 clusters Score -1.009764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -10097634.000000 Penalty: 5578.100586
	Iteration 33Q: 3 clusters Score -1.009763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -10097631.000000 Penalty: 5578.100586
	Iteration 34Q: 3 clusters Score -1.009763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -10097642.000000 Penalty: 5578.100586
	Iteration 35Q: 3 clusters Score -1.009764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -10097645.000000 Penalty: 5578.100586
	Iteration 36Q: 3 clusters Score -1.009764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -10097653.000000 Penalty: 5578.100586
	Iteration 37Q: 3 clusters Score -1.009765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -10097646.000000 Penalty: 5578.100586
	Iteration 38Q: 3 clusters Score -1.009765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -10097643.000000 Penalty: 5578.100586
	Iteration 39Q: 3 clusters Score -1.009764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -10097656.000000 Penalty: 5578.100586
	Iteration 40F: 3 clusters Score -1.009766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -10097646.000000 Penalty: 5578.100586
	Iteration 41Q: 3 clusters Score -1.009765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -10097655.000000 Penalty: 5578.100586
	Iteration 42Q: 3 clusters Score -1.009766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -10097658.000000 Penalty: 5578.100586
	Iteration 43Q: 3 clusters Score -1.009766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -10097666.000000 Penalty: 5578.100586
	Iteration 44Q: 3 clusters Score -1.009767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -10097674.000000 Penalty: 5578.100586
	Iteration 45Q: 3 clusters Score -1.009767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -10097671.000000 Penalty: 5578.100586
	Iteration 46Q: 3 clusters Score -1.009767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -10097657.000000 Penalty: 5578.100586
	Iteration 47Q: 3 clusters Score -1.009766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -10097663.000000 Penalty: 5578.100586
	Iteration 48Q: 3 clusters Score -1.009766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -10097685.000000 Penalty: 5578.100586
	Iteration 49Q: 3 clusters Score -1.009768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -10097679.000000 Penalty: 5578.100586
	Iteration 50Q: 3 clusters Score -1.009768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -10097679.000000 Penalty: 5578.100586
	Iteration 51F: 3 clusters Score -1.009768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -58567.687500 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -58567.69 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 237 members 
Entering Unmasked Estep 
Score: -57048.359375 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -57048.36 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57287.578125 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -57287.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57406.085938 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -57406.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57480.824219 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -57480.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57547.953125 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -57547.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57642.562500 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -57642.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57732.460938 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -57732.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57860.394531 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -57860.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57939.554688 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -57939.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58015.183594 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -58015.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58098.339844 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -58098.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58180.804688 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -58180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58242.804688 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -58242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58398.519531 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -58398.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58522.222656 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -58522.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58572.031250 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -58572.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58572.031250 Penalty: 3073.436279
	Iteration 16F: 3 clusters Score -58572.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 4 contains 197 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 19114 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 162322 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 30984 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 166738 members 
Mstep: Class 15 contains 25973 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162578 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24841 members 
Mstep: Class 24 contains 76586 members 
Mstep: Class 25 contains 294 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126447872.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126449936.000000 to -126447872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -144031.703125 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -144031.7 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 700 members 
Entering Unmasked Estep 
Score: -141847.093750 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -141847.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142197.890625 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -142197.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142331.500000 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -142331.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142397.515625 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -142397.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142449.562500 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -142449.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142489.046875 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -142489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142513.421875 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -142513.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142525.796875 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -142525.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142545.484375 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -142545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142561.171875 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -142561.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142577.578125 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -142577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142590.015625 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -142590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142597.796875 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -142597.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142613.359375 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -142613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142629.359375 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -142629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142642.046875 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -142642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142657.234375 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -142657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142668.953125 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -142669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142672.796875 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -142672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142675.125000 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -142675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142676.656250 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -142676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 252 members 
Entering Unmasked Estep 
Score: -50875.070312 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50875.07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51410.757812 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51410.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51784.375000 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51784.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51949.316406 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -51949.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52060.519531 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -52060.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52189.910156 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52189.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52362.218750 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52362.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52512.468750 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52512.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52624.730469 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -52624.73 nChanged 7
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: -52702.531250 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -52702.53 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: -52733.738281 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -52733.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52744.574219 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -52744.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52751.199219 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -52751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52766.492188 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -52766.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52797.652344 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -52797.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52819.128906 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -52819.13 nChanged 4
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: -52854.386719 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -52854.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52928.011719 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -52928.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53003.777344 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -53003.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53034.386719 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -53034.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53034.386719 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -53034.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 19114 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 162322 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 30984 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 166738 members 
Mstep: Class 15 contains 25973 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162578 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24841 members 
Mstep: Class 24 contains 76586 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126448640.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126449936.000000 to -126448640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68387.640625 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68387.64 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68694.640625 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68694.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68895.335938 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68895.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68974.812500 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -68974.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69025.320312 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -69025.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69064.234375 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69064.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69116.468750 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69116.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69160.625000 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69160.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69212.078125 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -69212.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69238.039062 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -69238.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69247.742188 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -69247.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69257.015625 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -69257.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69257.015625 Penalty: 3162.012207
	Iteration 12F: 3 clusters Score -69257.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 19114 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 162322 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 30984 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 166738 members 
Mstep: Class 15 contains 25973 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162578 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24841 members 
Mstep: Class 24 contains 76586 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449784.000000 Penalty: 92212.148438
Iteration 159Q: 28 clusters Score -1.264498e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 34050 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 19109 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 162099 members 
Mstep: Class 9 contains 42684 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 30991 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 21707 members 
Mstep: Class 14 contains 166670 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162589 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24881 members 
Mstep: Class 24 contains 76547 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449944.000000 Penalty: 92212.148438
Iteration 160F: 28 clusters Score -1.264499e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 34022 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 19102 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 161928 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 30997 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 21736 members 
Mstep: Class 14 contains 166611 members 
Mstep: Class 15 contains 25770 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162573 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24914 members 
Mstep: Class 24 contains 76503 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450024.000000 Penalty: 92212.148438
Iteration 161Q: 28 clusters Score -1.2645e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 145671 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 34011 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 6 contains 19094 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 161762 members 
Mstep: Class 9 contains 42720 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 31000 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 21767 members 
Mstep: Class 14 contains 166590 members 
Mstep: Class 15 contains 25669 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162554 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24948 members 
Mstep: Class 24 contains 76451 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450080.000000 Penalty: 92212.148438
Iteration 162Q: 28 clusters Score -1.264501e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 146013 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 34001 members 
Mstep: Class 5 contains 7222 members 
Mstep: Class 6 contains 19087 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 161581 members 
Mstep: Class 9 contains 42741 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 30997 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 21806 members 
Mstep: Class 14 contains 166558 members 
Mstep: Class 15 contains 25595 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162530 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24966 members 
Mstep: Class 24 contains 76396 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449856.000000 Penalty: 92212.148438
Iteration 163Q: 28 clusters Score -1.264499e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 146297 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 33977 members 
Mstep: Class 5 contains 7226 members 
Mstep: Class 6 contains 19069 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 161485 members 
Mstep: Class 9 contains 42766 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31001 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 21840 members 
Mstep: Class 14 contains 166547 members 
Mstep: Class 15 contains 25516 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162497 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 76332 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450080.000000 Penalty: 92212.148438
Iteration 164Q: 28 clusters Score -1.264501e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 146555 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 33959 members 
Mstep: Class 5 contains 7230 members 
Mstep: Class 6 contains 19055 members 
Mstep: Class 7 contains 4988 members 
Mstep: Class 8 contains 161428 members 
Mstep: Class 9 contains 42800 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31005 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 21869 members 
Mstep: Class 14 contains 166554 members 
Mstep: Class 15 contains 25448 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162443 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24981 members 
Mstep: Class 24 contains 76263 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449720.000000 Penalty: 92212.148438
Iteration 165Q: 28 clusters Score -1.264497e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 146809 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 33964 members 
Mstep: Class 5 contains 7230 members 
Mstep: Class 6 contains 19043 members 
Mstep: Class 7 contains 4944 members 
Mstep: Class 8 contains 161346 members 
Mstep: Class 9 contains 42830 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 31015 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 21902 members 
Mstep: Class 14 contains 166537 members 
Mstep: Class 15 contains 25353 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162415 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24986 members 
Mstep: Class 24 contains 76203 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449712.000000 Penalty: 92212.148438
Iteration 166Q: 28 clusters Score -1.264497e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 33974 members 
Mstep: Class 5 contains 7231 members 
Mstep: Class 6 contains 19026 members 
Mstep: Class 7 contains 4912 members 
Mstep: Class 8 contains 161290 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 31030 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 21914 members 
Mstep: Class 14 contains 166504 members 
Mstep: Class 15 contains 25267 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162390 members 
Mstep: Class 20 contains 12800 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 76146 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449664.000000 Penalty: 92212.148438
Iteration 167Q: 28 clusters Score -1.264497e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 33965 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 19013 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 161203 members 
Mstep: Class 9 contains 42865 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31037 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 21919 members 
Mstep: Class 14 contains 166540 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162382 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 76082 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449760.000000 Penalty: 92212.148438
Iteration 168Q: 28 clusters Score -1.264498e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 33964 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 161110 members 
Mstep: Class 9 contains 42872 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 31049 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 21939 members 
Mstep: Class 14 contains 166521 members 
Mstep: Class 15 contains 25106 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162349 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 76053 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450056.000000 Penalty: 92212.148438
Iteration 169Q: 28 clusters Score -1.264501e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 33953 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 18979 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 161008 members 
Mstep: Class 9 contains 42869 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 31054 members 
Mstep: Class 12 contains 9482 members 
Mstep: Class 13 contains 21960 members 
Mstep: Class 14 contains 166538 members 
Mstep: Class 15 contains 25040 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162324 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24981 members 
Mstep: Class 24 contains 76014 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450016.000000 Penalty: 92212.148438
Iteration 170Q: 28 clusters Score -1.2645e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148029 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 33942 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 18964 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 160953 members 
Mstep: Class 9 contains 42877 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 31061 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 21987 members 
Mstep: Class 14 contains 166547 members 
Mstep: Class 15 contains 24965 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162282 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 75974 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450184.000000 Penalty: 92212.148438
Iteration 171Q: 28 clusters Score -1.264502e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 33937 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 18941 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 160914 members 
Mstep: Class 9 contains 42897 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31063 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 166575 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162239 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24984 members 
Mstep: Class 24 contains 75942 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449800.000000 Penalty: 92212.148438
Iteration 172Q: 28 clusters Score -1.264498e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 33935 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 18917 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 160883 members 
Mstep: Class 9 contains 42905 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31069 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 166599 members 
Mstep: Class 15 contains 24841 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162233 members 
Mstep: Class 20 contains 12800 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24976 members 
Mstep: Class 24 contains 75909 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449800.000000 Penalty: 92212.148438
Iteration 173Q: 28 clusters Score -1.264498e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 2483 members 
Mstep: Class 3 contains 33936 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 18891 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 160914 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 31069 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 166621 members 
Mstep: Class 15 contains 24762 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162201 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24970 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449920.000000 Penalty: 92212.148438
Iteration 174Q: 28 clusters Score -1.264499e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 33935 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 18874 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 160923 members 
Mstep: Class 9 contains 42936 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 22074 members 
Mstep: Class 14 contains 166648 members 
Mstep: Class 15 contains 24677 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162186 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24975 members 
Mstep: Class 24 contains 75838 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450080.000000 Penalty: 92212.148438
Iteration 175Q: 28 clusters Score -1.264501e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 33935 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 18851 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 160917 members 
Mstep: Class 9 contains 42950 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 31074 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22101 members 
Mstep: Class 14 contains 166713 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162150 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24977 members 
Mstep: Class 24 contains 75810 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450216.000000 Penalty: 92212.148438
Iteration 176Q: 28 clusters Score -1.264502e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 2486 members 
Mstep: Class 3 contains 33929 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 18836 members 
Mstep: Class 7 contains 4467 members 
Mstep: Class 8 contains 160894 members 
Mstep: Class 9 contains 42958 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31077 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 166834 members 
Mstep: Class 15 contains 24537 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162141 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 75775 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450224.000000 Penalty: 92212.148438
Iteration 177Q: 28 clusters Score -1.264502e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148826 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 33921 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 160878 members 
Mstep: Class 9 contains 42973 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 31079 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22139 members 
Mstep: Class 14 contains 166950 members 
Mstep: Class 15 contains 24465 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162121 members 
Mstep: Class 20 contains 12809 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 75745 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450256.000000 Penalty: 92212.148438
Iteration 178Q: 28 clusters Score -1.264503e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 33913 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 18803 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 160884 members 
Mstep: Class 9 contains 42987 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31089 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22157 members 
Mstep: Class 14 contains 167089 members 
Mstep: Class 15 contains 24403 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162069 members 
Mstep: Class 20 contains 12809 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24981 members 
Mstep: Class 24 contains 75715 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450280.000000 Penalty: 92212.148438
Iteration 179Q: 28 clusters Score -1.264503e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 2488 members 
Mstep: Class 3 contains 33904 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 18786 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 160841 members 
Mstep: Class 9 contains 42991 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31093 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22172 members 
Mstep: Class 14 contains 167245 members 
Mstep: Class 15 contains 24344 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 162026 members 
Mstep: Class 20 contains 12811 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 75675 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450560.000000 Penalty: 92212.148438
Iteration 180F: 28 clusters Score -1.264506e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 33896 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 18770 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 160810 members 
Mstep: Class 9 contains 42989 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31094 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22184 members 
Mstep: Class 14 contains 167404 members 
Mstep: Class 15 contains 24294 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161989 members 
Mstep: Class 20 contains 12810 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24982 members 
Mstep: Class 24 contains 75646 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450512.000000 Penalty: 92212.148438
Iteration 181Q: 28 clusters Score -1.264505e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 33896 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 160797 members 
Mstep: Class 9 contains 42994 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 31093 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 167527 members 
Mstep: Class 15 contains 24235 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161960 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24976 members 
Mstep: Class 24 contains 75622 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450608.000000 Penalty: 92212.148438
Iteration 182Q: 28 clusters Score -1.264506e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 33887 members 
Mstep: Class 5 contains 7254 members 
Mstep: Class 6 contains 18738 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 160788 members 
Mstep: Class 9 contains 42985 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 31093 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22206 members 
Mstep: Class 14 contains 167655 members 
Mstep: Class 15 contains 24178 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161941 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24972 members 
Mstep: Class 24 contains 75593 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450488.000000 Penalty: 92212.148438
Iteration 183Q: 28 clusters Score -1.264505e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 33888 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 18715 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 160786 members 
Mstep: Class 9 contains 42977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 31092 members 
Mstep: Class 12 contains 9482 members 
Mstep: Class 13 contains 22220 members 
Mstep: Class 14 contains 167775 members 
Mstep: Class 15 contains 24093 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161905 members 
Mstep: Class 20 contains 12811 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24963 members 
Mstep: Class 24 contains 75582 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450632.000000 Penalty: 92212.148438
Iteration 184Q: 28 clusters Score -1.264506e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 33877 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18699 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 8 contains 160768 members 
Mstep: Class 9 contains 42969 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 31094 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 22217 members 
Mstep: Class 14 contains 167889 members 
Mstep: Class 15 contains 24008 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161904 members 
Mstep: Class 20 contains 12811 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 75569 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450720.000000 Penalty: 92212.148438
Iteration 185Q: 28 clusters Score -1.264507e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 33880 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18681 members 
Mstep: Class 7 contains 4114 members 
Mstep: Class 8 contains 160728 members 
Mstep: Class 9 contains 42958 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31101 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 167972 members 
Mstep: Class 15 contains 23926 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161896 members 
Mstep: Class 20 contains 12812 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 75546 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450704.000000 Penalty: 92212.148438
Iteration 186Q: 28 clusters Score -1.264507e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149441 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 33884 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18660 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160716 members 
Mstep: Class 9 contains 42939 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 31104 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 168060 members 
Mstep: Class 15 contains 23849 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161854 members 
Mstep: Class 20 contains 12813 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24949 members 
Mstep: Class 24 contains 75517 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450560.000000 Penalty: 92212.148438
Iteration 187Q: 28 clusters Score -1.264506e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149554 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 33890 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18636 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 160724 members 
Mstep: Class 9 contains 42930 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31104 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22236 members 
Mstep: Class 14 contains 168139 members 
Mstep: Class 15 contains 23763 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161810 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24934 members 
Mstep: Class 24 contains 75508 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450368.000000 Penalty: 92212.148438
Iteration 188Q: 28 clusters Score -1.264504e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 33887 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18610 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 160727 members 
Mstep: Class 9 contains 42922 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31100 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 168218 members 
Mstep: Class 15 contains 23677 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161778 members 
Mstep: Class 20 contains 12818 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24926 members 
Mstep: Class 24 contains 75504 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450328.000000 Penalty: 92212.148438
Iteration 189Q: 28 clusters Score -1.264503e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 33888 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 160741 members 
Mstep: Class 9 contains 42914 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31097 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22247 members 
Mstep: Class 14 contains 168287 members 
Mstep: Class 15 contains 23581 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161743 members 
Mstep: Class 20 contains 12822 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24924 members 
Mstep: Class 24 contains 75498 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450336.000000 Penalty: 92212.148438
Iteration 190Q: 28 clusters Score -1.264503e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 33892 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 160775 members 
Mstep: Class 9 contains 42910 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 168352 members 
Mstep: Class 15 contains 23508 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161699 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24919 members 
Mstep: Class 24 contains 75493 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450440.000000 Penalty: 92212.148438
Iteration 191Q: 28 clusters Score -1.264504e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 33894 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 18559 members 
Mstep: Class 7 contains 3902 members 
Mstep: Class 8 contains 160856 members 
Mstep: Class 9 contains 42913 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31092 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22257 members 
Mstep: Class 14 contains 168389 members 
Mstep: Class 15 contains 23455 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161644 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24915 members 
Mstep: Class 24 contains 75491 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450592.000000 Penalty: 92212.148438
Iteration 192Q: 28 clusters Score -1.264506e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 33886 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 18542 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 160926 members 
Mstep: Class 9 contains 42906 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31099 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22257 members 
Mstep: Class 14 contains 168456 members 
Mstep: Class 15 contains 23381 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161585 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24918 members 
Mstep: Class 24 contains 75478 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450680.000000 Penalty: 92212.148438
Iteration 193Q: 28 clusters Score -1.264507e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 33885 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 18533 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 160968 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31104 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22260 members 
Mstep: Class 14 contains 168511 members 
Mstep: Class 15 contains 23310 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161509 members 
Mstep: Class 20 contains 12832 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24927 members 
Mstep: Class 24 contains 75470 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450800.000000 Penalty: 92212.148438
Iteration 194Q: 28 clusters Score -1.264508e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 33881 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 18522 members 
Mstep: Class 7 contains 3817 members 
Mstep: Class 8 contains 160993 members 
Mstep: Class 9 contains 42898 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31106 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22254 members 
Mstep: Class 14 contains 168577 members 
Mstep: Class 15 contains 23238 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161430 members 
Mstep: Class 20 contains 12835 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24930 members 
Mstep: Class 24 contains 75445 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450592.000000 Penalty: 92212.148438
Iteration 195Q: 28 clusters Score -1.264506e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150246 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 33876 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 18507 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 161012 members 
Mstep: Class 9 contains 42902 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31107 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 168666 members 
Mstep: Class 15 contains 23176 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161352 members 
Mstep: Class 20 contains 12834 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24935 members 
Mstep: Class 24 contains 75435 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450256.000000 Penalty: 92212.148438
Iteration 196Q: 28 clusters Score -1.264503e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 33869 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 18498 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 161029 members 
Mstep: Class 9 contains 42904 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31106 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22243 members 
Mstep: Class 14 contains 168724 members 
Mstep: Class 15 contains 23114 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161264 members 
Mstep: Class 20 contains 12834 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24946 members 
Mstep: Class 24 contains 75429 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450264.000000 Penalty: 92212.148438
Iteration 197Q: 28 clusters Score -1.264503e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 33861 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 18480 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 161019 members 
Mstep: Class 9 contains 42900 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 22240 members 
Mstep: Class 14 contains 168777 members 
Mstep: Class 15 contains 23055 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161210 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24949 members 
Mstep: Class 24 contains 75409 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450296.000000 Penalty: 92212.148438
Iteration 198Q: 28 clusters Score -1.264503e+08 nChanged 967
Entering ConstructFrom: 
Score: -126450296.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (150617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Entering Unmasked Estep 
Score: -20360226.000000 Penalty: 2956.779053
	Iteration 0F: 2 clusters Score -2.036023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -20260850.000000 Penalty: 5913.558105
	Iteration 0F: 3 clusters Score -2.026085e+07 nChanged 72039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -20302136.000000 Penalty: 5913.558105
	Iteration 1F: 3 clusters Score -2.030214e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -20303078.000000 Penalty: 5913.558105
	Iteration 2Q: 3 clusters Score -2.030308e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -20304466.000000 Penalty: 5913.558105
	Iteration 3Q: 3 clusters Score -2.030447e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -20306324.000000 Penalty: 5913.558105
	Iteration 4Q: 3 clusters Score -2.030632e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -20309758.000000 Penalty: 5913.558105
	Iteration 5Q: 3 clusters Score -2.030976e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -20315212.000000 Penalty: 5913.558105
	Iteration 6F: 3 clusters Score -2.031521e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -20324004.000000 Penalty: 5913.558105
	Iteration 7F: 3 clusters Score -2.0324e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -20335646.000000 Penalty: 5913.558105
	Iteration 8F: 3 clusters Score -2.033565e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -20346928.000000 Penalty: 5913.558105
	Iteration 9F: 3 clusters Score -2.034693e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -20353420.000000 Penalty: 5913.558105
	Iteration 10Q: 3 clusters Score -2.035342e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -20355634.000000 Penalty: 5913.558105
	Iteration 11Q: 3 clusters Score -2.035563e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -20356634.000000 Penalty: 5913.558105
	Iteration 12Q: 3 clusters Score -2.035663e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -20357374.000000 Penalty: 5913.558105
	Iteration 13Q: 3 clusters Score -2.035737e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -20357708.000000 Penalty: 5913.558105
	Iteration 14Q: 3 clusters Score -2.035771e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -20358074.000000 Penalty: 5913.558105
	Iteration 15Q: 3 clusters Score -2.035807e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130010 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -20358264.000000 Penalty: 5913.558105
	Iteration 16Q: 3 clusters Score -2.035826e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131421 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -20358420.000000 Penalty: 5913.558105
	Iteration 17Q: 3 clusters Score -2.035842e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -20358616.000000 Penalty: 5913.558105
	Iteration 18Q: 3 clusters Score -2.035862e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133802 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -20358710.000000 Penalty: 5913.558105
	Iteration 19Q: 3 clusters Score -2.035871e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -20358850.000000 Penalty: 5913.558105
	Iteration 20F: 3 clusters Score -2.035885e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135737 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -20358878.000000 Penalty: 5913.558105
	Iteration 21Q: 3 clusters Score -2.035888e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -20358890.000000 Penalty: 5913.558105
	Iteration 22Q: 3 clusters Score -2.035889e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -20358894.000000 Penalty: 5913.558105
	Iteration 23Q: 3 clusters Score -2.035889e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -20358904.000000 Penalty: 5913.558105
	Iteration 24Q: 3 clusters Score -2.03589e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138745 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -20358950.000000 Penalty: 5913.558105
	Iteration 25Q: 3 clusters Score -2.035895e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -20358950.000000 Penalty: 5913.558105
	Iteration 26Q: 3 clusters Score -2.035895e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -20358992.000000 Penalty: 5913.558105
	Iteration 27Q: 3 clusters Score -2.035899e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -20359020.000000 Penalty: 5913.558105
	Iteration 28Q: 3 clusters Score -2.035902e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -20358992.000000 Penalty: 5913.558105
	Iteration 29Q: 3 clusters Score -2.035899e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -20358966.000000 Penalty: 5913.558105
	Iteration 30Q: 3 clusters Score -2.035897e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -20358998.000000 Penalty: 5913.558105
	Iteration 31Q: 3 clusters Score -2.0359e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -20359000.000000 Penalty: 5913.558105
	Iteration 32Q: 3 clusters Score -2.0359e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -20359056.000000 Penalty: 5913.558105
	Iteration 33Q: 3 clusters Score -2.035906e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142151 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -20359094.000000 Penalty: 5913.558105
	Iteration 34Q: 3 clusters Score -2.035909e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -20359090.000000 Penalty: 5913.558105
	Iteration 35Q: 3 clusters Score -2.035909e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -20359068.000000 Penalty: 5913.558105
	Iteration 36Q: 3 clusters Score -2.035907e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -20359074.000000 Penalty: 5913.558105
	Iteration 37Q: 3 clusters Score -2.035907e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -20359042.000000 Penalty: 5913.558105
	Iteration 38Q: 3 clusters Score -2.035904e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -20359070.000000 Penalty: 5913.558105
	Iteration 39Q: 3 clusters Score -2.035907e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -20359102.000000 Penalty: 5913.558105
	Iteration 40F: 3 clusters Score -2.03591e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -20359164.000000 Penalty: 5913.558105
	Iteration 41Q: 3 clusters Score -2.035916e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -20359134.000000 Penalty: 5913.558105
	Iteration 42Q: 3 clusters Score -2.035913e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143741 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -20359122.000000 Penalty: 5913.558105
	Iteration 43Q: 3 clusters Score -2.035912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -20359114.000000 Penalty: 5913.558105
	Iteration 44Q: 3 clusters Score -2.035911e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -20359094.000000 Penalty: 5913.558105
	Iteration 45Q: 3 clusters Score -2.035909e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -20359080.000000 Penalty: 5913.558105
	Iteration 46Q: 3 clusters Score -2.035908e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144154 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -20359050.000000 Penalty: 5913.558105
	Iteration 47Q: 3 clusters Score -2.035905e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -20359034.000000 Penalty: 5913.558105
	Iteration 48Q: 3 clusters Score -2.035903e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144306 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -20359062.000000 Penalty: 5913.558105
	Iteration 49Q: 3 clusters Score -2.035906e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -20359052.000000 Penalty: 5913.558105
	Iteration 50Q: 3 clusters Score -2.035905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -20359062.000000 Penalty: 5913.558105
	Iteration 51Q: 3 clusters Score -2.035906e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -20359028.000000 Penalty: 5913.558105
	Iteration 52Q: 3 clusters Score -2.035903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -20359026.000000 Penalty: 5913.558105
	Iteration 53Q: 3 clusters Score -2.035903e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -20359022.000000 Penalty: 5913.558105
	Iteration 54Q: 3 clusters Score -2.035902e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -20359010.000000 Penalty: 5913.558105
	Iteration 55Q: 3 clusters Score -2.035901e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -20359006.000000 Penalty: 5913.558105
	Iteration 56Q: 3 clusters Score -2.035901e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -20359020.000000 Penalty: 5913.558105
	Iteration 57Q: 3 clusters Score -2.035902e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144833 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -20359008.000000 Penalty: 5913.558105
	Iteration 58Q: 3 clusters Score -2.035901e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144889 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -20359000.000000 Penalty: 5913.558105
	Iteration 59Q: 3 clusters Score -2.0359e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -20358984.000000 Penalty: 5913.558105
	Iteration 60F: 3 clusters Score -2.035898e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145001 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -20358992.000000 Penalty: 5913.558105
	Iteration 61Q: 3 clusters Score -2.035899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -20358962.000000 Penalty: 5913.558105
	Iteration 62Q: 3 clusters Score -2.035896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -20358970.000000 Penalty: 5913.558105
	Iteration 63Q: 3 clusters Score -2.035897e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -20358960.000000 Penalty: 5913.558105
	Iteration 64Q: 3 clusters Score -2.035896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -20358954.000000 Penalty: 5913.558105
	Iteration 65Q: 3 clusters Score -2.035895e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -20358986.000000 Penalty: 5913.558105
	Iteration 66Q: 3 clusters Score -2.035899e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145301 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -20358990.000000 Penalty: 5913.558105
	Iteration 67Q: 3 clusters Score -2.035899e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -20358958.000000 Penalty: 5913.558105
	Iteration 68Q: 3 clusters Score -2.035896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145384 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -20358976.000000 Penalty: 5913.558105
	Iteration 69Q: 3 clusters Score -2.035898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145441 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -20358990.000000 Penalty: 5913.558105
	Iteration 70Q: 3 clusters Score -2.035899e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -20359016.000000 Penalty: 5913.558105
	Iteration 71Q: 3 clusters Score -2.035902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145548 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -20359024.000000 Penalty: 5913.558105
	Iteration 72Q: 3 clusters Score -2.035902e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -20359014.000000 Penalty: 5913.558105
	Iteration 73Q: 3 clusters Score -2.035901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -20359010.000000 Penalty: 5913.558105
	Iteration 74Q: 3 clusters Score -2.035901e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -20358992.000000 Penalty: 5913.558105
	Iteration 75Q: 3 clusters Score -2.035899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -20358976.000000 Penalty: 5913.558105
	Iteration 76Q: 3 clusters Score -2.035898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145786 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -20359010.000000 Penalty: 5913.558105
	Iteration 77Q: 3 clusters Score -2.035901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145819 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -20358980.000000 Penalty: 5913.558105
	Iteration 78Q: 3 clusters Score -2.035898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145845 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -20358968.000000 Penalty: 5913.558105
	Iteration 79Q: 3 clusters Score -2.035897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145877 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -20358968.000000 Penalty: 5913.558105
	Iteration 80F: 3 clusters Score -2.035897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -20358992.000000 Penalty: 5913.558105
	Iteration 81Q: 3 clusters Score -2.035899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145945 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -20358988.000000 Penalty: 5913.558105
	Iteration 82Q: 3 clusters Score -2.035899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -20358980.000000 Penalty: 5913.558105
	Iteration 83Q: 3 clusters Score -2.035898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -20358986.000000 Penalty: 5913.558105
	Iteration 84Q: 3 clusters Score -2.035899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -20358970.000000 Penalty: 5913.558105
	Iteration 85Q: 3 clusters Score -2.035897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -20358968.000000 Penalty: 5913.558105
	Iteration 86Q: 3 clusters Score -2.035897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -20358980.000000 Penalty: 5913.558105
	Iteration 87Q: 3 clusters Score -2.035898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -20358978.000000 Penalty: 5913.558105
	Iteration 88Q: 3 clusters Score -2.035898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -20359000.000000 Penalty: 5913.558105
	Iteration 89Q: 3 clusters Score -2.0359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -20359008.000000 Penalty: 5913.558105
	Iteration 90Q: 3 clusters Score -2.035901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146152 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -20359020.000000 Penalty: 5913.558105
	Iteration 91Q: 3 clusters Score -2.035902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -20359010.000000 Penalty: 5913.558105
	Iteration 92Q: 3 clusters Score -2.035901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146200 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -20358992.000000 Penalty: 5913.558105
	Iteration 93Q: 3 clusters Score -2.035899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -20359020.000000 Penalty: 5913.558105
	Iteration 94Q: 3 clusters Score -2.035902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146249 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -20359020.000000 Penalty: 5913.558105
	Iteration 95Q: 3 clusters Score -2.035902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -20359012.000000 Penalty: 5913.558105
	Iteration 96Q: 3 clusters Score -2.035901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -20359008.000000 Penalty: 5913.558105
	Iteration 97Q: 3 clusters Score -2.035901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146332 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -20359028.000000 Penalty: 5913.558105
	Iteration 98Q: 3 clusters Score -2.035903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146346 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -20359008.000000 Penalty: 5913.558105
	Iteration 99Q: 3 clusters Score -2.035901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20359026.000000 Penalty: 5913.558105
	Iteration 100F: 3 clusters Score -2.035903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146370 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -20359030.000000 Penalty: 5913.558105
	Iteration 101Q: 3 clusters Score -2.035903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146381 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -20359030.000000 Penalty: 5913.558105
	Iteration 102Q: 3 clusters Score -2.035903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146390 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -20359040.000000 Penalty: 5913.558105
	Iteration 103Q: 3 clusters Score -2.035904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -20359036.000000 Penalty: 5913.558105
	Iteration 104Q: 3 clusters Score -2.035904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -20359034.000000 Penalty: 5913.558105
	Iteration 105Q: 3 clusters Score -2.035903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20359012.000000 Penalty: 5913.558105
	Iteration 106Q: 3 clusters Score -2.035901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146419 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -20359000.000000 Penalty: 5913.558105
	Iteration 107Q: 3 clusters Score -2.0359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -20359020.000000 Penalty: 5913.558105
	Iteration 108Q: 3 clusters Score -2.035902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -20359014.000000 Penalty: 5913.558105
	Iteration 109Q: 3 clusters Score -2.035901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -20359014.000000 Penalty: 5913.558105
	Iteration 110F: 3 clusters Score -2.035901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -337598.187500 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -337598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -334647.125000 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -334647.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -335192.812500 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -335192.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -335335.937500 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -335335.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -335406.062500 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -335406.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -335444.781250 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -335444.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -335478.812500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -335478.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -335507.312500 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -335507.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -335521.593750 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -335521.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -335536.625000 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -335536.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335551.343750 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -335551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -335558.812500 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -335558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -335565.937500 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -335565.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -335570.625000 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -335570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -335574.406250 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -335574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -335576.687500 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -335576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -335576.875000 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -335576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -335577.062500 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -335577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -335577.781250 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -335577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -335578.968750 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -335579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -335578.843750 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -335578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -335578.906250 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -335578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Entering Unmasked Estep 
Score: -4637255.500000 Penalty: 2586.666748
	Iteration 0F: 2 clusters Score -4637256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4614163.000000 Penalty: 5173.333496
	Iteration 0F: 3 clusters Score -4614163 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4622636.000000 Penalty: 5173.333496
	Iteration 1F: 3 clusters Score -4622636 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4623101.500000 Penalty: 5173.333496
	Iteration 2Q: 3 clusters Score -4623102 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4623565.000000 Penalty: 5173.333496
	Iteration 3Q: 3 clusters Score -4623565 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4624080.000000 Penalty: 5173.333496
	Iteration 4Q: 3 clusters Score -4624080 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4624692.500000 Penalty: 5173.333496
	Iteration 5Q: 3 clusters Score -4624692 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4625414.000000 Penalty: 5173.333496
	Iteration 6Q: 3 clusters Score -4625414 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4626291.500000 Penalty: 5173.333496
	Iteration 7Q: 3 clusters Score -4626292 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4627466.000000 Penalty: 5173.333496
	Iteration 8F: 3 clusters Score -4627466 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4628914.000000 Penalty: 5173.333496
	Iteration 9F: 3 clusters Score -4628914 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4630287.000000 Penalty: 5173.333496
	Iteration 10F: 3 clusters Score -4630287 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4631210.000000 Penalty: 5173.333496
	Iteration 11Q: 3 clusters Score -4631210 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4631604.500000 Penalty: 5173.333496
	Iteration 12Q: 3 clusters Score -4631604 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -4631816.000000 Penalty: 5173.333496
	Iteration 13Q: 3 clusters Score -4631816 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4631925.500000 Penalty: 5173.333496
	Iteration 14Q: 3 clusters Score -4631926 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4632023.500000 Penalty: 5173.333496
	Iteration 15Q: 3 clusters Score -4632024 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4632115.500000 Penalty: 5173.333496
	Iteration 16Q: 3 clusters Score -4632116 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4632173.000000 Penalty: 5173.333496
	Iteration 17Q: 3 clusters Score -4632173 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4632214.500000 Penalty: 5173.333496
	Iteration 18Q: 3 clusters Score -4632214 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -4632258.500000 Penalty: 5173.333496
	Iteration 19Q: 3 clusters Score -4632258 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4632290.500000 Penalty: 5173.333496
	Iteration 20F: 3 clusters Score -4632290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4632305.000000 Penalty: 5173.333496
	Iteration 21Q: 3 clusters Score -4632305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4632336.000000 Penalty: 5173.333496
	Iteration 22Q: 3 clusters Score -4632336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4632346.500000 Penalty: 5173.333496
	Iteration 23Q: 3 clusters Score -4632346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4632391.500000 Penalty: 5173.333496
	Iteration 24Q: 3 clusters Score -4632392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4632424.000000 Penalty: 5173.333496
	Iteration 25Q: 3 clusters Score -4632424 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4632442.000000 Penalty: 5173.333496
	Iteration 26Q: 3 clusters Score -4632442 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4632471.000000 Penalty: 5173.333496
	Iteration 27Q: 3 clusters Score -4632471 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4632496.500000 Penalty: 5173.333496
	Iteration 28Q: 3 clusters Score -4632496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4632527.000000 Penalty: 5173.333496
	Iteration 29Q: 3 clusters Score -4632527 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4632518.500000 Penalty: 5173.333496
	Iteration 30Q: 3 clusters Score -4632518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4632532.000000 Penalty: 5173.333496
	Iteration 31Q: 3 clusters Score -4632532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4632544.000000 Penalty: 5173.333496
	Iteration 32Q: 3 clusters Score -4632544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4632548.000000 Penalty: 5173.333496
	Iteration 33Q: 3 clusters Score -4632548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4632580.500000 Penalty: 5173.333496
	Iteration 34Q: 3 clusters Score -4632580 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4632585.000000 Penalty: 5173.333496
	Iteration 35Q: 3 clusters Score -4632585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4632592.500000 Penalty: 5173.333496
	Iteration 36Q: 3 clusters Score -4632592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4632603.000000 Penalty: 5173.333496
	Iteration 37Q: 3 clusters Score -4632603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -4632613.000000 Penalty: 5173.333496
	Iteration 38Q: 3 clusters Score -4632613 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4632635.000000 Penalty: 5173.333496
	Iteration 39Q: 3 clusters Score -4632635 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4632639.500000 Penalty: 5173.333496
	Iteration 40F: 3 clusters Score -4632640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4632651.500000 Penalty: 5173.333496
	Iteration 41Q: 3 clusters Score -4632652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4632662.000000 Penalty: 5173.333496
	Iteration 42Q: 3 clusters Score -4632662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4632709.000000 Penalty: 5173.333496
	Iteration 43Q: 3 clusters Score -4632709 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4632714.500000 Penalty: 5173.333496
	Iteration 44Q: 3 clusters Score -4632714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4632751.500000 Penalty: 5173.333496
	Iteration 45Q: 3 clusters Score -4632752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4632774.000000 Penalty: 5173.333496
	Iteration 46Q: 3 clusters Score -4632774 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4632771.500000 Penalty: 5173.333496
	Iteration 47Q: 3 clusters Score -4632772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4632773.500000 Penalty: 5173.333496
	Iteration 48Q: 3 clusters Score -4632774 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -4632790.500000 Penalty: 5173.333496
	Iteration 49Q: 3 clusters Score -4632790 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4632825.000000 Penalty: 5173.333496
	Iteration 50Q: 3 clusters Score -4632825 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4632872.500000 Penalty: 5173.333496
	Iteration 51Q: 3 clusters Score -4632872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4632896.000000 Penalty: 5173.333496
	Iteration 52Q: 3 clusters Score -4632896 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4632935.500000 Penalty: 5173.333496
	Iteration 53Q: 3 clusters Score -4632936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4632967.500000 Penalty: 5173.333496
	Iteration 54Q: 3 clusters Score -4632968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -4632991.000000 Penalty: 5173.333496
	Iteration 55Q: 3 clusters Score -4632991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4633012.500000 Penalty: 5173.333496
	Iteration 56Q: 3 clusters Score -4633012 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4633044.500000 Penalty: 5173.333496
	Iteration 57Q: 3 clusters Score -4633044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4633064.500000 Penalty: 5173.333496
	Iteration 58Q: 3 clusters Score -4633064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4633096.000000 Penalty: 5173.333496
	Iteration 59Q: 3 clusters Score -4633096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4633125.000000 Penalty: 5173.333496
	Iteration 60F: 3 clusters Score -4633125 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4633151.500000 Penalty: 5173.333496
	Iteration 61Q: 3 clusters Score -4633152 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4633170.000000 Penalty: 5173.333496
	Iteration 62Q: 3 clusters Score -4633170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4633203.500000 Penalty: 5173.333496
	Iteration 63Q: 3 clusters Score -4633204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -4633233.000000 Penalty: 5173.333496
	Iteration 64Q: 3 clusters Score -4633233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -4633248.000000 Penalty: 5173.333496
	Iteration 65Q: 3 clusters Score -4633248 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4633273.000000 Penalty: 5173.333496
	Iteration 66Q: 3 clusters Score -4633273 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4633294.000000 Penalty: 5173.333496
	Iteration 67Q: 3 clusters Score -4633294 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4633322.500000 Penalty: 5173.333496
	Iteration 68Q: 3 clusters Score -4633322 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4633363.000000 Penalty: 5173.333496
	Iteration 69Q: 3 clusters Score -4633363 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -4633381.500000 Penalty: 5173.333496
	Iteration 70Q: 3 clusters Score -4633382 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4633438.500000 Penalty: 5173.333496
	Iteration 71Q: 3 clusters Score -4633438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -4633465.000000 Penalty: 5173.333496
	Iteration 72Q: 3 clusters Score -4633465 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4633492.000000 Penalty: 5173.333496
	Iteration 73Q: 3 clusters Score -4633492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4633521.500000 Penalty: 5173.333496
	Iteration 74Q: 3 clusters Score -4633522 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4633558.000000 Penalty: 5173.333496
	Iteration 75Q: 3 clusters Score -4633558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4633577.500000 Penalty: 5173.333496
	Iteration 76Q: 3 clusters Score -4633578 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4633607.000000 Penalty: 5173.333496
	Iteration 77Q: 3 clusters Score -4633607 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4633632.500000 Penalty: 5173.333496
	Iteration 78Q: 3 clusters Score -4633632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4633649.500000 Penalty: 5173.333496
	Iteration 79Q: 3 clusters Score -4633650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4633681.500000 Penalty: 5173.333496
	Iteration 80F: 3 clusters Score -4633682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4633713.000000 Penalty: 5173.333496
	Iteration 81Q: 3 clusters Score -4633713 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4633741.000000 Penalty: 5173.333496
	Iteration 82Q: 3 clusters Score -4633741 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -4633772.000000 Penalty: 5173.333496
	Iteration 83Q: 3 clusters Score -4633772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4633821.000000 Penalty: 5173.333496
	Iteration 84Q: 3 clusters Score -4633821 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4633866.000000 Penalty: 5173.333496
	Iteration 85Q: 3 clusters Score -4633866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -4633902.500000 Penalty: 5173.333496
	Iteration 86Q: 3 clusters Score -4633902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4633933.000000 Penalty: 5173.333496
	Iteration 87Q: 3 clusters Score -4633933 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4633951.000000 Penalty: 5173.333496
	Iteration 88Q: 3 clusters Score -4633951 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4633970.500000 Penalty: 5173.333496
	Iteration 89Q: 3 clusters Score -4633970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4634001.000000 Penalty: 5173.333496
	Iteration 90Q: 3 clusters Score -4634001 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4634028.500000 Penalty: 5173.333496
	Iteration 91Q: 3 clusters Score -4634028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4634060.500000 Penalty: 5173.333496
	Iteration 92Q: 3 clusters Score -4634060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4634090.000000 Penalty: 5173.333496
	Iteration 93Q: 3 clusters Score -4634090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4634134.500000 Penalty: 5173.333496
	Iteration 94Q: 3 clusters Score -4634134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4634167.000000 Penalty: 5173.333496
	Iteration 95Q: 3 clusters Score -4634167 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4634201.000000 Penalty: 5173.333496
	Iteration 96Q: 3 clusters Score -4634201 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4634221.000000 Penalty: 5173.333496
	Iteration 97Q: 3 clusters Score -4634221 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4634251.000000 Penalty: 5173.333496
	Iteration 98Q: 3 clusters Score -4634251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4634283.000000 Penalty: 5173.333496
	Iteration 99Q: 3 clusters Score -4634283 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4634316.500000 Penalty: 5173.333496
	Iteration 100F: 3 clusters Score -4634316 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4634355.500000 Penalty: 5173.333496
	Iteration 101Q: 3 clusters Score -4634356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4634393.000000 Penalty: 5173.333496
	Iteration 102Q: 3 clusters Score -4634393 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4634427.000000 Penalty: 5173.333496
	Iteration 103Q: 3 clusters Score -4634427 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4634462.000000 Penalty: 5173.333496
	Iteration 104Q: 3 clusters Score -4634462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4634497.500000 Penalty: 5173.333496
	Iteration 105Q: 3 clusters Score -4634498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4634520.500000 Penalty: 5173.333496
	Iteration 106Q: 3 clusters Score -4634520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4634539.000000 Penalty: 5173.333496
	Iteration 107Q: 3 clusters Score -4634539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4634556.500000 Penalty: 5173.333496
	Iteration 108Q: 3 clusters Score -4634556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4634583.000000 Penalty: 5173.333496
	Iteration 109Q: 3 clusters Score -4634583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4634605.500000 Penalty: 5173.333496
	Iteration 110Q: 3 clusters Score -4634606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4634624.000000 Penalty: 5173.333496
	Iteration 111Q: 3 clusters Score -4634624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4634636.500000 Penalty: 5173.333496
	Iteration 112Q: 3 clusters Score -4634636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4634650.500000 Penalty: 5173.333496
	Iteration 113Q: 3 clusters Score -4634650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4634659.500000 Penalty: 5173.333496
	Iteration 114Q: 3 clusters Score -4634660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4634676.000000 Penalty: 5173.333496
	Iteration 115Q: 3 clusters Score -4634676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4634693.000000 Penalty: 5173.333496
	Iteration 116Q: 3 clusters Score -4634693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4634701.000000 Penalty: 5173.333496
	Iteration 117Q: 3 clusters Score -4634701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4634721.000000 Penalty: 5173.333496
	Iteration 118Q: 3 clusters Score -4634721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4634735.500000 Penalty: 5173.333496
	Iteration 119Q: 3 clusters Score -4634736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4634739.500000 Penalty: 5173.333496
	Iteration 120F: 3 clusters Score -4634740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4634749.000000 Penalty: 5173.333496
	Iteration 121Q: 3 clusters Score -4634749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4634760.500000 Penalty: 5173.333496
	Iteration 122Q: 3 clusters Score -4634760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4634771.000000 Penalty: 5173.333496
	Iteration 123Q: 3 clusters Score -4634771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4634790.000000 Penalty: 5173.333496
	Iteration 124Q: 3 clusters Score -4634790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4634805.000000 Penalty: 5173.333496
	Iteration 125Q: 3 clusters Score -4634805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4634810.500000 Penalty: 5173.333496
	Iteration 126Q: 3 clusters Score -4634810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4634821.500000 Penalty: 5173.333496
	Iteration 127Q: 3 clusters Score -4634822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4634832.500000 Penalty: 5173.333496
	Iteration 128Q: 3 clusters Score -4634832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4634836.000000 Penalty: 5173.333496
	Iteration 129Q: 3 clusters Score -4634836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4634841.000000 Penalty: 5173.333496
	Iteration 130Q: 3 clusters Score -4634841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4634851.500000 Penalty: 5173.333496
	Iteration 131Q: 3 clusters Score -4634852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4634850.000000 Penalty: 5173.333496
	Iteration 132Q: 3 clusters Score -4634850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4634859.000000 Penalty: 5173.333496
	Iteration 133Q: 3 clusters Score -4634859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4634867.500000 Penalty: 5173.333496
	Iteration 134Q: 3 clusters Score -4634868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4634861.000000 Penalty: 5173.333496
	Iteration 135Q: 3 clusters Score -4634861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4634863.500000 Penalty: 5173.333496
	Iteration 136Q: 3 clusters Score -4634864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4634865.500000 Penalty: 5173.333496
	Iteration 137Q: 3 clusters Score -4634866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4634868.000000 Penalty: 5173.333496
	Iteration 138Q: 3 clusters Score -4634868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4634866.000000 Penalty: 5173.333496
	Iteration 139Q: 3 clusters Score -4634866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4634868.500000 Penalty: 5173.333496
	Iteration 140F: 3 clusters Score -4634868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4634868.000000 Penalty: 5173.333496
	Iteration 141Q: 3 clusters Score -4634868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4634867.000000 Penalty: 5173.333496
	Iteration 142Q: 3 clusters Score -4634867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4634865.500000 Penalty: 5173.333496
	Iteration 143Q: 3 clusters Score -4634866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4634863.000000 Penalty: 5173.333496
	Iteration 144Q: 3 clusters Score -4634863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4634863.000000 Penalty: 5173.333496
	Iteration 145F: 3 clusters Score -4634863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -935853.875000 Penalty: 2204.924316
	Iteration 0F: 2 clusters Score -935853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -929912.375000 Penalty: 4409.848633
	Iteration 0F: 3 clusters Score -929912.4 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -931590.375000 Penalty: 4409.848633
	Iteration 1F: 3 clusters Score -931590.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -932085.250000 Penalty: 4409.848633
	Iteration 2F: 3 clusters Score -932085.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -932618.062500 Penalty: 4409.848633
	Iteration 3F: 3 clusters Score -932618.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -933132.000000 Penalty: 4409.848633
	Iteration 4F: 3 clusters Score -933132 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -933597.187500 Penalty: 4409.848633
	Iteration 5F: 3 clusters Score -933597.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -933912.937500 Penalty: 4409.848633
	Iteration 6F: 3 clusters Score -933912.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -934144.250000 Penalty: 4409.848633
	Iteration 7Q: 3 clusters Score -934144.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -934308.000000 Penalty: 4409.848633
	Iteration 8Q: 3 clusters Score -934308 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -934425.812500 Penalty: 4409.848633
	Iteration 9Q: 3 clusters Score -934425.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -934512.937500 Penalty: 4409.848633
	Iteration 10Q: 3 clusters Score -934512.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -934576.250000 Penalty: 4409.848633
	Iteration 11Q: 3 clusters Score -934576.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -934615.312500 Penalty: 4409.848633
	Iteration 12Q: 3 clusters Score -934615.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -934632.437500 Penalty: 4409.848633
	Iteration 13Q: 3 clusters Score -934632.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -934646.562500 Penalty: 4409.848633
	Iteration 14Q: 3 clusters Score -934646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -934656.500000 Penalty: 4409.848633
	Iteration 15Q: 3 clusters Score -934656.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -934665.250000 Penalty: 4409.848633
	Iteration 16Q: 3 clusters Score -934665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -934673.125000 Penalty: 4409.848633
	Iteration 17Q: 3 clusters Score -934673.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -934684.937500 Penalty: 4409.848633
	Iteration 18Q: 3 clusters Score -934684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -934690.375000 Penalty: 4409.848633
	Iteration 19Q: 3 clusters Score -934690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -934690.687500 Penalty: 4409.848633
	Iteration 20F: 3 clusters Score -934690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -934690.812500 Penalty: 4409.848633
	Iteration 21Q: 3 clusters Score -934690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -934692.062500 Penalty: 4409.848633
	Iteration 22Q: 3 clusters Score -934692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -934696.000000 Penalty: 4409.848633
	Iteration 23Q: 3 clusters Score -934696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -934700.125000 Penalty: 4409.848633
	Iteration 24Q: 3 clusters Score -934700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -934702.812500 Penalty: 4409.848633
	Iteration 25Q: 3 clusters Score -934702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -934706.437500 Penalty: 4409.848633
	Iteration 26Q: 3 clusters Score -934706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -934709.000000 Penalty: 4409.848633
	Iteration 27Q: 3 clusters Score -934709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -934712.937500 Penalty: 4409.848633
	Iteration 28Q: 3 clusters Score -934712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -934714.000000 Penalty: 4409.848633
	Iteration 29Q: 3 clusters Score -934714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -934715.000000 Penalty: 4409.848633
	Iteration 30Q: 3 clusters Score -934715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -934716.437500 Penalty: 4409.848633
	Iteration 31Q: 3 clusters Score -934716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -934716.437500 Penalty: 4409.848633
	Iteration 32F: 3 clusters Score -934716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Entering Unmasked Estep 
Score: -2387756.250000 Penalty: 2436.220703
	Iteration 0F: 2 clusters Score -2387756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2374726.500000 Penalty: 4872.441406
	Iteration 0F: 3 clusters Score -2374726 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2378976.500000 Penalty: 4872.441406
	Iteration 1F: 3 clusters Score -2378976 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2379347.250000 Penalty: 4872.441406
	Iteration 2F: 3 clusters Score -2379347 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2379643.250000 Penalty: 4872.441406
	Iteration 3Q: 3 clusters Score -2379643 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2379904.750000 Penalty: 4872.441406
	Iteration 4Q: 3 clusters Score -2379905 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2380148.000000 Penalty: 4872.441406
	Iteration 5Q: 3 clusters Score -2380148 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2380385.250000 Penalty: 4872.441406
	Iteration 6Q: 3 clusters Score -2380385 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2380582.500000 Penalty: 4872.441406
	Iteration 7Q: 3 clusters Score -2380582 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2380729.500000 Penalty: 4872.441406
	Iteration 8Q: 3 clusters Score -2380730 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2380892.750000 Penalty: 4872.441406
	Iteration 9Q: 3 clusters Score -2380893 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2381050.000000 Penalty: 4872.441406
	Iteration 10Q: 3 clusters Score -2381050 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2381216.250000 Penalty: 4872.441406
	Iteration 11Q: 3 clusters Score -2381216 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2381404.250000 Penalty: 4872.441406
	Iteration 12Q: 3 clusters Score -2381404 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2381610.000000 Penalty: 4872.441406
	Iteration 13Q: 3 clusters Score -2381610 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2381843.000000 Penalty: 4872.441406
	Iteration 14Q: 3 clusters Score -2381843 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2382072.250000 Penalty: 4872.441406
	Iteration 15Q: 3 clusters Score -2382072 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2382307.000000 Penalty: 4872.441406
	Iteration 16Q: 3 clusters Score -2382307 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2382560.000000 Penalty: 4872.441406
	Iteration 17Q: 3 clusters Score -2382560 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2382811.500000 Penalty: 4872.441406
	Iteration 18Q: 3 clusters Score -2382812 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2383053.250000 Penalty: 4872.441406
	Iteration 19Q: 3 clusters Score -2383053 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2383205.500000 Penalty: 4872.441406
	Iteration 20F: 3 clusters Score -2383206 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2383304.500000 Penalty: 4872.441406
	Iteration 21Q: 3 clusters Score -2383304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2383389.500000 Penalty: 4872.441406
	Iteration 22Q: 3 clusters Score -2383390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2383465.750000 Penalty: 4872.441406
	Iteration 23Q: 3 clusters Score -2383466 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2383568.750000 Penalty: 4872.441406
	Iteration 24Q: 3 clusters Score -2383569 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2383655.000000 Penalty: 4872.441406
	Iteration 25Q: 3 clusters Score -2383655 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2383748.500000 Penalty: 4872.441406
	Iteration 26Q: 3 clusters Score -2383748 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2383838.750000 Penalty: 4872.441406
	Iteration 27Q: 3 clusters Score -2383839 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2383931.000000 Penalty: 4872.441406
	Iteration 28Q: 3 clusters Score -2383931 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2384047.250000 Penalty: 4872.441406
	Iteration 29Q: 3 clusters Score -2384047 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2384151.250000 Penalty: 4872.441406
	Iteration 30Q: 3 clusters Score -2384151 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2384293.500000 Penalty: 4872.441406
	Iteration 31Q: 3 clusters Score -2384294 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2384449.500000 Penalty: 4872.441406
	Iteration 32Q: 3 clusters Score -2384450 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2384653.750000 Penalty: 4872.441406
	Iteration 33Q: 3 clusters Score -2384654 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2384909.000000 Penalty: 4872.441406
	Iteration 34Q: 3 clusters Score -2384909 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2385167.500000 Penalty: 4872.441406
	Iteration 35Q: 3 clusters Score -2385168 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2385413.500000 Penalty: 4872.441406
	Iteration 36Q: 3 clusters Score -2385414 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2385628.500000 Penalty: 4872.441406
	Iteration 37Q: 3 clusters Score -2385628 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2385815.750000 Penalty: 4872.441406
	Iteration 38Q: 3 clusters Score -2385816 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2385971.750000 Penalty: 4872.441406
	Iteration 39Q: 3 clusters Score -2385972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2386135.750000 Penalty: 4872.441406
	Iteration 40F: 3 clusters Score -2386136 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2386264.750000 Penalty: 4872.441406
	Iteration 41Q: 3 clusters Score -2386265 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2386374.250000 Penalty: 4872.441406
	Iteration 42Q: 3 clusters Score -2386374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2386455.750000 Penalty: 4872.441406
	Iteration 43Q: 3 clusters Score -2386456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2386514.250000 Penalty: 4872.441406
	Iteration 44Q: 3 clusters Score -2386514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2386572.500000 Penalty: 4872.441406
	Iteration 45Q: 3 clusters Score -2386572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2386602.250000 Penalty: 4872.441406
	Iteration 46Q: 3 clusters Score -2386602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2386623.750000 Penalty: 4872.441406
	Iteration 47Q: 3 clusters Score -2386624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2386635.000000 Penalty: 4872.441406
	Iteration 48Q: 3 clusters Score -2386635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2386646.750000 Penalty: 4872.441406
	Iteration 49Q: 3 clusters Score -2386647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2386647.500000 Penalty: 4872.441406
	Iteration 50Q: 3 clusters Score -2386648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2386645.000000 Penalty: 4872.441406
	Iteration 51Q: 3 clusters Score -2386645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2386650.750000 Penalty: 4872.441406
	Iteration 52Q: 3 clusters Score -2386651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2386643.750000 Penalty: 4872.441406
	Iteration 53Q: 3 clusters Score -2386644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2386645.500000 Penalty: 4872.441406
	Iteration 54Q: 3 clusters Score -2386646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2386648.250000 Penalty: 4872.441406
	Iteration 55Q: 3 clusters Score -2386648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2386649.000000 Penalty: 4872.441406
	Iteration 56Q: 3 clusters Score -2386649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2386650.000000 Penalty: 4872.441406
	Iteration 57Q: 3 clusters Score -2386650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2386650.250000 Penalty: 4872.441406
	Iteration 58Q: 3 clusters Score -2386650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2386650.250000 Penalty: 4872.441406
	Iteration 59F: 3 clusters Score -2386650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -506607.312500 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -506607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -502893.906250 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -502893.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -503651.812500 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -503651.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -503806.218750 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -503806.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -503902.656250 Penalty: 4076.251221
	Iteration 3Q: 3 clusters Score -503902.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -503951.468750 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -503951.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -503988.312500 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -503988.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -504028.218750 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -504028.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -504060.218750 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -504060.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -504080.250000 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -504080.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -504102.781250 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -504102.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -504125.156250 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -504125.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -504140.031250 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -504140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -504154.031250 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -504154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -504170.468750 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -504170.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -504185.437500 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -504185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -504195.343750 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -504195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -504200.968750 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -504201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -504205.531250 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -504205.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -504208.250000 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -504208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -504213.062500 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -504213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -504217.125000 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -504217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -504220.906250 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -504220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -504220.468750 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -504220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -504223.312500 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -504223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -504224.000000 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -504224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -504224.187500 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -504224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -504224.531250 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -504224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -504225.218750 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -504225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -504226.750000 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -504226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -504229.093750 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -504229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -504229.187500 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -504229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -504229.906250 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -504229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -504230.625000 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -504230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -504233.593750 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -504233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -504234.312500 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -504234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -504237.281250 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -504237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -504238.468750 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -504238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -504239.906250 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -504239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -504241.468750 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -504241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -504245.281250 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -504245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -504248.843750 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -504248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -504252.125000 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -504252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -504254.312500 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -504254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -504258.781250 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -504258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -504261.718750 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -504261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -504263.437500 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -504263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -504264.500000 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -504264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -504265.093750 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -504265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -504266.593750 Penalty: 4076.251221
	Iteration 48Q: 3 clusters Score -504266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -504267.687500 Penalty: 4076.251221
	Iteration 49Q: 3 clusters Score -504267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -504269.687500 Penalty: 4076.251221
	Iteration 50Q: 3 clusters Score -504269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -504270.718750 Penalty: 4076.251221
	Iteration 51Q: 3 clusters Score -504270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -504270.531250 Penalty: 4076.251221
	Iteration 52Q: 3 clusters Score -504270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -504271.531250 Penalty: 4076.251221
	Iteration 53Q: 3 clusters Score -504271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -504271.281250 Penalty: 4076.251221
	Iteration 54Q: 3 clusters Score -504271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -504271.281250 Penalty: 4076.251221
	Iteration 55F: 3 clusters Score -504271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Entering Unmasked Estep 
Score: -21822960.000000 Penalty: 2973.425537
	Iteration 0F: 2 clusters Score -2.182296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -21716310.000000 Penalty: 5946.851074
	Iteration 0F: 3 clusters Score -2.171631e+07 nChanged 77201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -21760900.000000 Penalty: 5946.851074
	Iteration 1F: 3 clusters Score -2.17609e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -21761842.000000 Penalty: 5946.851074
	Iteration 2Q: 3 clusters Score -2.176184e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -21763250.000000 Penalty: 5946.851074
	Iteration 3Q: 3 clusters Score -2.176325e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -21765116.000000 Penalty: 5946.851074
	Iteration 4Q: 3 clusters Score -2.176512e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -21768326.000000 Penalty: 5946.851074
	Iteration 5Q: 3 clusters Score -2.176833e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -21774220.000000 Penalty: 5946.851074
	Iteration 6F: 3 clusters Score -2.177422e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -21783568.000000 Penalty: 5946.851074
	Iteration 7F: 3 clusters Score -2.178357e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -21795756.000000 Penalty: 5946.851074
	Iteration 8F: 3 clusters Score -2.179576e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -21806212.000000 Penalty: 5946.851074
	Iteration 9F: 3 clusters Score -2.180621e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -21812910.000000 Penalty: 5946.851074
	Iteration 10Q: 3 clusters Score -2.181291e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -21816232.000000 Penalty: 5946.851074
	Iteration 11Q: 3 clusters Score -2.181623e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -21817942.000000 Penalty: 5946.851074
	Iteration 12Q: 3 clusters Score -2.181794e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -21818906.000000 Penalty: 5946.851074
	Iteration 13Q: 3 clusters Score -2.181891e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -21819534.000000 Penalty: 5946.851074
	Iteration 14Q: 3 clusters Score -2.181953e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -21820004.000000 Penalty: 5946.851074
	Iteration 15Q: 3 clusters Score -2.182e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -21820198.000000 Penalty: 5946.851074
	Iteration 16Q: 3 clusters Score -2.18202e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 157535 members 
Entering Unmasked Estep 
Score: -21820510.000000 Penalty: 5946.851074
	Iteration 17Q: 3 clusters Score -2.182051e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 157932 members 
Entering Unmasked Estep 
Score: -21820638.000000 Penalty: 5946.851074
	Iteration 18Q: 3 clusters Score -2.182064e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -21820706.000000 Penalty: 5946.851074
	Iteration 19Q: 3 clusters Score -2.182071e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -21820778.000000 Penalty: 5946.851074
	Iteration 20F: 3 clusters Score -2.182078e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -21820810.000000 Penalty: 5946.851074
	Iteration 21Q: 3 clusters Score -2.182081e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -21820832.000000 Penalty: 5946.851074
	Iteration 22Q: 3 clusters Score -2.182083e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -21820880.000000 Penalty: 5946.851074
	Iteration 23Q: 3 clusters Score -2.182088e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 159092 members 
Entering Unmasked Estep 
Score: -21820840.000000 Penalty: 5946.851074
	Iteration 24Q: 3 clusters Score -2.182084e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -21820864.000000 Penalty: 5946.851074
	Iteration 25Q: 3 clusters Score -2.182086e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -21820868.000000 Penalty: 5946.851074
	Iteration 26Q: 3 clusters Score -2.182087e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -21820860.000000 Penalty: 5946.851074
	Iteration 27Q: 3 clusters Score -2.182086e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 159364 members 
Entering Unmasked Estep 
Score: -21820888.000000 Penalty: 5946.851074
	Iteration 28Q: 3 clusters Score -2.182089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -21820872.000000 Penalty: 5946.851074
	Iteration 29Q: 3 clusters Score -2.182087e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -21820854.000000 Penalty: 5946.851074
	Iteration 30Q: 3 clusters Score -2.182085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -21820870.000000 Penalty: 5946.851074
	Iteration 31Q: 3 clusters Score -2.182087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -21820858.000000 Penalty: 5946.851074
	Iteration 32Q: 3 clusters Score -2.182086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -21820860.000000 Penalty: 5946.851074
	Iteration 33Q: 3 clusters Score -2.182086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -21820844.000000 Penalty: 5946.851074
	Iteration 34Q: 3 clusters Score -2.182084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 159556 members 
Entering Unmasked Estep 
Score: -21820856.000000 Penalty: 5946.851074
	Iteration 35Q: 3 clusters Score -2.182086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 159567 members 
Entering Unmasked Estep 
Score: -21820880.000000 Penalty: 5946.851074
	Iteration 36Q: 3 clusters Score -2.182088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 159579 members 
Entering Unmasked Estep 
Score: -21820884.000000 Penalty: 5946.851074
	Iteration 37Q: 3 clusters Score -2.182088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 159582 members 
Entering Unmasked Estep 
Score: -21820892.000000 Penalty: 5946.851074
	Iteration 38Q: 3 clusters Score -2.182089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -21820886.000000 Penalty: 5946.851074
	Iteration 39Q: 3 clusters Score -2.182089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 159590 members 
Entering Unmasked Estep 
Score: -21820878.000000 Penalty: 5946.851074
	Iteration 40F: 3 clusters Score -2.182088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -21820878.000000 Penalty: 5946.851074
	Iteration 41Q: 3 clusters Score -2.182088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 159598 members 
Entering Unmasked Estep 
Score: -21820878.000000 Penalty: 5946.851074
	Iteration 42Q: 3 clusters Score -2.182088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 159602 members 
Entering Unmasked Estep 
Score: -21820870.000000 Penalty: 5946.851074
	Iteration 43Q: 3 clusters Score -2.182087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 159600 members 
Entering Unmasked Estep 
Score: -21820874.000000 Penalty: 5946.851074
	Iteration 44Q: 3 clusters Score -2.182087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 159600 members 
Entering Unmasked Estep 
Score: -21820882.000000 Penalty: 5946.851074
	Iteration 45Q: 3 clusters Score -2.182088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 159600 members 
Entering Unmasked Estep 
Score: -21820882.000000 Penalty: 5946.851074
	Iteration 46F: 3 clusters Score -2.182088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Entering Unmasked Estep 
Score: -5846468.500000 Penalty: 2645.323486
	Iteration 0F: 2 clusters Score -5846468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5817415.500000 Penalty: 5290.646973
	Iteration 0F: 3 clusters Score -5817416 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5828246.000000 Penalty: 5290.646973
	Iteration 1F: 3 clusters Score -5828246 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5828775.500000 Penalty: 5290.646973
	Iteration 2Q: 3 clusters Score -5828776 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5829367.500000 Penalty: 5290.646973
	Iteration 3Q: 3 clusters Score -5829368 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -5830145.500000 Penalty: 5290.646973
	Iteration 4Q: 3 clusters Score -5830146 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5831080.000000 Penalty: 5290.646973
	Iteration 5Q: 3 clusters Score -5831080 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5832397.500000 Penalty: 5290.646973
	Iteration 6F: 3 clusters Score -5832398 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5834223.500000 Penalty: 5290.646973
	Iteration 7F: 3 clusters Score -5834224 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -5836618.000000 Penalty: 5290.646973
	Iteration 8F: 3 clusters Score -5836618 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -5839036.500000 Penalty: 5290.646973
	Iteration 9F: 3 clusters Score -5839036 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5841078.000000 Penalty: 5290.646973
	Iteration 10F: 3 clusters Score -5841078 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5842299.000000 Penalty: 5290.646973
	Iteration 11Q: 3 clusters Score -5842299 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5842954.500000 Penalty: 5290.646973
	Iteration 12Q: 3 clusters Score -5842954 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5843274.000000 Penalty: 5290.646973
	Iteration 13Q: 3 clusters Score -5843274 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5843452.000000 Penalty: 5290.646973
	Iteration 14Q: 3 clusters Score -5843452 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5843628.000000 Penalty: 5290.646973
	Iteration 15Q: 3 clusters Score -5843628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5843773.000000 Penalty: 5290.646973
	Iteration 16Q: 3 clusters Score -5843773 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5843861.500000 Penalty: 5290.646973
	Iteration 17Q: 3 clusters Score -5843862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5843959.500000 Penalty: 5290.646973
	Iteration 18Q: 3 clusters Score -5843960 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -5844032.500000 Penalty: 5290.646973
	Iteration 19Q: 3 clusters Score -5844032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5844136.000000 Penalty: 5290.646973
	Iteration 20F: 3 clusters Score -5844136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5844213.000000 Penalty: 5290.646973
	Iteration 21Q: 3 clusters Score -5844213 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5844263.500000 Penalty: 5290.646973
	Iteration 22Q: 3 clusters Score -5844264 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5844294.000000 Penalty: 5290.646973
	Iteration 23Q: 3 clusters Score -5844294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5844358.000000 Penalty: 5290.646973
	Iteration 24Q: 3 clusters Score -5844358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5844394.000000 Penalty: 5290.646973
	Iteration 25Q: 3 clusters Score -5844394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5844448.000000 Penalty: 5290.646973
	Iteration 26Q: 3 clusters Score -5844448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5844470.500000 Penalty: 5290.646973
	Iteration 27Q: 3 clusters Score -5844470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5844489.000000 Penalty: 5290.646973
	Iteration 28Q: 3 clusters Score -5844489 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5844499.500000 Penalty: 5290.646973
	Iteration 29Q: 3 clusters Score -5844500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5844523.000000 Penalty: 5290.646973
	Iteration 30Q: 3 clusters Score -5844523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5844550.000000 Penalty: 5290.646973
	Iteration 31Q: 3 clusters Score -5844550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5844547.500000 Penalty: 5290.646973
	Iteration 32Q: 3 clusters Score -5844548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5844559.000000 Penalty: 5290.646973
	Iteration 33Q: 3 clusters Score -5844559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5844571.500000 Penalty: 5290.646973
	Iteration 34Q: 3 clusters Score -5844572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -5844567.000000 Penalty: 5290.646973
	Iteration 35Q: 3 clusters Score -5844567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5844572.500000 Penalty: 5290.646973
	Iteration 36Q: 3 clusters Score -5844572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5844572.000000 Penalty: 5290.646973
	Iteration 37Q: 3 clusters Score -5844572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -5844578.500000 Penalty: 5290.646973
	Iteration 38Q: 3 clusters Score -5844578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5844591.000000 Penalty: 5290.646973
	Iteration 39Q: 3 clusters Score -5844591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5844587.500000 Penalty: 5290.646973
	Iteration 40F: 3 clusters Score -5844588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5844602.000000 Penalty: 5290.646973
	Iteration 41Q: 3 clusters Score -5844602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5844609.500000 Penalty: 5290.646973
	Iteration 42Q: 3 clusters Score -5844610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5844601.000000 Penalty: 5290.646973
	Iteration 43Q: 3 clusters Score -5844601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5844603.500000 Penalty: 5290.646973
	Iteration 44Q: 3 clusters Score -5844604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5844618.500000 Penalty: 5290.646973
	Iteration 45Q: 3 clusters Score -5844618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5844622.500000 Penalty: 5290.646973
	Iteration 46Q: 3 clusters Score -5844622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5844627.500000 Penalty: 5290.646973
	Iteration 47Q: 3 clusters Score -5844628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5844635.000000 Penalty: 5290.646973
	Iteration 48Q: 3 clusters Score -5844635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5844639.000000 Penalty: 5290.646973
	Iteration 49Q: 3 clusters Score -5844639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5844641.000000 Penalty: 5290.646973
	Iteration 50Q: 3 clusters Score -5844641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5844637.500000 Penalty: 5290.646973
	Iteration 51Q: 3 clusters Score -5844638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5844647.500000 Penalty: 5290.646973
	Iteration 52Q: 3 clusters Score -5844648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5844647.500000 Penalty: 5290.646973
	Iteration 53Q: 3 clusters Score -5844648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5844647.000000 Penalty: 5290.646973
	Iteration 54Q: 3 clusters Score -5844647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5844647.000000 Penalty: 5290.646973
	Iteration 55F: 3 clusters Score -5844647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -174326.203125 Penalty: 1777.425415
	Iteration 0F: 2 clusters Score -174326.2 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 633 members 
Entering Unmasked Estep 
Score: -172164.671875 Penalty: 3554.850830
	Iteration 0F: 3 clusters Score -172164.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172485.375000 Penalty: 3554.850830
	Iteration 1F: 3 clusters Score -172485.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -172580.921875 Penalty: 3554.850830
	Iteration 2F: 3 clusters Score -172580.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -172628.640625 Penalty: 3554.850830
	Iteration 3Q: 3 clusters Score -172628.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -172660.968750 Penalty: 3554.850830
	Iteration 4Q: 3 clusters Score -172661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172687.203125 Penalty: 3554.850830
	Iteration 5Q: 3 clusters Score -172687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172702.296875 Penalty: 3554.850830
	Iteration 6Q: 3 clusters Score -172702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -172715.093750 Penalty: 3554.850830
	Iteration 7Q: 3 clusters Score -172715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -172723.156250 Penalty: 3554.850830
	Iteration 8Q: 3 clusters Score -172723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -172734.984375 Penalty: 3554.850830
	Iteration 9Q: 3 clusters Score -172735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -172744.453125 Penalty: 3554.850830
	Iteration 10Q: 3 clusters Score -172744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -172751.968750 Penalty: 3554.850830
	Iteration 11Q: 3 clusters Score -172752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -172752.625000 Penalty: 3554.850830
	Iteration 12Q: 3 clusters Score -172752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -172754.437500 Penalty: 3554.850830
	Iteration 13Q: 3 clusters Score -172754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -172756.140625 Penalty: 3554.850830
	Iteration 14Q: 3 clusters Score -172756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -172757.234375 Penalty: 3554.850830
	Iteration 15Q: 3 clusters Score -172757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -172757.734375 Penalty: 3554.850830
	Iteration 16Q: 3 clusters Score -172757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -172758.421875 Penalty: 3554.850830
	Iteration 17Q: 3 clusters Score -172758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -172758.421875 Penalty: 3554.850830
	Iteration 18F: 3 clusters Score -172758.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Entering Unmasked Estep 
Score: -4047113.750000 Penalty: 2565.710205
	Iteration 0F: 2 clusters Score -4047114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4025812.500000 Penalty: 5131.420410
	Iteration 0F: 3 clusters Score -4025812 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -4033425.000000 Penalty: 5131.420410
	Iteration 1F: 3 clusters Score -4033425 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4034164.000000 Penalty: 5131.420410
	Iteration 2F: 3 clusters Score -4034164 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4035141.750000 Penalty: 5131.420410
	Iteration 3F: 3 clusters Score -4035142 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4036423.750000 Penalty: 5131.420410
	Iteration 4F: 3 clusters Score -4036424 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4037852.250000 Penalty: 5131.420410
	Iteration 5F: 3 clusters Score -4037852 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4039268.750000 Penalty: 5131.420410
	Iteration 6F: 3 clusters Score -4039269 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4040550.250000 Penalty: 5131.420410
	Iteration 7F: 3 clusters Score -4040550 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4041735.500000 Penalty: 5131.420410
	Iteration 8F: 3 clusters Score -4041736 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4043011.750000 Penalty: 5131.420410
	Iteration 9Q: 3 clusters Score -4043012 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4044122.750000 Penalty: 5131.420410
	Iteration 10Q: 3 clusters Score -4044123 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4044727.000000 Penalty: 5131.420410
	Iteration 11Q: 3 clusters Score -4044727 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4045106.250000 Penalty: 5131.420410
	Iteration 12Q: 3 clusters Score -4045106 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4045326.000000 Penalty: 5131.420410
	Iteration 13Q: 3 clusters Score -4045326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4045483.000000 Penalty: 5131.420410
	Iteration 14Q: 3 clusters Score -4045483 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -4045584.000000 Penalty: 5131.420410
	Iteration 15Q: 3 clusters Score -4045584 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4045636.250000 Penalty: 5131.420410
	Iteration 16Q: 3 clusters Score -4045636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4045686.000000 Penalty: 5131.420410
	Iteration 17Q: 3 clusters Score -4045686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4045714.500000 Penalty: 5131.420410
	Iteration 18Q: 3 clusters Score -4045714 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -4045760.250000 Penalty: 5131.420410
	Iteration 19Q: 3 clusters Score -4045760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4045792.000000 Penalty: 5131.420410
	Iteration 20F: 3 clusters Score -4045792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4045816.750000 Penalty: 5131.420410
	Iteration 21Q: 3 clusters Score -4045817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4045836.750000 Penalty: 5131.420410
	Iteration 22Q: 3 clusters Score -4045837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -4045853.500000 Penalty: 5131.420410
	Iteration 23Q: 3 clusters Score -4045854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4045859.000000 Penalty: 5131.420410
	Iteration 24Q: 3 clusters Score -4045859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4045877.250000 Penalty: 5131.420410
	Iteration 25Q: 3 clusters Score -4045877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -4045879.500000 Penalty: 5131.420410
	Iteration 26Q: 3 clusters Score -4045880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4045890.500000 Penalty: 5131.420410
	Iteration 27Q: 3 clusters Score -4045890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -4045884.250000 Penalty: 5131.420410
	Iteration 28Q: 3 clusters Score -4045884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -4045899.000000 Penalty: 5131.420410
	Iteration 29Q: 3 clusters Score -4045899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4045897.750000 Penalty: 5131.420410
	Iteration 30Q: 3 clusters Score -4045898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4045898.750000 Penalty: 5131.420410
	Iteration 31Q: 3 clusters Score -4045899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4045904.000000 Penalty: 5131.420410
	Iteration 32Q: 3 clusters Score -4045904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4045912.250000 Penalty: 5131.420410
	Iteration 33Q: 3 clusters Score -4045912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -4045920.750000 Penalty: 5131.420410
	Iteration 34Q: 3 clusters Score -4045921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4045926.250000 Penalty: 5131.420410
	Iteration 35Q: 3 clusters Score -4045926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -4045927.750000 Penalty: 5131.420410
	Iteration 36Q: 3 clusters Score -4045928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4045929.250000 Penalty: 5131.420410
	Iteration 37Q: 3 clusters Score -4045929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4045939.250000 Penalty: 5131.420410
	Iteration 38Q: 3 clusters Score -4045939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4045931.250000 Penalty: 5131.420410
	Iteration 39Q: 3 clusters Score -4045931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4045931.250000 Penalty: 5131.420410
	Iteration 40F: 3 clusters Score -4045931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4045932.000000 Penalty: 5131.420410
	Iteration 41Q: 3 clusters Score -4045932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4045940.250000 Penalty: 5131.420410
	Iteration 42Q: 3 clusters Score -4045940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -4045937.000000 Penalty: 5131.420410
	Iteration 43Q: 3 clusters Score -4045937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4045944.250000 Penalty: 5131.420410
	Iteration 44Q: 3 clusters Score -4045944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4045943.500000 Penalty: 5131.420410
	Iteration 45Q: 3 clusters Score -4045944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4045949.250000 Penalty: 5131.420410
	Iteration 46Q: 3 clusters Score -4045949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4045945.500000 Penalty: 5131.420410
	Iteration 47Q: 3 clusters Score -4045946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4045944.250000 Penalty: 5131.420410
	Iteration 48Q: 3 clusters Score -4045944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4045948.750000 Penalty: 5131.420410
	Iteration 49Q: 3 clusters Score -4045949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4045949.500000 Penalty: 5131.420410
	Iteration 50Q: 3 clusters Score -4045950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4045949.500000 Penalty: 5131.420410
	Iteration 51F: 3 clusters Score -4045950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Entering Unmasked Estep 
Score: -1203693.000000 Penalty: 2270.947266
	Iteration 0F: 2 clusters Score -1203693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1196316.875000 Penalty: 4541.894531
	Iteration 0F: 3 clusters Score -1196317 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1198424.750000 Penalty: 4541.894531
	Iteration 1F: 3 clusters Score -1198425 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1198757.250000 Penalty: 4541.894531
	Iteration 2F: 3 clusters Score -1198757 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1199029.375000 Penalty: 4541.894531
	Iteration 3F: 3 clusters Score -1199029 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1199253.125000 Penalty: 4541.894531
	Iteration 4Q: 3 clusters Score -1199253 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1199424.625000 Penalty: 4541.894531
	Iteration 5Q: 3 clusters Score -1199425 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1199604.250000 Penalty: 4541.894531
	Iteration 6Q: 3 clusters Score -1199604 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1199788.375000 Penalty: 4541.894531
	Iteration 7Q: 3 clusters Score -1199788 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1199976.750000 Penalty: 4541.894531
	Iteration 8Q: 3 clusters Score -1199977 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1200198.000000 Penalty: 4541.894531
	Iteration 9Q: 3 clusters Score -1200198 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1200393.625000 Penalty: 4541.894531
	Iteration 10Q: 3 clusters Score -1200394 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1200605.125000 Penalty: 4541.894531
	Iteration 11Q: 3 clusters Score -1200605 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1200800.000000 Penalty: 4541.894531
	Iteration 12Q: 3 clusters Score -1200800 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1201002.375000 Penalty: 4541.894531
	Iteration 13Q: 3 clusters Score -1201002 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1201165.125000 Penalty: 4541.894531
	Iteration 14Q: 3 clusters Score -1201165 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1201283.875000 Penalty: 4541.894531
	Iteration 15Q: 3 clusters Score -1201284 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1201367.750000 Penalty: 4541.894531
	Iteration 16Q: 3 clusters Score -1201368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1201448.625000 Penalty: 4541.894531
	Iteration 17Q: 3 clusters Score -1201449 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1201504.375000 Penalty: 4541.894531
	Iteration 18Q: 3 clusters Score -1201504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1201556.125000 Penalty: 4541.894531
	Iteration 19Q: 3 clusters Score -1201556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1201596.750000 Penalty: 4541.894531
	Iteration 20F: 3 clusters Score -1201597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1201623.625000 Penalty: 4541.894531
	Iteration 21Q: 3 clusters Score -1201624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1201641.000000 Penalty: 4541.894531
	Iteration 22Q: 3 clusters Score -1201641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1201654.000000 Penalty: 4541.894531
	Iteration 23Q: 3 clusters Score -1201654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1201663.000000 Penalty: 4541.894531
	Iteration 24Q: 3 clusters Score -1201663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1201671.500000 Penalty: 4541.894531
	Iteration 25Q: 3 clusters Score -1201672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1201677.375000 Penalty: 4541.894531
	Iteration 26Q: 3 clusters Score -1201677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1201685.875000 Penalty: 4541.894531
	Iteration 27Q: 3 clusters Score -1201686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1201691.125000 Penalty: 4541.894531
	Iteration 28Q: 3 clusters Score -1201691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1201697.250000 Penalty: 4541.894531
	Iteration 29Q: 3 clusters Score -1201697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1201699.500000 Penalty: 4541.894531
	Iteration 30Q: 3 clusters Score -1201700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1201697.000000 Penalty: 4541.894531
	Iteration 31Q: 3 clusters Score -1201697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1201702.375000 Penalty: 4541.894531
	Iteration 32Q: 3 clusters Score -1201702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1201704.000000 Penalty: 4541.894531
	Iteration 33Q: 3 clusters Score -1201704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1201704.000000 Penalty: 4541.894531
	Iteration 34Q: 3 clusters Score -1201704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1201703.750000 Penalty: 4541.894531
	Iteration 35Q: 3 clusters Score -1201704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1201705.250000 Penalty: 4541.894531
	Iteration 36Q: 3 clusters Score -1201705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1201705.750000 Penalty: 4541.894531
	Iteration 37Q: 3 clusters Score -1201706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1201705.375000 Penalty: 4541.894531
	Iteration 38Q: 3 clusters Score -1201705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1201707.375000 Penalty: 4541.894531
	Iteration 39Q: 3 clusters Score -1201707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1201706.625000 Penalty: 4541.894531
	Iteration 40F: 3 clusters Score -1201707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1201708.625000 Penalty: 4541.894531
	Iteration 41Q: 3 clusters Score -1201709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1201708.500000 Penalty: 4541.894531
	Iteration 42Q: 3 clusters Score -1201708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1201707.250000 Penalty: 4541.894531
	Iteration 43Q: 3 clusters Score -1201707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1201709.000000 Penalty: 4541.894531
	Iteration 44Q: 3 clusters Score -1201709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1201709.500000 Penalty: 4541.894531
	Iteration 45Q: 3 clusters Score -1201710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1201709.625000 Penalty: 4541.894531
	Iteration 46Q: 3 clusters Score -1201710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1201709.625000 Penalty: 4541.894531
	Iteration 47F: 3 clusters Score -1201710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Entering Unmasked Estep 
Score: -3050784.250000 Penalty: 2482.359131
	Iteration 0F: 2 clusters Score -3050784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3035203.500000 Penalty: 4964.718262
	Iteration 0F: 3 clusters Score -3035204 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3040519.250000 Penalty: 4964.718262
	Iteration 1F: 3 clusters Score -3040519 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3041006.500000 Penalty: 4964.718262
	Iteration 2F: 3 clusters Score -3041006 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3041524.000000 Penalty: 4964.718262
	Iteration 3F: 3 clusters Score -3041524 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3042163.250000 Penalty: 4964.718262
	Iteration 4F: 3 clusters Score -3042163 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3042909.250000 Penalty: 4964.718262
	Iteration 5F: 3 clusters Score -3042909 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3043856.500000 Penalty: 4964.718262
	Iteration 6F: 3 clusters Score -3043856 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3045021.250000 Penalty: 4964.718262
	Iteration 7F: 3 clusters Score -3045021 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3046162.750000 Penalty: 4964.718262
	Iteration 8F: 3 clusters Score -3046163 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3047062.500000 Penalty: 4964.718262
	Iteration 9Q: 3 clusters Score -3047062 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3047648.500000 Penalty: 4964.718262
	Iteration 10Q: 3 clusters Score -3047648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3047932.750000 Penalty: 4964.718262
	Iteration 11Q: 3 clusters Score -3047933 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3048049.500000 Penalty: 4964.718262
	Iteration 12Q: 3 clusters Score -3048050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3048130.500000 Penalty: 4964.718262
	Iteration 13Q: 3 clusters Score -3048130 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3048186.000000 Penalty: 4964.718262
	Iteration 14Q: 3 clusters Score -3048186 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3048221.500000 Penalty: 4964.718262
	Iteration 15Q: 3 clusters Score -3048222 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3048258.000000 Penalty: 4964.718262
	Iteration 16Q: 3 clusters Score -3048258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3048294.750000 Penalty: 4964.718262
	Iteration 17Q: 3 clusters Score -3048295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3048322.000000 Penalty: 4964.718262
	Iteration 18Q: 3 clusters Score -3048322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3048362.500000 Penalty: 4964.718262
	Iteration 19Q: 3 clusters Score -3048362 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3048391.500000 Penalty: 4964.718262
	Iteration 20F: 3 clusters Score -3048392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3048407.000000 Penalty: 4964.718262
	Iteration 21Q: 3 clusters Score -3048407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3048425.750000 Penalty: 4964.718262
	Iteration 22Q: 3 clusters Score -3048426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3048445.500000 Penalty: 4964.718262
	Iteration 23Q: 3 clusters Score -3048446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3048452.500000 Penalty: 4964.718262
	Iteration 24Q: 3 clusters Score -3048452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3048467.000000 Penalty: 4964.718262
	Iteration 25Q: 3 clusters Score -3048467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3048475.000000 Penalty: 4964.718262
	Iteration 26Q: 3 clusters Score -3048475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3048486.750000 Penalty: 4964.718262
	Iteration 27Q: 3 clusters Score -3048487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3048497.250000 Penalty: 4964.718262
	Iteration 28Q: 3 clusters Score -3048497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3048500.250000 Penalty: 4964.718262
	Iteration 29Q: 3 clusters Score -3048500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3048509.000000 Penalty: 4964.718262
	Iteration 30Q: 3 clusters Score -3048509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3048516.000000 Penalty: 4964.718262
	Iteration 31Q: 3 clusters Score -3048516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3048521.500000 Penalty: 4964.718262
	Iteration 32Q: 3 clusters Score -3048522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3048529.500000 Penalty: 4964.718262
	Iteration 33Q: 3 clusters Score -3048530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3048523.500000 Penalty: 4964.718262
	Iteration 34Q: 3 clusters Score -3048524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3048526.000000 Penalty: 4964.718262
	Iteration 35Q: 3 clusters Score -3048526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3048528.250000 Penalty: 4964.718262
	Iteration 36Q: 3 clusters Score -3048528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3048531.500000 Penalty: 4964.718262
	Iteration 37Q: 3 clusters Score -3048532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3048536.250000 Penalty: 4964.718262
	Iteration 38Q: 3 clusters Score -3048536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3048537.000000 Penalty: 4964.718262
	Iteration 39Q: 3 clusters Score -3048537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3048533.750000 Penalty: 4964.718262
	Iteration 40F: 3 clusters Score -3048534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3048535.000000 Penalty: 4964.718262
	Iteration 41Q: 3 clusters Score -3048535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3048536.500000 Penalty: 4964.718262
	Iteration 42Q: 3 clusters Score -3048536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3048538.250000 Penalty: 4964.718262
	Iteration 43Q: 3 clusters Score -3048538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3048542.000000 Penalty: 4964.718262
	Iteration 44Q: 3 clusters Score -3048542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3048542.000000 Penalty: 4964.718262
	Iteration 45Q: 3 clusters Score -3048542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3048540.750000 Penalty: 4964.718262
	Iteration 46Q: 3 clusters Score -3048541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3048543.750000 Penalty: 4964.718262
	Iteration 47Q: 3 clusters Score -3048544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3048548.250000 Penalty: 4964.718262
	Iteration 48Q: 3 clusters Score -3048548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3048549.750000 Penalty: 4964.718262
	Iteration 49Q: 3 clusters Score -3048550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3048549.250000 Penalty: 4964.718262
	Iteration 50Q: 3 clusters Score -3048549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3048544.250000 Penalty: 4964.718262
	Iteration 51Q: 3 clusters Score -3048544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3048544.750000 Penalty: 4964.718262
	Iteration 52Q: 3 clusters Score -3048545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3048548.000000 Penalty: 4964.718262
	Iteration 53Q: 3 clusters Score -3048548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3048547.250000 Penalty: 4964.718262
	Iteration 54Q: 3 clusters Score -3048547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3048547.250000 Penalty: 4964.718262
	Iteration 55F: 3 clusters Score -3048547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (168802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Entering Unmasked Estep 
Score: -22865590.000000 Penalty: 2985.047607
	Iteration 0F: 2 clusters Score -2.286559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -22754186.000000 Penalty: 5970.095215
	Iteration 0F: 3 clusters Score -2.275419e+07 nChanged 81065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -22801588.000000 Penalty: 5970.095215
	Iteration 1F: 3 clusters Score -2.280159e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -22802826.000000 Penalty: 5970.095215
	Iteration 2Q: 3 clusters Score -2.280283e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -22804848.000000 Penalty: 5970.095215
	Iteration 3Q: 3 clusters Score -2.280485e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -22807848.000000 Penalty: 5970.095215
	Iteration 4Q: 3 clusters Score -2.280785e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -22812424.000000 Penalty: 5970.095215
	Iteration 5F: 3 clusters Score -2.281242e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -22819084.000000 Penalty: 5970.095215
	Iteration 6F: 3 clusters Score -2.281908e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -22827564.000000 Penalty: 5970.095215
	Iteration 7F: 3 clusters Score -2.282756e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -22837018.000000 Penalty: 5970.095215
	Iteration 8F: 3 clusters Score -2.283702e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113535 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -22845418.000000 Penalty: 5970.095215
	Iteration 9F: 3 clusters Score -2.284542e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -22849582.000000 Penalty: 5970.095215
	Iteration 10Q: 3 clusters Score -2.284958e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -22851332.000000 Penalty: 5970.095215
	Iteration 11Q: 3 clusters Score -2.285133e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -22852314.000000 Penalty: 5970.095215
	Iteration 12Q: 3 clusters Score -2.285231e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -22853098.000000 Penalty: 5970.095215
	Iteration 13Q: 3 clusters Score -2.28531e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126830 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -22853808.000000 Penalty: 5970.095215
	Iteration 14Q: 3 clusters Score -2.285381e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129167 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -22854428.000000 Penalty: 5970.095215
	Iteration 15Q: 3 clusters Score -2.285443e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -22855112.000000 Penalty: 5970.095215
	Iteration 16Q: 3 clusters Score -2.285511e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133636 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -22855702.000000 Penalty: 5970.095215
	Iteration 17Q: 3 clusters Score -2.28557e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -22856234.000000 Penalty: 5970.095215
	Iteration 18Q: 3 clusters Score -2.285623e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137780 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -22856678.000000 Penalty: 5970.095215
	Iteration 19Q: 3 clusters Score -2.285668e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139747 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -22857078.000000 Penalty: 5970.095215
	Iteration 20F: 3 clusters Score -2.285708e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141607 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -22857440.000000 Penalty: 5970.095215
	Iteration 21Q: 3 clusters Score -2.285744e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143504 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -22857952.000000 Penalty: 5970.095215
	Iteration 22Q: 3 clusters Score -2.285795e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -22858512.000000 Penalty: 5970.095215
	Iteration 23Q: 3 clusters Score -2.285851e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -22858928.000000 Penalty: 5970.095215
	Iteration 24Q: 3 clusters Score -2.285893e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 5970.095215
	Iteration 25Q: 3 clusters Score -2.285928e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -22859782.000000 Penalty: 5970.095215
	Iteration 26Q: 3 clusters Score -2.285978e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -22860280.000000 Penalty: 5970.095215
	Iteration 27Q: 3 clusters Score -2.286028e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -22860650.000000 Penalty: 5970.095215
	Iteration 28Q: 3 clusters Score -2.286065e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -22861160.000000 Penalty: 5970.095215
	Iteration 29Q: 3 clusters Score -2.286116e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -22861602.000000 Penalty: 5970.095215
	Iteration 30Q: 3 clusters Score -2.28616e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -22861934.000000 Penalty: 5970.095215
	Iteration 31Q: 3 clusters Score -2.286193e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -22862234.000000 Penalty: 5970.095215
	Iteration 32Q: 3 clusters Score -2.286223e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160426 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -22862494.000000 Penalty: 5970.095215
	Iteration 33Q: 3 clusters Score -2.286249e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -22862816.000000 Penalty: 5970.095215
	Iteration 34Q: 3 clusters Score -2.286282e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -22863000.000000 Penalty: 5970.095215
	Iteration 35Q: 3 clusters Score -2.2863e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163219 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -22863164.000000 Penalty: 5970.095215
	Iteration 36Q: 3 clusters Score -2.286316e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -22863314.000000 Penalty: 5970.095215
	Iteration 37Q: 3 clusters Score -2.286331e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164485 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -22863390.000000 Penalty: 5970.095215
	Iteration 38Q: 3 clusters Score -2.286339e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -22863466.000000 Penalty: 5970.095215
	Iteration 39Q: 3 clusters Score -2.286347e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -22863522.000000 Penalty: 5970.095215
	Iteration 40F: 3 clusters Score -2.286352e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -22863582.000000 Penalty: 5970.095215
	Iteration 41Q: 3 clusters Score -2.286358e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -22863660.000000 Penalty: 5970.095215
	Iteration 42Q: 3 clusters Score -2.286366e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -22863710.000000 Penalty: 5970.095215
	Iteration 43Q: 3 clusters Score -2.286371e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166417 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -22863772.000000 Penalty: 5970.095215
	Iteration 44Q: 3 clusters Score -2.286377e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -22863744.000000 Penalty: 5970.095215
	Iteration 45Q: 3 clusters Score -2.286374e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22863728.000000 Penalty: 5970.095215
	Iteration 46Q: 3 clusters Score -2.286373e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -22863688.000000 Penalty: 5970.095215
	Iteration 47Q: 3 clusters Score -2.286369e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22863690.000000 Penalty: 5970.095215
	Iteration 48Q: 3 clusters Score -2.286369e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166995 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -22863716.000000 Penalty: 5970.095215
	Iteration 49Q: 3 clusters Score -2.286372e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167065 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -22863758.000000 Penalty: 5970.095215
	Iteration 50Q: 3 clusters Score -2.286376e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167113 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22863766.000000 Penalty: 5970.095215
	Iteration 51Q: 3 clusters Score -2.286377e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -22863780.000000 Penalty: 5970.095215
	Iteration 52Q: 3 clusters Score -2.286378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22863774.000000 Penalty: 5970.095215
	Iteration 53Q: 3 clusters Score -2.286377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167215 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22863762.000000 Penalty: 5970.095215
	Iteration 54Q: 3 clusters Score -2.286376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22863768.000000 Penalty: 5970.095215
	Iteration 55Q: 3 clusters Score -2.286377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22863772.000000 Penalty: 5970.095215
	Iteration 56Q: 3 clusters Score -2.286377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22863780.000000 Penalty: 5970.095215
	Iteration 57Q: 3 clusters Score -2.286378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -22863802.000000 Penalty: 5970.095215
	Iteration 58Q: 3 clusters Score -2.28638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22863796.000000 Penalty: 5970.095215
	Iteration 59Q: 3 clusters Score -2.28638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -22863806.000000 Penalty: 5970.095215
	Iteration 60F: 3 clusters Score -2.286381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167286 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22863810.000000 Penalty: 5970.095215
	Iteration 61Q: 3 clusters Score -2.286381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22863804.000000 Penalty: 5970.095215
	Iteration 62Q: 3 clusters Score -2.28638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22863796.000000 Penalty: 5970.095215
	Iteration 63Q: 3 clusters Score -2.28638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22863782.000000 Penalty: 5970.095215
	Iteration 64Q: 3 clusters Score -2.286378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22863802.000000 Penalty: 5970.095215
	Iteration 65Q: 3 clusters Score -2.28638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22863784.000000 Penalty: 5970.095215
	Iteration 66Q: 3 clusters Score -2.286378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22863780.000000 Penalty: 5970.095215
	Iteration 67Q: 3 clusters Score -2.286378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22863772.000000 Penalty: 5970.095215
	Iteration 68Q: 3 clusters Score -2.286377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22863772.000000 Penalty: 5970.095215
	Iteration 69F: 3 clusters Score -2.286377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -3125858.250000 Penalty: 2490.499512
	Iteration 0F: 2 clusters Score -3125858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3109770.250000 Penalty: 4980.999023
	Iteration 0F: 3 clusters Score -3109770 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3115298.000000 Penalty: 4980.999023
	Iteration 1F: 3 clusters Score -3115298 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3115808.000000 Penalty: 4980.999023
	Iteration 2F: 3 clusters Score -3115808 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3116227.250000 Penalty: 4980.999023
	Iteration 3Q: 3 clusters Score -3116227 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3116683.500000 Penalty: 4980.999023
	Iteration 4Q: 3 clusters Score -3116684 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3117152.000000 Penalty: 4980.999023
	Iteration 5Q: 3 clusters Score -3117152 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3117642.000000 Penalty: 4980.999023
	Iteration 6Q: 3 clusters Score -3117642 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3118203.000000 Penalty: 4980.999023
	Iteration 7Q: 3 clusters Score -3118203 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3118819.000000 Penalty: 4980.999023
	Iteration 8Q: 3 clusters Score -3118819 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3119535.500000 Penalty: 4980.999023
	Iteration 9F: 3 clusters Score -3119536 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3120252.750000 Penalty: 4980.999023
	Iteration 10Q: 3 clusters Score -3120253 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3120897.000000 Penalty: 4980.999023
	Iteration 11Q: 3 clusters Score -3120897 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3121273.500000 Penalty: 4980.999023
	Iteration 12Q: 3 clusters Score -3121274 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3121515.500000 Penalty: 4980.999023
	Iteration 13Q: 3 clusters Score -3121516 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3121677.500000 Penalty: 4980.999023
	Iteration 14Q: 3 clusters Score -3121678 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3121863.000000 Penalty: 4980.999023
	Iteration 15Q: 3 clusters Score -3121863 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3121994.000000 Penalty: 4980.999023
	Iteration 16Q: 3 clusters Score -3121994 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3122120.500000 Penalty: 4980.999023
	Iteration 17Q: 3 clusters Score -3122120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3122221.500000 Penalty: 4980.999023
	Iteration 18Q: 3 clusters Score -3122222 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3122306.500000 Penalty: 4980.999023
	Iteration 19Q: 3 clusters Score -3122306 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3122377.500000 Penalty: 4980.999023
	Iteration 20F: 3 clusters Score -3122378 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3122452.250000 Penalty: 4980.999023
	Iteration 21Q: 3 clusters Score -3122452 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3122511.250000 Penalty: 4980.999023
	Iteration 22Q: 3 clusters Score -3122511 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3122565.500000 Penalty: 4980.999023
	Iteration 23Q: 3 clusters Score -3122566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3122630.500000 Penalty: 4980.999023
	Iteration 24Q: 3 clusters Score -3122630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3122712.750000 Penalty: 4980.999023
	Iteration 25Q: 3 clusters Score -3122713 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3122767.500000 Penalty: 4980.999023
	Iteration 26Q: 3 clusters Score -3122768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3122805.500000 Penalty: 4980.999023
	Iteration 27Q: 3 clusters Score -3122806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3122858.250000 Penalty: 4980.999023
	Iteration 28Q: 3 clusters Score -3122858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3122905.250000 Penalty: 4980.999023
	Iteration 29Q: 3 clusters Score -3122905 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3122953.000000 Penalty: 4980.999023
	Iteration 30Q: 3 clusters Score -3122953 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3122990.000000 Penalty: 4980.999023
	Iteration 31Q: 3 clusters Score -3122990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3123018.000000 Penalty: 4980.999023
	Iteration 32Q: 3 clusters Score -3123018 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3123036.750000 Penalty: 4980.999023
	Iteration 33Q: 3 clusters Score -3123037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3123066.250000 Penalty: 4980.999023
	Iteration 34Q: 3 clusters Score -3123066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3123086.500000 Penalty: 4980.999023
	Iteration 35Q: 3 clusters Score -3123086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3123095.250000 Penalty: 4980.999023
	Iteration 36Q: 3 clusters Score -3123095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3123100.500000 Penalty: 4980.999023
	Iteration 37Q: 3 clusters Score -3123100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3123114.250000 Penalty: 4980.999023
	Iteration 38Q: 3 clusters Score -3123114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3123131.750000 Penalty: 4980.999023
	Iteration 39Q: 3 clusters Score -3123132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3123130.750000 Penalty: 4980.999023
	Iteration 40F: 3 clusters Score -3123131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3123149.000000 Penalty: 4980.999023
	Iteration 41Q: 3 clusters Score -3123149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3123145.500000 Penalty: 4980.999023
	Iteration 42Q: 3 clusters Score -3123146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3123164.250000 Penalty: 4980.999023
	Iteration 43Q: 3 clusters Score -3123164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3123167.500000 Penalty: 4980.999023
	Iteration 44Q: 3 clusters Score -3123168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3123170.000000 Penalty: 4980.999023
	Iteration 45Q: 3 clusters Score -3123170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3123181.750000 Penalty: 4980.999023
	Iteration 46Q: 3 clusters Score -3123182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3123182.500000 Penalty: 4980.999023
	Iteration 47Q: 3 clusters Score -3123182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3123195.500000 Penalty: 4980.999023
	Iteration 48Q: 3 clusters Score -3123196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3123212.250000 Penalty: 4980.999023
	Iteration 49Q: 3 clusters Score -3123212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3123216.250000 Penalty: 4980.999023
	Iteration 50Q: 3 clusters Score -3123216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3123224.250000 Penalty: 4980.999023
	Iteration 51Q: 3 clusters Score -3123224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3123228.500000 Penalty: 4980.999023
	Iteration 52Q: 3 clusters Score -3123228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3123231.750000 Penalty: 4980.999023
	Iteration 53Q: 3 clusters Score -3123232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3123246.000000 Penalty: 4980.999023
	Iteration 54Q: 3 clusters Score -3123246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3123244.500000 Penalty: 4980.999023
	Iteration 55Q: 3 clusters Score -3123244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3123249.750000 Penalty: 4980.999023
	Iteration 56Q: 3 clusters Score -3123250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3123262.500000 Penalty: 4980.999023
	Iteration 57Q: 3 clusters Score -3123262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3123272.750000 Penalty: 4980.999023
	Iteration 58Q: 3 clusters Score -3123273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3123286.750000 Penalty: 4980.999023
	Iteration 59Q: 3 clusters Score -3123287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3123289.500000 Penalty: 4980.999023
	Iteration 60F: 3 clusters Score -3123290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3123296.500000 Penalty: 4980.999023
	Iteration 61Q: 3 clusters Score -3123296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3123297.000000 Penalty: 4980.999023
	Iteration 62Q: 3 clusters Score -3123297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3123307.500000 Penalty: 4980.999023
	Iteration 63Q: 3 clusters Score -3123308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3123325.250000 Penalty: 4980.999023
	Iteration 64Q: 3 clusters Score -3123325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3123325.500000 Penalty: 4980.999023
	Iteration 65Q: 3 clusters Score -3123326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3123332.250000 Penalty: 4980.999023
	Iteration 66Q: 3 clusters Score -3123332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3123335.000000 Penalty: 4980.999023
	Iteration 67Q: 3 clusters Score -3123335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3123352.000000 Penalty: 4980.999023
	Iteration 68Q: 3 clusters Score -3123352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3123364.750000 Penalty: 4980.999023
	Iteration 69Q: 3 clusters Score -3123365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3123372.000000 Penalty: 4980.999023
	Iteration 70Q: 3 clusters Score -3123372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3123381.750000 Penalty: 4980.999023
	Iteration 71Q: 3 clusters Score -3123382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3123383.000000 Penalty: 4980.999023
	Iteration 72Q: 3 clusters Score -3123383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3123393.250000 Penalty: 4980.999023
	Iteration 73Q: 3 clusters Score -3123393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3123402.750000 Penalty: 4980.999023
	Iteration 74Q: 3 clusters Score -3123403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3123405.000000 Penalty: 4980.999023
	Iteration 75Q: 3 clusters Score -3123405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3123397.500000 Penalty: 4980.999023
	Iteration 76Q: 3 clusters Score -3123398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3123410.000000 Penalty: 4980.999023
	Iteration 77Q: 3 clusters Score -3123410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3123413.000000 Penalty: 4980.999023
	Iteration 78Q: 3 clusters Score -3123413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3123419.750000 Penalty: 4980.999023
	Iteration 79Q: 3 clusters Score -3123420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3123432.000000 Penalty: 4980.999023
	Iteration 80F: 3 clusters Score -3123432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3123428.000000 Penalty: 4980.999023
	Iteration 81Q: 3 clusters Score -3123428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3123428.250000 Penalty: 4980.999023
	Iteration 82Q: 3 clusters Score -3123428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3123434.250000 Penalty: 4980.999023
	Iteration 83Q: 3 clusters Score -3123434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3123436.250000 Penalty: 4980.999023
	Iteration 84Q: 3 clusters Score -3123436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3123444.000000 Penalty: 4980.999023
	Iteration 85Q: 3 clusters Score -3123444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3123442.750000 Penalty: 4980.999023
	Iteration 86Q: 3 clusters Score -3123443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3123443.250000 Penalty: 4980.999023
	Iteration 87Q: 3 clusters Score -3123443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3123456.250000 Penalty: 4980.999023
	Iteration 88Q: 3 clusters Score -3123456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3123460.250000 Penalty: 4980.999023
	Iteration 89Q: 3 clusters Score -3123460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3123469.500000 Penalty: 4980.999023
	Iteration 90Q: 3 clusters Score -3123470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3123463.500000 Penalty: 4980.999023
	Iteration 91Q: 3 clusters Score -3123464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3123466.000000 Penalty: 4980.999023
	Iteration 92Q: 3 clusters Score -3123466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3123467.750000 Penalty: 4980.999023
	Iteration 93Q: 3 clusters Score -3123468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3123481.750000 Penalty: 4980.999023
	Iteration 94Q: 3 clusters Score -3123482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3123494.250000 Penalty: 4980.999023
	Iteration 95Q: 3 clusters Score -3123494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3123509.750000 Penalty: 4980.999023
	Iteration 96Q: 3 clusters Score -3123510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3123520.500000 Penalty: 4980.999023
	Iteration 97Q: 3 clusters Score -3123520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3123535.000000 Penalty: 4980.999023
	Iteration 98Q: 3 clusters Score -3123535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3123540.250000 Penalty: 4980.999023
	Iteration 99Q: 3 clusters Score -3123540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3123547.750000 Penalty: 4980.999023
	Iteration 100F: 3 clusters Score -3123548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3123555.750000 Penalty: 4980.999023
	Iteration 101Q: 3 clusters Score -3123556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3123562.000000 Penalty: 4980.999023
	Iteration 102Q: 3 clusters Score -3123562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3123575.500000 Penalty: 4980.999023
	Iteration 103Q: 3 clusters Score -3123576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3123585.250000 Penalty: 4980.999023
	Iteration 104Q: 3 clusters Score -3123585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3123587.500000 Penalty: 4980.999023
	Iteration 105Q: 3 clusters Score -3123588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3123590.750000 Penalty: 4980.999023
	Iteration 106Q: 3 clusters Score -3123591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3123587.000000 Penalty: 4980.999023
	Iteration 107Q: 3 clusters Score -3123587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3123587.000000 Penalty: 4980.999023
	Iteration 108Q: 3 clusters Score -3123587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3123590.250000 Penalty: 4980.999023
	Iteration 109Q: 3 clusters Score -3123590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3123591.750000 Penalty: 4980.999023
	Iteration 110Q: 3 clusters Score -3123592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3123594.750000 Penalty: 4980.999023
	Iteration 111Q: 3 clusters Score -3123595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3123602.500000 Penalty: 4980.999023
	Iteration 112Q: 3 clusters Score -3123602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3123608.000000 Penalty: 4980.999023
	Iteration 113Q: 3 clusters Score -3123608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3123610.500000 Penalty: 4980.999023
	Iteration 114Q: 3 clusters Score -3123610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3123609.250000 Penalty: 4980.999023
	Iteration 115Q: 3 clusters Score -3123609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3123611.250000 Penalty: 4980.999023
	Iteration 116Q: 3 clusters Score -3123611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3123613.250000 Penalty: 4980.999023
	Iteration 117Q: 3 clusters Score -3123613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3123611.500000 Penalty: 4980.999023
	Iteration 118Q: 3 clusters Score -3123612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3123615.500000 Penalty: 4980.999023
	Iteration 119Q: 3 clusters Score -3123616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3123616.500000 Penalty: 4980.999023
	Iteration 120F: 3 clusters Score -3123616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3123617.000000 Penalty: 4980.999023
	Iteration 121Q: 3 clusters Score -3123617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3123614.250000 Penalty: 4980.999023
	Iteration 122Q: 3 clusters Score -3123614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3123612.500000 Penalty: 4980.999023
	Iteration 123Q: 3 clusters Score -3123612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3123613.250000 Penalty: 4980.999023
	Iteration 124Q: 3 clusters Score -3123613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3123611.500000 Penalty: 4980.999023
	Iteration 125Q: 3 clusters Score -3123612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3123614.750000 Penalty: 4980.999023
	Iteration 126Q: 3 clusters Score -3123615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3123616.500000 Penalty: 4980.999023
	Iteration 127Q: 3 clusters Score -3123616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3123618.250000 Penalty: 4980.999023
	Iteration 128Q: 3 clusters Score -3123618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3123618.250000 Penalty: 4980.999023
	Iteration 129F: 3 clusters Score -3123618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 170 members 
Entering Unmasked Estep 
Score: -37631.148438 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37631.15 nChanged 49
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: -37840.578125 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37840.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37930.261719 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -37930.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38047.683594 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -38047.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38189.687500 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -38189.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38250.246094 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -38250.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38295.835938 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -38295.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38353.554688 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -38353.55 nChanged 5
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: -38373.105469 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -38373.11 nChanged 3
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: -38382.457031 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -38382.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38386.714844 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -38386.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38395.851562 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -38395.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38398.273438 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -38398.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38398.273438 Penalty: 2899.833740
	Iteration 13F: 3 clusters Score -38398.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -226768.812500 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -226768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224287.890625 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -224287.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -224707.828125 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -224707.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -224822.703125 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -224822.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -224912.093750 Penalty: 3723.269531
	Iteration 3Q: 3 clusters Score -224912.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -225015.062500 Penalty: 3723.269531
	Iteration 4Q: 3 clusters Score -225015.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -225140.609375 Penalty: 3723.269531
	Iteration 5Q: 3 clusters Score -225140.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -225337.703125 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -225337.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -225708.718750 Penalty: 3723.269531
	Iteration 7F: 3 clusters Score -225708.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -226066.421875 Penalty: 3723.269531
	Iteration 8F: 3 clusters Score -226066.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -226430.906250 Penalty: 3723.269531
	Iteration 9F: 3 clusters Score -226430.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -226769.531250 Penalty: 3723.269531
	Iteration 10F: 3 clusters Score -226769.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -226985.906250 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -226985.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227139.390625 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -227139.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -227213.171875 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -227213.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -227243.171875 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -227243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227257.406250 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -227257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -227262.750000 Penalty: 3723.269531
	Iteration 16Q: 3 clusters Score -227262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -227269.234375 Penalty: 3723.269531
	Iteration 17Q: 3 clusters Score -227269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -227273.484375 Penalty: 3723.269531
	Iteration 18Q: 3 clusters Score -227273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -227275.265625 Penalty: 3723.269531
	Iteration 19Q: 3 clusters Score -227275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -227279.453125 Penalty: 3723.269531
	Iteration 20F: 3 clusters Score -227279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -227283.843750 Penalty: 3723.269531
	Iteration 21Q: 3 clusters Score -227283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227286.812500 Penalty: 3723.269531
	Iteration 22Q: 3 clusters Score -227286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227286.812500 Penalty: 3723.269531
	Iteration 23F: 3 clusters Score -227286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 33864 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 161074 members 
Mstep: Class 9 contains 42900 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 168802 members 
Mstep: Class 15 contains 22979 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161149 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24954 members 
Mstep: Class 24 contains 75380 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126449032.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126450296.000000 to -126449032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 107 members 
Entering Unmasked Estep 
Score: -19245.355469 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19245.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19369.300781 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19369.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19417.548828 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19417.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19435.025391 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19435.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19456.244141 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19456.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19474.578125 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -19474.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19479.230469 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -19479.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19483.218750 Penalty: 2635.350342
	Iteration 7Q: 3 clusters Score -19483.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19483.218750 Penalty: 2635.350342
	Iteration 8F: 3 clusters Score -19483.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Entering Unmasked Estep 
Score: -21842968.000000 Penalty: 2973.541016
	Iteration 0F: 2 clusters Score -2.184297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -21737142.000000 Penalty: 5947.082031
	Iteration 0F: 3 clusters Score -2.173714e+07 nChanged 77337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -21782944.000000 Penalty: 5947.082031
	Iteration 1F: 3 clusters Score -2.178294e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -21784250.000000 Penalty: 5947.082031
	Iteration 2Q: 3 clusters Score -2.178425e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -21786244.000000 Penalty: 5947.082031
	Iteration 3Q: 3 clusters Score -2.178624e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -21789404.000000 Penalty: 5947.082031
	Iteration 4Q: 3 clusters Score -2.17894e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -21794726.000000 Penalty: 5947.082031
	Iteration 5F: 3 clusters Score -2.179473e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 113624 members 
Entering Unmasked Estep 
Score: -21803042.000000 Penalty: 5947.082031
	Iteration 6F: 3 clusters Score -2.180304e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -21813380.000000 Penalty: 5947.082031
	Iteration 7F: 3 clusters Score -2.181338e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -21822924.000000 Penalty: 5947.082031
	Iteration 8F: 3 clusters Score -2.182292e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 140217 members 
Entering Unmasked Estep 
Score: -21829084.000000 Penalty: 5947.082031
	Iteration 9Q: 3 clusters Score -2.182908e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -21832482.000000 Penalty: 5947.082031
	Iteration 10Q: 3 clusters Score -2.183248e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 146107 members 
Entering Unmasked Estep 
Score: -21834392.000000 Penalty: 5947.082031
	Iteration 11Q: 3 clusters Score -2.183439e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -21835562.000000 Penalty: 5947.082031
	Iteration 12Q: 3 clusters Score -2.183556e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -21836626.000000 Penalty: 5947.082031
	Iteration 13Q: 3 clusters Score -2.183663e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 151046 members 
Entering Unmasked Estep 
Score: -21837602.000000 Penalty: 5947.082031
	Iteration 14Q: 3 clusters Score -2.18376e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 152332 members 
Entering Unmasked Estep 
Score: -21838246.000000 Penalty: 5947.082031
	Iteration 15Q: 3 clusters Score -2.183825e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -21838896.000000 Penalty: 5947.082031
	Iteration 16Q: 3 clusters Score -2.18389e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 154352 members 
Entering Unmasked Estep 
Score: -21839372.000000 Penalty: 5947.082031
	Iteration 17Q: 3 clusters Score -2.183937e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -21839688.000000 Penalty: 5947.082031
	Iteration 18Q: 3 clusters Score -2.183969e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 155707 members 
Entering Unmasked Estep 
Score: -21839918.000000 Penalty: 5947.082031
	Iteration 19Q: 3 clusters Score -2.183992e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -21840122.000000 Penalty: 5947.082031
	Iteration 20F: 3 clusters Score -2.184012e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -21840228.000000 Penalty: 5947.082031
	Iteration 21Q: 3 clusters Score -2.184023e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -21840422.000000 Penalty: 5947.082031
	Iteration 22Q: 3 clusters Score -2.184042e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -21840420.000000 Penalty: 5947.082031
	Iteration 23Q: 3 clusters Score -2.184042e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 157457 members 
Entering Unmasked Estep 
Score: -21840510.000000 Penalty: 5947.082031
	Iteration 24Q: 3 clusters Score -2.184051e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -21840578.000000 Penalty: 5947.082031
	Iteration 25Q: 3 clusters Score -2.184058e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -21840710.000000 Penalty: 5947.082031
	Iteration 26Q: 3 clusters Score -2.184071e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -21840714.000000 Penalty: 5947.082031
	Iteration 27Q: 3 clusters Score -2.184071e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -21840696.000000 Penalty: 5947.082031
	Iteration 28Q: 3 clusters Score -2.18407e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -21840748.000000 Penalty: 5947.082031
	Iteration 29Q: 3 clusters Score -2.184075e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -21840776.000000 Penalty: 5947.082031
	Iteration 30Q: 3 clusters Score -2.184078e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 158491 members 
Entering Unmasked Estep 
Score: -21840828.000000 Penalty: 5947.082031
	Iteration 31Q: 3 clusters Score -2.184083e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -21840822.000000 Penalty: 5947.082031
	Iteration 32Q: 3 clusters Score -2.184082e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -21840834.000000 Penalty: 5947.082031
	Iteration 33Q: 3 clusters Score -2.184083e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -21840894.000000 Penalty: 5947.082031
	Iteration 34Q: 3 clusters Score -2.184089e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21840918.000000 Penalty: 5947.082031
	Iteration 35Q: 3 clusters Score -2.184092e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -21840938.000000 Penalty: 5947.082031
	Iteration 36Q: 3 clusters Score -2.184094e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -21840914.000000 Penalty: 5947.082031
	Iteration 37Q: 3 clusters Score -2.184091e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -21840920.000000 Penalty: 5947.082031
	Iteration 38Q: 3 clusters Score -2.184092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -21840936.000000 Penalty: 5947.082031
	Iteration 39Q: 3 clusters Score -2.184094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 159068 members 
Entering Unmasked Estep 
Score: -21840922.000000 Penalty: 5947.082031
	Iteration 40F: 3 clusters Score -2.184092e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -21840938.000000 Penalty: 5947.082031
	Iteration 41Q: 3 clusters Score -2.184094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -21840968.000000 Penalty: 5947.082031
	Iteration 42Q: 3 clusters Score -2.184097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -21840974.000000 Penalty: 5947.082031
	Iteration 43Q: 3 clusters Score -2.184097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 159166 members 
Entering Unmasked Estep 
Score: -21840956.000000 Penalty: 5947.082031
	Iteration 44Q: 3 clusters Score -2.184096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -21840970.000000 Penalty: 5947.082031
	Iteration 45Q: 3 clusters Score -2.184097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -21840974.000000 Penalty: 5947.082031
	Iteration 46Q: 3 clusters Score -2.184097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 159182 members 
Entering Unmasked Estep 
Score: -21840964.000000 Penalty: 5947.082031
	Iteration 47Q: 3 clusters Score -2.184096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -21840966.000000 Penalty: 5947.082031
	Iteration 48Q: 3 clusters Score -2.184097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -21840948.000000 Penalty: 5947.082031
	Iteration 49Q: 3 clusters Score -2.184095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -21840940.000000 Penalty: 5947.082031
	Iteration 50Q: 3 clusters Score -2.184094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -21840940.000000 Penalty: 5947.082031
	Iteration 51Q: 3 clusters Score -2.184094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -21840946.000000 Penalty: 5947.082031
	Iteration 52Q: 3 clusters Score -2.184095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -21840958.000000 Penalty: 5947.082031
	Iteration 53Q: 3 clusters Score -2.184096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -21840968.000000 Penalty: 5947.082031
	Iteration 54Q: 3 clusters Score -2.184097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -21840944.000000 Penalty: 5947.082031
	Iteration 55Q: 3 clusters Score -2.184094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 159233 members 
Entering Unmasked Estep 
Score: -21840966.000000 Penalty: 5947.082031
	Iteration 56Q: 3 clusters Score -2.184097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -21840964.000000 Penalty: 5947.082031
	Iteration 57Q: 3 clusters Score -2.184096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 159241 members 
Entering Unmasked Estep 
Score: -21840982.000000 Penalty: 5947.082031
	Iteration 58Q: 3 clusters Score -2.184098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 159246 members 
Entering Unmasked Estep 
Score: -21840988.000000 Penalty: 5947.082031
	Iteration 59Q: 3 clusters Score -2.184099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 159248 members 
Entering Unmasked Estep 
Score: -21840984.000000 Penalty: 5947.082031
	Iteration 60F: 3 clusters Score -2.184098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -21840988.000000 Penalty: 5947.082031
	Iteration 61Q: 3 clusters Score -2.184099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -21840986.000000 Penalty: 5947.082031
	Iteration 62Q: 3 clusters Score -2.184099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -21840988.000000 Penalty: 5947.082031
	Iteration 63Q: 3 clusters Score -2.184099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -21840986.000000 Penalty: 5947.082031
	Iteration 64Q: 3 clusters Score -2.184099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -21840986.000000 Penalty: 5947.082031
	Iteration 65F: 3 clusters Score -2.184099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -1537690.125000 Penalty: 2346.101562
	Iteration 0F: 2 clusters Score -1537690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1528306.000000 Penalty: 4692.203125
	Iteration 0F: 3 clusters Score -1528306 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1531449.125000 Penalty: 4692.203125
	Iteration 1F: 3 clusters Score -1531449 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1532071.875000 Penalty: 4692.203125
	Iteration 2F: 3 clusters Score -1532072 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1532592.375000 Penalty: 4692.203125
	Iteration 3F: 3 clusters Score -1532592 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1533058.250000 Penalty: 4692.203125
	Iteration 4F: 3 clusters Score -1533058 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1533475.000000 Penalty: 4692.203125
	Iteration 5F: 3 clusters Score -1533475 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1533824.000000 Penalty: 4692.203125
	Iteration 6Q: 3 clusters Score -1533824 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1534125.375000 Penalty: 4692.203125
	Iteration 7Q: 3 clusters Score -1534125 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1534388.375000 Penalty: 4692.203125
	Iteration 8Q: 3 clusters Score -1534388 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1534615.125000 Penalty: 4692.203125
	Iteration 9Q: 3 clusters Score -1534615 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1534832.750000 Penalty: 4692.203125
	Iteration 10Q: 3 clusters Score -1534833 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1535002.000000 Penalty: 4692.203125
	Iteration 11Q: 3 clusters Score -1535002 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1535149.125000 Penalty: 4692.203125
	Iteration 12Q: 3 clusters Score -1535149 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1535289.625000 Penalty: 4692.203125
	Iteration 13Q: 3 clusters Score -1535290 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1535430.875000 Penalty: 4692.203125
	Iteration 14Q: 3 clusters Score -1535431 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1535609.625000 Penalty: 4692.203125
	Iteration 15Q: 3 clusters Score -1535610 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1535753.500000 Penalty: 4692.203125
	Iteration 16Q: 3 clusters Score -1535754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1535859.750000 Penalty: 4692.203125
	Iteration 17Q: 3 clusters Score -1535860 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1535944.625000 Penalty: 4692.203125
	Iteration 18Q: 3 clusters Score -1535945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1536038.250000 Penalty: 4692.203125
	Iteration 19Q: 3 clusters Score -1536038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1536128.875000 Penalty: 4692.203125
	Iteration 20F: 3 clusters Score -1536129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1536198.125000 Penalty: 4692.203125
	Iteration 21Q: 3 clusters Score -1536198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1536241.000000 Penalty: 4692.203125
	Iteration 22Q: 3 clusters Score -1536241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1536288.500000 Penalty: 4692.203125
	Iteration 23Q: 3 clusters Score -1536288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1536327.875000 Penalty: 4692.203125
	Iteration 24Q: 3 clusters Score -1536328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1536363.375000 Penalty: 4692.203125
	Iteration 25Q: 3 clusters Score -1536363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1536380.750000 Penalty: 4692.203125
	Iteration 26Q: 3 clusters Score -1536381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1536395.875000 Penalty: 4692.203125
	Iteration 27Q: 3 clusters Score -1536396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1536406.000000 Penalty: 4692.203125
	Iteration 28Q: 3 clusters Score -1536406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1536414.500000 Penalty: 4692.203125
	Iteration 29Q: 3 clusters Score -1536414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1536416.750000 Penalty: 4692.203125
	Iteration 30Q: 3 clusters Score -1536417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1536422.250000 Penalty: 4692.203125
	Iteration 31Q: 3 clusters Score -1536422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1536425.125000 Penalty: 4692.203125
	Iteration 32Q: 3 clusters Score -1536425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1536423.750000 Penalty: 4692.203125
	Iteration 33Q: 3 clusters Score -1536424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1536425.625000 Penalty: 4692.203125
	Iteration 34Q: 3 clusters Score -1536426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1536429.125000 Penalty: 4692.203125
	Iteration 35Q: 3 clusters Score -1536429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1536430.875000 Penalty: 4692.203125
	Iteration 36Q: 3 clusters Score -1536431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1536428.375000 Penalty: 4692.203125
	Iteration 37Q: 3 clusters Score -1536428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1536434.625000 Penalty: 4692.203125
	Iteration 38Q: 3 clusters Score -1536435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1536435.375000 Penalty: 4692.203125
	Iteration 39Q: 3 clusters Score -1536435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1536437.625000 Penalty: 4692.203125
	Iteration 40F: 3 clusters Score -1536438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1536443.250000 Penalty: 4692.203125
	Iteration 41Q: 3 clusters Score -1536443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1536443.375000 Penalty: 4692.203125
	Iteration 42Q: 3 clusters Score -1536443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1536446.375000 Penalty: 4692.203125
	Iteration 43Q: 3 clusters Score -1536446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1536447.250000 Penalty: 4692.203125
	Iteration 44Q: 3 clusters Score -1536447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1536449.750000 Penalty: 4692.203125
	Iteration 45Q: 3 clusters Score -1536450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1536449.500000 Penalty: 4692.203125
	Iteration 46Q: 3 clusters Score -1536450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1536449.125000 Penalty: 4692.203125
	Iteration 47Q: 3 clusters Score -1536449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1536450.625000 Penalty: 4692.203125
	Iteration 48Q: 3 clusters Score -1536451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1536454.375000 Penalty: 4692.203125
	Iteration 49Q: 3 clusters Score -1536454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1536454.750000 Penalty: 4692.203125
	Iteration 50Q: 3 clusters Score -1536455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1536457.125000 Penalty: 4692.203125
	Iteration 51Q: 3 clusters Score -1536457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1536464.250000 Penalty: 4692.203125
	Iteration 52Q: 3 clusters Score -1536464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1536470.125000 Penalty: 4692.203125
	Iteration 53Q: 3 clusters Score -1536470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1536469.875000 Penalty: 4692.203125
	Iteration 54Q: 3 clusters Score -1536470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1536472.250000 Penalty: 4692.203125
	Iteration 55Q: 3 clusters Score -1536472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1536475.375000 Penalty: 4692.203125
	Iteration 56Q: 3 clusters Score -1536475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1536477.250000 Penalty: 4692.203125
	Iteration 57Q: 3 clusters Score -1536477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1536476.250000 Penalty: 4692.203125
	Iteration 58Q: 3 clusters Score -1536476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1536477.500000 Penalty: 4692.203125
	Iteration 59Q: 3 clusters Score -1536478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1536477.625000 Penalty: 4692.203125
	Iteration 60F: 3 clusters Score -1536478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1536476.250000 Penalty: 4692.203125
	Iteration 61Q: 3 clusters Score -1536476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1536476.250000 Penalty: 4692.203125
	Iteration 62F: 3 clusters Score -1536476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12232.044922 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12232.04 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 74 members 
Entering Unmasked Estep 
Score: -11326.344727 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11326.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11435.603516 Penalty: 2454.584961
	Iteration 1F: 3 clusters Score -11435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 317 members 
Entering Unmasked Estep 
Score: -68883.375000 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68883.38 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69167.343750 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69167.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69346.312500 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69346.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69532.906250 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -69532.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69665.382812 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69665.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69725.203125 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69775.257812 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69775.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69797.546875 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69797.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69836.210938 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69836.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69903.125000 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69903.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69944.351562 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69944.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69978.078125 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69978.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70042.773438 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -70042.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70147.398438 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -70147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70196.039062 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -70196.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70211.476562 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -70211.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70217.929688 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -70217.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70223.734375 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -70223.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70223.734375 Penalty: 3173.703125
	Iteration 18F: 3 clusters Score -70223.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Entering Unmasked Estep 
Score: -3423843.500000 Penalty: 2510.947754
	Iteration 0F: 2 clusters Score -3423844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3406689.250000 Penalty: 5021.895508
	Iteration 0F: 3 clusters Score -3406689 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3412556.000000 Penalty: 5021.895508
	Iteration 1F: 3 clusters Score -3412556 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3413025.000000 Penalty: 5021.895508
	Iteration 2F: 3 clusters Score -3413025 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3413480.000000 Penalty: 5021.895508
	Iteration 3Q: 3 clusters Score -3413480 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3414009.000000 Penalty: 5021.895508
	Iteration 4Q: 3 clusters Score -3414009 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3414754.500000 Penalty: 5021.895508
	Iteration 5F: 3 clusters Score -3414754 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3415856.750000 Penalty: 5021.895508
	Iteration 6F: 3 clusters Score -3415857 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3417320.000000 Penalty: 5021.895508
	Iteration 7F: 3 clusters Score -3417320 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3418819.250000 Penalty: 5021.895508
	Iteration 8F: 3 clusters Score -3418819 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3420117.750000 Penalty: 5021.895508
	Iteration 9F: 3 clusters Score -3420118 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3420981.250000 Penalty: 5021.895508
	Iteration 10Q: 3 clusters Score -3420981 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3421438.000000 Penalty: 5021.895508
	Iteration 11Q: 3 clusters Score -3421438 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3421619.500000 Penalty: 5021.895508
	Iteration 12Q: 3 clusters Score -3421620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3421720.000000 Penalty: 5021.895508
	Iteration 13Q: 3 clusters Score -3421720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3421774.500000 Penalty: 5021.895508
	Iteration 14Q: 3 clusters Score -3421774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3421812.250000 Penalty: 5021.895508
	Iteration 15Q: 3 clusters Score -3421812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3421825.000000 Penalty: 5021.895508
	Iteration 16Q: 3 clusters Score -3421825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3421826.250000 Penalty: 5021.895508
	Iteration 17Q: 3 clusters Score -3421826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3421834.500000 Penalty: 5021.895508
	Iteration 18Q: 3 clusters Score -3421834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3421847.000000 Penalty: 5021.895508
	Iteration 19Q: 3 clusters Score -3421847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3421859.750000 Penalty: 5021.895508
	Iteration 20F: 3 clusters Score -3421860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3421867.250000 Penalty: 5021.895508
	Iteration 21Q: 3 clusters Score -3421867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3421871.750000 Penalty: 5021.895508
	Iteration 22Q: 3 clusters Score -3421872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3421876.750000 Penalty: 5021.895508
	Iteration 23Q: 3 clusters Score -3421877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3421887.750000 Penalty: 5021.895508
	Iteration 24Q: 3 clusters Score -3421888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3421894.750000 Penalty: 5021.895508
	Iteration 25Q: 3 clusters Score -3421895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3421886.250000 Penalty: 5021.895508
	Iteration 26Q: 3 clusters Score -3421886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3421887.750000 Penalty: 5021.895508
	Iteration 27Q: 3 clusters Score -3421888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3421888.500000 Penalty: 5021.895508
	Iteration 28Q: 3 clusters Score -3421888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3421891.250000 Penalty: 5021.895508
	Iteration 29Q: 3 clusters Score -3421891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3421891.500000 Penalty: 5021.895508
	Iteration 30Q: 3 clusters Score -3421892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3421887.000000 Penalty: 5021.895508
	Iteration 31Q: 3 clusters Score -3421887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3421886.750000 Penalty: 5021.895508
	Iteration 32Q: 3 clusters Score -3421887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3421889.500000 Penalty: 5021.895508
	Iteration 33Q: 3 clusters Score -3421890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3421892.750000 Penalty: 5021.895508
	Iteration 34Q: 3 clusters Score -3421893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3421892.750000 Penalty: 5021.895508
	Iteration 35F: 3 clusters Score -3421893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Entering Unmasked Estep 
Score: -9941413.000000 Penalty: 2785.113770
	Iteration 0F: 2 clusters Score -9941413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -9890740.000000 Penalty: 5570.227539
	Iteration 0F: 3 clusters Score -9890740 nChanged 35482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -9910778.000000 Penalty: 5570.227539
	Iteration 1F: 3 clusters Score -9910778 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -9911762.000000 Penalty: 5570.227539
	Iteration 2Q: 3 clusters Score -9911762 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -9912917.000000 Penalty: 5570.227539
	Iteration 3Q: 3 clusters Score -9912917 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -9914296.000000 Penalty: 5570.227539
	Iteration 4Q: 3 clusters Score -9914296 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -9915985.000000 Penalty: 5570.227539
	Iteration 5Q: 3 clusters Score -9915985 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -9918143.000000 Penalty: 5570.227539
	Iteration 6F: 3 clusters Score -9918143 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -9920595.000000 Penalty: 5570.227539
	Iteration 7F: 3 clusters Score -9920595 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -9923256.000000 Penalty: 5570.227539
	Iteration 8F: 3 clusters Score -9923256 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -9925892.000000 Penalty: 5570.227539
	Iteration 9F: 3 clusters Score -9925892 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -9928327.000000 Penalty: 5570.227539
	Iteration 10F: 3 clusters Score -9928327 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9930354.000000 Penalty: 5570.227539
	Iteration 11Q: 3 clusters Score -9930354 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -9932003.000000 Penalty: 5570.227539
	Iteration 12Q: 3 clusters Score -9932003 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -9933359.000000 Penalty: 5570.227539
	Iteration 13Q: 3 clusters Score -9933359 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -9934379.000000 Penalty: 5570.227539
	Iteration 14Q: 3 clusters Score -9934379 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -9935260.000000 Penalty: 5570.227539
	Iteration 15Q: 3 clusters Score -9935260 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -9936010.000000 Penalty: 5570.227539
	Iteration 16Q: 3 clusters Score -9936010 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -9936609.000000 Penalty: 5570.227539
	Iteration 17Q: 3 clusters Score -9936609 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -9937081.000000 Penalty: 5570.227539
	Iteration 18Q: 3 clusters Score -9937081 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -9937495.000000 Penalty: 5570.227539
	Iteration 19Q: 3 clusters Score -9937495 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9937819.000000 Penalty: 5570.227539
	Iteration 20F: 3 clusters Score -9937819 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9938081.000000 Penalty: 5570.227539
	Iteration 21Q: 3 clusters Score -9938081 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9938323.000000 Penalty: 5570.227539
	Iteration 22Q: 3 clusters Score -9938323 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9938478.000000 Penalty: 5570.227539
	Iteration 23Q: 3 clusters Score -9938478 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9938625.000000 Penalty: 5570.227539
	Iteration 24Q: 3 clusters Score -9938625 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9938697.000000 Penalty: 5570.227539
	Iteration 25Q: 3 clusters Score -9938697 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9938757.000000 Penalty: 5570.227539
	Iteration 26Q: 3 clusters Score -9938757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9938799.000000 Penalty: 5570.227539
	Iteration 27Q: 3 clusters Score -9938799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9938856.000000 Penalty: 5570.227539
	Iteration 28Q: 3 clusters Score -9938856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9938891.000000 Penalty: 5570.227539
	Iteration 29Q: 3 clusters Score -9938891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9938918.000000 Penalty: 5570.227539
	Iteration 30Q: 3 clusters Score -9938918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9938916.000000 Penalty: 5570.227539
	Iteration 31Q: 3 clusters Score -9938916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9938934.000000 Penalty: 5570.227539
	Iteration 32Q: 3 clusters Score -9938934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9938968.000000 Penalty: 5570.227539
	Iteration 33Q: 3 clusters Score -9938968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9938980.000000 Penalty: 5570.227539
	Iteration 34Q: 3 clusters Score -9938980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9939003.000000 Penalty: 5570.227539
	Iteration 35Q: 3 clusters Score -9939003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9939018.000000 Penalty: 5570.227539
	Iteration 36Q: 3 clusters Score -9939018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9939039.000000 Penalty: 5570.227539
	Iteration 37Q: 3 clusters Score -9939039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9939055.000000 Penalty: 5570.227539
	Iteration 38Q: 3 clusters Score -9939055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9939060.000000 Penalty: 5570.227539
	Iteration 39Q: 3 clusters Score -9939060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9939056.000000 Penalty: 5570.227539
	Iteration 40F: 3 clusters Score -9939056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9939072.000000 Penalty: 5570.227539
	Iteration 41Q: 3 clusters Score -9939072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9939069.000000 Penalty: 5570.227539
	Iteration 42Q: 3 clusters Score -9939069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9939081.000000 Penalty: 5570.227539
	Iteration 43Q: 3 clusters Score -9939081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9939086.000000 Penalty: 5570.227539
	Iteration 44Q: 3 clusters Score -9939086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9939088.000000 Penalty: 5570.227539
	Iteration 45Q: 3 clusters Score -9939088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9939081.000000 Penalty: 5570.227539
	Iteration 46Q: 3 clusters Score -9939081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9939082.000000 Penalty: 5570.227539
	Iteration 47Q: 3 clusters Score -9939082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9939082.000000 Penalty: 5570.227539
	Iteration 48F: 3 clusters Score -9939082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -58567.687500 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -58567.69 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 249 members 
Entering Unmasked Estep 
Score: -57045.792969 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -57045.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57271.105469 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -57271.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57367.519531 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -57367.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57455.652344 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -57455.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57512.035156 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -57512.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57584.207031 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -57584.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57679.507812 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -57679.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57793.917969 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -57793.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57819.035156 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -57819.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57864.761719 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -57864.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57927.648438 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -57927.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57985.687500 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -57985.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58032.113281 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -58032.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58067.695312 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -58067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58096.601562 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -58096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58119.800781 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -58119.8 nChanged 3
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: -58138.292969 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -58138.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58154.113281 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -58154.11 nChanged 5
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: -58178.097656 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -58178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58196.472656 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -58196.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58236.933594 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -58236.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58253.101562 Penalty: 3073.436279
	Iteration 21Q: 3 clusters Score -58253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58279.210938 Penalty: 3073.436279
	Iteration 22Q: 3 clusters Score -58279.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58305.531250 Penalty: 3073.436279
	Iteration 23Q: 3 clusters Score -58305.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58401.121094 Penalty: 3073.436279
	Iteration 24Q: 3 clusters Score -58401.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58540.902344 Penalty: 3073.436279
	Iteration 25Q: 3 clusters Score -58540.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58616.578125 Penalty: 3073.436279
	Iteration 26Q: 3 clusters Score -58616.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58738.382812 Penalty: 3073.436279
	Iteration 27Q: 3 clusters Score -58738.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58865.191406 Penalty: 3073.436279
	Iteration 28Q: 3 clusters Score -58865.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58865.191406 Penalty: 3073.436279
	Iteration 29F: 3 clusters Score -58865.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 33864 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 161074 members 
Mstep: Class 9 contains 42900 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 168802 members 
Mstep: Class 15 contains 22979 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161149 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24954 members 
Mstep: Class 24 contains 75380 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126448560.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126450296.000000 to -126448560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -144825.031250 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -144825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142637.265625 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -142637.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142975.250000 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -142975.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -143087.500000 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -143087.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143182.281250 Penalty: 3573.995117
	Iteration 3Q: 3 clusters Score -143182.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143256.140625 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -143256.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -143316.281250 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -143316.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -143354.453125 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -143354.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143370.109375 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -143370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -143387.812500 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -143387.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -143403.562500 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -143403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143420.171875 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -143420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143429.625000 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -143429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143431.890625 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -143431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143433.234375 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -143433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143434.421875 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -143434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143438.312500 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -143438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143442.734375 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -143442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143449.390625 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -143449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143453.093750 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -143453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143458.609375 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -143458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143464.250000 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -143464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143467.187500 Penalty: 3573.995117
	Iteration 21Q: 3 clusters Score -143467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143467.187500 Penalty: 3573.995117
	Iteration 22F: 3 clusters Score -143467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 264 members 
Entering Unmasked Estep 
Score: -50788.726562 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50788.73 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51152.085938 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51152.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51358.628906 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51358.63 nChanged 21
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: -51495.105469 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -51495.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51683.988281 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -51683.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51824.566406 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -51824.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51878.828125 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -51878.83 nChanged 6
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: -51906.859375 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -51906.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51942.058594 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -51942.06 nChanged 5
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: -51957.597656 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -51957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51968.640625 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -51968.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51975.699219 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -51975.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51976.007812 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -51976.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51984.320312 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -51984.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51995.558594 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -51995.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51995.558594 Penalty: 3078.461670
	Iteration 15F: 3 clusters Score -51995.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 313 members 
Entering Unmasked Estep 
Score: -68413.015625 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68413.02 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68721.078125 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68721.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68938.710938 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68938.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69196.679688 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -69196.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69424.148438 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -69424.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69582.976562 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69582.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69785.851562 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69785.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70123.929688 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -70123.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70261.554688 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -70261.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70488.757812 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -70488.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70490.765625 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -70490.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70490.765625 Penalty: 3162.012207
	Iteration 11F: 3 clusters Score -70490.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 33864 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 161074 members 
Mstep: Class 9 contains 42900 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 168802 members 
Mstep: Class 15 contains 22979 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161149 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24954 members 
Mstep: Class 24 contains 75380 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 191 members 
Entering Unmasked Estep 
Score: -126448616.000000 Penalty: 95627.414062
Splitting cluster 28 changes total score from -126450296.000000 to -126448616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 33864 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 161074 members 
Mstep: Class 9 contains 42900 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 168802 members 
Mstep: Class 15 contains 22979 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161149 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24954 members 
Mstep: Class 24 contains 75380 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450144.000000 Penalty: 92212.148438
Iteration 199Q: 28 clusters Score -1.264501e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150743 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 33868 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 18446 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 161142 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31124 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 22242 members 
Mstep: Class 14 contains 168803 members 
Mstep: Class 15 contains 22875 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161080 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24974 members 
Mstep: Class 24 contains 75364 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450000.000000 Penalty: 92212.148438
Iteration 200F: 28 clusters Score -1.2645e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 33876 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 18433 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 161209 members 
Mstep: Class 9 contains 42900 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 168779 members 
Mstep: Class 15 contains 22773 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 161047 members 
Mstep: Class 20 contains 12839 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24986 members 
Mstep: Class 24 contains 75346 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449928.000000 Penalty: 92212.148438
Iteration 201Q: 28 clusters Score -1.264499e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150992 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 33879 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 18421 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 161264 members 
Mstep: Class 9 contains 42902 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22246 members 
Mstep: Class 14 contains 168777 members 
Mstep: Class 15 contains 22688 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160985 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24990 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450096.000000 Penalty: 92212.148438
Iteration 202Q: 28 clusters Score -1.264501e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151104 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 3 contains 33870 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 18409 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 161333 members 
Mstep: Class 9 contains 42911 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31119 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22254 members 
Mstep: Class 14 contains 168773 members 
Mstep: Class 15 contains 22610 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160932 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 75316 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449952.000000 Penalty: 92212.148438
Iteration 203Q: 28 clusters Score -1.2645e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151214 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 33873 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 18404 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 161376 members 
Mstep: Class 9 contains 42917 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31125 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22256 members 
Mstep: Class 14 contains 168767 members 
Mstep: Class 15 contains 22533 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160888 members 
Mstep: Class 20 contains 12835 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24977 members 
Mstep: Class 24 contains 75303 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449760.000000 Penalty: 92212.148438
Iteration 204Q: 28 clusters Score -1.264498e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 33877 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 18395 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 161422 members 
Mstep: Class 9 contains 42925 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31126 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 168731 members 
Mstep: Class 15 contains 22455 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160840 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24979 members 
Mstep: Class 24 contains 75297 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449800.000000 Penalty: 92212.148438
Iteration 205Q: 28 clusters Score -1.264498e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 33882 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 161500 members 
Mstep: Class 9 contains 42916 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31131 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 168698 members 
Mstep: Class 15 contains 22395 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160786 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24978 members 
Mstep: Class 24 contains 75276 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449760.000000 Penalty: 92212.148438
Iteration 206Q: 28 clusters Score -1.264498e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151548 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 33884 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 18373 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 161565 members 
Mstep: Class 9 contains 42921 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31138 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 22262 members 
Mstep: Class 14 contains 168673 members 
Mstep: Class 15 contains 22322 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160739 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24978 members 
Mstep: Class 24 contains 75258 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449680.000000 Penalty: 92212.148438
Iteration 207Q: 28 clusters Score -1.264497e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151664 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 33901 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 18359 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 161622 members 
Mstep: Class 9 contains 42924 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31143 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22272 members 
Mstep: Class 14 contains 168643 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160680 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 75234 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449800.000000 Penalty: 92212.148438
Iteration 208Q: 28 clusters Score -1.264498e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 33913 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 18345 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 161649 members 
Mstep: Class 9 contains 42926 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22277 members 
Mstep: Class 14 contains 168624 members 
Mstep: Class 15 contains 22179 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160621 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 75214 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449952.000000 Penalty: 92212.148438
Iteration 209Q: 28 clusters Score -1.2645e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151933 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 33910 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 161688 members 
Mstep: Class 9 contains 42928 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31144 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 168597 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160580 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 75192 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449944.000000 Penalty: 92212.148438
Iteration 210Q: 28 clusters Score -1.264499e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 33910 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 18312 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 161731 members 
Mstep: Class 9 contains 42929 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31142 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22284 members 
Mstep: Class 14 contains 168562 members 
Mstep: Class 15 contains 22073 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160527 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 75181 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449832.000000 Penalty: 92212.148438
Iteration 211Q: 28 clusters Score -1.264498e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152185 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 33905 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 18295 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 161771 members 
Mstep: Class 9 contains 42926 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31142 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 168501 members 
Mstep: Class 15 contains 22035 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160507 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 75160 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449984.000000 Penalty: 92212.148438
Iteration 212Q: 28 clusters Score -1.2645e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 33906 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 18278 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 161779 members 
Mstep: Class 9 contains 42926 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31143 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22297 members 
Mstep: Class 14 contains 168462 members 
Mstep: Class 15 contains 21993 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160487 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24995 members 
Mstep: Class 24 contains 75133 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449920.000000 Penalty: 92212.148438
Iteration 213Q: 28 clusters Score -1.264499e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 33909 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 18264 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 161791 members 
Mstep: Class 9 contains 42925 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31143 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 22289 members 
Mstep: Class 14 contains 168425 members 
Mstep: Class 15 contains 21946 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160476 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24996 members 
Mstep: Class 24 contains 75114 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449824.000000 Penalty: 92212.148438
Iteration 214Q: 28 clusters Score -1.264498e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152598 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 33915 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 18252 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 161792 members 
Mstep: Class 9 contains 42922 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22288 members 
Mstep: Class 14 contains 168413 members 
Mstep: Class 15 contains 21890 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24995 members 
Mstep: Class 24 contains 75077 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449864.000000 Penalty: 92212.148438
Iteration 215Q: 28 clusters Score -1.264499e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 33919 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 18236 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 8 contains 161776 members 
Mstep: Class 9 contains 42915 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31147 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22282 members 
Mstep: Class 14 contains 168405 members 
Mstep: Class 15 contains 21830 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160426 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 75052 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449656.000000 Penalty: 92212.148438
Iteration 216Q: 28 clusters Score -1.264497e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 33919 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 18225 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 161699 members 
Mstep: Class 9 contains 42920 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22280 members 
Mstep: Class 14 contains 168426 members 
Mstep: Class 15 contains 21777 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160416 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 75019 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449856.000000 Penalty: 92212.148438
Iteration 217Q: 28 clusters Score -1.264499e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 33919 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 18215 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 161635 members 
Mstep: Class 9 contains 42920 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31143 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22282 members 
Mstep: Class 14 contains 168425 members 
Mstep: Class 15 contains 21741 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160405 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24984 members 
Mstep: Class 24 contains 74993 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449848.000000 Penalty: 92212.148438
Iteration 218Q: 28 clusters Score -1.264498e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 33920 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 18206 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 161604 members 
Mstep: Class 9 contains 42917 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31147 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22280 members 
Mstep: Class 14 contains 168409 members 
Mstep: Class 15 contains 21704 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160393 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24978 members 
Mstep: Class 24 contains 74963 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449752.000000 Penalty: 92212.148438
Iteration 219Q: 28 clusters Score -1.264498e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 33921 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18204 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 161556 members 
Mstep: Class 9 contains 42914 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31148 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 168390 members 
Mstep: Class 15 contains 21646 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160403 members 
Mstep: Class 20 contains 12844 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24975 members 
Mstep: Class 24 contains 74940 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449824.000000 Penalty: 92212.148438
Iteration 220F: 28 clusters Score -1.264498e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 33922 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18199 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 161520 members 
Mstep: Class 9 contains 42910 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31148 members 
Mstep: Class 12 contains 9482 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 168384 members 
Mstep: Class 15 contains 21598 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160400 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24972 members 
Mstep: Class 24 contains 74917 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126449960.000000 Penalty: 92212.148438
Iteration 221Q: 28 clusters Score -1.2645e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 33918 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18190 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 161481 members 
Mstep: Class 9 contains 42910 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31149 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 168363 members 
Mstep: Class 15 contains 21555 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160399 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 74893 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450120.000000 Penalty: 92212.148438
Iteration 222Q: 28 clusters Score -1.264501e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153809 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 33918 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18179 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 161477 members 
Mstep: Class 9 contains 42912 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31153 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 168324 members 
Mstep: Class 15 contains 21512 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160373 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24946 members 
Mstep: Class 24 contains 74862 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450192.000000 Penalty: 92212.148438
Iteration 223Q: 28 clusters Score -1.264502e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 33914 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 161495 members 
Mstep: Class 9 contains 42921 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31152 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22284 members 
Mstep: Class 14 contains 168290 members 
Mstep: Class 15 contains 21466 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160349 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24939 members 
Mstep: Class 24 contains 74841 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450104.000000 Penalty: 92212.148438
Iteration 224Q: 28 clusters Score -1.264501e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 33905 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 18163 members 
Mstep: Class 7 contains 3435 members 
Mstep: Class 8 contains 161504 members 
Mstep: Class 9 contains 42925 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31157 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22281 members 
Mstep: Class 14 contains 168247 members 
Mstep: Class 15 contains 21425 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160335 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24931 members 
Mstep: Class 24 contains 74818 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450128.000000 Penalty: 92212.148438
Iteration 225Q: 28 clusters Score -1.264501e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 33894 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 18158 members 
Mstep: Class 7 contains 3431 members 
Mstep: Class 8 contains 161521 members 
Mstep: Class 9 contains 42931 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31158 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22278 members 
Mstep: Class 14 contains 168233 members 
Mstep: Class 15 contains 21379 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160317 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24920 members 
Mstep: Class 24 contains 74790 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450304.000000 Penalty: 92212.148438
Iteration 226Q: 28 clusters Score -1.264503e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33891 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 7 contains 3429 members 
Mstep: Class 8 contains 161538 members 
Mstep: Class 9 contains 42931 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31157 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22273 members 
Mstep: Class 14 contains 168236 members 
Mstep: Class 15 contains 21321 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160292 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24910 members 
Mstep: Class 24 contains 74759 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450264.000000 Penalty: 92212.148438
Iteration 227Q: 28 clusters Score -1.264503e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33882 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 161594 members 
Mstep: Class 9 contains 42932 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31159 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22261 members 
Mstep: Class 14 contains 168204 members 
Mstep: Class 15 contains 21262 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160285 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24900 members 
Mstep: Class 24 contains 74731 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450416.000000 Penalty: 92212.148438
Iteration 228Q: 28 clusters Score -1.264504e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33884 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 18143 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 161587 members 
Mstep: Class 9 contains 42931 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31161 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22253 members 
Mstep: Class 14 contains 168196 members 
Mstep: Class 15 contains 21214 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160248 members 
Mstep: Class 20 contains 12850 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 74704 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450432.000000 Penalty: 92212.148438
Iteration 229Q: 28 clusters Score -1.264504e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33886 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 161566 members 
Mstep: Class 9 contains 42935 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31161 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 168170 members 
Mstep: Class 15 contains 21167 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160227 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24882 members 
Mstep: Class 24 contains 74680 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450456.000000 Penalty: 92212.148438
Iteration 230Q: 28 clusters Score -1.264505e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33877 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 161551 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31166 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22242 members 
Mstep: Class 14 contains 168155 members 
Mstep: Class 15 contains 21137 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160207 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24884 members 
Mstep: Class 24 contains 74669 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450552.000000 Penalty: 92212.148438
Iteration 231Q: 28 clusters Score -1.264506e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154926 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33870 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18119 members 
Mstep: Class 7 contains 3421 members 
Mstep: Class 8 contains 161559 members 
Mstep: Class 9 contains 42934 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31166 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 168150 members 
Mstep: Class 15 contains 21111 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160174 members 
Mstep: Class 20 contains 12850 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24881 members 
Mstep: Class 24 contains 74649 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450616.000000 Penalty: 92212.148438
Iteration 232Q: 28 clusters Score -1.264506e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33862 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 3421 members 
Mstep: Class 8 contains 161518 members 
Mstep: Class 9 contains 42939 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31168 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 168119 members 
Mstep: Class 15 contains 21087 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160147 members 
Mstep: Class 20 contains 12850 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24883 members 
Mstep: Class 24 contains 74638 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450656.000000 Penalty: 92212.148438
Iteration 233Q: 28 clusters Score -1.264507e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 33859 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 18099 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 161466 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31171 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 168085 members 
Mstep: Class 15 contains 21070 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160122 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24882 members 
Mstep: Class 24 contains 74639 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450736.000000 Penalty: 92212.148438
Iteration 234Q: 28 clusters Score -1.264507e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 18089 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 161439 members 
Mstep: Class 9 contains 42940 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31172 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 168041 members 
Mstep: Class 15 contains 21050 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160093 members 
Mstep: Class 20 contains 12855 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24881 members 
Mstep: Class 24 contains 74640 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450776.000000 Penalty: 92212.148438
Iteration 235Q: 28 clusters Score -1.264508e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 33855 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 8 contains 161383 members 
Mstep: Class 9 contains 42942 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 168007 members 
Mstep: Class 15 contains 21029 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160072 members 
Mstep: Class 20 contains 12857 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24876 members 
Mstep: Class 24 contains 74633 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450648.000000 Penalty: 92212.148438
Iteration 236Q: 28 clusters Score -1.264506e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 33860 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 3418 members 
Mstep: Class 8 contains 161334 members 
Mstep: Class 9 contains 42953 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 167963 members 
Mstep: Class 15 contains 21006 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160057 members 
Mstep: Class 20 contains 12855 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 74619 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450512.000000 Penalty: 92212.148438
Iteration 237Q: 28 clusters Score -1.264505e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155778 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33874 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 18058 members 
Mstep: Class 7 contains 3417 members 
Mstep: Class 8 contains 161296 members 
Mstep: Class 9 contains 42960 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 167953 members 
Mstep: Class 15 contains 20969 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 160020 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24856 members 
Mstep: Class 24 contains 74594 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450600.000000 Penalty: 92212.148438
Iteration 238Q: 28 clusters Score -1.264506e+08 nChanged 575
Entering ConstructFrom: 
Score: -126450600.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (155896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155896 members 
Entering Unmasked Estep 
Score: -21070394.000000 Penalty: 2965.322266
	Iteration 0F: 2 clusters Score -2.107039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -20967908.000000 Penalty: 5930.644531
	Iteration 0F: 3 clusters Score -2.096791e+07 nChanged 74372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -21011050.000000 Penalty: 5930.644531
	Iteration 1F: 3 clusters Score -2.101105e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -21012296.000000 Penalty: 5930.644531
	Iteration 2Q: 3 clusters Score -2.10123e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -21014224.000000 Penalty: 5930.644531
	Iteration 3Q: 3 clusters Score -2.101422e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -21017150.000000 Penalty: 5930.644531
	Iteration 4Q: 3 clusters Score -2.101715e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -21021990.000000 Penalty: 5930.644531
	Iteration 5Q: 3 clusters Score -2.102199e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -21029208.000000 Penalty: 5930.644531
	Iteration 6F: 3 clusters Score -2.102921e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -21038796.000000 Penalty: 5930.644531
	Iteration 7F: 3 clusters Score -2.10388e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -21047458.000000 Penalty: 5930.644531
	Iteration 8F: 3 clusters Score -2.104746e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -21052468.000000 Penalty: 5930.644531
	Iteration 9F: 3 clusters Score -2.105247e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -21054362.000000 Penalty: 5930.644531
	Iteration 10Q: 3 clusters Score -2.105436e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -21055674.000000 Penalty: 5930.644531
	Iteration 11Q: 3 clusters Score -2.105567e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -21056820.000000 Penalty: 5930.644531
	Iteration 12Q: 3 clusters Score -2.105682e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -21057888.000000 Penalty: 5930.644531
	Iteration 13Q: 3 clusters Score -2.105789e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -21058944.000000 Penalty: 5930.644531
	Iteration 14Q: 3 clusters Score -2.105894e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -21060040.000000 Penalty: 5930.644531
	Iteration 15Q: 3 clusters Score -2.106004e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -21060942.000000 Penalty: 5930.644531
	Iteration 16Q: 3 clusters Score -2.106094e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -21061750.000000 Penalty: 5930.644531
	Iteration 17Q: 3 clusters Score -2.106175e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -21062596.000000 Penalty: 5930.644531
	Iteration 18Q: 3 clusters Score -2.10626e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -21063156.000000 Penalty: 5930.644531
	Iteration 19Q: 3 clusters Score -2.106316e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -21063688.000000 Penalty: 5930.644531
	Iteration 20F: 3 clusters Score -2.106369e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -21064312.000000 Penalty: 5930.644531
	Iteration 21Q: 3 clusters Score -2.106431e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -21064982.000000 Penalty: 5930.644531
	Iteration 22Q: 3 clusters Score -2.106498e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -21065594.000000 Penalty: 5930.644531
	Iteration 23Q: 3 clusters Score -2.106559e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -21065972.000000 Penalty: 5930.644531
	Iteration 24Q: 3 clusters Score -2.106597e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -21066512.000000 Penalty: 5930.644531
	Iteration 25Q: 3 clusters Score -2.106651e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -21066912.000000 Penalty: 5930.644531
	Iteration 26Q: 3 clusters Score -2.106691e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -21067186.000000 Penalty: 5930.644531
	Iteration 27Q: 3 clusters Score -2.106719e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -21067358.000000 Penalty: 5930.644531
	Iteration 28Q: 3 clusters Score -2.106736e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -21067548.000000 Penalty: 5930.644531
	Iteration 29Q: 3 clusters Score -2.106755e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -21067768.000000 Penalty: 5930.644531
	Iteration 30Q: 3 clusters Score -2.106777e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -21067966.000000 Penalty: 5930.644531
	Iteration 31Q: 3 clusters Score -2.106797e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -21068186.000000 Penalty: 5930.644531
	Iteration 32Q: 3 clusters Score -2.106819e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135538 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -21068360.000000 Penalty: 5930.644531
	Iteration 33Q: 3 clusters Score -2.106836e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136830 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -21068404.000000 Penalty: 5930.644531
	Iteration 34Q: 3 clusters Score -2.10684e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -21068590.000000 Penalty: 5930.644531
	Iteration 35Q: 3 clusters Score -2.106859e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139054 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -21068652.000000 Penalty: 5930.644531
	Iteration 36Q: 3 clusters Score -2.106865e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140080 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -21068798.000000 Penalty: 5930.644531
	Iteration 37Q: 3 clusters Score -2.10688e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140894 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -21068822.000000 Penalty: 5930.644531
	Iteration 38Q: 3 clusters Score -2.106882e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -21068768.000000 Penalty: 5930.644531
	Iteration 39Q: 3 clusters Score -2.106877e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -21068860.000000 Penalty: 5930.644531
	Iteration 40F: 3 clusters Score -2.106886e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143050 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -21068880.000000 Penalty: 5930.644531
	Iteration 41Q: 3 clusters Score -2.106888e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -21068970.000000 Penalty: 5930.644531
	Iteration 42Q: 3 clusters Score -2.106897e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144342 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -21068952.000000 Penalty: 5930.644531
	Iteration 43Q: 3 clusters Score -2.106895e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -21068960.000000 Penalty: 5930.644531
	Iteration 44Q: 3 clusters Score -2.106896e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -21068988.000000 Penalty: 5930.644531
	Iteration 45Q: 3 clusters Score -2.106899e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -21069066.000000 Penalty: 5930.644531
	Iteration 46Q: 3 clusters Score -2.106907e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -21069126.000000 Penalty: 5930.644531
	Iteration 47Q: 3 clusters Score -2.106913e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146520 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -21069068.000000 Penalty: 5930.644531
	Iteration 48Q: 3 clusters Score -2.106907e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -21069070.000000 Penalty: 5930.644531
	Iteration 49Q: 3 clusters Score -2.106907e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -21069038.000000 Penalty: 5930.644531
	Iteration 50Q: 3 clusters Score -2.106904e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -21069030.000000 Penalty: 5930.644531
	Iteration 51Q: 3 clusters Score -2.106903e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -21068956.000000 Penalty: 5930.644531
	Iteration 52Q: 3 clusters Score -2.106896e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147950 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -21068950.000000 Penalty: 5930.644531
	Iteration 53Q: 3 clusters Score -2.106895e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -21068972.000000 Penalty: 5930.644531
	Iteration 54Q: 3 clusters Score -2.106897e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148411 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -21068952.000000 Penalty: 5930.644531
	Iteration 55Q: 3 clusters Score -2.106895e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148617 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -21068958.000000 Penalty: 5930.644531
	Iteration 56Q: 3 clusters Score -2.106896e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -21068962.000000 Penalty: 5930.644531
	Iteration 57Q: 3 clusters Score -2.106896e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -21068962.000000 Penalty: 5930.644531
	Iteration 58Q: 3 clusters Score -2.106896e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149117 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -21068952.000000 Penalty: 5930.644531
	Iteration 59Q: 3 clusters Score -2.106895e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -21068994.000000 Penalty: 5930.644531
	Iteration 60F: 3 clusters Score -2.106899e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -21069008.000000 Penalty: 5930.644531
	Iteration 61Q: 3 clusters Score -2.106901e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -21068990.000000 Penalty: 5930.644531
	Iteration 62Q: 3 clusters Score -2.106899e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -21068990.000000 Penalty: 5930.644531
	Iteration 63Q: 3 clusters Score -2.106899e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -21068996.000000 Penalty: 5930.644531
	Iteration 64Q: 3 clusters Score -2.1069e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -21069000.000000 Penalty: 5930.644531
	Iteration 65Q: 3 clusters Score -2.1069e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -21068992.000000 Penalty: 5930.644531
	Iteration 66Q: 3 clusters Score -2.106899e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -21069020.000000 Penalty: 5930.644531
	Iteration 67Q: 3 clusters Score -2.106902e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -21069006.000000 Penalty: 5930.644531
	Iteration 68Q: 3 clusters Score -2.106901e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150259 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -21068998.000000 Penalty: 5930.644531
	Iteration 69Q: 3 clusters Score -2.1069e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -21069002.000000 Penalty: 5930.644531
	Iteration 70Q: 3 clusters Score -2.1069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150439 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -21069012.000000 Penalty: 5930.644531
	Iteration 71Q: 3 clusters Score -2.106901e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -21069012.000000 Penalty: 5930.644531
	Iteration 72Q: 3 clusters Score -2.106901e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -21068986.000000 Penalty: 5930.644531
	Iteration 73Q: 3 clusters Score -2.106899e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -21068990.000000 Penalty: 5930.644531
	Iteration 74Q: 3 clusters Score -2.106899e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -21069008.000000 Penalty: 5930.644531
	Iteration 75Q: 3 clusters Score -2.106901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -21069010.000000 Penalty: 5930.644531
	Iteration 76Q: 3 clusters Score -2.106901e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -21069026.000000 Penalty: 5930.644531
	Iteration 77Q: 3 clusters Score -2.106903e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -21069044.000000 Penalty: 5930.644531
	Iteration 78Q: 3 clusters Score -2.106904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -21069028.000000 Penalty: 5930.644531
	Iteration 79Q: 3 clusters Score -2.106903e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -21069048.000000 Penalty: 5930.644531
	Iteration 80F: 3 clusters Score -2.106905e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21069054.000000 Penalty: 5930.644531
	Iteration 81Q: 3 clusters Score -2.106905e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -21069090.000000 Penalty: 5930.644531
	Iteration 82Q: 3 clusters Score -2.106909e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151348 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -21069090.000000 Penalty: 5930.644531
	Iteration 83Q: 3 clusters Score -2.106909e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -21069066.000000 Penalty: 5930.644531
	Iteration 84Q: 3 clusters Score -2.106907e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151444 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -21069048.000000 Penalty: 5930.644531
	Iteration 85Q: 3 clusters Score -2.106905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151488 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -21069028.000000 Penalty: 5930.644531
	Iteration 86Q: 3 clusters Score -2.106903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -21069002.000000 Penalty: 5930.644531
	Iteration 87Q: 3 clusters Score -2.1069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151553 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -21069004.000000 Penalty: 5930.644531
	Iteration 88Q: 3 clusters Score -2.1069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -21069004.000000 Penalty: 5930.644531
	Iteration 89Q: 3 clusters Score -2.1069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21069002.000000 Penalty: 5930.644531
	Iteration 90Q: 3 clusters Score -2.1069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151606 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -21068982.000000 Penalty: 5930.644531
	Iteration 91Q: 3 clusters Score -2.106898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -21068962.000000 Penalty: 5930.644531
	Iteration 92Q: 3 clusters Score -2.106896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -21068954.000000 Penalty: 5930.644531
	Iteration 93Q: 3 clusters Score -2.106895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -21068950.000000 Penalty: 5930.644531
	Iteration 94Q: 3 clusters Score -2.106895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -21068940.000000 Penalty: 5930.644531
	Iteration 95Q: 3 clusters Score -2.106894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21068954.000000 Penalty: 5930.644531
	Iteration 96Q: 3 clusters Score -2.106895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -21068956.000000 Penalty: 5930.644531
	Iteration 97Q: 3 clusters Score -2.106896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151655 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -21068940.000000 Penalty: 5930.644531
	Iteration 98Q: 3 clusters Score -2.106894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -21068942.000000 Penalty: 5930.644531
	Iteration 99Q: 3 clusters Score -2.106894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -21068938.000000 Penalty: 5930.644531
	Iteration 100F: 3 clusters Score -2.106894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21068958.000000 Penalty: 5930.644531
	Iteration 101Q: 3 clusters Score -2.106896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -21068958.000000 Penalty: 5930.644531
	Iteration 102Q: 3 clusters Score -2.106896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -21068960.000000 Penalty: 5930.644531
	Iteration 103Q: 3 clusters Score -2.106896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151676 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -21068960.000000 Penalty: 5930.644531
	Iteration 104Q: 3 clusters Score -2.106896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -21068952.000000 Penalty: 5930.644531
	Iteration 105Q: 3 clusters Score -2.106895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -21068958.000000 Penalty: 5930.644531
	Iteration 106Q: 3 clusters Score -2.106896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151680 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -21068950.000000 Penalty: 5930.644531
	Iteration 107Q: 3 clusters Score -2.106895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151680 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -21068950.000000 Penalty: 5930.644531
	Iteration 108F: 3 clusters Score -2.106895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -343071.062500 Penalty: 1945.468872
	Iteration 0F: 2 clusters Score -343071.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -340108.375000 Penalty: 3890.937744
	Iteration 0F: 3 clusters Score -340108.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -340647.656250 Penalty: 3890.937744
	Iteration 1F: 3 clusters Score -340647.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -340777.218750 Penalty: 3890.937744
	Iteration 2F: 3 clusters Score -340777.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340866.281250 Penalty: 3890.937744
	Iteration 3Q: 3 clusters Score -340866.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -340918.906250 Penalty: 3890.937744
	Iteration 4Q: 3 clusters Score -340918.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340954.218750 Penalty: 3890.937744
	Iteration 5Q: 3 clusters Score -340954.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -340984.625000 Penalty: 3890.937744
	Iteration 6Q: 3 clusters Score -340984.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -341008.250000 Penalty: 3890.937744
	Iteration 7Q: 3 clusters Score -341008.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341034.000000 Penalty: 3890.937744
	Iteration 8Q: 3 clusters Score -341034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -341053.531250 Penalty: 3890.937744
	Iteration 9Q: 3 clusters Score -341053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -341064.968750 Penalty: 3890.937744
	Iteration 10Q: 3 clusters Score -341065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -341077.343750 Penalty: 3890.937744
	Iteration 11Q: 3 clusters Score -341077.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -341093.718750 Penalty: 3890.937744
	Iteration 12Q: 3 clusters Score -341093.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -341104.343750 Penalty: 3890.937744
	Iteration 13Q: 3 clusters Score -341104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -341116.406250 Penalty: 3890.937744
	Iteration 14Q: 3 clusters Score -341116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -341127.750000 Penalty: 3890.937744
	Iteration 15Q: 3 clusters Score -341127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -341142.281250 Penalty: 3890.937744
	Iteration 16Q: 3 clusters Score -341142.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -341155.281250 Penalty: 3890.937744
	Iteration 17Q: 3 clusters Score -341155.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -341163.468750 Penalty: 3890.937744
	Iteration 18Q: 3 clusters Score -341163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -341176.343750 Penalty: 3890.937744
	Iteration 19Q: 3 clusters Score -341176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -341182.281250 Penalty: 3890.937744
	Iteration 20F: 3 clusters Score -341182.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -341188.375000 Penalty: 3890.937744
	Iteration 21Q: 3 clusters Score -341188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -341195.406250 Penalty: 3890.937744
	Iteration 22Q: 3 clusters Score -341195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -341204.375000 Penalty: 3890.937744
	Iteration 23Q: 3 clusters Score -341204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -341211.625000 Penalty: 3890.937744
	Iteration 24Q: 3 clusters Score -341211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -341217.812500 Penalty: 3890.937744
	Iteration 25Q: 3 clusters Score -341217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -341222.000000 Penalty: 3890.937744
	Iteration 26Q: 3 clusters Score -341222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -341223.812500 Penalty: 3890.937744
	Iteration 27Q: 3 clusters Score -341223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -341224.781250 Penalty: 3890.937744
	Iteration 28Q: 3 clusters Score -341224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -341227.125000 Penalty: 3890.937744
	Iteration 29Q: 3 clusters Score -341227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -341227.062500 Penalty: 3890.937744
	Iteration 30Q: 3 clusters Score -341227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -341229.843750 Penalty: 3890.937744
	Iteration 31Q: 3 clusters Score -341229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -341230.343750 Penalty: 3890.937744
	Iteration 32Q: 3 clusters Score -341230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -341230.812500 Penalty: 3890.937744
	Iteration 33Q: 3 clusters Score -341230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -341230.812500 Penalty: 3890.937744
	Iteration 34F: 3 clusters Score -341230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Entering Unmasked Estep 
Score: -4637830.000000 Penalty: 2586.717773
	Iteration 0F: 2 clusters Score -4637830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4614614.000000 Penalty: 5173.435547
	Iteration 0F: 3 clusters Score -4614614 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4623174.500000 Penalty: 5173.435547
	Iteration 1F: 3 clusters Score -4623174 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4623691.500000 Penalty: 5173.435547
	Iteration 2Q: 3 clusters Score -4623692 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4624206.000000 Penalty: 5173.435547
	Iteration 3Q: 3 clusters Score -4624206 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4624803.500000 Penalty: 5173.435547
	Iteration 4Q: 3 clusters Score -4624804 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4625672.000000 Penalty: 5173.435547
	Iteration 5Q: 3 clusters Score -4625672 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4627019.000000 Penalty: 5173.435547
	Iteration 6F: 3 clusters Score -4627019 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4628963.000000 Penalty: 5173.435547
	Iteration 7F: 3 clusters Score -4628963 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4631393.000000 Penalty: 5173.435547
	Iteration 8F: 3 clusters Score -4631393 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4633414.500000 Penalty: 5173.435547
	Iteration 9F: 3 clusters Score -4633414 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4634593.000000 Penalty: 5173.435547
	Iteration 10Q: 3 clusters Score -4634593 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4635052.000000 Penalty: 5173.435547
	Iteration 11Q: 3 clusters Score -4635052 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4635273.000000 Penalty: 5173.435547
	Iteration 12Q: 3 clusters Score -4635273 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4635401.000000 Penalty: 5173.435547
	Iteration 13Q: 3 clusters Score -4635401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4635481.000000 Penalty: 5173.435547
	Iteration 14Q: 3 clusters Score -4635481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4635510.000000 Penalty: 5173.435547
	Iteration 15Q: 3 clusters Score -4635510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4635527.000000 Penalty: 5173.435547
	Iteration 16Q: 3 clusters Score -4635527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4635541.000000 Penalty: 5173.435547
	Iteration 17Q: 3 clusters Score -4635541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4635564.500000 Penalty: 5173.435547
	Iteration 18Q: 3 clusters Score -4635564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4635574.500000 Penalty: 5173.435547
	Iteration 19Q: 3 clusters Score -4635574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4635575.500000 Penalty: 5173.435547
	Iteration 20F: 3 clusters Score -4635576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4635577.500000 Penalty: 5173.435547
	Iteration 21Q: 3 clusters Score -4635578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4635584.000000 Penalty: 5173.435547
	Iteration 22Q: 3 clusters Score -4635584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4635586.500000 Penalty: 5173.435547
	Iteration 23Q: 3 clusters Score -4635586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4635586.500000 Penalty: 5173.435547
	Iteration 24Q: 3 clusters Score -4635586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4635586.500000 Penalty: 5173.435547
	Iteration 25F: 3 clusters Score -4635586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -937371.312500 Penalty: 2205.333496
	Iteration 0F: 2 clusters Score -937371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -931443.375000 Penalty: 4410.666992
	Iteration 0F: 3 clusters Score -931443.4 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -933074.812500 Penalty: 4410.666992
	Iteration 1F: 3 clusters Score -933074.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -933366.500000 Penalty: 4410.666992
	Iteration 2F: 3 clusters Score -933366.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -933687.187500 Penalty: 4410.666992
	Iteration 3F: 3 clusters Score -933687.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -934047.375000 Penalty: 4410.666992
	Iteration 4F: 3 clusters Score -934047.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -934387.500000 Penalty: 4410.666992
	Iteration 5F: 3 clusters Score -934387.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -934664.187500 Penalty: 4410.666992
	Iteration 6F: 3 clusters Score -934664.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -934927.062500 Penalty: 4410.666992
	Iteration 7F: 3 clusters Score -934927.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -935105.687500 Penalty: 4410.666992
	Iteration 8Q: 3 clusters Score -935105.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -935264.937500 Penalty: 4410.666992
	Iteration 9Q: 3 clusters Score -935264.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -935385.562500 Penalty: 4410.666992
	Iteration 10Q: 3 clusters Score -935385.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -935479.750000 Penalty: 4410.666992
	Iteration 11Q: 3 clusters Score -935479.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -935553.250000 Penalty: 4410.666992
	Iteration 12Q: 3 clusters Score -935553.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -935613.937500 Penalty: 4410.666992
	Iteration 13Q: 3 clusters Score -935613.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -935671.375000 Penalty: 4410.666992
	Iteration 14Q: 3 clusters Score -935671.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -935711.062500 Penalty: 4410.666992
	Iteration 15Q: 3 clusters Score -935711.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -935747.375000 Penalty: 4410.666992
	Iteration 16Q: 3 clusters Score -935747.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -935773.562500 Penalty: 4410.666992
	Iteration 17Q: 3 clusters Score -935773.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -935806.187500 Penalty: 4410.666992
	Iteration 18Q: 3 clusters Score -935806.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -935834.187500 Penalty: 4410.666992
	Iteration 19Q: 3 clusters Score -935834.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -935854.937500 Penalty: 4410.666992
	Iteration 20F: 3 clusters Score -935854.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -935877.375000 Penalty: 4410.666992
	Iteration 21Q: 3 clusters Score -935877.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -935900.875000 Penalty: 4410.666992
	Iteration 22Q: 3 clusters Score -935900.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -935915.750000 Penalty: 4410.666992
	Iteration 23Q: 3 clusters Score -935915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -935926.687500 Penalty: 4410.666992
	Iteration 24Q: 3 clusters Score -935926.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -935937.250000 Penalty: 4410.666992
	Iteration 25Q: 3 clusters Score -935937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -935943.500000 Penalty: 4410.666992
	Iteration 26Q: 3 clusters Score -935943.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -935949.562500 Penalty: 4410.666992
	Iteration 27Q: 3 clusters Score -935949.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -935954.437500 Penalty: 4410.666992
	Iteration 28Q: 3 clusters Score -935954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -935958.437500 Penalty: 4410.666992
	Iteration 29Q: 3 clusters Score -935958.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -935965.750000 Penalty: 4410.666992
	Iteration 30Q: 3 clusters Score -935965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -935967.750000 Penalty: 4410.666992
	Iteration 31Q: 3 clusters Score -935967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -935967.187500 Penalty: 4410.666992
	Iteration 32Q: 3 clusters Score -935967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -935969.062500 Penalty: 4410.666992
	Iteration 33Q: 3 clusters Score -935969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -935968.500000 Penalty: 4410.666992
	Iteration 34Q: 3 clusters Score -935968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -935968.875000 Penalty: 4410.666992
	Iteration 35Q: 3 clusters Score -935968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -935968.875000 Penalty: 4410.666992
	Iteration 36F: 3 clusters Score -935968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Entering Unmasked Estep 
Score: -2332938.000000 Penalty: 2430.527344
	Iteration 0F: 2 clusters Score -2332938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2320102.500000 Penalty: 4861.054688
	Iteration 0F: 3 clusters Score -2320102 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2324438.750000 Penalty: 4861.054688
	Iteration 1F: 3 clusters Score -2324439 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2324870.750000 Penalty: 4861.054688
	Iteration 2F: 3 clusters Score -2324871 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2325220.750000 Penalty: 4861.054688
	Iteration 3Q: 3 clusters Score -2325221 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2325578.750000 Penalty: 4861.054688
	Iteration 4Q: 3 clusters Score -2325579 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2325924.000000 Penalty: 4861.054688
	Iteration 5Q: 3 clusters Score -2325924 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2326245.000000 Penalty: 4861.054688
	Iteration 6Q: 3 clusters Score -2326245 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2326560.750000 Penalty: 4861.054688
	Iteration 7Q: 3 clusters Score -2326561 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2326903.250000 Penalty: 4861.054688
	Iteration 8Q: 3 clusters Score -2326903 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2327295.250000 Penalty: 4861.054688
	Iteration 9Q: 3 clusters Score -2327295 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2327744.000000 Penalty: 4861.054688
	Iteration 10Q: 3 clusters Score -2327744 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2328252.750000 Penalty: 4861.054688
	Iteration 11Q: 3 clusters Score -2328253 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2328747.250000 Penalty: 4861.054688
	Iteration 12Q: 3 clusters Score -2328747 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2329239.250000 Penalty: 4861.054688
	Iteration 13Q: 3 clusters Score -2329239 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2329686.000000 Penalty: 4861.054688
	Iteration 14Q: 3 clusters Score -2329686 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2330029.500000 Penalty: 4861.054688
	Iteration 15Q: 3 clusters Score -2330030 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2330305.750000 Penalty: 4861.054688
	Iteration 16Q: 3 clusters Score -2330306 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2330499.750000 Penalty: 4861.054688
	Iteration 17Q: 3 clusters Score -2330500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2330613.000000 Penalty: 4861.054688
	Iteration 18Q: 3 clusters Score -2330613 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2330697.500000 Penalty: 4861.054688
	Iteration 19Q: 3 clusters Score -2330698 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2330761.750000 Penalty: 4861.054688
	Iteration 20F: 3 clusters Score -2330762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2330815.500000 Penalty: 4861.054688
	Iteration 21Q: 3 clusters Score -2330816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2330864.000000 Penalty: 4861.054688
	Iteration 22Q: 3 clusters Score -2330864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2330907.500000 Penalty: 4861.054688
	Iteration 23Q: 3 clusters Score -2330908 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2330951.000000 Penalty: 4861.054688
	Iteration 24Q: 3 clusters Score -2330951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2330982.250000 Penalty: 4861.054688
	Iteration 25Q: 3 clusters Score -2330982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2331018.750000 Penalty: 4861.054688
	Iteration 26Q: 3 clusters Score -2331019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2331055.750000 Penalty: 4861.054688
	Iteration 27Q: 3 clusters Score -2331056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2331115.250000 Penalty: 4861.054688
	Iteration 28Q: 3 clusters Score -2331115 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2331173.000000 Penalty: 4861.054688
	Iteration 29Q: 3 clusters Score -2331173 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2331226.000000 Penalty: 4861.054688
	Iteration 30Q: 3 clusters Score -2331226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2331277.250000 Penalty: 4861.054688
	Iteration 31Q: 3 clusters Score -2331277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2331326.500000 Penalty: 4861.054688
	Iteration 32Q: 3 clusters Score -2331326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2331370.250000 Penalty: 4861.054688
	Iteration 33Q: 3 clusters Score -2331370 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2331419.000000 Penalty: 4861.054688
	Iteration 34Q: 3 clusters Score -2331419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2331469.000000 Penalty: 4861.054688
	Iteration 35Q: 3 clusters Score -2331469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2331506.750000 Penalty: 4861.054688
	Iteration 36Q: 3 clusters Score -2331507 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2331540.500000 Penalty: 4861.054688
	Iteration 37Q: 3 clusters Score -2331540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2331572.000000 Penalty: 4861.054688
	Iteration 38Q: 3 clusters Score -2331572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2331633.500000 Penalty: 4861.054688
	Iteration 39Q: 3 clusters Score -2331634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2331686.500000 Penalty: 4861.054688
	Iteration 40F: 3 clusters Score -2331686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2331718.250000 Penalty: 4861.054688
	Iteration 41Q: 3 clusters Score -2331718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2331744.750000 Penalty: 4861.054688
	Iteration 42Q: 3 clusters Score -2331745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2331758.500000 Penalty: 4861.054688
	Iteration 43Q: 3 clusters Score -2331758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2331766.250000 Penalty: 4861.054688
	Iteration 44Q: 3 clusters Score -2331766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2331770.000000 Penalty: 4861.054688
	Iteration 45Q: 3 clusters Score -2331770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2331772.250000 Penalty: 4861.054688
	Iteration 46Q: 3 clusters Score -2331772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2331774.250000 Penalty: 4861.054688
	Iteration 47Q: 3 clusters Score -2331774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2331774.750000 Penalty: 4861.054688
	Iteration 48Q: 3 clusters Score -2331775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2331779.500000 Penalty: 4861.054688
	Iteration 49Q: 3 clusters Score -2331780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2331777.500000 Penalty: 4861.054688
	Iteration 50Q: 3 clusters Score -2331778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2331777.500000 Penalty: 4861.054688
	Iteration 51F: 3 clusters Score -2331778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -466355.218750 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -466355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -462794.437500 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -462794.4 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -463479.312500 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -463479.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -463653.375000 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -463653.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -463762.343750 Penalty: 4035.567871
	Iteration 3Q: 3 clusters Score -463762.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -463819.437500 Penalty: 4035.567871
	Iteration 4Q: 3 clusters Score -463819.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -463875.718750 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -463875.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -463920.281250 Penalty: 4035.567871
	Iteration 6Q: 3 clusters Score -463920.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -463948.031250 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -463948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -463974.687500 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -463974.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -463993.875000 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -463993.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -464002.718750 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -464002.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -464010.812500 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -464010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -464022.937500 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -464022.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -464036.250000 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -464036.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -464047.781250 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -464047.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -464061.000000 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -464061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -464077.312500 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -464077.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -464095.406250 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -464095.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -464111.250000 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -464111.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -464126.875000 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -464126.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -464143.187500 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -464143.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -464169.093750 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -464169.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -464190.812500 Penalty: 4035.567871
	Iteration 22Q: 3 clusters Score -464190.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -464205.875000 Penalty: 4035.567871
	Iteration 23Q: 3 clusters Score -464205.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -464219.250000 Penalty: 4035.567871
	Iteration 24Q: 3 clusters Score -464219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -464230.875000 Penalty: 4035.567871
	Iteration 25Q: 3 clusters Score -464230.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -464247.750000 Penalty: 4035.567871
	Iteration 26Q: 3 clusters Score -464247.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -464261.156250 Penalty: 4035.567871
	Iteration 27Q: 3 clusters Score -464261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -464269.906250 Penalty: 4035.567871
	Iteration 28Q: 3 clusters Score -464269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -464278.000000 Penalty: 4035.567871
	Iteration 29Q: 3 clusters Score -464278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -464292.718750 Penalty: 4035.567871
	Iteration 30Q: 3 clusters Score -464292.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -464307.281250 Penalty: 4035.567871
	Iteration 31Q: 3 clusters Score -464307.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -464319.031250 Penalty: 4035.567871
	Iteration 32Q: 3 clusters Score -464319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -464330.625000 Penalty: 4035.567871
	Iteration 33Q: 3 clusters Score -464330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -464341.187500 Penalty: 4035.567871
	Iteration 34Q: 3 clusters Score -464341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -464354.906250 Penalty: 4035.567871
	Iteration 35Q: 3 clusters Score -464354.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -464374.031250 Penalty: 4035.567871
	Iteration 36Q: 3 clusters Score -464374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -464393.656250 Penalty: 4035.567871
	Iteration 37Q: 3 clusters Score -464393.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -464410.812500 Penalty: 4035.567871
	Iteration 38Q: 3 clusters Score -464410.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -464425.625000 Penalty: 4035.567871
	Iteration 39Q: 3 clusters Score -464425.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -464439.562500 Penalty: 4035.567871
	Iteration 40F: 3 clusters Score -464439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -464452.593750 Penalty: 4035.567871
	Iteration 41Q: 3 clusters Score -464452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -464459.718750 Penalty: 4035.567871
	Iteration 42Q: 3 clusters Score -464459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -464464.375000 Penalty: 4035.567871
	Iteration 43Q: 3 clusters Score -464464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -464466.031250 Penalty: 4035.567871
	Iteration 44Q: 3 clusters Score -464466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -464468.906250 Penalty: 4035.567871
	Iteration 45Q: 3 clusters Score -464468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -464470.437500 Penalty: 4035.567871
	Iteration 46Q: 3 clusters Score -464470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -464472.312500 Penalty: 4035.567871
	Iteration 47Q: 3 clusters Score -464472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -464473.343750 Penalty: 4035.567871
	Iteration 48Q: 3 clusters Score -464473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -464475.187500 Penalty: 4035.567871
	Iteration 49Q: 3 clusters Score -464475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -464475.781250 Penalty: 4035.567871
	Iteration 50Q: 3 clusters Score -464475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -464477.875000 Penalty: 4035.567871
	Iteration 51Q: 3 clusters Score -464477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -464479.093750 Penalty: 4035.567871
	Iteration 52Q: 3 clusters Score -464479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -464483.687500 Penalty: 4035.567871
	Iteration 53Q: 3 clusters Score -464483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -464490.250000 Penalty: 4035.567871
	Iteration 54Q: 3 clusters Score -464490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -464496.875000 Penalty: 4035.567871
	Iteration 55Q: 3 clusters Score -464496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -464500.250000 Penalty: 4035.567871
	Iteration 56Q: 3 clusters Score -464500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -464503.218750 Penalty: 4035.567871
	Iteration 57Q: 3 clusters Score -464503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -464509.312500 Penalty: 4035.567871
	Iteration 58Q: 3 clusters Score -464509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -464516.562500 Penalty: 4035.567871
	Iteration 59Q: 3 clusters Score -464516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -464527.656250 Penalty: 4035.567871
	Iteration 60F: 3 clusters Score -464527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -464537.062500 Penalty: 4035.567871
	Iteration 61Q: 3 clusters Score -464537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -464541.781250 Penalty: 4035.567871
	Iteration 62Q: 3 clusters Score -464541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -464543.343750 Penalty: 4035.567871
	Iteration 63Q: 3 clusters Score -464543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -464546.312500 Penalty: 4035.567871
	Iteration 64Q: 3 clusters Score -464546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -464550.250000 Penalty: 4035.567871
	Iteration 65Q: 3 clusters Score -464550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -464553.937500 Penalty: 4035.567871
	Iteration 66Q: 3 clusters Score -464553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -464555.718750 Penalty: 4035.567871
	Iteration 67Q: 3 clusters Score -464555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -464556.843750 Penalty: 4035.567871
	Iteration 68Q: 3 clusters Score -464556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -464556.843750 Penalty: 4035.567871
	Iteration 69F: 3 clusters Score -464556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161264 members 
Entering Unmasked Estep 
Score: -21853004.000000 Penalty: 2973.718018
	Iteration 0F: 2 clusters Score -2.1853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -21746710.000000 Penalty: 5947.436035
	Iteration 0F: 3 clusters Score -2.174671e+07 nChanged 77208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -21792288.000000 Penalty: 5947.436035
	Iteration 1F: 3 clusters Score -2.179229e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -21794040.000000 Penalty: 5947.436035
	Iteration 2Q: 3 clusters Score -2.179404e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -21796626.000000 Penalty: 5947.436035
	Iteration 3Q: 3 clusters Score -2.179663e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -21800622.000000 Penalty: 5947.436035
	Iteration 4Q: 3 clusters Score -2.180062e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -21806730.000000 Penalty: 5947.436035
	Iteration 5F: 3 clusters Score -2.180673e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -21816176.000000 Penalty: 5947.436035
	Iteration 6F: 3 clusters Score -2.181618e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -21826612.000000 Penalty: 5947.436035
	Iteration 7F: 3 clusters Score -2.182661e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -21833242.000000 Penalty: 5947.436035
	Iteration 8F: 3 clusters Score -2.183324e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -21835800.000000 Penalty: 5947.436035
	Iteration 9Q: 3 clusters Score -2.18358e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -21836438.000000 Penalty: 5947.436035
	Iteration 10Q: 3 clusters Score -2.183644e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -21836976.000000 Penalty: 5947.436035
	Iteration 11Q: 3 clusters Score -2.183698e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -21837304.000000 Penalty: 5947.436035
	Iteration 12Q: 3 clusters Score -2.18373e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -21837694.000000 Penalty: 5947.436035
	Iteration 13Q: 3 clusters Score -2.183769e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -21838094.000000 Penalty: 5947.436035
	Iteration 14Q: 3 clusters Score -2.183809e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -21838438.000000 Penalty: 5947.436035
	Iteration 15Q: 3 clusters Score -2.183844e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -21838714.000000 Penalty: 5947.436035
	Iteration 16Q: 3 clusters Score -2.183871e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -21839048.000000 Penalty: 5947.436035
	Iteration 17Q: 3 clusters Score -2.183905e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -21839276.000000 Penalty: 5947.436035
	Iteration 18Q: 3 clusters Score -2.183928e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -21839526.000000 Penalty: 5947.436035
	Iteration 19Q: 3 clusters Score -2.183953e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -21839718.000000 Penalty: 5947.436035
	Iteration 20F: 3 clusters Score -2.183972e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 116728 members 
Entering Unmasked Estep 
Score: -21840086.000000 Penalty: 5947.436035
	Iteration 21Q: 3 clusters Score -2.184009e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 118551 members 
Entering Unmasked Estep 
Score: -21840376.000000 Penalty: 5947.436035
	Iteration 22Q: 3 clusters Score -2.184038e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -21840840.000000 Penalty: 5947.436035
	Iteration 23Q: 3 clusters Score -2.184084e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -21841320.000000 Penalty: 5947.436035
	Iteration 24Q: 3 clusters Score -2.184132e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -21841758.000000 Penalty: 5947.436035
	Iteration 25Q: 3 clusters Score -2.184176e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -21842220.000000 Penalty: 5947.436035
	Iteration 26Q: 3 clusters Score -2.184222e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 128617 members 
Entering Unmasked Estep 
Score: -21842580.000000 Penalty: 5947.436035
	Iteration 27Q: 3 clusters Score -2.184258e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 130678 members 
Entering Unmasked Estep 
Score: -21843092.000000 Penalty: 5947.436035
	Iteration 28Q: 3 clusters Score -2.184309e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 132667 members 
Entering Unmasked Estep 
Score: -21843694.000000 Penalty: 5947.436035
	Iteration 29Q: 3 clusters Score -2.184369e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -21844120.000000 Penalty: 5947.436035
	Iteration 30Q: 3 clusters Score -2.184412e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -21844590.000000 Penalty: 5947.436035
	Iteration 31Q: 3 clusters Score -2.184459e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 138229 members 
Entering Unmasked Estep 
Score: -21845056.000000 Penalty: 5947.436035
	Iteration 32Q: 3 clusters Score -2.184506e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 139901 members 
Entering Unmasked Estep 
Score: -21845436.000000 Penalty: 5947.436035
	Iteration 33Q: 3 clusters Score -2.184544e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 141451 members 
Entering Unmasked Estep 
Score: -21845782.000000 Penalty: 5947.436035
	Iteration 34Q: 3 clusters Score -2.184578e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 142944 members 
Entering Unmasked Estep 
Score: -21846222.000000 Penalty: 5947.436035
	Iteration 35Q: 3 clusters Score -2.184622e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 144281 members 
Entering Unmasked Estep 
Score: -21846616.000000 Penalty: 5947.436035
	Iteration 36Q: 3 clusters Score -2.184662e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 145575 members 
Entering Unmasked Estep 
Score: -21847022.000000 Penalty: 5947.436035
	Iteration 37Q: 3 clusters Score -2.184702e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -21847322.000000 Penalty: 5947.436035
	Iteration 38Q: 3 clusters Score -2.184732e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -21847516.000000 Penalty: 5947.436035
	Iteration 39Q: 3 clusters Score -2.184752e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -21847976.000000 Penalty: 5947.436035
	Iteration 40F: 3 clusters Score -2.184798e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -21848306.000000 Penalty: 5947.436035
	Iteration 41Q: 3 clusters Score -2.184831e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -21848614.000000 Penalty: 5947.436035
	Iteration 42Q: 3 clusters Score -2.184861e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 152237 members 
Entering Unmasked Estep 
Score: -21849062.000000 Penalty: 5947.436035
	Iteration 43Q: 3 clusters Score -2.184906e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 153183 members 
Entering Unmasked Estep 
Score: -21849488.000000 Penalty: 5947.436035
	Iteration 44Q: 3 clusters Score -2.184949e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -21849698.000000 Penalty: 5947.436035
	Iteration 45Q: 3 clusters Score -2.18497e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 154782 members 
Entering Unmasked Estep 
Score: -21849958.000000 Penalty: 5947.436035
	Iteration 46Q: 3 clusters Score -2.184996e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -21850104.000000 Penalty: 5947.436035
	Iteration 47Q: 3 clusters Score -2.18501e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -21850240.000000 Penalty: 5947.436035
	Iteration 48Q: 3 clusters Score -2.185024e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 156500 members 
Entering Unmasked Estep 
Score: -21850388.000000 Penalty: 5947.436035
	Iteration 49Q: 3 clusters Score -2.185039e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -21850462.000000 Penalty: 5947.436035
	Iteration 50Q: 3 clusters Score -2.185046e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 157299 members 
Entering Unmasked Estep 
Score: -21850546.000000 Penalty: 5947.436035
	Iteration 51Q: 3 clusters Score -2.185055e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -21850664.000000 Penalty: 5947.436035
	Iteration 52Q: 3 clusters Score -2.185066e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -21850716.000000 Penalty: 5947.436035
	Iteration 53Q: 3 clusters Score -2.185072e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -21850710.000000 Penalty: 5947.436035
	Iteration 54Q: 3 clusters Score -2.185071e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -21850718.000000 Penalty: 5947.436035
	Iteration 55Q: 3 clusters Score -2.185072e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -21850750.000000 Penalty: 5947.436035
	Iteration 56Q: 3 clusters Score -2.185075e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -21850856.000000 Penalty: 5947.436035
	Iteration 57Q: 3 clusters Score -2.185086e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 159017 members 
Entering Unmasked Estep 
Score: -21850892.000000 Penalty: 5947.436035
	Iteration 58Q: 3 clusters Score -2.185089e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -21850850.000000 Penalty: 5947.436035
	Iteration 59Q: 3 clusters Score -2.185085e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -21850918.000000 Penalty: 5947.436035
	Iteration 60F: 3 clusters Score -2.185092e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -21850922.000000 Penalty: 5947.436035
	Iteration 61Q: 3 clusters Score -2.185092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21850948.000000 Penalty: 5947.436035
	Iteration 62Q: 3 clusters Score -2.185095e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 159371 members 
Entering Unmasked Estep 
Score: -21850950.000000 Penalty: 5947.436035
	Iteration 63Q: 3 clusters Score -2.185095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -21850970.000000 Penalty: 5947.436035
	Iteration 64Q: 3 clusters Score -2.185097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -21850952.000000 Penalty: 5947.436035
	Iteration 65Q: 3 clusters Score -2.185095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -21850956.000000 Penalty: 5947.436035
	Iteration 66Q: 3 clusters Score -2.185096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -21850962.000000 Penalty: 5947.436035
	Iteration 67Q: 3 clusters Score -2.185096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 159507 members 
Entering Unmasked Estep 
Score: -21850968.000000 Penalty: 5947.436035
	Iteration 68Q: 3 clusters Score -2.185097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -21850950.000000 Penalty: 5947.436035
	Iteration 69Q: 3 clusters Score -2.185095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -21850928.000000 Penalty: 5947.436035
	Iteration 70Q: 3 clusters Score -2.185093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 159553 members 
Entering Unmasked Estep 
Score: -21850922.000000 Penalty: 5947.436035
	Iteration 71Q: 3 clusters Score -2.185092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 159568 members 
Entering Unmasked Estep 
Score: -21850938.000000 Penalty: 5947.436035
	Iteration 72Q: 3 clusters Score -2.185094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -21850950.000000 Penalty: 5947.436035
	Iteration 73Q: 3 clusters Score -2.185095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 159596 members 
Entering Unmasked Estep 
Score: -21850944.000000 Penalty: 5947.436035
	Iteration 74Q: 3 clusters Score -2.185094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -21850926.000000 Penalty: 5947.436035
	Iteration 75Q: 3 clusters Score -2.185093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -21850922.000000 Penalty: 5947.436035
	Iteration 76Q: 3 clusters Score -2.185092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -21850898.000000 Penalty: 5947.436035
	Iteration 77Q: 3 clusters Score -2.18509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 159640 members 
Entering Unmasked Estep 
Score: -21850908.000000 Penalty: 5947.436035
	Iteration 78Q: 3 clusters Score -2.185091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -21850898.000000 Penalty: 5947.436035
	Iteration 79Q: 3 clusters Score -2.18509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 159664 members 
Entering Unmasked Estep 
Score: -21850918.000000 Penalty: 5947.436035
	Iteration 80F: 3 clusters Score -2.185092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -21850918.000000 Penalty: 5947.436035
	Iteration 81Q: 3 clusters Score -2.185092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 159681 members 
Entering Unmasked Estep 
Score: -21850896.000000 Penalty: 5947.436035
	Iteration 82Q: 3 clusters Score -2.18509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -21850904.000000 Penalty: 5947.436035
	Iteration 83Q: 3 clusters Score -2.18509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -21850926.000000 Penalty: 5947.436035
	Iteration 84Q: 3 clusters Score -2.185093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 159707 members 
Entering Unmasked Estep 
Score: -21850916.000000 Penalty: 5947.436035
	Iteration 85Q: 3 clusters Score -2.185092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 159713 members 
Entering Unmasked Estep 
Score: -21850894.000000 Penalty: 5947.436035
	Iteration 86Q: 3 clusters Score -2.185089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -21850892.000000 Penalty: 5947.436035
	Iteration 87Q: 3 clusters Score -2.185089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 159724 members 
Entering Unmasked Estep 
Score: -21850886.000000 Penalty: 5947.436035
	Iteration 88Q: 3 clusters Score -2.185089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 159728 members 
Entering Unmasked Estep 
Score: -21850892.000000 Penalty: 5947.436035
	Iteration 89Q: 3 clusters Score -2.185089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 159730 members 
Entering Unmasked Estep 
Score: -21850892.000000 Penalty: 5947.436035
	Iteration 90Q: 3 clusters Score -2.185089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -21850902.000000 Penalty: 5947.436035
	Iteration 91Q: 3 clusters Score -2.18509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -21850902.000000 Penalty: 5947.436035
	Iteration 92Q: 3 clusters Score -2.18509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -21850904.000000 Penalty: 5947.436035
	Iteration 93Q: 3 clusters Score -2.18509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 159737 members 
Entering Unmasked Estep 
Score: -21850896.000000 Penalty: 5947.436035
	Iteration 94Q: 3 clusters Score -2.18509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -21850884.000000 Penalty: 5947.436035
	Iteration 95Q: 3 clusters Score -2.185088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -21850884.000000 Penalty: 5947.436035
	Iteration 96F: 3 clusters Score -2.185088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Entering Unmasked Estep 
Score: -5854949.000000 Penalty: 2645.687500
	Iteration 0F: 2 clusters Score -5854949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -5825940.000000 Penalty: 5291.375000
	Iteration 0F: 3 clusters Score -5825940 nChanged 19700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5837192.000000 Penalty: 5291.375000
	Iteration 1F: 3 clusters Score -5837192 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5838243.000000 Penalty: 5291.375000
	Iteration 2F: 3 clusters Score -5838243 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5839496.500000 Penalty: 5291.375000
	Iteration 3F: 3 clusters Score -5839496 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -5841268.500000 Penalty: 5291.375000
	Iteration 4F: 3 clusters Score -5841268 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -5843579.500000 Penalty: 5291.375000
	Iteration 5F: 3 clusters Score -5843580 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5846346.500000 Penalty: 5291.375000
	Iteration 6F: 3 clusters Score -5846346 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5848713.000000 Penalty: 5291.375000
	Iteration 7F: 3 clusters Score -5848713 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -5850125.500000 Penalty: 5291.375000
	Iteration 8Q: 3 clusters Score -5850126 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5850718.000000 Penalty: 5291.375000
	Iteration 9Q: 3 clusters Score -5850718 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5850980.000000 Penalty: 5291.375000
	Iteration 10Q: 3 clusters Score -5850980 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5851159.000000 Penalty: 5291.375000
	Iteration 11Q: 3 clusters Score -5851159 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -5851305.000000 Penalty: 5291.375000
	Iteration 12Q: 3 clusters Score -5851305 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5851434.500000 Penalty: 5291.375000
	Iteration 13Q: 3 clusters Score -5851434 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5851549.000000 Penalty: 5291.375000
	Iteration 14Q: 3 clusters Score -5851549 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5851658.500000 Penalty: 5291.375000
	Iteration 15Q: 3 clusters Score -5851658 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -5851762.000000 Penalty: 5291.375000
	Iteration 16Q: 3 clusters Score -5851762 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5851854.500000 Penalty: 5291.375000
	Iteration 17Q: 3 clusters Score -5851854 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5851922.000000 Penalty: 5291.375000
	Iteration 18Q: 3 clusters Score -5851922 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -5852028.000000 Penalty: 5291.375000
	Iteration 19Q: 3 clusters Score -5852028 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -5852109.500000 Penalty: 5291.375000
	Iteration 20F: 3 clusters Score -5852110 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5852204.500000 Penalty: 5291.375000
	Iteration 21Q: 3 clusters Score -5852204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5852329.000000 Penalty: 5291.375000
	Iteration 22Q: 3 clusters Score -5852329 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -5852399.000000 Penalty: 5291.375000
	Iteration 23Q: 3 clusters Score -5852399 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5852478.500000 Penalty: 5291.375000
	Iteration 24Q: 3 clusters Score -5852478 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -5852547.000000 Penalty: 5291.375000
	Iteration 25Q: 3 clusters Score -5852547 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -5852624.000000 Penalty: 5291.375000
	Iteration 26Q: 3 clusters Score -5852624 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -5852688.000000 Penalty: 5291.375000
	Iteration 27Q: 3 clusters Score -5852688 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5852733.500000 Penalty: 5291.375000
	Iteration 28Q: 3 clusters Score -5852734 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5852777.500000 Penalty: 5291.375000
	Iteration 29Q: 3 clusters Score -5852778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5852808.000000 Penalty: 5291.375000
	Iteration 30Q: 3 clusters Score -5852808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5852872.000000 Penalty: 5291.375000
	Iteration 31Q: 3 clusters Score -5852872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5852926.000000 Penalty: 5291.375000
	Iteration 32Q: 3 clusters Score -5852926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5852956.000000 Penalty: 5291.375000
	Iteration 33Q: 3 clusters Score -5852956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5852979.500000 Penalty: 5291.375000
	Iteration 34Q: 3 clusters Score -5852980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5852982.000000 Penalty: 5291.375000
	Iteration 35Q: 3 clusters Score -5852982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -5853001.500000 Penalty: 5291.375000
	Iteration 36Q: 3 clusters Score -5853002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -5853014.500000 Penalty: 5291.375000
	Iteration 37Q: 3 clusters Score -5853014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5853012.000000 Penalty: 5291.375000
	Iteration 38Q: 3 clusters Score -5853012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5853034.500000 Penalty: 5291.375000
	Iteration 39Q: 3 clusters Score -5853034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5853049.500000 Penalty: 5291.375000
	Iteration 40F: 3 clusters Score -5853050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5853041.000000 Penalty: 5291.375000
	Iteration 41Q: 3 clusters Score -5853041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -5853054.000000 Penalty: 5291.375000
	Iteration 42Q: 3 clusters Score -5853054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5853053.000000 Penalty: 5291.375000
	Iteration 43Q: 3 clusters Score -5853053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5853054.000000 Penalty: 5291.375000
	Iteration 44Q: 3 clusters Score -5853054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5853056.000000 Penalty: 5291.375000
	Iteration 45Q: 3 clusters Score -5853056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5853057.000000 Penalty: 5291.375000
	Iteration 46Q: 3 clusters Score -5853057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5853072.500000 Penalty: 5291.375000
	Iteration 47Q: 3 clusters Score -5853072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5853076.500000 Penalty: 5291.375000
	Iteration 48Q: 3 clusters Score -5853076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5853073.500000 Penalty: 5291.375000
	Iteration 49Q: 3 clusters Score -5853074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5853073.500000 Penalty: 5291.375000
	Iteration 50Q: 3 clusters Score -5853074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5853075.000000 Penalty: 5291.375000
	Iteration 51Q: 3 clusters Score -5853075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5853071.500000 Penalty: 5291.375000
	Iteration 52Q: 3 clusters Score -5853072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5853080.000000 Penalty: 5291.375000
	Iteration 53Q: 3 clusters Score -5853080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5853090.500000 Penalty: 5291.375000
	Iteration 54Q: 3 clusters Score -5853090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5853088.500000 Penalty: 5291.375000
	Iteration 55Q: 3 clusters Score -5853088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5853090.500000 Penalty: 5291.375000
	Iteration 56Q: 3 clusters Score -5853090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5853090.000000 Penalty: 5291.375000
	Iteration 57Q: 3 clusters Score -5853090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -5853097.500000 Penalty: 5291.375000
	Iteration 58Q: 3 clusters Score -5853098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5853104.500000 Penalty: 5291.375000
	Iteration 59Q: 3 clusters Score -5853104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5853108.500000 Penalty: 5291.375000
	Iteration 60F: 3 clusters Score -5853108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5853115.000000 Penalty: 5291.375000
	Iteration 61Q: 3 clusters Score -5853115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5853114.500000 Penalty: 5291.375000
	Iteration 62Q: 3 clusters Score -5853114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5853114.000000 Penalty: 5291.375000
	Iteration 63Q: 3 clusters Score -5853114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5853116.500000 Penalty: 5291.375000
	Iteration 64Q: 3 clusters Score -5853116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5853109.500000 Penalty: 5291.375000
	Iteration 65Q: 3 clusters Score -5853110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5853121.000000 Penalty: 5291.375000
	Iteration 66Q: 3 clusters Score -5853121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -5853122.500000 Penalty: 5291.375000
	Iteration 67Q: 3 clusters Score -5853122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5853118.000000 Penalty: 5291.375000
	Iteration 68Q: 3 clusters Score -5853118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5853120.000000 Penalty: 5291.375000
	Iteration 69Q: 3 clusters Score -5853120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5853121.000000 Penalty: 5291.375000
	Iteration 70Q: 3 clusters Score -5853121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5853121.000000 Penalty: 5291.375000
	Iteration 71F: 3 clusters Score -5853121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -173379.937500 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -173379.9 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 648 members 
Entering Unmasked Estep 
Score: -171254.187500 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -171254.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171581.812500 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -171581.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171679.734375 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -171679.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171726.312500 Penalty: 3552.164551
	Iteration 3Q: 3 clusters Score -171726.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -171751.031250 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -171751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -171762.765625 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -171762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171772.843750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -171772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171777.046875 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -171777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -171780.781250 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -171780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171784.890625 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -171784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -171787.328125 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -171787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -171788.312500 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -171788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -171788.312500 Penalty: 3552.164551
	Iteration 12F: 3 clusters Score -171788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Entering Unmasked Estep 
Score: -4054490.500000 Penalty: 2566.140137
	Iteration 0F: 2 clusters Score -4054490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4033152.750000 Penalty: 5132.280273
	Iteration 0F: 3 clusters Score -4033153 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4040751.000000 Penalty: 5132.280273
	Iteration 1F: 3 clusters Score -4040751 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4041283.750000 Penalty: 5132.280273
	Iteration 2Q: 3 clusters Score -4041284 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4041801.250000 Penalty: 5132.280273
	Iteration 3Q: 3 clusters Score -4041801 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4042545.250000 Penalty: 5132.280273
	Iteration 4Q: 3 clusters Score -4042545 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4043588.000000 Penalty: 5132.280273
	Iteration 5F: 3 clusters Score -4043588 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4044864.250000 Penalty: 5132.280273
	Iteration 6F: 3 clusters Score -4044864 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -4046344.500000 Penalty: 5132.280273
	Iteration 7F: 3 clusters Score -4046344 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4047824.000000 Penalty: 5132.280273
	Iteration 8F: 3 clusters Score -4047824 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4049104.000000 Penalty: 5132.280273
	Iteration 9F: 3 clusters Score -4049104 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4050135.250000 Penalty: 5132.280273
	Iteration 10Q: 3 clusters Score -4050135 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4051014.000000 Penalty: 5132.280273
	Iteration 11Q: 3 clusters Score -4051014 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4051732.250000 Penalty: 5132.280273
	Iteration 12Q: 3 clusters Score -4051732 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4052262.500000 Penalty: 5132.280273
	Iteration 13Q: 3 clusters Score -4052262 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4052651.250000 Penalty: 5132.280273
	Iteration 14Q: 3 clusters Score -4052651 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4052932.250000 Penalty: 5132.280273
	Iteration 15Q: 3 clusters Score -4052932 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4053111.750000 Penalty: 5132.280273
	Iteration 16Q: 3 clusters Score -4053112 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4053230.250000 Penalty: 5132.280273
	Iteration 17Q: 3 clusters Score -4053230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4053308.750000 Penalty: 5132.280273
	Iteration 18Q: 3 clusters Score -4053309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4053335.750000 Penalty: 5132.280273
	Iteration 19Q: 3 clusters Score -4053336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4053381.750000 Penalty: 5132.280273
	Iteration 20F: 3 clusters Score -4053382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4053403.500000 Penalty: 5132.280273
	Iteration 21Q: 3 clusters Score -4053404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4053428.250000 Penalty: 5132.280273
	Iteration 22Q: 3 clusters Score -4053428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4053439.000000 Penalty: 5132.280273
	Iteration 23Q: 3 clusters Score -4053439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4053467.250000 Penalty: 5132.280273
	Iteration 24Q: 3 clusters Score -4053467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4053476.250000 Penalty: 5132.280273
	Iteration 25Q: 3 clusters Score -4053476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4053483.750000 Penalty: 5132.280273
	Iteration 26Q: 3 clusters Score -4053484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4053489.250000 Penalty: 5132.280273
	Iteration 27Q: 3 clusters Score -4053489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4053501.250000 Penalty: 5132.280273
	Iteration 28Q: 3 clusters Score -4053501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4053511.500000 Penalty: 5132.280273
	Iteration 29Q: 3 clusters Score -4053512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4053524.250000 Penalty: 5132.280273
	Iteration 30Q: 3 clusters Score -4053524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4053538.250000 Penalty: 5132.280273
	Iteration 31Q: 3 clusters Score -4053538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4053555.250000 Penalty: 5132.280273
	Iteration 32Q: 3 clusters Score -4053555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4053554.250000 Penalty: 5132.280273
	Iteration 33Q: 3 clusters Score -4053554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4053556.250000 Penalty: 5132.280273
	Iteration 34Q: 3 clusters Score -4053556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4053562.500000 Penalty: 5132.280273
	Iteration 35Q: 3 clusters Score -4053562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4053573.000000 Penalty: 5132.280273
	Iteration 36Q: 3 clusters Score -4053573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4053574.500000 Penalty: 5132.280273
	Iteration 37Q: 3 clusters Score -4053574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4053580.000000 Penalty: 5132.280273
	Iteration 38Q: 3 clusters Score -4053580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4053581.500000 Penalty: 5132.280273
	Iteration 39Q: 3 clusters Score -4053582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4053582.250000 Penalty: 5132.280273
	Iteration 40F: 3 clusters Score -4053582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4053586.250000 Penalty: 5132.280273
	Iteration 41Q: 3 clusters Score -4053586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4053589.250000 Penalty: 5132.280273
	Iteration 42Q: 3 clusters Score -4053589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4053588.250000 Penalty: 5132.280273
	Iteration 43Q: 3 clusters Score -4053588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4053593.250000 Penalty: 5132.280273
	Iteration 44Q: 3 clusters Score -4053593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4053599.750000 Penalty: 5132.280273
	Iteration 45Q: 3 clusters Score -4053600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4053595.500000 Penalty: 5132.280273
	Iteration 46Q: 3 clusters Score -4053596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4053597.000000 Penalty: 5132.280273
	Iteration 47Q: 3 clusters Score -4053597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4053605.750000 Penalty: 5132.280273
	Iteration 48Q: 3 clusters Score -4053606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4053600.250000 Penalty: 5132.280273
	Iteration 49Q: 3 clusters Score -4053600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4053604.500000 Penalty: 5132.280273
	Iteration 50Q: 3 clusters Score -4053604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4053611.000000 Penalty: 5132.280273
	Iteration 51Q: 3 clusters Score -4053611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4053619.500000 Penalty: 5132.280273
	Iteration 52Q: 3 clusters Score -4053620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4053615.000000 Penalty: 5132.280273
	Iteration 53Q: 3 clusters Score -4053615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4053617.000000 Penalty: 5132.280273
	Iteration 54Q: 3 clusters Score -4053617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4053613.750000 Penalty: 5132.280273
	Iteration 55Q: 3 clusters Score -4053614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4053608.750000 Penalty: 5132.280273
	Iteration 56Q: 3 clusters Score -4053609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4053619.500000 Penalty: 5132.280273
	Iteration 57Q: 3 clusters Score -4053620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4053613.500000 Penalty: 5132.280273
	Iteration 58Q: 3 clusters Score -4053614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4053613.500000 Penalty: 5132.280273
	Iteration 59F: 3 clusters Score -4053614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Entering Unmasked Estep 
Score: -1204463.250000 Penalty: 2271.104004
	Iteration 0F: 2 clusters Score -1204463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1197168.000000 Penalty: 4542.208008
	Iteration 0F: 3 clusters Score -1197168 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1199398.250000 Penalty: 4542.208008
	Iteration 1F: 3 clusters Score -1199398 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1199775.625000 Penalty: 4542.208008
	Iteration 2F: 3 clusters Score -1199776 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1200049.500000 Penalty: 4542.208008
	Iteration 3F: 3 clusters Score -1200050 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1200264.625000 Penalty: 4542.208008
	Iteration 4Q: 3 clusters Score -1200265 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1200452.625000 Penalty: 4542.208008
	Iteration 5Q: 3 clusters Score -1200453 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1200650.000000 Penalty: 4542.208008
	Iteration 6Q: 3 clusters Score -1200650 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1200865.625000 Penalty: 4542.208008
	Iteration 7Q: 3 clusters Score -1200866 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1201104.375000 Penalty: 4542.208008
	Iteration 8Q: 3 clusters Score -1201104 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1201385.375000 Penalty: 4542.208008
	Iteration 9Q: 3 clusters Score -1201385 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1201619.375000 Penalty: 4542.208008
	Iteration 10Q: 3 clusters Score -1201619 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1201823.625000 Penalty: 4542.208008
	Iteration 11Q: 3 clusters Score -1201824 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1201999.250000 Penalty: 4542.208008
	Iteration 12Q: 3 clusters Score -1201999 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1202125.250000 Penalty: 4542.208008
	Iteration 13Q: 3 clusters Score -1202125 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1202257.125000 Penalty: 4542.208008
	Iteration 14Q: 3 clusters Score -1202257 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1202350.000000 Penalty: 4542.208008
	Iteration 15Q: 3 clusters Score -1202350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1202436.500000 Penalty: 4542.208008
	Iteration 16Q: 3 clusters Score -1202436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1202498.750000 Penalty: 4542.208008
	Iteration 17Q: 3 clusters Score -1202499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1202540.875000 Penalty: 4542.208008
	Iteration 18Q: 3 clusters Score -1202541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1202576.000000 Penalty: 4542.208008
	Iteration 19Q: 3 clusters Score -1202576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1202598.500000 Penalty: 4542.208008
	Iteration 20F: 3 clusters Score -1202598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1202605.625000 Penalty: 4542.208008
	Iteration 21Q: 3 clusters Score -1202606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1202615.375000 Penalty: 4542.208008
	Iteration 22Q: 3 clusters Score -1202615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1202625.625000 Penalty: 4542.208008
	Iteration 23Q: 3 clusters Score -1202626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1202638.500000 Penalty: 4542.208008
	Iteration 24Q: 3 clusters Score -1202638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1202649.125000 Penalty: 4542.208008
	Iteration 25Q: 3 clusters Score -1202649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1202662.250000 Penalty: 4542.208008
	Iteration 26Q: 3 clusters Score -1202662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1202673.625000 Penalty: 4542.208008
	Iteration 27Q: 3 clusters Score -1202674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1202678.375000 Penalty: 4542.208008
	Iteration 28Q: 3 clusters Score -1202678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1202683.125000 Penalty: 4542.208008
	Iteration 29Q: 3 clusters Score -1202683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1202688.875000 Penalty: 4542.208008
	Iteration 30Q: 3 clusters Score -1202689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1202698.000000 Penalty: 4542.208008
	Iteration 31Q: 3 clusters Score -1202698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1202708.250000 Penalty: 4542.208008
	Iteration 32Q: 3 clusters Score -1202708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1202714.625000 Penalty: 4542.208008
	Iteration 33Q: 3 clusters Score -1202715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1202714.250000 Penalty: 4542.208008
	Iteration 34Q: 3 clusters Score -1202714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1202716.000000 Penalty: 4542.208008
	Iteration 35Q: 3 clusters Score -1202716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1202718.250000 Penalty: 4542.208008
	Iteration 36Q: 3 clusters Score -1202718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1202718.375000 Penalty: 4542.208008
	Iteration 37Q: 3 clusters Score -1202718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1202722.750000 Penalty: 4542.208008
	Iteration 38Q: 3 clusters Score -1202723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1202723.000000 Penalty: 4542.208008
	Iteration 39Q: 3 clusters Score -1202723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1202722.625000 Penalty: 4542.208008
	Iteration 40F: 3 clusters Score -1202723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1202729.250000 Penalty: 4542.208008
	Iteration 41Q: 3 clusters Score -1202729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1202732.125000 Penalty: 4542.208008
	Iteration 42Q: 3 clusters Score -1202732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1202738.125000 Penalty: 4542.208008
	Iteration 43Q: 3 clusters Score -1202738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1202742.125000 Penalty: 4542.208008
	Iteration 44Q: 3 clusters Score -1202742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1202747.750000 Penalty: 4542.208008
	Iteration 45Q: 3 clusters Score -1202748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1202747.750000 Penalty: 4542.208008
	Iteration 46Q: 3 clusters Score -1202748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1202749.000000 Penalty: 4542.208008
	Iteration 47Q: 3 clusters Score -1202749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1202749.875000 Penalty: 4542.208008
	Iteration 48Q: 3 clusters Score -1202750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1202751.250000 Penalty: 4542.208008
	Iteration 49Q: 3 clusters Score -1202751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1202751.250000 Penalty: 4542.208008
	Iteration 50F: 3 clusters Score -1202751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Entering Unmasked Estep 
Score: -3049398.750000 Penalty: 2482.292236
	Iteration 0F: 2 clusters Score -3049399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3033913.250000 Penalty: 4964.584473
	Iteration 0F: 3 clusters Score -3033913 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3039253.500000 Penalty: 4964.584473
	Iteration 1F: 3 clusters Score -3039254 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3039826.250000 Penalty: 4964.584473
	Iteration 2F: 3 clusters Score -3039826 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3040398.750000 Penalty: 4964.584473
	Iteration 3F: 3 clusters Score -3040399 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3041027.250000 Penalty: 4964.584473
	Iteration 4F: 3 clusters Score -3041027 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3041784.500000 Penalty: 4964.584473
	Iteration 5F: 3 clusters Score -3041784 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3042534.750000 Penalty: 4964.584473
	Iteration 6F: 3 clusters Score -3042535 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3043250.750000 Penalty: 4964.584473
	Iteration 7F: 3 clusters Score -3043251 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3043950.500000 Penalty: 4964.584473
	Iteration 8Q: 3 clusters Score -3043950 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3044511.500000 Penalty: 4964.584473
	Iteration 9Q: 3 clusters Score -3044512 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3044951 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3045236 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3045399 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3045478 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3045540 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3045576 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3045617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3045628 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3045645.500000 Penalty: 4964.584473
	Iteration 18Q: 3 clusters Score -3045646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3045661 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3045670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3045676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3045677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3045690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3045691.750000 Penalty: 4964.584473
	Iteration 24Q: 3 clusters Score -3045692 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3045698.250000 Penalty: 4964.584473
	Iteration 25Q: 3 clusters Score -3045698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3045708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3045721.000000 Penalty: 4964.584473
	Iteration 27Q: 3 clusters Score -3045721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3045724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3045732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3045749.500000 Penalty: 4964.584473
	Iteration 30Q: 3 clusters Score -3045750 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3045744.750000 Penalty: 4964.584473
	Iteration 31Q: 3 clusters Score -3045745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3045752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3045746.500000 Penalty: 4964.584473
	Iteration 33Q: 3 clusters Score -3045746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3045755 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3045761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3045754 nChanged 33
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Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3045764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3045757 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3045760 nChanged 24
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Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3045757 nChanged 23
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Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3045760 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3045756 nChanged 25
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Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3045762 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3045762 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3045766 nChanged 27
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Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3045769 nChanged 29
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Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3045773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3045775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3045780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3045775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3045778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3045780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3045780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3045786.250000 Penalty: 4964.584473
	Iteration 54Q: 3 clusters Score -3045786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3045788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3045789 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3045792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3045794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3045795 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3045803.000000 Penalty: 4964.584473
	Iteration 60F: 3 clusters Score -3045803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3045797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3045799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3045804 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3045800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3045799 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3045796 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3045794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3045795 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3045801.000000 Penalty: 4964.584473
	Iteration 69Q: 3 clusters Score -3045801 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3045800 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3045799 nChanged 13
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Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3045806 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3045810 nChanged 24
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Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3045816 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3045811.000000 Penalty: 4964.584473
	Iteration 75Q: 3 clusters Score -3045811 nChanged 19
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3045812 nChanged 14
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3045813.000000 Penalty: 4964.584473
	Iteration 77Q: 3 clusters Score -3045813 nChanged 17
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Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3045814.500000 Penalty: 4964.584473
	Iteration 78Q: 3 clusters Score -3045814 nChanged 17
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Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3045818 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3045816 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3045819.750000 Penalty: 4964.584473
	Iteration 81Q: 3 clusters Score -3045820 nChanged 8
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3045821.500000 Penalty: 4964.584473
	Iteration 82Q: 3 clusters Score -3045822 nChanged 9
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Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3045820 nChanged 8
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3045818 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3045815.000000 Penalty: 4964.584473
	Iteration 85Q: 3 clusters Score -3045815 nChanged 9
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Mstep: Class 1 contains 10215 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3045818 nChanged 11
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Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3045816 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3045824 nChanged 9
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Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3045828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3045828 nChanged 10
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Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3045825 nChanged 2
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Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3045823 nChanged 3
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Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3045826.750000 Penalty: 4964.584473
	Iteration 93Q: 3 clusters Score -3045827 nChanged 8
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Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3045826 nChanged 4
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Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3045829 nChanged 2
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Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3045829 nChanged 7
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Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3045824.250000 Penalty: 4964.584473
	Iteration 97Q: 3 clusters Score -3045824 nChanged 4
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Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3045827 nChanged 5
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Mstep: Class 1 contains 10292 members 
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Entering Unmasked Estep 
Score: -3045831.250000 Penalty: 4964.584473
	Iteration 99Q: 3 clusters Score -3045831 nChanged 7
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Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3045830.750000 Penalty: 4964.584473
	Iteration 100F: 3 clusters Score -3045831 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3045832.750000 Penalty: 4964.584473
	Iteration 101Q: 3 clusters Score -3045833 nChanged 12
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Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3045833 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3045830.500000 Penalty: 4964.584473
	Iteration 103Q: 3 clusters Score -3045830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3045830.250000 Penalty: 4964.584473
	Iteration 104Q: 3 clusters Score -3045830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3045831.750000 Penalty: 4964.584473
	Iteration 105Q: 3 clusters Score -3045832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3045833.250000 Penalty: 4964.584473
	Iteration 106Q: 3 clusters Score -3045833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3045835.500000 Penalty: 4964.584473
	Iteration 107Q: 3 clusters Score -3045836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3045837.000000 Penalty: 4964.584473
	Iteration 108Q: 3 clusters Score -3045837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3045839.000000 Penalty: 4964.584473
	Iteration 109Q: 3 clusters Score -3045839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3045834.000000 Penalty: 4964.584473
	Iteration 110Q: 3 clusters Score -3045834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3045831.000000 Penalty: 4964.584473
	Iteration 111Q: 3 clusters Score -3045831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3045833.000000 Penalty: 4964.584473
	Iteration 112Q: 3 clusters Score -3045833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3045829.750000 Penalty: 4964.584473
	Iteration 113Q: 3 clusters Score -3045830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3045834.000000 Penalty: 4964.584473
	Iteration 114Q: 3 clusters Score -3045834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3045826.000000 Penalty: 4964.584473
	Iteration 115Q: 3 clusters Score -3045826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3045830.750000 Penalty: 4964.584473
	Iteration 116Q: 3 clusters Score -3045831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3045832.000000 Penalty: 4964.584473
	Iteration 117Q: 3 clusters Score -3045832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3045833.500000 Penalty: 4964.584473
	Iteration 118Q: 3 clusters Score -3045834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3045827.500000 Penalty: 4964.584473
	Iteration 119Q: 3 clusters Score -3045828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3045828.750000 Penalty: 4964.584473
	Iteration 120F: 3 clusters Score -3045829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3045831.000000 Penalty: 4964.584473
	Iteration 121Q: 3 clusters Score -3045831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3045833.000000 Penalty: 4964.584473
	Iteration 122Q: 3 clusters Score -3045833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3045835.500000 Penalty: 4964.584473
	Iteration 123Q: 3 clusters Score -3045836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3045835.250000 Penalty: 4964.584473
	Iteration 124Q: 3 clusters Score -3045835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3045830.750000 Penalty: 4964.584473
	Iteration 125Q: 3 clusters Score -3045831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3045835.750000 Penalty: 4964.584473
	Iteration 126Q: 3 clusters Score -3045836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3045837.000000 Penalty: 4964.584473
	Iteration 127Q: 3 clusters Score -3045837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3045835.500000 Penalty: 4964.584473
	Iteration 128Q: 3 clusters Score -3045836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3045835.500000 Penalty: 4964.584473
	Iteration 129F: 3 clusters Score -3045836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (167956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Entering Unmasked Estep 
Score: -22747556.000000 Penalty: 2983.801270
	Iteration 0F: 2 clusters Score -2.274756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -22637208.000000 Penalty: 5967.602539
	Iteration 0F: 3 clusters Score -2.263721e+07 nChanged 80512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -22684474.000000 Penalty: 5967.602539
	Iteration 1F: 3 clusters Score -2.268447e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -22685814.000000 Penalty: 5967.602539
	Iteration 2Q: 3 clusters Score -2.268581e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -22687392.000000 Penalty: 5967.602539
	Iteration 3Q: 3 clusters Score -2.268739e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -22689762.000000 Penalty: 5967.602539
	Iteration 4Q: 3 clusters Score -2.268976e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -22693200.000000 Penalty: 5967.602539
	Iteration 5Q: 3 clusters Score -2.26932e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -22698612.000000 Penalty: 5967.602539
	Iteration 6Q: 3 clusters Score -2.269861e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -22705450.000000 Penalty: 5967.602539
	Iteration 7F: 3 clusters Score -2.270545e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -22713266.000000 Penalty: 5967.602539
	Iteration 8F: 3 clusters Score -2.271327e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -22720048.000000 Penalty: 5967.602539
	Iteration 9F: 3 clusters Score -2.272005e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -22724154.000000 Penalty: 5967.602539
	Iteration 10Q: 3 clusters Score -2.272415e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -22725668.000000 Penalty: 5967.602539
	Iteration 11Q: 3 clusters Score -2.272567e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120956 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -22726470.000000 Penalty: 5967.602539
	Iteration 12Q: 3 clusters Score -2.272647e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -22727240.000000 Penalty: 5967.602539
	Iteration 13Q: 3 clusters Score -2.272724e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -22727726.000000 Penalty: 5967.602539
	Iteration 14Q: 3 clusters Score -2.272773e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127484 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -22728334.000000 Penalty: 5967.602539
	Iteration 15Q: 3 clusters Score -2.272833e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -22728924.000000 Penalty: 5967.602539
	Iteration 16Q: 3 clusters Score -2.272892e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132427 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -22729652.000000 Penalty: 5967.602539
	Iteration 17Q: 3 clusters Score -2.272965e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -22730476.000000 Penalty: 5967.602539
	Iteration 18Q: 3 clusters Score -2.273048e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -22731364.000000 Penalty: 5967.602539
	Iteration 19Q: 3 clusters Score -2.273136e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140574 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -22732430.000000 Penalty: 5967.602539
	Iteration 20F: 3 clusters Score -2.273243e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -22733706.000000 Penalty: 5967.602539
	Iteration 21Q: 3 clusters Score -2.273371e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -22734930.000000 Penalty: 5967.602539
	Iteration 22Q: 3 clusters Score -2.273493e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -22736144.000000 Penalty: 5967.602539
	Iteration 23Q: 3 clusters Score -2.273614e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -22737432.000000 Penalty: 5967.602539
	Iteration 24Q: 3 clusters Score -2.273743e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -22738760.000000 Penalty: 5967.602539
	Iteration 25Q: 3 clusters Score -2.273876e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -22739692.000000 Penalty: 5967.602539
	Iteration 26Q: 3 clusters Score -2.273969e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -22740674.000000 Penalty: 5967.602539
	Iteration 27Q: 3 clusters Score -2.274067e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -22741546.000000 Penalty: 5967.602539
	Iteration 28Q: 3 clusters Score -2.274155e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161688 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -22742180.000000 Penalty: 5967.602539
	Iteration 29Q: 3 clusters Score -2.274218e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -22742692.000000 Penalty: 5967.602539
	Iteration 30Q: 3 clusters Score -2.274269e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163699 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -22743196.000000 Penalty: 5967.602539
	Iteration 31Q: 3 clusters Score -2.27432e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -22743610.000000 Penalty: 5967.602539
	Iteration 32Q: 3 clusters Score -2.274361e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165012 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -22743938.000000 Penalty: 5967.602539
	Iteration 33Q: 3 clusters Score -2.274394e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -22744130.000000 Penalty: 5967.602539
	Iteration 34Q: 3 clusters Score -2.274413e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22744228.000000 Penalty: 5967.602539
	Iteration 35Q: 3 clusters Score -2.274423e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166018 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22744402.000000 Penalty: 5967.602539
	Iteration 36Q: 3 clusters Score -2.27444e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166210 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -22744452.000000 Penalty: 5967.602539
	Iteration 37Q: 3 clusters Score -2.274445e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -22744538.000000 Penalty: 5967.602539
	Iteration 38Q: 3 clusters Score -2.274454e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22744610.000000 Penalty: 5967.602539
	Iteration 39Q: 3 clusters Score -2.274461e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166549 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22744692.000000 Penalty: 5967.602539
	Iteration 40F: 3 clusters Score -2.274469e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22744742.000000 Penalty: 5967.602539
	Iteration 41Q: 3 clusters Score -2.274474e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22744806.000000 Penalty: 5967.602539
	Iteration 42Q: 3 clusters Score -2.274481e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22744800.000000 Penalty: 5967.602539
	Iteration 43Q: 3 clusters Score -2.27448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -22744820.000000 Penalty: 5967.602539
	Iteration 44Q: 3 clusters Score -2.274482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22744858.000000 Penalty: 5967.602539
	Iteration 45Q: 3 clusters Score -2.274486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22744862.000000 Penalty: 5967.602539
	Iteration 46Q: 3 clusters Score -2.274486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22744886.000000 Penalty: 5967.602539
	Iteration 47Q: 3 clusters Score -2.274489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22744874.000000 Penalty: 5967.602539
	Iteration 48Q: 3 clusters Score -2.274487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22744882.000000 Penalty: 5967.602539
	Iteration 49Q: 3 clusters Score -2.274488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -22744894.000000 Penalty: 5967.602539
	Iteration 50Q: 3 clusters Score -2.274489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22744894.000000 Penalty: 5967.602539
	Iteration 51Q: 3 clusters Score -2.274489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166814 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22744874.000000 Penalty: 5967.602539
	Iteration 52Q: 3 clusters Score -2.274487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22744894.000000 Penalty: 5967.602539
	Iteration 53Q: 3 clusters Score -2.274489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22744888.000000 Penalty: 5967.602539
	Iteration 54Q: 3 clusters Score -2.274489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22744884.000000 Penalty: 5967.602539
	Iteration 55Q: 3 clusters Score -2.274488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22744884.000000 Penalty: 5967.602539
	Iteration 56F: 3 clusters Score -2.274488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Entering Unmasked Estep 
Score: -2846563.250000 Penalty: 2467.550049
	Iteration 0F: 2 clusters Score -2846563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2832022.750000 Penalty: 4935.100098
	Iteration 0F: 3 clusters Score -2832023 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2836930.750000 Penalty: 4935.100098
	Iteration 1F: 3 clusters Score -2836931 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2837457.000000 Penalty: 4935.100098
	Iteration 2F: 3 clusters Score -2837457 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2837929.500000 Penalty: 4935.100098
	Iteration 3F: 3 clusters Score -2837930 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2838355.000000 Penalty: 4935.100098
	Iteration 4Q: 3 clusters Score -2838355 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2838836.750000 Penalty: 4935.100098
	Iteration 5Q: 3 clusters Score -2838837 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2839388.750000 Penalty: 4935.100098
	Iteration 6F: 3 clusters Score -2839389 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2840045.500000 Penalty: 4935.100098
	Iteration 7F: 3 clusters Score -2840046 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2840842.750000 Penalty: 4935.100098
	Iteration 8F: 3 clusters Score -2840843 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2841846.250000 Penalty: 4935.100098
	Iteration 9F: 3 clusters Score -2841846 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2842862.500000 Penalty: 4935.100098
	Iteration 10Q: 3 clusters Score -2842862 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2843463.250000 Penalty: 4935.100098
	Iteration 11Q: 3 clusters Score -2843463 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2843699.250000 Penalty: 4935.100098
	Iteration 12Q: 3 clusters Score -2843699 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2843805.750000 Penalty: 4935.100098
	Iteration 13Q: 3 clusters Score -2843806 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2843852.750000 Penalty: 4935.100098
	Iteration 14Q: 3 clusters Score -2843853 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2843889.000000 Penalty: 4935.100098
	Iteration 15Q: 3 clusters Score -2843889 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2843921.500000 Penalty: 4935.100098
	Iteration 16Q: 3 clusters Score -2843922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2843951.500000 Penalty: 4935.100098
	Iteration 17Q: 3 clusters Score -2843952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2843970.000000 Penalty: 4935.100098
	Iteration 18Q: 3 clusters Score -2843970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2843996.000000 Penalty: 4935.100098
	Iteration 19Q: 3 clusters Score -2843996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2844015.500000 Penalty: 4935.100098
	Iteration 20F: 3 clusters Score -2844016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2844028.500000 Penalty: 4935.100098
	Iteration 21Q: 3 clusters Score -2844028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2844048.000000 Penalty: 4935.100098
	Iteration 22Q: 3 clusters Score -2844048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2844055.250000 Penalty: 4935.100098
	Iteration 23Q: 3 clusters Score -2844055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2844072.500000 Penalty: 4935.100098
	Iteration 24Q: 3 clusters Score -2844072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2844074.750000 Penalty: 4935.100098
	Iteration 25Q: 3 clusters Score -2844075 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2844095.500000 Penalty: 4935.100098
	Iteration 26Q: 3 clusters Score -2844096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2844119.000000 Penalty: 4935.100098
	Iteration 27Q: 3 clusters Score -2844119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2844125.000000 Penalty: 4935.100098
	Iteration 28Q: 3 clusters Score -2844125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2844137.000000 Penalty: 4935.100098
	Iteration 29Q: 3 clusters Score -2844137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2844142.750000 Penalty: 4935.100098
	Iteration 30Q: 3 clusters Score -2844143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2844149.500000 Penalty: 4935.100098
	Iteration 31Q: 3 clusters Score -2844150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2844144.250000 Penalty: 4935.100098
	Iteration 32Q: 3 clusters Score -2844144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2844152.250000 Penalty: 4935.100098
	Iteration 33Q: 3 clusters Score -2844152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2844157.250000 Penalty: 4935.100098
	Iteration 34Q: 3 clusters Score -2844157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2844156.250000 Penalty: 4935.100098
	Iteration 35Q: 3 clusters Score -2844156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2844168.500000 Penalty: 4935.100098
	Iteration 36Q: 3 clusters Score -2844168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2844169.750000 Penalty: 4935.100098
	Iteration 37Q: 3 clusters Score -2844170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2844172.250000 Penalty: 4935.100098
	Iteration 38Q: 3 clusters Score -2844172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2844177.000000 Penalty: 4935.100098
	Iteration 39Q: 3 clusters Score -2844177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2844179.500000 Penalty: 4935.100098
	Iteration 40F: 3 clusters Score -2844180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2844183.500000 Penalty: 4935.100098
	Iteration 41Q: 3 clusters Score -2844184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2844187.500000 Penalty: 4935.100098
	Iteration 42Q: 3 clusters Score -2844188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2844192.500000 Penalty: 4935.100098
	Iteration 43Q: 3 clusters Score -2844192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2844192.500000 Penalty: 4935.100098
	Iteration 44Q: 3 clusters Score -2844192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2844201.250000 Penalty: 4935.100098
	Iteration 45Q: 3 clusters Score -2844201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2844202.250000 Penalty: 4935.100098
	Iteration 46Q: 3 clusters Score -2844202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2844206.750000 Penalty: 4935.100098
	Iteration 47Q: 3 clusters Score -2844207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2844205.000000 Penalty: 4935.100098
	Iteration 48Q: 3 clusters Score -2844205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2844207.000000 Penalty: 4935.100098
	Iteration 49Q: 3 clusters Score -2844207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2844215.000000 Penalty: 4935.100098
	Iteration 50Q: 3 clusters Score -2844215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2844213.500000 Penalty: 4935.100098
	Iteration 51Q: 3 clusters Score -2844214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2844219.250000 Penalty: 4935.100098
	Iteration 52Q: 3 clusters Score -2844219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2844222.250000 Penalty: 4935.100098
	Iteration 53Q: 3 clusters Score -2844222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2844223.000000 Penalty: 4935.100098
	Iteration 54Q: 3 clusters Score -2844223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2844225.750000 Penalty: 4935.100098
	Iteration 55Q: 3 clusters Score -2844226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2844228.000000 Penalty: 4935.100098
	Iteration 56Q: 3 clusters Score -2844228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2844229.250000 Penalty: 4935.100098
	Iteration 57Q: 3 clusters Score -2844229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2844236.750000 Penalty: 4935.100098
	Iteration 58Q: 3 clusters Score -2844237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2844239.500000 Penalty: 4935.100098
	Iteration 59Q: 3 clusters Score -2844240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2844238.250000 Penalty: 4935.100098
	Iteration 60F: 3 clusters Score -2844238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2844243.250000 Penalty: 4935.100098
	Iteration 61Q: 3 clusters Score -2844243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2844237.500000 Penalty: 4935.100098
	Iteration 62Q: 3 clusters Score -2844238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2844241.250000 Penalty: 4935.100098
	Iteration 63Q: 3 clusters Score -2844241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2844238.250000 Penalty: 4935.100098
	Iteration 64Q: 3 clusters Score -2844238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2844242.500000 Penalty: 4935.100098
	Iteration 65Q: 3 clusters Score -2844242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2844241.250000 Penalty: 4935.100098
	Iteration 66Q: 3 clusters Score -2844241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2844247.500000 Penalty: 4935.100098
	Iteration 67Q: 3 clusters Score -2844248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2844244.000000 Penalty: 4935.100098
	Iteration 68Q: 3 clusters Score -2844244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2844248.000000 Penalty: 4935.100098
	Iteration 69Q: 3 clusters Score -2844248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2844251.250000 Penalty: 4935.100098
	Iteration 70Q: 3 clusters Score -2844251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2844248.000000 Penalty: 4935.100098
	Iteration 71Q: 3 clusters Score -2844248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2844251.000000 Penalty: 4935.100098
	Iteration 72Q: 3 clusters Score -2844251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2844250.500000 Penalty: 4935.100098
	Iteration 73Q: 3 clusters Score -2844250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2844251.250000 Penalty: 4935.100098
	Iteration 74Q: 3 clusters Score -2844251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2844248.750000 Penalty: 4935.100098
	Iteration 75Q: 3 clusters Score -2844249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2844248.750000 Penalty: 4935.100098
	Iteration 76F: 3 clusters Score -2844249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 180 members 
Entering Unmasked Estep 
Score: -37649.347656 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37649.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37862.355469 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37862.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38007.664062 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -38007.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38076.351562 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -38076.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38110.402344 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -38110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38117.351562 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -38117.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38120.890625 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -38120.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38120.890625 Penalty: 2899.833740
	Iteration 7F: 3 clusters Score -38120.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -226651.468750 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -226651.5 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: -224198.406250 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -224198.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -224746.015625 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -224746 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225180.234375 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -225180.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -225634.796875 Penalty: 3722.996826
	Iteration 3F: 3 clusters Score -225634.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -226071.140625 Penalty: 3722.996826
	Iteration 4F: 3 clusters Score -226071.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -226388.031250 Penalty: 3722.996826
	Iteration 5F: 3 clusters Score -226388 nChanged 116
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: -226603.093750 Penalty: 3722.996826
	Iteration 6F: 3 clusters Score -226603.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226842.593750 Penalty: 3722.996826
	Iteration 7F: 3 clusters Score -226842.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -227013.562500 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -227013.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -227100.859375 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -227100.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -227132.359375 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -227132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -227149.765625 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -227149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -227165.500000 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -227165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -227168.890625 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -227168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -227168.890625 Penalty: 3722.996826
	Iteration 14F: 3 clusters Score -227168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33871 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18043 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 161264 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 167956 members 
Mstep: Class 15 contains 20948 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159985 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 74574 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126449552.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126450600.000000 to -126449552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19291.882812 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19291.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19446.296875 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19514.554688 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19514.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19551.494141 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19551.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19589.876953 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19589.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19641.427734 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -19641.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19655.224609 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -19655.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19658.064453 Penalty: 2635.350342
	Iteration 7F: 3 clusters Score -19658.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19666.402344 Penalty: 2635.350342
	Iteration 8Q: 3 clusters Score -19666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19673.947266 Penalty: 2635.350342
	Iteration 9Q: 3 clusters Score -19673.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19673.947266 Penalty: 2635.350342
	Iteration 10F: 3 clusters Score -19673.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159985 members 
Entering Unmasked Estep 
Score: -21685922.000000 Penalty: 2971.743164
	Iteration 0F: 2 clusters Score -2.168592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
Score: -21581340.000000 Penalty: 5943.486328
	Iteration 0F: 3 clusters Score -2.158134e+07 nChanged 76559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -21626034.000000 Penalty: 5943.486328
	Iteration 1F: 3 clusters Score -2.162603e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -21627140.000000 Penalty: 5943.486328
	Iteration 2Q: 3 clusters Score -2.162714e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -21628640.000000 Penalty: 5943.486328
	Iteration 3Q: 3 clusters Score -2.162864e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -21631170.000000 Penalty: 5943.486328
	Iteration 4Q: 3 clusters Score -2.163117e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -21635496.000000 Penalty: 5943.486328
	Iteration 5F: 3 clusters Score -2.16355e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -21643168.000000 Penalty: 5943.486328
	Iteration 6F: 3 clusters Score -2.164317e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 128809 members 
Entering Unmasked Estep 
Score: -21654504.000000 Penalty: 5943.486328
	Iteration 7F: 3 clusters Score -2.16545e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 142398 members 
Entering Unmasked Estep 
Score: -21666880.000000 Penalty: 5943.486328
	Iteration 8F: 3 clusters Score -2.166688e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -21676248.000000 Penalty: 5943.486328
	Iteration 9F: 3 clusters Score -2.167625e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -21680886.000000 Penalty: 5943.486328
	Iteration 10Q: 3 clusters Score -2.168089e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 158840 members 
Entering Unmasked Estep 
Score: -21682418.000000 Penalty: 5943.486328
	Iteration 11Q: 3 clusters Score -2.168242e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -21682942.000000 Penalty: 5943.486328
	Iteration 12Q: 3 clusters Score -2.168294e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 159569 members 
Entering Unmasked Estep 
Score: -21683154.000000 Penalty: 5943.486328
	Iteration 13Q: 3 clusters Score -2.168315e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 159629 members 
Entering Unmasked Estep 
Score: -21683250.000000 Penalty: 5943.486328
	Iteration 14Q: 3 clusters Score -2.168325e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159648 members 
Entering Unmasked Estep 
Score: -21683292.000000 Penalty: 5943.486328
	Iteration 15Q: 3 clusters Score -2.168329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 159665 members 
Entering Unmasked Estep 
Score: -21683364.000000 Penalty: 5943.486328
	Iteration 16Q: 3 clusters Score -2.168336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -21683406.000000 Penalty: 5943.486328
	Iteration 17Q: 3 clusters Score -2.168341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -21683418.000000 Penalty: 5943.486328
	Iteration 18Q: 3 clusters Score -2.168342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -21683422.000000 Penalty: 5943.486328
	Iteration 19Q: 3 clusters Score -2.168342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -21683432.000000 Penalty: 5943.486328
	Iteration 20F: 3 clusters Score -2.168343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -21683430.000000 Penalty: 5943.486328
	Iteration 21Q: 3 clusters Score -2.168343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159695 members 
Entering Unmasked Estep 
Score: -21683446.000000 Penalty: 5943.486328
	Iteration 22Q: 3 clusters Score -2.168345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -21683440.000000 Penalty: 5943.486328
	Iteration 23Q: 3 clusters Score -2.168344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159698 members 
Entering Unmasked Estep 
Score: -21683452.000000 Penalty: 5943.486328
	Iteration 24Q: 3 clusters Score -2.168345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159699 members 
Entering Unmasked Estep 
Score: -21683444.000000 Penalty: 5943.486328
	Iteration 25Q: 3 clusters Score -2.168344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -21683438.000000 Penalty: 5943.486328
	Iteration 26Q: 3 clusters Score -2.168344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -21683438.000000 Penalty: 5943.486328
	Iteration 27F: 3 clusters Score -2.168344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Entering Unmasked Estep 
Score: -1539828.125000 Penalty: 2346.429688
	Iteration 0F: 2 clusters Score -1539828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1530345.500000 Penalty: 4692.859375
	Iteration 0F: 3 clusters Score -1530346 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1533603.375000 Penalty: 4692.859375
	Iteration 1F: 3 clusters Score -1533603 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1534224.875000 Penalty: 4692.859375
	Iteration 2F: 3 clusters Score -1534225 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1534788.125000 Penalty: 4692.859375
	Iteration 3F: 3 clusters Score -1534788 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1535351.250000 Penalty: 4692.859375
	Iteration 4F: 3 clusters Score -1535351 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1535883.000000 Penalty: 4692.859375
	Iteration 5F: 3 clusters Score -1535883 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1536394.375000 Penalty: 4692.859375
	Iteration 6F: 3 clusters Score -1536394 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1536821.875000 Penalty: 4692.859375
	Iteration 7F: 3 clusters Score -1536822 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1537164.875000 Penalty: 4692.859375
	Iteration 8Q: 3 clusters Score -1537165 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1537474.625000 Penalty: 4692.859375
	Iteration 9Q: 3 clusters Score -1537475 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1537704.500000 Penalty: 4692.859375
	Iteration 10Q: 3 clusters Score -1537704 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1537888.250000 Penalty: 4692.859375
	Iteration 11Q: 3 clusters Score -1537888 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1538048.625000 Penalty: 4692.859375
	Iteration 12Q: 3 clusters Score -1538049 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1538149.750000 Penalty: 4692.859375
	Iteration 13Q: 3 clusters Score -1538150 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1538239.000000 Penalty: 4692.859375
	Iteration 14Q: 3 clusters Score -1538239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1538313.250000 Penalty: 4692.859375
	Iteration 15Q: 3 clusters Score -1538313 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1538381.375000 Penalty: 4692.859375
	Iteration 16Q: 3 clusters Score -1538381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1538437.000000 Penalty: 4692.859375
	Iteration 17Q: 3 clusters Score -1538437 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1538492.500000 Penalty: 4692.859375
	Iteration 18Q: 3 clusters Score -1538492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1538537.625000 Penalty: 4692.859375
	Iteration 19Q: 3 clusters Score -1538538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1538587.250000 Penalty: 4692.859375
	Iteration 20F: 3 clusters Score -1538587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1538618.000000 Penalty: 4692.859375
	Iteration 21Q: 3 clusters Score -1538618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1538642.000000 Penalty: 4692.859375
	Iteration 22Q: 3 clusters Score -1538642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1538654.375000 Penalty: 4692.859375
	Iteration 23Q: 3 clusters Score -1538654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1538670.375000 Penalty: 4692.859375
	Iteration 24Q: 3 clusters Score -1538670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1538674.375000 Penalty: 4692.859375
	Iteration 25Q: 3 clusters Score -1538674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1538682.375000 Penalty: 4692.859375
	Iteration 26Q: 3 clusters Score -1538682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1538690.000000 Penalty: 4692.859375
	Iteration 27Q: 3 clusters Score -1538690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1538696.625000 Penalty: 4692.859375
	Iteration 28Q: 3 clusters Score -1538697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1538698.500000 Penalty: 4692.859375
	Iteration 29Q: 3 clusters Score -1538698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1538699.375000 Penalty: 4692.859375
	Iteration 30Q: 3 clusters Score -1538699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1538704.500000 Penalty: 4692.859375
	Iteration 31Q: 3 clusters Score -1538704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1538712.625000 Penalty: 4692.859375
	Iteration 32Q: 3 clusters Score -1538713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1538716.000000 Penalty: 4692.859375
	Iteration 33Q: 3 clusters Score -1538716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1538720.500000 Penalty: 4692.859375
	Iteration 34Q: 3 clusters Score -1538720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1538723.750000 Penalty: 4692.859375
	Iteration 35Q: 3 clusters Score -1538724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1538723.375000 Penalty: 4692.859375
	Iteration 36Q: 3 clusters Score -1538723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1538724.625000 Penalty: 4692.859375
	Iteration 37Q: 3 clusters Score -1538725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1538727.750000 Penalty: 4692.859375
	Iteration 38Q: 3 clusters Score -1538728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1538732.250000 Penalty: 4692.859375
	Iteration 39Q: 3 clusters Score -1538732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1538735.750000 Penalty: 4692.859375
	Iteration 40F: 3 clusters Score -1538736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1538736.000000 Penalty: 4692.859375
	Iteration 41Q: 3 clusters Score -1538736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1538739.625000 Penalty: 4692.859375
	Iteration 42Q: 3 clusters Score -1538740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1538738.750000 Penalty: 4692.859375
	Iteration 43Q: 3 clusters Score -1538739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1538742.625000 Penalty: 4692.859375
	Iteration 44Q: 3 clusters Score -1538743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1538741.375000 Penalty: 4692.859375
	Iteration 45Q: 3 clusters Score -1538741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1538742.375000 Penalty: 4692.859375
	Iteration 46Q: 3 clusters Score -1538742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1538744.000000 Penalty: 4692.859375
	Iteration 47Q: 3 clusters Score -1538744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1538742.250000 Penalty: 4692.859375
	Iteration 48Q: 3 clusters Score -1538742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1538743.625000 Penalty: 4692.859375
	Iteration 49Q: 3 clusters Score -1538744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1538743.750000 Penalty: 4692.859375
	Iteration 50Q: 3 clusters Score -1538744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1538744.125000 Penalty: 4692.859375
	Iteration 51Q: 3 clusters Score -1538744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1538745.125000 Penalty: 4692.859375
	Iteration 52Q: 3 clusters Score -1538745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1538744.125000 Penalty: 4692.859375
	Iteration 53Q: 3 clusters Score -1538744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1538747.625000 Penalty: 4692.859375
	Iteration 54Q: 3 clusters Score -1538748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1538745.000000 Penalty: 4692.859375
	Iteration 55Q: 3 clusters Score -1538745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1538744.875000 Penalty: 4692.859375
	Iteration 56Q: 3 clusters Score -1538745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1538745.625000 Penalty: 4692.859375
	Iteration 57Q: 3 clusters Score -1538746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1538745.625000 Penalty: 4692.859375
	Iteration 58F: 3 clusters Score -1538746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12232.044922 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12232.04 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 69 members 
Entering Unmasked Estep 
Score: -11305.091797 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11305.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11330.554688 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11330.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11359.122070 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11359.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11378.947266 Penalty: 2454.584961
	Iteration 3Q: 3 clusters Score -11378.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11378.947266 Penalty: 2454.584961
	Iteration 4F: 3 clusters Score -11378.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68860.640625 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68860.64 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69101.195312 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69101.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69204.578125 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69204.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69309.507812 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -69309.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69429.781250 Penalty: 3173.703125
	Iteration 4F: 3 clusters Score -69429.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69566.398438 Penalty: 3173.703125
	Iteration 5F: 3 clusters Score -69566.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69701.398438 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69701.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69850.765625 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69850.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70073.328125 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -70073.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70216.671875 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -70216.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70247.359375 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -70247.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70290.406250 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -70290.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70324.367188 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -70324.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70331.351562 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -70331.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70333.140625 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -70333.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70334.289062 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -70334.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70334.289062 Penalty: 3173.703125
	Iteration 16F: 3 clusters Score -70334.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Entering Unmasked Estep 
Score: -3410270.000000 Penalty: 2509.961914
	Iteration 0F: 2 clusters Score -3410270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3393115.000000 Penalty: 5019.923828
	Iteration 0F: 3 clusters Score -3393115 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3399036.750000 Penalty: 5019.923828
	Iteration 1F: 3 clusters Score -3399037 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3399388.750000 Penalty: 5019.923828
	Iteration 2Q: 3 clusters Score -3399389 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3399687.000000 Penalty: 5019.923828
	Iteration 3Q: 3 clusters Score -3399687 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3399922.000000 Penalty: 5019.923828
	Iteration 4Q: 3 clusters Score -3399922 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3400119.750000 Penalty: 5019.923828
	Iteration 5Q: 3 clusters Score -3400120 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3400334.000000 Penalty: 5019.923828
	Iteration 6Q: 3 clusters Score -3400334 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3400547.500000 Penalty: 5019.923828
	Iteration 7Q: 3 clusters Score -3400548 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3400829.500000 Penalty: 5019.923828
	Iteration 8Q: 3 clusters Score -3400830 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3401138.750000 Penalty: 5019.923828
	Iteration 9Q: 3 clusters Score -3401139 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3401486.500000 Penalty: 5019.923828
	Iteration 10Q: 3 clusters Score -3401486 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3401909.250000 Penalty: 5019.923828
	Iteration 11Q: 3 clusters Score -3401909 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3402383.000000 Penalty: 5019.923828
	Iteration 12Q: 3 clusters Score -3402383 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3402926.250000 Penalty: 5019.923828
	Iteration 13Q: 3 clusters Score -3402926 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3403469.250000 Penalty: 5019.923828
	Iteration 14Q: 3 clusters Score -3403469 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3404067.750000 Penalty: 5019.923828
	Iteration 15Q: 3 clusters Score -3404068 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3404729.750000 Penalty: 5019.923828
	Iteration 16Q: 3 clusters Score -3404730 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3405338.000000 Penalty: 5019.923828
	Iteration 17Q: 3 clusters Score -3405338 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3405865.750000 Penalty: 5019.923828
	Iteration 18Q: 3 clusters Score -3405866 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3406308.500000 Penalty: 5019.923828
	Iteration 19Q: 3 clusters Score -3406308 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3406696.750000 Penalty: 5019.923828
	Iteration 20F: 3 clusters Score -3406697 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3407019.500000 Penalty: 5019.923828
	Iteration 21Q: 3 clusters Score -3407020 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3407265.000000 Penalty: 5019.923828
	Iteration 22Q: 3 clusters Score -3407265 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3407454.250000 Penalty: 5019.923828
	Iteration 23Q: 3 clusters Score -3407454 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3407596.250000 Penalty: 5019.923828
	Iteration 24Q: 3 clusters Score -3407596 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3407703.750000 Penalty: 5019.923828
	Iteration 25Q: 3 clusters Score -3407704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3407799.000000 Penalty: 5019.923828
	Iteration 26Q: 3 clusters Score -3407799 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3407865.500000 Penalty: 5019.923828
	Iteration 27Q: 3 clusters Score -3407866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3407927.000000 Penalty: 5019.923828
	Iteration 28Q: 3 clusters Score -3407927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3407979.000000 Penalty: 5019.923828
	Iteration 29Q: 3 clusters Score -3407979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3408013.750000 Penalty: 5019.923828
	Iteration 30Q: 3 clusters Score -3408014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3408047.000000 Penalty: 5019.923828
	Iteration 31Q: 3 clusters Score -3408047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3408068.250000 Penalty: 5019.923828
	Iteration 32Q: 3 clusters Score -3408068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3408086.000000 Penalty: 5019.923828
	Iteration 33Q: 3 clusters Score -3408086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3408099.250000 Penalty: 5019.923828
	Iteration 34Q: 3 clusters Score -3408099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3408101.500000 Penalty: 5019.923828
	Iteration 35Q: 3 clusters Score -3408102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3408105.250000 Penalty: 5019.923828
	Iteration 36Q: 3 clusters Score -3408105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3408107.750000 Penalty: 5019.923828
	Iteration 37Q: 3 clusters Score -3408108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3408117.750000 Penalty: 5019.923828
	Iteration 38Q: 3 clusters Score -3408118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3408117.500000 Penalty: 5019.923828
	Iteration 39Q: 3 clusters Score -3408118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3408123.000000 Penalty: 5019.923828
	Iteration 40F: 3 clusters Score -3408123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3408122.750000 Penalty: 5019.923828
	Iteration 41Q: 3 clusters Score -3408123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3408121.750000 Penalty: 5019.923828
	Iteration 42Q: 3 clusters Score -3408122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3408127.250000 Penalty: 5019.923828
	Iteration 43Q: 3 clusters Score -3408127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3408131.250000 Penalty: 5019.923828
	Iteration 44Q: 3 clusters Score -3408131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3408135.000000 Penalty: 5019.923828
	Iteration 45Q: 3 clusters Score -3408135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3408135.000000 Penalty: 5019.923828
	Iteration 46Q: 3 clusters Score -3408135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3408141.750000 Penalty: 5019.923828
	Iteration 47Q: 3 clusters Score -3408142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3408143.000000 Penalty: 5019.923828
	Iteration 48Q: 3 clusters Score -3408143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3408144.500000 Penalty: 5019.923828
	Iteration 49Q: 3 clusters Score -3408144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3408144.500000 Penalty: 5019.923828
	Iteration 50F: 3 clusters Score -3408144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Entering Unmasked Estep 
Score: -9834387.000000 Penalty: 2782.447754
	Iteration 0F: 2 clusters Score -9834387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -9784249.000000 Penalty: 5564.895508
	Iteration 0F: 3 clusters Score -9784249 nChanged 35018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9804153.000000 Penalty: 5564.895508
	Iteration 1F: 3 clusters Score -9804153 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -9804997.000000 Penalty: 5564.895508
	Iteration 2Q: 3 clusters Score -9804997 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -9805999.000000 Penalty: 5564.895508
	Iteration 3Q: 3 clusters Score -9805999 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -9807400.000000 Penalty: 5564.895508
	Iteration 4Q: 3 clusters Score -9807400 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -9809191.000000 Penalty: 5564.895508
	Iteration 5F: 3 clusters Score -9809191 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -9811712.000000 Penalty: 5564.895508
	Iteration 6F: 3 clusters Score -9811712 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -9814810.000000 Penalty: 5564.895508
	Iteration 7F: 3 clusters Score -9814810 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -9818074.000000 Penalty: 5564.895508
	Iteration 8F: 3 clusters Score -9818074 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -9821123.000000 Penalty: 5564.895508
	Iteration 9F: 3 clusters Score -9821123 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -9823657.000000 Penalty: 5564.895508
	Iteration 10F: 3 clusters Score -9823657 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -9825656.000000 Penalty: 5564.895508
	Iteration 11Q: 3 clusters Score -9825656 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -9827365.000000 Penalty: 5564.895508
	Iteration 12Q: 3 clusters Score -9827365 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -9828698.000000 Penalty: 5564.895508
	Iteration 13Q: 3 clusters Score -9828698 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -9829749.000000 Penalty: 5564.895508
	Iteration 14Q: 3 clusters Score -9829749 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -9830449.000000 Penalty: 5564.895508
	Iteration 15Q: 3 clusters Score -9830449 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9830931.000000 Penalty: 5564.895508
	Iteration 16Q: 3 clusters Score -9830931 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9831260.000000 Penalty: 5564.895508
	Iteration 17Q: 3 clusters Score -9831260 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9831454.000000 Penalty: 5564.895508
	Iteration 18Q: 3 clusters Score -9831454 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9831605.000000 Penalty: 5564.895508
	Iteration 19Q: 3 clusters Score -9831605 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9831691.000000 Penalty: 5564.895508
	Iteration 20F: 3 clusters Score -9831691 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9831757.000000 Penalty: 5564.895508
	Iteration 21Q: 3 clusters Score -9831757 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9831833.000000 Penalty: 5564.895508
	Iteration 22Q: 3 clusters Score -9831833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9831869.000000 Penalty: 5564.895508
	Iteration 23Q: 3 clusters Score -9831869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9831884.000000 Penalty: 5564.895508
	Iteration 24Q: 3 clusters Score -9831884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9831917.000000 Penalty: 5564.895508
	Iteration 25Q: 3 clusters Score -9831917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9831921.000000 Penalty: 5564.895508
	Iteration 26Q: 3 clusters Score -9831921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9831926.000000 Penalty: 5564.895508
	Iteration 27Q: 3 clusters Score -9831926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9831939.000000 Penalty: 5564.895508
	Iteration 28Q: 3 clusters Score -9831939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9831952.000000 Penalty: 5564.895508
	Iteration 29Q: 3 clusters Score -9831952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9831960.000000 Penalty: 5564.895508
	Iteration 30Q: 3 clusters Score -9831960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9831962.000000 Penalty: 5564.895508
	Iteration 31Q: 3 clusters Score -9831962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9831964.000000 Penalty: 5564.895508
	Iteration 32Q: 3 clusters Score -9831964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9831965.000000 Penalty: 5564.895508
	Iteration 33Q: 3 clusters Score -9831965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9831974.000000 Penalty: 5564.895508
	Iteration 34Q: 3 clusters Score -9831974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9831980.000000 Penalty: 5564.895508
	Iteration 35Q: 3 clusters Score -9831980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9831983.000000 Penalty: 5564.895508
	Iteration 36Q: 3 clusters Score -9831983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9831989.000000 Penalty: 5564.895508
	Iteration 37Q: 3 clusters Score -9831989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9831995.000000 Penalty: 5564.895508
	Iteration 38Q: 3 clusters Score -9831995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9831992.000000 Penalty: 5564.895508
	Iteration 39Q: 3 clusters Score -9831992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9832010.000000 Penalty: 5564.895508
	Iteration 40F: 3 clusters Score -9832010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9832006.000000 Penalty: 5564.895508
	Iteration 41Q: 3 clusters Score -9832006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9832024.000000 Penalty: 5564.895508
	Iteration 42Q: 3 clusters Score -9832024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9832040.000000 Penalty: 5564.895508
	Iteration 43Q: 3 clusters Score -9832040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9832055.000000 Penalty: 5564.895508
	Iteration 44Q: 3 clusters Score -9832055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9832043.000000 Penalty: 5564.895508
	Iteration 45Q: 3 clusters Score -9832043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9832043.000000 Penalty: 5564.895508
	Iteration 46Q: 3 clusters Score -9832043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9832042.000000 Penalty: 5564.895508
	Iteration 47Q: 3 clusters Score -9832042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9832042.000000 Penalty: 5564.895508
	Iteration 48F: 3 clusters Score -9832042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -58567.687500 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -58567.69 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 263 members 
Entering Unmasked Estep 
Score: -57035.218750 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -57035.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57216.792969 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -57216.79 nChanged 31
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: -57337.683594 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -57337.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57440.261719 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -57440.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57520.066406 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -57520.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57588.128906 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -57588.13 nChanged 16
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: -57665.945312 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -57665.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57734.847656 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -57734.85 nChanged 9
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: -57830.062500 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -57830.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57980.199219 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -57980.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58113.234375 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -58113.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58356.972656 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -58356.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58474.007812 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -58474.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58502.339844 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -58502.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58521.355469 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -58521.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58543.929688 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -58543.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58550.023438 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -58550.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58554.179688 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -58554.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58557.511719 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -58557.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58558.816406 Penalty: 3073.436279
	Iteration 19F: 3 clusters Score -58558.82 nChanged 1
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: -58564.886719 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -58564.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58573.828125 Penalty: 3073.436279
	Iteration 21Q: 3 clusters Score -58573.83 nChanged 1
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: -58580.996094 Penalty: 3073.436279
	Iteration 22Q: 3 clusters Score -58581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58588.203125 Penalty: 3073.436279
	Iteration 23Q: 3 clusters Score -58588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58611.320312 Penalty: 3073.436279
	Iteration 24Q: 3 clusters Score -58611.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58639.273438 Penalty: 3073.436279
	Iteration 25Q: 3 clusters Score -58639.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58682.445312 Penalty: 3073.436279
	Iteration 26Q: 3 clusters Score -58682.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58718.750000 Penalty: 3073.436279
	Iteration 27Q: 3 clusters Score -58718.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58756.742188 Penalty: 3073.436279
	Iteration 28Q: 3 clusters Score -58756.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58773.644531 Penalty: 3073.436279
	Iteration 29Q: 3 clusters Score -58773.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58786.164062 Penalty: 3073.436279
	Iteration 30Q: 3 clusters Score -58786.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58795.316406 Penalty: 3073.436279
	Iteration 31Q: 3 clusters Score -58795.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58801.433594 Penalty: 3073.436279
	Iteration 32Q: 3 clusters Score -58801.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58807.332031 Penalty: 3073.436279
	Iteration 33Q: 3 clusters Score -58807.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58817.808594 Penalty: 3073.436279
	Iteration 34Q: 3 clusters Score -58817.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58853.351562 Penalty: 3073.436279
	Iteration 35Q: 3 clusters Score -58853.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58865.191406 Penalty: 3073.436279
	Iteration 36Q: 3 clusters Score -58865.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58865.191406 Penalty: 3073.436279
	Iteration 37F: 3 clusters Score -58865.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33871 members 
Mstep: Class 4 contains 250 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18043 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 161264 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 167956 members 
Mstep: Class 15 contains 20948 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159985 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 74574 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126449104.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126450600.000000 to -126449104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -145047.921875 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -145047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142907.140625 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -142907.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143244.984375 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -143245 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143379.000000 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -143379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143458.843750 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -143458.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143515.218750 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -143515.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143567.500000 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -143567.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143620.296875 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -143620.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143660.234375 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -143660.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143696.078125 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -143696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -143725.265625 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -143725.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143752.796875 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -143752.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143778.390625 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -143778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -143802.421875 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -143802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -143821.171875 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -143821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143831.375000 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -143831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143845.812500 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -143845.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143866.093750 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -143866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143895.812500 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -143895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143921.156250 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -143921.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143945.187500 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -143945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143958.015625 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -143958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143976.343750 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -143976.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143994.375000 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -143994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144004.546875 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -144004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144011.984375 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -144012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144018.000000 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -144018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144020.437500 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -144020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144020.437500 Penalty: 3574.730957
	Iteration 27F: 3 clusters Score -144020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 240 members 
Entering Unmasked Estep 
Score: -50830.234375 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50830.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51298.000000 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51298 nChanged 43
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: -51573.105469 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51573.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51773.320312 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -51773.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51874.054688 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -51874.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51959.339844 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -51959.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52034.039062 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52034.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52147.488281 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52147.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52217.628906 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -52217.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52240.589844 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -52240.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52254.828125 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -52254.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52254.828125 Penalty: 3078.461670
	Iteration 11F: 3 clusters Score -52254.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33871 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18043 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 161264 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 167956 members 
Mstep: Class 15 contains 20948 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159985 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 74574 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126448744.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126450600.000000 to -126448744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 306 members 
Entering Unmasked Estep 
Score: -68471.945312 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68471.95 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68798.710938 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68798.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69021.968750 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -69021.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69105.468750 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -69105.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69149.210938 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -69149.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69182.875000 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69182.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69220.804688 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69261.632812 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69261.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69268.851562 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -69268.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69271.039062 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -69271.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69271.039062 Penalty: 3162.012207
	Iteration 10F: 3 clusters Score -69271.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33871 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 18043 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 161264 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 167956 members 
Mstep: Class 15 contains 20948 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159985 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 74574 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450672.000000 Penalty: 92212.148438
Iteration 239Q: 28 clusters Score -1.264507e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33871 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 18026 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 8 contains 161251 members 
Mstep: Class 9 contains 42967 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31175 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 22232 members 
Mstep: Class 14 contains 167975 members 
Mstep: Class 15 contains 20919 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159936 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 74554 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450488.000000 Penalty: 92212.148438
Iteration 240F: 28 clusters Score -1.264505e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33862 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 18008 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 161257 members 
Mstep: Class 9 contains 42975 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31176 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 167981 members 
Mstep: Class 15 contains 20898 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159888 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24849 members 
Mstep: Class 24 contains 74548 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450544.000000 Penalty: 92212.148438
Iteration 241Q: 28 clusters Score -1.264505e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33863 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 17996 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 8 contains 161251 members 
Mstep: Class 9 contains 42972 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31183 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 22223 members 
Mstep: Class 14 contains 167962 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159817 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24846 members 
Mstep: Class 24 contains 74542 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450528.000000 Penalty: 92212.148438
Iteration 242Q: 28 clusters Score -1.264505e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33857 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 17980 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 161254 members 
Mstep: Class 9 contains 42974 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31186 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 167942 members 
Mstep: Class 15 contains 20875 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159723 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24841 members 
Mstep: Class 24 contains 74517 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450424.000000 Penalty: 92212.148438
Iteration 243Q: 28 clusters Score -1.264504e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33849 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 17973 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 8 contains 161236 members 
Mstep: Class 9 contains 42974 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31188 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22220 members 
Mstep: Class 14 contains 167935 members 
Mstep: Class 15 contains 20859 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159633 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24834 members 
Mstep: Class 24 contains 74494 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450632.000000 Penalty: 92212.148438
Iteration 244Q: 28 clusters Score -1.264506e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 33833 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 17962 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 161209 members 
Mstep: Class 9 contains 42979 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31191 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22205 members 
Mstep: Class 14 contains 167907 members 
Mstep: Class 15 contains 20853 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159545 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24829 members 
Mstep: Class 24 contains 74470 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450832.000000 Penalty: 92212.148438
Iteration 245Q: 28 clusters Score -1.264508e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 17949 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 8 contains 161146 members 
Mstep: Class 9 contains 42986 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31194 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22205 members 
Mstep: Class 14 contains 167913 members 
Mstep: Class 15 contains 20845 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159448 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24825 members 
Mstep: Class 24 contains 74452 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450912.000000 Penalty: 92212.148438
Iteration 246Q: 28 clusters Score -1.264509e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 157193 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 33797 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17939 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 161118 members 
Mstep: Class 9 contains 42990 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22197 members 
Mstep: Class 14 contains 167920 members 
Mstep: Class 15 contains 20822 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159344 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24818 members 
Mstep: Class 24 contains 74446 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450976.000000 Penalty: 92212.148438
Iteration 247Q: 28 clusters Score -1.26451e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 157391 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 33776 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 161094 members 
Mstep: Class 9 contains 42991 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22201 members 
Mstep: Class 14 contains 167923 members 
Mstep: Class 15 contains 20804 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159234 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24809 members 
Mstep: Class 24 contains 74433 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126450960.000000 Penalty: 92212.148438
Iteration 248Q: 28 clusters Score -1.26451e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 33761 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 8 contains 161083 members 
Mstep: Class 9 contains 42991 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31195 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22202 members 
Mstep: Class 14 contains 167911 members 
Mstep: Class 15 contains 20792 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 159106 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24804 members 
Mstep: Class 24 contains 74423 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451152.000000 Penalty: 92212.148438
Iteration 249Q: 28 clusters Score -1.264512e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 157820 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 33756 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17904 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 161050 members 
Mstep: Class 9 contains 42996 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 167902 members 
Mstep: Class 15 contains 20763 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158982 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24800 members 
Mstep: Class 24 contains 74421 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451112.000000 Penalty: 92212.148438
Iteration 250Q: 28 clusters Score -1.264511e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 33745 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17887 members 
Mstep: Class 7 contains 3381 members 
Mstep: Class 8 contains 161025 members 
Mstep: Class 9 contains 42993 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31200 members 
Mstep: Class 12 contains 9482 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 167905 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158853 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24793 members 
Mstep: Class 24 contains 74408 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451248.000000 Penalty: 92212.148438
Iteration 251Q: 28 clusters Score -1.264512e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 161015 members 
Mstep: Class 9 contains 42978 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31202 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22192 members 
Mstep: Class 14 contains 167891 members 
Mstep: Class 15 contains 20702 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24785 members 
Mstep: Class 24 contains 74400 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451168.000000 Penalty: 92212.148438
Iteration 252Q: 28 clusters Score -1.264512e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 33714 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17842 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 160997 members 
Mstep: Class 9 contains 42975 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31199 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 167860 members 
Mstep: Class 15 contains 20667 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158626 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24784 members 
Mstep: Class 24 contains 74405 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451112.000000 Penalty: 92212.148438
Iteration 253Q: 28 clusters Score -1.264511e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 33708 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17821 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 160978 members 
Mstep: Class 9 contains 42964 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31201 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 167808 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158517 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24782 members 
Mstep: Class 24 contains 74410 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451328.000000 Penalty: 92212.148438
Iteration 254Q: 28 clusters Score -1.264513e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 33709 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 7 contains 3356 members 
Mstep: Class 8 contains 160964 members 
Mstep: Class 9 contains 42953 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31201 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 167772 members 
Mstep: Class 15 contains 20624 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158382 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24773 members 
Mstep: Class 24 contains 74418 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451512.000000 Penalty: 92212.148438
Iteration 255Q: 28 clusters Score -1.264515e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159261 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 33702 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17806 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 160950 members 
Mstep: Class 9 contains 42940 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31199 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 167743 members 
Mstep: Class 15 contains 20602 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158262 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24766 members 
Mstep: Class 24 contains 74408 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451552.000000 Penalty: 92212.148438
Iteration 256Q: 28 clusters Score -1.264516e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33697 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17797 members 
Mstep: Class 7 contains 3343 members 
Mstep: Class 8 contains 160935 members 
Mstep: Class 9 contains 42934 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 167712 members 
Mstep: Class 15 contains 20593 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158154 members 
Mstep: Class 20 contains 12844 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24751 members 
Mstep: Class 24 contains 74395 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451552.000000 Penalty: 92212.148438
Iteration 257Q: 28 clusters Score -1.264516e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33702 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 17782 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 160870 members 
Mstep: Class 9 contains 42930 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22207 members 
Mstep: Class 14 contains 167702 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 158039 members 
Mstep: Class 20 contains 12844 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24737 members 
Mstep: Class 24 contains 74399 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451416.000000 Penalty: 92212.148438
Iteration 258Q: 28 clusters Score -1.264514e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33705 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17772 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 160776 members 
Mstep: Class 9 contains 42928 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31200 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 22214 members 
Mstep: Class 14 contains 167669 members 
Mstep: Class 15 contains 20590 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157949 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24730 members 
Mstep: Class 24 contains 74407 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451392.000000 Penalty: 92212.148438
Iteration 259Q: 28 clusters Score -1.264514e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33698 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17762 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 160675 members 
Mstep: Class 9 contains 42930 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31203 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22214 members 
Mstep: Class 14 contains 167647 members 
Mstep: Class 15 contains 20584 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157860 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24714 members 
Mstep: Class 24 contains 74411 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451448.000000 Penalty: 92212.148438
Iteration 260F: 28 clusters Score -1.264514e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160407 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 33696 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17755 members 
Mstep: Class 7 contains 3315 members 
Mstep: Class 8 contains 160604 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31204 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 22217 members 
Mstep: Class 14 contains 167593 members 
Mstep: Class 15 contains 20571 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157749 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24719 members 
Mstep: Class 24 contains 74416 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451408.000000 Penalty: 92212.148438
Iteration 261Q: 28 clusters Score -1.264514e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 33698 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17752 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 160497 members 
Mstep: Class 9 contains 42942 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31206 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 22219 members 
Mstep: Class 14 contains 167553 members 
Mstep: Class 15 contains 20562 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157629 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24719 members 
Mstep: Class 24 contains 74421 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451376.000000 Penalty: 92212.148438
Iteration 262Q: 28 clusters Score -1.264514e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17751 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 160381 members 
Mstep: Class 9 contains 42943 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31205 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 167500 members 
Mstep: Class 15 contains 20543 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157527 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24715 members 
Mstep: Class 24 contains 74410 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451392.000000 Penalty: 92212.148438
Iteration 263Q: 28 clusters Score -1.264514e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 33682 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17742 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 160292 members 
Mstep: Class 9 contains 42945 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31211 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22233 members 
Mstep: Class 14 contains 167451 members 
Mstep: Class 15 contains 20526 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157403 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24711 members 
Mstep: Class 24 contains 74405 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451304.000000 Penalty: 92212.148438
Iteration 264Q: 28 clusters Score -1.264513e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161561 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 33666 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 160226 members 
Mstep: Class 9 contains 42945 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31219 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 167417 members 
Mstep: Class 15 contains 20500 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157293 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24701 members 
Mstep: Class 24 contains 74400 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451296.000000 Penalty: 92212.148438
Iteration 265Q: 28 clusters Score -1.264513e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161844 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 33654 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 160162 members 
Mstep: Class 9 contains 42947 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31228 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 167366 members 
Mstep: Class 15 contains 20484 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157161 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24693 members 
Mstep: Class 24 contains 74398 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451200.000000 Penalty: 92212.148438
Iteration 266Q: 28 clusters Score -1.264512e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 33647 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17722 members 
Mstep: Class 7 contains 3261 members 
Mstep: Class 8 contains 160117 members 
Mstep: Class 9 contains 42945 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31228 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 22262 members 
Mstep: Class 14 contains 167319 members 
Mstep: Class 15 contains 20468 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157026 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24686 members 
Mstep: Class 24 contains 74407 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451352.000000 Penalty: 92212.148438
Iteration 267Q: 28 clusters Score -1.264514e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162367 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 33637 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17720 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 160072 members 
Mstep: Class 9 contains 42952 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31234 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 167265 members 
Mstep: Class 15 contains 20454 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156871 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24677 members 
Mstep: Class 24 contains 74401 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451496.000000 Penalty: 92212.148438
Iteration 268Q: 28 clusters Score -1.264515e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 3254 members 
Mstep: Class 8 contains 160025 members 
Mstep: Class 9 contains 42950 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31242 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 167220 members 
Mstep: Class 15 contains 20427 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156717 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24673 members 
Mstep: Class 24 contains 74396 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451528.000000 Penalty: 92212.148438
Iteration 269Q: 28 clusters Score -1.264515e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 33628 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 159950 members 
Mstep: Class 9 contains 42956 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31247 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 22265 members 
Mstep: Class 14 contains 167154 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156596 members 
Mstep: Class 20 contains 12839 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24660 members 
Mstep: Class 24 contains 74387 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451408.000000 Penalty: 92212.148438
Iteration 270Q: 28 clusters Score -1.264514e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163265 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 33621 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 159868 members 
Mstep: Class 9 contains 42953 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31255 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22263 members 
Mstep: Class 14 contains 167110 members 
Mstep: Class 15 contains 20371 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156475 members 
Mstep: Class 20 contains 12839 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24643 members 
Mstep: Class 24 contains 74389 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451432.000000 Penalty: 92212.148438
Iteration 271Q: 28 clusters Score -1.264514e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 33615 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 159807 members 
Mstep: Class 9 contains 42948 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31259 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 167051 members 
Mstep: Class 15 contains 20344 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156332 members 
Mstep: Class 20 contains 12839 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24634 members 
Mstep: Class 24 contains 74381 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1353 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451568.000000 Penalty: 92212.148438
Iteration 272Q: 28 clusters Score -1.264516e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 33614 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17712 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 159719 members 
Mstep: Class 9 contains 42940 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31264 members 
Mstep: Class 12 contains 9467 members 
Mstep: Class 13 contains 22256 members 
Mstep: Class 14 contains 167014 members 
Mstep: Class 15 contains 20323 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156211 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24627 members 
Mstep: Class 24 contains 74382 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451688.000000 Penalty: 92212.148438
Iteration 273Q: 28 clusters Score -1.264517e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 33603 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 159640 members 
Mstep: Class 9 contains 42935 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31262 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 22260 members 
Mstep: Class 14 contains 166961 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156096 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24623 members 
Mstep: Class 24 contains 74380 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451648.000000 Penalty: 92212.148438
Iteration 274Q: 28 clusters Score -1.264516e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 33591 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 159548 members 
Mstep: Class 9 contains 42924 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31264 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22260 members 
Mstep: Class 14 contains 166904 members 
Mstep: Class 15 contains 20262 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155994 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24634 members 
Mstep: Class 24 contains 74379 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 275Q: 28 clusters Score -1.264517e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33568 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 159463 members 
Mstep: Class 9 contains 42910 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31267 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 22257 members 
Mstep: Class 14 contains 166863 members 
Mstep: Class 15 contains 20231 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155881 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24643 members 
Mstep: Class 24 contains 74372 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451600.000000 Penalty: 92212.148438
Iteration 276Q: 28 clusters Score -1.264516e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33554 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 159382 members 
Mstep: Class 9 contains 42896 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31269 members 
Mstep: Class 12 contains 9465 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 166786 members 
Mstep: Class 15 contains 20215 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155800 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24648 members 
Mstep: Class 24 contains 74364 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 277Q: 28 clusters Score -1.264517e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33543 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 159285 members 
Mstep: Class 9 contains 42877 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31269 members 
Mstep: Class 12 contains 9467 members 
Mstep: Class 13 contains 22252 members 
Mstep: Class 14 contains 166717 members 
Mstep: Class 15 contains 20190 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155692 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24658 members 
Mstep: Class 24 contains 74361 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451736.000000 Penalty: 92212.148438
Iteration 278Q: 28 clusters Score -1.264517e+08 nChanged 951
Entering ConstructFrom: 
Score: -126451736.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (165796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Entering Unmasked Estep 
Score: -22405218.000000 Penalty: 2980.591309
	Iteration 0F: 2 clusters Score -2.240522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -22296016.000000 Penalty: 5961.182617
	Iteration 0F: 3 clusters Score -2.229602e+07 nChanged 79236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -22342898.000000 Penalty: 5961.182617
	Iteration 1F: 3 clusters Score -2.23429e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -22344396.000000 Penalty: 5961.182617
	Iteration 2Q: 3 clusters Score -2.23444e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -22346482.000000 Penalty: 5961.182617
	Iteration 3Q: 3 clusters Score -2.234648e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -22350186.000000 Penalty: 5961.182617
	Iteration 4Q: 3 clusters Score -2.235019e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -22356170.000000 Penalty: 5961.182617
	Iteration 5F: 3 clusters Score -2.235617e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -22365042.000000 Penalty: 5961.182617
	Iteration 6F: 3 clusters Score -2.236504e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -22375592.000000 Penalty: 5961.182617
	Iteration 7F: 3 clusters Score -2.237559e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -22386512.000000 Penalty: 5961.182617
	Iteration 8F: 3 clusters Score -2.238651e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -22394370.000000 Penalty: 5961.182617
	Iteration 9F: 3 clusters Score -2.239437e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126232 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -22397960.000000 Penalty: 5961.182617
	Iteration 10Q: 3 clusters Score -2.239796e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129554 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -22399678.000000 Penalty: 5961.182617
	Iteration 11Q: 3 clusters Score -2.239968e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -22400670.000000 Penalty: 5961.182617
	Iteration 12Q: 3 clusters Score -2.240067e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135251 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -22401446.000000 Penalty: 5961.182617
	Iteration 13Q: 3 clusters Score -2.240145e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137662 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -22402078.000000 Penalty: 5961.182617
	Iteration 14Q: 3 clusters Score -2.240208e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139814 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -22402476.000000 Penalty: 5961.182617
	Iteration 15Q: 3 clusters Score -2.240248e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -22402784.000000 Penalty: 5961.182617
	Iteration 16Q: 3 clusters Score -2.240278e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -22403012.000000 Penalty: 5961.182617
	Iteration 17Q: 3 clusters Score -2.240301e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -22403118.000000 Penalty: 5961.182617
	Iteration 18Q: 3 clusters Score -2.240312e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146430 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -22403332.000000 Penalty: 5961.182617
	Iteration 19Q: 3 clusters Score -2.240333e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -22403448.000000 Penalty: 5961.182617
	Iteration 20F: 3 clusters Score -2.240345e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -22403586.000000 Penalty: 5961.182617
	Iteration 21Q: 3 clusters Score -2.240359e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -22403632.000000 Penalty: 5961.182617
	Iteration 22Q: 3 clusters Score -2.240363e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -22403720.000000 Penalty: 5961.182617
	Iteration 23Q: 3 clusters Score -2.240372e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -22403756.000000 Penalty: 5961.182617
	Iteration 24Q: 3 clusters Score -2.240376e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -22403812.000000 Penalty: 5961.182617
	Iteration 25Q: 3 clusters Score -2.240381e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153304 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -22403868.000000 Penalty: 5961.182617
	Iteration 26Q: 3 clusters Score -2.240387e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -22403950.000000 Penalty: 5961.182617
	Iteration 27Q: 3 clusters Score -2.240395e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -22403902.000000 Penalty: 5961.182617
	Iteration 28Q: 3 clusters Score -2.24039e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -22403940.000000 Penalty: 5961.182617
	Iteration 29Q: 3 clusters Score -2.240394e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -22403952.000000 Penalty: 5961.182617
	Iteration 30Q: 3 clusters Score -2.240395e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156006 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -22403942.000000 Penalty: 5961.182617
	Iteration 31Q: 3 clusters Score -2.240394e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -22403926.000000 Penalty: 5961.182617
	Iteration 32Q: 3 clusters Score -2.240393e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -22403882.000000 Penalty: 5961.182617
	Iteration 33Q: 3 clusters Score -2.240388e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157057 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -22403854.000000 Penalty: 5961.182617
	Iteration 34Q: 3 clusters Score -2.240385e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -22403826.000000 Penalty: 5961.182617
	Iteration 35Q: 3 clusters Score -2.240383e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -22403802.000000 Penalty: 5961.182617
	Iteration 36Q: 3 clusters Score -2.24038e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -22403802.000000 Penalty: 5961.182617
	Iteration 37Q: 3 clusters Score -2.24038e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158146 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -22403830.000000 Penalty: 5961.182617
	Iteration 38Q: 3 clusters Score -2.240383e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -22403780.000000 Penalty: 5961.182617
	Iteration 39Q: 3 clusters Score -2.240378e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -22403784.000000 Penalty: 5961.182617
	Iteration 40F: 3 clusters Score -2.240378e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -22403802.000000 Penalty: 5961.182617
	Iteration 41Q: 3 clusters Score -2.24038e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -22403778.000000 Penalty: 5961.182617
	Iteration 42Q: 3 clusters Score -2.240378e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159325 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -22403842.000000 Penalty: 5961.182617
	Iteration 43Q: 3 clusters Score -2.240384e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -22403844.000000 Penalty: 5961.182617
	Iteration 44Q: 3 clusters Score -2.240384e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -22403796.000000 Penalty: 5961.182617
	Iteration 45Q: 3 clusters Score -2.24038e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -22403836.000000 Penalty: 5961.182617
	Iteration 46Q: 3 clusters Score -2.240384e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -22403856.000000 Penalty: 5961.182617
	Iteration 47Q: 3 clusters Score -2.240386e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -22403878.000000 Penalty: 5961.182617
	Iteration 48Q: 3 clusters Score -2.240388e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22403860.000000 Penalty: 5961.182617
	Iteration 49Q: 3 clusters Score -2.240386e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -22403836.000000 Penalty: 5961.182617
	Iteration 50Q: 3 clusters Score -2.240384e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -22403822.000000 Penalty: 5961.182617
	Iteration 51Q: 3 clusters Score -2.240382e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -22403814.000000 Penalty: 5961.182617
	Iteration 52Q: 3 clusters Score -2.240381e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160868 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -22403782.000000 Penalty: 5961.182617
	Iteration 53Q: 3 clusters Score -2.240378e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -22403818.000000 Penalty: 5961.182617
	Iteration 54Q: 3 clusters Score -2.240382e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160992 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -22403790.000000 Penalty: 5961.182617
	Iteration 55Q: 3 clusters Score -2.240379e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161064 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -22403764.000000 Penalty: 5961.182617
	Iteration 56Q: 3 clusters Score -2.240376e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -22403742.000000 Penalty: 5961.182617
	Iteration 57Q: 3 clusters Score -2.240374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161177 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -22403746.000000 Penalty: 5961.182617
	Iteration 58Q: 3 clusters Score -2.240375e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -22403746.000000 Penalty: 5961.182617
	Iteration 59Q: 3 clusters Score -2.240375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161274 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -22403772.000000 Penalty: 5961.182617
	Iteration 60F: 3 clusters Score -2.240377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -22403738.000000 Penalty: 5961.182617
	Iteration 61Q: 3 clusters Score -2.240374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -22403746.000000 Penalty: 5961.182617
	Iteration 62Q: 3 clusters Score -2.240375e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -22403754.000000 Penalty: 5961.182617
	Iteration 63Q: 3 clusters Score -2.240375e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22403752.000000 Penalty: 5961.182617
	Iteration 64Q: 3 clusters Score -2.240375e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161595 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -22403764.000000 Penalty: 5961.182617
	Iteration 65Q: 3 clusters Score -2.240376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -22403758.000000 Penalty: 5961.182617
	Iteration 66Q: 3 clusters Score -2.240376e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -22403692.000000 Penalty: 5961.182617
	Iteration 67Q: 3 clusters Score -2.240369e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -22403690.000000 Penalty: 5961.182617
	Iteration 68Q: 3 clusters Score -2.240369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -22403710.000000 Penalty: 5961.182617
	Iteration 69Q: 3 clusters Score -2.240371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -22403718.000000 Penalty: 5961.182617
	Iteration 70Q: 3 clusters Score -2.240372e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161883 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -22403756.000000 Penalty: 5961.182617
	Iteration 71Q: 3 clusters Score -2.240376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -22403764.000000 Penalty: 5961.182617
	Iteration 72Q: 3 clusters Score -2.240376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22403782.000000 Penalty: 5961.182617
	Iteration 73Q: 3 clusters Score -2.240378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -22403746.000000 Penalty: 5961.182617
	Iteration 74Q: 3 clusters Score -2.240375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -22403758.000000 Penalty: 5961.182617
	Iteration 75Q: 3 clusters Score -2.240376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162045 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22403720.000000 Penalty: 5961.182617
	Iteration 76Q: 3 clusters Score -2.240372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -22403732.000000 Penalty: 5961.182617
	Iteration 77Q: 3 clusters Score -2.240373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -22403746.000000 Penalty: 5961.182617
	Iteration 78Q: 3 clusters Score -2.240375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -22403732.000000 Penalty: 5961.182617
	Iteration 79Q: 3 clusters Score -2.240373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162126 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -22403736.000000 Penalty: 5961.182617
	Iteration 80F: 3 clusters Score -2.240374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162133 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -22403746.000000 Penalty: 5961.182617
	Iteration 81Q: 3 clusters Score -2.240375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162136 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -22403732.000000 Penalty: 5961.182617
	Iteration 82Q: 3 clusters Score -2.240373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162142 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -22403726.000000 Penalty: 5961.182617
	Iteration 83Q: 3 clusters Score -2.240373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -22403732.000000 Penalty: 5961.182617
	Iteration 84Q: 3 clusters Score -2.240373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -22403752.000000 Penalty: 5961.182617
	Iteration 85Q: 3 clusters Score -2.240375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -22403750.000000 Penalty: 5961.182617
	Iteration 86Q: 3 clusters Score -2.240375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162153 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -22403742.000000 Penalty: 5961.182617
	Iteration 87Q: 3 clusters Score -2.240374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162153 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -22403742.000000 Penalty: 5961.182617
	Iteration 88F: 3 clusters Score -2.240374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -346038.718750 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -346038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -343047.000000 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -343047 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -343627.406250 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -343627.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -343803.468750 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -343803.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -343888.625000 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -343888.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -343934.000000 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -343934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -343966.437500 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -343966.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -343985.218750 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -343985.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -344003.781250 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -344003.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344014.968750 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -344015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344021.312500 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -344021.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344023.218750 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -344023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344025.093750 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -344025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -344026.968750 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -344027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344031.156250 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -344031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -344036.000000 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -344036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -344039.281250 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -344039.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -344041.093750 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -344041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -344043.718750 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -344043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -344045.718750 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -344045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -344047.656250 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -344047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -344049.781250 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -344049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -344053.187500 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -344053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -344060.750000 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -344060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -344065.406250 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -344065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -344066.625000 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -344066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -344067.218750 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -344067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -344067.625000 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -344067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -344067.625000 Penalty: 3895.195312
	Iteration 27F: 3 clusters Score -344067.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Entering Unmasked Estep 
Score: -4592842.000000 Penalty: 2584.260254
	Iteration 0F: 2 clusters Score -4592842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4569840.000000 Penalty: 5168.520508
	Iteration 0F: 3 clusters Score -4569840 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4578117.500000 Penalty: 5168.520508
	Iteration 1F: 3 clusters Score -4578118 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4578664.000000 Penalty: 5168.520508
	Iteration 2Q: 3 clusters Score -4578664 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4579253.000000 Penalty: 5168.520508
	Iteration 3Q: 3 clusters Score -4579253 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4579868.000000 Penalty: 5168.520508
	Iteration 4Q: 3 clusters Score -4579868 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -4580675.000000 Penalty: 5168.520508
	Iteration 5Q: 3 clusters Score -4580675 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4581729.000000 Penalty: 5168.520508
	Iteration 6F: 3 clusters Score -4581729 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4583199.500000 Penalty: 5168.520508
	Iteration 7F: 3 clusters Score -4583200 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4585055.500000 Penalty: 5168.520508
	Iteration 8F: 3 clusters Score -4585056 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4586712.500000 Penalty: 5168.520508
	Iteration 9F: 3 clusters Score -4586712 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -4587673.000000 Penalty: 5168.520508
	Iteration 10Q: 3 clusters Score -4587673 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4588076.500000 Penalty: 5168.520508
	Iteration 11Q: 3 clusters Score -4588076 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -4588319.500000 Penalty: 5168.520508
	Iteration 12Q: 3 clusters Score -4588320 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4588439.500000 Penalty: 5168.520508
	Iteration 13Q: 3 clusters Score -4588440 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4588561 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4588639.500000 Penalty: 5168.520508
	Iteration 15Q: 3 clusters Score -4588640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4588723.500000 Penalty: 5168.520508
	Iteration 16Q: 3 clusters Score -4588724 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4588779 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4588845.500000 Penalty: 5168.520508
	Iteration 18Q: 3 clusters Score -4588846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4588899 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4588945.500000 Penalty: 5168.520508
	Iteration 20F: 3 clusters Score -4588946 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4588968 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4589034 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4589070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4589118 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4589149.500000 Penalty: 5168.520508
	Iteration 25Q: 3 clusters Score -4589150 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4589185.000000 Penalty: 5168.520508
	Iteration 26Q: 3 clusters Score -4589185 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4589195.500000 Penalty: 5168.520508
	Iteration 27Q: 3 clusters Score -4589196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -4589243.500000 Penalty: 5168.520508
	Iteration 28Q: 3 clusters Score -4589244 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4589282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4589310.000000 Penalty: 5168.520508
	Iteration 30Q: 3 clusters Score -4589310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4589351.500000 Penalty: 5168.520508
	Iteration 31Q: 3 clusters Score -4589352 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4589407.500000 Penalty: 5168.520508
	Iteration 32Q: 3 clusters Score -4589408 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4589430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4589454 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4589459 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4589495 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4589522 nChanged 164
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4589571 nChanged 141
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4589617 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4589633 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4589684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4589718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4589764 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4589807 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4589815 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4589847 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4589887 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4589918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4589943 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4589972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4589988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4590010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4590025.500000 Penalty: 5168.520508
	Iteration 53Q: 3 clusters Score -4590026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4590058 nChanged 107
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Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4590093.500000 Penalty: 5168.520508
	Iteration 55Q: 3 clusters Score -4590094 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4590122.000000 Penalty: 5168.520508
	Iteration 56Q: 3 clusters Score -4590122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4590144 nChanged 94
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Mstep: Class 1 contains 3088 members 
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Entering Unmasked Estep 
Score: -4590160.500000 Penalty: 5168.520508
	Iteration 58Q: 3 clusters Score -4590160 nChanged 101
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4590194 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4590216.500000 Penalty: 5168.520508
	Iteration 60F: 3 clusters Score -4590216 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4590229.000000 Penalty: 5168.520508
	Iteration 61Q: 3 clusters Score -4590229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4590235.500000 Penalty: 5168.520508
	Iteration 62Q: 3 clusters Score -4590236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4590264 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4590282 nChanged 51
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Mstep: Class 1 contains 2600 members 
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Entering Unmasked Estep 
Score: -4590289.000000 Penalty: 5168.520508
	Iteration 65Q: 3 clusters Score -4590289 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4590303.000000 Penalty: 5168.520508
	Iteration 66Q: 3 clusters Score -4590303 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2503 members 
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Entering Unmasked Estep 
Score: -4590325.500000 Penalty: 5168.520508
	Iteration 67Q: 3 clusters Score -4590326 nChanged 41
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Mstep: Class 1 contains 2464 members 
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Entering Unmasked Estep 
Score: -4590333.000000 Penalty: 5168.520508
	Iteration 68Q: 3 clusters Score -4590333 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4590344 nChanged 55
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Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4590353.500000 Penalty: 5168.520508
	Iteration 70Q: 3 clusters Score -4590354 nChanged 37
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Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4590349.500000 Penalty: 5168.520508
	Iteration 71Q: 3 clusters Score -4590350 nChanged 38
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4590372.000000 Penalty: 5168.520508
	Iteration 72Q: 3 clusters Score -4590372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4590377.500000 Penalty: 5168.520508
	Iteration 73Q: 3 clusters Score -4590378 nChanged 24
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Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4590377 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4590387.500000 Penalty: 5168.520508
	Iteration 75Q: 3 clusters Score -4590388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4590394.000000 Penalty: 5168.520508
	Iteration 76Q: 3 clusters Score -4590394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4590397.000000 Penalty: 5168.520508
	Iteration 77Q: 3 clusters Score -4590397 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4590403.500000 Penalty: 5168.520508
	Iteration 78Q: 3 clusters Score -4590404 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4590413.500000 Penalty: 5168.520508
	Iteration 79Q: 3 clusters Score -4590414 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4590416.500000 Penalty: 5168.520508
	Iteration 80F: 3 clusters Score -4590416 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4590422.000000 Penalty: 5168.520508
	Iteration 81Q: 3 clusters Score -4590422 nChanged 10
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Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4590420.000000 Penalty: 5168.520508
	Iteration 82Q: 3 clusters Score -4590420 nChanged 15
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Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4590427.000000 Penalty: 5168.520508
	Iteration 83Q: 3 clusters Score -4590427 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4590433.000000 Penalty: 5168.520508
	Iteration 84Q: 3 clusters Score -4590433 nChanged 10
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Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4590433 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4590428.500000 Penalty: 5168.520508
	Iteration 86Q: 3 clusters Score -4590428 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4590439.500000 Penalty: 5168.520508
	Iteration 87Q: 3 clusters Score -4590440 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4590435.000000 Penalty: 5168.520508
	Iteration 88Q: 3 clusters Score -4590435 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4590437.000000 Penalty: 5168.520508
	Iteration 89Q: 3 clusters Score -4590437 nChanged 5
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4590438.500000 Penalty: 5168.520508
	Iteration 90Q: 3 clusters Score -4590438 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4590436 nChanged 10
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Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4590438 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4590433.500000 Penalty: 5168.520508
	Iteration 93Q: 3 clusters Score -4590434 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4590431.000000 Penalty: 5168.520508
	Iteration 94Q: 3 clusters Score -4590431 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4590443.500000 Penalty: 5168.520508
	Iteration 95Q: 3 clusters Score -4590444 nChanged 14
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Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4590443 nChanged 15
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Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4590445.500000 Penalty: 5168.520508
	Iteration 97Q: 3 clusters Score -4590446 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4590452.000000 Penalty: 5168.520508
	Iteration 98Q: 3 clusters Score -4590452 nChanged 8
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Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4590452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4590452.500000 Penalty: 5168.520508
	Iteration 100F: 3 clusters Score -4590452 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4590453.500000 Penalty: 5168.520508
	Iteration 101Q: 3 clusters Score -4590454 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4590463.000000 Penalty: 5168.520508
	Iteration 102Q: 3 clusters Score -4590463 nChanged 13
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4590470 nChanged 13
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Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4590467.500000 Penalty: 5168.520508
	Iteration 104Q: 3 clusters Score -4590468 nChanged 10
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Mstep: Class 1 contains 1818 members 
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Entering Unmasked Estep 
Score: -4590465.500000 Penalty: 5168.520508
	Iteration 105Q: 3 clusters Score -4590466 nChanged 13
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Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4590471.500000 Penalty: 5168.520508
	Iteration 106Q: 3 clusters Score -4590472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4590480.000000 Penalty: 5168.520508
	Iteration 107Q: 3 clusters Score -4590480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4590482.000000 Penalty: 5168.520508
	Iteration 108Q: 3 clusters Score -4590482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -4590477.000000 Penalty: 5168.520508
	Iteration 109Q: 3 clusters Score -4590477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4590479.000000 Penalty: 5168.520508
	Iteration 110Q: 3 clusters Score -4590479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4590481.000000 Penalty: 5168.520508
	Iteration 111Q: 3 clusters Score -4590481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4590484.000000 Penalty: 5168.520508
	Iteration 112Q: 3 clusters Score -4590484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4590488.500000 Penalty: 5168.520508
	Iteration 113Q: 3 clusters Score -4590488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4590490.000000 Penalty: 5168.520508
	Iteration 114Q: 3 clusters Score -4590490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4590490.000000 Penalty: 5168.520508
	Iteration 115F: 3 clusters Score -4590490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -937979.937500 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -937979.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -931997.250000 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -931997.2 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -933635.687500 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -933635.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -934227.937500 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -934227.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -934857.562500 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -934857.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -935412.625000 Penalty: 4411.007812
	Iteration 4F: 3 clusters Score -935412.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -935855.437500 Penalty: 4411.007812
	Iteration 5F: 3 clusters Score -935855.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -936126.187500 Penalty: 4411.007812
	Iteration 6F: 3 clusters Score -936126.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -936295.812500 Penalty: 4411.007812
	Iteration 7Q: 3 clusters Score -936295.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -936403.250000 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -936403.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -936467.437500 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -936467.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -936517.375000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -936517.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -936567.937500 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -936567.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -936603.875000 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -936603.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -936624.812500 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -936624.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -936652.687500 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -936652.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -936677.750000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -936677.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -936705.000000 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -936705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -936729.812500 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -936729.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -936748.500000 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -936748.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -936769.187500 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -936769.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -936784.250000 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -936784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -936791.000000 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -936791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -936796.812500 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -936796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -936800.125000 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -936800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -936804.437500 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -936804.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -936810.000000 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -936810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -936814.875000 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -936814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -936822.250000 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -936822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -936829.250000 Penalty: 4411.007812
	Iteration 28Q: 3 clusters Score -936829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -936835.437500 Penalty: 4411.007812
	Iteration 29Q: 3 clusters Score -936835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -936836.875000 Penalty: 4411.007812
	Iteration 30Q: 3 clusters Score -936836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -936841.500000 Penalty: 4411.007812
	Iteration 31Q: 3 clusters Score -936841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -936844.375000 Penalty: 4411.007812
	Iteration 32Q: 3 clusters Score -936844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -936848.437500 Penalty: 4411.007812
	Iteration 33Q: 3 clusters Score -936848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -936850.500000 Penalty: 4411.007812
	Iteration 34Q: 3 clusters Score -936850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -936854.500000 Penalty: 4411.007812
	Iteration 35Q: 3 clusters Score -936854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -936858.562500 Penalty: 4411.007812
	Iteration 36Q: 3 clusters Score -936858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -936860.000000 Penalty: 4411.007812
	Iteration 37Q: 3 clusters Score -936860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -936861.312500 Penalty: 4411.007812
	Iteration 38Q: 3 clusters Score -936861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -936863.937500 Penalty: 4411.007812
	Iteration 39Q: 3 clusters Score -936863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -936865.750000 Penalty: 4411.007812
	Iteration 40F: 3 clusters Score -936865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -936865.937500 Penalty: 4411.007812
	Iteration 41Q: 3 clusters Score -936865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -936867.937500 Penalty: 4411.007812
	Iteration 42Q: 3 clusters Score -936867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -936866.937500 Penalty: 4411.007812
	Iteration 43Q: 3 clusters Score -936866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -936866.937500 Penalty: 4411.007812
	Iteration 44F: 3 clusters Score -936866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Entering Unmasked Estep 
Score: -2284870.250000 Penalty: 2425.472900
	Iteration 0F: 2 clusters Score -2284870 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 8822 members 
Entering Unmasked Estep 
Score: -2272209.750000 Penalty: 4850.945801
	Iteration 0F: 3 clusters Score -2272210 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2276625.000000 Penalty: 4850.945801
	Iteration 1F: 3 clusters Score -2276625 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2277338.750000 Penalty: 4850.945801
	Iteration 2F: 3 clusters Score -2277339 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2278040.750000 Penalty: 4850.945801
	Iteration 3F: 3 clusters Score -2278041 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2278710.500000 Penalty: 4850.945801
	Iteration 4F: 3 clusters Score -2278710 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2279289.000000 Penalty: 4850.945801
	Iteration 5F: 3 clusters Score -2279289 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2279773.000000 Penalty: 4850.945801
	Iteration 6F: 3 clusters Score -2279773 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2280278.250000 Penalty: 4850.945801
	Iteration 7Q: 3 clusters Score -2280278 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2280821.000000 Penalty: 4850.945801
	Iteration 8Q: 3 clusters Score -2280821 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2281375.000000 Penalty: 4850.945801
	Iteration 9Q: 3 clusters Score -2281375 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2281967.750000 Penalty: 4850.945801
	Iteration 10Q: 3 clusters Score -2281968 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2282441.500000 Penalty: 4850.945801
	Iteration 11Q: 3 clusters Score -2282442 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2282766.000000 Penalty: 4850.945801
	Iteration 12Q: 3 clusters Score -2282766 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2282992.250000 Penalty: 4850.945801
	Iteration 13Q: 3 clusters Score -2282992 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2283141.750000 Penalty: 4850.945801
	Iteration 14Q: 3 clusters Score -2283142 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2283267.000000 Penalty: 4850.945801
	Iteration 15Q: 3 clusters Score -2283267 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2283369.750000 Penalty: 4850.945801
	Iteration 16Q: 3 clusters Score -2283370 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2283457.500000 Penalty: 4850.945801
	Iteration 17Q: 3 clusters Score -2283458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2283526.000000 Penalty: 4850.945801
	Iteration 18Q: 3 clusters Score -2283526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2283564.000000 Penalty: 4850.945801
	Iteration 19Q: 3 clusters Score -2283564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2283597.500000 Penalty: 4850.945801
	Iteration 20F: 3 clusters Score -2283598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2283615.250000 Penalty: 4850.945801
	Iteration 21Q: 3 clusters Score -2283615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2283629.500000 Penalty: 4850.945801
	Iteration 22Q: 3 clusters Score -2283630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2283643.000000 Penalty: 4850.945801
	Iteration 23Q: 3 clusters Score -2283643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2283654.500000 Penalty: 4850.945801
	Iteration 24Q: 3 clusters Score -2283654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2283662.750000 Penalty: 4850.945801
	Iteration 25Q: 3 clusters Score -2283663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2283667.250000 Penalty: 4850.945801
	Iteration 26Q: 3 clusters Score -2283667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2283674.500000 Penalty: 4850.945801
	Iteration 27Q: 3 clusters Score -2283674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2283683.250000 Penalty: 4850.945801
	Iteration 28Q: 3 clusters Score -2283683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2283690.500000 Penalty: 4850.945801
	Iteration 29Q: 3 clusters Score -2283690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2283692.750000 Penalty: 4850.945801
	Iteration 30Q: 3 clusters Score -2283693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2283700.250000 Penalty: 4850.945801
	Iteration 31Q: 3 clusters Score -2283700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2283698.750000 Penalty: 4850.945801
	Iteration 32Q: 3 clusters Score -2283699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2283698.750000 Penalty: 4850.945801
	Iteration 33F: 3 clusters Score -2283699 nChanged 0
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: -430810.875000 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -430810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -427425.562500 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -427425.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -428102.281250 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -428102.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -428245.250000 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -428245.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -428348.687500 Penalty: 3996.773438
	Iteration 3Q: 3 clusters Score -428348.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -428417.875000 Penalty: 3996.773438
	Iteration 4Q: 3 clusters Score -428417.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -428469.312500 Penalty: 3996.773438
	Iteration 5Q: 3 clusters Score -428469.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -428503.062500 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -428503.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -428526.500000 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -428526.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -428540.031250 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -428540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -428551.718750 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -428551.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -428562.593750 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -428562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428567.468750 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -428567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -428574.343750 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -428574.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -428579.781250 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -428579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -428584.062500 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -428584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -428586.093750 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -428586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -428587.937500 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -428587.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -428590.468750 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -428590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -428592.625000 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -428592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428595.781250 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -428595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -428597.031250 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -428597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -428599.187500 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -428599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -428599.468750 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -428599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -428599.593750 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -428599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -428599.593750 Penalty: 3996.773438
	Iteration 24F: 3 clusters Score -428599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Entering Unmasked Estep 
Score: -21579182.000000 Penalty: 2970.509277
	Iteration 0F: 2 clusters Score -2.157918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -21473522.000000 Penalty: 5941.018555
	Iteration 0F: 3 clusters Score -2.147352e+07 nChanged 76487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -21518884.000000 Penalty: 5941.018555
	Iteration 1F: 3 clusters Score -2.151888e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -21521176.000000 Penalty: 5941.018555
	Iteration 2Q: 3 clusters Score -2.152118e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -21525156.000000 Penalty: 5941.018555
	Iteration 3F: 3 clusters Score -2.152516e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -21531844.000000 Penalty: 5941.018555
	Iteration 4F: 3 clusters Score -2.153184e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -21541250.000000 Penalty: 5941.018555
	Iteration 5F: 3 clusters Score -2.154125e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -21551754.000000 Penalty: 5941.018555
	Iteration 6F: 3 clusters Score -2.155175e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -21560056.000000 Penalty: 5941.018555
	Iteration 7F: 3 clusters Score -2.156006e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 128342 members 
Entering Unmasked Estep 
Score: -21565130.000000 Penalty: 5941.018555
	Iteration 8Q: 3 clusters Score -2.156513e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -21567604.000000 Penalty: 5941.018555
	Iteration 9Q: 3 clusters Score -2.15676e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 134621 members 
Entering Unmasked Estep 
Score: -21568988.000000 Penalty: 5941.018555
	Iteration 10Q: 3 clusters Score -2.156899e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 137134 members 
Entering Unmasked Estep 
Score: -21569998.000000 Penalty: 5941.018555
	Iteration 11Q: 3 clusters Score -2.157e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -21570790.000000 Penalty: 5941.018555
	Iteration 12Q: 3 clusters Score -2.157079e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -21571594.000000 Penalty: 5941.018555
	Iteration 13Q: 3 clusters Score -2.157159e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 143362 members 
Entering Unmasked Estep 
Score: -21572324.000000 Penalty: 5941.018555
	Iteration 14Q: 3 clusters Score -2.157232e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 145166 members 
Entering Unmasked Estep 
Score: -21572930.000000 Penalty: 5941.018555
	Iteration 15Q: 3 clusters Score -2.157293e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 146730 members 
Entering Unmasked Estep 
Score: -21573420.000000 Penalty: 5941.018555
	Iteration 16Q: 3 clusters Score -2.157342e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -21573914.000000 Penalty: 5941.018555
	Iteration 17Q: 3 clusters Score -2.157391e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -21574488.000000 Penalty: 5941.018555
	Iteration 18Q: 3 clusters Score -2.157449e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 150759 members 
Entering Unmasked Estep 
Score: -21574918.000000 Penalty: 5941.018555
	Iteration 19Q: 3 clusters Score -2.157492e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 151820 members 
Entering Unmasked Estep 
Score: -21575272.000000 Penalty: 5941.018555
	Iteration 20F: 3 clusters Score -2.157527e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -21575744.000000 Penalty: 5941.018555
	Iteration 21Q: 3 clusters Score -2.157574e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -21576042.000000 Penalty: 5941.018555
	Iteration 22Q: 3 clusters Score -2.157604e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -21576204.000000 Penalty: 5941.018555
	Iteration 23Q: 3 clusters Score -2.15762e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -21576496.000000 Penalty: 5941.018555
	Iteration 24Q: 3 clusters Score -2.15765e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -21576582.000000 Penalty: 5941.018555
	Iteration 25Q: 3 clusters Score -2.157658e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -21576644.000000 Penalty: 5941.018555
	Iteration 26Q: 3 clusters Score -2.157664e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -21576746.000000 Penalty: 5941.018555
	Iteration 27Q: 3 clusters Score -2.157675e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -21576826.000000 Penalty: 5941.018555
	Iteration 28Q: 3 clusters Score -2.157683e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -21576848.000000 Penalty: 5941.018555
	Iteration 29Q: 3 clusters Score -2.157685e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -21576894.000000 Penalty: 5941.018555
	Iteration 30Q: 3 clusters Score -2.157689e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -21576932.000000 Penalty: 5941.018555
	Iteration 31Q: 3 clusters Score -2.157693e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -21576894.000000 Penalty: 5941.018555
	Iteration 32Q: 3 clusters Score -2.157689e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -21576908.000000 Penalty: 5941.018555
	Iteration 33Q: 3 clusters Score -2.157691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 157301 members 
Entering Unmasked Estep 
Score: -21576906.000000 Penalty: 5941.018555
	Iteration 34Q: 3 clusters Score -2.157691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 157391 members 
Entering Unmasked Estep 
Score: -21576940.000000 Penalty: 5941.018555
	Iteration 35Q: 3 clusters Score -2.157694e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 157460 members 
Entering Unmasked Estep 
Score: -21576934.000000 Penalty: 5941.018555
	Iteration 36Q: 3 clusters Score -2.157693e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -21576956.000000 Penalty: 5941.018555
	Iteration 37Q: 3 clusters Score -2.157696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -21576958.000000 Penalty: 5941.018555
	Iteration 38Q: 3 clusters Score -2.157696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -21576970.000000 Penalty: 5941.018555
	Iteration 39Q: 3 clusters Score -2.157697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -21576950.000000 Penalty: 5941.018555
	Iteration 40F: 3 clusters Score -2.157695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 157615 members 
Entering Unmasked Estep 
Score: -21576988.000000 Penalty: 5941.018555
	Iteration 41Q: 3 clusters Score -2.157699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -21576992.000000 Penalty: 5941.018555
	Iteration 42Q: 3 clusters Score -2.157699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 157646 members 
Entering Unmasked Estep 
Score: -21576988.000000 Penalty: 5941.018555
	Iteration 43Q: 3 clusters Score -2.157699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 157661 members 
Entering Unmasked Estep 
Score: -21576966.000000 Penalty: 5941.018555
	Iteration 44Q: 3 clusters Score -2.157697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -21576974.000000 Penalty: 5941.018555
	Iteration 45Q: 3 clusters Score -2.157697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 157691 members 
Entering Unmasked Estep 
Score: -21576994.000000 Penalty: 5941.018555
	Iteration 46Q: 3 clusters Score -2.157699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -21576994.000000 Penalty: 5941.018555
	Iteration 47Q: 3 clusters Score -2.157699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -21576990.000000 Penalty: 5941.018555
	Iteration 48Q: 3 clusters Score -2.157699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -21576990.000000 Penalty: 5941.018555
	Iteration 49Q: 3 clusters Score -2.157699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 157722 members 
Entering Unmasked Estep 
Score: -21576990.000000 Penalty: 5941.018555
	Iteration 50Q: 3 clusters Score -2.157699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 157727 members 
Entering Unmasked Estep 
Score: -21576996.000000 Penalty: 5941.018555
	Iteration 51Q: 3 clusters Score -2.1577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -21577012.000000 Penalty: 5941.018555
	Iteration 52Q: 3 clusters Score -2.157701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -21577016.000000 Penalty: 5941.018555
	Iteration 53Q: 3 clusters Score -2.157702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -21577024.000000 Penalty: 5941.018555
	Iteration 54Q: 3 clusters Score -2.157702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 157741 members 
Entering Unmasked Estep 
Score: -21577026.000000 Penalty: 5941.018555
	Iteration 55Q: 3 clusters Score -2.157703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -21577026.000000 Penalty: 5941.018555
	Iteration 56Q: 3 clusters Score -2.157703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -21577026.000000 Penalty: 5941.018555
	Iteration 57F: 3 clusters Score -2.157703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Entering Unmasked Estep 
Score: -5841432.500000 Penalty: 2645.115234
	Iteration 0F: 2 clusters Score -5841432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5812298.500000 Penalty: 5290.230469
	Iteration 0F: 3 clusters Score -5812298 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5823405.500000 Penalty: 5290.230469
	Iteration 1F: 3 clusters Score -5823406 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -5824230.000000 Penalty: 5290.230469
	Iteration 2Q: 3 clusters Score -5824230 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5825413.000000 Penalty: 5290.230469
	Iteration 3F: 3 clusters Score -5825413 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -5827124.500000 Penalty: 5290.230469
	Iteration 4F: 3 clusters Score -5827124 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5829393.000000 Penalty: 5290.230469
	Iteration 5F: 3 clusters Score -5829393 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -5832342.000000 Penalty: 5290.230469
	Iteration 6F: 3 clusters Score -5832342 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5835306.500000 Penalty: 5290.230469
	Iteration 7F: 3 clusters Score -5835306 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5837264.500000 Penalty: 5290.230469
	Iteration 8Q: 3 clusters Score -5837264 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5838275.500000 Penalty: 5290.230469
	Iteration 9Q: 3 clusters Score -5838276 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5838695.500000 Penalty: 5290.230469
	Iteration 10Q: 3 clusters Score -5838696 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5838900.500000 Penalty: 5290.230469
	Iteration 11Q: 3 clusters Score -5838900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5839023.000000 Penalty: 5290.230469
	Iteration 12Q: 3 clusters Score -5839023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5839079.500000 Penalty: 5290.230469
	Iteration 13Q: 3 clusters Score -5839080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5839119.500000 Penalty: 5290.230469
	Iteration 14Q: 3 clusters Score -5839120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5839151.500000 Penalty: 5290.230469
	Iteration 15Q: 3 clusters Score -5839152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5839170.000000 Penalty: 5290.230469
	Iteration 16Q: 3 clusters Score -5839170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5839190.500000 Penalty: 5290.230469
	Iteration 17Q: 3 clusters Score -5839190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5839188.000000 Penalty: 5290.230469
	Iteration 18Q: 3 clusters Score -5839188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5839192.500000 Penalty: 5290.230469
	Iteration 19Q: 3 clusters Score -5839192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5839194.500000 Penalty: 5290.230469
	Iteration 20F: 3 clusters Score -5839194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -173238.906250 Penalty: 1775.889771
	Iteration 0F: 2 clusters Score -173238.9 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 646 members 
Entering Unmasked Estep 
Score: -171024.859375 Penalty: 3551.779541
	Iteration 0F: 3 clusters Score -171024.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171343.937500 Penalty: 3551.779541
	Iteration 1F: 3 clusters Score -171343.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -171456.671875 Penalty: 3551.779541
	Iteration 2F: 3 clusters Score -171456.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171501.625000 Penalty: 3551.779541
	Iteration 3Q: 3 clusters Score -171501.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -171519.312500 Penalty: 3551.779541
	Iteration 4Q: 3 clusters Score -171519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -171528.281250 Penalty: 3551.779541
	Iteration 5Q: 3 clusters Score -171528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -171539.031250 Penalty: 3551.779541
	Iteration 6Q: 3 clusters Score -171539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171553.484375 Penalty: 3551.779541
	Iteration 7Q: 3 clusters Score -171553.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171568.687500 Penalty: 3551.779541
	Iteration 8Q: 3 clusters Score -171568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -171576.593750 Penalty: 3551.779541
	Iteration 9Q: 3 clusters Score -171576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -171579.234375 Penalty: 3551.779541
	Iteration 10Q: 3 clusters Score -171579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -171579.640625 Penalty: 3551.779541
	Iteration 11Q: 3 clusters Score -171579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -171581.171875 Penalty: 3551.779541
	Iteration 12Q: 3 clusters Score -171581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171586.187500 Penalty: 3551.779541
	Iteration 13Q: 3 clusters Score -171586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -171587.031250 Penalty: 3551.779541
	Iteration 14Q: 3 clusters Score -171587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -171587.031250 Penalty: 3551.779541
	Iteration 15F: 3 clusters Score -171587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Entering Unmasked Estep 
Score: -4067380.750000 Penalty: 2566.918701
	Iteration 0F: 2 clusters Score -4067381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4046026.000000 Penalty: 5133.837402
	Iteration 0F: 3 clusters Score -4046026 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4053660.250000 Penalty: 5133.837402
	Iteration 1F: 3 clusters Score -4053660 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4054305.250000 Penalty: 5133.837402
	Iteration 2F: 3 clusters Score -4054305 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4055053.500000 Penalty: 5133.837402
	Iteration 3F: 3 clusters Score -4055054 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4055962.750000 Penalty: 5133.837402
	Iteration 4F: 3 clusters Score -4055963 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4057003.500000 Penalty: 5133.837402
	Iteration 5F: 3 clusters Score -4057004 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4058024.500000 Penalty: 5133.837402
	Iteration 6F: 3 clusters Score -4058024 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4059040.000000 Penalty: 5133.837402
	Iteration 7F: 3 clusters Score -4059040 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4060116.000000 Penalty: 5133.837402
	Iteration 8F: 3 clusters Score -4060116 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4061200.750000 Penalty: 5133.837402
	Iteration 9F: 3 clusters Score -4061201 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4062207.000000 Penalty: 5133.837402
	Iteration 10Q: 3 clusters Score -4062207 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4063034.000000 Penalty: 5133.837402
	Iteration 11Q: 3 clusters Score -4063034 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -4063606.250000 Penalty: 5133.837402
	Iteration 12Q: 3 clusters Score -4063606 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4063983.000000 Penalty: 5133.837402
	Iteration 13Q: 3 clusters Score -4063983 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4064205.500000 Penalty: 5133.837402
	Iteration 14Q: 3 clusters Score -4064206 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4064353.250000 Penalty: 5133.837402
	Iteration 15Q: 3 clusters Score -4064353 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4064463.500000 Penalty: 5133.837402
	Iteration 16Q: 3 clusters Score -4064464 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4064515.750000 Penalty: 5133.837402
	Iteration 17Q: 3 clusters Score -4064516 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4064591.250000 Penalty: 5133.837402
	Iteration 18Q: 3 clusters Score -4064591 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4064628.250000 Penalty: 5133.837402
	Iteration 19Q: 3 clusters Score -4064628 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4064682.250000 Penalty: 5133.837402
	Iteration 20F: 3 clusters Score -4064682 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -4064755.750000 Penalty: 5133.837402
	Iteration 21Q: 3 clusters Score -4064756 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4064783.000000 Penalty: 5133.837402
	Iteration 22Q: 3 clusters Score -4064783 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4064808.750000 Penalty: 5133.837402
	Iteration 23Q: 3 clusters Score -4064809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4064838.250000 Penalty: 5133.837402
	Iteration 24Q: 3 clusters Score -4064838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4064850.250000 Penalty: 5133.837402
	Iteration 25Q: 3 clusters Score -4064850 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4064877.250000 Penalty: 5133.837402
	Iteration 26Q: 3 clusters Score -4064877 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4064898.750000 Penalty: 5133.837402
	Iteration 27Q: 3 clusters Score -4064899 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4064923.500000 Penalty: 5133.837402
	Iteration 28Q: 3 clusters Score -4064924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4064975.250000 Penalty: 5133.837402
	Iteration 29Q: 3 clusters Score -4064975 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4064986.750000 Penalty: 5133.837402
	Iteration 30Q: 3 clusters Score -4064987 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4065012.250000 Penalty: 5133.837402
	Iteration 31Q: 3 clusters Score -4065012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4065015.250000 Penalty: 5133.837402
	Iteration 32Q: 3 clusters Score -4065015 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4065028.500000 Penalty: 5133.837402
	Iteration 33Q: 3 clusters Score -4065028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4065041.250000 Penalty: 5133.837402
	Iteration 34Q: 3 clusters Score -4065041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4065061.500000 Penalty: 5133.837402
	Iteration 35Q: 3 clusters Score -4065062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4065085.500000 Penalty: 5133.837402
	Iteration 36Q: 3 clusters Score -4065086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4065106.250000 Penalty: 5133.837402
	Iteration 37Q: 3 clusters Score -4065106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4065118.000000 Penalty: 5133.837402
	Iteration 38Q: 3 clusters Score -4065118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4065122.000000 Penalty: 5133.837402
	Iteration 39Q: 3 clusters Score -4065122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4065128.000000 Penalty: 5133.837402
	Iteration 40F: 3 clusters Score -4065128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4065146.000000 Penalty: 5133.837402
	Iteration 41Q: 3 clusters Score -4065146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4065170.500000 Penalty: 5133.837402
	Iteration 42Q: 3 clusters Score -4065170 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -4065196.000000 Penalty: 5133.837402
	Iteration 43Q: 3 clusters Score -4065196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4065213.750000 Penalty: 5133.837402
	Iteration 44Q: 3 clusters Score -4065214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4065229.500000 Penalty: 5133.837402
	Iteration 45Q: 3 clusters Score -4065230 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4065236.500000 Penalty: 5133.837402
	Iteration 46Q: 3 clusters Score -4065236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4065251.250000 Penalty: 5133.837402
	Iteration 47Q: 3 clusters Score -4065251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4065258.250000 Penalty: 5133.837402
	Iteration 48Q: 3 clusters Score -4065258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -4065272.000000 Penalty: 5133.837402
	Iteration 49Q: 3 clusters Score -4065272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4065279.250000 Penalty: 5133.837402
	Iteration 50Q: 3 clusters Score -4065279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -4065299.250000 Penalty: 5133.837402
	Iteration 51Q: 3 clusters Score -4065299 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4065305.000000 Penalty: 5133.837402
	Iteration 52Q: 3 clusters Score -4065305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4065320.500000 Penalty: 5133.837402
	Iteration 53Q: 3 clusters Score -4065320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4065329.500000 Penalty: 5133.837402
	Iteration 54Q: 3 clusters Score -4065330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4065333.750000 Penalty: 5133.837402
	Iteration 55Q: 3 clusters Score -4065334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4065339.000000 Penalty: 5133.837402
	Iteration 56Q: 3 clusters Score -4065339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4065338.750000 Penalty: 5133.837402
	Iteration 57Q: 3 clusters Score -4065339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4065365.000000 Penalty: 5133.837402
	Iteration 58Q: 3 clusters Score -4065365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4065374.750000 Penalty: 5133.837402
	Iteration 59Q: 3 clusters Score -4065375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4065373.500000 Penalty: 5133.837402
	Iteration 60F: 3 clusters Score -4065374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4065371.750000 Penalty: 5133.837402
	Iteration 61Q: 3 clusters Score -4065372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4065390.000000 Penalty: 5133.837402
	Iteration 62Q: 3 clusters Score -4065390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4065397.250000 Penalty: 5133.837402
	Iteration 63Q: 3 clusters Score -4065397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4065406.500000 Penalty: 5133.837402
	Iteration 64Q: 3 clusters Score -4065406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4065408.500000 Penalty: 5133.837402
	Iteration 65Q: 3 clusters Score -4065408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4065413.750000 Penalty: 5133.837402
	Iteration 66Q: 3 clusters Score -4065414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -4065435.500000 Penalty: 5133.837402
	Iteration 67Q: 3 clusters Score -4065436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4065456.000000 Penalty: 5133.837402
	Iteration 68Q: 3 clusters Score -4065456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4065478.250000 Penalty: 5133.837402
	Iteration 69Q: 3 clusters Score -4065478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4065501.500000 Penalty: 5133.837402
	Iteration 70Q: 3 clusters Score -4065502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -4065535.000000 Penalty: 5133.837402
	Iteration 71Q: 3 clusters Score -4065535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4065552.750000 Penalty: 5133.837402
	Iteration 72Q: 3 clusters Score -4065553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4065597.250000 Penalty: 5133.837402
	Iteration 73Q: 3 clusters Score -4065597 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4065655.750000 Penalty: 5133.837402
	Iteration 74Q: 3 clusters Score -4065656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4065725.000000 Penalty: 5133.837402
	Iteration 75Q: 3 clusters Score -4065725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4065786.750000 Penalty: 5133.837402
	Iteration 76Q: 3 clusters Score -4065787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4065834.750000 Penalty: 5133.837402
	Iteration 77Q: 3 clusters Score -4065835 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4065868.000000 Penalty: 5133.837402
	Iteration 78Q: 3 clusters Score -4065868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4065905.250000 Penalty: 5133.837402
	Iteration 79Q: 3 clusters Score -4065905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4065913.000000 Penalty: 5133.837402
	Iteration 80F: 3 clusters Score -4065913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4065911.250000 Penalty: 5133.837402
	Iteration 81Q: 3 clusters Score -4065911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -4065926.000000 Penalty: 5133.837402
	Iteration 82Q: 3 clusters Score -4065926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4065936.000000 Penalty: 5133.837402
	Iteration 83Q: 3 clusters Score -4065936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4065935.000000 Penalty: 5133.837402
	Iteration 84Q: 3 clusters Score -4065935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4065931.750000 Penalty: 5133.837402
	Iteration 85Q: 3 clusters Score -4065932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4065934.000000 Penalty: 5133.837402
	Iteration 86Q: 3 clusters Score -4065934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4065936.500000 Penalty: 5133.837402
	Iteration 87Q: 3 clusters Score -4065936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4065937.000000 Penalty: 5133.837402
	Iteration 88Q: 3 clusters Score -4065937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4065936.250000 Penalty: 5133.837402
	Iteration 89Q: 3 clusters Score -4065936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4065937.250000 Penalty: 5133.837402
	Iteration 90Q: 3 clusters Score -4065937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4065944.500000 Penalty: 5133.837402
	Iteration 91Q: 3 clusters Score -4065944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4065945.500000 Penalty: 5133.837402
	Iteration 92Q: 3 clusters Score -4065946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4065944.250000 Penalty: 5133.837402
	Iteration 93Q: 3 clusters Score -4065944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4065945.750000 Penalty: 5133.837402
	Iteration 94Q: 3 clusters Score -4065946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4065943.000000 Penalty: 5133.837402
	Iteration 95Q: 3 clusters Score -4065943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4065944.500000 Penalty: 5133.837402
	Iteration 96Q: 3 clusters Score -4065944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4065944.500000 Penalty: 5133.837402
	Iteration 97Q: 3 clusters Score -4065944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -4065945.500000 Penalty: 5133.837402
	Iteration 98Q: 3 clusters Score -4065946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -4065945.500000 Penalty: 5133.837402
	Iteration 99F: 3 clusters Score -4065946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -1201774.375000 Penalty: 2270.554443
	Iteration 0F: 2 clusters Score -1201774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1194509.875000 Penalty: 4541.108887
	Iteration 0F: 3 clusters Score -1194510 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1196538.250000 Penalty: 4541.108887
	Iteration 1F: 3 clusters Score -1196538 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1196844.625000 Penalty: 4541.108887
	Iteration 2F: 3 clusters Score -1196845 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1197065.750000 Penalty: 4541.108887
	Iteration 3F: 3 clusters Score -1197066 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1197229.250000 Penalty: 4541.108887
	Iteration 4Q: 3 clusters Score -1197229 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1197355.625000 Penalty: 4541.108887
	Iteration 5Q: 3 clusters Score -1197356 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1197459.375000 Penalty: 4541.108887
	Iteration 6Q: 3 clusters Score -1197459 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1197545.500000 Penalty: 4541.108887
	Iteration 7Q: 3 clusters Score -1197546 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1197628.500000 Penalty: 4541.108887
	Iteration 8Q: 3 clusters Score -1197628 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1197711.500000 Penalty: 4541.108887
	Iteration 9Q: 3 clusters Score -1197712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1197797.750000 Penalty: 4541.108887
	Iteration 10Q: 3 clusters Score -1197798 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1197902.125000 Penalty: 4541.108887
	Iteration 11Q: 3 clusters Score -1197902 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1198037.875000 Penalty: 4541.108887
	Iteration 12Q: 3 clusters Score -1198038 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1198148.125000 Penalty: 4541.108887
	Iteration 13Q: 3 clusters Score -1198148 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1198264.625000 Penalty: 4541.108887
	Iteration 14Q: 3 clusters Score -1198265 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1198395.625000 Penalty: 4541.108887
	Iteration 15Q: 3 clusters Score -1198396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1198543.250000 Penalty: 4541.108887
	Iteration 16Q: 3 clusters Score -1198543 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1198702.125000 Penalty: 4541.108887
	Iteration 17Q: 3 clusters Score -1198702 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1198862.375000 Penalty: 4541.108887
	Iteration 18Q: 3 clusters Score -1198862 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1199033.625000 Penalty: 4541.108887
	Iteration 19Q: 3 clusters Score -1199034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1199164.750000 Penalty: 4541.108887
	Iteration 20F: 3 clusters Score -1199165 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1199251.750000 Penalty: 4541.108887
	Iteration 21Q: 3 clusters Score -1199252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1199315.500000 Penalty: 4541.108887
	Iteration 22Q: 3 clusters Score -1199316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1199375.375000 Penalty: 4541.108887
	Iteration 23Q: 3 clusters Score -1199375 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1199430.375000 Penalty: 4541.108887
	Iteration 24Q: 3 clusters Score -1199430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1199467.000000 Penalty: 4541.108887
	Iteration 25Q: 3 clusters Score -1199467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1199509.250000 Penalty: 4541.108887
	Iteration 26Q: 3 clusters Score -1199509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1199544.625000 Penalty: 4541.108887
	Iteration 27Q: 3 clusters Score -1199545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1199584.500000 Penalty: 4541.108887
	Iteration 28Q: 3 clusters Score -1199584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1199621.375000 Penalty: 4541.108887
	Iteration 29Q: 3 clusters Score -1199621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1199651.875000 Penalty: 4541.108887
	Iteration 30Q: 3 clusters Score -1199652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1199667.000000 Penalty: 4541.108887
	Iteration 31Q: 3 clusters Score -1199667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1199688.375000 Penalty: 4541.108887
	Iteration 32Q: 3 clusters Score -1199688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1199705.000000 Penalty: 4541.108887
	Iteration 33Q: 3 clusters Score -1199705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1199723.375000 Penalty: 4541.108887
	Iteration 34Q: 3 clusters Score -1199723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1199738.125000 Penalty: 4541.108887
	Iteration 35Q: 3 clusters Score -1199738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1199754.500000 Penalty: 4541.108887
	Iteration 36Q: 3 clusters Score -1199754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1199759.125000 Penalty: 4541.108887
	Iteration 37Q: 3 clusters Score -1199759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1199767.125000 Penalty: 4541.108887
	Iteration 38Q: 3 clusters Score -1199767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1199773.750000 Penalty: 4541.108887
	Iteration 39Q: 3 clusters Score -1199774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1199772.750000 Penalty: 4541.108887
	Iteration 40F: 3 clusters Score -1199773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1199774.625000 Penalty: 4541.108887
	Iteration 41Q: 3 clusters Score -1199775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1199775.125000 Penalty: 4541.108887
	Iteration 42Q: 3 clusters Score -1199775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1199774.750000 Penalty: 4541.108887
	Iteration 43Q: 3 clusters Score -1199775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1199776.375000 Penalty: 4541.108887
	Iteration 44Q: 3 clusters Score -1199776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1199776.375000 Penalty: 4541.108887
	Iteration 45F: 3 clusters Score -1199776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Entering Unmasked Estep 
Score: -3051602.250000 Penalty: 2482.515381
	Iteration 0F: 2 clusters Score -3051602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3036207 nChanged 9774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3041370 nChanged 1130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3041759 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3042070 nChanged 824
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3042296 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3042532.750000 Penalty: 4965.030762
	Iteration 5Q: 3 clusters Score -3042533 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3042808 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3043143 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3043586 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3044144 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3044798 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -3045668 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -3046544 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3047288.750000 Penalty: 4965.030762
	Iteration 13F: 3 clusters Score -3047289 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3047710 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3047890 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3048011.250000 Penalty: 4965.030762
	Iteration 16Q: 3 clusters Score -3048011 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3048106.000000 Penalty: 4965.030762
	Iteration 17Q: 3 clusters Score -3048106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3048153.000000 Penalty: 4965.030762
	Iteration 18Q: 3 clusters Score -3048153 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3048202.500000 Penalty: 4965.030762
	Iteration 19Q: 3 clusters Score -3048202 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3048231.000000 Penalty: 4965.030762
	Iteration 20F: 3 clusters Score -3048231 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3048266.000000 Penalty: 4965.030762
	Iteration 21Q: 3 clusters Score -3048266 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3048308.250000 Penalty: 4965.030762
	Iteration 22Q: 3 clusters Score -3048308 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3048336.750000 Penalty: 4965.030762
	Iteration 23Q: 3 clusters Score -3048337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3048364.000000 Penalty: 4965.030762
	Iteration 24Q: 3 clusters Score -3048364 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3048390.000000 Penalty: 4965.030762
	Iteration 25Q: 3 clusters Score -3048390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3048414.500000 Penalty: 4965.030762
	Iteration 26Q: 3 clusters Score -3048414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3048435.750000 Penalty: 4965.030762
	Iteration 27Q: 3 clusters Score -3048436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3048468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3048490.750000 Penalty: 4965.030762
	Iteration 29Q: 3 clusters Score -3048491 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3048508.000000 Penalty: 4965.030762
	Iteration 30Q: 3 clusters Score -3048508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3048528.500000 Penalty: 4965.030762
	Iteration 31Q: 3 clusters Score -3048528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3048550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3048561.250000 Penalty: 4965.030762
	Iteration 33Q: 3 clusters Score -3048561 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3048569 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3048578.000000 Penalty: 4965.030762
	Iteration 35Q: 3 clusters Score -3048578 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3048584.500000 Penalty: 4965.030762
	Iteration 36Q: 3 clusters Score -3048584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3048601.250000 Penalty: 4965.030762
	Iteration 37Q: 3 clusters Score -3048601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3048596 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3048608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3048619.000000 Penalty: 4965.030762
	Iteration 40F: 3 clusters Score -3048619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3048620.750000 Penalty: 4965.030762
	Iteration 41Q: 3 clusters Score -3048621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3048621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3048626.750000 Penalty: 4965.030762
	Iteration 43Q: 3 clusters Score -3048627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3048637.000000 Penalty: 4965.030762
	Iteration 44Q: 3 clusters Score -3048637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3048641.500000 Penalty: 4965.030762
	Iteration 45Q: 3 clusters Score -3048642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3048660.750000 Penalty: 4965.030762
	Iteration 46Q: 3 clusters Score -3048661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3048674.500000 Penalty: 4965.030762
	Iteration 47Q: 3 clusters Score -3048674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3048681.750000 Penalty: 4965.030762
	Iteration 48Q: 3 clusters Score -3048682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3048694.250000 Penalty: 4965.030762
	Iteration 49Q: 3 clusters Score -3048694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3048710.250000 Penalty: 4965.030762
	Iteration 50Q: 3 clusters Score -3048710 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3048718.750000 Penalty: 4965.030762
	Iteration 51Q: 3 clusters Score -3048719 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3048744.750000 Penalty: 4965.030762
	Iteration 52Q: 3 clusters Score -3048745 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3048763.500000 Penalty: 4965.030762
	Iteration 53Q: 3 clusters Score -3048764 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3048774.250000 Penalty: 4965.030762
	Iteration 54Q: 3 clusters Score -3048774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3048799 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3048822.000000 Penalty: 4965.030762
	Iteration 56Q: 3 clusters Score -3048822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3048836 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3048864.750000 Penalty: 4965.030762
	Iteration 58Q: 3 clusters Score -3048865 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3048888.000000 Penalty: 4965.030762
	Iteration 59Q: 3 clusters Score -3048888 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3048899.750000 Penalty: 4965.030762
	Iteration 60F: 3 clusters Score -3048900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3048901.000000 Penalty: 4965.030762
	Iteration 61Q: 3 clusters Score -3048901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3048921.750000 Penalty: 4965.030762
	Iteration 62Q: 3 clusters Score -3048922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3048949.500000 Penalty: 4965.030762
	Iteration 63Q: 3 clusters Score -3048950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3048966.250000 Penalty: 4965.030762
	Iteration 64Q: 3 clusters Score -3048966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3048980.500000 Penalty: 4965.030762
	Iteration 65Q: 3 clusters Score -3048980 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3048995.750000 Penalty: 4965.030762
	Iteration 66Q: 3 clusters Score -3048996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3049016.250000 Penalty: 4965.030762
	Iteration 67Q: 3 clusters Score -3049016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3049044.500000 Penalty: 4965.030762
	Iteration 68Q: 3 clusters Score -3049044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3049048.250000 Penalty: 4965.030762
	Iteration 69Q: 3 clusters Score -3049048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3049062.250000 Penalty: 4965.030762
	Iteration 70Q: 3 clusters Score -3049062 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3049079.500000 Penalty: 4965.030762
	Iteration 71Q: 3 clusters Score -3049080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3049091.000000 Penalty: 4965.030762
	Iteration 72Q: 3 clusters Score -3049091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3049089.750000 Penalty: 4965.030762
	Iteration 73Q: 3 clusters Score -3049090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3049098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3049106.500000 Penalty: 4965.030762
	Iteration 75Q: 3 clusters Score -3049106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3049108 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3049122.000000 Penalty: 4965.030762
	Iteration 77Q: 3 clusters Score -3049122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3049133.500000 Penalty: 4965.030762
	Iteration 78Q: 3 clusters Score -3049134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3049136.250000 Penalty: 4965.030762
	Iteration 79Q: 3 clusters Score -3049136 nChanged 48
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Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3049152.500000 Penalty: 4965.030762
	Iteration 80F: 3 clusters Score -3049152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3049166.250000 Penalty: 4965.030762
	Iteration 81Q: 3 clusters Score -3049166 nChanged 50
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Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3049185.250000 Penalty: 4965.030762
	Iteration 82Q: 3 clusters Score -3049185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3049183.750000 Penalty: 4965.030762
	Iteration 83Q: 3 clusters Score -3049184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3049193.000000 Penalty: 4965.030762
	Iteration 84Q: 3 clusters Score -3049193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3049196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3049202.250000 Penalty: 4965.030762
	Iteration 86Q: 3 clusters Score -3049202 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3049207.000000 Penalty: 4965.030762
	Iteration 87Q: 3 clusters Score -3049207 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3049205.750000 Penalty: 4965.030762
	Iteration 88Q: 3 clusters Score -3049206 nChanged 30
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Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3049208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3049219.500000 Penalty: 4965.030762
	Iteration 90Q: 3 clusters Score -3049220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3049227.500000 Penalty: 4965.030762
	Iteration 91Q: 3 clusters Score -3049228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3049238.750000 Penalty: 4965.030762
	Iteration 92Q: 3 clusters Score -3049239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3049245.000000 Penalty: 4965.030762
	Iteration 93Q: 3 clusters Score -3049245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3049259.000000 Penalty: 4965.030762
	Iteration 94Q: 3 clusters Score -3049259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3049259.500000 Penalty: 4965.030762
	Iteration 95Q: 3 clusters Score -3049260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3049266.000000 Penalty: 4965.030762
	Iteration 96Q: 3 clusters Score -3049266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3049265.250000 Penalty: 4965.030762
	Iteration 97Q: 3 clusters Score -3049265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3049267.250000 Penalty: 4965.030762
	Iteration 98Q: 3 clusters Score -3049267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3049273.250000 Penalty: 4965.030762
	Iteration 99Q: 3 clusters Score -3049273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3049279.750000 Penalty: 4965.030762
	Iteration 100F: 3 clusters Score -3049280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3049282.000000 Penalty: 4965.030762
	Iteration 101Q: 3 clusters Score -3049282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3049283.500000 Penalty: 4965.030762
	Iteration 102Q: 3 clusters Score -3049284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3049289.000000 Penalty: 4965.030762
	Iteration 103Q: 3 clusters Score -3049289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3049291.750000 Penalty: 4965.030762
	Iteration 104Q: 3 clusters Score -3049292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3049285.500000 Penalty: 4965.030762
	Iteration 105Q: 3 clusters Score -3049286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3049291.250000 Penalty: 4965.030762
	Iteration 106Q: 3 clusters Score -3049291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3049296.750000 Penalty: 4965.030762
	Iteration 107Q: 3 clusters Score -3049297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3049294.500000 Penalty: 4965.030762
	Iteration 108Q: 3 clusters Score -3049294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3049297.750000 Penalty: 4965.030762
	Iteration 109Q: 3 clusters Score -3049298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3049296.250000 Penalty: 4965.030762
	Iteration 110Q: 3 clusters Score -3049296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3049294.500000 Penalty: 4965.030762
	Iteration 111Q: 3 clusters Score -3049294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3049306.000000 Penalty: 4965.030762
	Iteration 112Q: 3 clusters Score -3049306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3049305.500000 Penalty: 4965.030762
	Iteration 113Q: 3 clusters Score -3049306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3049300.000000 Penalty: 4965.030762
	Iteration 114Q: 3 clusters Score -3049300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3049298.000000 Penalty: 4965.030762
	Iteration 115Q: 3 clusters Score -3049298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3049295.500000 Penalty: 4965.030762
	Iteration 116Q: 3 clusters Score -3049296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3049298.500000 Penalty: 4965.030762
	Iteration 117Q: 3 clusters Score -3049298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3049305.750000 Penalty: 4965.030762
	Iteration 118Q: 3 clusters Score -3049306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3049303.000000 Penalty: 4965.030762
	Iteration 119Q: 3 clusters Score -3049303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3049303.500000 Penalty: 4965.030762
	Iteration 120F: 3 clusters Score -3049304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Entering Unmasked Estep 
Score: -22567428.000000 Penalty: 2981.878906
	Iteration 0F: 2 clusters Score -2.256743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -22457206.000000 Penalty: 5963.757812
	Iteration 0F: 3 clusters Score -2.245721e+07 nChanged 80010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -22503306.000000 Penalty: 5963.757812
	Iteration 1F: 3 clusters Score -2.250331e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -22504134.000000 Penalty: 5963.757812
	Iteration 2Q: 3 clusters Score -2.250413e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -22505146.000000 Penalty: 5963.757812
	Iteration 3Q: 3 clusters Score -2.250515e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -22506410.000000 Penalty: 5963.757812
	Iteration 4Q: 3 clusters Score -2.250641e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -22508364.000000 Penalty: 5963.757812
	Iteration 5Q: 3 clusters Score -2.250836e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -22511306.000000 Penalty: 5963.757812
	Iteration 6Q: 3 clusters Score -2.251131e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -22515506.000000 Penalty: 5963.757812
	Iteration 7Q: 3 clusters Score -2.251551e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -22521926.000000 Penalty: 5963.757812
	Iteration 8F: 3 clusters Score -2.252193e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -22530364.000000 Penalty: 5963.757812
	Iteration 9F: 3 clusters Score -2.253036e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -22537768.000000 Penalty: 5963.757812
	Iteration 10F: 3 clusters Score -2.253777e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -22541956.000000 Penalty: 5963.757812
	Iteration 11F: 3 clusters Score -2.254196e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -22543382.000000 Penalty: 5963.757812
	Iteration 12Q: 3 clusters Score -2.254338e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -22543998.000000 Penalty: 5963.757812
	Iteration 13Q: 3 clusters Score -2.2544e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -22544348.000000 Penalty: 5963.757812
	Iteration 14Q: 3 clusters Score -2.254435e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -22544836.000000 Penalty: 5963.757812
	Iteration 15Q: 3 clusters Score -2.254484e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -22544950.000000 Penalty: 5963.757812
	Iteration 16Q: 3 clusters Score -2.254495e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -22545158.000000 Penalty: 5963.757812
	Iteration 17Q: 3 clusters Score -2.254516e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -22545384.000000 Penalty: 5963.757812
	Iteration 18Q: 3 clusters Score -2.254538e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -22545508.000000 Penalty: 5963.757812
	Iteration 19Q: 3 clusters Score -2.254551e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -22545798.000000 Penalty: 5963.757812
	Iteration 20F: 3 clusters Score -2.25458e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108067 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -22545904.000000 Penalty: 5963.757812
	Iteration 21Q: 3 clusters Score -2.25459e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -22546092.000000 Penalty: 5963.757812
	Iteration 22Q: 3 clusters Score -2.254609e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -22546286.000000 Penalty: 5963.757812
	Iteration 23Q: 3 clusters Score -2.254629e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -22546516.000000 Penalty: 5963.757812
	Iteration 24Q: 3 clusters Score -2.254652e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -22546568.000000 Penalty: 5963.757812
	Iteration 25Q: 3 clusters Score -2.254657e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -22546682.000000 Penalty: 5963.757812
	Iteration 26Q: 3 clusters Score -2.254668e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112540 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -22546790.000000 Penalty: 5963.757812
	Iteration 27Q: 3 clusters Score -2.254679e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -22546932.000000 Penalty: 5963.757812
	Iteration 28Q: 3 clusters Score -2.254693e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -22547108.000000 Penalty: 5963.757812
	Iteration 29Q: 3 clusters Score -2.254711e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -22547294.000000 Penalty: 5963.757812
	Iteration 30Q: 3 clusters Score -2.254729e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -22547420.000000 Penalty: 5963.757812
	Iteration 31Q: 3 clusters Score -2.254742e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117594 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -22547554.000000 Penalty: 5963.757812
	Iteration 32Q: 3 clusters Score -2.254755e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -22547742.000000 Penalty: 5963.757812
	Iteration 33Q: 3 clusters Score -2.254774e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -22547914.000000 Penalty: 5963.757812
	Iteration 34Q: 3 clusters Score -2.254791e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121314 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -22548004.000000 Penalty: 5963.757812
	Iteration 35Q: 3 clusters Score -2.2548e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -22548144.000000 Penalty: 5963.757812
	Iteration 36Q: 3 clusters Score -2.254814e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -22548468.000000 Penalty: 5963.757812
	Iteration 37Q: 3 clusters Score -2.254847e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126086 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -22548846.000000 Penalty: 5963.757812
	Iteration 38Q: 3 clusters Score -2.254885e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -22549302.000000 Penalty: 5963.757812
	Iteration 39Q: 3 clusters Score -2.25493e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130085 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -22549822.000000 Penalty: 5963.757812
	Iteration 40F: 3 clusters Score -2.254982e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132379 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -22550668.000000 Penalty: 5963.757812
	Iteration 41Q: 3 clusters Score -2.255067e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134761 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -22551332.000000 Penalty: 5963.757812
	Iteration 42Q: 3 clusters Score -2.255133e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -22552086.000000 Penalty: 5963.757812
	Iteration 43Q: 3 clusters Score -2.255209e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139720 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -22552976.000000 Penalty: 5963.757812
	Iteration 44Q: 3 clusters Score -2.255298e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -22553886.000000 Penalty: 5963.757812
	Iteration 45Q: 3 clusters Score -2.255389e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -22554904.000000 Penalty: 5963.757812
	Iteration 46Q: 3 clusters Score -2.25549e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147413 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -22555994.000000 Penalty: 5963.757812
	Iteration 47Q: 3 clusters Score -2.255599e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -22557238.000000 Penalty: 5963.757812
	Iteration 48Q: 3 clusters Score -2.255724e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152384 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -22558330.000000 Penalty: 5963.757812
	Iteration 49Q: 3 clusters Score -2.255833e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -22559216.000000 Penalty: 5963.757812
	Iteration 50Q: 3 clusters Score -2.255922e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -22560196.000000 Penalty: 5963.757812
	Iteration 51Q: 3 clusters Score -2.25602e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -22561094.000000 Penalty: 5963.757812
	Iteration 52Q: 3 clusters Score -2.256109e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -22561804.000000 Penalty: 5963.757812
	Iteration 53Q: 3 clusters Score -2.25618e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161215 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -22562398.000000 Penalty: 5963.757812
	Iteration 54Q: 3 clusters Score -2.25624e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -22562822.000000 Penalty: 5963.757812
	Iteration 55Q: 3 clusters Score -2.256282e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -22563268.000000 Penalty: 5963.757812
	Iteration 56Q: 3 clusters Score -2.256327e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22563506.000000 Penalty: 5963.757812
	Iteration 57Q: 3 clusters Score -2.256351e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164154 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22563766.000000 Penalty: 5963.757812
	Iteration 58Q: 3 clusters Score -2.256377e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22564004.000000 Penalty: 5963.757812
	Iteration 59Q: 3 clusters Score -2.2564e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22564168.000000 Penalty: 5963.757812
	Iteration 60F: 3 clusters Score -2.256417e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22564268.000000 Penalty: 5963.757812
	Iteration 61Q: 3 clusters Score -2.256427e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165171 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22564334.000000 Penalty: 5963.757812
	Iteration 62Q: 3 clusters Score -2.256433e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22564452.000000 Penalty: 5963.757812
	Iteration 63Q: 3 clusters Score -2.256445e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22564510.000000 Penalty: 5963.757812
	Iteration 64Q: 3 clusters Score -2.256451e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22564514.000000 Penalty: 5963.757812
	Iteration 65Q: 3 clusters Score -2.256451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22564592.000000 Penalty: 5963.757812
	Iteration 66Q: 3 clusters Score -2.256459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -22564616.000000 Penalty: 5963.757812
	Iteration 67Q: 3 clusters Score -2.256462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22564632.000000 Penalty: 5963.757812
	Iteration 68Q: 3 clusters Score -2.256463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22564660.000000 Penalty: 5963.757812
	Iteration 69Q: 3 clusters Score -2.256466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165666 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22564684.000000 Penalty: 5963.757812
	Iteration 70Q: 3 clusters Score -2.256468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22564662.000000 Penalty: 5963.757812
	Iteration 71Q: 3 clusters Score -2.256466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22564656.000000 Penalty: 5963.757812
	Iteration 72Q: 3 clusters Score -2.256466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165718 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22564680.000000 Penalty: 5963.757812
	Iteration 73Q: 3 clusters Score -2.256468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22564700.000000 Penalty: 5963.757812
	Iteration 74Q: 3 clusters Score -2.25647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165738 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -22564702.000000 Penalty: 5963.757812
	Iteration 75Q: 3 clusters Score -2.25647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165752 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22564712.000000 Penalty: 5963.757812
	Iteration 76Q: 3 clusters Score -2.256471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22564716.000000 Penalty: 5963.757812
	Iteration 77Q: 3 clusters Score -2.256472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22564728.000000 Penalty: 5963.757812
	Iteration 78Q: 3 clusters Score -2.256473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22564744.000000 Penalty: 5963.757812
	Iteration 79Q: 3 clusters Score -2.256474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22564746.000000 Penalty: 5963.757812
	Iteration 80F: 3 clusters Score -2.256475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165802 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22564750.000000 Penalty: 5963.757812
	Iteration 81Q: 3 clusters Score -2.256475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165810 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22564748.000000 Penalty: 5963.757812
	Iteration 82Q: 3 clusters Score -2.256475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22564746.000000 Penalty: 5963.757812
	Iteration 83Q: 3 clusters Score -2.256475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22564752.000000 Penalty: 5963.757812
	Iteration 84Q: 3 clusters Score -2.256475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165837 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -22564758.000000 Penalty: 5963.757812
	Iteration 85Q: 3 clusters Score -2.256476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -22564762.000000 Penalty: 5963.757812
	Iteration 86Q: 3 clusters Score -2.256476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22564776.000000 Penalty: 5963.757812
	Iteration 87Q: 3 clusters Score -2.256478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22564762.000000 Penalty: 5963.757812
	Iteration 88Q: 3 clusters Score -2.256476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22564774.000000 Penalty: 5963.757812
	Iteration 89Q: 3 clusters Score -2.256477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22564782.000000 Penalty: 5963.757812
	Iteration 90Q: 3 clusters Score -2.256478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22564800.000000 Penalty: 5963.757812
	Iteration 91Q: 3 clusters Score -2.25648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -22564806.000000 Penalty: 5963.757812
	Iteration 92Q: 3 clusters Score -2.256481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22564802.000000 Penalty: 5963.757812
	Iteration 93Q: 3 clusters Score -2.25648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -22564816.000000 Penalty: 5963.757812
	Iteration 94Q: 3 clusters Score -2.256482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22564802.000000 Penalty: 5963.757812
	Iteration 95Q: 3 clusters Score -2.25648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165901 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22564824.000000 Penalty: 5963.757812
	Iteration 96Q: 3 clusters Score -2.256482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165904 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22564808.000000 Penalty: 5963.757812
	Iteration 97Q: 3 clusters Score -2.256481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22564804.000000 Penalty: 5963.757812
	Iteration 98Q: 3 clusters Score -2.25648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22564816.000000 Penalty: 5963.757812
	Iteration 99Q: 3 clusters Score -2.256482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165914 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22564812.000000 Penalty: 5963.757812
	Iteration 100F: 3 clusters Score -2.256481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22564810.000000 Penalty: 5963.757812
	Iteration 101Q: 3 clusters Score -2.256481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22564810.000000 Penalty: 5963.757812
	Iteration 102F: 3 clusters Score -2.256481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Entering Unmasked Estep 
Score: -2737125.750000 Penalty: 2458.090332
	Iteration 0F: 2 clusters Score -2737126 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 10031 members 
Entering Unmasked Estep 
Score: -2722997.000000 Penalty: 4916.180664
	Iteration 0F: 3 clusters Score -2722997 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2727746.250000 Penalty: 4916.180664
	Iteration 1F: 3 clusters Score -2727746 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2728179.750000 Penalty: 4916.180664
	Iteration 2F: 3 clusters Score -2728180 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2728565.750000 Penalty: 4916.180664
	Iteration 3Q: 3 clusters Score -2728566 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2728914.250000 Penalty: 4916.180664
	Iteration 4Q: 3 clusters Score -2728914 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2729248.500000 Penalty: 4916.180664
	Iteration 5Q: 3 clusters Score -2729248 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2729681.000000 Penalty: 4916.180664
	Iteration 6Q: 3 clusters Score -2729681 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2730174.750000 Penalty: 4916.180664
	Iteration 7Q: 3 clusters Score -2730175 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2730781.500000 Penalty: 4916.180664
	Iteration 8Q: 3 clusters Score -2730782 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2731548.000000 Penalty: 4916.180664
	Iteration 9F: 3 clusters Score -2731548 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2732376.000000 Penalty: 4916.180664
	Iteration 10F: 3 clusters Score -2732376 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2733151.000000 Penalty: 4916.180664
	Iteration 11Q: 3 clusters Score -2733151 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2733751.750000 Penalty: 4916.180664
	Iteration 12Q: 3 clusters Score -2733752 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2734176.000000 Penalty: 4916.180664
	Iteration 13Q: 3 clusters Score -2734176 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2734434.500000 Penalty: 4916.180664
	Iteration 14Q: 3 clusters Score -2734434 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2734600.000000 Penalty: 4916.180664
	Iteration 15Q: 3 clusters Score -2734600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2734707.500000 Penalty: 4916.180664
	Iteration 16Q: 3 clusters Score -2734708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2734792.750000 Penalty: 4916.180664
	Iteration 17Q: 3 clusters Score -2734793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2734855.500000 Penalty: 4916.180664
	Iteration 18Q: 3 clusters Score -2734856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2734906.500000 Penalty: 4916.180664
	Iteration 19Q: 3 clusters Score -2734906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2734932.000000 Penalty: 4916.180664
	Iteration 20F: 3 clusters Score -2734932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2734954.500000 Penalty: 4916.180664
	Iteration 21Q: 3 clusters Score -2734954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2734972.500000 Penalty: 4916.180664
	Iteration 22Q: 3 clusters Score -2734972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2734979.500000 Penalty: 4916.180664
	Iteration 23Q: 3 clusters Score -2734980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2734990.250000 Penalty: 4916.180664
	Iteration 24Q: 3 clusters Score -2734990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2734997.500000 Penalty: 4916.180664
	Iteration 25Q: 3 clusters Score -2734998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2734999.500000 Penalty: 4916.180664
	Iteration 26Q: 3 clusters Score -2735000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2735001.000000 Penalty: 4916.180664
	Iteration 27Q: 3 clusters Score -2735001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2735006.500000 Penalty: 4916.180664
	Iteration 28Q: 3 clusters Score -2735006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2735009.000000 Penalty: 4916.180664
	Iteration 29Q: 3 clusters Score -2735009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2735007.250000 Penalty: 4916.180664
	Iteration 30Q: 3 clusters Score -2735007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2735007.250000 Penalty: 4916.180664
	Iteration 31F: 3 clusters Score -2735007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 175 members 
Entering Unmasked Estep 
Score: -37622.300781 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37622.3 nChanged 44
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: -37776.601562 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37776.6 nChanged 16
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: -37848.574219 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -37848.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37891.312500 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -37891.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37911.617188 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -37911.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37950.566406 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -37950.57 nChanged 7
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: -37986.417969 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -37986.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38010.039062 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -38010.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38030.242188 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -38030.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38037.261719 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -38037.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38040.019531 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -38040.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38042.300781 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -38042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38049.019531 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -38049.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38049.019531 Penalty: 2899.833740
	Iteration 13F: 3 clusters Score -38049.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -227429.671875 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -227429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224905.203125 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -224905.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -225631.171875 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -225631.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -226078.125000 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -226078.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226440.781250 Penalty: 3724.630127
	Iteration 3F: 3 clusters Score -226440.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -226888.171875 Penalty: 3724.630127
	Iteration 4F: 3 clusters Score -226888.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -227149.421875 Penalty: 3724.630127
	Iteration 5F: 3 clusters Score -227149.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -227408.875000 Penalty: 3724.630127
	Iteration 6F: 3 clusters Score -227408.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -227657.828125 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -227657.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -227780.875000 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -227780.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -227882.171875 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -227882.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -227936.453125 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -227936.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -227954.265625 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -227954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -227970.765625 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -227970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -227982.468750 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -227982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -227988.437500 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -227988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -228001.468750 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -228001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -228008.218750 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -228008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -228016.531250 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -228016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -228020.390625 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -228020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -228020.390625 Penalty: 3724.630127
	Iteration 19F: 3 clusters Score -228020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33537 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17679 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 159191 members 
Mstep: Class 9 contains 42864 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31272 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 166659 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155578 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24670 members 
Mstep: Class 24 contains 74354 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450720.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126451736.000000 to -126450720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19295.033203 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19295.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19410.968750 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19410.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19423.623047 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19423.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19426.742188 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19426.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19434.671875 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19434.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19443.378906 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -19443.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19445.900391 Penalty: 2635.350342
	Iteration 6F: 3 clusters Score -19445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19459.882812 Penalty: 2635.350342
	Iteration 7Q: 3 clusters Score -19459.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19468.029297 Penalty: 2635.350342
	Iteration 8Q: 3 clusters Score -19468.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19473.316406 Penalty: 2635.350342
	Iteration 9Q: 3 clusters Score -19473.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19491.087891 Penalty: 2635.350342
	Iteration 10Q: 3 clusters Score -19491.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19491.087891 Penalty: 2635.350342
	Iteration 11F: 3 clusters Score -19491.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Entering Unmasked Estep 
Score: -21091930.000000 Penalty: 2964.815918
	Iteration 0F: 2 clusters Score -2.109193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -20990144.000000 Penalty: 5929.631836
	Iteration 0F: 3 clusters Score -2.099014e+07 nChanged 74411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -21033228.000000 Penalty: 5929.631836
	Iteration 1F: 3 clusters Score -2.103323e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -21034206.000000 Penalty: 5929.631836
	Iteration 2Q: 3 clusters Score -2.103421e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -21035444.000000 Penalty: 5929.631836
	Iteration 3Q: 3 clusters Score -2.103544e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -21037228.000000 Penalty: 5929.631836
	Iteration 4Q: 3 clusters Score -2.103723e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -21040272.000000 Penalty: 5929.631836
	Iteration 5Q: 3 clusters Score -2.104027e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -21045262.000000 Penalty: 5929.631836
	Iteration 6F: 3 clusters Score -2.104526e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -21052954.000000 Penalty: 5929.631836
	Iteration 7F: 3 clusters Score -2.105295e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -21062562.000000 Penalty: 5929.631836
	Iteration 8F: 3 clusters Score -2.106256e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -21072462.000000 Penalty: 5929.631836
	Iteration 9F: 3 clusters Score -2.107246e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -21079842.000000 Penalty: 5929.631836
	Iteration 10F: 3 clusters Score -2.107984e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 146145 members 
Entering Unmasked Estep 
Score: -21084260.000000 Penalty: 5929.631836
	Iteration 11Q: 3 clusters Score -2.108426e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -21086712.000000 Penalty: 5929.631836
	Iteration 12Q: 3 clusters Score -2.108671e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 150984 members 
Entering Unmasked Estep 
Score: -21088020.000000 Penalty: 5929.631836
	Iteration 13Q: 3 clusters Score -2.108802e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -21088732.000000 Penalty: 5929.631836
	Iteration 14Q: 3 clusters Score -2.108873e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -21089056.000000 Penalty: 5929.631836
	Iteration 15Q: 3 clusters Score -2.108906e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -21089270.000000 Penalty: 5929.631836
	Iteration 16Q: 3 clusters Score -2.108927e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -21089372.000000 Penalty: 5929.631836
	Iteration 17Q: 3 clusters Score -2.108937e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -21089540.000000 Penalty: 5929.631836
	Iteration 18Q: 3 clusters Score -2.108954e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -21089614.000000 Penalty: 5929.631836
	Iteration 19Q: 3 clusters Score -2.108961e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 153610 members 
Entering Unmasked Estep 
Score: -21089680.000000 Penalty: 5929.631836
	Iteration 20F: 3 clusters Score -2.108968e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -21089714.000000 Penalty: 5929.631836
	Iteration 21Q: 3 clusters Score -2.108971e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 153737 members 
Entering Unmasked Estep 
Score: -21089780.000000 Penalty: 5929.631836
	Iteration 22Q: 3 clusters Score -2.108978e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 153783 members 
Entering Unmasked Estep 
Score: -21089826.000000 Penalty: 5929.631836
	Iteration 23Q: 3 clusters Score -2.108983e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 153831 members 
Entering Unmasked Estep 
Score: -21089860.000000 Penalty: 5929.631836
	Iteration 24Q: 3 clusters Score -2.108986e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -21089850.000000 Penalty: 5929.631836
	Iteration 25Q: 3 clusters Score -2.108985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 153898 members 
Entering Unmasked Estep 
Score: -21089868.000000 Penalty: 5929.631836
	Iteration 26Q: 3 clusters Score -2.108987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -21089880.000000 Penalty: 5929.631836
	Iteration 27Q: 3 clusters Score -2.108988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -21089884.000000 Penalty: 5929.631836
	Iteration 28Q: 3 clusters Score -2.108988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -21089912.000000 Penalty: 5929.631836
	Iteration 29Q: 3 clusters Score -2.108991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -21089918.000000 Penalty: 5929.631836
	Iteration 30Q: 3 clusters Score -2.108992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 153984 members 
Entering Unmasked Estep 
Score: -21089944.000000 Penalty: 5929.631836
	Iteration 31Q: 3 clusters Score -2.108994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -21089932.000000 Penalty: 5929.631836
	Iteration 32Q: 3 clusters Score -2.108993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 153992 members 
Entering Unmasked Estep 
Score: -21089948.000000 Penalty: 5929.631836
	Iteration 33Q: 3 clusters Score -2.108995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 153996 members 
Entering Unmasked Estep 
Score: -21089948.000000 Penalty: 5929.631836
	Iteration 34Q: 3 clusters Score -2.108995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 154005 members 
Entering Unmasked Estep 
Score: -21089968.000000 Penalty: 5929.631836
	Iteration 35Q: 3 clusters Score -2.108997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -21089990.000000 Penalty: 5929.631836
	Iteration 36Q: 3 clusters Score -2.108999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -21089984.000000 Penalty: 5929.631836
	Iteration 37Q: 3 clusters Score -2.108998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -21089984.000000 Penalty: 5929.631836
	Iteration 38Q: 3 clusters Score -2.108998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -21089986.000000 Penalty: 5929.631836
	Iteration 39Q: 3 clusters Score -2.108999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -21089984.000000 Penalty: 5929.631836
	Iteration 40F: 3 clusters Score -2.108998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 154025 members 
Entering Unmasked Estep 
Score: -21089978.000000 Penalty: 5929.631836
	Iteration 41Q: 3 clusters Score -2.108998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 154025 members 
Entering Unmasked Estep 
Score: -21089978.000000 Penalty: 5929.631836
	Iteration 42F: 3 clusters Score -2.108998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Entering Unmasked Estep 
Score: -1538036.250000 Penalty: 2346.120850
	Iteration 0F: 2 clusters Score -1538036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1528495.750000 Penalty: 4692.241699
	Iteration 0F: 3 clusters Score -1528496 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1531427.375000 Penalty: 4692.241699
	Iteration 1F: 3 clusters Score -1531427 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1531781.875000 Penalty: 4692.241699
	Iteration 2F: 3 clusters Score -1531782 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1532088.250000 Penalty: 4692.241699
	Iteration 3F: 3 clusters Score -1532088 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1532411.750000 Penalty: 4692.241699
	Iteration 4Q: 3 clusters Score -1532412 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1532823.625000 Penalty: 4692.241699
	Iteration 5F: 3 clusters Score -1532824 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1533321 nChanged 720
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1533833 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1534258 nChanged 589
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1534610 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1534913 nChanged 481
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1535169 nChanged 414
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Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1535407 nChanged 381
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Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1535580 nChanged 311
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1535720 nChanged 253
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1535826 nChanged 217
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Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1535914 nChanged 196
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Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1535990 nChanged 184
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Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1536078 nChanged 196
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Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1536176 nChanged 200
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Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1536272 nChanged 205
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Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1536370 nChanged 169
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Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1536425 nChanged 147
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Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1536478 nChanged 142
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Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1536527 nChanged 113
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Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1536560 nChanged 92
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Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1536586 nChanged 68
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Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1536595 nChanged 63
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Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1536610 nChanged 53
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Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1536618 nChanged 46
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Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1536628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1536636 nChanged 41
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Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1536640 nChanged 24
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Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1536640 nChanged 30
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Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1536647 nChanged 34
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Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1536656 nChanged 33
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Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1536663 nChanged 37
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Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1536664 nChanged 32
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Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1536674 nChanged 26
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Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1536680 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1536684 nChanged 26
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1536686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1536687 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1536691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1536697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1536703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1536710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1536712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1536713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1536718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1536722.750000 Penalty: 4692.241699
	Iteration 50Q: 3 clusters Score -1536723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1536728 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1536731.875000 Penalty: 4692.241699
	Iteration 52Q: 3 clusters Score -1536732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1536747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1536754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1536760 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1536771 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7830 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1536781 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1536796 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1536798 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7937 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1536809 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7969 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1536820 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1536823 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8029 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1536827 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8054 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1536830 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8070 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1536830 nChanged 19
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Mstep: Class 1 contains 8085 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1536835 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8095 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1536836 nChanged 19
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Mstep: Class 1 contains 8110 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1536840 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1536841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1536842 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1536850 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1536853 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8219 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1536854 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1536859 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8255 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1536862 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4563 members 
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	Iteration 76Q: 3 clusters Score -1536866 nChanged 10
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Mstep: Class 1 contains 8285 members 
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	Iteration 77Q: 3 clusters Score -1536866 nChanged 23
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Mstep: Class 1 contains 8308 members 
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	Iteration 78Q: 3 clusters Score -1536873 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1536875 nChanged 19
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1536878 nChanged 14
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Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1536880 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4451 members 
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	Iteration 82Q: 3 clusters Score -1536881 nChanged 31
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Mstep: Class 1 contains 8418 members 
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	Iteration 83Q: 3 clusters Score -1536888 nChanged 30
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Mstep: Class 1 contains 8448 members 
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	Iteration 84Q: 3 clusters Score -1536894 nChanged 22
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Mstep: Class 1 contains 8470 members 
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	Iteration 85Q: 3 clusters Score -1536898 nChanged 20
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Mstep: Class 1 contains 8490 members 
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	Iteration 86Q: 3 clusters Score -1536900 nChanged 13
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4335 members 
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	Iteration 87Q: 3 clusters Score -1536901 nChanged 12
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Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1536904 nChanged 10
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Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1536904 nChanged 11
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1536907 nChanged 14
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Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1536908 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1536910 nChanged 6
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1536908 nChanged 5
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Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1536913.000000 Penalty: 4692.241699
	Iteration 94Q: 3 clusters Score -1536913 nChanged 7
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Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1536911.875000 Penalty: 4692.241699
	Iteration 95Q: 3 clusters Score -1536912 nChanged 10
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Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1536913 nChanged 15
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Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1536914.875000 Penalty: 4692.241699
	Iteration 97Q: 3 clusters Score -1536915 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1536919.375000 Penalty: 4692.241699
	Iteration 98Q: 3 clusters Score -1536919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1536918.625000 Penalty: 4692.241699
	Iteration 99Q: 3 clusters Score -1536919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1536917.875000 Penalty: 4692.241699
	Iteration 100F: 3 clusters Score -1536918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1536921.750000 Penalty: 4692.241699
	Iteration 101Q: 3 clusters Score -1536922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1536920.125000 Penalty: 4692.241699
	Iteration 102Q: 3 clusters Score -1536920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1536919.000000 Penalty: 4692.241699
	Iteration 103Q: 3 clusters Score -1536919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1536922.125000 Penalty: 4692.241699
	Iteration 104Q: 3 clusters Score -1536922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1536924.750000 Penalty: 4692.241699
	Iteration 105Q: 3 clusters Score -1536925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1536918.000000 Penalty: 4692.241699
	Iteration 106Q: 3 clusters Score -1536918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1536920.000000 Penalty: 4692.241699
	Iteration 107Q: 3 clusters Score -1536920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1536920.000000 Penalty: 4692.241699
	Iteration 108F: 3 clusters Score -1536920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12232.044922 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12232.04 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 65 members 
Entering Unmasked Estep 
Score: -11316.626953 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11316.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11403.990234 Penalty: 2454.584961
	Iteration 1F: 3 clusters Score -11403.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11444.877930 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11444.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11450.172852 Penalty: 2454.584961
	Iteration 3Q: 3 clusters Score -11450.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11450.172852 Penalty: 2454.584961
	Iteration 4F: 3 clusters Score -11450.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 294 members 
Entering Unmasked Estep 
Score: -68887.554688 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68887.55 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69165.148438 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69165.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69373.398438 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69373.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69554.257812 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -69554.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69701.562500 Penalty: 3173.703125
	Iteration 4F: 3 clusters Score -69701.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69784.625000 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69784.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69825.281250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69825.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69835.132812 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69835.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69842.390625 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69842.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69846.414062 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69846.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69855.117188 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69855.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69866.320312 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69866.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69890.351562 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69890.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69907.335938 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -69907.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69914.750000 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -69914.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69920.578125 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -69920.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69920.578125 Penalty: 3173.703125
	Iteration 16F: 3 clusters Score -69920.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Entering Unmasked Estep 
Score: -3384645.250000 Penalty: 2508.109131
	Iteration 0F: 2 clusters Score -3384645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3367449.250000 Penalty: 5016.218262
	Iteration 0F: 3 clusters Score -3367449 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3373387.500000 Penalty: 5016.218262
	Iteration 1F: 3 clusters Score -3373388 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3373892.000000 Penalty: 5016.218262
	Iteration 2F: 3 clusters Score -3373892 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3374415.250000 Penalty: 5016.218262
	Iteration 3F: 3 clusters Score -3374415 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3375096.250000 Penalty: 5016.218262
	Iteration 4F: 3 clusters Score -3375096 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3376037.000000 Penalty: 5016.218262
	Iteration 5F: 3 clusters Score -3376037 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3377361.000000 Penalty: 5016.218262
	Iteration 6F: 3 clusters Score -3377361 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3379044.250000 Penalty: 5016.218262
	Iteration 7F: 3 clusters Score -3379044 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3380617.250000 Penalty: 5016.218262
	Iteration 8F: 3 clusters Score -3380617 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3381616.750000 Penalty: 5016.218262
	Iteration 9Q: 3 clusters Score -3381617 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3382065.750000 Penalty: 5016.218262
	Iteration 10Q: 3 clusters Score -3382066 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3382245.500000 Penalty: 5016.218262
	Iteration 11Q: 3 clusters Score -3382246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3382351.250000 Penalty: 5016.218262
	Iteration 12Q: 3 clusters Score -3382351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3382411.500000 Penalty: 5016.218262
	Iteration 13Q: 3 clusters Score -3382412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3382440.000000 Penalty: 5016.218262
	Iteration 14Q: 3 clusters Score -3382440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3382452.750000 Penalty: 5016.218262
	Iteration 15Q: 3 clusters Score -3382453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3382466.500000 Penalty: 5016.218262
	Iteration 16Q: 3 clusters Score -3382466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3382478.000000 Penalty: 5016.218262
	Iteration 17Q: 3 clusters Score -3382478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3382487.250000 Penalty: 5016.218262
	Iteration 18Q: 3 clusters Score -3382487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3382490.250000 Penalty: 5016.218262
	Iteration 19Q: 3 clusters Score -3382490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3382490.250000 Penalty: 5016.218262
	Iteration 20F: 3 clusters Score -3382490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3382494.750000 Penalty: 5016.218262
	Iteration 21Q: 3 clusters Score -3382495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3382495.000000 Penalty: 5016.218262
	Iteration 22Q: 3 clusters Score -3382495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3382497.500000 Penalty: 5016.218262
	Iteration 23Q: 3 clusters Score -3382498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3382500.000000 Penalty: 5016.218262
	Iteration 24Q: 3 clusters Score -3382500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3382500.000000 Penalty: 5016.218262
	Iteration 25F: 3 clusters Score -3382500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Entering Unmasked Estep 
Score: -9805839.000000 Penalty: 2781.715088
	Iteration 0F: 2 clusters Score -9805839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -9756155.000000 Penalty: 5563.430176
	Iteration 0F: 3 clusters Score -9756155 nChanged 34823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -9776111.000000 Penalty: 5563.430176
	Iteration 1F: 3 clusters Score -9776111 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -9777015.000000 Penalty: 5563.430176
	Iteration 2Q: 3 clusters Score -9777015 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -9778242.000000 Penalty: 5563.430176
	Iteration 3Q: 3 clusters Score -9778242 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -9780056.000000 Penalty: 5563.430176
	Iteration 4F: 3 clusters Score -9780056 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -9782551.000000 Penalty: 5563.430176
	Iteration 5F: 3 clusters Score -9782551 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -9785793.000000 Penalty: 5563.430176
	Iteration 6F: 3 clusters Score -9785793 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -9789552.000000 Penalty: 5563.430176
	Iteration 7F: 3 clusters Score -9789552 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -9793622.000000 Penalty: 5563.430176
	Iteration 8F: 3 clusters Score -9793622 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -9797659.000000 Penalty: 5563.430176
	Iteration 9F: 3 clusters Score -9797659 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9800949.000000 Penalty: 5563.430176
	Iteration 10Q: 3 clusters Score -9800949 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9802464.000000 Penalty: 5563.430176
	Iteration 11Q: 3 clusters Score -9802464 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9803021.000000 Penalty: 5563.430176
	Iteration 12Q: 3 clusters Score -9803021 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9803278.000000 Penalty: 5563.430176
	Iteration 13Q: 3 clusters Score -9803278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9803377.000000 Penalty: 5563.430176
	Iteration 14Q: 3 clusters Score -9803377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9803432.000000 Penalty: 5563.430176
	Iteration 15Q: 3 clusters Score -9803432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9803477.000000 Penalty: 5563.430176
	Iteration 16Q: 3 clusters Score -9803477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9803512.000000 Penalty: 5563.430176
	Iteration 17Q: 3 clusters Score -9803512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9803529.000000 Penalty: 5563.430176
	Iteration 18Q: 3 clusters Score -9803529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9803544.000000 Penalty: 5563.430176
	Iteration 19Q: 3 clusters Score -9803544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9803551.000000 Penalty: 5563.430176
	Iteration 20F: 3 clusters Score -9803551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9803550.000000 Penalty: 5563.430176
	Iteration 21Q: 3 clusters Score -9803550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9803559.000000 Penalty: 5563.430176
	Iteration 22Q: 3 clusters Score -9803559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9803555.000000 Penalty: 5563.430176
	Iteration 23Q: 3 clusters Score -9803555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9803555.000000 Penalty: 5563.430176
	Iteration 24Q: 3 clusters Score -9803555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9803558.000000 Penalty: 5563.430176
	Iteration 25Q: 3 clusters Score -9803558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9803566.000000 Penalty: 5563.430176
	Iteration 26Q: 3 clusters Score -9803566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9803568.000000 Penalty: 5563.430176
	Iteration 27Q: 3 clusters Score -9803568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9803576.000000 Penalty: 5563.430176
	Iteration 28Q: 3 clusters Score -9803576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9803576.000000 Penalty: 5563.430176
	Iteration 29F: 3 clusters Score -9803576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58689.253906 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58689.25 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 269 members 
Entering Unmasked Estep 
Score: -57183.808594 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57183.81 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57386.929688 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57386.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57456.960938 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -57456.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57554.339844 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57554.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57643.144531 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57643.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57756.285156 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57756.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57858.593750 Penalty: 3074.445312
	Iteration 6F: 3 clusters Score -57858.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57931.210938 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57931.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58010.652344 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -58010.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58093.054688 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -58093.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58228.027344 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -58228.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58319.636719 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -58319.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58375.894531 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -58375.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58450.996094 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -58451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58573.859375 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -58573.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58637.914062 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -58637.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58655.136719 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -58655.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58662.687500 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -58662.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58675.609375 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -58675.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58677.171875 Penalty: 3074.445312
	Iteration 19F: 3 clusters Score -58677.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58690.566406 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -58690.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58724.050781 Penalty: 3074.445312
	Iteration 21Q: 3 clusters Score -58724.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58762.343750 Penalty: 3074.445312
	Iteration 22Q: 3 clusters Score -58762.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58800.191406 Penalty: 3074.445312
	Iteration 23Q: 3 clusters Score -58800.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58815.816406 Penalty: 3074.445312
	Iteration 24Q: 3 clusters Score -58815.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58819.281250 Penalty: 3074.445312
	Iteration 25Q: 3 clusters Score -58819.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58825.777344 Penalty: 3074.445312
	Iteration 26Q: 3 clusters Score -58825.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58828.621094 Penalty: 3074.445312
	Iteration 27Q: 3 clusters Score -58828.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58828.621094 Penalty: 3074.445312
	Iteration 28F: 3 clusters Score -58828.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33537 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17679 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 159191 members 
Mstep: Class 9 contains 42864 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31272 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 166659 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155578 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24670 members 
Mstep: Class 24 contains 74354 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126449936.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126451736.000000 to -126449936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -145724.312500 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -145724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -143511.609375 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -143511.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -143880.500000 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -143880.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144032.875000 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -144032.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144146.875000 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -144146.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144217.031250 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -144217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144266.968750 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -144267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144290.343750 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -144290.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144308.687500 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -144308.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144323.921875 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -144323.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144344.421875 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -144344.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144360.828125 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -144360.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144387.578125 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -144387.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144417.171875 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -144417.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144430.859375 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -144430.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144451.968750 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -144452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144472.812500 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -144472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144491.109375 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -144491.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144508.234375 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -144508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144516.531250 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -144516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144525.015625 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -144525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144529.828125 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -144529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144537.937500 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -144537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144544.390625 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -144544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144546.140625 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -144546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144548.218750 Penalty: 3576.932129
	Iteration 24Q: 3 clusters Score -144548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144548.906250 Penalty: 3576.932129
	Iteration 25Q: 3 clusters Score -144548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144548.906250 Penalty: 3576.932129
	Iteration 26F: 3 clusters Score -144548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50836.718750 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50836.72 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51180.542969 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51180.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51413.429688 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51413.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51668.113281 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -51668.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51900.195312 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -51900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52016.476562 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52016.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52143.746094 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52143.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52210.316406 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52210.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52220.394531 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -52220.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52220.394531 Penalty: 3078.461670
	Iteration 9F: 3 clusters Score -52220.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 293 members 
Entering Unmasked Estep 
Score: -68416.968750 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68416.97 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68709.570312 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68709.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68921.367188 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68921.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69040.671875 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -69040.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69101.570312 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -69101.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69156.062500 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69156.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69176.500000 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69199.070312 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69199.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69244.968750 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -69244.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69318.289062 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -69318.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69393.515625 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -69393.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69439.117188 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -69439.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69481.390625 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -69481.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69528.859375 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -69528.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69557.109375 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -69557.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69579.640625 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -69579.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69592.015625 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -69592.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69608.820312 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -69608.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69622.515625 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -69622.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69654.179688 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -69654.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69679.898438 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -69679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69711.515625 Penalty: 3162.012207
	Iteration 21Q: 3 clusters Score -69711.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69711.515625 Penalty: 3162.012207
	Iteration 22F: 3 clusters Score -69711.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33537 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17679 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 159191 members 
Mstep: Class 9 contains 42864 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31272 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 166659 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155578 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24670 members 
Mstep: Class 24 contains 74354 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451728.000000 Penalty: 92212.148438
Iteration 279Q: 28 clusters Score -1.264517e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166117 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 33527 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17673 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 159096 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31282 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 22248 members 
Mstep: Class 14 contains 166598 members 
Mstep: Class 15 contains 20140 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1826 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155456 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24677 members 
Mstep: Class 24 contains 74344 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451552.000000 Penalty: 92212.148438
Iteration 280F: 28 clusters Score -1.264516e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 33516 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17664 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 158988 members 
Mstep: Class 9 contains 42852 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31285 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22246 members 
Mstep: Class 14 contains 166536 members 
Mstep: Class 15 contains 20109 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155354 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24682 members 
Mstep: Class 24 contains 74322 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451552.000000 Penalty: 92212.148438
Iteration 281Q: 28 clusters Score -1.264516e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 33495 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17651 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 158856 members 
Mstep: Class 9 contains 42850 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31286 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 166484 members 
Mstep: Class 15 contains 20083 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155258 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24686 members 
Mstep: Class 24 contains 74315 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451744.000000 Penalty: 92212.148438
Iteration 282Q: 28 clusters Score -1.264517e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 33489 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17640 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 158714 members 
Mstep: Class 9 contains 42844 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31290 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22262 members 
Mstep: Class 14 contains 166396 members 
Mstep: Class 15 contains 20064 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155158 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24685 members 
Mstep: Class 24 contains 74285 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 283Q: 28 clusters Score -1.264519e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 33472 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17634 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 158560 members 
Mstep: Class 9 contains 42836 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31295 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 22258 members 
Mstep: Class 14 contains 166348 members 
Mstep: Class 15 contains 20036 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155071 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24679 members 
Mstep: Class 24 contains 74262 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 284Q: 28 clusters Score -1.264519e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 33459 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17626 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 158378 members 
Mstep: Class 9 contains 42828 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31294 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 166288 members 
Mstep: Class 15 contains 20015 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154994 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24670 members 
Mstep: Class 24 contains 74243 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451712.000000 Penalty: 92212.148438
Iteration 285Q: 28 clusters Score -1.264517e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168388 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 33443 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 17617 members 
Mstep: Class 7 contains 3133 members 
Mstep: Class 8 contains 158188 members 
Mstep: Class 9 contains 42834 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31299 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 166231 members 
Mstep: Class 15 contains 19991 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154907 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24664 members 
Mstep: Class 24 contains 74209 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451576.000000 Penalty: 92212.148438
Iteration 286Q: 28 clusters Score -1.264516e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168832 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 33430 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 6 contains 17614 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 157975 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31307 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22253 members 
Mstep: Class 14 contains 166143 members 
Mstep: Class 15 contains 19957 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154830 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24665 members 
Mstep: Class 24 contains 74180 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451768.000000 Penalty: 92212.148438
Iteration 287Q: 28 clusters Score -1.264518e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169334 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 33411 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 6 contains 17609 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 157783 members 
Mstep: Class 9 contains 42833 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31314 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 22248 members 
Mstep: Class 14 contains 166020 members 
Mstep: Class 15 contains 19927 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1826 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154732 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24662 members 
Mstep: Class 24 contains 74149 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 288Q: 28 clusters Score -1.264519e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169826 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 33405 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 6 contains 17603 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 157557 members 
Mstep: Class 9 contains 42837 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31317 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22239 members 
Mstep: Class 14 contains 165908 members 
Mstep: Class 15 contains 19900 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154659 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24655 members 
Mstep: Class 24 contains 74114 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452144.000000 Penalty: 92212.148438
Iteration 289Q: 28 clusters Score -1.264521e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 33390 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 6 contains 17596 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 157365 members 
Mstep: Class 9 contains 42843 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31320 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 165822 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154579 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24657 members 
Mstep: Class 24 contains 74085 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451952.000000 Penalty: 92212.148438
Iteration 290Q: 28 clusters Score -1.26452e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 33375 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 17591 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 157195 members 
Mstep: Class 9 contains 42833 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31323 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 22218 members 
Mstep: Class 14 contains 165761 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154503 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24669 members 
Mstep: Class 24 contains 74058 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451960.000000 Penalty: 92212.148438
Iteration 291Q: 28 clusters Score -1.26452e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171067 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 33373 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17582 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 157020 members 
Mstep: Class 9 contains 42829 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31328 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 22204 members 
Mstep: Class 14 contains 165692 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154439 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24667 members 
Mstep: Class 24 contains 74039 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451944.000000 Penalty: 92212.148438
Iteration 292Q: 28 clusters Score -1.264519e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171446 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 33369 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17571 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 156878 members 
Mstep: Class 9 contains 42841 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31336 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22198 members 
Mstep: Class 14 contains 165601 members 
Mstep: Class 15 contains 19733 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154363 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24667 members 
Mstep: Class 24 contains 74020 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452192.000000 Penalty: 92212.148438
Iteration 293Q: 28 clusters Score -1.264522e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171867 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 33346 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17561 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 156716 members 
Mstep: Class 9 contains 42834 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31338 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22193 members 
Mstep: Class 14 contains 165521 members 
Mstep: Class 15 contains 19681 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1826 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154308 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24668 members 
Mstep: Class 24 contains 74000 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452224.000000 Penalty: 92212.148438
Iteration 294Q: 28 clusters Score -1.264522e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172254 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 33338 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17557 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 156552 members 
Mstep: Class 9 contains 42849 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31339 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 165460 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154238 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24659 members 
Mstep: Class 24 contains 73974 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452280.000000 Penalty: 92212.148438
Iteration 295Q: 28 clusters Score -1.264523e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 33352 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17549 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 8 contains 156316 members 
Mstep: Class 9 contains 42854 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31342 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 22190 members 
Mstep: Class 14 contains 165397 members 
Mstep: Class 15 contains 19573 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154199 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24679 members 
Mstep: Class 24 contains 73939 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452408.000000 Penalty: 92212.148438
Iteration 296Q: 28 clusters Score -1.264524e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173054 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 33357 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17543 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 156150 members 
Mstep: Class 9 contains 42854 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31338 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 22177 members 
Mstep: Class 14 contains 165310 members 
Mstep: Class 15 contains 19521 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154162 members 
Mstep: Class 20 contains 12842 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24687 members 
Mstep: Class 24 contains 73908 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452456.000000 Penalty: 92212.148438
Iteration 297Q: 28 clusters Score -1.264525e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 33356 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17538 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 155947 members 
Mstep: Class 9 contains 42848 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31338 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22161 members 
Mstep: Class 14 contains 165276 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154130 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24693 members 
Mstep: Class 24 contains 73882 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452360.000000 Penalty: 92212.148438
Iteration 298Q: 28 clusters Score -1.264524e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33336 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17529 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 155744 members 
Mstep: Class 9 contains 42823 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31340 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 165235 members 
Mstep: Class 15 contains 19424 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154067 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24694 members 
Mstep: Class 24 contains 73866 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452520.000000 Penalty: 92212.148438
Iteration 299Q: 28 clusters Score -1.264525e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33331 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17515 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 155468 members 
Mstep: Class 9 contains 42821 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31341 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 22157 members 
Mstep: Class 14 contains 165179 members 
Mstep: Class 15 contains 19382 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154034 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24695 members 
Mstep: Class 24 contains 73852 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452496.000000 Penalty: 92212.148438
Iteration 300F: 28 clusters Score -1.264525e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174784 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 33336 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17511 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 155164 members 
Mstep: Class 9 contains 42826 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31354 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22152 members 
Mstep: Class 14 contains 165152 members 
Mstep: Class 15 contains 19338 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153991 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24695 members 
Mstep: Class 24 contains 73817 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452280.000000 Penalty: 92212.148438
Iteration 301Q: 28 clusters Score -1.264523e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 33332 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17514 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 154840 members 
Mstep: Class 9 contains 42825 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31351 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 22155 members 
Mstep: Class 14 contains 165112 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153965 members 
Mstep: Class 20 contains 12841 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24709 members 
Mstep: Class 24 contains 73790 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452872.000000 Penalty: 92212.148438
Iteration 302Q: 28 clusters Score -1.264529e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 17506 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 154560 members 
Mstep: Class 9 contains 42816 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31353 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 22146 members 
Mstep: Class 14 contains 165080 members 
Mstep: Class 15 contains 19225 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153953 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24719 members 
Mstep: Class 24 contains 73754 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453104.000000 Penalty: 92212.148438
Iteration 303Q: 28 clusters Score -1.264531e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176162 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 154299 members 
Mstep: Class 9 contains 42810 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31356 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22150 members 
Mstep: Class 14 contains 165016 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153967 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24731 members 
Mstep: Class 24 contains 73714 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452944.000000 Penalty: 92212.148438
Iteration 304Q: 28 clusters Score -1.264529e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176619 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 6 contains 17484 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 153999 members 
Mstep: Class 9 contains 42808 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31355 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 22144 members 
Mstep: Class 14 contains 164953 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153991 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24746 members 
Mstep: Class 24 contains 73681 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452920.000000 Penalty: 92212.148438
Iteration 305Q: 28 clusters Score -1.264529e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176991 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 33328 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 17465 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 153718 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31367 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22145 members 
Mstep: Class 14 contains 164931 members 
Mstep: Class 15 contains 19039 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153997 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24766 members 
Mstep: Class 24 contains 73660 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452800.000000 Penalty: 92212.148438
Iteration 306Q: 28 clusters Score -1.264528e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177319 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 33323 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 17448 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 153548 members 
Mstep: Class 9 contains 42787 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31369 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22147 members 
Mstep: Class 14 contains 164913 members 
Mstep: Class 15 contains 18961 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153988 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24782 members 
Mstep: Class 24 contains 73635 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452896.000000 Penalty: 92212.148438
Iteration 307Q: 28 clusters Score -1.264529e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177639 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 33321 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 17434 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 153339 members 
Mstep: Class 9 contains 42773 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31382 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 22153 members 
Mstep: Class 14 contains 164939 members 
Mstep: Class 15 contains 18873 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153983 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24798 members 
Mstep: Class 24 contains 73602 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452816.000000 Penalty: 92212.148438
Iteration 308Q: 28 clusters Score -1.264528e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177940 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 33323 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 17416 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 153117 members 
Mstep: Class 9 contains 42767 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31387 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 164997 members 
Mstep: Class 15 contains 18788 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153969 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24812 members 
Mstep: Class 24 contains 73567 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452736.000000 Penalty: 92212.148438
Iteration 309Q: 28 clusters Score -1.264527e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178232 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 33330 members 
Mstep: Class 5 contains 7288 members 
Mstep: Class 6 contains 17399 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 152900 members 
Mstep: Class 9 contains 42765 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 22158 members 
Mstep: Class 14 contains 165045 members 
Mstep: Class 15 contains 18730 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153949 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24834 members 
Mstep: Class 24 contains 73526 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452528.000000 Penalty: 92212.148438
Iteration 310Q: 28 clusters Score -1.264525e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 33339 members 
Mstep: Class 5 contains 7288 members 
Mstep: Class 6 contains 17391 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 152653 members 
Mstep: Class 9 contains 42751 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31410 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22161 members 
Mstep: Class 14 contains 165100 members 
Mstep: Class 15 contains 18678 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153950 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24854 members 
Mstep: Class 24 contains 73494 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452840.000000 Penalty: 92212.148438
Iteration 311Q: 28 clusters Score -1.264528e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178739 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 33341 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 17387 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 152430 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31409 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 22158 members 
Mstep: Class 14 contains 165181 members 
Mstep: Class 15 contains 18623 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 153968 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24870 members 
Mstep: Class 24 contains 73449 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452840.000000 Penalty: 92212.148438
Iteration 312Q: 28 clusters Score -1.264528e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33347 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 17381 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 152251 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31406 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22161 members 
Mstep: Class 14 contains 165227 members 
Mstep: Class 15 contains 18558 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154013 members 
Mstep: Class 20 contains 12855 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24879 members 
Mstep: Class 24 contains 73405 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452720.000000 Penalty: 92212.148438
Iteration 313Q: 28 clusters Score -1.264527e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33350 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 152127 members 
Mstep: Class 9 contains 42764 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31405 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 165289 members 
Mstep: Class 15 contains 18492 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154059 members 
Mstep: Class 20 contains 12855 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24888 members 
Mstep: Class 24 contains 73354 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452888.000000 Penalty: 92212.148438
Iteration 314Q: 28 clusters Score -1.264529e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179126 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33341 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17368 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 152010 members 
Mstep: Class 9 contains 42774 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31407 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 165355 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154142 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24911 members 
Mstep: Class 24 contains 73298 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452736.000000 Penalty: 92212.148438
Iteration 315Q: 28 clusters Score -1.264527e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33334 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 17363 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 151899 members 
Mstep: Class 9 contains 42782 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31414 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 165412 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154235 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24926 members 
Mstep: Class 24 contains 73255 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452576.000000 Penalty: 92212.148438
Iteration 316Q: 28 clusters Score -1.264526e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33329 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 151796 members 
Mstep: Class 9 contains 42791 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31413 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 22155 members 
Mstep: Class 14 contains 165479 members 
Mstep: Class 15 contains 18271 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154331 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24945 members 
Mstep: Class 24 contains 73233 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452808.000000 Penalty: 92212.148438
Iteration 317Q: 28 clusters Score -1.264528e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179224 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33328 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17348 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 151690 members 
Mstep: Class 9 contains 42786 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 31416 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 14 contains 165580 members 
Mstep: Class 15 contains 18218 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154430 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24956 members 
Mstep: Class 24 contains 73199 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1356 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452808.000000 Penalty: 92212.148438
Iteration 318Q: 28 clusters Score -1.264528e+08 nChanged 1220
Entering ConstructFrom: 
Score: -126452808.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (179235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Entering Unmasked Estep 
Score: -24207926.000000 Penalty: 2999.920166
	Iteration 0F: 2 clusters Score -2.420793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -24091118.000000 Penalty: 5999.840332
	Iteration 0F: 3 clusters Score -2.409112e+07 nChanged 85703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -24140652.000000 Penalty: 5999.840332
	Iteration 1F: 3 clusters Score -2.414065e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -24141214.000000 Penalty: 5999.840332
	Iteration 2Q: 3 clusters Score -2.414121e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -24142092.000000 Penalty: 5999.840332
	Iteration 3Q: 3 clusters Score -2.414209e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -24143236.000000 Penalty: 5999.840332
	Iteration 4Q: 3 clusters Score -2.414324e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -24144722.000000 Penalty: 5999.840332
	Iteration 5Q: 3 clusters Score -2.414472e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -24147242.000000 Penalty: 5999.840332
	Iteration 6Q: 3 clusters Score -2.414724e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -24151792.000000 Penalty: 5999.840332
	Iteration 7Q: 3 clusters Score -2.415179e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -24159074.000000 Penalty: 5999.840332
	Iteration 8F: 3 clusters Score -2.415907e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -24168180.000000 Penalty: 5999.840332
	Iteration 9F: 3 clusters Score -2.416818e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142101 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -24178402.000000 Penalty: 5999.840332
	Iteration 10F: 3 clusters Score -2.41784e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -24186624.000000 Penalty: 5999.840332
	Iteration 11F: 3 clusters Score -2.418662e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -24191750.000000 Penalty: 5999.840332
	Iteration 12Q: 3 clusters Score -2.419175e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -24194762.000000 Penalty: 5999.840332
	Iteration 13Q: 3 clusters Score -2.419476e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -24196278.000000 Penalty: 5999.840332
	Iteration 14Q: 3 clusters Score -2.419628e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -24197428.000000 Penalty: 5999.840332
	Iteration 15Q: 3 clusters Score -2.419743e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -24198218.000000 Penalty: 5999.840332
	Iteration 16Q: 3 clusters Score -2.419822e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -24198910.000000 Penalty: 5999.840332
	Iteration 17Q: 3 clusters Score -2.419891e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -24199662.000000 Penalty: 5999.840332
	Iteration 18Q: 3 clusters Score -2.419966e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -24200390.000000 Penalty: 5999.840332
	Iteration 19Q: 3 clusters Score -2.420039e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -24201020.000000 Penalty: 5999.840332
	Iteration 20F: 3 clusters Score -2.420102e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -24201614.000000 Penalty: 5999.840332
	Iteration 21Q: 3 clusters Score -2.420161e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172375 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -24202266.000000 Penalty: 5999.840332
	Iteration 22Q: 3 clusters Score -2.420227e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173323 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -24202782.000000 Penalty: 5999.840332
	Iteration 23Q: 3 clusters Score -2.420278e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174135 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -24203108.000000 Penalty: 5999.840332
	Iteration 24Q: 3 clusters Score -2.420311e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -24203512.000000 Penalty: 5999.840332
	Iteration 25Q: 3 clusters Score -2.420351e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175515 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -24203822.000000 Penalty: 5999.840332
	Iteration 26Q: 3 clusters Score -2.420382e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176047 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -24204010.000000 Penalty: 5999.840332
	Iteration 27Q: 3 clusters Score -2.420401e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -24204262.000000 Penalty: 5999.840332
	Iteration 28Q: 3 clusters Score -2.420426e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -24204446.000000 Penalty: 5999.840332
	Iteration 29Q: 3 clusters Score -2.420445e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177037 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -24204588.000000 Penalty: 5999.840332
	Iteration 30Q: 3 clusters Score -2.420459e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177246 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -24204698.000000 Penalty: 5999.840332
	Iteration 31Q: 3 clusters Score -2.42047e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177402 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -24204718.000000 Penalty: 5999.840332
	Iteration 32Q: 3 clusters Score -2.420472e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177526 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -24204780.000000 Penalty: 5999.840332
	Iteration 33Q: 3 clusters Score -2.420478e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -24204828.000000 Penalty: 5999.840332
	Iteration 34Q: 3 clusters Score -2.420483e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -24204858.000000 Penalty: 5999.840332
	Iteration 35Q: 3 clusters Score -2.420486e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177813 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -24204920.000000 Penalty: 5999.840332
	Iteration 36Q: 3 clusters Score -2.420492e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -24204956.000000 Penalty: 5999.840332
	Iteration 37Q: 3 clusters Score -2.420496e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -24204998.000000 Penalty: 5999.840332
	Iteration 38Q: 3 clusters Score -2.4205e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24205016.000000 Penalty: 5999.840332
	Iteration 39Q: 3 clusters Score -2.420502e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178003 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -24205038.000000 Penalty: 5999.840332
	Iteration 40F: 3 clusters Score -2.420504e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -24205100.000000 Penalty: 5999.840332
	Iteration 41Q: 3 clusters Score -2.42051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24205122.000000 Penalty: 5999.840332
	Iteration 42Q: 3 clusters Score -2.420512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178107 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -24205150.000000 Penalty: 5999.840332
	Iteration 43Q: 3 clusters Score -2.420515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178128 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -24205168.000000 Penalty: 5999.840332
	Iteration 44Q: 3 clusters Score -2.420517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24205190.000000 Penalty: 5999.840332
	Iteration 45Q: 3 clusters Score -2.420519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178160 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -24205180.000000 Penalty: 5999.840332
	Iteration 46Q: 3 clusters Score -2.420518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -24205188.000000 Penalty: 5999.840332
	Iteration 47Q: 3 clusters Score -2.420519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178176 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24205196.000000 Penalty: 5999.840332
	Iteration 48Q: 3 clusters Score -2.42052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178179 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -24205184.000000 Penalty: 5999.840332
	Iteration 49Q: 3 clusters Score -2.420518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178182 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -24205176.000000 Penalty: 5999.840332
	Iteration 50Q: 3 clusters Score -2.420518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178187 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -24205198.000000 Penalty: 5999.840332
	Iteration 51Q: 3 clusters Score -2.42052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -24205194.000000 Penalty: 5999.840332
	Iteration 52Q: 3 clusters Score -2.420519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -24205196.000000 Penalty: 5999.840332
	Iteration 53Q: 3 clusters Score -2.42052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -24205196.000000 Penalty: 5999.840332
	Iteration 54F: 3 clusters Score -2.42052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -341953.437500 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -341953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -339009.937500 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -339009.9 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -339557.093750 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -339557.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -339695.906250 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -339695.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -339762.781250 Penalty: 3889.380615
	Iteration 3Q: 3 clusters Score -339762.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -339802.750000 Penalty: 3889.380615
	Iteration 4Q: 3 clusters Score -339802.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -339826.062500 Penalty: 3889.380615
	Iteration 5Q: 3 clusters Score -339826.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -339844.437500 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -339844.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -339861.187500 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -339861.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -339877.125000 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -339877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -339887.968750 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -339888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -339898.093750 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -339898.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -339906.687500 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -339906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -339910.625000 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -339910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -339916.562500 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -339916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -339919.250000 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -339919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -339920.718750 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -339920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -339925.187500 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -339925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -339932.218750 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -339932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -339937.843750 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -339937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339942.062500 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -339942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -339944.843750 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -339944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339946.562500 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -339946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339950.343750 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -339950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -339953.937500 Penalty: 3889.380615
	Iteration 23Q: 3 clusters Score -339953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -339956.968750 Penalty: 3889.380615
	Iteration 24Q: 3 clusters Score -339957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -339960.093750 Penalty: 3889.380615
	Iteration 25Q: 3 clusters Score -339960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -339961.281250 Penalty: 3889.380615
	Iteration 26Q: 3 clusters Score -339961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -339962.375000 Penalty: 3889.380615
	Iteration 27Q: 3 clusters Score -339962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -339964.625000 Penalty: 3889.380615
	Iteration 28Q: 3 clusters Score -339964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -339965.906250 Penalty: 3889.380615
	Iteration 29Q: 3 clusters Score -339965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -339965.937500 Penalty: 3889.380615
	Iteration 30Q: 3 clusters Score -339965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -339967.875000 Penalty: 3889.380615
	Iteration 31Q: 3 clusters Score -339967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -339968.125000 Penalty: 3889.380615
	Iteration 32Q: 3 clusters Score -339968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -339968.593750 Penalty: 3889.380615
	Iteration 33Q: 3 clusters Score -339968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -339969.406250 Penalty: 3889.380615
	Iteration 34Q: 3 clusters Score -339969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -339969.593750 Penalty: 3889.380615
	Iteration 35Q: 3 clusters Score -339969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -339969.593750 Penalty: 3889.380615
	Iteration 36F: 3 clusters Score -339969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Entering Unmasked Estep 
Score: -4564952.000000 Penalty: 2582.732178
	Iteration 0F: 2 clusters Score -4564952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4542122.000000 Penalty: 5165.464355
	Iteration 0F: 3 clusters Score -4542122 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4550265.500000 Penalty: 5165.464355
	Iteration 1F: 3 clusters Score -4550266 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4550761.500000 Penalty: 5165.464355
	Iteration 2Q: 3 clusters Score -4550762 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4551289.500000 Penalty: 5165.464355
	Iteration 3Q: 3 clusters Score -4551290 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4551934.000000 Penalty: 5165.464355
	Iteration 4Q: 3 clusters Score -4551934 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4552965.000000 Penalty: 5165.464355
	Iteration 5F: 3 clusters Score -4552965 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4554512.500000 Penalty: 5165.464355
	Iteration 6F: 3 clusters Score -4554512 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4556725.500000 Penalty: 5165.464355
	Iteration 7F: 3 clusters Score -4556726 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4559023.500000 Penalty: 5165.464355
	Iteration 8F: 3 clusters Score -4559024 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4560882.500000 Penalty: 5165.464355
	Iteration 9F: 3 clusters Score -4560882 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4561850.000000 Penalty: 5165.464355
	Iteration 10Q: 3 clusters Score -4561850 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4562304.000000 Penalty: 5165.464355
	Iteration 11Q: 3 clusters Score -4562304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4562467.500000 Penalty: 5165.464355
	Iteration 12Q: 3 clusters Score -4562468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4562533.000000 Penalty: 5165.464355
	Iteration 13Q: 3 clusters Score -4562533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4562576.500000 Penalty: 5165.464355
	Iteration 14Q: 3 clusters Score -4562576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4562604.500000 Penalty: 5165.464355
	Iteration 15Q: 3 clusters Score -4562604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4562624.000000 Penalty: 5165.464355
	Iteration 16Q: 3 clusters Score -4562624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4562634.000000 Penalty: 5165.464355
	Iteration 17Q: 3 clusters Score -4562634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4562642.500000 Penalty: 5165.464355
	Iteration 18Q: 3 clusters Score -4562642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4562653.000000 Penalty: 5165.464355
	Iteration 19Q: 3 clusters Score -4562653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4562653.500000 Penalty: 5165.464355
	Iteration 20F: 3 clusters Score -4562654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4562655.500000 Penalty: 5165.464355
	Iteration 21Q: 3 clusters Score -4562656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4562655.500000 Penalty: 5165.464355
	Iteration 22F: 3 clusters Score -4562656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -937990.937500 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -937990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -932048.062500 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -932048.1 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -933642.812500 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -933642.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -933954.250000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -933954.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -934265.125000 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -934265.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -934564.937500 Penalty: 4411.007812
	Iteration 4F: 3 clusters Score -934564.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -934844.437500 Penalty: 4411.007812
	Iteration 5F: 3 clusters Score -934844.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -935093.125000 Penalty: 4411.007812
	Iteration 6F: 3 clusters Score -935093.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -935334.937500 Penalty: 4411.007812
	Iteration 7F: 3 clusters Score -935334.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -935556.937500 Penalty: 4411.007812
	Iteration 8F: 3 clusters Score -935556.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -935726.937500 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -935726.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -935885.250000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -935885.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -936026.562500 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -936026.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -936151.500000 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -936151.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -936253.062500 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -936253.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -936322.812500 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -936322.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -936382.375000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -936382.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -936428.875000 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -936428.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -936462.625000 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -936462.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -936489.500000 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -936489.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -936512.750000 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -936512.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -936533.687500 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -936533.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -936552.312500 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -936552.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -936570.125000 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -936570.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -936593.812500 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -936593.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -936615.312500 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -936615.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -936630.437500 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -936630.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -936645.562500 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -936645.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -936661.312500 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -936661.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -936675.375000 Penalty: 4411.007812
	Iteration 28Q: 3 clusters Score -936675.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -936689.562500 Penalty: 4411.007812
	Iteration 29Q: 3 clusters Score -936689.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -936702.812500 Penalty: 4411.007812
	Iteration 30Q: 3 clusters Score -936702.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -936716.250000 Penalty: 4411.007812
	Iteration 31Q: 3 clusters Score -936716.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -936724.937500 Penalty: 4411.007812
	Iteration 32Q: 3 clusters Score -936724.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -936734.625000 Penalty: 4411.007812
	Iteration 33Q: 3 clusters Score -936734.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -936746.625000 Penalty: 4411.007812
	Iteration 34Q: 3 clusters Score -936746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -936754.187500 Penalty: 4411.007812
	Iteration 35Q: 3 clusters Score -936754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -936758.312500 Penalty: 4411.007812
	Iteration 36Q: 3 clusters Score -936758.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -936765.187500 Penalty: 4411.007812
	Iteration 37Q: 3 clusters Score -936765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -936769.562500 Penalty: 4411.007812
	Iteration 38Q: 3 clusters Score -936769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -936772.500000 Penalty: 4411.007812
	Iteration 39Q: 3 clusters Score -936772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -936774.875000 Penalty: 4411.007812
	Iteration 40F: 3 clusters Score -936774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -936774.687500 Penalty: 4411.007812
	Iteration 41Q: 3 clusters Score -936774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -936775.500000 Penalty: 4411.007812
	Iteration 42Q: 3 clusters Score -936775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -936781.312500 Penalty: 4411.007812
	Iteration 43Q: 3 clusters Score -936781.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -936787.875000 Penalty: 4411.007812
	Iteration 44Q: 3 clusters Score -936787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -936791.687500 Penalty: 4411.007812
	Iteration 45Q: 3 clusters Score -936791.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -936797.812500 Penalty: 4411.007812
	Iteration 46Q: 3 clusters Score -936797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -936800.875000 Penalty: 4411.007812
	Iteration 47Q: 3 clusters Score -936800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -936806.062500 Penalty: 4411.007812
	Iteration 48Q: 3 clusters Score -936806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -936807.000000 Penalty: 4411.007812
	Iteration 49Q: 3 clusters Score -936807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -936811.062500 Penalty: 4411.007812
	Iteration 50Q: 3 clusters Score -936811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -936812.250000 Penalty: 4411.007812
	Iteration 51Q: 3 clusters Score -936812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -936815.437500 Penalty: 4411.007812
	Iteration 52Q: 3 clusters Score -936815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -936816.000000 Penalty: 4411.007812
	Iteration 53Q: 3 clusters Score -936816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -936820.000000 Penalty: 4411.007812
	Iteration 54Q: 3 clusters Score -936820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -936822.687500 Penalty: 4411.007812
	Iteration 55Q: 3 clusters Score -936822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -936826.562500 Penalty: 4411.007812
	Iteration 56Q: 3 clusters Score -936826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -936829.125000 Penalty: 4411.007812
	Iteration 57Q: 3 clusters Score -936829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -936833.250000 Penalty: 4411.007812
	Iteration 58Q: 3 clusters Score -936833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -936836.687500 Penalty: 4411.007812
	Iteration 59Q: 3 clusters Score -936836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -936839.687500 Penalty: 4411.007812
	Iteration 60F: 3 clusters Score -936839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -936842.375000 Penalty: 4411.007812
	Iteration 61Q: 3 clusters Score -936842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -936844.187500 Penalty: 4411.007812
	Iteration 62Q: 3 clusters Score -936844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -936844.375000 Penalty: 4411.007812
	Iteration 63Q: 3 clusters Score -936844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -936845.812500 Penalty: 4411.007812
	Iteration 64Q: 3 clusters Score -936845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -936845.062500 Penalty: 4411.007812
	Iteration 65Q: 3 clusters Score -936845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -936844.500000 Penalty: 4411.007812
	Iteration 66Q: 3 clusters Score -936844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -936844.812500 Penalty: 4411.007812
	Iteration 67Q: 3 clusters Score -936844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -936849.062500 Penalty: 4411.007812
	Iteration 68Q: 3 clusters Score -936849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -936852.312500 Penalty: 4411.007812
	Iteration 69Q: 3 clusters Score -936852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -936856.000000 Penalty: 4411.007812
	Iteration 70Q: 3 clusters Score -936856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -936861.500000 Penalty: 4411.007812
	Iteration 71Q: 3 clusters Score -936861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -936863.125000 Penalty: 4411.007812
	Iteration 72Q: 3 clusters Score -936863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -936864.250000 Penalty: 4411.007812
	Iteration 73Q: 3 clusters Score -936864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -936865.500000 Penalty: 4411.007812
	Iteration 74Q: 3 clusters Score -936865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -936867.875000 Penalty: 4411.007812
	Iteration 75Q: 3 clusters Score -936867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -936870.375000 Penalty: 4411.007812
	Iteration 76Q: 3 clusters Score -936870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -936874.500000 Penalty: 4411.007812
	Iteration 77Q: 3 clusters Score -936874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -936874.625000 Penalty: 4411.007812
	Iteration 78Q: 3 clusters Score -936874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -936876.000000 Penalty: 4411.007812
	Iteration 79Q: 3 clusters Score -936876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -936877.187500 Penalty: 4411.007812
	Iteration 80F: 3 clusters Score -936877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -936880.250000 Penalty: 4411.007812
	Iteration 81Q: 3 clusters Score -936880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -936883.250000 Penalty: 4411.007812
	Iteration 82Q: 3 clusters Score -936883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -936886.125000 Penalty: 4411.007812
	Iteration 83Q: 3 clusters Score -936886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -936891.062500 Penalty: 4411.007812
	Iteration 84Q: 3 clusters Score -936891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -936894.437500 Penalty: 4411.007812
	Iteration 85Q: 3 clusters Score -936894.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -936899.375000 Penalty: 4411.007812
	Iteration 86Q: 3 clusters Score -936899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -936901.937500 Penalty: 4411.007812
	Iteration 87Q: 3 clusters Score -936901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -936905.500000 Penalty: 4411.007812
	Iteration 88Q: 3 clusters Score -936905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -936905.937500 Penalty: 4411.007812
	Iteration 89Q: 3 clusters Score -936905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -936905.875000 Penalty: 4411.007812
	Iteration 90Q: 3 clusters Score -936905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -936906.812500 Penalty: 4411.007812
	Iteration 91Q: 3 clusters Score -936906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -936907.875000 Penalty: 4411.007812
	Iteration 92Q: 3 clusters Score -936907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -936912.187500 Penalty: 4411.007812
	Iteration 93Q: 3 clusters Score -936912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -936915.062500 Penalty: 4411.007812
	Iteration 94Q: 3 clusters Score -936915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -936920.625000 Penalty: 4411.007812
	Iteration 95Q: 3 clusters Score -936920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -936922.250000 Penalty: 4411.007812
	Iteration 96Q: 3 clusters Score -936922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -936922.437500 Penalty: 4411.007812
	Iteration 97Q: 3 clusters Score -936922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -936922.437500 Penalty: 4411.007812
	Iteration 98F: 3 clusters Score -936922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Entering Unmasked Estep 
Score: -2240589.250000 Penalty: 2420.671143
	Iteration 0F: 2 clusters Score -2240589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2228315.750000 Penalty: 4841.342285
	Iteration 0F: 3 clusters Score -2228316 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2232236.000000 Penalty: 4841.342285
	Iteration 1F: 3 clusters Score -2232236 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2232580.000000 Penalty: 4841.342285
	Iteration 2F: 3 clusters Score -2232580 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2232883.250000 Penalty: 4841.342285
	Iteration 3Q: 3 clusters Score -2232883 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2233204.250000 Penalty: 4841.342285
	Iteration 4Q: 3 clusters Score -2233204 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2233591.500000 Penalty: 4841.342285
	Iteration 5Q: 3 clusters Score -2233592 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2234138.250000 Penalty: 4841.342285
	Iteration 6Q: 3 clusters Score -2234138 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2234754.750000 Penalty: 4841.342285
	Iteration 7F: 3 clusters Score -2234755 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2235297.750000 Penalty: 4841.342285
	Iteration 8F: 3 clusters Score -2235298 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2235794.000000 Penalty: 4841.342285
	Iteration 9F: 3 clusters Score -2235794 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2236253.500000 Penalty: 4841.342285
	Iteration 10Q: 3 clusters Score -2236254 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2236679.250000 Penalty: 4841.342285
	Iteration 11Q: 3 clusters Score -2236679 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2237077.500000 Penalty: 4841.342285
	Iteration 12Q: 3 clusters Score -2237078 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2237459.000000 Penalty: 4841.342285
	Iteration 13Q: 3 clusters Score -2237459 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2237766.500000 Penalty: 4841.342285
	Iteration 14Q: 3 clusters Score -2237766 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2238038.000000 Penalty: 4841.342285
	Iteration 15Q: 3 clusters Score -2238038 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2238269.750000 Penalty: 4841.342285
	Iteration 16Q: 3 clusters Score -2238270 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2238478.500000 Penalty: 4841.342285
	Iteration 17Q: 3 clusters Score -2238478 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2238708.250000 Penalty: 4841.342285
	Iteration 18Q: 3 clusters Score -2238708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2238911.000000 Penalty: 4841.342285
	Iteration 19Q: 3 clusters Score -2238911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2239066.500000 Penalty: 4841.342285
	Iteration 20F: 3 clusters Score -2239066 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2239161.250000 Penalty: 4841.342285
	Iteration 21Q: 3 clusters Score -2239161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2239237.250000 Penalty: 4841.342285
	Iteration 22Q: 3 clusters Score -2239237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2239286.000000 Penalty: 4841.342285
	Iteration 23Q: 3 clusters Score -2239286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2239320.750000 Penalty: 4841.342285
	Iteration 24Q: 3 clusters Score -2239321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2239349.750000 Penalty: 4841.342285
	Iteration 25Q: 3 clusters Score -2239350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2239365.750000 Penalty: 4841.342285
	Iteration 26Q: 3 clusters Score -2239366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2239372.500000 Penalty: 4841.342285
	Iteration 27Q: 3 clusters Score -2239372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2239382.750000 Penalty: 4841.342285
	Iteration 28Q: 3 clusters Score -2239383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2239392.000000 Penalty: 4841.342285
	Iteration 29Q: 3 clusters Score -2239392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2239393.750000 Penalty: 4841.342285
	Iteration 30Q: 3 clusters Score -2239394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2239399.750000 Penalty: 4841.342285
	Iteration 31Q: 3 clusters Score -2239400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2239403.000000 Penalty: 4841.342285
	Iteration 32Q: 3 clusters Score -2239403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2239402.250000 Penalty: 4841.342285
	Iteration 33Q: 3 clusters Score -2239402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2239404.250000 Penalty: 4841.342285
	Iteration 34Q: 3 clusters Score -2239404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2239404.500000 Penalty: 4841.342285
	Iteration 35Q: 3 clusters Score -2239404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2239403.250000 Penalty: 4841.342285
	Iteration 36Q: 3 clusters Score -2239403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2239402.500000 Penalty: 4841.342285
	Iteration 37Q: 3 clusters Score -2239402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2239404.250000 Penalty: 4841.342285
	Iteration 38Q: 3 clusters Score -2239404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2239405.000000 Penalty: 4841.342285
	Iteration 39Q: 3 clusters Score -2239405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2239405.000000 Penalty: 4841.342285
	Iteration 40F: 3 clusters Score -2239405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -385145.875000 Penalty: 1970.936646
	Iteration 0F: 2 clusters Score -385145.9 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 1400 members 
Entering Unmasked Estep 
Score: -381989.375000 Penalty: 3941.873291
	Iteration 0F: 3 clusters Score -381989.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -382552.593750 Penalty: 3941.873291
	Iteration 1F: 3 clusters Score -382552.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -382700.968750 Penalty: 3941.873291
	Iteration 2F: 3 clusters Score -382701 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -382795.500000 Penalty: 3941.873291
	Iteration 3Q: 3 clusters Score -382795.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382849.312500 Penalty: 3941.873291
	Iteration 4Q: 3 clusters Score -382849.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -382889.031250 Penalty: 3941.873291
	Iteration 5Q: 3 clusters Score -382889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382920.093750 Penalty: 3941.873291
	Iteration 6Q: 3 clusters Score -382920.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -382942.562500 Penalty: 3941.873291
	Iteration 7Q: 3 clusters Score -382942.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -382962.843750 Penalty: 3941.873291
	Iteration 8Q: 3 clusters Score -382962.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -382983.000000 Penalty: 3941.873291
	Iteration 9Q: 3 clusters Score -382983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -383002.187500 Penalty: 3941.873291
	Iteration 10Q: 3 clusters Score -383002.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -383018.625000 Penalty: 3941.873291
	Iteration 11Q: 3 clusters Score -383018.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -383029.593750 Penalty: 3941.873291
	Iteration 12Q: 3 clusters Score -383029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -383035.000000 Penalty: 3941.873291
	Iteration 13Q: 3 clusters Score -383035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -383041.093750 Penalty: 3941.873291
	Iteration 14Q: 3 clusters Score -383041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -383046.031250 Penalty: 3941.873291
	Iteration 15Q: 3 clusters Score -383046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -383049.562500 Penalty: 3941.873291
	Iteration 16Q: 3 clusters Score -383049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -383052.625000 Penalty: 3941.873291
	Iteration 17Q: 3 clusters Score -383052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -383053.500000 Penalty: 3941.873291
	Iteration 18Q: 3 clusters Score -383053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -383054.218750 Penalty: 3941.873291
	Iteration 19Q: 3 clusters Score -383054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383056.156250 Penalty: 3941.873291
	Iteration 20F: 3 clusters Score -383056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -383058.375000 Penalty: 3941.873291
	Iteration 21Q: 3 clusters Score -383058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -383060.093750 Penalty: 3941.873291
	Iteration 22Q: 3 clusters Score -383060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -383061.562500 Penalty: 3941.873291
	Iteration 23Q: 3 clusters Score -383061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -383063.062500 Penalty: 3941.873291
	Iteration 24Q: 3 clusters Score -383063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -383066.500000 Penalty: 3941.873291
	Iteration 25Q: 3 clusters Score -383066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -383068.781250 Penalty: 3941.873291
	Iteration 26Q: 3 clusters Score -383068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -383071.593750 Penalty: 3941.873291
	Iteration 27Q: 3 clusters Score -383071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -383072.218750 Penalty: 3941.873291
	Iteration 28Q: 3 clusters Score -383072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -383074.281250 Penalty: 3941.873291
	Iteration 29Q: 3 clusters Score -383074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -383074.125000 Penalty: 3941.873291
	Iteration 30Q: 3 clusters Score -383074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -383076.000000 Penalty: 3941.873291
	Iteration 31Q: 3 clusters Score -383076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -383076.187500 Penalty: 3941.873291
	Iteration 32Q: 3 clusters Score -383076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -383076.062500 Penalty: 3941.873291
	Iteration 33Q: 3 clusters Score -383076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -383076.062500 Penalty: 3941.873291
	Iteration 34F: 3 clusters Score -383076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (151538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151538 members 
Entering Unmasked Estep 
Score: -20556962.000000 Penalty: 2958.290771
	Iteration 0F: 2 clusters Score -2.055696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -20456272.000000 Penalty: 5916.581543
	Iteration 0F: 3 clusters Score -2.045627e+07 nChanged 72241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -20497898.000000 Penalty: 5916.581543
	Iteration 1F: 3 clusters Score -2.04979e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -20498848.000000 Penalty: 5916.581543
	Iteration 2Q: 3 clusters Score -2.049885e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -20500114.000000 Penalty: 5916.581543
	Iteration 3Q: 3 clusters Score -2.050011e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -20501536.000000 Penalty: 5916.581543
	Iteration 4Q: 3 clusters Score -2.050154e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -20503840.000000 Penalty: 5916.581543
	Iteration 5Q: 3 clusters Score -2.050384e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -20506942.000000 Penalty: 5916.581543
	Iteration 6Q: 3 clusters Score -2.050694e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -20511764.000000 Penalty: 5916.581543
	Iteration 7F: 3 clusters Score -2.051176e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -20518556.000000 Penalty: 5916.581543
	Iteration 8F: 3 clusters Score -2.051856e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -20526432.000000 Penalty: 5916.581543
	Iteration 9F: 3 clusters Score -2.052643e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -20532650.000000 Penalty: 5916.581543
	Iteration 10F: 3 clusters Score -2.053265e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -20535434.000000 Penalty: 5916.581543
	Iteration 11Q: 3 clusters Score -2.053543e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 104465 members 
Entering Unmasked Estep 
Score: -20536598.000000 Penalty: 5916.581543
	Iteration 12Q: 3 clusters Score -2.05366e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -20537232.000000 Penalty: 5916.581543
	Iteration 13Q: 3 clusters Score -2.053723e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -20537696.000000 Penalty: 5916.581543
	Iteration 14Q: 3 clusters Score -2.05377e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -20538202.000000 Penalty: 5916.581543
	Iteration 15Q: 3 clusters Score -2.05382e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -20538668.000000 Penalty: 5916.581543
	Iteration 16Q: 3 clusters Score -2.053867e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -20539136.000000 Penalty: 5916.581543
	Iteration 17Q: 3 clusters Score -2.053914e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -20539706.000000 Penalty: 5916.581543
	Iteration 18Q: 3 clusters Score -2.053971e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -20540196.000000 Penalty: 5916.581543
	Iteration 19Q: 3 clusters Score -2.05402e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 118821 members 
Entering Unmasked Estep 
Score: -20540684.000000 Penalty: 5916.581543
	Iteration 20F: 3 clusters Score -2.054068e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -20541218.000000 Penalty: 5916.581543
	Iteration 21Q: 3 clusters Score -2.054122e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -20541748.000000 Penalty: 5916.581543
	Iteration 22Q: 3 clusters Score -2.054175e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 124315 members 
Entering Unmasked Estep 
Score: -20542340.000000 Penalty: 5916.581543
	Iteration 23Q: 3 clusters Score -2.054234e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 126206 members 
Entering Unmasked Estep 
Score: -20543006.000000 Penalty: 5916.581543
	Iteration 24Q: 3 clusters Score -2.054301e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 128070 members 
Entering Unmasked Estep 
Score: -20543798.000000 Penalty: 5916.581543
	Iteration 25Q: 3 clusters Score -2.05438e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -20544732.000000 Penalty: 5916.581543
	Iteration 26Q: 3 clusters Score -2.054473e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 131821 members 
Entering Unmasked Estep 
Score: -20545366.000000 Penalty: 5916.581543
	Iteration 27Q: 3 clusters Score -2.054537e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -20546146.000000 Penalty: 5916.581543
	Iteration 28Q: 3 clusters Score -2.054615e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -20546892.000000 Penalty: 5916.581543
	Iteration 29Q: 3 clusters Score -2.054689e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -20547680.000000 Penalty: 5916.581543
	Iteration 30Q: 3 clusters Score -2.054768e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 138490 members 
Entering Unmasked Estep 
Score: -20548370.000000 Penalty: 5916.581543
	Iteration 31Q: 3 clusters Score -2.054837e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 139916 members 
Entering Unmasked Estep 
Score: -20549054.000000 Penalty: 5916.581543
	Iteration 32Q: 3 clusters Score -2.054905e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 141239 members 
Entering Unmasked Estep 
Score: -20549794.000000 Penalty: 5916.581543
	Iteration 33Q: 3 clusters Score -2.054979e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 142429 members 
Entering Unmasked Estep 
Score: -20550384.000000 Penalty: 5916.581543
	Iteration 34Q: 3 clusters Score -2.055038e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -20550980.000000 Penalty: 5916.581543
	Iteration 35Q: 3 clusters Score -2.055098e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 144388 members 
Entering Unmasked Estep 
Score: -20551372.000000 Penalty: 5916.581543
	Iteration 36Q: 3 clusters Score -2.055137e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 145149 members 
Entering Unmasked Estep 
Score: -20551682.000000 Penalty: 5916.581543
	Iteration 37Q: 3 clusters Score -2.055168e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 145847 members 
Entering Unmasked Estep 
Score: -20552036.000000 Penalty: 5916.581543
	Iteration 38Q: 3 clusters Score -2.055204e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 146472 members 
Entering Unmasked Estep 
Score: -20552322.000000 Penalty: 5916.581543
	Iteration 39Q: 3 clusters Score -2.055232e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 147052 members 
Entering Unmasked Estep 
Score: -20552566.000000 Penalty: 5916.581543
	Iteration 40F: 3 clusters Score -2.055257e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -20552816.000000 Penalty: 5916.581543
	Iteration 41Q: 3 clusters Score -2.055282e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -20553018.000000 Penalty: 5916.581543
	Iteration 42Q: 3 clusters Score -2.055302e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -20553226.000000 Penalty: 5916.581543
	Iteration 43Q: 3 clusters Score -2.055323e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -20553402.000000 Penalty: 5916.581543
	Iteration 44Q: 3 clusters Score -2.05534e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -20553476.000000 Penalty: 5916.581543
	Iteration 45Q: 3 clusters Score -2.055348e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 148875 members 
Entering Unmasked Estep 
Score: -20553566.000000 Penalty: 5916.581543
	Iteration 46Q: 3 clusters Score -2.055357e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -20553658.000000 Penalty: 5916.581543
	Iteration 47Q: 3 clusters Score -2.055366e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -20553756.000000 Penalty: 5916.581543
	Iteration 48Q: 3 clusters Score -2.055376e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 149299 members 
Entering Unmasked Estep 
Score: -20553804.000000 Penalty: 5916.581543
	Iteration 49Q: 3 clusters Score -2.05538e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -20553862.000000 Penalty: 5916.581543
	Iteration 50Q: 3 clusters Score -2.055386e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 149469 members 
Entering Unmasked Estep 
Score: -20553894.000000 Penalty: 5916.581543
	Iteration 51Q: 3 clusters Score -2.055389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 149533 members 
Entering Unmasked Estep 
Score: -20553870.000000 Penalty: 5916.581543
	Iteration 52Q: 3 clusters Score -2.055387e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -20553940.000000 Penalty: 5916.581543
	Iteration 53Q: 3 clusters Score -2.055394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -20553970.000000 Penalty: 5916.581543
	Iteration 54Q: 3 clusters Score -2.055397e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -20554016.000000 Penalty: 5916.581543
	Iteration 55Q: 3 clusters Score -2.055402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -20554032.000000 Penalty: 5916.581543
	Iteration 56Q: 3 clusters Score -2.055403e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 149785 members 
Entering Unmasked Estep 
Score: -20554054.000000 Penalty: 5916.581543
	Iteration 57Q: 3 clusters Score -2.055405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -20554054.000000 Penalty: 5916.581543
	Iteration 58Q: 3 clusters Score -2.055405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -20554074.000000 Penalty: 5916.581543
	Iteration 59Q: 3 clusters Score -2.055407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -20554096.000000 Penalty: 5916.581543
	Iteration 60F: 3 clusters Score -2.05541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 149931 members 
Entering Unmasked Estep 
Score: -20554070.000000 Penalty: 5916.581543
	Iteration 61Q: 3 clusters Score -2.055407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -20554088.000000 Penalty: 5916.581543
	Iteration 62Q: 3 clusters Score -2.055409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 149990 members 
Entering Unmasked Estep 
Score: -20554112.000000 Penalty: 5916.581543
	Iteration 63Q: 3 clusters Score -2.055411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -20554092.000000 Penalty: 5916.581543
	Iteration 64Q: 3 clusters Score -2.055409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -20554112.000000 Penalty: 5916.581543
	Iteration 65Q: 3 clusters Score -2.055411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 150079 members 
Entering Unmasked Estep 
Score: -20554168.000000 Penalty: 5916.581543
	Iteration 66Q: 3 clusters Score -2.055417e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 150115 members 
Entering Unmasked Estep 
Score: -20554188.000000 Penalty: 5916.581543
	Iteration 67Q: 3 clusters Score -2.055419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 150148 members 
Entering Unmasked Estep 
Score: -20554192.000000 Penalty: 5916.581543
	Iteration 68Q: 3 clusters Score -2.055419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -20554212.000000 Penalty: 5916.581543
	Iteration 69Q: 3 clusters Score -2.055421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -20554212.000000 Penalty: 5916.581543
	Iteration 70Q: 3 clusters Score -2.055421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -20554228.000000 Penalty: 5916.581543
	Iteration 71Q: 3 clusters Score -2.055423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -20554238.000000 Penalty: 5916.581543
	Iteration 72Q: 3 clusters Score -2.055424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -20554222.000000 Penalty: 5916.581543
	Iteration 73Q: 3 clusters Score -2.055422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -20554228.000000 Penalty: 5916.581543
	Iteration 74Q: 3 clusters Score -2.055423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 150293 members 
Entering Unmasked Estep 
Score: -20554248.000000 Penalty: 5916.581543
	Iteration 75Q: 3 clusters Score -2.055425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 150312 members 
Entering Unmasked Estep 
Score: -20554268.000000 Penalty: 5916.581543
	Iteration 76Q: 3 clusters Score -2.055427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 150326 members 
Entering Unmasked Estep 
Score: -20554278.000000 Penalty: 5916.581543
	Iteration 77Q: 3 clusters Score -2.055428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -20554294.000000 Penalty: 5916.581543
	Iteration 78Q: 3 clusters Score -2.055429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 150345 members 
Entering Unmasked Estep 
Score: -20554304.000000 Penalty: 5916.581543
	Iteration 79Q: 3 clusters Score -2.05543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -20554318.000000 Penalty: 5916.581543
	Iteration 80F: 3 clusters Score -2.055432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -20554322.000000 Penalty: 5916.581543
	Iteration 81Q: 3 clusters Score -2.055432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -20554320.000000 Penalty: 5916.581543
	Iteration 82Q: 3 clusters Score -2.055432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 150373 members 
Entering Unmasked Estep 
Score: -20554334.000000 Penalty: 5916.581543
	Iteration 83Q: 3 clusters Score -2.055433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 150378 members 
Entering Unmasked Estep 
Score: -20554350.000000 Penalty: 5916.581543
	Iteration 84Q: 3 clusters Score -2.055435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 150378 members 
Entering Unmasked Estep 
Score: -20554342.000000 Penalty: 5916.581543
	Iteration 85Q: 3 clusters Score -2.055434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -20554340.000000 Penalty: 5916.581543
	Iteration 86Q: 3 clusters Score -2.055434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -20554344.000000 Penalty: 5916.581543
	Iteration 87Q: 3 clusters Score -2.055434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -20554350.000000 Penalty: 5916.581543
	Iteration 88Q: 3 clusters Score -2.055435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 150381 members 
Entering Unmasked Estep 
Score: -20554354.000000 Penalty: 5916.581543
	Iteration 89Q: 3 clusters Score -2.055435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -20554352.000000 Penalty: 5916.581543
	Iteration 90Q: 3 clusters Score -2.055435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -20554362.000000 Penalty: 5916.581543
	Iteration 91Q: 3 clusters Score -2.055436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -20554364.000000 Penalty: 5916.581543
	Iteration 92Q: 3 clusters Score -2.055436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 150382 members 
Entering Unmasked Estep 
Score: -20554366.000000 Penalty: 5916.581543
	Iteration 93Q: 3 clusters Score -2.055437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -20554368.000000 Penalty: 5916.581543
	Iteration 94Q: 3 clusters Score -2.055437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 150384 members 
Entering Unmasked Estep 
Score: -20554364.000000 Penalty: 5916.581543
	Iteration 95Q: 3 clusters Score -2.055436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 150388 members 
Entering Unmasked Estep 
Score: -20554358.000000 Penalty: 5916.581543
	Iteration 96Q: 3 clusters Score -2.055436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -20554356.000000 Penalty: 5916.581543
	Iteration 97Q: 3 clusters Score -2.055436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 150399 members 
Entering Unmasked Estep 
Score: -20554368.000000 Penalty: 5916.581543
	Iteration 98Q: 3 clusters Score -2.055437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -20554372.000000 Penalty: 5916.581543
	Iteration 99Q: 3 clusters Score -2.055437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -20554372.000000 Penalty: 5916.581543
	Iteration 100F: 3 clusters Score -2.055437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Entering Unmasked Estep 
Score: -5831273.500000 Penalty: 2644.709961
	Iteration 0F: 2 clusters Score -5831274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5802194.000000 Penalty: 5289.419922
	Iteration 0F: 3 clusters Score -5802194 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5813662.500000 Penalty: 5289.419922
	Iteration 1F: 3 clusters Score -5813662 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -5814785.000000 Penalty: 5289.419922
	Iteration 2F: 3 clusters Score -5814785 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5816162.500000 Penalty: 5289.419922
	Iteration 3F: 3 clusters Score -5816162 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5817720.500000 Penalty: 5289.419922
	Iteration 4F: 3 clusters Score -5817720 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5819569.500000 Penalty: 5289.419922
	Iteration 5F: 3 clusters Score -5819570 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5821668.500000 Penalty: 5289.419922
	Iteration 6F: 3 clusters Score -5821668 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5823727.000000 Penalty: 5289.419922
	Iteration 7F: 3 clusters Score -5823727 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5825372.500000 Penalty: 5289.419922
	Iteration 8Q: 3 clusters Score -5825372 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -5826303.500000 Penalty: 5289.419922
	Iteration 9Q: 3 clusters Score -5826304 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -5826714.500000 Penalty: 5289.419922
	Iteration 10Q: 3 clusters Score -5826714 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -5826999.000000 Penalty: 5289.419922
	Iteration 11Q: 3 clusters Score -5826999 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5827219.500000 Penalty: 5289.419922
	Iteration 12Q: 3 clusters Score -5827220 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5827424.500000 Penalty: 5289.419922
	Iteration 13Q: 3 clusters Score -5827424 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5827586.500000 Penalty: 5289.419922
	Iteration 14Q: 3 clusters Score -5827586 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5827709.500000 Penalty: 5289.419922
	Iteration 15Q: 3 clusters Score -5827710 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -5827841.500000 Penalty: 5289.419922
	Iteration 16Q: 3 clusters Score -5827842 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5827973.500000 Penalty: 5289.419922
	Iteration 17Q: 3 clusters Score -5827974 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5828108.000000 Penalty: 5289.419922
	Iteration 18Q: 3 clusters Score -5828108 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -5828200.000000 Penalty: 5289.419922
	Iteration 19Q: 3 clusters Score -5828200 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5828298.500000 Penalty: 5289.419922
	Iteration 20F: 3 clusters Score -5828298 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5828407.500000 Penalty: 5289.419922
	Iteration 21Q: 3 clusters Score -5828408 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5828496.500000 Penalty: 5289.419922
	Iteration 22Q: 3 clusters Score -5828496 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5828613.000000 Penalty: 5289.419922
	Iteration 23Q: 3 clusters Score -5828613 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5828707.000000 Penalty: 5289.419922
	Iteration 24Q: 3 clusters Score -5828707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5828771.000000 Penalty: 5289.419922
	Iteration 25Q: 3 clusters Score -5828771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5828855.000000 Penalty: 5289.419922
	Iteration 26Q: 3 clusters Score -5828855 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5828920.500000 Penalty: 5289.419922
	Iteration 27Q: 3 clusters Score -5828920 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5828984.000000 Penalty: 5289.419922
	Iteration 28Q: 3 clusters Score -5828984 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5829036.500000 Penalty: 5289.419922
	Iteration 29Q: 3 clusters Score -5829036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5829069.000000 Penalty: 5289.419922
	Iteration 30Q: 3 clusters Score -5829069 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5829139.500000 Penalty: 5289.419922
	Iteration 31Q: 3 clusters Score -5829140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5829169.500000 Penalty: 5289.419922
	Iteration 32Q: 3 clusters Score -5829170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5829201.000000 Penalty: 5289.419922
	Iteration 33Q: 3 clusters Score -5829201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5829224.000000 Penalty: 5289.419922
	Iteration 34Q: 3 clusters Score -5829224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5829271.000000 Penalty: 5289.419922
	Iteration 35Q: 3 clusters Score -5829271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5829297.500000 Penalty: 5289.419922
	Iteration 36Q: 3 clusters Score -5829298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5829311.500000 Penalty: 5289.419922
	Iteration 37Q: 3 clusters Score -5829312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5829341.000000 Penalty: 5289.419922
	Iteration 38Q: 3 clusters Score -5829341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5829358.500000 Penalty: 5289.419922
	Iteration 39Q: 3 clusters Score -5829358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5829358.000000 Penalty: 5289.419922
	Iteration 40F: 3 clusters Score -5829358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5829378.500000 Penalty: 5289.419922
	Iteration 41Q: 3 clusters Score -5829378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5829388.000000 Penalty: 5289.419922
	Iteration 42Q: 3 clusters Score -5829388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5829388.000000 Penalty: 5289.419922
	Iteration 43Q: 3 clusters Score -5829388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5829389.500000 Penalty: 5289.419922
	Iteration 44Q: 3 clusters Score -5829390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5829390.000000 Penalty: 5289.419922
	Iteration 45Q: 3 clusters Score -5829390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5829389.500000 Penalty: 5289.419922
	Iteration 46Q: 3 clusters Score -5829390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5829394.000000 Penalty: 5289.419922
	Iteration 47Q: 3 clusters Score -5829394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5829403.000000 Penalty: 5289.419922
	Iteration 48Q: 3 clusters Score -5829403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5829424.500000 Penalty: 5289.419922
	Iteration 49Q: 3 clusters Score -5829424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5829433.000000 Penalty: 5289.419922
	Iteration 50Q: 3 clusters Score -5829433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5829436.500000 Penalty: 5289.419922
	Iteration 51Q: 3 clusters Score -5829436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5829430.000000 Penalty: 5289.419922
	Iteration 52Q: 3 clusters Score -5829430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5829432.500000 Penalty: 5289.419922
	Iteration 53Q: 3 clusters Score -5829432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5829433.500000 Penalty: 5289.419922
	Iteration 54Q: 3 clusters Score -5829434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5829434.000000 Penalty: 5289.419922
	Iteration 55Q: 3 clusters Score -5829434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5829441.500000 Penalty: 5289.419922
	Iteration 56Q: 3 clusters Score -5829442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5829450.000000 Penalty: 5289.419922
	Iteration 57Q: 3 clusters Score -5829450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5829444.500000 Penalty: 5289.419922
	Iteration 58Q: 3 clusters Score -5829444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5829441.500000 Penalty: 5289.419922
	Iteration 59Q: 3 clusters Score -5829442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5829439.500000 Penalty: 5289.419922
	Iteration 60F: 3 clusters Score -5829440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5829442.000000 Penalty: 5289.419922
	Iteration 61Q: 3 clusters Score -5829442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5829435.500000 Penalty: 5289.419922
	Iteration 62Q: 3 clusters Score -5829436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5829435.500000 Penalty: 5289.419922
	Iteration 63F: 3 clusters Score -5829436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -173380.562500 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -173380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171225.187500 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -171225.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171557.078125 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -171557.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171636.890625 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -171636.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -171690.609375 Penalty: 3552.164551
	Iteration 3Q: 3 clusters Score -171690.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171710.703125 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -171710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -171718.593750 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -171718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171727.140625 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -171727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -171730.750000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -171730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171731.046875 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -171731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171731.046875 Penalty: 3552.164551
	Iteration 9F: 3 clusters Score -171731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Entering Unmasked Estep 
Score: -4087817.250000 Penalty: 2568.129150
	Iteration 0F: 2 clusters Score -4087817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4066199.000000 Penalty: 5136.258301
	Iteration 0F: 3 clusters Score -4066199 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -4074174.250000 Penalty: 5136.258301
	Iteration 1F: 3 clusters Score -4074174 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4075127.250000 Penalty: 5136.258301
	Iteration 2F: 3 clusters Score -4075127 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4076451.250000 Penalty: 5136.258301
	Iteration 3F: 3 clusters Score -4076451 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4078064.250000 Penalty: 5136.258301
	Iteration 4F: 3 clusters Score -4078064 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4079592.250000 Penalty: 5136.258301
	Iteration 5F: 3 clusters Score -4079592 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4081072.000000 Penalty: 5136.258301
	Iteration 6F: 3 clusters Score -4081072 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4082345.750000 Penalty: 5136.258301
	Iteration 7F: 3 clusters Score -4082346 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4083359.500000 Penalty: 5136.258301
	Iteration 8F: 3 clusters Score -4083360 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4084067.250000 Penalty: 5136.258301
	Iteration 9Q: 3 clusters Score -4084067 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4084443.500000 Penalty: 5136.258301
	Iteration 10Q: 3 clusters Score -4084444 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4084660.500000 Penalty: 5136.258301
	Iteration 11Q: 3 clusters Score -4084660 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4084831.500000 Penalty: 5136.258301
	Iteration 12Q: 3 clusters Score -4084832 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4084951.250000 Penalty: 5136.258301
	Iteration 13Q: 3 clusters Score -4084951 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4085023.250000 Penalty: 5136.258301
	Iteration 14Q: 3 clusters Score -4085023 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4085107.750000 Penalty: 5136.258301
	Iteration 15Q: 3 clusters Score -4085108 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4085167.500000 Penalty: 5136.258301
	Iteration 16Q: 3 clusters Score -4085168 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4085229.750000 Penalty: 5136.258301
	Iteration 17Q: 3 clusters Score -4085230 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4085279.000000 Penalty: 5136.258301
	Iteration 18Q: 3 clusters Score -4085279 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4085331.500000 Penalty: 5136.258301
	Iteration 19Q: 3 clusters Score -4085332 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4085377.000000 Penalty: 5136.258301
	Iteration 20F: 3 clusters Score -4085377 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4085404.750000 Penalty: 5136.258301
	Iteration 21Q: 3 clusters Score -4085405 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4085419.750000 Penalty: 5136.258301
	Iteration 22Q: 3 clusters Score -4085420 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4085443.000000 Penalty: 5136.258301
	Iteration 23Q: 3 clusters Score -4085443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4085479.250000 Penalty: 5136.258301
	Iteration 24Q: 3 clusters Score -4085479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4085492.750000 Penalty: 5136.258301
	Iteration 25Q: 3 clusters Score -4085493 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4085511.000000 Penalty: 5136.258301
	Iteration 26Q: 3 clusters Score -4085511 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4085533.250000 Penalty: 5136.258301
	Iteration 27Q: 3 clusters Score -4085533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4085540.000000 Penalty: 5136.258301
	Iteration 28Q: 3 clusters Score -4085540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4085552.000000 Penalty: 5136.258301
	Iteration 29Q: 3 clusters Score -4085552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4085562.500000 Penalty: 5136.258301
	Iteration 30Q: 3 clusters Score -4085562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4085579.500000 Penalty: 5136.258301
	Iteration 31Q: 3 clusters Score -4085580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4085598.000000 Penalty: 5136.258301
	Iteration 32Q: 3 clusters Score -4085598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4085606.000000 Penalty: 5136.258301
	Iteration 33Q: 3 clusters Score -4085606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4085608.750000 Penalty: 5136.258301
	Iteration 34Q: 3 clusters Score -4085609 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4085631.000000 Penalty: 5136.258301
	Iteration 35Q: 3 clusters Score -4085631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4085653.750000 Penalty: 5136.258301
	Iteration 36Q: 3 clusters Score -4085654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4085682.000000 Penalty: 5136.258301
	Iteration 37Q: 3 clusters Score -4085682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4085710.250000 Penalty: 5136.258301
	Iteration 38Q: 3 clusters Score -4085710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4085708.500000 Penalty: 5136.258301
	Iteration 39Q: 3 clusters Score -4085708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4085721.000000 Penalty: 5136.258301
	Iteration 40F: 3 clusters Score -4085721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4085726.750000 Penalty: 5136.258301
	Iteration 41Q: 3 clusters Score -4085727 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4085741.750000 Penalty: 5136.258301
	Iteration 42Q: 3 clusters Score -4085742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4085742.000000 Penalty: 5136.258301
	Iteration 43Q: 3 clusters Score -4085742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4085772.000000 Penalty: 5136.258301
	Iteration 44Q: 3 clusters Score -4085772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -4085783.250000 Penalty: 5136.258301
	Iteration 45Q: 3 clusters Score -4085783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4085803.000000 Penalty: 5136.258301
	Iteration 46Q: 3 clusters Score -4085803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4085822.000000 Penalty: 5136.258301
	Iteration 47Q: 3 clusters Score -4085822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4085835.250000 Penalty: 5136.258301
	Iteration 48Q: 3 clusters Score -4085835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4085834.500000 Penalty: 5136.258301
	Iteration 49Q: 3 clusters Score -4085834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4085839.500000 Penalty: 5136.258301
	Iteration 50Q: 3 clusters Score -4085840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4085842.500000 Penalty: 5136.258301
	Iteration 51Q: 3 clusters Score -4085842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4085848.250000 Penalty: 5136.258301
	Iteration 52Q: 3 clusters Score -4085848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4085848.750000 Penalty: 5136.258301
	Iteration 53Q: 3 clusters Score -4085849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4085858.500000 Penalty: 5136.258301
	Iteration 54Q: 3 clusters Score -4085858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -4085867.000000 Penalty: 5136.258301
	Iteration 55Q: 3 clusters Score -4085867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4085871.500000 Penalty: 5136.258301
	Iteration 56Q: 3 clusters Score -4085872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4085875.500000 Penalty: 5136.258301
	Iteration 57Q: 3 clusters Score -4085876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4085889.000000 Penalty: 5136.258301
	Iteration 58Q: 3 clusters Score -4085889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4085890.750000 Penalty: 5136.258301
	Iteration 59Q: 3 clusters Score -4085891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4085905.000000 Penalty: 5136.258301
	Iteration 60F: 3 clusters Score -4085905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4085925.750000 Penalty: 5136.258301
	Iteration 61Q: 3 clusters Score -4085926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4085937.500000 Penalty: 5136.258301
	Iteration 62Q: 3 clusters Score -4085938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4085969.500000 Penalty: 5136.258301
	Iteration 63Q: 3 clusters Score -4085970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4085991.000000 Penalty: 5136.258301
	Iteration 64Q: 3 clusters Score -4085991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4086030.250000 Penalty: 5136.258301
	Iteration 65Q: 3 clusters Score -4086030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4086060.000000 Penalty: 5136.258301
	Iteration 66Q: 3 clusters Score -4086060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -4086122.500000 Penalty: 5136.258301
	Iteration 67Q: 3 clusters Score -4086122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4086176.750000 Penalty: 5136.258301
	Iteration 68Q: 3 clusters Score -4086177 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4086215.500000 Penalty: 5136.258301
	Iteration 69Q: 3 clusters Score -4086216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4086270.500000 Penalty: 5136.258301
	Iteration 70Q: 3 clusters Score -4086270 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -4086307.250000 Penalty: 5136.258301
	Iteration 71Q: 3 clusters Score -4086307 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4086344.500000 Penalty: 5136.258301
	Iteration 72Q: 3 clusters Score -4086344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4086376.500000 Penalty: 5136.258301
	Iteration 73Q: 3 clusters Score -4086376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4086382.750000 Penalty: 5136.258301
	Iteration 74Q: 3 clusters Score -4086383 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4086389.250000 Penalty: 5136.258301
	Iteration 75Q: 3 clusters Score -4086389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4086391.500000 Penalty: 5136.258301
	Iteration 76Q: 3 clusters Score -4086392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4086400.250000 Penalty: 5136.258301
	Iteration 77Q: 3 clusters Score -4086400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4086397.250000 Penalty: 5136.258301
	Iteration 78Q: 3 clusters Score -4086397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -4086404.250000 Penalty: 5136.258301
	Iteration 79Q: 3 clusters Score -4086404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4086406.750000 Penalty: 5136.258301
	Iteration 80F: 3 clusters Score -4086407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4086411.500000 Penalty: 5136.258301
	Iteration 81Q: 3 clusters Score -4086412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4086407.250000 Penalty: 5136.258301
	Iteration 82Q: 3 clusters Score -4086407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4086409.250000 Penalty: 5136.258301
	Iteration 83Q: 3 clusters Score -4086409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4086407.250000 Penalty: 5136.258301
	Iteration 84Q: 3 clusters Score -4086407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4086399.750000 Penalty: 5136.258301
	Iteration 85Q: 3 clusters Score -4086400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4086403.500000 Penalty: 5136.258301
	Iteration 86Q: 3 clusters Score -4086404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4086405.750000 Penalty: 5136.258301
	Iteration 87Q: 3 clusters Score -4086406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4086410.000000 Penalty: 5136.258301
	Iteration 88Q: 3 clusters Score -4086410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4086413.250000 Penalty: 5136.258301
	Iteration 89Q: 3 clusters Score -4086413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4086411.750000 Penalty: 5136.258301
	Iteration 90Q: 3 clusters Score -4086412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4086409.750000 Penalty: 5136.258301
	Iteration 91Q: 3 clusters Score -4086410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4086411.500000 Penalty: 5136.258301
	Iteration 92Q: 3 clusters Score -4086412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4086411.500000 Penalty: 5136.258301
	Iteration 93F: 3 clusters Score -4086412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -1206532.375000 Penalty: 2271.548096
	Iteration 0F: 2 clusters Score -1206532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1199225.625000 Penalty: 4543.096191
	Iteration 0F: 3 clusters Score -1199226 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1201271.500000 Penalty: 4543.096191
	Iteration 1F: 3 clusters Score -1201272 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1201542.500000 Penalty: 4543.096191
	Iteration 2F: 3 clusters Score -1201542 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1201725.125000 Penalty: 4543.096191
	Iteration 3Q: 3 clusters Score -1201725 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1201871.250000 Penalty: 4543.096191
	Iteration 4Q: 3 clusters Score -1201871 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1201990.375000 Penalty: 4543.096191
	Iteration 5Q: 3 clusters Score -1201990 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1202086.750000 Penalty: 4543.096191
	Iteration 6Q: 3 clusters Score -1202087 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1202174.375000 Penalty: 4543.096191
	Iteration 7Q: 3 clusters Score -1202174 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1202255.875000 Penalty: 4543.096191
	Iteration 8Q: 3 clusters Score -1202256 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1202318.250000 Penalty: 4543.096191
	Iteration 9Q: 3 clusters Score -1202318 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1202389.375000 Penalty: 4543.096191
	Iteration 10Q: 3 clusters Score -1202389 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1202469.000000 Penalty: 4543.096191
	Iteration 11Q: 3 clusters Score -1202469 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1202544.375000 Penalty: 4543.096191
	Iteration 12Q: 3 clusters Score -1202544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1202640.250000 Penalty: 4543.096191
	Iteration 13Q: 3 clusters Score -1202640 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1202744.125000 Penalty: 4543.096191
	Iteration 14Q: 3 clusters Score -1202744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1202861.250000 Penalty: 4543.096191
	Iteration 15Q: 3 clusters Score -1202861 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1202994.250000 Penalty: 4543.096191
	Iteration 16Q: 3 clusters Score -1202994 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1203141.125000 Penalty: 4543.096191
	Iteration 17Q: 3 clusters Score -1203141 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1203316.375000 Penalty: 4543.096191
	Iteration 18Q: 3 clusters Score -1203316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1203463.625000 Penalty: 4543.096191
	Iteration 19Q: 3 clusters Score -1203464 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1203625.875000 Penalty: 4543.096191
	Iteration 20F: 3 clusters Score -1203626 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1203791.500000 Penalty: 4543.096191
	Iteration 21Q: 3 clusters Score -1203792 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1203942.000000 Penalty: 4543.096191
	Iteration 22Q: 3 clusters Score -1203942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1204094.875000 Penalty: 4543.096191
	Iteration 23Q: 3 clusters Score -1204095 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1204214.375000 Penalty: 4543.096191
	Iteration 24Q: 3 clusters Score -1204214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1204307.625000 Penalty: 4543.096191
	Iteration 25Q: 3 clusters Score -1204308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1204378.375000 Penalty: 4543.096191
	Iteration 26Q: 3 clusters Score -1204378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1204429.750000 Penalty: 4543.096191
	Iteration 27Q: 3 clusters Score -1204430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1204472.250000 Penalty: 4543.096191
	Iteration 28Q: 3 clusters Score -1204472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1204507.875000 Penalty: 4543.096191
	Iteration 29Q: 3 clusters Score -1204508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1204534.125000 Penalty: 4543.096191
	Iteration 30Q: 3 clusters Score -1204534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1204557.875000 Penalty: 4543.096191
	Iteration 31Q: 3 clusters Score -1204558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1204567.375000 Penalty: 4543.096191
	Iteration 32Q: 3 clusters Score -1204567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1204569.375000 Penalty: 4543.096191
	Iteration 33Q: 3 clusters Score -1204569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1204570.750000 Penalty: 4543.096191
	Iteration 34Q: 3 clusters Score -1204571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1204572.750000 Penalty: 4543.096191
	Iteration 35Q: 3 clusters Score -1204573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1204573.125000 Penalty: 4543.096191
	Iteration 36Q: 3 clusters Score -1204573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1204576.375000 Penalty: 4543.096191
	Iteration 37Q: 3 clusters Score -1204576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1204579.500000 Penalty: 4543.096191
	Iteration 38Q: 3 clusters Score -1204580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1204579.500000 Penalty: 4543.096191
	Iteration 39Q: 3 clusters Score -1204580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1204580.000000 Penalty: 4543.096191
	Iteration 40F: 3 clusters Score -1204580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -3039625.750000 Penalty: 2481.554932
	Iteration 0F: 2 clusters Score -3039626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3024176.750000 Penalty: 4963.109863
	Iteration 0F: 3 clusters Score -3024177 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3029495.000000 Penalty: 4963.109863
	Iteration 1F: 3 clusters Score -3029495 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3029868.000000 Penalty: 4963.109863
	Iteration 2F: 3 clusters Score -3029868 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3030146.750000 Penalty: 4963.109863
	Iteration 3Q: 3 clusters Score -3030147 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3030412.500000 Penalty: 4963.109863
	Iteration 4Q: 3 clusters Score -3030412 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3030707.000000 Penalty: 4963.109863
	Iteration 5Q: 3 clusters Score -3030707 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3031054.000000 Penalty: 4963.109863
	Iteration 6Q: 3 clusters Score -3031054 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3031472.500000 Penalty: 4963.109863
	Iteration 7Q: 3 clusters Score -3031472 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3032079.250000 Penalty: 4963.109863
	Iteration 8Q: 3 clusters Score -3032079 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3032916.250000 Penalty: 4963.109863
	Iteration 9F: 3 clusters Score -3032916 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3033879.250000 Penalty: 4963.109863
	Iteration 10F: 3 clusters Score -3033879 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3034907.000000 Penalty: 4963.109863
	Iteration 11F: 3 clusters Score -3034907 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3035788.500000 Penalty: 4963.109863
	Iteration 12Q: 3 clusters Score -3035788 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3036443.000000 Penalty: 4963.109863
	Iteration 13Q: 3 clusters Score -3036443 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3036824.250000 Penalty: 4963.109863
	Iteration 14Q: 3 clusters Score -3036824 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3037056.500000 Penalty: 4963.109863
	Iteration 15Q: 3 clusters Score -3037056 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3037214.750000 Penalty: 4963.109863
	Iteration 16Q: 3 clusters Score -3037215 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3037289.250000 Penalty: 4963.109863
	Iteration 17Q: 3 clusters Score -3037289 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3037336.000000 Penalty: 4963.109863
	Iteration 18Q: 3 clusters Score -3037336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3037361.500000 Penalty: 4963.109863
	Iteration 19Q: 3 clusters Score -3037362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3037379.500000 Penalty: 4963.109863
	Iteration 20F: 3 clusters Score -3037380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3037393.750000 Penalty: 4963.109863
	Iteration 21Q: 3 clusters Score -3037394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3037407.750000 Penalty: 4963.109863
	Iteration 22Q: 3 clusters Score -3037408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3037422.750000 Penalty: 4963.109863
	Iteration 23Q: 3 clusters Score -3037423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3037436.500000 Penalty: 4963.109863
	Iteration 24Q: 3 clusters Score -3037436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3037445.500000 Penalty: 4963.109863
	Iteration 25Q: 3 clusters Score -3037446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3037464.500000 Penalty: 4963.109863
	Iteration 26Q: 3 clusters Score -3037464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3037465.500000 Penalty: 4963.109863
	Iteration 27Q: 3 clusters Score -3037466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3037469.000000 Penalty: 4963.109863
	Iteration 28Q: 3 clusters Score -3037469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3037467.750000 Penalty: 4963.109863
	Iteration 29Q: 3 clusters Score -3037468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3037468.750000 Penalty: 4963.109863
	Iteration 30Q: 3 clusters Score -3037469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3037466.000000 Penalty: 4963.109863
	Iteration 31Q: 3 clusters Score -3037466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3037475.500000 Penalty: 4963.109863
	Iteration 32Q: 3 clusters Score -3037476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3037478.000000 Penalty: 4963.109863
	Iteration 33Q: 3 clusters Score -3037478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3037476.750000 Penalty: 4963.109863
	Iteration 34Q: 3 clusters Score -3037477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3037481.000000 Penalty: 4963.109863
	Iteration 35Q: 3 clusters Score -3037481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3037486.000000 Penalty: 4963.109863
	Iteration 36Q: 3 clusters Score -3037486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3037485.000000 Penalty: 4963.109863
	Iteration 37Q: 3 clusters Score -3037485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3037487.000000 Penalty: 4963.109863
	Iteration 38Q: 3 clusters Score -3037487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3037495.500000 Penalty: 4963.109863
	Iteration 39Q: 3 clusters Score -3037496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3037494.500000 Penalty: 4963.109863
	Iteration 40F: 3 clusters Score -3037494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3037492.750000 Penalty: 4963.109863
	Iteration 41Q: 3 clusters Score -3037493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3037492.000000 Penalty: 4963.109863
	Iteration 42Q: 3 clusters Score -3037492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3037491.000000 Penalty: 4963.109863
	Iteration 43Q: 3 clusters Score -3037491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3037495.500000 Penalty: 4963.109863
	Iteration 44Q: 3 clusters Score -3037496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3037497.500000 Penalty: 4963.109863
	Iteration 45Q: 3 clusters Score -3037498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3037501.000000 Penalty: 4963.109863
	Iteration 46Q: 3 clusters Score -3037501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3037498.250000 Penalty: 4963.109863
	Iteration 47Q: 3 clusters Score -3037498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3037498.250000 Penalty: 4963.109863
	Iteration 48F: 3 clusters Score -3037498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Entering Unmasked Estep 
Score: -22431040.000000 Penalty: 2980.431152
	Iteration 0F: 2 clusters Score -2.243104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -22321376.000000 Penalty: 5960.862305
	Iteration 0F: 3 clusters Score -2.232138e+07 nChanged 79400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -22367708.000000 Penalty: 5960.862305
	Iteration 1F: 3 clusters Score -2.236771e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -22368538.000000 Penalty: 5960.862305
	Iteration 2Q: 3 clusters Score -2.236854e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -22369456.000000 Penalty: 5960.862305
	Iteration 3Q: 3 clusters Score -2.236946e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -22370558.000000 Penalty: 5960.862305
	Iteration 4Q: 3 clusters Score -2.237056e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -22371652.000000 Penalty: 5960.862305
	Iteration 5Q: 3 clusters Score -2.237165e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -22373344.000000 Penalty: 5960.862305
	Iteration 6Q: 3 clusters Score -2.237334e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -22375682.000000 Penalty: 5960.862305
	Iteration 7Q: 3 clusters Score -2.237568e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -22379230.000000 Penalty: 5960.862305
	Iteration 8Q: 3 clusters Score -2.237923e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -22385060.000000 Penalty: 5960.862305
	Iteration 9F: 3 clusters Score -2.238506e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -22392872.000000 Penalty: 5960.862305
	Iteration 10F: 3 clusters Score -2.239287e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -22401882.000000 Penalty: 5960.862305
	Iteration 11F: 3 clusters Score -2.240188e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122993 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -22408778.000000 Penalty: 5960.862305
	Iteration 12F: 3 clusters Score -2.240878e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127289 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -22412918.000000 Penalty: 5960.862305
	Iteration 13Q: 3 clusters Score -2.241292e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -22415116.000000 Penalty: 5960.862305
	Iteration 14Q: 3 clusters Score -2.241512e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134157 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -22416818.000000 Penalty: 5960.862305
	Iteration 15Q: 3 clusters Score -2.241682e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137293 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -22418412.000000 Penalty: 5960.862305
	Iteration 16Q: 3 clusters Score -2.241841e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140278 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -22419844.000000 Penalty: 5960.862305
	Iteration 17Q: 3 clusters Score -2.241984e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143089 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -22421336.000000 Penalty: 5960.862305
	Iteration 18Q: 3 clusters Score -2.242134e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145679 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -22422502.000000 Penalty: 5960.862305
	Iteration 19Q: 3 clusters Score -2.24225e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -22423556.000000 Penalty: 5960.862305
	Iteration 20F: 3 clusters Score -2.242356e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -22424564.000000 Penalty: 5960.862305
	Iteration 21Q: 3 clusters Score -2.242456e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -22425496.000000 Penalty: 5960.862305
	Iteration 22Q: 3 clusters Score -2.24255e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153807 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -22426228.000000 Penalty: 5960.862305
	Iteration 23Q: 3 clusters Score -2.242623e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155295 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -22426784.000000 Penalty: 5960.862305
	Iteration 24Q: 3 clusters Score -2.242678e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -22427482.000000 Penalty: 5960.862305
	Iteration 25Q: 3 clusters Score -2.242748e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -22427908.000000 Penalty: 5960.862305
	Iteration 26Q: 3 clusters Score -2.242791e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -22428270.000000 Penalty: 5960.862305
	Iteration 27Q: 3 clusters Score -2.242827e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -22428504.000000 Penalty: 5960.862305
	Iteration 28Q: 3 clusters Score -2.24285e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -22428704.000000 Penalty: 5960.862305
	Iteration 29Q: 3 clusters Score -2.24287e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -22428820.000000 Penalty: 5960.862305
	Iteration 30Q: 3 clusters Score -2.242882e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161523 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -22428862.000000 Penalty: 5960.862305
	Iteration 31Q: 3 clusters Score -2.242886e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161928 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -22428920.000000 Penalty: 5960.862305
	Iteration 32Q: 3 clusters Score -2.242892e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162258 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -22428994.000000 Penalty: 5960.862305
	Iteration 33Q: 3 clusters Score -2.242899e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22428996.000000 Penalty: 5960.862305
	Iteration 34Q: 3 clusters Score -2.2429e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -22429038.000000 Penalty: 5960.862305
	Iteration 35Q: 3 clusters Score -2.242904e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22429052.000000 Penalty: 5960.862305
	Iteration 36Q: 3 clusters Score -2.242905e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22429092.000000 Penalty: 5960.862305
	Iteration 37Q: 3 clusters Score -2.242909e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163241 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -22429096.000000 Penalty: 5960.862305
	Iteration 38Q: 3 clusters Score -2.24291e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22429080.000000 Penalty: 5960.862305
	Iteration 39Q: 3 clusters Score -2.242908e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22429114.000000 Penalty: 5960.862305
	Iteration 40F: 3 clusters Score -2.242911e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22429144.000000 Penalty: 5960.862305
	Iteration 41Q: 3 clusters Score -2.242914e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -22429138.000000 Penalty: 5960.862305
	Iteration 42Q: 3 clusters Score -2.242914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22429180.000000 Penalty: 5960.862305
	Iteration 43Q: 3 clusters Score -2.242918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -22429218.000000 Penalty: 5960.862305
	Iteration 44Q: 3 clusters Score -2.242922e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22429200.000000 Penalty: 5960.862305
	Iteration 45Q: 3 clusters Score -2.24292e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22429182.000000 Penalty: 5960.862305
	Iteration 46Q: 3 clusters Score -2.242918e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22429180.000000 Penalty: 5960.862305
	Iteration 47Q: 3 clusters Score -2.242918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22429202.000000 Penalty: 5960.862305
	Iteration 48Q: 3 clusters Score -2.24292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22429214.000000 Penalty: 5960.862305
	Iteration 49Q: 3 clusters Score -2.242921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22429214.000000 Penalty: 5960.862305
	Iteration 50Q: 3 clusters Score -2.242921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164004 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22429212.000000 Penalty: 5960.862305
	Iteration 51Q: 3 clusters Score -2.242921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -22429200.000000 Penalty: 5960.862305
	Iteration 52Q: 3 clusters Score -2.24292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22429196.000000 Penalty: 5960.862305
	Iteration 53Q: 3 clusters Score -2.24292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -22429190.000000 Penalty: 5960.862305
	Iteration 54Q: 3 clusters Score -2.242919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22429190.000000 Penalty: 5960.862305
	Iteration 55Q: 3 clusters Score -2.242919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164048 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -22429208.000000 Penalty: 5960.862305
	Iteration 56Q: 3 clusters Score -2.242921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -22429188.000000 Penalty: 5960.862305
	Iteration 57Q: 3 clusters Score -2.242919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22429200.000000 Penalty: 5960.862305
	Iteration 58Q: 3 clusters Score -2.24292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22429200.000000 Penalty: 5960.862305
	Iteration 59F: 3 clusters Score -2.24292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Entering Unmasked Estep 
Score: -2459105.750000 Penalty: 2431.897949
	Iteration 0F: 2 clusters Score -2459106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2446251.000000 Penalty: 4863.795898
	Iteration 0F: 3 clusters Score -2446251 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2450523.750000 Penalty: 4863.795898
	Iteration 1F: 3 clusters Score -2450524 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2450943.500000 Penalty: 4863.795898
	Iteration 2F: 3 clusters Score -2450944 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2451345.750000 Penalty: 4863.795898
	Iteration 3Q: 3 clusters Score -2451346 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2451757.500000 Penalty: 4863.795898
	Iteration 4Q: 3 clusters Score -2451758 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2452263.500000 Penalty: 4863.795898
	Iteration 5Q: 3 clusters Score -2452264 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2452874.250000 Penalty: 4863.795898
	Iteration 6F: 3 clusters Score -2452874 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2453632.750000 Penalty: 4863.795898
	Iteration 7F: 3 clusters Score -2453633 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2454405.500000 Penalty: 4863.795898
	Iteration 8F: 3 clusters Score -2454406 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2455121.000000 Penalty: 4863.795898
	Iteration 9Q: 3 clusters Score -2455121 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2455738.250000 Penalty: 4863.795898
	Iteration 10Q: 3 clusters Score -2455738 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2456186.500000 Penalty: 4863.795898
	Iteration 11Q: 3 clusters Score -2456186 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2456462.250000 Penalty: 4863.795898
	Iteration 12Q: 3 clusters Score -2456462 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2456646.000000 Penalty: 4863.795898
	Iteration 13Q: 3 clusters Score -2456646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2456778.750000 Penalty: 4863.795898
	Iteration 14Q: 3 clusters Score -2456779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2456860.500000 Penalty: 4863.795898
	Iteration 15Q: 3 clusters Score -2456860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2456918.250000 Penalty: 4863.795898
	Iteration 16Q: 3 clusters Score -2456918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2456959.500000 Penalty: 4863.795898
	Iteration 17Q: 3 clusters Score -2456960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2456983.750000 Penalty: 4863.795898
	Iteration 18Q: 3 clusters Score -2456984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2457007.750000 Penalty: 4863.795898
	Iteration 19Q: 3 clusters Score -2457008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2457019.500000 Penalty: 4863.795898
	Iteration 20F: 3 clusters Score -2457020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2457026.000000 Penalty: 4863.795898
	Iteration 21Q: 3 clusters Score -2457026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2457030.250000 Penalty: 4863.795898
	Iteration 22Q: 3 clusters Score -2457030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2457033.500000 Penalty: 4863.795898
	Iteration 23Q: 3 clusters Score -2457034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2457034.500000 Penalty: 4863.795898
	Iteration 24Q: 3 clusters Score -2457034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2457040.750000 Penalty: 4863.795898
	Iteration 25Q: 3 clusters Score -2457041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2457047.500000 Penalty: 4863.795898
	Iteration 26Q: 3 clusters Score -2457048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2457051.000000 Penalty: 4863.795898
	Iteration 27Q: 3 clusters Score -2457051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2457050.750000 Penalty: 4863.795898
	Iteration 28Q: 3 clusters Score -2457051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2457053.500000 Penalty: 4863.795898
	Iteration 29Q: 3 clusters Score -2457054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2457053.500000 Penalty: 4863.795898
	Iteration 30F: 3 clusters Score -2457054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 180 members 
Entering Unmasked Estep 
Score: -37625.195312 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37625.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37820.933594 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37820.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37991.683594 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -37991.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38065.777344 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -38065.78 nChanged 7
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: -38111.675781 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -38111.68 nChanged 2
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: -38120.363281 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -38120.36 nChanged 0
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: -38120.363281 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -38120.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Entering Unmasked Estep 
Score: -226329.000000 Penalty: 1861.089111
	Iteration 0F: 2 clusters Score -226329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223880.281250 Penalty: 3722.178223
	Iteration 0F: 3 clusters Score -223880.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -224334.015625 Penalty: 3722.178223
	Iteration 1F: 3 clusters Score -224334 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -224683.765625 Penalty: 3722.178223
	Iteration 2F: 3 clusters Score -224683.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -225038.531250 Penalty: 3722.178223
	Iteration 3F: 3 clusters Score -225038.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -225405.234375 Penalty: 3722.178223
	Iteration 4F: 3 clusters Score -225405.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -225828.937500 Penalty: 3722.178223
	Iteration 5F: 3 clusters Score -225828.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -226236.109375 Penalty: 3722.178223
	Iteration 6F: 3 clusters Score -226236.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -226596.000000 Penalty: 3722.178223
	Iteration 7F: 3 clusters Score -226596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -226772.984375 Penalty: 3722.178223
	Iteration 8Q: 3 clusters Score -226773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -226853.203125 Penalty: 3722.178223
	Iteration 9Q: 3 clusters Score -226853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -226868.062500 Penalty: 3722.178223
	Iteration 10Q: 3 clusters Score -226868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -226871.421875 Penalty: 3722.178223
	Iteration 11Q: 3 clusters Score -226871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -226872.656250 Penalty: 3722.178223
	Iteration 12Q: 3 clusters Score -226872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -226874.750000 Penalty: 3722.178223
	Iteration 13Q: 3 clusters Score -226874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -226877.937500 Penalty: 3722.178223
	Iteration 14Q: 3 clusters Score -226877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -226880.515625 Penalty: 3722.178223
	Iteration 15Q: 3 clusters Score -226880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -226881.328125 Penalty: 3722.178223
	Iteration 16Q: 3 clusters Score -226881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -226881.328125 Penalty: 3722.178223
	Iteration 17F: 3 clusters Score -226881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33331 members 
Mstep: Class 4 contains 1279 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 151538 members 
Mstep: Class 9 contains 42794 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31425 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 165689 members 
Mstep: Class 15 contains 18143 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154558 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24965 members 
Mstep: Class 24 contains 73152 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126451680.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126452808.000000 to -126451680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 107 members 
Entering Unmasked Estep 
Score: -19323.000000 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19460.326172 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19460.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19514.044922 Penalty: 2635.350342
	Iteration 2F: 3 clusters Score -19514.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19522.068359 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19522.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19522.068359 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -19522.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Entering Unmasked Estep 
Score: -20955134.000000 Penalty: 2963.184570
	Iteration 0F: 2 clusters Score -2.095513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -20854340.000000 Penalty: 5926.369141
	Iteration 0F: 3 clusters Score -2.085434e+07 nChanged 73982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -20897184.000000 Penalty: 5926.369141
	Iteration 1F: 3 clusters Score -2.089718e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -20898504.000000 Penalty: 5926.369141
	Iteration 2Q: 3 clusters Score -2.08985e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -20900114.000000 Penalty: 5926.369141
	Iteration 3Q: 3 clusters Score -2.090011e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -20902200.000000 Penalty: 5926.369141
	Iteration 4Q: 3 clusters Score -2.09022e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -20905142.000000 Penalty: 5926.369141
	Iteration 5Q: 3 clusters Score -2.090514e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -20908660.000000 Penalty: 5926.369141
	Iteration 6F: 3 clusters Score -2.090866e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -20913052.000000 Penalty: 5926.369141
	Iteration 7F: 3 clusters Score -2.091305e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -20918028.000000 Penalty: 5926.369141
	Iteration 8F: 3 clusters Score -2.091803e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -20923130.000000 Penalty: 5926.369141
	Iteration 9F: 3 clusters Score -2.092313e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -20928224.000000 Penalty: 5926.369141
	Iteration 10F: 3 clusters Score -2.092822e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -20931812.000000 Penalty: 5926.369141
	Iteration 11Q: 3 clusters Score -2.093181e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -20934056.000000 Penalty: 5926.369141
	Iteration 12Q: 3 clusters Score -2.093406e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -20935256.000000 Penalty: 5926.369141
	Iteration 13Q: 3 clusters Score -2.093526e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -20936024.000000 Penalty: 5926.369141
	Iteration 14Q: 3 clusters Score -2.093602e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 105276 members 
Entering Unmasked Estep 
Score: -20936634.000000 Penalty: 5926.369141
	Iteration 15Q: 3 clusters Score -2.093663e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -20937134.000000 Penalty: 5926.369141
	Iteration 16Q: 3 clusters Score -2.093713e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
Score: -20937640.000000 Penalty: 5926.369141
	Iteration 17Q: 3 clusters Score -2.093764e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 111767 members 
Entering Unmasked Estep 
Score: -20938222.000000 Penalty: 5926.369141
	Iteration 18Q: 3 clusters Score -2.093822e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -20938740.000000 Penalty: 5926.369141
	Iteration 19Q: 3 clusters Score -2.093874e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -20939410.000000 Penalty: 5926.369141
	Iteration 20F: 3 clusters Score -2.093941e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -20940242.000000 Penalty: 5926.369141
	Iteration 21Q: 3 clusters Score -2.094024e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -20940990.000000 Penalty: 5926.369141
	Iteration 22Q: 3 clusters Score -2.094099e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 123244 members 
Entering Unmasked Estep 
Score: -20941806.000000 Penalty: 5926.369141
	Iteration 23Q: 3 clusters Score -2.094181e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 125469 members 
Entering Unmasked Estep 
Score: -20942696.000000 Penalty: 5926.369141
	Iteration 24Q: 3 clusters Score -2.09427e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -20943736.000000 Penalty: 5926.369141
	Iteration 25Q: 3 clusters Score -2.094374e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -20944758.000000 Penalty: 5926.369141
	Iteration 26Q: 3 clusters Score -2.094476e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 131351 members 
Entering Unmasked Estep 
Score: -20945624.000000 Penalty: 5926.369141
	Iteration 27Q: 3 clusters Score -2.094562e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 132881 members 
Entering Unmasked Estep 
Score: -20946228.000000 Penalty: 5926.369141
	Iteration 28Q: 3 clusters Score -2.094623e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -20946756.000000 Penalty: 5926.369141
	Iteration 29Q: 3 clusters Score -2.094676e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 135487 members 
Entering Unmasked Estep 
Score: -20947222.000000 Penalty: 5926.369141
	Iteration 30Q: 3 clusters Score -2.094722e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -20947562.000000 Penalty: 5926.369141
	Iteration 31Q: 3 clusters Score -2.094756e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -20947796.000000 Penalty: 5926.369141
	Iteration 32Q: 3 clusters Score -2.09478e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -20948126.000000 Penalty: 5926.369141
	Iteration 33Q: 3 clusters Score -2.094813e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -20948352.000000 Penalty: 5926.369141
	Iteration 34Q: 3 clusters Score -2.094835e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -20948628.000000 Penalty: 5926.369141
	Iteration 35Q: 3 clusters Score -2.094863e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -20948854.000000 Penalty: 5926.369141
	Iteration 36Q: 3 clusters Score -2.094885e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -20949188.000000 Penalty: 5926.369141
	Iteration 37Q: 3 clusters Score -2.094919e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 142982 members 
Entering Unmasked Estep 
Score: -20949462.000000 Penalty: 5926.369141
	Iteration 38Q: 3 clusters Score -2.094946e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -20949720.000000 Penalty: 5926.369141
	Iteration 39Q: 3 clusters Score -2.094972e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -20949860.000000 Penalty: 5926.369141
	Iteration 40F: 3 clusters Score -2.094986e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 145414 members 
Entering Unmasked Estep 
Score: -20950150.000000 Penalty: 5926.369141
	Iteration 41Q: 3 clusters Score -2.095015e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 146137 members 
Entering Unmasked Estep 
Score: -20950482.000000 Penalty: 5926.369141
	Iteration 42Q: 3 clusters Score -2.095048e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -20950714.000000 Penalty: 5926.369141
	Iteration 43Q: 3 clusters Score -2.095071e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -20950918.000000 Penalty: 5926.369141
	Iteration 44Q: 3 clusters Score -2.095092e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 148011 members 
Entering Unmasked Estep 
Score: -20951140.000000 Penalty: 5926.369141
	Iteration 45Q: 3 clusters Score -2.095114e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -20951286.000000 Penalty: 5926.369141
	Iteration 46Q: 3 clusters Score -2.095129e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -20951490.000000 Penalty: 5926.369141
	Iteration 47Q: 3 clusters Score -2.095149e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 149443 members 
Entering Unmasked Estep 
Score: -20951682.000000 Penalty: 5926.369141
	Iteration 48Q: 3 clusters Score -2.095168e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 149816 members 
Entering Unmasked Estep 
Score: -20951876.000000 Penalty: 5926.369141
	Iteration 49Q: 3 clusters Score -2.095188e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 150165 members 
Entering Unmasked Estep 
Score: -20951958.000000 Penalty: 5926.369141
	Iteration 50Q: 3 clusters Score -2.095196e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 150461 members 
Entering Unmasked Estep 
Score: -20952136.000000 Penalty: 5926.369141
	Iteration 51Q: 3 clusters Score -2.095214e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 150705 members 
Entering Unmasked Estep 
Score: -20952266.000000 Penalty: 5926.369141
	Iteration 52Q: 3 clusters Score -2.095227e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -20952320.000000 Penalty: 5926.369141
	Iteration 53Q: 3 clusters Score -2.095232e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -20952436.000000 Penalty: 5926.369141
	Iteration 54Q: 3 clusters Score -2.095244e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 151243 members 
Entering Unmasked Estep 
Score: -20952500.000000 Penalty: 5926.369141
	Iteration 55Q: 3 clusters Score -2.09525e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 151384 members 
Entering Unmasked Estep 
Score: -20952554.000000 Penalty: 5926.369141
	Iteration 56Q: 3 clusters Score -2.095255e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -20952602.000000 Penalty: 5926.369141
	Iteration 57Q: 3 clusters Score -2.09526e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 151632 members 
Entering Unmasked Estep 
Score: -20952690.000000 Penalty: 5926.369141
	Iteration 58Q: 3 clusters Score -2.095269e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -20952742.000000 Penalty: 5926.369141
	Iteration 59Q: 3 clusters Score -2.095274e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -20952754.000000 Penalty: 5926.369141
	Iteration 60F: 3 clusters Score -2.095275e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 151890 members 
Entering Unmasked Estep 
Score: -20952772.000000 Penalty: 5926.369141
	Iteration 61Q: 3 clusters Score -2.095277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 151956 members 
Entering Unmasked Estep 
Score: -20952822.000000 Penalty: 5926.369141
	Iteration 62Q: 3 clusters Score -2.095282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 152006 members 
Entering Unmasked Estep 
Score: -20952832.000000 Penalty: 5926.369141
	Iteration 63Q: 3 clusters Score -2.095283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -20952830.000000 Penalty: 5926.369141
	Iteration 64Q: 3 clusters Score -2.095283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -20952848.000000 Penalty: 5926.369141
	Iteration 65Q: 3 clusters Score -2.095285e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -20952850.000000 Penalty: 5926.369141
	Iteration 66Q: 3 clusters Score -2.095285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -20952880.000000 Penalty: 5926.369141
	Iteration 67Q: 3 clusters Score -2.095288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -20952880.000000 Penalty: 5926.369141
	Iteration 68Q: 3 clusters Score -2.095288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 152204 members 
Entering Unmasked Estep 
Score: -20952898.000000 Penalty: 5926.369141
	Iteration 69Q: 3 clusters Score -2.09529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -20952898.000000 Penalty: 5926.369141
	Iteration 70Q: 3 clusters Score -2.09529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -20952892.000000 Penalty: 5926.369141
	Iteration 71Q: 3 clusters Score -2.095289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -20952904.000000 Penalty: 5926.369141
	Iteration 72Q: 3 clusters Score -2.09529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -20952900.000000 Penalty: 5926.369141
	Iteration 73Q: 3 clusters Score -2.09529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 152289 members 
Entering Unmasked Estep 
Score: -20952916.000000 Penalty: 5926.369141
	Iteration 74Q: 3 clusters Score -2.095292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 152301 members 
Entering Unmasked Estep 
Score: -20952920.000000 Penalty: 5926.369141
	Iteration 75Q: 3 clusters Score -2.095292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -20952910.000000 Penalty: 5926.369141
	Iteration 76Q: 3 clusters Score -2.095291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 152318 members 
Entering Unmasked Estep 
Score: -20952928.000000 Penalty: 5926.369141
	Iteration 77Q: 3 clusters Score -2.095293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -20952918.000000 Penalty: 5926.369141
	Iteration 78Q: 3 clusters Score -2.095292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -20952914.000000 Penalty: 5926.369141
	Iteration 79Q: 3 clusters Score -2.095291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -20952926.000000 Penalty: 5926.369141
	Iteration 80F: 3 clusters Score -2.095293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 152351 members 
Entering Unmasked Estep 
Score: -20952936.000000 Penalty: 5926.369141
	Iteration 81Q: 3 clusters Score -2.095294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 152358 members 
Entering Unmasked Estep 
Score: -20952944.000000 Penalty: 5926.369141
	Iteration 82Q: 3 clusters Score -2.095294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 152368 members 
Entering Unmasked Estep 
Score: -20952942.000000 Penalty: 5926.369141
	Iteration 83Q: 3 clusters Score -2.095294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -20952952.000000 Penalty: 5926.369141
	Iteration 84Q: 3 clusters Score -2.095295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -20952948.000000 Penalty: 5926.369141
	Iteration 85Q: 3 clusters Score -2.095295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 152391 members 
Entering Unmasked Estep 
Score: -20952982.000000 Penalty: 5926.369141
	Iteration 86Q: 3 clusters Score -2.095298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -20952982.000000 Penalty: 5926.369141
	Iteration 87Q: 3 clusters Score -2.095298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -20952990.000000 Penalty: 5926.369141
	Iteration 88Q: 3 clusters Score -2.095299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -20952980.000000 Penalty: 5926.369141
	Iteration 89Q: 3 clusters Score -2.095298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -20952982.000000 Penalty: 5926.369141
	Iteration 90Q: 3 clusters Score -2.095298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -20952982.000000 Penalty: 5926.369141
	Iteration 91Q: 3 clusters Score -2.095298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -20952998.000000 Penalty: 5926.369141
	Iteration 92Q: 3 clusters Score -2.0953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -20952996.000000 Penalty: 5926.369141
	Iteration 93Q: 3 clusters Score -2.0953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -20952990.000000 Penalty: 5926.369141
	Iteration 94Q: 3 clusters Score -2.095299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -20952990.000000 Penalty: 5926.369141
	Iteration 95F: 3 clusters Score -2.095299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Entering Unmasked Estep 
Score: -1539256.375000 Penalty: 2346.294678
	Iteration 0F: 2 clusters Score -1539256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1529741.875000 Penalty: 4692.589355
	Iteration 0F: 3 clusters Score -1529742 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1532886.500000 Penalty: 4692.589355
	Iteration 1F: 3 clusters Score -1532886 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1533468.500000 Penalty: 4692.589355
	Iteration 2F: 3 clusters Score -1533468 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1534045.625000 Penalty: 4692.589355
	Iteration 3F: 3 clusters Score -1534046 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1534611.750000 Penalty: 4692.589355
	Iteration 4F: 3 clusters Score -1534612 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1535144.500000 Penalty: 4692.589355
	Iteration 5F: 3 clusters Score -1535144 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1535715.875000 Penalty: 4692.589355
	Iteration 6F: 3 clusters Score -1535716 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1536206.125000 Penalty: 4692.589355
	Iteration 7F: 3 clusters Score -1536206 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1536625.125000 Penalty: 4692.589355
	Iteration 8Q: 3 clusters Score -1536625 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1536962.750000 Penalty: 4692.589355
	Iteration 9Q: 3 clusters Score -1536963 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1537207.875000 Penalty: 4692.589355
	Iteration 10Q: 3 clusters Score -1537208 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1537373.750000 Penalty: 4692.589355
	Iteration 11Q: 3 clusters Score -1537374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1537471.000000 Penalty: 4692.589355
	Iteration 12Q: 3 clusters Score -1537471 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1537547.500000 Penalty: 4692.589355
	Iteration 13Q: 3 clusters Score -1537548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1537607.125000 Penalty: 4692.589355
	Iteration 14Q: 3 clusters Score -1537607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1537654.875000 Penalty: 4692.589355
	Iteration 15Q: 3 clusters Score -1537655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1537694.125000 Penalty: 4692.589355
	Iteration 16Q: 3 clusters Score -1537694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1537729.250000 Penalty: 4692.589355
	Iteration 17Q: 3 clusters Score -1537729 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1537760.250000 Penalty: 4692.589355
	Iteration 18Q: 3 clusters Score -1537760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1537780.500000 Penalty: 4692.589355
	Iteration 19Q: 3 clusters Score -1537780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1537802.750000 Penalty: 4692.589355
	Iteration 20F: 3 clusters Score -1537803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1537814.375000 Penalty: 4692.589355
	Iteration 21Q: 3 clusters Score -1537814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1537817.750000 Penalty: 4692.589355
	Iteration 22Q: 3 clusters Score -1537818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1537832.375000 Penalty: 4692.589355
	Iteration 23Q: 3 clusters Score -1537832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1537841.500000 Penalty: 4692.589355
	Iteration 24Q: 3 clusters Score -1537842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1537851.625000 Penalty: 4692.589355
	Iteration 25Q: 3 clusters Score -1537852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1537864.000000 Penalty: 4692.589355
	Iteration 26Q: 3 clusters Score -1537864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1537869.625000 Penalty: 4692.589355
	Iteration 27Q: 3 clusters Score -1537870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1537881.375000 Penalty: 4692.589355
	Iteration 28Q: 3 clusters Score -1537881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1537889.125000 Penalty: 4692.589355
	Iteration 29Q: 3 clusters Score -1537889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1537898.875000 Penalty: 4692.589355
	Iteration 30Q: 3 clusters Score -1537899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1537906.000000 Penalty: 4692.589355
	Iteration 31Q: 3 clusters Score -1537906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1537917.000000 Penalty: 4692.589355
	Iteration 32Q: 3 clusters Score -1537917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1537938.250000 Penalty: 4692.589355
	Iteration 33Q: 3 clusters Score -1537938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1537965.500000 Penalty: 4692.589355
	Iteration 34Q: 3 clusters Score -1537966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1537986.250000 Penalty: 4692.589355
	Iteration 35Q: 3 clusters Score -1537986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1538008.125000 Penalty: 4692.589355
	Iteration 36Q: 3 clusters Score -1538008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1538046.250000 Penalty: 4692.589355
	Iteration 37Q: 3 clusters Score -1538046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1538074.875000 Penalty: 4692.589355
	Iteration 38Q: 3 clusters Score -1538075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1538098.750000 Penalty: 4692.589355
	Iteration 39Q: 3 clusters Score -1538099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1538124.625000 Penalty: 4692.589355
	Iteration 40F: 3 clusters Score -1538125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1538143.750000 Penalty: 4692.589355
	Iteration 41Q: 3 clusters Score -1538144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1538161.875000 Penalty: 4692.589355
	Iteration 42Q: 3 clusters Score -1538162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1538176.625000 Penalty: 4692.589355
	Iteration 43Q: 3 clusters Score -1538177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1538182.500000 Penalty: 4692.589355
	Iteration 44Q: 3 clusters Score -1538182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1538192.375000 Penalty: 4692.589355
	Iteration 45Q: 3 clusters Score -1538192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1538199.500000 Penalty: 4692.589355
	Iteration 46Q: 3 clusters Score -1538200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1538201.250000 Penalty: 4692.589355
	Iteration 47Q: 3 clusters Score -1538201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1538202.375000 Penalty: 4692.589355
	Iteration 48Q: 3 clusters Score -1538202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1538213.750000 Penalty: 4692.589355
	Iteration 49Q: 3 clusters Score -1538214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1538218.375000 Penalty: 4692.589355
	Iteration 50Q: 3 clusters Score -1538218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1538220.625000 Penalty: 4692.589355
	Iteration 51Q: 3 clusters Score -1538221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1538225.000000 Penalty: 4692.589355
	Iteration 52Q: 3 clusters Score -1538225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1538225.500000 Penalty: 4692.589355
	Iteration 53Q: 3 clusters Score -1538226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1538227.750000 Penalty: 4692.589355
	Iteration 54Q: 3 clusters Score -1538228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1538232.375000 Penalty: 4692.589355
	Iteration 55Q: 3 clusters Score -1538232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1538233.125000 Penalty: 4692.589355
	Iteration 56Q: 3 clusters Score -1538233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1538235.875000 Penalty: 4692.589355
	Iteration 57Q: 3 clusters Score -1538236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1538237.500000 Penalty: 4692.589355
	Iteration 58Q: 3 clusters Score -1538238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1538243.750000 Penalty: 4692.589355
	Iteration 59Q: 3 clusters Score -1538244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1538247.125000 Penalty: 4692.589355
	Iteration 60F: 3 clusters Score -1538247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1538246.500000 Penalty: 4692.589355
	Iteration 61Q: 3 clusters Score -1538246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1538247.500000 Penalty: 4692.589355
	Iteration 62Q: 3 clusters Score -1538248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1538248.375000 Penalty: 4692.589355
	Iteration 63Q: 3 clusters Score -1538248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1538250.000000 Penalty: 4692.589355
	Iteration 64Q: 3 clusters Score -1538250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1538250.750000 Penalty: 4692.589355
	Iteration 65Q: 3 clusters Score -1538251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1538253.375000 Penalty: 4692.589355
	Iteration 66Q: 3 clusters Score -1538253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1538252.250000 Penalty: 4692.589355
	Iteration 67Q: 3 clusters Score -1538252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1538253.625000 Penalty: 4692.589355
	Iteration 68Q: 3 clusters Score -1538254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1538258.500000 Penalty: 4692.589355
	Iteration 69Q: 3 clusters Score -1538258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1538261.375000 Penalty: 4692.589355
	Iteration 70Q: 3 clusters Score -1538261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1538262.125000 Penalty: 4692.589355
	Iteration 71Q: 3 clusters Score -1538262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1538260.500000 Penalty: 4692.589355
	Iteration 72Q: 3 clusters Score -1538260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1538263.250000 Penalty: 4692.589355
	Iteration 73Q: 3 clusters Score -1538263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1538262.250000 Penalty: 4692.589355
	Iteration 74Q: 3 clusters Score -1538262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1538262.500000 Penalty: 4692.589355
	Iteration 75Q: 3 clusters Score -1538262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1538264.625000 Penalty: 4692.589355
	Iteration 76Q: 3 clusters Score -1538265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1538265.875000 Penalty: 4692.589355
	Iteration 77Q: 3 clusters Score -1538266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1538265.625000 Penalty: 4692.589355
	Iteration 78Q: 3 clusters Score -1538266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1538266.750000 Penalty: 4692.589355
	Iteration 79Q: 3 clusters Score -1538267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1538267.875000 Penalty: 4692.589355
	Iteration 80F: 3 clusters Score -1538268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1538270.625000 Penalty: 4692.589355
	Iteration 81Q: 3 clusters Score -1538271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1538272.625000 Penalty: 4692.589355
	Iteration 82Q: 3 clusters Score -1538273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1538275.250000 Penalty: 4692.589355
	Iteration 83Q: 3 clusters Score -1538275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1538274.625000 Penalty: 4692.589355
	Iteration 84Q: 3 clusters Score -1538275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1538276.750000 Penalty: 4692.589355
	Iteration 85Q: 3 clusters Score -1538277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1538275.875000 Penalty: 4692.589355
	Iteration 86Q: 3 clusters Score -1538276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1538275.500000 Penalty: 4692.589355
	Iteration 87Q: 3 clusters Score -1538276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1538275.750000 Penalty: 4692.589355
	Iteration 88Q: 3 clusters Score -1538276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1538276.125000 Penalty: 4692.589355
	Iteration 89Q: 3 clusters Score -1538276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1538278.375000 Penalty: 4692.589355
	Iteration 90Q: 3 clusters Score -1538278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1538279.000000 Penalty: 4692.589355
	Iteration 91Q: 3 clusters Score -1538279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1538278.250000 Penalty: 4692.589355
	Iteration 92Q: 3 clusters Score -1538278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1538278.750000 Penalty: 4692.589355
	Iteration 93Q: 3 clusters Score -1538279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1538278.875000 Penalty: 4692.589355
	Iteration 94Q: 3 clusters Score -1538279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1538278.875000 Penalty: 4692.589355
	Iteration 95F: 3 clusters Score -1538279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -12232.044922 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -12232.04 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 74 members 
Entering Unmasked Estep 
Score: -11356.038086 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -11356.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11491.620117 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -11491.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11530.521484 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -11530.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11533.021484 Penalty: 2454.584961
	Iteration 3Q: 3 clusters Score -11533.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11533.021484 Penalty: 2454.584961
	Iteration 4F: 3 clusters Score -11533.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 299 members 
Entering Unmasked Estep 
Score: -68939.492188 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68939.49 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69175.804688 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69175.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69307.304688 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69307.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69384.906250 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -69384.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69445.804688 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69445.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69477.125000 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69477.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69508.250000 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69508.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69553.210938 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69553.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69583.445312 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69583.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69592.875000 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69592.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69603.195312 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69608.476562 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69608.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69611.375000 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69611.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69611.375000 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -69611.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Entering Unmasked Estep 
Score: -3424934.250000 Penalty: 2511.056885
	Iteration 0F: 2 clusters Score -3424934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3407644.750000 Penalty: 5022.113770
	Iteration 0F: 3 clusters Score -3407645 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3413528.000000 Penalty: 5022.113770
	Iteration 1F: 3 clusters Score -3413528 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3413951.000000 Penalty: 5022.113770
	Iteration 2Q: 3 clusters Score -3413951 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3414416.000000 Penalty: 5022.113770
	Iteration 3Q: 3 clusters Score -3414416 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3414988.500000 Penalty: 5022.113770
	Iteration 4Q: 3 clusters Score -3414988 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3415718.750000 Penalty: 5022.113770
	Iteration 5F: 3 clusters Score -3415719 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3416635.000000 Penalty: 5022.113770
	Iteration 6F: 3 clusters Score -3416635 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3417726.750000 Penalty: 5022.113770
	Iteration 7F: 3 clusters Score -3417727 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3418867.250000 Penalty: 5022.113770
	Iteration 8F: 3 clusters Score -3418867 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3419982.250000 Penalty: 5022.113770
	Iteration 9F: 3 clusters Score -3419982 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3420858.000000 Penalty: 5022.113770
	Iteration 10Q: 3 clusters Score -3420858 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3421311.500000 Penalty: 5022.113770
	Iteration 11Q: 3 clusters Score -3421312 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3421562.000000 Penalty: 5022.113770
	Iteration 12Q: 3 clusters Score -3421562 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3421743.000000 Penalty: 5022.113770
	Iteration 13Q: 3 clusters Score -3421743 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3421853.750000 Penalty: 5022.113770
	Iteration 14Q: 3 clusters Score -3421854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3421946.000000 Penalty: 5022.113770
	Iteration 15Q: 3 clusters Score -3421946 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3422034.500000 Penalty: 5022.113770
	Iteration 16Q: 3 clusters Score -3422034 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3422096.250000 Penalty: 5022.113770
	Iteration 17Q: 3 clusters Score -3422096 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3422164.000000 Penalty: 5022.113770
	Iteration 18Q: 3 clusters Score -3422164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3422225.500000 Penalty: 5022.113770
	Iteration 19Q: 3 clusters Score -3422226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3422296.750000 Penalty: 5022.113770
	Iteration 20F: 3 clusters Score -3422297 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3422377.000000 Penalty: 5022.113770
	Iteration 21Q: 3 clusters Score -3422377 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3422443.000000 Penalty: 5022.113770
	Iteration 22Q: 3 clusters Score -3422443 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3422505.500000 Penalty: 5022.113770
	Iteration 23Q: 3 clusters Score -3422506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3422552.500000 Penalty: 5022.113770
	Iteration 24Q: 3 clusters Score -3422552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3422599.750000 Penalty: 5022.113770
	Iteration 25Q: 3 clusters Score -3422600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3422629.750000 Penalty: 5022.113770
	Iteration 26Q: 3 clusters Score -3422630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3422655.750000 Penalty: 5022.113770
	Iteration 27Q: 3 clusters Score -3422656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3422680.750000 Penalty: 5022.113770
	Iteration 28Q: 3 clusters Score -3422681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3422683.250000 Penalty: 5022.113770
	Iteration 29Q: 3 clusters Score -3422683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3422700.000000 Penalty: 5022.113770
	Iteration 30Q: 3 clusters Score -3422700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3422712.250000 Penalty: 5022.113770
	Iteration 31Q: 3 clusters Score -3422712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3422722.750000 Penalty: 5022.113770
	Iteration 32Q: 3 clusters Score -3422723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3422745.500000 Penalty: 5022.113770
	Iteration 33Q: 3 clusters Score -3422746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3422758.000000 Penalty: 5022.113770
	Iteration 34Q: 3 clusters Score -3422758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3422776.750000 Penalty: 5022.113770
	Iteration 35Q: 3 clusters Score -3422777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3422791.000000 Penalty: 5022.113770
	Iteration 36Q: 3 clusters Score -3422791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3422799.000000 Penalty: 5022.113770
	Iteration 37Q: 3 clusters Score -3422799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3422817.750000 Penalty: 5022.113770
	Iteration 38Q: 3 clusters Score -3422818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3422830.250000 Penalty: 5022.113770
	Iteration 39Q: 3 clusters Score -3422830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3422846.000000 Penalty: 5022.113770
	Iteration 40F: 3 clusters Score -3422846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3422857.750000 Penalty: 5022.113770
	Iteration 41Q: 3 clusters Score -3422858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3422867.250000 Penalty: 5022.113770
	Iteration 42Q: 3 clusters Score -3422867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3422877.000000 Penalty: 5022.113770
	Iteration 43Q: 3 clusters Score -3422877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3422893.500000 Penalty: 5022.113770
	Iteration 44Q: 3 clusters Score -3422894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3422906.750000 Penalty: 5022.113770
	Iteration 45Q: 3 clusters Score -3422907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3422914.500000 Penalty: 5022.113770
	Iteration 46Q: 3 clusters Score -3422914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3422910.000000 Penalty: 5022.113770
	Iteration 47Q: 3 clusters Score -3422910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3422911.500000 Penalty: 5022.113770
	Iteration 48Q: 3 clusters Score -3422912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3422914.000000 Penalty: 5022.113770
	Iteration 49Q: 3 clusters Score -3422914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3422913.500000 Penalty: 5022.113770
	Iteration 50Q: 3 clusters Score -3422914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3422923.500000 Penalty: 5022.113770
	Iteration 51Q: 3 clusters Score -3422924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3422931.000000 Penalty: 5022.113770
	Iteration 52Q: 3 clusters Score -3422931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3422929.000000 Penalty: 5022.113770
	Iteration 53Q: 3 clusters Score -3422929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3422933.750000 Penalty: 5022.113770
	Iteration 54Q: 3 clusters Score -3422934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3422942.500000 Penalty: 5022.113770
	Iteration 55Q: 3 clusters Score -3422942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3422946.500000 Penalty: 5022.113770
	Iteration 56Q: 3 clusters Score -3422946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3422947.000000 Penalty: 5022.113770
	Iteration 57Q: 3 clusters Score -3422947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3422948.500000 Penalty: 5022.113770
	Iteration 58Q: 3 clusters Score -3422948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3422948.250000 Penalty: 5022.113770
	Iteration 59Q: 3 clusters Score -3422948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3422952.000000 Penalty: 5022.113770
	Iteration 60F: 3 clusters Score -3422952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3422953.750000 Penalty: 5022.113770
	Iteration 61Q: 3 clusters Score -3422954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3422953.250000 Penalty: 5022.113770
	Iteration 62Q: 3 clusters Score -3422953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3422949.750000 Penalty: 5022.113770
	Iteration 63Q: 3 clusters Score -3422950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3422952.750000 Penalty: 5022.113770
	Iteration 64Q: 3 clusters Score -3422953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3422955.500000 Penalty: 5022.113770
	Iteration 65Q: 3 clusters Score -3422956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3422957.250000 Penalty: 5022.113770
	Iteration 66Q: 3 clusters Score -3422957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3422950.750000 Penalty: 5022.113770
	Iteration 67Q: 3 clusters Score -3422951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3422961.750000 Penalty: 5022.113770
	Iteration 68Q: 3 clusters Score -3422962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3422960.000000 Penalty: 5022.113770
	Iteration 69Q: 3 clusters Score -3422960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3422958.750000 Penalty: 5022.113770
	Iteration 70Q: 3 clusters Score -3422959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3422956.500000 Penalty: 5022.113770
	Iteration 71Q: 3 clusters Score -3422956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3422957.500000 Penalty: 5022.113770
	Iteration 72Q: 3 clusters Score -3422958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3422959.000000 Penalty: 5022.113770
	Iteration 73Q: 3 clusters Score -3422959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3422961.000000 Penalty: 5022.113770
	Iteration 74Q: 3 clusters Score -3422961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3422961.000000 Penalty: 5022.113770
	Iteration 75F: 3 clusters Score -3422961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (73152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Entering Unmasked Estep 
Score: -9647194.000000 Penalty: 2777.673096
	Iteration 0F: 2 clusters Score -9647194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -9597921.000000 Penalty: 5555.346191
	Iteration 0F: 3 clusters Score -9597921 nChanged 34410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -9617632.000000 Penalty: 5555.346191
	Iteration 1F: 3 clusters Score -9617632 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -9618419.000000 Penalty: 5555.346191
	Iteration 2Q: 3 clusters Score -9618419 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -9619431.000000 Penalty: 5555.346191
	Iteration 3Q: 3 clusters Score -9619431 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -9620660.000000 Penalty: 5555.346191
	Iteration 4Q: 3 clusters Score -9620660 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -9622640.000000 Penalty: 5555.346191
	Iteration 5F: 3 clusters Score -9622640 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -9625883.000000 Penalty: 5555.346191
	Iteration 6F: 3 clusters Score -9625883 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -9630567.000000 Penalty: 5555.346191
	Iteration 7F: 3 clusters Score -9630567 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -9635676.000000 Penalty: 5555.346191
	Iteration 8F: 3 clusters Score -9635676 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -9640029.000000 Penalty: 5555.346191
	Iteration 9F: 3 clusters Score -9640029 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9642662.000000 Penalty: 5555.346191
	Iteration 10Q: 3 clusters Score -9642662 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9643861.000000 Penalty: 5555.346191
	Iteration 11Q: 3 clusters Score -9643861 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9644354.000000 Penalty: 5555.346191
	Iteration 12Q: 3 clusters Score -9644354 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9644543.000000 Penalty: 5555.346191
	Iteration 13Q: 3 clusters Score -9644543 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9644636.000000 Penalty: 5555.346191
	Iteration 14Q: 3 clusters Score -9644636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9644712.000000 Penalty: 5555.346191
	Iteration 15Q: 3 clusters Score -9644712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9644753.000000 Penalty: 5555.346191
	Iteration 16Q: 3 clusters Score -9644753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9644764.000000 Penalty: 5555.346191
	Iteration 17Q: 3 clusters Score -9644764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9644782.000000 Penalty: 5555.346191
	Iteration 18Q: 3 clusters Score -9644782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9644791.000000 Penalty: 5555.346191
	Iteration 19Q: 3 clusters Score -9644791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9644789.000000 Penalty: 5555.346191
	Iteration 20F: 3 clusters Score -9644789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9644786.000000 Penalty: 5555.346191
	Iteration 21Q: 3 clusters Score -9644786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9644786.000000 Penalty: 5555.346191
	Iteration 22F: 3 clusters Score -9644786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58689.253906 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58689.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57216.531250 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57216.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57401.644531 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57401.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57454.050781 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -57454.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57482.046875 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57482.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57505.531250 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57505.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57511.164062 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57511.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57516.714844 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -57516.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57517.570312 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57517.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57517.570312 Penalty: 3074.445312
	Iteration 8F: 3 clusters Score -57517.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -145953.281250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -145953.3 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 695 members 
Entering Unmasked Estep 
Score: -143767.140625 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -143767.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -144091.265625 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -144091.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144170.453125 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -144170.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -144230.609375 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -144230.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144267.859375 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -144267.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144290.890625 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -144290.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144308.796875 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -144308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144318.875000 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -144318.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144331.125000 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -144331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -144341.671875 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -144341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144352.312500 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -144352.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144360.437500 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -144360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144376.125000 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -144376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144398.562500 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -144398.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144411.156250 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -144411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144417.703125 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -144417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144420.984375 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -144421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144422.093750 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -144422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144431.328125 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -144431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144444.015625 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -144444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144456.625000 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -144456.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -144471.312500 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -144471.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -144498.703125 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -144498.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144526.968750 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -144527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -144556.921875 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -144556.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -144585.062500 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -144585.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144645.531250 Penalty: 3577.663818
	Iteration 26Q: 3 clusters Score -144645.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -144703.859375 Penalty: 3577.663818
	Iteration 27Q: 3 clusters Score -144703.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144758.750000 Penalty: 3577.663818
	Iteration 28Q: 3 clusters Score -144758.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -144790.796875 Penalty: 3577.663818
	Iteration 29Q: 3 clusters Score -144790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -144813.937500 Penalty: 3577.663818
	Iteration 30Q: 3 clusters Score -144813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144841.578125 Penalty: 3577.663818
	Iteration 31Q: 3 clusters Score -144841.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -144864.109375 Penalty: 3577.663818
	Iteration 32Q: 3 clusters Score -144864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144880.875000 Penalty: 3577.663818
	Iteration 33Q: 3 clusters Score -144880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -144887.609375 Penalty: 3577.663818
	Iteration 34Q: 3 clusters Score -144887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -144892.062500 Penalty: 3577.663818
	Iteration 35Q: 3 clusters Score -144892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -144896.125000 Penalty: 3577.663818
	Iteration 36Q: 3 clusters Score -144896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144900.406250 Penalty: 3577.663818
	Iteration 37Q: 3 clusters Score -144900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144901.203125 Penalty: 3577.663818
	Iteration 38Q: 3 clusters Score -144901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144901.203125 Penalty: 3577.663818
	Iteration 39F: 3 clusters Score -144901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 277 members 
Entering Unmasked Estep 
Score: -50907.546875 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50907.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51419.535156 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51419.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51868.863281 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51868.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52172.312500 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -52172.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52264.175781 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -52264.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52347.550781 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52347.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52376.089844 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52376.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52392.187500 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52392.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52395.679688 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -52395.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52397.230469 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -52397.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52398.417969 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -52398.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52408.250000 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -52408.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52439.464844 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -52439.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52456.625000 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -52456.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52510.878906 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -52510.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52646.839844 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -52646.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52656.425781 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -52656.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52668.757812 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -52668.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52670.796875 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -52670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52670.796875 Penalty: 3078.461670
	Iteration 19F: 3 clusters Score -52670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33331 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 151538 members 
Mstep: Class 9 contains 42794 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31425 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 165689 members 
Mstep: Class 15 contains 18143 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154558 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24965 members 
Mstep: Class 24 contains 73152 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126451232.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126452808.000000 to -126451232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 280 members 
Entering Unmasked Estep 
Score: -68453.804688 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68453.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68776.929688 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68776.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68999.320312 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68999.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69135.617188 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -69135.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69205.843750 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -69205.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69223.531250 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69223.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69235.148438 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69235.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69239.859375 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69239.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69239.859375 Penalty: 3162.012207
	Iteration 8F: 3 clusters Score -69239.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33331 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 151538 members 
Mstep: Class 9 contains 42794 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31425 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 165689 members 
Mstep: Class 15 contains 18143 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154558 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24965 members 
Mstep: Class 24 contains 73152 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452768.000000 Penalty: 92212.148438
Iteration 319Q: 28 clusters Score -1.264528e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 151358 members 
Mstep: Class 9 contains 42802 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31426 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 22170 members 
Mstep: Class 14 contains 165804 members 
Mstep: Class 15 contains 18063 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154676 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 73118 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452832.000000 Penalty: 92212.148438
Iteration 320F: 28 clusters Score -1.264528e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179299 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33349 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 17335 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 151181 members 
Mstep: Class 9 contains 42817 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31424 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22185 members 
Mstep: Class 14 contains 165944 members 
Mstep: Class 15 contains 17976 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154777 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 24991 members 
Mstep: Class 24 contains 73088 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452720.000000 Penalty: 92212.148438
Iteration 321Q: 28 clusters Score -1.264527e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179297 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 33362 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 151027 members 
Mstep: Class 9 contains 42824 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31424 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 22186 members 
Mstep: Class 14 contains 166072 members 
Mstep: Class 15 contains 17898 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154888 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25003 members 
Mstep: Class 24 contains 73059 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452720.000000 Penalty: 92212.148438
Iteration 322Q: 28 clusters Score -1.264527e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179299 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 33373 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 17327 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 150875 members 
Mstep: Class 9 contains 42839 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31422 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 166164 members 
Mstep: Class 15 contains 17833 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 154998 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25018 members 
Mstep: Class 24 contains 73024 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452768.000000 Penalty: 92212.148438
Iteration 323Q: 28 clusters Score -1.264528e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179339 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 33366 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 17327 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 150767 members 
Mstep: Class 9 contains 42850 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31426 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 22197 members 
Mstep: Class 14 contains 166240 members 
Mstep: Class 15 contains 17770 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155082 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25035 members 
Mstep: Class 24 contains 72973 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452760.000000 Penalty: 92212.148438
Iteration 324Q: 28 clusters Score -1.264528e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179404 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33359 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 17317 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 150609 members 
Mstep: Class 9 contains 42855 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31428 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 22206 members 
Mstep: Class 14 contains 166359 members 
Mstep: Class 15 contains 17718 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155148 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25044 members 
Mstep: Class 24 contains 72924 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452728.000000 Penalty: 92212.148438
Iteration 325Q: 28 clusters Score -1.264527e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 33361 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 17304 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 150483 members 
Mstep: Class 9 contains 42860 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 31427 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 22210 members 
Mstep: Class 14 contains 166459 members 
Mstep: Class 15 contains 17668 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155192 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25057 members 
Mstep: Class 24 contains 72877 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452720.000000 Penalty: 92212.148438
Iteration 326Q: 28 clusters Score -1.264527e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 33344 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 150356 members 
Mstep: Class 9 contains 42859 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31426 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 166605 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155220 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25068 members 
Mstep: Class 24 contains 72846 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452640.000000 Penalty: 92212.148438
Iteration 327Q: 28 clusters Score -1.264526e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179601 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 33330 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 17288 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 150160 members 
Mstep: Class 9 contains 42876 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31429 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 166756 members 
Mstep: Class 15 contains 17577 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155286 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25081 members 
Mstep: Class 24 contains 72810 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452376.000000 Penalty: 92212.148438
Iteration 328Q: 28 clusters Score -1.264524e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 33300 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17280 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 149968 members 
Mstep: Class 9 contains 42893 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 31436 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 166902 members 
Mstep: Class 15 contains 17534 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155357 members 
Mstep: Class 20 contains 12856 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25088 members 
Mstep: Class 24 contains 72774 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452328.000000 Penalty: 92212.148438
Iteration 329Q: 28 clusters Score -1.264523e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179746 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 33283 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17277 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 149787 members 
Mstep: Class 9 contains 42901 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 31440 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 22197 members 
Mstep: Class 14 contains 167050 members 
Mstep: Class 15 contains 17482 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155401 members 
Mstep: Class 20 contains 12857 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25096 members 
Mstep: Class 24 contains 72737 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452328.000000 Penalty: 92212.148438
Iteration 330Q: 28 clusters Score -1.264523e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179853 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 33270 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17275 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 149627 members 
Mstep: Class 9 contains 42909 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31446 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 22192 members 
Mstep: Class 14 contains 167138 members 
Mstep: Class 15 contains 17431 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155465 members 
Mstep: Class 20 contains 12856 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25104 members 
Mstep: Class 24 contains 72692 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452512.000000 Penalty: 92212.148438
Iteration 331Q: 28 clusters Score -1.264525e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179933 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 33274 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 17266 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 149483 members 
Mstep: Class 9 contains 42913 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31447 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 167216 members 
Mstep: Class 15 contains 17388 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155540 members 
Mstep: Class 20 contains 12858 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25117 members 
Mstep: Class 24 contains 72639 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452592.000000 Penalty: 92212.148438
Iteration 332Q: 28 clusters Score -1.264526e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179996 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 33276 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 17263 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 149374 members 
Mstep: Class 9 contains 42921 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31449 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 167301 members 
Mstep: Class 15 contains 17345 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155584 members 
Mstep: Class 20 contains 12860 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25130 members 
Mstep: Class 24 contains 72583 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452816.000000 Penalty: 92212.148438
Iteration 333Q: 28 clusters Score -1.264528e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180026 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33275 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 149300 members 
Mstep: Class 9 contains 42926 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31454 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 22191 members 
Mstep: Class 14 contains 167380 members 
Mstep: Class 15 contains 17289 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155622 members 
Mstep: Class 20 contains 12861 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25144 members 
Mstep: Class 24 contains 72552 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452808.000000 Penalty: 92212.148438
Iteration 334Q: 28 clusters Score -1.264528e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180079 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33272 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17256 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 149229 members 
Mstep: Class 9 contains 42945 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 31455 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22190 members 
Mstep: Class 14 contains 167460 members 
Mstep: Class 15 contains 17229 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155635 members 
Mstep: Class 20 contains 12863 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25157 members 
Mstep: Class 24 contains 72512 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453056.000000 Penalty: 92212.148438
Iteration 335Q: 28 clusters Score -1.264531e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33272 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17250 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 149181 members 
Mstep: Class 9 contains 42952 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31458 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22192 members 
Mstep: Class 14 contains 167508 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155648 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25176 members 
Mstep: Class 24 contains 72478 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453160.000000 Penalty: 92212.148438
Iteration 336Q: 28 clusters Score -1.264532e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180134 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33271 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 17244 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 149133 members 
Mstep: Class 9 contains 42960 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31460 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 167585 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155663 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25186 members 
Mstep: Class 24 contains 72446 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453192.000000 Penalty: 92212.148438
Iteration 337Q: 28 clusters Score -1.264532e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 33264 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 149084 members 
Mstep: Class 9 contains 42977 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31461 members 
Mstep: Class 12 contains 9467 members 
Mstep: Class 13 contains 22204 members 
Mstep: Class 14 contains 167643 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155687 members 
Mstep: Class 20 contains 12861 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 72410 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453232.000000 Penalty: 92212.148438
Iteration 338Q: 28 clusters Score -1.264532e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180188 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33257 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 17240 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 149003 members 
Mstep: Class 9 contains 42986 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31463 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 167730 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155727 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25180 members 
Mstep: Class 24 contains 72380 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453032.000000 Penalty: 92212.148438
Iteration 339Q: 28 clusters Score -1.26453e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33253 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 17235 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 148892 members 
Mstep: Class 9 contains 42994 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31467 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 22218 members 
Mstep: Class 14 contains 167800 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155772 members 
Mstep: Class 20 contains 12864 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25181 members 
Mstep: Class 24 contains 72346 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453080.000000 Penalty: 92212.148438
Iteration 340F: 28 clusters Score -1.264531e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180345 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33255 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 17230 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 148767 members 
Mstep: Class 9 contains 43002 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31467 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 22216 members 
Mstep: Class 14 contains 167871 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155800 members 
Mstep: Class 20 contains 12864 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25191 members 
Mstep: Class 24 contains 72301 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126453192.000000 Penalty: 92212.148438
Iteration 341Q: 28 clusters Score -1.264532e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180435 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 33258 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 17226 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 148654 members 
Mstep: Class 9 contains 43010 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31467 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 167928 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155824 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25196 members 
Mstep: Class 24 contains 72255 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452904.000000 Penalty: 92212.148438
Iteration 342Q: 28 clusters Score -1.264529e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 33268 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17221 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 148527 members 
Mstep: Class 9 contains 43018 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31469 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 167990 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155878 members 
Mstep: Class 20 contains 12861 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 72210 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452872.000000 Penalty: 92212.148438
Iteration 343Q: 28 clusters Score -1.264529e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180558 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 33278 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17217 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 148406 members 
Mstep: Class 9 contains 43017 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31472 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 168070 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155926 members 
Mstep: Class 20 contains 12860 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25205 members 
Mstep: Class 24 contains 72171 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452992.000000 Penalty: 92212.148438
Iteration 344Q: 28 clusters Score -1.26453e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180601 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 33286 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17212 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 148284 members 
Mstep: Class 9 contains 43029 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31467 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 168157 members 
Mstep: Class 15 contains 16891 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155961 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 72136 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452960.000000 Penalty: 92212.148438
Iteration 345Q: 28 clusters Score -1.26453e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180653 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 33294 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 148131 members 
Mstep: Class 9 contains 43042 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31463 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 22227 members 
Mstep: Class 14 contains 168277 members 
Mstep: Class 15 contains 16873 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 155987 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25226 members 
Mstep: Class 24 contains 72094 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452928.000000 Penalty: 92212.148438
Iteration 346Q: 28 clusters Score -1.264529e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 33299 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17199 members 
Mstep: Class 7 contains 2737 members 
Mstep: Class 8 contains 147969 members 
Mstep: Class 9 contains 43049 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 31463 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 168350 members 
Mstep: Class 15 contains 16850 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156009 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25243 members 
Mstep: Class 24 contains 72063 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452696.000000 Penalty: 92212.148438
Iteration 347Q: 28 clusters Score -1.264527e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 33305 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17194 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 147823 members 
Mstep: Class 9 contains 43047 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 168454 members 
Mstep: Class 15 contains 16809 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156058 members 
Mstep: Class 20 contains 12865 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25250 members 
Mstep: Class 24 contains 72038 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452696.000000 Penalty: 92212.148438
Iteration 348Q: 28 clusters Score -1.264527e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180843 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 33314 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17187 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 147694 members 
Mstep: Class 9 contains 43040 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31468 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 168579 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156080 members 
Mstep: Class 20 contains 12868 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25249 members 
Mstep: Class 24 contains 72010 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452312.000000 Penalty: 92212.148438
Iteration 349Q: 28 clusters Score -1.264523e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180905 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 33319 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 17178 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 147572 members 
Mstep: Class 9 contains 43055 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 31464 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 168700 members 
Mstep: Class 15 contains 16709 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156087 members 
Mstep: Class 20 contains 12868 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 71990 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452264.000000 Penalty: 92212.148438
Iteration 350Q: 28 clusters Score -1.264523e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 33334 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 147435 members 
Mstep: Class 9 contains 43062 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31464 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 168850 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156099 members 
Mstep: Class 20 contains 12870 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 71977 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 351Q: 28 clusters Score -1.264519e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181002 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33345 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 147316 members 
Mstep: Class 9 contains 43072 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31462 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 168946 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156120 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25249 members 
Mstep: Class 24 contains 71950 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451880.000000 Penalty: 92212.148438
Iteration 352Q: 28 clusters Score -1.264519e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181025 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33357 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 17163 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 147195 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31466 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 169064 members 
Mstep: Class 15 contains 16553 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156134 members 
Mstep: Class 20 contains 12872 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25254 members 
Mstep: Class 24 contains 71934 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451880.000000 Penalty: 92212.148438
Iteration 353Q: 28 clusters Score -1.264519e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33359 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 17161 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 147073 members 
Mstep: Class 9 contains 43072 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31470 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 169217 members 
Mstep: Class 15 contains 16512 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156140 members 
Mstep: Class 20 contains 12873 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25248 members 
Mstep: Class 24 contains 71918 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1359 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451656.000000 Penalty: 92212.148438
Iteration 354Q: 28 clusters Score -1.264517e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181089 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33362 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 17155 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 146956 members 
Mstep: Class 9 contains 43077 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31471 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 22219 members 
Mstep: Class 14 contains 169353 members 
Mstep: Class 15 contains 16468 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 12875 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25241 members 
Mstep: Class 24 contains 71909 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 355Q: 28 clusters Score -1.264517e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181114 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33368 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 17146 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 146833 members 
Mstep: Class 9 contains 43081 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31471 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 22214 members 
Mstep: Class 14 contains 169504 members 
Mstep: Class 15 contains 16424 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156173 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25232 members 
Mstep: Class 24 contains 71906 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1361 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451936.000000 Penalty: 92212.148438
Iteration 356Q: 28 clusters Score -1.264519e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181127 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33387 members 
Mstep: Class 5 contains 7246 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 146732 members 
Mstep: Class 9 contains 43083 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31478 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22219 members 
Mstep: Class 14 contains 169636 members 
Mstep: Class 15 contains 16381 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156174 members 
Mstep: Class 20 contains 12877 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 71894 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451800.000000 Penalty: 92212.148438
Iteration 357Q: 28 clusters Score -1.264518e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181122 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33395 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 17132 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 146656 members 
Mstep: Class 9 contains 43088 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31479 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 169743 members 
Mstep: Class 15 contains 16335 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156183 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25228 members 
Mstep: Class 24 contains 71887 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 358Q: 28 clusters Score -1.264519e+08 nChanged 905
Entering ConstructFrom: 
Score: -126451904.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (181137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Entering Unmasked Estep 
Score: -24459652.000000 Penalty: 3002.538330
	Iteration 0F: 2 clusters Score -2.445965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -24341146.000000 Penalty: 6005.076660
	Iteration 0F: 3 clusters Score -2.434115e+07 nChanged 86895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -24391610.000000 Penalty: 6005.076660
	Iteration 1F: 3 clusters Score -2.439161e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -24392996.000000 Penalty: 6005.076660
	Iteration 2Q: 3 clusters Score -2.4393e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -24395598.000000 Penalty: 6005.076660
	Iteration 3Q: 3 clusters Score -2.43956e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -24399882.000000 Penalty: 6005.076660
	Iteration 4F: 3 clusters Score -2.439988e+07 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -24407814.000000 Penalty: 6005.076660
	Iteration 5F: 3 clusters Score -2.440781e+07 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -24421324.000000 Penalty: 6005.076660
	Iteration 6F: 3 clusters Score -2.442132e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -24436730.000000 Penalty: 6005.076660
	Iteration 7F: 3 clusters Score -2.443673e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -24447762.000000 Penalty: 6005.076660
	Iteration 8F: 3 clusters Score -2.444776e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -24453702.000000 Penalty: 6005.076660
	Iteration 9Q: 3 clusters Score -2.44537e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -24456134.000000 Penalty: 6005.076660
	Iteration 10Q: 3 clusters Score -2.445613e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177530 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -24457170.000000 Penalty: 6005.076660
	Iteration 11Q: 3 clusters Score -2.445717e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178107 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -24457540.000000 Penalty: 6005.076660
	Iteration 12Q: 3 clusters Score -2.445754e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178421 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24457758.000000 Penalty: 6005.076660
	Iteration 13Q: 3 clusters Score -2.445776e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24457850.000000 Penalty: 6005.076660
	Iteration 14Q: 3 clusters Score -2.445785e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24457858.000000 Penalty: 6005.076660
	Iteration 15Q: 3 clusters Score -2.445786e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -24457882.000000 Penalty: 6005.076660
	Iteration 16Q: 3 clusters Score -2.445788e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178954 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -24457880.000000 Penalty: 6005.076660
	Iteration 17Q: 3 clusters Score -2.445788e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24457904.000000 Penalty: 6005.076660
	Iteration 18Q: 3 clusters Score -2.44579e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179099 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -24457894.000000 Penalty: 6005.076660
	Iteration 19Q: 3 clusters Score -2.445789e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179156 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -24457956.000000 Penalty: 6005.076660
	Iteration 20F: 3 clusters Score -2.445796e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -24457960.000000 Penalty: 6005.076660
	Iteration 21Q: 3 clusters Score -2.445796e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -24457924.000000 Penalty: 6005.076660
	Iteration 22Q: 3 clusters Score -2.445792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179272 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -24457932.000000 Penalty: 6005.076660
	Iteration 23Q: 3 clusters Score -2.445793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -24457938.000000 Penalty: 6005.076660
	Iteration 24Q: 3 clusters Score -2.445794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179335 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -24457944.000000 Penalty: 6005.076660
	Iteration 25Q: 3 clusters Score -2.445794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -24457952.000000 Penalty: 6005.076660
	Iteration 26Q: 3 clusters Score -2.445795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179397 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24457952.000000 Penalty: 6005.076660
	Iteration 27Q: 3 clusters Score -2.445795e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179430 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -24457934.000000 Penalty: 6005.076660
	Iteration 28Q: 3 clusters Score -2.445793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179450 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24457928.000000 Penalty: 6005.076660
	Iteration 29Q: 3 clusters Score -2.445793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24457926.000000 Penalty: 6005.076660
	Iteration 30Q: 3 clusters Score -2.445793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179505 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24457930.000000 Penalty: 6005.076660
	Iteration 31Q: 3 clusters Score -2.445793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24457916.000000 Penalty: 6005.076660
	Iteration 32Q: 3 clusters Score -2.445792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -24457908.000000 Penalty: 6005.076660
	Iteration 33Q: 3 clusters Score -2.445791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24457898.000000 Penalty: 6005.076660
	Iteration 34Q: 3 clusters Score -2.44579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24457890.000000 Penalty: 6005.076660
	Iteration 35Q: 3 clusters Score -2.445789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24457910.000000 Penalty: 6005.076660
	Iteration 36Q: 3 clusters Score -2.445791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -24457914.000000 Penalty: 6005.076660
	Iteration 37Q: 3 clusters Score -2.445791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179569 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -24457912.000000 Penalty: 6005.076660
	Iteration 38Q: 3 clusters Score -2.445791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -24457910.000000 Penalty: 6005.076660
	Iteration 39Q: 3 clusters Score -2.445791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -24457916.000000 Penalty: 6005.076660
	Iteration 40F: 3 clusters Score -2.445792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -24457912.000000 Penalty: 6005.076660
	Iteration 41Q: 3 clusters Score -2.445791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -24457928.000000 Penalty: 6005.076660
	Iteration 42Q: 3 clusters Score -2.445793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179578 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -24457934.000000 Penalty: 6005.076660
	Iteration 43Q: 3 clusters Score -2.445793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24457938.000000 Penalty: 6005.076660
	Iteration 44Q: 3 clusters Score -2.445794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179590 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -24457944.000000 Penalty: 6005.076660
	Iteration 45Q: 3 clusters Score -2.445794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179593 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24457922.000000 Penalty: 6005.076660
	Iteration 46Q: 3 clusters Score -2.445792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -24457922.000000 Penalty: 6005.076660
	Iteration 47Q: 3 clusters Score -2.445792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -24457922.000000 Penalty: 6005.076660
	Iteration 48F: 3 clusters Score -2.445792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -341844.375000 Penalty: 1944.592773
	Iteration 0F: 2 clusters Score -341844.4 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 1303 members 
Entering Unmasked Estep 
Score: -338872.125000 Penalty: 3889.185547
	Iteration 0F: 3 clusters Score -338872.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -339416.531250 Penalty: 3889.185547
	Iteration 1F: 3 clusters Score -339416.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -339538.687500 Penalty: 3889.185547
	Iteration 2F: 3 clusters Score -339538.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -339606.718750 Penalty: 3889.185547
	Iteration 3Q: 3 clusters Score -339606.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339644.437500 Penalty: 3889.185547
	Iteration 4Q: 3 clusters Score -339644.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -339670.906250 Penalty: 3889.185547
	Iteration 5Q: 3 clusters Score -339670.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -339693.593750 Penalty: 3889.185547
	Iteration 6Q: 3 clusters Score -339693.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -339714.312500 Penalty: 3889.185547
	Iteration 7Q: 3 clusters Score -339714.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -339735.562500 Penalty: 3889.185547
	Iteration 8Q: 3 clusters Score -339735.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -339752.156250 Penalty: 3889.185547
	Iteration 9Q: 3 clusters Score -339752.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -339763.093750 Penalty: 3889.185547
	Iteration 10Q: 3 clusters Score -339763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -339772.625000 Penalty: 3889.185547
	Iteration 11Q: 3 clusters Score -339772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -339784.375000 Penalty: 3889.185547
	Iteration 12Q: 3 clusters Score -339784.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -339792.843750 Penalty: 3889.185547
	Iteration 13Q: 3 clusters Score -339792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -339803.218750 Penalty: 3889.185547
	Iteration 14Q: 3 clusters Score -339803.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -339809.375000 Penalty: 3889.185547
	Iteration 15Q: 3 clusters Score -339809.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -339816.906250 Penalty: 3889.185547
	Iteration 16Q: 3 clusters Score -339816.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -339825.625000 Penalty: 3889.185547
	Iteration 17Q: 3 clusters Score -339825.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -339830.500000 Penalty: 3889.185547
	Iteration 18Q: 3 clusters Score -339830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -339836.875000 Penalty: 3889.185547
	Iteration 19Q: 3 clusters Score -339836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -339843.937500 Penalty: 3889.185547
	Iteration 20F: 3 clusters Score -339843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -339846.875000 Penalty: 3889.185547
	Iteration 21Q: 3 clusters Score -339846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -339848.375000 Penalty: 3889.185547
	Iteration 22Q: 3 clusters Score -339848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -339850.625000 Penalty: 3889.185547
	Iteration 23Q: 3 clusters Score -339850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -339853.500000 Penalty: 3889.185547
	Iteration 24Q: 3 clusters Score -339853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -339854.968750 Penalty: 3889.185547
	Iteration 25Q: 3 clusters Score -339855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -339855.812500 Penalty: 3889.185547
	Iteration 26Q: 3 clusters Score -339855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -339855.750000 Penalty: 3889.185547
	Iteration 27Q: 3 clusters Score -339855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -339856.875000 Penalty: 3889.185547
	Iteration 28Q: 3 clusters Score -339856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -339856.968750 Penalty: 3889.185547
	Iteration 29Q: 3 clusters Score -339857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -339857.281250 Penalty: 3889.185547
	Iteration 30Q: 3 clusters Score -339857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -339857.281250 Penalty: 3889.185547
	Iteration 31F: 3 clusters Score -339857.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Entering Unmasked Estep 
Score: -4574262.000000 Penalty: 2583.260010
	Iteration 0F: 2 clusters Score -4574262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4551474.000000 Penalty: 5166.520020
	Iteration 0F: 3 clusters Score -4551474 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4559889.500000 Penalty: 5166.520020
	Iteration 1F: 3 clusters Score -4559890 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4560666.500000 Penalty: 5166.520020
	Iteration 2F: 3 clusters Score -4560666 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4561609.000000 Penalty: 5166.520020
	Iteration 3F: 3 clusters Score -4561609 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -4562984.000000 Penalty: 5166.520020
	Iteration 4F: 3 clusters Score -4562984 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4564757.500000 Penalty: 5166.520020
	Iteration 5F: 3 clusters Score -4564758 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4566864.000000 Penalty: 5166.520020
	Iteration 6F: 3 clusters Score -4566864 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4568750.000000 Penalty: 5166.520020
	Iteration 7F: 3 clusters Score -4568750 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4570023.500000 Penalty: 5166.520020
	Iteration 8Q: 3 clusters Score -4570024 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4570770.000000 Penalty: 5166.520020
	Iteration 9Q: 3 clusters Score -4570770 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4571124.000000 Penalty: 5166.520020
	Iteration 10Q: 3 clusters Score -4571124 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4571286.000000 Penalty: 5166.520020
	Iteration 11Q: 3 clusters Score -4571286 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4571397.500000 Penalty: 5166.520020
	Iteration 12Q: 3 clusters Score -4571398 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4571494.000000 Penalty: 5166.520020
	Iteration 13Q: 3 clusters Score -4571494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4571547.500000 Penalty: 5166.520020
	Iteration 14Q: 3 clusters Score -4571548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4571587.500000 Penalty: 5166.520020
	Iteration 15Q: 3 clusters Score -4571588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4571620.000000 Penalty: 5166.520020
	Iteration 16Q: 3 clusters Score -4571620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4571648.500000 Penalty: 5166.520020
	Iteration 17Q: 3 clusters Score -4571648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4571685.000000 Penalty: 5166.520020
	Iteration 18Q: 3 clusters Score -4571685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4571697.000000 Penalty: 5166.520020
	Iteration 19Q: 3 clusters Score -4571697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4571729.500000 Penalty: 5166.520020
	Iteration 20F: 3 clusters Score -4571730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4571755.500000 Penalty: 5166.520020
	Iteration 21Q: 3 clusters Score -4571756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4571775.500000 Penalty: 5166.520020
	Iteration 22Q: 3 clusters Score -4571776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4571787.000000 Penalty: 5166.520020
	Iteration 23Q: 3 clusters Score -4571787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4571795.000000 Penalty: 5166.520020
	Iteration 24Q: 3 clusters Score -4571795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4571805.000000 Penalty: 5166.520020
	Iteration 25Q: 3 clusters Score -4571805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4571809.500000 Penalty: 5166.520020
	Iteration 26Q: 3 clusters Score -4571810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4571819.500000 Penalty: 5166.520020
	Iteration 27Q: 3 clusters Score -4571820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4571823.000000 Penalty: 5166.520020
	Iteration 28Q: 3 clusters Score -4571823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4571824.500000 Penalty: 5166.520020
	Iteration 29Q: 3 clusters Score -4571824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4571817.500000 Penalty: 5166.520020
	Iteration 30Q: 3 clusters Score -4571818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4571823.000000 Penalty: 5166.520020
	Iteration 31Q: 3 clusters Score -4571823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4571829.000000 Penalty: 5166.520020
	Iteration 32Q: 3 clusters Score -4571829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4571836.000000 Penalty: 5166.520020
	Iteration 33Q: 3 clusters Score -4571836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4571850.500000 Penalty: 5166.520020
	Iteration 34Q: 3 clusters Score -4571850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4571848.500000 Penalty: 5166.520020
	Iteration 35Q: 3 clusters Score -4571848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4571850.000000 Penalty: 5166.520020
	Iteration 36Q: 3 clusters Score -4571850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4571854.500000 Penalty: 5166.520020
	Iteration 37Q: 3 clusters Score -4571854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4571860.000000 Penalty: 5166.520020
	Iteration 38Q: 3 clusters Score -4571860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4571870.500000 Penalty: 5166.520020
	Iteration 39Q: 3 clusters Score -4571870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4571872.000000 Penalty: 5166.520020
	Iteration 40F: 3 clusters Score -4571872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4571874.500000 Penalty: 5166.520020
	Iteration 41Q: 3 clusters Score -4571874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4571881.500000 Penalty: 5166.520020
	Iteration 42Q: 3 clusters Score -4571882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4571886.000000 Penalty: 5166.520020
	Iteration 43Q: 3 clusters Score -4571886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4571883.500000 Penalty: 5166.520020
	Iteration 44Q: 3 clusters Score -4571884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4571880.000000 Penalty: 5166.520020
	Iteration 45Q: 3 clusters Score -4571880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4571879.500000 Penalty: 5166.520020
	Iteration 46Q: 3 clusters Score -4571880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4571881.000000 Penalty: 5166.520020
	Iteration 47Q: 3 clusters Score -4571881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4571881.000000 Penalty: 5166.520020
	Iteration 48Q: 3 clusters Score -4571881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4571883.000000 Penalty: 5166.520020
	Iteration 49Q: 3 clusters Score -4571883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4571891.500000 Penalty: 5166.520020
	Iteration 50Q: 3 clusters Score -4571892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4571888.000000 Penalty: 5166.520020
	Iteration 51Q: 3 clusters Score -4571888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4571885.500000 Penalty: 5166.520020
	Iteration 52Q: 3 clusters Score -4571886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4571888.500000 Penalty: 5166.520020
	Iteration 53Q: 3 clusters Score -4571888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4571888.000000 Penalty: 5166.520020
	Iteration 54Q: 3 clusters Score -4571888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4571891.000000 Penalty: 5166.520020
	Iteration 55Q: 3 clusters Score -4571891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4571894.000000 Penalty: 5166.520020
	Iteration 56Q: 3 clusters Score -4571894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4571894.000000 Penalty: 5166.520020
	Iteration 57F: 3 clusters Score -4571894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -932938.062500 Penalty: 2204.172119
	Iteration 0F: 2 clusters Score -932938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -926952.062500 Penalty: 4408.344238
	Iteration 0F: 3 clusters Score -926952.1 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -928551.312500 Penalty: 4408.344238
	Iteration 1F: 3 clusters Score -928551.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -928922.750000 Penalty: 4408.344238
	Iteration 2F: 3 clusters Score -928922.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -929310.062500 Penalty: 4408.344238
	Iteration 3F: 3 clusters Score -929310.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -929691.062500 Penalty: 4408.344238
	Iteration 4F: 3 clusters Score -929691.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -930013.750000 Penalty: 4408.344238
	Iteration 5F: 3 clusters Score -930013.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -930327.250000 Penalty: 4408.344238
	Iteration 6F: 3 clusters Score -930327.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -930617.937500 Penalty: 4408.344238
	Iteration 7F: 3 clusters Score -930617.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -930889.000000 Penalty: 4408.344238
	Iteration 8F: 3 clusters Score -930889 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -931078.500000 Penalty: 4408.344238
	Iteration 9Q: 3 clusters Score -931078.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -931226.687500 Penalty: 4408.344238
	Iteration 10Q: 3 clusters Score -931226.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -931357.937500 Penalty: 4408.344238
	Iteration 11Q: 3 clusters Score -931357.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -931456.750000 Penalty: 4408.344238
	Iteration 12Q: 3 clusters Score -931456.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -931529.937500 Penalty: 4408.344238
	Iteration 13Q: 3 clusters Score -931529.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -931573.250000 Penalty: 4408.344238
	Iteration 14Q: 3 clusters Score -931573.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -931603.375000 Penalty: 4408.344238
	Iteration 15Q: 3 clusters Score -931603.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -931627.375000 Penalty: 4408.344238
	Iteration 16Q: 3 clusters Score -931627.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -931650.687500 Penalty: 4408.344238
	Iteration 17Q: 3 clusters Score -931650.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -931674.625000 Penalty: 4408.344238
	Iteration 18Q: 3 clusters Score -931674.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -931697.625000 Penalty: 4408.344238
	Iteration 19Q: 3 clusters Score -931697.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -931715.062500 Penalty: 4408.344238
	Iteration 20F: 3 clusters Score -931715.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -931723.000000 Penalty: 4408.344238
	Iteration 21Q: 3 clusters Score -931723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -931734.687500 Penalty: 4408.344238
	Iteration 22Q: 3 clusters Score -931734.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -931750.625000 Penalty: 4408.344238
	Iteration 23Q: 3 clusters Score -931750.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -931761.250000 Penalty: 4408.344238
	Iteration 24Q: 3 clusters Score -931761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -931771.437500 Penalty: 4408.344238
	Iteration 25Q: 3 clusters Score -931771.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -931783.437500 Penalty: 4408.344238
	Iteration 26Q: 3 clusters Score -931783.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -931790.187500 Penalty: 4408.344238
	Iteration 27Q: 3 clusters Score -931790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -931800.000000 Penalty: 4408.344238
	Iteration 28Q: 3 clusters Score -931800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -931807.750000 Penalty: 4408.344238
	Iteration 29Q: 3 clusters Score -931807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -931814.937500 Penalty: 4408.344238
	Iteration 30Q: 3 clusters Score -931814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -931821.625000 Penalty: 4408.344238
	Iteration 31Q: 3 clusters Score -931821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -931831.125000 Penalty: 4408.344238
	Iteration 32Q: 3 clusters Score -931831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -931835.750000 Penalty: 4408.344238
	Iteration 33Q: 3 clusters Score -931835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -931840.375000 Penalty: 4408.344238
	Iteration 34Q: 3 clusters Score -931840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -931842.125000 Penalty: 4408.344238
	Iteration 35Q: 3 clusters Score -931842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -931846.875000 Penalty: 4408.344238
	Iteration 36Q: 3 clusters Score -931846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -931848.250000 Penalty: 4408.344238
	Iteration 37Q: 3 clusters Score -931848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -931848.375000 Penalty: 4408.344238
	Iteration 38Q: 3 clusters Score -931848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -931848.625000 Penalty: 4408.344238
	Iteration 39Q: 3 clusters Score -931848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -931849.437500 Penalty: 4408.344238
	Iteration 40F: 3 clusters Score -931849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -931850.375000 Penalty: 4408.344238
	Iteration 41Q: 3 clusters Score -931850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -931851.812500 Penalty: 4408.344238
	Iteration 42Q: 3 clusters Score -931851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -931852.750000 Penalty: 4408.344238
	Iteration 43Q: 3 clusters Score -931852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -931853.250000 Penalty: 4408.344238
	Iteration 44Q: 3 clusters Score -931853.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -931853.250000 Penalty: 4408.344238
	Iteration 45F: 3 clusters Score -931853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Entering Unmasked Estep 
Score: -2211918.250000 Penalty: 2417.504639
	Iteration 0F: 2 clusters Score -2211918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2199767.500000 Penalty: 4835.009277
	Iteration 0F: 3 clusters Score -2199768 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2203775.250000 Penalty: 4835.009277
	Iteration 1F: 3 clusters Score -2203775 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2204307.250000 Penalty: 4835.009277
	Iteration 2F: 3 clusters Score -2204307 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2204800.500000 Penalty: 4835.009277
	Iteration 3F: 3 clusters Score -2204800 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2205263.750000 Penalty: 4835.009277
	Iteration 4Q: 3 clusters Score -2205264 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2205665.000000 Penalty: 4835.009277
	Iteration 5Q: 3 clusters Score -2205665 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2206013.500000 Penalty: 4835.009277
	Iteration 6Q: 3 clusters Score -2206014 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2206285.500000 Penalty: 4835.009277
	Iteration 7Q: 3 clusters Score -2206286 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2206488.000000 Penalty: 4835.009277
	Iteration 8Q: 3 clusters Score -2206488 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2206670.750000 Penalty: 4835.009277
	Iteration 9Q: 3 clusters Score -2206671 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2206810.750000 Penalty: 4835.009277
	Iteration 10Q: 3 clusters Score -2206811 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2206938.750000 Penalty: 4835.009277
	Iteration 11Q: 3 clusters Score -2206939 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2207061.250000 Penalty: 4835.009277
	Iteration 12Q: 3 clusters Score -2207061 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2207173.000000 Penalty: 4835.009277
	Iteration 13Q: 3 clusters Score -2207173 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2207282.750000 Penalty: 4835.009277
	Iteration 14Q: 3 clusters Score -2207283 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2207371.750000 Penalty: 4835.009277
	Iteration 15Q: 3 clusters Score -2207372 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2207466.500000 Penalty: 4835.009277
	Iteration 16Q: 3 clusters Score -2207466 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2207571.000000 Penalty: 4835.009277
	Iteration 17Q: 3 clusters Score -2207571 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2207660.000000 Penalty: 4835.009277
	Iteration 18Q: 3 clusters Score -2207660 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2207747.250000 Penalty: 4835.009277
	Iteration 19Q: 3 clusters Score -2207747 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2207827.250000 Penalty: 4835.009277
	Iteration 20F: 3 clusters Score -2207827 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2207895.250000 Penalty: 4835.009277
	Iteration 21Q: 3 clusters Score -2207895 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2207974.000000 Penalty: 4835.009277
	Iteration 22Q: 3 clusters Score -2207974 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2208051.500000 Penalty: 4835.009277
	Iteration 23Q: 3 clusters Score -2208052 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2208125.750000 Penalty: 4835.009277
	Iteration 24Q: 3 clusters Score -2208126 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2208193.000000 Penalty: 4835.009277
	Iteration 25Q: 3 clusters Score -2208193 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2208283.750000 Penalty: 4835.009277
	Iteration 26Q: 3 clusters Score -2208284 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2208366.250000 Penalty: 4835.009277
	Iteration 27Q: 3 clusters Score -2208366 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2208437.250000 Penalty: 4835.009277
	Iteration 28Q: 3 clusters Score -2208437 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2208537.250000 Penalty: 4835.009277
	Iteration 29Q: 3 clusters Score -2208537 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2208613.000000 Penalty: 4835.009277
	Iteration 30Q: 3 clusters Score -2208613 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2208677.250000 Penalty: 4835.009277
	Iteration 31Q: 3 clusters Score -2208677 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2208756.250000 Penalty: 4835.009277
	Iteration 32Q: 3 clusters Score -2208756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2208841.250000 Penalty: 4835.009277
	Iteration 33Q: 3 clusters Score -2208841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2208945.250000 Penalty: 4835.009277
	Iteration 34Q: 3 clusters Score -2208945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2209054.500000 Penalty: 4835.009277
	Iteration 35Q: 3 clusters Score -2209054 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2209146.500000 Penalty: 4835.009277
	Iteration 36Q: 3 clusters Score -2209146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2209246.250000 Penalty: 4835.009277
	Iteration 37Q: 3 clusters Score -2209246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2209338.500000 Penalty: 4835.009277
	Iteration 38Q: 3 clusters Score -2209338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2209420.000000 Penalty: 4835.009277
	Iteration 39Q: 3 clusters Score -2209420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2209474.750000 Penalty: 4835.009277
	Iteration 40F: 3 clusters Score -2209475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2209526.750000 Penalty: 4835.009277
	Iteration 41Q: 3 clusters Score -2209527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2209581.750000 Penalty: 4835.009277
	Iteration 42Q: 3 clusters Score -2209582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2209614.500000 Penalty: 4835.009277
	Iteration 43Q: 3 clusters Score -2209614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2209647.500000 Penalty: 4835.009277
	Iteration 44Q: 3 clusters Score -2209648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2209664.250000 Penalty: 4835.009277
	Iteration 45Q: 3 clusters Score -2209664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2209687.250000 Penalty: 4835.009277
	Iteration 46Q: 3 clusters Score -2209687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2209703.250000 Penalty: 4835.009277
	Iteration 47Q: 3 clusters Score -2209703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2209717.250000 Penalty: 4835.009277
	Iteration 48Q: 3 clusters Score -2209717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2209734.750000 Penalty: 4835.009277
	Iteration 49Q: 3 clusters Score -2209735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2209750.500000 Penalty: 4835.009277
	Iteration 50Q: 3 clusters Score -2209750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2209757.250000 Penalty: 4835.009277
	Iteration 51Q: 3 clusters Score -2209757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2209770.000000 Penalty: 4835.009277
	Iteration 52Q: 3 clusters Score -2209770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2209779.500000 Penalty: 4835.009277
	Iteration 53Q: 3 clusters Score -2209780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2209780.500000 Penalty: 4835.009277
	Iteration 54Q: 3 clusters Score -2209780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2209780.750000 Penalty: 4835.009277
	Iteration 55Q: 3 clusters Score -2209781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2209780.750000 Penalty: 4835.009277
	Iteration 56Q: 3 clusters Score -2209781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2209780.750000 Penalty: 4835.009277
	Iteration 57F: 3 clusters Score -2209781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -371391.406250 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -371391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -368271.968750 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -368272 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -368864.656250 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -368864.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -369032.968750 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -369033 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369121.187500 Penalty: 3924.016602
	Iteration 3Q: 3 clusters Score -369121.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -369167.375000 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -369167.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -369201.468750 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -369201.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -369227.312500 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -369227.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -369250.687500 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -369250.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -369271.406250 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -369271.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -369287.968750 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -369288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -369299.843750 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -369299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -369304.812500 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -369304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -369308.312500 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -369308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -369310.375000 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -369310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -369312.218750 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -369312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -369313.343750 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -369313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -369316.406250 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -369316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -369319.000000 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -369319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -369321.875000 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -369321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -369323.718750 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -369323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -369326.156250 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -369326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -369327.937500 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -369327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -369330.968750 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -369331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -369334.531250 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -369334.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -369337.343750 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -369337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -369339.250000 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -369339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -369340.906250 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -369340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369344.000000 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -369344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -369345.000000 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -369345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -369345.968750 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -369346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -369346.343750 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -369346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369348.093750 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -369348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369348.093750 Penalty: 3924.016602
	Iteration 32F: 3 clusters Score -369348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146577 members 
Entering Unmasked Estep 
Score: -19889760.000000 Penalty: 2950.036133
	Iteration 0F: 2 clusters Score -1.988976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -19792398.000000 Penalty: 5900.072266
	Iteration 0F: 3 clusters Score -1.97924e+07 nChanged 70089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -19833342.000000 Penalty: 5900.072266
	Iteration 1F: 3 clusters Score -1.983334e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -19835004.000000 Penalty: 5900.072266
	Iteration 2Q: 3 clusters Score -1.9835e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -19837258.000000 Penalty: 5900.072266
	Iteration 3Q: 3 clusters Score -1.983726e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -19840548.000000 Penalty: 5900.072266
	Iteration 4Q: 3 clusters Score -1.984055e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -19845338.000000 Penalty: 5900.072266
	Iteration 5F: 3 clusters Score -1.984534e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -19851870.000000 Penalty: 5900.072266
	Iteration 6F: 3 clusters Score -1.985187e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -19859088.000000 Penalty: 5900.072266
	Iteration 7F: 3 clusters Score -1.985909e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -19864426.000000 Penalty: 5900.072266
	Iteration 8F: 3 clusters Score -1.986443e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -19866524.000000 Penalty: 5900.072266
	Iteration 9Q: 3 clusters Score -1.986652e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -19867416.000000 Penalty: 5900.072266
	Iteration 10Q: 3 clusters Score -1.986742e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -19868094.000000 Penalty: 5900.072266
	Iteration 11Q: 3 clusters Score -1.986809e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -19868598.000000 Penalty: 5900.072266
	Iteration 12Q: 3 clusters Score -1.98686e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -19869044.000000 Penalty: 5900.072266
	Iteration 13Q: 3 clusters Score -1.986904e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -19869452.000000 Penalty: 5900.072266
	Iteration 14Q: 3 clusters Score -1.986945e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -19869934.000000 Penalty: 5900.072266
	Iteration 15Q: 3 clusters Score -1.986993e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -19870378.000000 Penalty: 5900.072266
	Iteration 16Q: 3 clusters Score -1.987038e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -19870852.000000 Penalty: 5900.072266
	Iteration 17Q: 3 clusters Score -1.987085e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -19871290.000000 Penalty: 5900.072266
	Iteration 18Q: 3 clusters Score -1.987129e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -19871738.000000 Penalty: 5900.072266
	Iteration 19Q: 3 clusters Score -1.987174e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -19872180.000000 Penalty: 5900.072266
	Iteration 20F: 3 clusters Score -1.987218e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -19872566.000000 Penalty: 5900.072266
	Iteration 21Q: 3 clusters Score -1.987257e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -19872854.000000 Penalty: 5900.072266
	Iteration 22Q: 3 clusters Score -1.987285e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -19873284.000000 Penalty: 5900.072266
	Iteration 23Q: 3 clusters Score -1.987328e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -19873578.000000 Penalty: 5900.072266
	Iteration 24Q: 3 clusters Score -1.987358e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -19873704.000000 Penalty: 5900.072266
	Iteration 25Q: 3 clusters Score -1.98737e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -19873834.000000 Penalty: 5900.072266
	Iteration 26Q: 3 clusters Score -1.987383e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -19873950.000000 Penalty: 5900.072266
	Iteration 27Q: 3 clusters Score -1.987395e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -19874144.000000 Penalty: 5900.072266
	Iteration 28Q: 3 clusters Score -1.987414e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -19874186.000000 Penalty: 5900.072266
	Iteration 29Q: 3 clusters Score -1.987419e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -19874226.000000 Penalty: 5900.072266
	Iteration 30Q: 3 clusters Score -1.987423e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -19874332.000000 Penalty: 5900.072266
	Iteration 31Q: 3 clusters Score -1.987433e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -19874454.000000 Penalty: 5900.072266
	Iteration 32Q: 3 clusters Score -1.987445e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -19874628.000000 Penalty: 5900.072266
	Iteration 33Q: 3 clusters Score -1.987463e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -19874632.000000 Penalty: 5900.072266
	Iteration 34Q: 3 clusters Score -1.987463e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -19874618.000000 Penalty: 5900.072266
	Iteration 35Q: 3 clusters Score -1.987462e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -19874730.000000 Penalty: 5900.072266
	Iteration 36Q: 3 clusters Score -1.987473e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -19874774.000000 Penalty: 5900.072266
	Iteration 37Q: 3 clusters Score -1.987477e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -19874818.000000 Penalty: 5900.072266
	Iteration 38Q: 3 clusters Score -1.987482e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -19874870.000000 Penalty: 5900.072266
	Iteration 39Q: 3 clusters Score -1.987487e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -19874844.000000 Penalty: 5900.072266
	Iteration 40F: 3 clusters Score -1.987484e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -19874948.000000 Penalty: 5900.072266
	Iteration 41Q: 3 clusters Score -1.987495e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -19875002.000000 Penalty: 5900.072266
	Iteration 42Q: 3 clusters Score -1.9875e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -19875172.000000 Penalty: 5900.072266
	Iteration 43Q: 3 clusters Score -1.987517e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -19875184.000000 Penalty: 5900.072266
	Iteration 44Q: 3 clusters Score -1.987518e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -19875290.000000 Penalty: 5900.072266
	Iteration 45Q: 3 clusters Score -1.987529e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -19875388.000000 Penalty: 5900.072266
	Iteration 46Q: 3 clusters Score -1.987539e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 87333 members 
Entering Unmasked Estep 
Score: -19875502.000000 Penalty: 5900.072266
	Iteration 47Q: 3 clusters Score -1.98755e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -19875622.000000 Penalty: 5900.072266
	Iteration 48Q: 3 clusters Score -1.987562e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -19875658.000000 Penalty: 5900.072266
	Iteration 49Q: 3 clusters Score -1.987566e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -19875794.000000 Penalty: 5900.072266
	Iteration 50Q: 3 clusters Score -1.987579e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -19875894.000000 Penalty: 5900.072266
	Iteration 51Q: 3 clusters Score -1.987589e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -19875962.000000 Penalty: 5900.072266
	Iteration 52Q: 3 clusters Score -1.987596e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -19875986.000000 Penalty: 5900.072266
	Iteration 53Q: 3 clusters Score -1.987599e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -19876086.000000 Penalty: 5900.072266
	Iteration 54Q: 3 clusters Score -1.987609e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -19876192.000000 Penalty: 5900.072266
	Iteration 55Q: 3 clusters Score -1.987619e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -19876196.000000 Penalty: 5900.072266
	Iteration 56Q: 3 clusters Score -1.98762e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -19876326.000000 Penalty: 5900.072266
	Iteration 57Q: 3 clusters Score -1.987633e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -19876500.000000 Penalty: 5900.072266
	Iteration 58Q: 3 clusters Score -1.98765e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -19876700.000000 Penalty: 5900.072266
	Iteration 59Q: 3 clusters Score -1.98767e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -19876944.000000 Penalty: 5900.072266
	Iteration 60F: 3 clusters Score -1.987694e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -19877106.000000 Penalty: 5900.072266
	Iteration 61Q: 3 clusters Score -1.987711e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -19877344.000000 Penalty: 5900.072266
	Iteration 62Q: 3 clusters Score -1.987734e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -19877536.000000 Penalty: 5900.072266
	Iteration 63Q: 3 clusters Score -1.987754e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -19877778.000000 Penalty: 5900.072266
	Iteration 64Q: 3 clusters Score -1.987778e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 106231 members 
Entering Unmasked Estep 
Score: -19877976.000000 Penalty: 5900.072266
	Iteration 65Q: 3 clusters Score -1.987798e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -19878112.000000 Penalty: 5900.072266
	Iteration 66Q: 3 clusters Score -1.987811e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -19878220.000000 Penalty: 5900.072266
	Iteration 67Q: 3 clusters Score -1.987822e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -19878406.000000 Penalty: 5900.072266
	Iteration 68Q: 3 clusters Score -1.987841e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -19878602.000000 Penalty: 5900.072266
	Iteration 69Q: 3 clusters Score -1.98786e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 112076 members 
Entering Unmasked Estep 
Score: -19878816.000000 Penalty: 5900.072266
	Iteration 70Q: 3 clusters Score -1.987882e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -19879078.000000 Penalty: 5900.072266
	Iteration 71Q: 3 clusters Score -1.987908e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -19879258.000000 Penalty: 5900.072266
	Iteration 72Q: 3 clusters Score -1.987926e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -19879432.000000 Penalty: 5900.072266
	Iteration 73Q: 3 clusters Score -1.987943e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -19879558.000000 Penalty: 5900.072266
	Iteration 74Q: 3 clusters Score -1.987956e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -19879798.000000 Penalty: 5900.072266
	Iteration 75Q: 3 clusters Score -1.98798e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -19880084.000000 Penalty: 5900.072266
	Iteration 76Q: 3 clusters Score -1.988008e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -19880330.000000 Penalty: 5900.072266
	Iteration 77Q: 3 clusters Score -1.988033e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 121231 members 
Entering Unmasked Estep 
Score: -19880622.000000 Penalty: 5900.072266
	Iteration 78Q: 3 clusters Score -1.988062e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 122381 members 
Entering Unmasked Estep 
Score: -19880892.000000 Penalty: 5900.072266
	Iteration 79Q: 3 clusters Score -1.988089e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -19881138.000000 Penalty: 5900.072266
	Iteration 80F: 3 clusters Score -1.988114e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -19881390.000000 Penalty: 5900.072266
	Iteration 81Q: 3 clusters Score -1.988139e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -19881738.000000 Penalty: 5900.072266
	Iteration 82Q: 3 clusters Score -1.988174e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -19882116.000000 Penalty: 5900.072266
	Iteration 83Q: 3 clusters Score -1.988212e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -19882356.000000 Penalty: 5900.072266
	Iteration 84Q: 3 clusters Score -1.988236e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -19882688.000000 Penalty: 5900.072266
	Iteration 85Q: 3 clusters Score -1.988269e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -19882964.000000 Penalty: 5900.072266
	Iteration 86Q: 3 clusters Score -1.988296e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -19883250.000000 Penalty: 5900.072266
	Iteration 87Q: 3 clusters Score -1.988325e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -19883496.000000 Penalty: 5900.072266
	Iteration 88Q: 3 clusters Score -1.98835e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 133421 members 
Entering Unmasked Estep 
Score: -19883738.000000 Penalty: 5900.072266
	Iteration 89Q: 3 clusters Score -1.988374e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -19884018.000000 Penalty: 5900.072266
	Iteration 90Q: 3 clusters Score -1.988402e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 135352 members 
Entering Unmasked Estep 
Score: -19884210.000000 Penalty: 5900.072266
	Iteration 91Q: 3 clusters Score -1.988421e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 136260 members 
Entering Unmasked Estep 
Score: -19884402.000000 Penalty: 5900.072266
	Iteration 92Q: 3 clusters Score -1.98844e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 137088 members 
Entering Unmasked Estep 
Score: -19884694.000000 Penalty: 5900.072266
	Iteration 93Q: 3 clusters Score -1.988469e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -19884934.000000 Penalty: 5900.072266
	Iteration 94Q: 3 clusters Score -1.988493e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -19885184.000000 Penalty: 5900.072266
	Iteration 95Q: 3 clusters Score -1.988518e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 139276 members 
Entering Unmasked Estep 
Score: -19885446.000000 Penalty: 5900.072266
	Iteration 96Q: 3 clusters Score -1.988545e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 139839 members 
Entering Unmasked Estep 
Score: -19885568.000000 Penalty: 5900.072266
	Iteration 97Q: 3 clusters Score -1.988557e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 140351 members 
Entering Unmasked Estep 
Score: -19885758.000000 Penalty: 5900.072266
	Iteration 98Q: 3 clusters Score -1.988576e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -19885956.000000 Penalty: 5900.072266
	Iteration 99Q: 3 clusters Score -1.988596e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -19886096.000000 Penalty: 5900.072266
	Iteration 100F: 3 clusters Score -1.98861e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -19886260.000000 Penalty: 5900.072266
	Iteration 101Q: 3 clusters Score -1.988626e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 141966 members 
Entering Unmasked Estep 
Score: -19886328.000000 Penalty: 5900.072266
	Iteration 102Q: 3 clusters Score -1.988633e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -19886440.000000 Penalty: 5900.072266
	Iteration 103Q: 3 clusters Score -1.988644e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -19886506.000000 Penalty: 5900.072266
	Iteration 104Q: 3 clusters Score -1.988651e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 142816 members 
Entering Unmasked Estep 
Score: -19886596.000000 Penalty: 5900.072266
	Iteration 105Q: 3 clusters Score -1.98866e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 143038 members 
Entering Unmasked Estep 
Score: -19886712.000000 Penalty: 5900.072266
	Iteration 106Q: 3 clusters Score -1.988671e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 143252 members 
Entering Unmasked Estep 
Score: -19886720.000000 Penalty: 5900.072266
	Iteration 107Q: 3 clusters Score -1.988672e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -19886832.000000 Penalty: 5900.072266
	Iteration 108Q: 3 clusters Score -1.988683e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 143570 members 
Entering Unmasked Estep 
Score: -19886892.000000 Penalty: 5900.072266
	Iteration 109Q: 3 clusters Score -1.988689e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -19886934.000000 Penalty: 5900.072266
	Iteration 110Q: 3 clusters Score -1.988693e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -19886980.000000 Penalty: 5900.072266
	Iteration 111Q: 3 clusters Score -1.988698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 143887 members 
Entering Unmasked Estep 
Score: -19887014.000000 Penalty: 5900.072266
	Iteration 112Q: 3 clusters Score -1.988701e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -19887008.000000 Penalty: 5900.072266
	Iteration 113Q: 3 clusters Score -1.988701e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 144005 members 
Entering Unmasked Estep 
Score: -19887050.000000 Penalty: 5900.072266
	Iteration 114Q: 3 clusters Score -1.988705e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -19887060.000000 Penalty: 5900.072266
	Iteration 115Q: 3 clusters Score -1.988706e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 144106 members 
Entering Unmasked Estep 
Score: -19887076.000000 Penalty: 5900.072266
	Iteration 116Q: 3 clusters Score -1.988708e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -19887106.000000 Penalty: 5900.072266
	Iteration 117Q: 3 clusters Score -1.988711e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -19887124.000000 Penalty: 5900.072266
	Iteration 118Q: 3 clusters Score -1.988712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -19887110.000000 Penalty: 5900.072266
	Iteration 119Q: 3 clusters Score -1.988711e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -19887128.000000 Penalty: 5900.072266
	Iteration 120F: 3 clusters Score -1.988713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 144336 members 
Entering Unmasked Estep 
Score: -19887128.000000 Penalty: 5900.072266
	Iteration 121Q: 3 clusters Score -1.988713e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 144374 members 
Entering Unmasked Estep 
Score: -19887132.000000 Penalty: 5900.072266
	Iteration 122Q: 3 clusters Score -1.988713e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -19887196.000000 Penalty: 5900.072266
	Iteration 123Q: 3 clusters Score -1.98872e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 144481 members 
Entering Unmasked Estep 
Score: -19887222.000000 Penalty: 5900.072266
	Iteration 124Q: 3 clusters Score -1.988722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -19887216.000000 Penalty: 5900.072266
	Iteration 125Q: 3 clusters Score -1.988722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -19887222.000000 Penalty: 5900.072266
	Iteration 126Q: 3 clusters Score -1.988722e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 144573 members 
Entering Unmasked Estep 
Score: -19887232.000000 Penalty: 5900.072266
	Iteration 127Q: 3 clusters Score -1.988723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 144585 members 
Entering Unmasked Estep 
Score: -19887244.000000 Penalty: 5900.072266
	Iteration 128Q: 3 clusters Score -1.988724e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 144591 members 
Entering Unmasked Estep 
Score: -19887248.000000 Penalty: 5900.072266
	Iteration 129Q: 3 clusters Score -1.988725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -19887268.000000 Penalty: 5900.072266
	Iteration 130Q: 3 clusters Score -1.988727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -19887250.000000 Penalty: 5900.072266
	Iteration 131Q: 3 clusters Score -1.988725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -19887262.000000 Penalty: 5900.072266
	Iteration 132Q: 3 clusters Score -1.988726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 144689 members 
Entering Unmasked Estep 
Score: -19887280.000000 Penalty: 5900.072266
	Iteration 133Q: 3 clusters Score -1.988728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -19887290.000000 Penalty: 5900.072266
	Iteration 134Q: 3 clusters Score -1.988729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -19887284.000000 Penalty: 5900.072266
	Iteration 135Q: 3 clusters Score -1.988728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 144734 members 
Entering Unmasked Estep 
Score: -19887278.000000 Penalty: 5900.072266
	Iteration 136Q: 3 clusters Score -1.988728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 144743 members 
Entering Unmasked Estep 
Score: -19887302.000000 Penalty: 5900.072266
	Iteration 137Q: 3 clusters Score -1.98873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 144745 members 
Entering Unmasked Estep 
Score: -19887292.000000 Penalty: 5900.072266
	Iteration 138Q: 3 clusters Score -1.988729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 144748 members 
Entering Unmasked Estep 
Score: -19887292.000000 Penalty: 5900.072266
	Iteration 139Q: 3 clusters Score -1.988729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -19887300.000000 Penalty: 5900.072266
	Iteration 140F: 3 clusters Score -1.98873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -19887292.000000 Penalty: 5900.072266
	Iteration 141Q: 3 clusters Score -1.988729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 144755 members 
Entering Unmasked Estep 
Score: -19887308.000000 Penalty: 5900.072266
	Iteration 142Q: 3 clusters Score -1.988731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 144758 members 
Entering Unmasked Estep 
Score: -19887300.000000 Penalty: 5900.072266
	Iteration 143Q: 3 clusters Score -1.98873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -19887296.000000 Penalty: 5900.072266
	Iteration 144Q: 3 clusters Score -1.98873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -19887288.000000 Penalty: 5900.072266
	Iteration 145Q: 3 clusters Score -1.988729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 144762 members 
Entering Unmasked Estep 
Score: -19887282.000000 Penalty: 5900.072266
	Iteration 146Q: 3 clusters Score -1.988728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -19887292.000000 Penalty: 5900.072266
	Iteration 147Q: 3 clusters Score -1.988729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 144764 members 
Entering Unmasked Estep 
Score: -19887290.000000 Penalty: 5900.072266
	Iteration 148Q: 3 clusters Score -1.988729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -19887278.000000 Penalty: 5900.072266
	Iteration 149Q: 3 clusters Score -1.988728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 144766 members 
Entering Unmasked Estep 
Score: -19887286.000000 Penalty: 5900.072266
	Iteration 150Q: 3 clusters Score -1.988729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -19887288.000000 Penalty: 5900.072266
	Iteration 151Q: 3 clusters Score -1.988729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 144772 members 
Entering Unmasked Estep 
Score: -19887298.000000 Penalty: 5900.072266
	Iteration 152Q: 3 clusters Score -1.98873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 144778 members 
Entering Unmasked Estep 
Score: -19887286.000000 Penalty: 5900.072266
	Iteration 153Q: 3 clusters Score -1.988729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -19887292.000000 Penalty: 5900.072266
	Iteration 154Q: 3 clusters Score -1.988729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 144786 members 
Entering Unmasked Estep 
Score: -19887304.000000 Penalty: 5900.072266
	Iteration 155Q: 3 clusters Score -1.98873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -19887312.000000 Penalty: 5900.072266
	Iteration 156Q: 3 clusters Score -1.988731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -19887300.000000 Penalty: 5900.072266
	Iteration 157Q: 3 clusters Score -1.98873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -19887300.000000 Penalty: 5900.072266
	Iteration 158F: 3 clusters Score -1.98873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Entering Unmasked Estep 
Score: -5871622.000000 Penalty: 2646.431152
	Iteration 0F: 2 clusters Score -5871622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5842550.000000 Penalty: 5292.862305
	Iteration 0F: 3 clusters Score -5842550 nChanged 19764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5853550.500000 Penalty: 5292.862305
	Iteration 1F: 3 clusters Score -5853550 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5854134.500000 Penalty: 5292.862305
	Iteration 2Q: 3 clusters Score -5854134 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5854816.000000 Penalty: 5292.862305
	Iteration 3Q: 3 clusters Score -5854816 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5855580.000000 Penalty: 5292.862305
	Iteration 4Q: 3 clusters Score -5855580 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5856492.000000 Penalty: 5292.862305
	Iteration 5Q: 3 clusters Score -5856492 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5857559.500000 Penalty: 5292.862305
	Iteration 6Q: 3 clusters Score -5857560 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5858755.000000 Penalty: 5292.862305
	Iteration 7Q: 3 clusters Score -5858755 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5859997.500000 Penalty: 5292.862305
	Iteration 8Q: 3 clusters Score -5859998 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5861375.500000 Penalty: 5292.862305
	Iteration 9F: 3 clusters Score -5861376 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5862551.500000 Penalty: 5292.862305
	Iteration 10Q: 3 clusters Score -5862552 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5863464.500000 Penalty: 5292.862305
	Iteration 11Q: 3 clusters Score -5863464 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5864082.500000 Penalty: 5292.862305
	Iteration 12Q: 3 clusters Score -5864082 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5864531.000000 Penalty: 5292.862305
	Iteration 13Q: 3 clusters Score -5864531 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5864797.500000 Penalty: 5292.862305
	Iteration 14Q: 3 clusters Score -5864798 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5865026.000000 Penalty: 5292.862305
	Iteration 15Q: 3 clusters Score -5865026 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -5865222.000000 Penalty: 5292.862305
	Iteration 16Q: 3 clusters Score -5865222 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5865420.000000 Penalty: 5292.862305
	Iteration 17Q: 3 clusters Score -5865420 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5865603.500000 Penalty: 5292.862305
	Iteration 18Q: 3 clusters Score -5865604 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -5865758.500000 Penalty: 5292.862305
	Iteration 19Q: 3 clusters Score -5865758 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5865891.000000 Penalty: 5292.862305
	Iteration 20F: 3 clusters Score -5865891 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5866076.000000 Penalty: 5292.862305
	Iteration 21Q: 3 clusters Score -5866076 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5866209.000000 Penalty: 5292.862305
	Iteration 22Q: 3 clusters Score -5866209 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5866384.000000 Penalty: 5292.862305
	Iteration 23Q: 3 clusters Score -5866384 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5866552.500000 Penalty: 5292.862305
	Iteration 24Q: 3 clusters Score -5866552 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5866692.000000 Penalty: 5292.862305
	Iteration 25Q: 3 clusters Score -5866692 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5866914.000000 Penalty: 5292.862305
	Iteration 26Q: 3 clusters Score -5866914 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5867117.000000 Penalty: 5292.862305
	Iteration 27Q: 3 clusters Score -5867117 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5867322.500000 Penalty: 5292.862305
	Iteration 28Q: 3 clusters Score -5867322 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5867552.500000 Penalty: 5292.862305
	Iteration 29Q: 3 clusters Score -5867552 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5867769.000000 Penalty: 5292.862305
	Iteration 30Q: 3 clusters Score -5867769 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5868014.500000 Penalty: 5292.862305
	Iteration 31Q: 3 clusters Score -5868014 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5868241.000000 Penalty: 5292.862305
	Iteration 32Q: 3 clusters Score -5868241 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5868405.500000 Penalty: 5292.862305
	Iteration 33Q: 3 clusters Score -5868406 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5868553.000000 Penalty: 5292.862305
	Iteration 34Q: 3 clusters Score -5868553 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5868645.500000 Penalty: 5292.862305
	Iteration 35Q: 3 clusters Score -5868646 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5868748.500000 Penalty: 5292.862305
	Iteration 36Q: 3 clusters Score -5868748 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5868857.500000 Penalty: 5292.862305
	Iteration 37Q: 3 clusters Score -5868858 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -5868949.000000 Penalty: 5292.862305
	Iteration 38Q: 3 clusters Score -5868949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5869029.500000 Penalty: 5292.862305
	Iteration 39Q: 3 clusters Score -5869030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5869078.000000 Penalty: 5292.862305
	Iteration 40F: 3 clusters Score -5869078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5869149.500000 Penalty: 5292.862305
	Iteration 41Q: 3 clusters Score -5869150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5869181.500000 Penalty: 5292.862305
	Iteration 42Q: 3 clusters Score -5869182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5869202.500000 Penalty: 5292.862305
	Iteration 43Q: 3 clusters Score -5869202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5869229.000000 Penalty: 5292.862305
	Iteration 44Q: 3 clusters Score -5869229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5869230.500000 Penalty: 5292.862305
	Iteration 45Q: 3 clusters Score -5869230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5869244.500000 Penalty: 5292.862305
	Iteration 46Q: 3 clusters Score -5869244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5869257.000000 Penalty: 5292.862305
	Iteration 47Q: 3 clusters Score -5869257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5869264.000000 Penalty: 5292.862305
	Iteration 48Q: 3 clusters Score -5869264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5869272.500000 Penalty: 5292.862305
	Iteration 49Q: 3 clusters Score -5869272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5869271.500000 Penalty: 5292.862305
	Iteration 50Q: 3 clusters Score -5869272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5869293.000000 Penalty: 5292.862305
	Iteration 51Q: 3 clusters Score -5869293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5869296.000000 Penalty: 5292.862305
	Iteration 52Q: 3 clusters Score -5869296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5869300.500000 Penalty: 5292.862305
	Iteration 53Q: 3 clusters Score -5869300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5869312.000000 Penalty: 5292.862305
	Iteration 54Q: 3 clusters Score -5869312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5869315.000000 Penalty: 5292.862305
	Iteration 55Q: 3 clusters Score -5869315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5869313.500000 Penalty: 5292.862305
	Iteration 56Q: 3 clusters Score -5869314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -5869320.000000 Penalty: 5292.862305
	Iteration 57Q: 3 clusters Score -5869320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5869324.000000 Penalty: 5292.862305
	Iteration 58Q: 3 clusters Score -5869324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5869331.500000 Penalty: 5292.862305
	Iteration 59Q: 3 clusters Score -5869332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5869340.000000 Penalty: 5292.862305
	Iteration 60F: 3 clusters Score -5869340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5869341.000000 Penalty: 5292.862305
	Iteration 61Q: 3 clusters Score -5869341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5869339.000000 Penalty: 5292.862305
	Iteration 62Q: 3 clusters Score -5869339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5869343.000000 Penalty: 5292.862305
	Iteration 63Q: 3 clusters Score -5869343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5869344.000000 Penalty: 5292.862305
	Iteration 64Q: 3 clusters Score -5869344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5869342.000000 Penalty: 5292.862305
	Iteration 65Q: 3 clusters Score -5869342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5869337.500000 Penalty: 5292.862305
	Iteration 66Q: 3 clusters Score -5869338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5869337.500000 Penalty: 5292.862305
	Iteration 67F: 3 clusters Score -5869338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -174193.968750 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -174194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -172014.687500 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -172014.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172316.937500 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -172316.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172420.281250 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -172420.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -172473.234375 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -172473.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172513.078125 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -172513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -172537.281250 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -172537.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172554.156250 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -172554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -172565.562500 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -172565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -172570.421875 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -172570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172575.375000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -172575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172578.062500 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -172578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172579.640625 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -172579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172579.640625 Penalty: 3554.468018
	Iteration 12F: 3 clusters Score -172579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Entering Unmasked Estep 
Score: -4095899.000000 Penalty: 2568.602051
	Iteration 0F: 2 clusters Score -4095899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -4074467.500000 Penalty: 5137.204102
	Iteration 0F: 3 clusters Score -4074468 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4082360.250000 Penalty: 5137.204102
	Iteration 1F: 3 clusters Score -4082360 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4083397.500000 Penalty: 5137.204102
	Iteration 2F: 3 clusters Score -4083398 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4084762.500000 Penalty: 5137.204102
	Iteration 3F: 3 clusters Score -4084762 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4086531.250000 Penalty: 5137.204102
	Iteration 4F: 3 clusters Score -4086531 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4088461.500000 Penalty: 5137.204102
	Iteration 5F: 3 clusters Score -4088462 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4090265.750000 Penalty: 5137.204102
	Iteration 6F: 3 clusters Score -4090266 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4091903.500000 Penalty: 5137.204102
	Iteration 7F: 3 clusters Score -4091904 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4093108.750000 Penalty: 5137.204102
	Iteration 8Q: 3 clusters Score -4093109 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4093735.500000 Penalty: 5137.204102
	Iteration 9Q: 3 clusters Score -4093736 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4094035.250000 Penalty: 5137.204102
	Iteration 10Q: 3 clusters Score -4094035 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4094209.250000 Penalty: 5137.204102
	Iteration 11Q: 3 clusters Score -4094209 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4094325.500000 Penalty: 5137.204102
	Iteration 12Q: 3 clusters Score -4094326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4094411.000000 Penalty: 5137.204102
	Iteration 13Q: 3 clusters Score -4094411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4094482.250000 Penalty: 5137.204102
	Iteration 14Q: 3 clusters Score -4094482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4094525.000000 Penalty: 5137.204102
	Iteration 15Q: 3 clusters Score -4094525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -4094567.250000 Penalty: 5137.204102
	Iteration 16Q: 3 clusters Score -4094567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4094597.500000 Penalty: 5137.204102
	Iteration 17Q: 3 clusters Score -4094598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4094624.500000 Penalty: 5137.204102
	Iteration 18Q: 3 clusters Score -4094624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4094656.000000 Penalty: 5137.204102
	Iteration 19Q: 3 clusters Score -4094656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4094693.250000 Penalty: 5137.204102
	Iteration 20F: 3 clusters Score -4094693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4094689.000000 Penalty: 5137.204102
	Iteration 21Q: 3 clusters Score -4094689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4094710.250000 Penalty: 5137.204102
	Iteration 22Q: 3 clusters Score -4094710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4094722.250000 Penalty: 5137.204102
	Iteration 23Q: 3 clusters Score -4094722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4094723.000000 Penalty: 5137.204102
	Iteration 24Q: 3 clusters Score -4094723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4094733.000000 Penalty: 5137.204102
	Iteration 25Q: 3 clusters Score -4094733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4094736.000000 Penalty: 5137.204102
	Iteration 26Q: 3 clusters Score -4094736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4094741.000000 Penalty: 5137.204102
	Iteration 27Q: 3 clusters Score -4094741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4094749.000000 Penalty: 5137.204102
	Iteration 28Q: 3 clusters Score -4094749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4094741.500000 Penalty: 5137.204102
	Iteration 29Q: 3 clusters Score -4094742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4094744.000000 Penalty: 5137.204102
	Iteration 30Q: 3 clusters Score -4094744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4094751.000000 Penalty: 5137.204102
	Iteration 31Q: 3 clusters Score -4094751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4094754.000000 Penalty: 5137.204102
	Iteration 32Q: 3 clusters Score -4094754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4094753.500000 Penalty: 5137.204102
	Iteration 33Q: 3 clusters Score -4094754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4094751.250000 Penalty: 5137.204102
	Iteration 34Q: 3 clusters Score -4094751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4094751.250000 Penalty: 5137.204102
	Iteration 35F: 3 clusters Score -4094751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1202332.125000 Penalty: 2270.685547
	Iteration 0F: 2 clusters Score -1202332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1194964.125000 Penalty: 4541.371094
	Iteration 0F: 3 clusters Score -1194964 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1197023.750000 Penalty: 4541.371094
	Iteration 1F: 3 clusters Score -1197024 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1197291.625000 Penalty: 4541.371094
	Iteration 2F: 3 clusters Score -1197292 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1197467.500000 Penalty: 4541.371094
	Iteration 3Q: 3 clusters Score -1197468 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1197602.500000 Penalty: 4541.371094
	Iteration 4Q: 3 clusters Score -1197602 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1197696.625000 Penalty: 4541.371094
	Iteration 5Q: 3 clusters Score -1197697 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1197758.375000 Penalty: 4541.371094
	Iteration 6Q: 3 clusters Score -1197758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1197810.375000 Penalty: 4541.371094
	Iteration 7Q: 3 clusters Score -1197810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1197876.625000 Penalty: 4541.371094
	Iteration 8Q: 3 clusters Score -1197877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1197934.000000 Penalty: 4541.371094
	Iteration 9Q: 3 clusters Score -1197934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1197993.125000 Penalty: 4541.371094
	Iteration 10Q: 3 clusters Score -1197993 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1198047.750000 Penalty: 4541.371094
	Iteration 11Q: 3 clusters Score -1198048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1198103.375000 Penalty: 4541.371094
	Iteration 12Q: 3 clusters Score -1198103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1198158.750000 Penalty: 4541.371094
	Iteration 13Q: 3 clusters Score -1198159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1198216.625000 Penalty: 4541.371094
	Iteration 14Q: 3 clusters Score -1198217 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1198283.375000 Penalty: 4541.371094
	Iteration 15Q: 3 clusters Score -1198283 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1198352.875000 Penalty: 4541.371094
	Iteration 16Q: 3 clusters Score -1198353 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1198436.750000 Penalty: 4541.371094
	Iteration 17Q: 3 clusters Score -1198437 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1198552.625000 Penalty: 4541.371094
	Iteration 18Q: 3 clusters Score -1198553 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1198683.375000 Penalty: 4541.371094
	Iteration 19Q: 3 clusters Score -1198683 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1198844.000000 Penalty: 4541.371094
	Iteration 20F: 3 clusters Score -1198844 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1199003.250000 Penalty: 4541.371094
	Iteration 21Q: 3 clusters Score -1199003 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1199163.000000 Penalty: 4541.371094
	Iteration 22Q: 3 clusters Score -1199163 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1199296.250000 Penalty: 4541.371094
	Iteration 23Q: 3 clusters Score -1199296 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1199400.000000 Penalty: 4541.371094
	Iteration 24Q: 3 clusters Score -1199400 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1199488.875000 Penalty: 4541.371094
	Iteration 25Q: 3 clusters Score -1199489 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1199554.375000 Penalty: 4541.371094
	Iteration 26Q: 3 clusters Score -1199554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1199612.750000 Penalty: 4541.371094
	Iteration 27Q: 3 clusters Score -1199613 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1199653.000000 Penalty: 4541.371094
	Iteration 28Q: 3 clusters Score -1199653 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1199701.000000 Penalty: 4541.371094
	Iteration 29Q: 3 clusters Score -1199701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1199740.000000 Penalty: 4541.371094
	Iteration 30Q: 3 clusters Score -1199740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1199775.875000 Penalty: 4541.371094
	Iteration 31Q: 3 clusters Score -1199776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1199802.625000 Penalty: 4541.371094
	Iteration 32Q: 3 clusters Score -1199803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1199820.750000 Penalty: 4541.371094
	Iteration 33Q: 3 clusters Score -1199821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1199842.875000 Penalty: 4541.371094
	Iteration 34Q: 3 clusters Score -1199843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1199864.625000 Penalty: 4541.371094
	Iteration 35Q: 3 clusters Score -1199865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1199881.375000 Penalty: 4541.371094
	Iteration 36Q: 3 clusters Score -1199881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1199901.625000 Penalty: 4541.371094
	Iteration 37Q: 3 clusters Score -1199902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1199928.500000 Penalty: 4541.371094
	Iteration 38Q: 3 clusters Score -1199928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1199963.000000 Penalty: 4541.371094
	Iteration 39Q: 3 clusters Score -1199963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1199988.500000 Penalty: 4541.371094
	Iteration 40F: 3 clusters Score -1199988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1200014.125000 Penalty: 4541.371094
	Iteration 41Q: 3 clusters Score -1200014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1200041.000000 Penalty: 4541.371094
	Iteration 42Q: 3 clusters Score -1200041 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1200062.500000 Penalty: 4541.371094
	Iteration 43Q: 3 clusters Score -1200062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1200085.000000 Penalty: 4541.371094
	Iteration 44Q: 3 clusters Score -1200085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1200100.000000 Penalty: 4541.371094
	Iteration 45Q: 3 clusters Score -1200100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1200117.875000 Penalty: 4541.371094
	Iteration 46Q: 3 clusters Score -1200118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1200131.750000 Penalty: 4541.371094
	Iteration 47Q: 3 clusters Score -1200132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1200148.625000 Penalty: 4541.371094
	Iteration 48Q: 3 clusters Score -1200149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1200160.625000 Penalty: 4541.371094
	Iteration 49Q: 3 clusters Score -1200161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1200171.875000 Penalty: 4541.371094
	Iteration 50Q: 3 clusters Score -1200172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1200182.250000 Penalty: 4541.371094
	Iteration 51Q: 3 clusters Score -1200182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1200187.125000 Penalty: 4541.371094
	Iteration 52Q: 3 clusters Score -1200187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1200199.500000 Penalty: 4541.371094
	Iteration 53Q: 3 clusters Score -1200200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1200200.500000 Penalty: 4541.371094
	Iteration 54Q: 3 clusters Score -1200200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1200209.125000 Penalty: 4541.371094
	Iteration 55Q: 3 clusters Score -1200209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1200217.875000 Penalty: 4541.371094
	Iteration 56Q: 3 clusters Score -1200218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1200227.000000 Penalty: 4541.371094
	Iteration 57Q: 3 clusters Score -1200227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1200238.750000 Penalty: 4541.371094
	Iteration 58Q: 3 clusters Score -1200239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1200251.000000 Penalty: 4541.371094
	Iteration 59Q: 3 clusters Score -1200251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1200260.375000 Penalty: 4541.371094
	Iteration 60F: 3 clusters Score -1200260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1200276.250000 Penalty: 4541.371094
	Iteration 61Q: 3 clusters Score -1200276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1200284.250000 Penalty: 4541.371094
	Iteration 62Q: 3 clusters Score -1200284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1200293.125000 Penalty: 4541.371094
	Iteration 63Q: 3 clusters Score -1200293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1200307.125000 Penalty: 4541.371094
	Iteration 64Q: 3 clusters Score -1200307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1200315.625000 Penalty: 4541.371094
	Iteration 65Q: 3 clusters Score -1200316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1200322.250000 Penalty: 4541.371094
	Iteration 66Q: 3 clusters Score -1200322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1200327.625000 Penalty: 4541.371094
	Iteration 67Q: 3 clusters Score -1200328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1200334.625000 Penalty: 4541.371094
	Iteration 68Q: 3 clusters Score -1200335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1200342.750000 Penalty: 4541.371094
	Iteration 69Q: 3 clusters Score -1200343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1200356.250000 Penalty: 4541.371094
	Iteration 70Q: 3 clusters Score -1200356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1200357.750000 Penalty: 4541.371094
	Iteration 71Q: 3 clusters Score -1200358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1200367.375000 Penalty: 4541.371094
	Iteration 72Q: 3 clusters Score -1200367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1200375.875000 Penalty: 4541.371094
	Iteration 73Q: 3 clusters Score -1200376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1200377.125000 Penalty: 4541.371094
	Iteration 74Q: 3 clusters Score -1200377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1200385.625000 Penalty: 4541.371094
	Iteration 75Q: 3 clusters Score -1200386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1200391.625000 Penalty: 4541.371094
	Iteration 76Q: 3 clusters Score -1200392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1200396.250000 Penalty: 4541.371094
	Iteration 77Q: 3 clusters Score -1200396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1200396.750000 Penalty: 4541.371094
	Iteration 78Q: 3 clusters Score -1200397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1200402.875000 Penalty: 4541.371094
	Iteration 79Q: 3 clusters Score -1200403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1200406.375000 Penalty: 4541.371094
	Iteration 80F: 3 clusters Score -1200406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1200403.500000 Penalty: 4541.371094
	Iteration 81Q: 3 clusters Score -1200404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1200407.375000 Penalty: 4541.371094
	Iteration 82Q: 3 clusters Score -1200407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1200407.500000 Penalty: 4541.371094
	Iteration 83Q: 3 clusters Score -1200408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1200410.500000 Penalty: 4541.371094
	Iteration 84Q: 3 clusters Score -1200410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1200414.625000 Penalty: 4541.371094
	Iteration 85Q: 3 clusters Score -1200415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1200420.000000 Penalty: 4541.371094
	Iteration 86Q: 3 clusters Score -1200420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1200421.125000 Penalty: 4541.371094
	Iteration 87Q: 3 clusters Score -1200421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1200422.125000 Penalty: 4541.371094
	Iteration 88Q: 3 clusters Score -1200422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1200425.250000 Penalty: 4541.371094
	Iteration 89Q: 3 clusters Score -1200425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1200430.250000 Penalty: 4541.371094
	Iteration 90Q: 3 clusters Score -1200430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1200432.875000 Penalty: 4541.371094
	Iteration 91Q: 3 clusters Score -1200433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1200435.000000 Penalty: 4541.371094
	Iteration 92Q: 3 clusters Score -1200435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1200438.125000 Penalty: 4541.371094
	Iteration 93Q: 3 clusters Score -1200438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1200439.000000 Penalty: 4541.371094
	Iteration 94Q: 3 clusters Score -1200439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1200441.125000 Penalty: 4541.371094
	Iteration 95Q: 3 clusters Score -1200441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1200445.000000 Penalty: 4541.371094
	Iteration 96Q: 3 clusters Score -1200445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1200446.625000 Penalty: 4541.371094
	Iteration 97Q: 3 clusters Score -1200447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1200446.000000 Penalty: 4541.371094
	Iteration 98Q: 3 clusters Score -1200446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1200447.375000 Penalty: 4541.371094
	Iteration 99Q: 3 clusters Score -1200447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1200450.250000 Penalty: 4541.371094
	Iteration 100F: 3 clusters Score -1200450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1200450.875000 Penalty: 4541.371094
	Iteration 101Q: 3 clusters Score -1200451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1200451.750000 Penalty: 4541.371094
	Iteration 102Q: 3 clusters Score -1200452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1200453.000000 Penalty: 4541.371094
	Iteration 103Q: 3 clusters Score -1200453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1200450.500000 Penalty: 4541.371094
	Iteration 104Q: 3 clusters Score -1200450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1200452.375000 Penalty: 4541.371094
	Iteration 105Q: 3 clusters Score -1200452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1200452.625000 Penalty: 4541.371094
	Iteration 106Q: 3 clusters Score -1200453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1200455.000000 Penalty: 4541.371094
	Iteration 107Q: 3 clusters Score -1200455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1200454.875000 Penalty: 4541.371094
	Iteration 108Q: 3 clusters Score -1200455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1200455.750000 Penalty: 4541.371094
	Iteration 109Q: 3 clusters Score -1200456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1200455.125000 Penalty: 4541.371094
	Iteration 110Q: 3 clusters Score -1200455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1200455.125000 Penalty: 4541.371094
	Iteration 111F: 3 clusters Score -1200455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Entering Unmasked Estep 
Score: -3047362.750000 Penalty: 2482.191650
	Iteration 0F: 2 clusters Score -3047363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3031783.500000 Penalty: 4964.383301
	Iteration 0F: 3 clusters Score -3031784 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3037068.000000 Penalty: 4964.383301
	Iteration 1F: 3 clusters Score -3037068 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3037521.250000 Penalty: 4964.383301
	Iteration 2F: 3 clusters Score -3037521 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3037918.000000 Penalty: 4964.383301
	Iteration 3Q: 3 clusters Score -3037918 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3038285.750000 Penalty: 4964.383301
	Iteration 4Q: 3 clusters Score -3038286 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3038694.000000 Penalty: 4964.383301
	Iteration 5Q: 3 clusters Score -3038694 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3039206.750000 Penalty: 4964.383301
	Iteration 6Q: 3 clusters Score -3039207 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3039834.250000 Penalty: 4964.383301
	Iteration 7Q: 3 clusters Score -3039834 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3040632.250000 Penalty: 4964.383301
	Iteration 8F: 3 clusters Score -3040632 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3041463.500000 Penalty: 4964.383301
	Iteration 9F: 3 clusters Score -3041464 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3042432.250000 Penalty: 4964.383301
	Iteration 10F: 3 clusters Score -3042432 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3043232.250000 Penalty: 4964.383301
	Iteration 11Q: 3 clusters Score -3043232 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3043681.000000 Penalty: 4964.383301
	Iteration 12Q: 3 clusters Score -3043681 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3043871.250000 Penalty: 4964.383301
	Iteration 13Q: 3 clusters Score -3043871 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3043994.250000 Penalty: 4964.383301
	Iteration 14Q: 3 clusters Score -3043994 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3044043.500000 Penalty: 4964.383301
	Iteration 15Q: 3 clusters Score -3044044 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3044113.000000 Penalty: 4964.383301
	Iteration 16Q: 3 clusters Score -3044113 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3044156.500000 Penalty: 4964.383301
	Iteration 17Q: 3 clusters Score -3044156 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3044214.000000 Penalty: 4964.383301
	Iteration 18Q: 3 clusters Score -3044214 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3044270.750000 Penalty: 4964.383301
	Iteration 19Q: 3 clusters Score -3044271 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3044336.250000 Penalty: 4964.383301
	Iteration 20F: 3 clusters Score -3044336 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3044378.000000 Penalty: 4964.383301
	Iteration 21Q: 3 clusters Score -3044378 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3044433.750000 Penalty: 4964.383301
	Iteration 22Q: 3 clusters Score -3044434 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3044481.750000 Penalty: 4964.383301
	Iteration 23Q: 3 clusters Score -3044482 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3044524.500000 Penalty: 4964.383301
	Iteration 24Q: 3 clusters Score -3044524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3044574.250000 Penalty: 4964.383301
	Iteration 25Q: 3 clusters Score -3044574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3044614.750000 Penalty: 4964.383301
	Iteration 26Q: 3 clusters Score -3044615 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3044642.250000 Penalty: 4964.383301
	Iteration 27Q: 3 clusters Score -3044642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3044658.750000 Penalty: 4964.383301
	Iteration 28Q: 3 clusters Score -3044659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3044700.750000 Penalty: 4964.383301
	Iteration 29Q: 3 clusters Score -3044701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3044727.500000 Penalty: 4964.383301
	Iteration 30Q: 3 clusters Score -3044728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3044762.500000 Penalty: 4964.383301
	Iteration 31Q: 3 clusters Score -3044762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3044777.000000 Penalty: 4964.383301
	Iteration 32Q: 3 clusters Score -3044777 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3044799.250000 Penalty: 4964.383301
	Iteration 33Q: 3 clusters Score -3044799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3044823.750000 Penalty: 4964.383301
	Iteration 34Q: 3 clusters Score -3044824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3044839.750000 Penalty: 4964.383301
	Iteration 35Q: 3 clusters Score -3044840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3044859.000000 Penalty: 4964.383301
	Iteration 36Q: 3 clusters Score -3044859 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3044876.750000 Penalty: 4964.383301
	Iteration 37Q: 3 clusters Score -3044877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3044889.500000 Penalty: 4964.383301
	Iteration 38Q: 3 clusters Score -3044890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3044899.000000 Penalty: 4964.383301
	Iteration 39Q: 3 clusters Score -3044899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3044920.500000 Penalty: 4964.383301
	Iteration 40F: 3 clusters Score -3044920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3044953.750000 Penalty: 4964.383301
	Iteration 41Q: 3 clusters Score -3044954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3044964.750000 Penalty: 4964.383301
	Iteration 42Q: 3 clusters Score -3044965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3044990.000000 Penalty: 4964.383301
	Iteration 43Q: 3 clusters Score -3044990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3045001.000000 Penalty: 4964.383301
	Iteration 44Q: 3 clusters Score -3045001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3045009.250000 Penalty: 4964.383301
	Iteration 45Q: 3 clusters Score -3045009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3045017.500000 Penalty: 4964.383301
	Iteration 46Q: 3 clusters Score -3045018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3045039.000000 Penalty: 4964.383301
	Iteration 47Q: 3 clusters Score -3045039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3045041.250000 Penalty: 4964.383301
	Iteration 48Q: 3 clusters Score -3045041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3045048.500000 Penalty: 4964.383301
	Iteration 49Q: 3 clusters Score -3045048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3045049.000000 Penalty: 4964.383301
	Iteration 50Q: 3 clusters Score -3045049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3045057.500000 Penalty: 4964.383301
	Iteration 51Q: 3 clusters Score -3045058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3045065.500000 Penalty: 4964.383301
	Iteration 52Q: 3 clusters Score -3045066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3045069.750000 Penalty: 4964.383301
	Iteration 53Q: 3 clusters Score -3045070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3045074.750000 Penalty: 4964.383301
	Iteration 54Q: 3 clusters Score -3045075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3045074.000000 Penalty: 4964.383301
	Iteration 55Q: 3 clusters Score -3045074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3045076.500000 Penalty: 4964.383301
	Iteration 56Q: 3 clusters Score -3045076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3045081.000000 Penalty: 4964.383301
	Iteration 57Q: 3 clusters Score -3045081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3045087.250000 Penalty: 4964.383301
	Iteration 58Q: 3 clusters Score -3045087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3045084.750000 Penalty: 4964.383301
	Iteration 59Q: 3 clusters Score -3045085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3045086.000000 Penalty: 4964.383301
	Iteration 60F: 3 clusters Score -3045086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3045094.750000 Penalty: 4964.383301
	Iteration 61Q: 3 clusters Score -3045095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3045095.250000 Penalty: 4964.383301
	Iteration 62Q: 3 clusters Score -3045095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3045106.250000 Penalty: 4964.383301
	Iteration 63Q: 3 clusters Score -3045106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3045114.000000 Penalty: 4964.383301
	Iteration 64Q: 3 clusters Score -3045114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3045113.750000 Penalty: 4964.383301
	Iteration 65Q: 3 clusters Score -3045114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3045118.500000 Penalty: 4964.383301
	Iteration 66Q: 3 clusters Score -3045118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3045114.000000 Penalty: 4964.383301
	Iteration 67Q: 3 clusters Score -3045114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3045127.750000 Penalty: 4964.383301
	Iteration 68Q: 3 clusters Score -3045128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3045133.250000 Penalty: 4964.383301
	Iteration 69Q: 3 clusters Score -3045133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3045145.750000 Penalty: 4964.383301
	Iteration 70Q: 3 clusters Score -3045146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3045144.750000 Penalty: 4964.383301
	Iteration 71Q: 3 clusters Score -3045145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3045146.250000 Penalty: 4964.383301
	Iteration 72Q: 3 clusters Score -3045146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3045152.500000 Penalty: 4964.383301
	Iteration 73Q: 3 clusters Score -3045152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3045152.750000 Penalty: 4964.383301
	Iteration 74Q: 3 clusters Score -3045153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3045153.750000 Penalty: 4964.383301
	Iteration 75Q: 3 clusters Score -3045154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3045161.500000 Penalty: 4964.383301
	Iteration 76Q: 3 clusters Score -3045162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3045163.750000 Penalty: 4964.383301
	Iteration 77Q: 3 clusters Score -3045164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3045159.750000 Penalty: 4964.383301
	Iteration 78Q: 3 clusters Score -3045160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3045160.750000 Penalty: 4964.383301
	Iteration 79Q: 3 clusters Score -3045161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3045165.000000 Penalty: 4964.383301
	Iteration 80F: 3 clusters Score -3045165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3045161.750000 Penalty: 4964.383301
	Iteration 81Q: 3 clusters Score -3045162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3045165.500000 Penalty: 4964.383301
	Iteration 82Q: 3 clusters Score -3045166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3045166.250000 Penalty: 4964.383301
	Iteration 83Q: 3 clusters Score -3045166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3045163.000000 Penalty: 4964.383301
	Iteration 84Q: 3 clusters Score -3045163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3045167.750000 Penalty: 4964.383301
	Iteration 85Q: 3 clusters Score -3045168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3045162.750000 Penalty: 4964.383301
	Iteration 86Q: 3 clusters Score -3045163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3045162.000000 Penalty: 4964.383301
	Iteration 87Q: 3 clusters Score -3045162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3045162.500000 Penalty: 4964.383301
	Iteration 88Q: 3 clusters Score -3045162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3045165.000000 Penalty: 4964.383301
	Iteration 89Q: 3 clusters Score -3045165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3045167.500000 Penalty: 4964.383301
	Iteration 90Q: 3 clusters Score -3045168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3045167.500000 Penalty: 4964.383301
	Iteration 91Q: 3 clusters Score -3045168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3045165.000000 Penalty: 4964.383301
	Iteration 92Q: 3 clusters Score -3045165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3045165.500000 Penalty: 4964.383301
	Iteration 93Q: 3 clusters Score -3045166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3045165.250000 Penalty: 4964.383301
	Iteration 94Q: 3 clusters Score -3045165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3045165.250000 Penalty: 4964.383301
	Iteration 95F: 3 clusters Score -3045165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (169835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Entering Unmasked Estep 
Score: -22989428.000000 Penalty: 2986.560547
	Iteration 0F: 2 clusters Score -2.298943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -22877562.000000 Penalty: 5973.121094
	Iteration 0F: 3 clusters Score -2.287756e+07 nChanged 81238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -22925592.000000 Penalty: 5973.121094
	Iteration 1F: 3 clusters Score -2.292559e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -22927524.000000 Penalty: 5973.121094
	Iteration 2Q: 3 clusters Score -2.292752e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -22931332.000000 Penalty: 5973.121094
	Iteration 3Q: 3 clusters Score -2.293133e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -22938490.000000 Penalty: 5973.121094
	Iteration 4F: 3 clusters Score -2.293849e+07 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -22950784.000000 Penalty: 5973.121094
	Iteration 5F: 3 clusters Score -2.295078e+07 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -22966612.000000 Penalty: 5973.121094
	Iteration 6F: 3 clusters Score -2.296661e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 161323 members 
Entering Unmasked Estep 
Score: -22979258.000000 Penalty: 5973.121094
	Iteration 7F: 3 clusters Score -2.297926e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -22984670.000000 Penalty: 5973.121094
	Iteration 8Q: 3 clusters Score -2.298467e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 169020 members 
Entering Unmasked Estep 
Score: -22986176.000000 Penalty: 5973.121094
	Iteration 9Q: 3 clusters Score -2.298618e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -22986584.000000 Penalty: 5973.121094
	Iteration 10Q: 3 clusters Score -2.298658e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -22986742.000000 Penalty: 5973.121094
	Iteration 11Q: 3 clusters Score -2.298674e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 169569 members 
Entering Unmasked Estep 
Score: -22986802.000000 Penalty: 5973.121094
	Iteration 12Q: 3 clusters Score -2.29868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169583 members 
Entering Unmasked Estep 
Score: -22986824.000000 Penalty: 5973.121094
	Iteration 13Q: 3 clusters Score -2.298682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 169592 members 
Entering Unmasked Estep 
Score: -22986836.000000 Penalty: 5973.121094
	Iteration 14Q: 3 clusters Score -2.298684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169595 members 
Entering Unmasked Estep 
Score: -22986854.000000 Penalty: 5973.121094
	Iteration 15Q: 3 clusters Score -2.298685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -22986868.000000 Penalty: 5973.121094
	Iteration 16Q: 3 clusters Score -2.298687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -22986868.000000 Penalty: 5973.121094
	Iteration 17F: 3 clusters Score -2.298687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Entering Unmasked Estep 
Score: -2203675.250000 Penalty: 2405.012451
	Iteration 0F: 2 clusters Score -2203675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2192036.750000 Penalty: 4810.024902
	Iteration 0F: 3 clusters Score -2192037 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2195753.250000 Penalty: 4810.024902
	Iteration 1F: 3 clusters Score -2195753 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2196083.000000 Penalty: 4810.024902
	Iteration 2F: 3 clusters Score -2196083 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2196355.500000 Penalty: 4810.024902
	Iteration 3Q: 3 clusters Score -2196356 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2196536.250000 Penalty: 4810.024902
	Iteration 4Q: 3 clusters Score -2196536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2196678.000000 Penalty: 4810.024902
	Iteration 5Q: 3 clusters Score -2196678 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2196805.500000 Penalty: 4810.024902
	Iteration 6Q: 3 clusters Score -2196806 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2196926.750000 Penalty: 4810.024902
	Iteration 7Q: 3 clusters Score -2196927 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2197048.500000 Penalty: 4810.024902
	Iteration 8Q: 3 clusters Score -2197048 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2197200.500000 Penalty: 4810.024902
	Iteration 9Q: 3 clusters Score -2197200 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2197385.500000 Penalty: 4810.024902
	Iteration 10Q: 3 clusters Score -2197386 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2197608.000000 Penalty: 4810.024902
	Iteration 11Q: 3 clusters Score -2197608 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2197868.250000 Penalty: 4810.024902
	Iteration 12Q: 3 clusters Score -2197868 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2198187.750000 Penalty: 4810.024902
	Iteration 13Q: 3 clusters Score -2198188 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2198585.500000 Penalty: 4810.024902
	Iteration 14Q: 3 clusters Score -2198586 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2199038.500000 Penalty: 4810.024902
	Iteration 15Q: 3 clusters Score -2199038 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2199533.500000 Penalty: 4810.024902
	Iteration 16Q: 3 clusters Score -2199534 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2199980.500000 Penalty: 4810.024902
	Iteration 17Q: 3 clusters Score -2199980 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2200346.750000 Penalty: 4810.024902
	Iteration 18Q: 3 clusters Score -2200347 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2200615.500000 Penalty: 4810.024902
	Iteration 19Q: 3 clusters Score -2200616 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2200807.250000 Penalty: 4810.024902
	Iteration 20F: 3 clusters Score -2200807 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2200938.750000 Penalty: 4810.024902
	Iteration 21Q: 3 clusters Score -2200939 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2201031.250000 Penalty: 4810.024902
	Iteration 22Q: 3 clusters Score -2201031 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2201098.750000 Penalty: 4810.024902
	Iteration 23Q: 3 clusters Score -2201099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2201152.250000 Penalty: 4810.024902
	Iteration 24Q: 3 clusters Score -2201152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2201185.000000 Penalty: 4810.024902
	Iteration 25Q: 3 clusters Score -2201185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2201218.250000 Penalty: 4810.024902
	Iteration 26Q: 3 clusters Score -2201218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2201255.250000 Penalty: 4810.024902
	Iteration 27Q: 3 clusters Score -2201255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2201281.750000 Penalty: 4810.024902
	Iteration 28Q: 3 clusters Score -2201282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2201296.500000 Penalty: 4810.024902
	Iteration 29Q: 3 clusters Score -2201296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2201299.250000 Penalty: 4810.024902
	Iteration 30Q: 3 clusters Score -2201299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2201312.000000 Penalty: 4810.024902
	Iteration 31Q: 3 clusters Score -2201312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2201328.750000 Penalty: 4810.024902
	Iteration 32Q: 3 clusters Score -2201329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2201336.500000 Penalty: 4810.024902
	Iteration 33Q: 3 clusters Score -2201336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2201347.000000 Penalty: 4810.024902
	Iteration 34Q: 3 clusters Score -2201347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2201350.000000 Penalty: 4810.024902
	Iteration 35Q: 3 clusters Score -2201350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2201350.750000 Penalty: 4810.024902
	Iteration 36Q: 3 clusters Score -2201351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2201356.250000 Penalty: 4810.024902
	Iteration 37Q: 3 clusters Score -2201356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2201366.000000 Penalty: 4810.024902
	Iteration 38Q: 3 clusters Score -2201366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2201377.250000 Penalty: 4810.024902
	Iteration 39Q: 3 clusters Score -2201377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2201382.250000 Penalty: 4810.024902
	Iteration 40F: 3 clusters Score -2201382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2201390.250000 Penalty: 4810.024902
	Iteration 41Q: 3 clusters Score -2201390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2201393.750000 Penalty: 4810.024902
	Iteration 42Q: 3 clusters Score -2201394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2201401.250000 Penalty: 4810.024902
	Iteration 43Q: 3 clusters Score -2201401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2201405.000000 Penalty: 4810.024902
	Iteration 44Q: 3 clusters Score -2201405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2201402.750000 Penalty: 4810.024902
	Iteration 45Q: 3 clusters Score -2201403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2201401.500000 Penalty: 4810.024902
	Iteration 46Q: 3 clusters Score -2201402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2201398.750000 Penalty: 4810.024902
	Iteration 47Q: 3 clusters Score -2201399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2201402.250000 Penalty: 4810.024902
	Iteration 48Q: 3 clusters Score -2201402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2201403.250000 Penalty: 4810.024902
	Iteration 49Q: 3 clusters Score -2201403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2201405.000000 Penalty: 4810.024902
	Iteration 50Q: 3 clusters Score -2201405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2201408.250000 Penalty: 4810.024902
	Iteration 51Q: 3 clusters Score -2201408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2201413.250000 Penalty: 4810.024902
	Iteration 52Q: 3 clusters Score -2201413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2201412.500000 Penalty: 4810.024902
	Iteration 53Q: 3 clusters Score -2201412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2201416.750000 Penalty: 4810.024902
	Iteration 54Q: 3 clusters Score -2201417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2201423.750000 Penalty: 4810.024902
	Iteration 55Q: 3 clusters Score -2201424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2201428.750000 Penalty: 4810.024902
	Iteration 56Q: 3 clusters Score -2201429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2201427.500000 Penalty: 4810.024902
	Iteration 57Q: 3 clusters Score -2201428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2201425.250000 Penalty: 4810.024902
	Iteration 58Q: 3 clusters Score -2201425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2201425.250000 Penalty: 4810.024902
	Iteration 59Q: 3 clusters Score -2201425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2201426.750000 Penalty: 4810.024902
	Iteration 60F: 3 clusters Score -2201427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2201427.000000 Penalty: 4810.024902
	Iteration 61Q: 3 clusters Score -2201427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2201431.750000 Penalty: 4810.024902
	Iteration 62Q: 3 clusters Score -2201432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2201432.500000 Penalty: 4810.024902
	Iteration 63Q: 3 clusters Score -2201432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2201430.500000 Penalty: 4810.024902
	Iteration 64Q: 3 clusters Score -2201430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2201432.500000 Penalty: 4810.024902
	Iteration 65Q: 3 clusters Score -2201432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2201434.250000 Penalty: 4810.024902
	Iteration 66Q: 3 clusters Score -2201434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2201434.250000 Penalty: 4810.024902
	Iteration 67F: 3 clusters Score -2201434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 147 members 
Entering Unmasked Estep 
Score: -37669.234375 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37669.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38001.253906 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -38001.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38075.882812 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -38075.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38087.699219 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -38087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38105.382812 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -38105.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38111.890625 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -38111.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38111.890625 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -38111.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -224694.062500 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -224694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -222168.140625 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -222168.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -222674.109375 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -222674.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -222826.343750 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -222826.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -222944.468750 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -222944.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -223142.625000 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -223142.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -223492.562500 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -223492.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -223838.921875 Penalty: 3718.339600
	Iteration 6F: 3 clusters Score -223838.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -224169.781250 Penalty: 3718.339600
	Iteration 7F: 3 clusters Score -224169.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -224429.062500 Penalty: 3718.339600
	Iteration 8F: 3 clusters Score -224429.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -224673.750000 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -224673.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -224868.250000 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -224868.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -225039.390625 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -225039.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -225118.015625 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -225118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -225143.609375 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -225143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -225154.093750 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -225154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -225156.750000 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -225156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -225160.828125 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -225160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -225160.828125 Penalty: 3718.339600
	Iteration 17F: 3 clusters Score -225160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 33402 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 146577 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31485 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 169835 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156219 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25227 members 
Mstep: Class 24 contains 71886 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450616.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126451904.000000 to -126450616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 102 members 
Entering Unmasked Estep 
Score: -19250.046875 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19250.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19434.294922 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19434.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19503.498047 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19535.070312 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19535.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19560.667969 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19560.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19560.667969 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -19560.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156219 members 
Entering Unmasked Estep 
Score: -21176496.000000 Penalty: 2965.835449
	Iteration 0F: 2 clusters Score -2.11765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -21074394.000000 Penalty: 5931.670898
	Iteration 0F: 3 clusters Score -2.107439e+07 nChanged 74451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -21118214.000000 Penalty: 5931.670898
	Iteration 1F: 3 clusters Score -2.111821e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -21120624.000000 Penalty: 5931.670898
	Iteration 2Q: 3 clusters Score -2.112062e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -21124546.000000 Penalty: 5931.670898
	Iteration 3F: 3 clusters Score -2.112455e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -21131700.000000 Penalty: 5931.670898
	Iteration 4F: 3 clusters Score -2.11317e+07 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -21142342.000000 Penalty: 5931.670898
	Iteration 5F: 3 clusters Score -2.114234e+07 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -21154594.000000 Penalty: 5931.670898
	Iteration 6F: 3 clusters Score -2.115459e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 145355 members 
Entering Unmasked Estep 
Score: -21164410.000000 Penalty: 5931.670898
	Iteration 7F: 3 clusters Score -2.116441e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 151035 members 
Entering Unmasked Estep 
Score: -21169868.000000 Penalty: 5931.670898
	Iteration 8Q: 3 clusters Score -2.116987e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -21172184.000000 Penalty: 5931.670898
	Iteration 9Q: 3 clusters Score -2.117218e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -21173072.000000 Penalty: 5931.670898
	Iteration 10Q: 3 clusters Score -2.117307e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 155084 members 
Entering Unmasked Estep 
Score: -21173518.000000 Penalty: 5931.670898
	Iteration 11Q: 3 clusters Score -2.117352e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -21173764.000000 Penalty: 5931.670898
	Iteration 12Q: 3 clusters Score -2.117376e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 155442 members 
Entering Unmasked Estep 
Score: -21173866.000000 Penalty: 5931.670898
	Iteration 13Q: 3 clusters Score -2.117387e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -21173928.000000 Penalty: 5931.670898
	Iteration 14Q: 3 clusters Score -2.117393e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 155553 members 
Entering Unmasked Estep 
Score: -21174008.000000 Penalty: 5931.670898
	Iteration 15Q: 3 clusters Score -2.117401e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 155566 members 
Entering Unmasked Estep 
Score: -21174058.000000 Penalty: 5931.670898
	Iteration 16Q: 3 clusters Score -2.117406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -21174076.000000 Penalty: 5931.670898
	Iteration 17Q: 3 clusters Score -2.117408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -21174104.000000 Penalty: 5931.670898
	Iteration 18Q: 3 clusters Score -2.11741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 155588 members 
Entering Unmasked Estep 
Score: -21174110.000000 Penalty: 5931.670898
	Iteration 19Q: 3 clusters Score -2.117411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -21174114.000000 Penalty: 5931.670898
	Iteration 20F: 3 clusters Score -2.117411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 155591 members 
Entering Unmasked Estep 
Score: -21174132.000000 Penalty: 5931.670898
	Iteration 21Q: 3 clusters Score -2.117413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -21174146.000000 Penalty: 5931.670898
	Iteration 22Q: 3 clusters Score -2.117415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -21174170.000000 Penalty: 5931.670898
	Iteration 23Q: 3 clusters Score -2.117417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -21174216.000000 Penalty: 5931.670898
	Iteration 24Q: 3 clusters Score -2.117422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -21174216.000000 Penalty: 5931.670898
	Iteration 25Q: 3 clusters Score -2.117422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 155612 members 
Entering Unmasked Estep 
Score: -21174210.000000 Penalty: 5931.670898
	Iteration 26Q: 3 clusters Score -2.117421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -21174222.000000 Penalty: 5931.670898
	Iteration 27Q: 3 clusters Score -2.117422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 155619 members 
Entering Unmasked Estep 
Score: -21174236.000000 Penalty: 5931.670898
	Iteration 28Q: 3 clusters Score -2.117424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -21174236.000000 Penalty: 5931.670898
	Iteration 29Q: 3 clusters Score -2.117424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -21174236.000000 Penalty: 5931.670898
	Iteration 30F: 3 clusters Score -2.117424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Entering Unmasked Estep 
Score: -1543213.250000 Penalty: 2346.911621
	Iteration 0F: 2 clusters Score -1543213 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 6431 members 
Entering Unmasked Estep 
Score: -1533686.000000 Penalty: 4693.823242
	Iteration 0F: 3 clusters Score -1533686 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1536714.375000 Penalty: 4693.823242
	Iteration 1F: 3 clusters Score -1536714 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1537135.250000 Penalty: 4693.823242
	Iteration 2F: 3 clusters Score -1537135 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1537495.250000 Penalty: 4693.823242
	Iteration 3F: 3 clusters Score -1537495 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1537855.750000 Penalty: 4693.823242
	Iteration 4Q: 3 clusters Score -1537856 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1538257.625000 Penalty: 4693.823242
	Iteration 5Q: 3 clusters Score -1538258 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1538675.000000 Penalty: 4693.823242
	Iteration 6Q: 3 clusters Score -1538675 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1539101.375000 Penalty: 4693.823242
	Iteration 7Q: 3 clusters Score -1539101 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1539535.625000 Penalty: 4693.823242
	Iteration 8Q: 3 clusters Score -1539536 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1539954.625000 Penalty: 4693.823242
	Iteration 9Q: 3 clusters Score -1539955 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1540287.125000 Penalty: 4693.823242
	Iteration 10Q: 3 clusters Score -1540287 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1540556.875000 Penalty: 4693.823242
	Iteration 11Q: 3 clusters Score -1540557 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1540779.125000 Penalty: 4693.823242
	Iteration 12Q: 3 clusters Score -1540779 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1540918.375000 Penalty: 4693.823242
	Iteration 13Q: 3 clusters Score -1540918 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1541022.250000 Penalty: 4693.823242
	Iteration 14Q: 3 clusters Score -1541022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1541099.250000 Penalty: 4693.823242
	Iteration 15Q: 3 clusters Score -1541099 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1541154.500000 Penalty: 4693.823242
	Iteration 16Q: 3 clusters Score -1541154 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1541203.625000 Penalty: 4693.823242
	Iteration 17Q: 3 clusters Score -1541204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1541240.750000 Penalty: 4693.823242
	Iteration 18Q: 3 clusters Score -1541241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1541266.875000 Penalty: 4693.823242
	Iteration 19Q: 3 clusters Score -1541267 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1541289.625000 Penalty: 4693.823242
	Iteration 20F: 3 clusters Score -1541290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1541307.375000 Penalty: 4693.823242
	Iteration 21Q: 3 clusters Score -1541307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1541322.375000 Penalty: 4693.823242
	Iteration 22Q: 3 clusters Score -1541322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1541350.625000 Penalty: 4693.823242
	Iteration 23Q: 3 clusters Score -1541351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1541356.500000 Penalty: 4693.823242
	Iteration 24Q: 3 clusters Score -1541356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1541380.750000 Penalty: 4693.823242
	Iteration 25Q: 3 clusters Score -1541381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1541399.000000 Penalty: 4693.823242
	Iteration 26Q: 3 clusters Score -1541399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1541414.625000 Penalty: 4693.823242
	Iteration 27Q: 3 clusters Score -1541415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1541423.500000 Penalty: 4693.823242
	Iteration 28Q: 3 clusters Score -1541424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1541430.875000 Penalty: 4693.823242
	Iteration 29Q: 3 clusters Score -1541431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1541439.250000 Penalty: 4693.823242
	Iteration 30Q: 3 clusters Score -1541439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1541449.750000 Penalty: 4693.823242
	Iteration 31Q: 3 clusters Score -1541450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1541456.375000 Penalty: 4693.823242
	Iteration 32Q: 3 clusters Score -1541456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1541460.875000 Penalty: 4693.823242
	Iteration 33Q: 3 clusters Score -1541461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1541462.000000 Penalty: 4693.823242
	Iteration 34Q: 3 clusters Score -1541462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1541469.125000 Penalty: 4693.823242
	Iteration 35Q: 3 clusters Score -1541469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1541472.500000 Penalty: 4693.823242
	Iteration 36Q: 3 clusters Score -1541472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1541474.125000 Penalty: 4693.823242
	Iteration 37Q: 3 clusters Score -1541474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1541480.625000 Penalty: 4693.823242
	Iteration 38Q: 3 clusters Score -1541481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1541482.125000 Penalty: 4693.823242
	Iteration 39Q: 3 clusters Score -1541482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1541488.125000 Penalty: 4693.823242
	Iteration 40F: 3 clusters Score -1541488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1541493.000000 Penalty: 4693.823242
	Iteration 41Q: 3 clusters Score -1541493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1541498.875000 Penalty: 4693.823242
	Iteration 42Q: 3 clusters Score -1541499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1541499.125000 Penalty: 4693.823242
	Iteration 43Q: 3 clusters Score -1541499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1541506.875000 Penalty: 4693.823242
	Iteration 44Q: 3 clusters Score -1541507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1541514.750000 Penalty: 4693.823242
	Iteration 45Q: 3 clusters Score -1541515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1541519.625000 Penalty: 4693.823242
	Iteration 46Q: 3 clusters Score -1541520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1541521.000000 Penalty: 4693.823242
	Iteration 47Q: 3 clusters Score -1541521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1541527.625000 Penalty: 4693.823242
	Iteration 48Q: 3 clusters Score -1541528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1541529.375000 Penalty: 4693.823242
	Iteration 49Q: 3 clusters Score -1541529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1541537.500000 Penalty: 4693.823242
	Iteration 50Q: 3 clusters Score -1541538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1541537.500000 Penalty: 4693.823242
	Iteration 51Q: 3 clusters Score -1541538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1541546.750000 Penalty: 4693.823242
	Iteration 52Q: 3 clusters Score -1541547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1541559.000000 Penalty: 4693.823242
	Iteration 53Q: 3 clusters Score -1541559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1541564.750000 Penalty: 4693.823242
	Iteration 54Q: 3 clusters Score -1541565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1541583.500000 Penalty: 4693.823242
	Iteration 55Q: 3 clusters Score -1541584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1541593.375000 Penalty: 4693.823242
	Iteration 56Q: 3 clusters Score -1541593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1541595.500000 Penalty: 4693.823242
	Iteration 57Q: 3 clusters Score -1541596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1541605.875000 Penalty: 4693.823242
	Iteration 58Q: 3 clusters Score -1541606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1541606.625000 Penalty: 4693.823242
	Iteration 59Q: 3 clusters Score -1541607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1541613.500000 Penalty: 4693.823242
	Iteration 60F: 3 clusters Score -1541614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1541621.625000 Penalty: 4693.823242
	Iteration 61Q: 3 clusters Score -1541622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1541629.125000 Penalty: 4693.823242
	Iteration 62Q: 3 clusters Score -1541629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1541643.500000 Penalty: 4693.823242
	Iteration 63Q: 3 clusters Score -1541644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1541653.000000 Penalty: 4693.823242
	Iteration 64Q: 3 clusters Score -1541653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1541667.375000 Penalty: 4693.823242
	Iteration 65Q: 3 clusters Score -1541667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1541678.875000 Penalty: 4693.823242
	Iteration 66Q: 3 clusters Score -1541679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1541690.750000 Penalty: 4693.823242
	Iteration 67Q: 3 clusters Score -1541691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1541700.875000 Penalty: 4693.823242
	Iteration 68Q: 3 clusters Score -1541701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1541716.500000 Penalty: 4693.823242
	Iteration 69Q: 3 clusters Score -1541716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1541738.625000 Penalty: 4693.823242
	Iteration 70Q: 3 clusters Score -1541739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1541765.000000 Penalty: 4693.823242
	Iteration 71Q: 3 clusters Score -1541765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1541831.000000 Penalty: 4693.823242
	Iteration 72Q: 3 clusters Score -1541831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1541880.500000 Penalty: 4693.823242
	Iteration 73Q: 3 clusters Score -1541880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1541925.000000 Penalty: 4693.823242
	Iteration 74Q: 3 clusters Score -1541925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1541978.000000 Penalty: 4693.823242
	Iteration 75Q: 3 clusters Score -1541978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1542035.000000 Penalty: 4693.823242
	Iteration 76Q: 3 clusters Score -1542035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1542082.500000 Penalty: 4693.823242
	Iteration 77Q: 3 clusters Score -1542082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1542115.000000 Penalty: 4693.823242
	Iteration 78Q: 3 clusters Score -1542115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1542155.250000 Penalty: 4693.823242
	Iteration 79Q: 3 clusters Score -1542155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1542194.375000 Penalty: 4693.823242
	Iteration 80F: 3 clusters Score -1542194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1542222.750000 Penalty: 4693.823242
	Iteration 81Q: 3 clusters Score -1542223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1542244.500000 Penalty: 4693.823242
	Iteration 82Q: 3 clusters Score -1542244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1542271.625000 Penalty: 4693.823242
	Iteration 83Q: 3 clusters Score -1542272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1542299.500000 Penalty: 4693.823242
	Iteration 84Q: 3 clusters Score -1542300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1542314.625000 Penalty: 4693.823242
	Iteration 85Q: 3 clusters Score -1542315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1542335.125000 Penalty: 4693.823242
	Iteration 86Q: 3 clusters Score -1542335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1542349.125000 Penalty: 4693.823242
	Iteration 87Q: 3 clusters Score -1542349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1542354.250000 Penalty: 4693.823242
	Iteration 88Q: 3 clusters Score -1542354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1542357.125000 Penalty: 4693.823242
	Iteration 89Q: 3 clusters Score -1542357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1542360.750000 Penalty: 4693.823242
	Iteration 90Q: 3 clusters Score -1542361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1542361.000000 Penalty: 4693.823242
	Iteration 91Q: 3 clusters Score -1542361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1542362.500000 Penalty: 4693.823242
	Iteration 92Q: 3 clusters Score -1542362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1542366.500000 Penalty: 4693.823242
	Iteration 93Q: 3 clusters Score -1542366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1542367.000000 Penalty: 4693.823242
	Iteration 94Q: 3 clusters Score -1542367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1542367.875000 Penalty: 4693.823242
	Iteration 95Q: 3 clusters Score -1542368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1542370.625000 Penalty: 4693.823242
	Iteration 96Q: 3 clusters Score -1542371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1542370.875000 Penalty: 4693.823242
	Iteration 97Q: 3 clusters Score -1542371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1542370.250000 Penalty: 4693.823242
	Iteration 98Q: 3 clusters Score -1542370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1542370.250000 Penalty: 4693.823242
	Iteration 99F: 3 clusters Score -1542370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -12036.262695 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -12036.26 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 71 members 
Entering Unmasked Estep 
Score: -11169.600586 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -11169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11331.147461 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -11331.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11348.502930 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -11348.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11357.074219 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -11357.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11363.272461 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -11363.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11363.272461 Penalty: 2447.499023
	Iteration 5F: 3 clusters Score -11363.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 321 members 
Entering Unmasked Estep 
Score: -68895.992188 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68895.99 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69154.421875 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69154.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69317.593750 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69317.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69476.835938 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -69476.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69622.164062 Penalty: 3173.703125
	Iteration 4F: 3 clusters Score -69622.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69706.507812 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69706.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69760.015625 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69760.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69843.390625 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69843.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69959.984375 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69959.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70025.710938 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -70025.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70042.023438 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -70042.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70055.726562 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -70055.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70060.250000 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -70060.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70060.250000 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -70060.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Entering Unmasked Estep 
Score: -3460771.750000 Penalty: 2513.645996
	Iteration 0F: 2 clusters Score -3460772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3443410.750000 Penalty: 5027.291992
	Iteration 0F: 3 clusters Score -3443411 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3449290.750000 Penalty: 5027.291992
	Iteration 1F: 3 clusters Score -3449291 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3449675.750000 Penalty: 5027.291992
	Iteration 2Q: 3 clusters Score -3449676 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3449952.750000 Penalty: 5027.291992
	Iteration 3Q: 3 clusters Score -3449953 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3450231.500000 Penalty: 5027.291992
	Iteration 4Q: 3 clusters Score -3450232 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3450464.750000 Penalty: 5027.291992
	Iteration 5Q: 3 clusters Score -3450465 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3450668.500000 Penalty: 5027.291992
	Iteration 6Q: 3 clusters Score -3450668 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3450967.750000 Penalty: 5027.291992
	Iteration 7Q: 3 clusters Score -3450968 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3451357.500000 Penalty: 5027.291992
	Iteration 8Q: 3 clusters Score -3451358 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3451868.000000 Penalty: 5027.291992
	Iteration 9Q: 3 clusters Score -3451868 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3452605.250000 Penalty: 5027.291992
	Iteration 10F: 3 clusters Score -3452605 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3453604.500000 Penalty: 5027.291992
	Iteration 11F: 3 clusters Score -3453604 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3454925.000000 Penalty: 5027.291992
	Iteration 12F: 3 clusters Score -3454925 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3456272.000000 Penalty: 5027.291992
	Iteration 13F: 3 clusters Score -3456272 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3457368.500000 Penalty: 5027.291992
	Iteration 14Q: 3 clusters Score -3457368 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3458002.750000 Penalty: 5027.291992
	Iteration 15Q: 3 clusters Score -3458003 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3458299.500000 Penalty: 5027.291992
	Iteration 16Q: 3 clusters Score -3458300 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3458453.250000 Penalty: 5027.291992
	Iteration 17Q: 3 clusters Score -3458453 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3458561.750000 Penalty: 5027.291992
	Iteration 18Q: 3 clusters Score -3458562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3458607.500000 Penalty: 5027.291992
	Iteration 19Q: 3 clusters Score -3458608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3458649.500000 Penalty: 5027.291992
	Iteration 20F: 3 clusters Score -3458650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3458697.750000 Penalty: 5027.291992
	Iteration 21Q: 3 clusters Score -3458698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3458710.000000 Penalty: 5027.291992
	Iteration 22Q: 3 clusters Score -3458710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3458715.500000 Penalty: 5027.291992
	Iteration 23Q: 3 clusters Score -3458716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3458721.000000 Penalty: 5027.291992
	Iteration 24Q: 3 clusters Score -3458721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3458732.250000 Penalty: 5027.291992
	Iteration 25Q: 3 clusters Score -3458732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3458738.250000 Penalty: 5027.291992
	Iteration 26Q: 3 clusters Score -3458738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3458742.750000 Penalty: 5027.291992
	Iteration 27Q: 3 clusters Score -3458743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3458746.000000 Penalty: 5027.291992
	Iteration 28Q: 3 clusters Score -3458746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3458748.000000 Penalty: 5027.291992
	Iteration 29Q: 3 clusters Score -3458748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3458748.000000 Penalty: 5027.291992
	Iteration 30Q: 3 clusters Score -3458748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3458749.250000 Penalty: 5027.291992
	Iteration 31Q: 3 clusters Score -3458749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3458749.250000 Penalty: 5027.291992
	Iteration 32F: 3 clusters Score -3458749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (71886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Entering Unmasked Estep 
Score: -9479158.000000 Penalty: 2773.343506
	Iteration 0F: 2 clusters Score -9479158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9430786.000000 Penalty: 5546.687012
	Iteration 0F: 3 clusters Score -9430786 nChanged 33705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -9449907.000000 Penalty: 5546.687012
	Iteration 1F: 3 clusters Score -9449907 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -9451198.000000 Penalty: 5546.687012
	Iteration 2Q: 3 clusters Score -9451198 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -9452753.000000 Penalty: 5546.687012
	Iteration 3F: 3 clusters Score -9452753 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -9454729.000000 Penalty: 5546.687012
	Iteration 4F: 3 clusters Score -9454729 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -9457057.000000 Penalty: 5546.687012
	Iteration 5F: 3 clusters Score -9457057 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -9459483.000000 Penalty: 5546.687012
	Iteration 6F: 3 clusters Score -9459483 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -9461768.000000 Penalty: 5546.687012
	Iteration 7F: 3 clusters Score -9461768 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -9463825.000000 Penalty: 5546.687012
	Iteration 8F: 3 clusters Score -9463825 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -9465629.000000 Penalty: 5546.687012
	Iteration 9Q: 3 clusters Score -9465629 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -9467261.000000 Penalty: 5546.687012
	Iteration 10Q: 3 clusters Score -9467261 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -9468785.000000 Penalty: 5546.687012
	Iteration 11Q: 3 clusters Score -9468785 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -9470227.000000 Penalty: 5546.687012
	Iteration 12Q: 3 clusters Score -9470227 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -9471470.000000 Penalty: 5546.687012
	Iteration 13Q: 3 clusters Score -9471470 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -9472608.000000 Penalty: 5546.687012
	Iteration 14Q: 3 clusters Score -9472608 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9473611.000000 Penalty: 5546.687012
	Iteration 15Q: 3 clusters Score -9473611 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -9474259.000000 Penalty: 5546.687012
	Iteration 16Q: 3 clusters Score -9474259 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -9474804.000000 Penalty: 5546.687012
	Iteration 17Q: 3 clusters Score -9474804 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -9475194.000000 Penalty: 5546.687012
	Iteration 18Q: 3 clusters Score -9475194 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -9475444.000000 Penalty: 5546.687012
	Iteration 19Q: 3 clusters Score -9475444 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9475719.000000 Penalty: 5546.687012
	Iteration 20F: 3 clusters Score -9475719 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9475904.000000 Penalty: 5546.687012
	Iteration 21Q: 3 clusters Score -9475904 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9476047.000000 Penalty: 5546.687012
	Iteration 22Q: 3 clusters Score -9476047 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9476151.000000 Penalty: 5546.687012
	Iteration 23Q: 3 clusters Score -9476151 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9476230.000000 Penalty: 5546.687012
	Iteration 24Q: 3 clusters Score -9476230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9476332.000000 Penalty: 5546.687012
	Iteration 25Q: 3 clusters Score -9476332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9476358.000000 Penalty: 5546.687012
	Iteration 26Q: 3 clusters Score -9476358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9476420.000000 Penalty: 5546.687012
	Iteration 27Q: 3 clusters Score -9476420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9476471.000000 Penalty: 5546.687012
	Iteration 28Q: 3 clusters Score -9476471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9476490.000000 Penalty: 5546.687012
	Iteration 29Q: 3 clusters Score -9476490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9476519.000000 Penalty: 5546.687012
	Iteration 30Q: 3 clusters Score -9476519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9476553.000000 Penalty: 5546.687012
	Iteration 31Q: 3 clusters Score -9476553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9476560.000000 Penalty: 5546.687012
	Iteration 32Q: 3 clusters Score -9476560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9476578.000000 Penalty: 5546.687012
	Iteration 33Q: 3 clusters Score -9476578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9476604.000000 Penalty: 5546.687012
	Iteration 34Q: 3 clusters Score -9476604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9476600.000000 Penalty: 5546.687012
	Iteration 35Q: 3 clusters Score -9476600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9476632.000000 Penalty: 5546.687012
	Iteration 36Q: 3 clusters Score -9476632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9476632.000000 Penalty: 5546.687012
	Iteration 37Q: 3 clusters Score -9476632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9476651.000000 Penalty: 5546.687012
	Iteration 38Q: 3 clusters Score -9476651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9476673.000000 Penalty: 5546.687012
	Iteration 39Q: 3 clusters Score -9476673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9476695.000000 Penalty: 5546.687012
	Iteration 40F: 3 clusters Score -9476695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9476703.000000 Penalty: 5546.687012
	Iteration 41Q: 3 clusters Score -9476703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9476707.000000 Penalty: 5546.687012
	Iteration 42Q: 3 clusters Score -9476707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9476721.000000 Penalty: 5546.687012
	Iteration 43Q: 3 clusters Score -9476721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9476722.000000 Penalty: 5546.687012
	Iteration 44Q: 3 clusters Score -9476722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9476732.000000 Penalty: 5546.687012
	Iteration 45Q: 3 clusters Score -9476732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9476741.000000 Penalty: 5546.687012
	Iteration 46Q: 3 clusters Score -9476741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9476742.000000 Penalty: 5546.687012
	Iteration 47Q: 3 clusters Score -9476742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9476746.000000 Penalty: 5546.687012
	Iteration 48Q: 3 clusters Score -9476746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9476759.000000 Penalty: 5546.687012
	Iteration 49Q: 3 clusters Score -9476759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9476777.000000 Penalty: 5546.687012
	Iteration 50Q: 3 clusters Score -9476777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9476775.000000 Penalty: 5546.687012
	Iteration 51Q: 3 clusters Score -9476775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9476778.000000 Penalty: 5546.687012
	Iteration 52Q: 3 clusters Score -9476778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9476779.000000 Penalty: 5546.687012
	Iteration 53Q: 3 clusters Score -9476779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9476788.000000 Penalty: 5546.687012
	Iteration 54Q: 3 clusters Score -9476788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9476797.000000 Penalty: 5546.687012
	Iteration 55Q: 3 clusters Score -9476797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9476808.000000 Penalty: 5546.687012
	Iteration 56Q: 3 clusters Score -9476808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9476824.000000 Penalty: 5546.687012
	Iteration 57Q: 3 clusters Score -9476824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9476830.000000 Penalty: 5546.687012
	Iteration 58Q: 3 clusters Score -9476830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9476832.000000 Penalty: 5546.687012
	Iteration 59Q: 3 clusters Score -9476832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9476855.000000 Penalty: 5546.687012
	Iteration 60F: 3 clusters Score -9476855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9476861.000000 Penalty: 5546.687012
	Iteration 61Q: 3 clusters Score -9476861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9476866.000000 Penalty: 5546.687012
	Iteration 62Q: 3 clusters Score -9476866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9476865.000000 Penalty: 5546.687012
	Iteration 63Q: 3 clusters Score -9476865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9476861.000000 Penalty: 5546.687012
	Iteration 64Q: 3 clusters Score -9476861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9476868.000000 Penalty: 5546.687012
	Iteration 65Q: 3 clusters Score -9476868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9476864.000000 Penalty: 5546.687012
	Iteration 66Q: 3 clusters Score -9476864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9476866.000000 Penalty: 5546.687012
	Iteration 67Q: 3 clusters Score -9476866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9476873.000000 Penalty: 5546.687012
	Iteration 68Q: 3 clusters Score -9476873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9476863.000000 Penalty: 5546.687012
	Iteration 69Q: 3 clusters Score -9476863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9476866.000000 Penalty: 5546.687012
	Iteration 70Q: 3 clusters Score -9476866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9476874.000000 Penalty: 5546.687012
	Iteration 71Q: 3 clusters Score -9476874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9476878.000000 Penalty: 5546.687012
	Iteration 72Q: 3 clusters Score -9476878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9476868.000000 Penalty: 5546.687012
	Iteration 73Q: 3 clusters Score -9476868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9476871.000000 Penalty: 5546.687012
	Iteration 74Q: 3 clusters Score -9476871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9476872.000000 Penalty: 5546.687012
	Iteration 75Q: 3 clusters Score -9476872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9476872.000000 Penalty: 5546.687012
	Iteration 76F: 3 clusters Score -9476872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58689.253906 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58689.25 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 236 members 
Entering Unmasked Estep 
Score: -57170.945312 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57170.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57399.796875 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57399.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57545.761719 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -57545.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57583.582031 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57583.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57607.558594 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57607.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57656.445312 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57656.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57681.558594 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -57681.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57702.714844 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57702.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57720.417969 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -57720.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57730.242188 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -57730.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57737.804688 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -57737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57739.488281 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -57739.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57739.488281 Penalty: 3074.445312
	Iteration 12F: 3 clusters Score -57739.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -146496.156250 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -146496.2 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 657 members 
Entering Unmasked Estep 
Score: -144314.078125 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -144314.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144690.859375 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -144690.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144849.484375 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -144849.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144928.531250 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -144928.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144992.515625 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -144992.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145035.593750 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -145035.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145059.375000 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -145059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145075.031250 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -145075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145096.953125 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -145097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145119.828125 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -145119.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145147.046875 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -145147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145156.171875 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -145156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145168.468750 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -145168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145181.906250 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -145181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145194.703125 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -145194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145201.390625 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -145201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145205.609375 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -145205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145210.234375 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -145210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145211.281250 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -145211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145213.140625 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -145213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145213.984375 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -145214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 236 members 
Entering Unmasked Estep 
Score: -50901.750000 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50901.75 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51442.609375 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51442.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51919.750000 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51919.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52280.542969 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -52280.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52450.871094 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -52450.87 nChanged 9
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: -52549.148438 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52549.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52605.117188 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52605.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52642.742188 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52642.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52642.742188 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -52642.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 33402 members 
Mstep: Class 4 contains 183 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 146577 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31485 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 169835 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156219 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25227 members 
Mstep: Class 24 contains 71886 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450280.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126451904.000000 to -126450280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 296 members 
Entering Unmasked Estep 
Score: -68423.460938 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68423.46 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68722.968750 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68722.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68887.335938 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68887.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69014.640625 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -69014.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69118.054688 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -69118.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69203.867188 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69203.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69262.171875 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69262.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69292.539062 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69292.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69317.414062 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -69317.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69343.937500 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -69343.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69354.492188 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -69354.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69364.375000 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -69364.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69374.203125 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -69374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69384.398438 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -69384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69400.218750 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -69400.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69404.585938 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -69404.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69413.218750 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -69413.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69414.898438 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -69414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69414.898438 Penalty: 3162.012207
	Iteration 18F: 3 clusters Score -69414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 33402 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 146577 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 31485 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 169835 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156219 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25227 members 
Mstep: Class 24 contains 71886 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451752.000000 Penalty: 92212.148438
Iteration 359Q: 28 clusters Score -1.264518e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181135 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33412 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 146475 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31490 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 169963 members 
Mstep: Class 15 contains 16245 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156242 members 
Mstep: Class 20 contains 12877 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 71880 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452000.000000 Penalty: 92212.148438
Iteration 360F: 28 clusters Score -1.26452e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181145 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33427 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17092 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 146409 members 
Mstep: Class 9 contains 43098 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31494 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 22219 members 
Mstep: Class 14 contains 170050 members 
Mstep: Class 15 contains 16214 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156242 members 
Mstep: Class 20 contains 12875 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 71874 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451848.000000 Penalty: 92212.148438
Iteration 361Q: 28 clusters Score -1.264518e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181167 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 33449 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17084 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 146326 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31498 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 170112 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156270 members 
Mstep: Class 20 contains 12875 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 71867 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451912.000000 Penalty: 92212.148438
Iteration 362Q: 28 clusters Score -1.264519e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 33458 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17074 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 146277 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31494 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 22240 members 
Mstep: Class 14 contains 170178 members 
Mstep: Class 15 contains 16112 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156300 members 
Mstep: Class 20 contains 12876 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 71861 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451664.000000 Penalty: 92212.148438
Iteration 363Q: 28 clusters Score -1.264517e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 33472 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 17057 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 8 contains 146259 members 
Mstep: Class 9 contains 43098 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31491 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22247 members 
Mstep: Class 14 contains 170184 members 
Mstep: Class 15 contains 16057 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156340 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25216 members 
Mstep: Class 24 contains 71852 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 364Q: 28 clusters Score -1.264519e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33473 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 8 contains 146189 members 
Mstep: Class 9 contains 43108 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31494 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 170230 members 
Mstep: Class 15 contains 16024 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156386 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25216 members 
Mstep: Class 24 contains 71840 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451608.000000 Penalty: 92212.148438
Iteration 365Q: 28 clusters Score -1.264516e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181257 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 33468 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17030 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 146098 members 
Mstep: Class 9 contains 43111 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31497 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 22258 members 
Mstep: Class 14 contains 170326 members 
Mstep: Class 15 contains 15985 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156416 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25215 members 
Mstep: Class 24 contains 71825 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451576.000000 Penalty: 92212.148438
Iteration 366Q: 28 clusters Score -1.264516e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181296 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33464 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17013 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 146042 members 
Mstep: Class 9 contains 43106 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31504 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22253 members 
Mstep: Class 14 contains 170402 members 
Mstep: Class 15 contains 15939 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156433 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 71820 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451592.000000 Penalty: 92212.148438
Iteration 367Q: 28 clusters Score -1.264516e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181355 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 33465 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17006 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 145993 members 
Mstep: Class 9 contains 43107 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31506 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 22243 members 
Mstep: Class 14 contains 170461 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156440 members 
Mstep: Class 20 contains 12882 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 71810 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451592.000000 Penalty: 92212.148438
Iteration 368Q: 28 clusters Score -1.264516e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33474 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17005 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 145936 members 
Mstep: Class 9 contains 43105 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31507 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 22244 members 
Mstep: Class 14 contains 170499 members 
Mstep: Class 15 contains 15837 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156471 members 
Mstep: Class 20 contains 12884 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25228 members 
Mstep: Class 24 contains 71801 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451744.000000 Penalty: 92212.148438
Iteration 369Q: 28 clusters Score -1.264517e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33481 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17004 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 145849 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31507 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 170569 members 
Mstep: Class 15 contains 15780 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156491 members 
Mstep: Class 20 contains 12882 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25230 members 
Mstep: Class 24 contains 71785 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451696.000000 Penalty: 92212.148438
Iteration 370Q: 28 clusters Score -1.264517e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33491 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 17003 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 145755 members 
Mstep: Class 9 contains 43119 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31507 members 
Mstep: Class 12 contains 9458 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 170637 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156524 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25240 members 
Mstep: Class 24 contains 71760 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451520.000000 Penalty: 92212.148438
Iteration 371Q: 28 clusters Score -1.264515e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181580 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33500 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16997 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 145663 members 
Mstep: Class 9 contains 43124 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31507 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 22257 members 
Mstep: Class 14 contains 170677 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156547 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25246 members 
Mstep: Class 24 contains 71755 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451376.000000 Penalty: 92212.148438
Iteration 372Q: 28 clusters Score -1.264514e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33503 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16992 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 145584 members 
Mstep: Class 9 contains 43138 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31506 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 22261 members 
Mstep: Class 14 contains 170713 members 
Mstep: Class 15 contains 15594 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156575 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25249 members 
Mstep: Class 24 contains 71745 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451496.000000 Penalty: 92212.148438
Iteration 373Q: 28 clusters Score -1.264515e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 33513 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16989 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 145520 members 
Mstep: Class 9 contains 43143 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31508 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 22263 members 
Mstep: Class 14 contains 170756 members 
Mstep: Class 15 contains 15539 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156590 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25264 members 
Mstep: Class 24 contains 71724 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451648.000000 Penalty: 92212.148438
Iteration 374Q: 28 clusters Score -1.264516e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181713 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 33528 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 145463 members 
Mstep: Class 9 contains 43144 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31509 members 
Mstep: Class 12 contains 9463 members 
Mstep: Class 13 contains 22266 members 
Mstep: Class 14 contains 170807 members 
Mstep: Class 15 contains 15490 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156605 members 
Mstep: Class 20 contains 12880 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25264 members 
Mstep: Class 24 contains 71713 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451712.000000 Penalty: 92212.148438
Iteration 375Q: 28 clusters Score -1.264517e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181757 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33529 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 145401 members 
Mstep: Class 9 contains 43145 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 22268 members 
Mstep: Class 14 contains 170850 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156607 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25257 members 
Mstep: Class 24 contains 71720 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 376Q: 28 clusters Score -1.264517e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33539 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 2749 members 
Mstep: Class 8 contains 145295 members 
Mstep: Class 9 contains 43157 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 170910 members 
Mstep: Class 15 contains 15412 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156621 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 71712 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451592.000000 Penalty: 92212.148438
Iteration 377Q: 28 clusters Score -1.264516e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181873 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33546 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 145185 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22273 members 
Mstep: Class 14 contains 170985 members 
Mstep: Class 15 contains 15368 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156629 members 
Mstep: Class 20 contains 12876 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25256 members 
Mstep: Class 24 contains 71694 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451656.000000 Penalty: 92212.148438
Iteration 378Q: 28 clusters Score -1.264517e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33544 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 145109 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22273 members 
Mstep: Class 14 contains 171078 members 
Mstep: Class 15 contains 15322 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156620 members 
Mstep: Class 20 contains 12877 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25254 members 
Mstep: Class 24 contains 71681 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451720.000000 Penalty: 92212.148438
Iteration 379Q: 28 clusters Score -1.264517e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33544 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 16962 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 145037 members 
Mstep: Class 9 contains 43178 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 171175 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156630 members 
Mstep: Class 20 contains 12877 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25255 members 
Mstep: Class 24 contains 71667 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451624.000000 Penalty: 92212.148438
Iteration 380F: 28 clusters Score -1.264516e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181911 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33547 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16958 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 144990 members 
Mstep: Class 9 contains 43185 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22268 members 
Mstep: Class 14 contains 171251 members 
Mstep: Class 15 contains 15238 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156643 members 
Mstep: Class 20 contains 12880 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25255 members 
Mstep: Class 24 contains 71662 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451632.000000 Penalty: 92212.148438
Iteration 381Q: 28 clusters Score -1.264516e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181923 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33553 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 144900 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 171311 members 
Mstep: Class 15 contains 15209 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156668 members 
Mstep: Class 20 contains 12882 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 71667 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451624.000000 Penalty: 92212.148438
Iteration 382Q: 28 clusters Score -1.264516e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33563 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16941 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 144809 members 
Mstep: Class 9 contains 43193 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 171364 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156699 members 
Mstep: Class 20 contains 12884 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25257 members 
Mstep: Class 24 contains 71656 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451608.000000 Penalty: 92212.148438
Iteration 383Q: 28 clusters Score -1.264516e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181961 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33582 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16933 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 144705 members 
Mstep: Class 9 contains 43201 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 171416 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156701 members 
Mstep: Class 20 contains 12885 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25260 members 
Mstep: Class 24 contains 71652 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451728.000000 Penalty: 92212.148438
Iteration 384Q: 28 clusters Score -1.264517e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33595 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16926 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 144590 members 
Mstep: Class 9 contains 43206 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 22275 members 
Mstep: Class 14 contains 171493 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156715 members 
Mstep: Class 20 contains 12887 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25256 members 
Mstep: Class 24 contains 71641 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 385Q: 28 clusters Score -1.264517e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33594 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 16915 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 144497 members 
Mstep: Class 9 contains 43211 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 22273 members 
Mstep: Class 14 contains 171575 members 
Mstep: Class 15 contains 15157 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156732 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25266 members 
Mstep: Class 24 contains 71620 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451672.000000 Penalty: 92212.148438
Iteration 386Q: 28 clusters Score -1.264517e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33598 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 16913 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 144416 members 
Mstep: Class 9 contains 43219 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 9497 members 
Mstep: Class 13 contains 22281 members 
Mstep: Class 14 contains 171637 members 
Mstep: Class 15 contains 15137 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156732 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25268 members 
Mstep: Class 24 contains 71597 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451672.000000 Penalty: 92212.148438
Iteration 387Q: 28 clusters Score -1.264517e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33605 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 144305 members 
Mstep: Class 9 contains 43226 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 171694 members 
Mstep: Class 15 contains 15119 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156738 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25276 members 
Mstep: Class 24 contains 71581 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451792.000000 Penalty: 92212.148438
Iteration 388Q: 28 clusters Score -1.264518e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182114 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33608 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 16901 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 144157 members 
Mstep: Class 9 contains 43233 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31513 members 
Mstep: Class 12 contains 9500 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 171793 members 
Mstep: Class 15 contains 15101 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156751 members 
Mstep: Class 20 contains 12894 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25280 members 
Mstep: Class 24 contains 71563 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451768.000000 Penalty: 92212.148438
Iteration 389Q: 28 clusters Score -1.264518e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33624 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16895 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 144020 members 
Mstep: Class 9 contains 43237 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 171873 members 
Mstep: Class 15 contains 15075 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156775 members 
Mstep: Class 20 contains 12898 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25288 members 
Mstep: Class 24 contains 71551 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451720.000000 Penalty: 92212.148438
Iteration 390Q: 28 clusters Score -1.264517e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33626 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 16890 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 143926 members 
Mstep: Class 9 contains 43248 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31513 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 22301 members 
Mstep: Class 14 contains 171957 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156793 members 
Mstep: Class 20 contains 12900 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 71547 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451632.000000 Penalty: 92212.148438
Iteration 391Q: 28 clusters Score -1.264516e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182179 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33628 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 143813 members 
Mstep: Class 9 contains 43260 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31514 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 22299 members 
Mstep: Class 14 contains 172040 members 
Mstep: Class 15 contains 15020 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156810 members 
Mstep: Class 20 contains 12902 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25287 members 
Mstep: Class 24 contains 71534 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451576.000000 Penalty: 92212.148438
Iteration 392Q: 28 clusters Score -1.264516e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182223 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33632 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 16881 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 143675 members 
Mstep: Class 9 contains 43264 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31514 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 22299 members 
Mstep: Class 14 contains 172113 members 
Mstep: Class 15 contains 14997 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156851 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25293 members 
Mstep: Class 24 contains 71516 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451560.000000 Penalty: 92212.148438
Iteration 393Q: 28 clusters Score -1.264516e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182243 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33639 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16876 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 143540 members 
Mstep: Class 9 contains 43271 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 22305 members 
Mstep: Class 14 contains 172212 members 
Mstep: Class 15 contains 14972 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156890 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25295 members 
Mstep: Class 24 contains 71499 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451536.000000 Penalty: 92212.148438
Iteration 394Q: 28 clusters Score -1.264515e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33645 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16875 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 143430 members 
Mstep: Class 9 contains 43279 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 22306 members 
Mstep: Class 14 contains 172277 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156914 members 
Mstep: Class 20 contains 12902 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25305 members 
Mstep: Class 24 contains 71489 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451456.000000 Penalty: 92212.148438
Iteration 395Q: 28 clusters Score -1.264515e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182309 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33650 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 16876 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 8 contains 143335 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31509 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 22315 members 
Mstep: Class 14 contains 172337 members 
Mstep: Class 15 contains 14889 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156938 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25313 members 
Mstep: Class 24 contains 71479 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451328.000000 Penalty: 92212.148438
Iteration 396Q: 28 clusters Score -1.264513e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182350 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33661 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 16874 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 143229 members 
Mstep: Class 9 contains 43274 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172406 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156944 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25324 members 
Mstep: Class 24 contains 71473 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451176.000000 Penalty: 92212.148438
Iteration 397Q: 28 clusters Score -1.264512e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182403 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33670 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 16872 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 8 contains 143130 members 
Mstep: Class 9 contains 43274 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 22324 members 
Mstep: Class 14 contains 172455 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156948 members 
Mstep: Class 20 contains 12904 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25328 members 
Mstep: Class 24 contains 71463 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451320.000000 Penalty: 92212.148438
Iteration 398Q: 28 clusters Score -1.264513e+08 nChanged 504
Entering ConstructFrom: 
Score: -126451320.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (182428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182428 members 
Entering Unmasked Estep 
Score: -24635512.000000 Penalty: 3004.299561
	Iteration 0F: 2 clusters Score -2.463551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -24516816.000000 Penalty: 6008.599121
	Iteration 0F: 3 clusters Score -2.451682e+07 nChanged 87634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -24569682.000000 Penalty: 6008.599121
	Iteration 1F: 3 clusters Score -2.456968e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -24573254.000000 Penalty: 6008.599121
	Iteration 2Q: 3 clusters Score -2.457325e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 121853 members 
Entering Unmasked Estep 
Score: -24580094.000000 Penalty: 6008.599121
	Iteration 3F: 3 clusters Score -2.458009e+07 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -24591652.000000 Penalty: 6008.599121
	Iteration 4F: 3 clusters Score -2.459165e+07 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -24606318.000000 Penalty: 6008.599121
	Iteration 5F: 3 clusters Score -2.460632e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -24619574.000000 Penalty: 6008.599121
	Iteration 6F: 3 clusters Score -2.461957e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -24627560.000000 Penalty: 6008.599121
	Iteration 7Q: 3 clusters Score -2.462756e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -24631264.000000 Penalty: 6008.599121
	Iteration 8Q: 3 clusters Score -2.463126e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -24632608.000000 Penalty: 6008.599121
	Iteration 9Q: 3 clusters Score -2.463261e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 179474 members 
Entering Unmasked Estep 
Score: -24633220.000000 Penalty: 6008.599121
	Iteration 10Q: 3 clusters Score -2.463322e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -24633500.000000 Penalty: 6008.599121
	Iteration 11Q: 3 clusters Score -2.46335e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 180095 members 
Entering Unmasked Estep 
Score: -24633710.000000 Penalty: 6008.599121
	Iteration 12Q: 3 clusters Score -2.463371e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 180255 members 
Entering Unmasked Estep 
Score: -24633786.000000 Penalty: 6008.599121
	Iteration 13Q: 3 clusters Score -2.463379e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 180362 members 
Entering Unmasked Estep 
Score: -24633774.000000 Penalty: 6008.599121
	Iteration 14Q: 3 clusters Score -2.463377e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 180443 members 
Entering Unmasked Estep 
Score: -24633782.000000 Penalty: 6008.599121
	Iteration 15Q: 3 clusters Score -2.463378e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 180520 members 
Entering Unmasked Estep 
Score: -24633776.000000 Penalty: 6008.599121
	Iteration 16Q: 3 clusters Score -2.463378e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 180588 members 
Entering Unmasked Estep 
Score: -24633772.000000 Penalty: 6008.599121
	Iteration 17Q: 3 clusters Score -2.463377e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -24633774.000000 Penalty: 6008.599121
	Iteration 18Q: 3 clusters Score -2.463377e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 180691 members 
Entering Unmasked Estep 
Score: -24633776.000000 Penalty: 6008.599121
	Iteration 19Q: 3 clusters Score -2.463378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 180735 members 
Entering Unmasked Estep 
Score: -24633798.000000 Penalty: 6008.599121
	Iteration 20F: 3 clusters Score -2.46338e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 180773 members 
Entering Unmasked Estep 
Score: -24633762.000000 Penalty: 6008.599121
	Iteration 21Q: 3 clusters Score -2.463376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 180798 members 
Entering Unmasked Estep 
Score: -24633758.000000 Penalty: 6008.599121
	Iteration 22Q: 3 clusters Score -2.463376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 180813 members 
Entering Unmasked Estep 
Score: -24633744.000000 Penalty: 6008.599121
	Iteration 23Q: 3 clusters Score -2.463374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -24633742.000000 Penalty: 6008.599121
	Iteration 24Q: 3 clusters Score -2.463374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -24633752.000000 Penalty: 6008.599121
	Iteration 25Q: 3 clusters Score -2.463375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 180865 members 
Entering Unmasked Estep 
Score: -24633750.000000 Penalty: 6008.599121
	Iteration 26Q: 3 clusters Score -2.463375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -24633766.000000 Penalty: 6008.599121
	Iteration 27Q: 3 clusters Score -2.463377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -24633766.000000 Penalty: 6008.599121
	Iteration 28Q: 3 clusters Score -2.463377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -24633710.000000 Penalty: 6008.599121
	Iteration 29Q: 3 clusters Score -2.463371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -24633738.000000 Penalty: 6008.599121
	Iteration 30Q: 3 clusters Score -2.463374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -24633704.000000 Penalty: 6008.599121
	Iteration 31Q: 3 clusters Score -2.46337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 180981 members 
Entering Unmasked Estep 
Score: -24633716.000000 Penalty: 6008.599121
	Iteration 32Q: 3 clusters Score -2.463372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 180989 members 
Entering Unmasked Estep 
Score: -24633712.000000 Penalty: 6008.599121
	Iteration 33Q: 3 clusters Score -2.463371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 180996 members 
Entering Unmasked Estep 
Score: -24633722.000000 Penalty: 6008.599121
	Iteration 34Q: 3 clusters Score -2.463372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -24633712.000000 Penalty: 6008.599121
	Iteration 35Q: 3 clusters Score -2.463371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 181010 members 
Entering Unmasked Estep 
Score: -24633704.000000 Penalty: 6008.599121
	Iteration 36Q: 3 clusters Score -2.46337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -24633722.000000 Penalty: 6008.599121
	Iteration 37Q: 3 clusters Score -2.463372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 181028 members 
Entering Unmasked Estep 
Score: -24633734.000000 Penalty: 6008.599121
	Iteration 38Q: 3 clusters Score -2.463373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 181039 members 
Entering Unmasked Estep 
Score: -24633768.000000 Penalty: 6008.599121
	Iteration 39Q: 3 clusters Score -2.463377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -24633754.000000 Penalty: 6008.599121
	Iteration 40F: 3 clusters Score -2.463375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -24633758.000000 Penalty: 6008.599121
	Iteration 41Q: 3 clusters Score -2.463376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -24633746.000000 Penalty: 6008.599121
	Iteration 42Q: 3 clusters Score -2.463375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -24633750.000000 Penalty: 6008.599121
	Iteration 43Q: 3 clusters Score -2.463375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -24633722.000000 Penalty: 6008.599121
	Iteration 44Q: 3 clusters Score -2.463372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -24633730.000000 Penalty: 6008.599121
	Iteration 45Q: 3 clusters Score -2.463373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -24633730.000000 Penalty: 6008.599121
	Iteration 46F: 3 clusters Score -2.463373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -340730.593750 Penalty: 1943.811279
	Iteration 0F: 2 clusters Score -340730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -337804.187500 Penalty: 3887.622559
	Iteration 0F: 3 clusters Score -337804.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -338291.125000 Penalty: 3887.622559
	Iteration 1F: 3 clusters Score -338291.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -338415.937500 Penalty: 3887.622559
	Iteration 2F: 3 clusters Score -338415.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -338493.156250 Penalty: 3887.622559
	Iteration 3Q: 3 clusters Score -338493.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -338542.687500 Penalty: 3887.622559
	Iteration 4Q: 3 clusters Score -338542.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -338577.937500 Penalty: 3887.622559
	Iteration 5Q: 3 clusters Score -338577.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -338615.437500 Penalty: 3887.622559
	Iteration 6Q: 3 clusters Score -338615.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -338649.125000 Penalty: 3887.622559
	Iteration 7Q: 3 clusters Score -338649.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -338674.343750 Penalty: 3887.622559
	Iteration 8Q: 3 clusters Score -338674.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -338689.750000 Penalty: 3887.622559
	Iteration 9Q: 3 clusters Score -338689.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -338707.437500 Penalty: 3887.622559
	Iteration 10Q: 3 clusters Score -338707.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -338719.906250 Penalty: 3887.622559
	Iteration 11Q: 3 clusters Score -338719.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -338733.437500 Penalty: 3887.622559
	Iteration 12Q: 3 clusters Score -338733.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -338743.781250 Penalty: 3887.622559
	Iteration 13Q: 3 clusters Score -338743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -338755.187500 Penalty: 3887.622559
	Iteration 14Q: 3 clusters Score -338755.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -338766.593750 Penalty: 3887.622559
	Iteration 15Q: 3 clusters Score -338766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -338775.468750 Penalty: 3887.622559
	Iteration 16Q: 3 clusters Score -338775.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -338783.343750 Penalty: 3887.622559
	Iteration 17Q: 3 clusters Score -338783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -338789.937500 Penalty: 3887.622559
	Iteration 18Q: 3 clusters Score -338789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -338798.656250 Penalty: 3887.622559
	Iteration 19Q: 3 clusters Score -338798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -338804.562500 Penalty: 3887.622559
	Iteration 20F: 3 clusters Score -338804.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -338813.593750 Penalty: 3887.622559
	Iteration 21Q: 3 clusters Score -338813.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -338822.312500 Penalty: 3887.622559
	Iteration 22Q: 3 clusters Score -338822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -338827.812500 Penalty: 3887.622559
	Iteration 23Q: 3 clusters Score -338827.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -338837.218750 Penalty: 3887.622559
	Iteration 24Q: 3 clusters Score -338837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -338842.000000 Penalty: 3887.622559
	Iteration 25Q: 3 clusters Score -338842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -338846.812500 Penalty: 3887.622559
	Iteration 26Q: 3 clusters Score -338846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -338851.531250 Penalty: 3887.622559
	Iteration 27Q: 3 clusters Score -338851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -338857.468750 Penalty: 3887.622559
	Iteration 28Q: 3 clusters Score -338857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -338858.593750 Penalty: 3887.622559
	Iteration 29Q: 3 clusters Score -338858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -338859.343750 Penalty: 3887.622559
	Iteration 30Q: 3 clusters Score -338859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -338860.875000 Penalty: 3887.622559
	Iteration 31Q: 3 clusters Score -338860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -338862.875000 Penalty: 3887.622559
	Iteration 32Q: 3 clusters Score -338862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338864.531250 Penalty: 3887.622559
	Iteration 33Q: 3 clusters Score -338864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338864.531250 Penalty: 3887.622559
	Iteration 34F: 3 clusters Score -338864.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Entering Unmasked Estep 
Score: -4612036.000000 Penalty: 2585.308350
	Iteration 0F: 2 clusters Score -4612036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4589133.000000 Penalty: 5170.616699
	Iteration 0F: 3 clusters Score -4589133 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4597363.500000 Penalty: 5170.616699
	Iteration 1F: 3 clusters Score -4597364 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4597804.500000 Penalty: 5170.616699
	Iteration 2Q: 3 clusters Score -4597804 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4598173.000000 Penalty: 5170.616699
	Iteration 3Q: 3 clusters Score -4598173 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4598560.000000 Penalty: 5170.616699
	Iteration 4Q: 3 clusters Score -4598560 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4598979.000000 Penalty: 5170.616699
	Iteration 5Q: 3 clusters Score -4598979 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4599445.500000 Penalty: 5170.616699
	Iteration 6Q: 3 clusters Score -4599446 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4600055.500000 Penalty: 5170.616699
	Iteration 7Q: 3 clusters Score -4600056 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4600835.000000 Penalty: 5170.616699
	Iteration 8Q: 3 clusters Score -4600835 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4601854.000000 Penalty: 5170.616699
	Iteration 9F: 3 clusters Score -4601854 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4603076.500000 Penalty: 5170.616699
	Iteration 10F: 3 clusters Score -4603076 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4604543.500000 Penalty: 5170.616699
	Iteration 11F: 3 clusters Score -4604544 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4605849.500000 Penalty: 5170.616699
	Iteration 12F: 3 clusters Score -4605850 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -4606692.500000 Penalty: 5170.616699
	Iteration 13Q: 3 clusters Score -4606692 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4607112.000000 Penalty: 5170.616699
	Iteration 14Q: 3 clusters Score -4607112 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4607283.000000 Penalty: 5170.616699
	Iteration 15Q: 3 clusters Score -4607283 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4607412.000000 Penalty: 5170.616699
	Iteration 16Q: 3 clusters Score -4607412 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4607517.000000 Penalty: 5170.616699
	Iteration 17Q: 3 clusters Score -4607517 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4607591.500000 Penalty: 5170.616699
	Iteration 18Q: 3 clusters Score -4607592 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4607674.500000 Penalty: 5170.616699
	Iteration 19Q: 3 clusters Score -4607674 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4607738.000000 Penalty: 5170.616699
	Iteration 20F: 3 clusters Score -4607738 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4607812.000000 Penalty: 5170.616699
	Iteration 21Q: 3 clusters Score -4607812 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4607900.500000 Penalty: 5170.616699
	Iteration 22Q: 3 clusters Score -4607900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -4607969.000000 Penalty: 5170.616699
	Iteration 23Q: 3 clusters Score -4607969 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -4608026.500000 Penalty: 5170.616699
	Iteration 24Q: 3 clusters Score -4608026 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4608084.000000 Penalty: 5170.616699
	Iteration 25Q: 3 clusters Score -4608084 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -4608146.500000 Penalty: 5170.616699
	Iteration 26Q: 3 clusters Score -4608146 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4608189.500000 Penalty: 5170.616699
	Iteration 27Q: 3 clusters Score -4608190 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -4608257.500000 Penalty: 5170.616699
	Iteration 28Q: 3 clusters Score -4608258 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4608314.000000 Penalty: 5170.616699
	Iteration 29Q: 3 clusters Score -4608314 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4608381.500000 Penalty: 5170.616699
	Iteration 30Q: 3 clusters Score -4608382 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4608451.000000 Penalty: 5170.616699
	Iteration 31Q: 3 clusters Score -4608451 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4608539.000000 Penalty: 5170.616699
	Iteration 32Q: 3 clusters Score -4608539 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4608604.500000 Penalty: 5170.616699
	Iteration 33Q: 3 clusters Score -4608604 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4608659.000000 Penalty: 5170.616699
	Iteration 34Q: 3 clusters Score -4608659 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4608711.500000 Penalty: 5170.616699
	Iteration 35Q: 3 clusters Score -4608712 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4608788.000000 Penalty: 5170.616699
	Iteration 36Q: 3 clusters Score -4608788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -4608853.000000 Penalty: 5170.616699
	Iteration 37Q: 3 clusters Score -4608853 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4608882.000000 Penalty: 5170.616699
	Iteration 38Q: 3 clusters Score -4608882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4608934.000000 Penalty: 5170.616699
	Iteration 39Q: 3 clusters Score -4608934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4608978.000000 Penalty: 5170.616699
	Iteration 40F: 3 clusters Score -4608978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4609022.500000 Penalty: 5170.616699
	Iteration 41Q: 3 clusters Score -4609022 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4609056.500000 Penalty: 5170.616699
	Iteration 42Q: 3 clusters Score -4609056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4609114.500000 Penalty: 5170.616699
	Iteration 43Q: 3 clusters Score -4609114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4609124.500000 Penalty: 5170.616699
	Iteration 44Q: 3 clusters Score -4609124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -4609170.500000 Penalty: 5170.616699
	Iteration 45Q: 3 clusters Score -4609170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4609208.000000 Penalty: 5170.616699
	Iteration 46Q: 3 clusters Score -4609208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4609223.000000 Penalty: 5170.616699
	Iteration 47Q: 3 clusters Score -4609223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4609247.500000 Penalty: 5170.616699
	Iteration 48Q: 3 clusters Score -4609248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4609269.000000 Penalty: 5170.616699
	Iteration 49Q: 3 clusters Score -4609269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4609294.000000 Penalty: 5170.616699
	Iteration 50Q: 3 clusters Score -4609294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4609317.000000 Penalty: 5170.616699
	Iteration 51Q: 3 clusters Score -4609317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4609358.000000 Penalty: 5170.616699
	Iteration 52Q: 3 clusters Score -4609358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4609384.500000 Penalty: 5170.616699
	Iteration 53Q: 3 clusters Score -4609384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4609397.000000 Penalty: 5170.616699
	Iteration 54Q: 3 clusters Score -4609397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4609418.000000 Penalty: 5170.616699
	Iteration 55Q: 3 clusters Score -4609418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4609429.000000 Penalty: 5170.616699
	Iteration 56Q: 3 clusters Score -4609429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4609441.500000 Penalty: 5170.616699
	Iteration 57Q: 3 clusters Score -4609442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4609459.000000 Penalty: 5170.616699
	Iteration 58Q: 3 clusters Score -4609459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4609470.500000 Penalty: 5170.616699
	Iteration 59Q: 3 clusters Score -4609470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4609495.000000 Penalty: 5170.616699
	Iteration 60F: 3 clusters Score -4609495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4609499.500000 Penalty: 5170.616699
	Iteration 61Q: 3 clusters Score -4609500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4609500.500000 Penalty: 5170.616699
	Iteration 62Q: 3 clusters Score -4609500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4609521.500000 Penalty: 5170.616699
	Iteration 63Q: 3 clusters Score -4609522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4609535.500000 Penalty: 5170.616699
	Iteration 64Q: 3 clusters Score -4609536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4609550.000000 Penalty: 5170.616699
	Iteration 65Q: 3 clusters Score -4609550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4609547.500000 Penalty: 5170.616699
	Iteration 66Q: 3 clusters Score -4609548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4609559.500000 Penalty: 5170.616699
	Iteration 67Q: 3 clusters Score -4609560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4609565.000000 Penalty: 5170.616699
	Iteration 68Q: 3 clusters Score -4609565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4609569.500000 Penalty: 5170.616699
	Iteration 69Q: 3 clusters Score -4609570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4609577.500000 Penalty: 5170.616699
	Iteration 70Q: 3 clusters Score -4609578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4609582.000000 Penalty: 5170.616699
	Iteration 71Q: 3 clusters Score -4609582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4609586.000000 Penalty: 5170.616699
	Iteration 72Q: 3 clusters Score -4609586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4609592.500000 Penalty: 5170.616699
	Iteration 73Q: 3 clusters Score -4609592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4609582.500000 Penalty: 5170.616699
	Iteration 74Q: 3 clusters Score -4609582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4609592.000000 Penalty: 5170.616699
	Iteration 75Q: 3 clusters Score -4609592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4609591.500000 Penalty: 5170.616699
	Iteration 76Q: 3 clusters Score -4609592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4609592.000000 Penalty: 5170.616699
	Iteration 77Q: 3 clusters Score -4609592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4609605.500000 Penalty: 5170.616699
	Iteration 78Q: 3 clusters Score -4609606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4609604.500000 Penalty: 5170.616699
	Iteration 79Q: 3 clusters Score -4609604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4609604.500000 Penalty: 5170.616699
	Iteration 80F: 3 clusters Score -4609604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4609608.500000 Penalty: 5170.616699
	Iteration 81Q: 3 clusters Score -4609608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4609616.500000 Penalty: 5170.616699
	Iteration 82Q: 3 clusters Score -4609616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4609612.000000 Penalty: 5170.616699
	Iteration 83Q: 3 clusters Score -4609612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4609620.000000 Penalty: 5170.616699
	Iteration 84Q: 3 clusters Score -4609620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4609626.500000 Penalty: 5170.616699
	Iteration 85Q: 3 clusters Score -4609626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4609624.000000 Penalty: 5170.616699
	Iteration 86Q: 3 clusters Score -4609624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4609623.500000 Penalty: 5170.616699
	Iteration 87Q: 3 clusters Score -4609624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4609627.000000 Penalty: 5170.616699
	Iteration 88Q: 3 clusters Score -4609627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4609635.000000 Penalty: 5170.616699
	Iteration 89Q: 3 clusters Score -4609635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4609635.500000 Penalty: 5170.616699
	Iteration 90Q: 3 clusters Score -4609636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4609638.500000 Penalty: 5170.616699
	Iteration 91Q: 3 clusters Score -4609638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4609639.000000 Penalty: 5170.616699
	Iteration 92Q: 3 clusters Score -4609639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4609634.500000 Penalty: 5170.616699
	Iteration 93Q: 3 clusters Score -4609634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4609636.000000 Penalty: 5170.616699
	Iteration 94Q: 3 clusters Score -4609636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4609640.500000 Penalty: 5170.616699
	Iteration 95Q: 3 clusters Score -4609640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4609636.000000 Penalty: 5170.616699
	Iteration 96Q: 3 clusters Score -4609636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4609640.000000 Penalty: 5170.616699
	Iteration 97Q: 3 clusters Score -4609640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4609649.000000 Penalty: 5170.616699
	Iteration 98Q: 3 clusters Score -4609649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4609645.000000 Penalty: 5170.616699
	Iteration 99Q: 3 clusters Score -4609645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4609651.500000 Penalty: 5170.616699
	Iteration 100F: 3 clusters Score -4609652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4609656.500000 Penalty: 5170.616699
	Iteration 101Q: 3 clusters Score -4609656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4609650.500000 Penalty: 5170.616699
	Iteration 102Q: 3 clusters Score -4609650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4609656.500000 Penalty: 5170.616699
	Iteration 103Q: 3 clusters Score -4609656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4609658.000000 Penalty: 5170.616699
	Iteration 104Q: 3 clusters Score -4609658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4609657.000000 Penalty: 5170.616699
	Iteration 105Q: 3 clusters Score -4609657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4609654.000000 Penalty: 5170.616699
	Iteration 106Q: 3 clusters Score -4609654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4609654.500000 Penalty: 5170.616699
	Iteration 107Q: 3 clusters Score -4609654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4609655.500000 Penalty: 5170.616699
	Iteration 108Q: 3 clusters Score -4609656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4609657.000000 Penalty: 5170.616699
	Iteration 109Q: 3 clusters Score -4609657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4609656.500000 Penalty: 5170.616699
	Iteration 110Q: 3 clusters Score -4609656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4609660.500000 Penalty: 5170.616699
	Iteration 111Q: 3 clusters Score -4609660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4609662.500000 Penalty: 5170.616699
	Iteration 112Q: 3 clusters Score -4609662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4609662.500000 Penalty: 5170.616699
	Iteration 113Q: 3 clusters Score -4609662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4609662.500000 Penalty: 5170.616699
	Iteration 114F: 3 clusters Score -4609662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -932523.687500 Penalty: 2204.069336
	Iteration 0F: 2 clusters Score -932523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -926550.187500 Penalty: 4408.138672
	Iteration 0F: 3 clusters Score -926550.2 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -928144.875000 Penalty: 4408.138672
	Iteration 1F: 3 clusters Score -928144.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -928362.937500 Penalty: 4408.138672
	Iteration 2F: 3 clusters Score -928362.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -928504.125000 Penalty: 4408.138672
	Iteration 3Q: 3 clusters Score -928504.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -928631.062500 Penalty: 4408.138672
	Iteration 4Q: 3 clusters Score -928631.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -928766.500000 Penalty: 4408.138672
	Iteration 5Q: 3 clusters Score -928766.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -928935.125000 Penalty: 4408.138672
	Iteration 6Q: 3 clusters Score -928935.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -929140.062500 Penalty: 4408.138672
	Iteration 7Q: 3 clusters Score -929140.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -929360.687500 Penalty: 4408.138672
	Iteration 8Q: 3 clusters Score -929360.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -929611.000000 Penalty: 4408.138672
	Iteration 9Q: 3 clusters Score -929611 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -929815.625000 Penalty: 4408.138672
	Iteration 10Q: 3 clusters Score -929815.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -930009.625000 Penalty: 4408.138672
	Iteration 11Q: 3 clusters Score -930009.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -930180.375000 Penalty: 4408.138672
	Iteration 12Q: 3 clusters Score -930180.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -930327.125000 Penalty: 4408.138672
	Iteration 13Q: 3 clusters Score -930327.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -930463.750000 Penalty: 4408.138672
	Iteration 14Q: 3 clusters Score -930463.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -930572.437500 Penalty: 4408.138672
	Iteration 15Q: 3 clusters Score -930572.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -930661.062500 Penalty: 4408.138672
	Iteration 16Q: 3 clusters Score -930661.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -930751.062500 Penalty: 4408.138672
	Iteration 17Q: 3 clusters Score -930751.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -930834.500000 Penalty: 4408.138672
	Iteration 18Q: 3 clusters Score -930834.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -930891.687500 Penalty: 4408.138672
	Iteration 19Q: 3 clusters Score -930891.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -930932.875000 Penalty: 4408.138672
	Iteration 20F: 3 clusters Score -930932.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -930961.562500 Penalty: 4408.138672
	Iteration 21Q: 3 clusters Score -930961.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -930989.250000 Penalty: 4408.138672
	Iteration 22Q: 3 clusters Score -930989.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -931010.500000 Penalty: 4408.138672
	Iteration 23Q: 3 clusters Score -931010.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -931031.000000 Penalty: 4408.138672
	Iteration 24Q: 3 clusters Score -931031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -931055.625000 Penalty: 4408.138672
	Iteration 25Q: 3 clusters Score -931055.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -931071.125000 Penalty: 4408.138672
	Iteration 26Q: 3 clusters Score -931071.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -931087.937500 Penalty: 4408.138672
	Iteration 27Q: 3 clusters Score -931087.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -931106.312500 Penalty: 4408.138672
	Iteration 28Q: 3 clusters Score -931106.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -931125.375000 Penalty: 4408.138672
	Iteration 29Q: 3 clusters Score -931125.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -931143.125000 Penalty: 4408.138672
	Iteration 30Q: 3 clusters Score -931143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -931158.562500 Penalty: 4408.138672
	Iteration 31Q: 3 clusters Score -931158.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -931165.687500 Penalty: 4408.138672
	Iteration 32Q: 3 clusters Score -931165.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -931175.562500 Penalty: 4408.138672
	Iteration 33Q: 3 clusters Score -931175.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -931180.562500 Penalty: 4408.138672
	Iteration 34Q: 3 clusters Score -931180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -931185.750000 Penalty: 4408.138672
	Iteration 35Q: 3 clusters Score -931185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -931191.250000 Penalty: 4408.138672
	Iteration 36Q: 3 clusters Score -931191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -931202.500000 Penalty: 4408.138672
	Iteration 37Q: 3 clusters Score -931202.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -931203.437500 Penalty: 4408.138672
	Iteration 38Q: 3 clusters Score -931203.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -931211.312500 Penalty: 4408.138672
	Iteration 39Q: 3 clusters Score -931211.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -931219.937500 Penalty: 4408.138672
	Iteration 40F: 3 clusters Score -931219.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -931229.875000 Penalty: 4408.138672
	Iteration 41Q: 3 clusters Score -931229.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -931237.625000 Penalty: 4408.138672
	Iteration 42Q: 3 clusters Score -931237.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -931246.937500 Penalty: 4408.138672
	Iteration 43Q: 3 clusters Score -931246.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -931253.687500 Penalty: 4408.138672
	Iteration 44Q: 3 clusters Score -931253.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -931262.187500 Penalty: 4408.138672
	Iteration 45Q: 3 clusters Score -931262.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -931266.062500 Penalty: 4408.138672
	Iteration 46Q: 3 clusters Score -931266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -931271.312500 Penalty: 4408.138672
	Iteration 47Q: 3 clusters Score -931271.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -931275.312500 Penalty: 4408.138672
	Iteration 48Q: 3 clusters Score -931275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -931277.750000 Penalty: 4408.138672
	Iteration 49Q: 3 clusters Score -931277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -931279.562500 Penalty: 4408.138672
	Iteration 50Q: 3 clusters Score -931279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -931284.375000 Penalty: 4408.138672
	Iteration 51Q: 3 clusters Score -931284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -931287.562500 Penalty: 4408.138672
	Iteration 52Q: 3 clusters Score -931287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -931290.000000 Penalty: 4408.138672
	Iteration 53Q: 3 clusters Score -931290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -931291.437500 Penalty: 4408.138672
	Iteration 54Q: 3 clusters Score -931291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -931294.312500 Penalty: 4408.138672
	Iteration 55Q: 3 clusters Score -931294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -931293.312500 Penalty: 4408.138672
	Iteration 56Q: 3 clusters Score -931293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -931294.250000 Penalty: 4408.138672
	Iteration 57Q: 3 clusters Score -931294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -931294.937500 Penalty: 4408.138672
	Iteration 58Q: 3 clusters Score -931294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -931292.875000 Penalty: 4408.138672
	Iteration 59Q: 3 clusters Score -931292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -931295.500000 Penalty: 4408.138672
	Iteration 60F: 3 clusters Score -931295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -931298.000000 Penalty: 4408.138672
	Iteration 61Q: 3 clusters Score -931298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -931299.062500 Penalty: 4408.138672
	Iteration 62Q: 3 clusters Score -931299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -931298.500000 Penalty: 4408.138672
	Iteration 63Q: 3 clusters Score -931298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -931298.875000 Penalty: 4408.138672
	Iteration 64Q: 3 clusters Score -931298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -931298.875000 Penalty: 4408.138672
	Iteration 65F: 3 clusters Score -931298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Entering Unmasked Estep 
Score: -2179032.000000 Penalty: 2413.841553
	Iteration 0F: 2 clusters Score -2179032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2167016.500000 Penalty: 4827.683105
	Iteration 0F: 3 clusters Score -2167016 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2170962.000000 Penalty: 4827.683105
	Iteration 1F: 3 clusters Score -2170962 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2171379.000000 Penalty: 4827.683105
	Iteration 2F: 3 clusters Score -2171379 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2171728.000000 Penalty: 4827.683105
	Iteration 3F: 3 clusters Score -2171728 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2172057.000000 Penalty: 4827.683105
	Iteration 4Q: 3 clusters Score -2172057 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2172362.500000 Penalty: 4827.683105
	Iteration 5Q: 3 clusters Score -2172362 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2172712.000000 Penalty: 4827.683105
	Iteration 6Q: 3 clusters Score -2172712 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2173150.750000 Penalty: 4827.683105
	Iteration 7Q: 3 clusters Score -2173151 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2173632.500000 Penalty: 4827.683105
	Iteration 8Q: 3 clusters Score -2173632 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2174219.750000 Penalty: 4827.683105
	Iteration 9Q: 3 clusters Score -2174220 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2174879.500000 Penalty: 4827.683105
	Iteration 10Q: 3 clusters Score -2174880 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2175535.750000 Penalty: 4827.683105
	Iteration 11Q: 3 clusters Score -2175536 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2176032.000000 Penalty: 4827.683105
	Iteration 12Q: 3 clusters Score -2176032 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2176413.750000 Penalty: 4827.683105
	Iteration 13Q: 3 clusters Score -2176414 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2176638.000000 Penalty: 4827.683105
	Iteration 14Q: 3 clusters Score -2176638 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2176800.750000 Penalty: 4827.683105
	Iteration 15Q: 3 clusters Score -2176801 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2176923.250000 Penalty: 4827.683105
	Iteration 16Q: 3 clusters Score -2176923 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2177007.750000 Penalty: 4827.683105
	Iteration 17Q: 3 clusters Score -2177008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2177060.250000 Penalty: 4827.683105
	Iteration 18Q: 3 clusters Score -2177060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2177098.000000 Penalty: 4827.683105
	Iteration 19Q: 3 clusters Score -2177098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2177132.250000 Penalty: 4827.683105
	Iteration 20F: 3 clusters Score -2177132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2177152.750000 Penalty: 4827.683105
	Iteration 21Q: 3 clusters Score -2177153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2177161.500000 Penalty: 4827.683105
	Iteration 22Q: 3 clusters Score -2177162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2177166.500000 Penalty: 4827.683105
	Iteration 23Q: 3 clusters Score -2177166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2177171.000000 Penalty: 4827.683105
	Iteration 24Q: 3 clusters Score -2177171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2177182.750000 Penalty: 4827.683105
	Iteration 25Q: 3 clusters Score -2177183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2177187.250000 Penalty: 4827.683105
	Iteration 26Q: 3 clusters Score -2177187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2177193.750000 Penalty: 4827.683105
	Iteration 27Q: 3 clusters Score -2177194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2177194.750000 Penalty: 4827.683105
	Iteration 28Q: 3 clusters Score -2177195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2177197.500000 Penalty: 4827.683105
	Iteration 29Q: 3 clusters Score -2177198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2177198.000000 Penalty: 4827.683105
	Iteration 30Q: 3 clusters Score -2177198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2177203.250000 Penalty: 4827.683105
	Iteration 31Q: 3 clusters Score -2177203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2177203.250000 Penalty: 4827.683105
	Iteration 32F: 3 clusters Score -2177203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Entering Unmasked Estep 
Score: -404703.625000 Penalty: 1983.337036
	Iteration 0F: 2 clusters Score -404703.6 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 1513 members 
Entering Unmasked Estep 
Score: -401447.687500 Penalty: 3966.674072
	Iteration 0F: 3 clusters Score -401447.7 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -402071.937500 Penalty: 3966.674072
	Iteration 1F: 3 clusters Score -402071.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -402222.593750 Penalty: 3966.674072
	Iteration 2F: 3 clusters Score -402222.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -402298.718750 Penalty: 3966.674072
	Iteration 3Q: 3 clusters Score -402298.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -402346.093750 Penalty: 3966.674072
	Iteration 4Q: 3 clusters Score -402346.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -402383.312500 Penalty: 3966.674072
	Iteration 5Q: 3 clusters Score -402383.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -402416.593750 Penalty: 3966.674072
	Iteration 6Q: 3 clusters Score -402416.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -402443.750000 Penalty: 3966.674072
	Iteration 7Q: 3 clusters Score -402443.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -402469.468750 Penalty: 3966.674072
	Iteration 8Q: 3 clusters Score -402469.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -402495.468750 Penalty: 3966.674072
	Iteration 9Q: 3 clusters Score -402495.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -402519.531250 Penalty: 3966.674072
	Iteration 10Q: 3 clusters Score -402519.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -402538.781250 Penalty: 3966.674072
	Iteration 11Q: 3 clusters Score -402538.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402552.281250 Penalty: 3966.674072
	Iteration 12Q: 3 clusters Score -402552.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402566.531250 Penalty: 3966.674072
	Iteration 13Q: 3 clusters Score -402566.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402576.093750 Penalty: 3966.674072
	Iteration 14Q: 3 clusters Score -402576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402586.031250 Penalty: 3966.674072
	Iteration 15Q: 3 clusters Score -402586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -402595.500000 Penalty: 3966.674072
	Iteration 16Q: 3 clusters Score -402595.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -402605.000000 Penalty: 3966.674072
	Iteration 17Q: 3 clusters Score -402605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -402607.781250 Penalty: 3966.674072
	Iteration 18Q: 3 clusters Score -402607.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -402614.625000 Penalty: 3966.674072
	Iteration 19Q: 3 clusters Score -402614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -402619.593750 Penalty: 3966.674072
	Iteration 20F: 3 clusters Score -402619.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -402624.906250 Penalty: 3966.674072
	Iteration 21Q: 3 clusters Score -402624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -402632.625000 Penalty: 3966.674072
	Iteration 22Q: 3 clusters Score -402632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -402637.343750 Penalty: 3966.674072
	Iteration 23Q: 3 clusters Score -402637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -402642.000000 Penalty: 3966.674072
	Iteration 24Q: 3 clusters Score -402642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -402648.375000 Penalty: 3966.674072
	Iteration 25Q: 3 clusters Score -402648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402655.375000 Penalty: 3966.674072
	Iteration 26Q: 3 clusters Score -402655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -402662.375000 Penalty: 3966.674072
	Iteration 27Q: 3 clusters Score -402662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -402671.343750 Penalty: 3966.674072
	Iteration 28Q: 3 clusters Score -402671.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -402679.687500 Penalty: 3966.674072
	Iteration 29Q: 3 clusters Score -402679.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -402690.687500 Penalty: 3966.674072
	Iteration 30Q: 3 clusters Score -402690.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -402700.562500 Penalty: 3966.674072
	Iteration 31Q: 3 clusters Score -402700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -402708.250000 Penalty: 3966.674072
	Iteration 32Q: 3 clusters Score -402708.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -402716.468750 Penalty: 3966.674072
	Iteration 33Q: 3 clusters Score -402716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -402726.187500 Penalty: 3966.674072
	Iteration 34Q: 3 clusters Score -402726.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -402733.750000 Penalty: 3966.674072
	Iteration 35Q: 3 clusters Score -402733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -402738.750000 Penalty: 3966.674072
	Iteration 36Q: 3 clusters Score -402738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -402748.437500 Penalty: 3966.674072
	Iteration 37Q: 3 clusters Score -402748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -402758.125000 Penalty: 3966.674072
	Iteration 38Q: 3 clusters Score -402758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -402766.687500 Penalty: 3966.674072
	Iteration 39Q: 3 clusters Score -402766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -402774.906250 Penalty: 3966.674072
	Iteration 40F: 3 clusters Score -402774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -402779.593750 Penalty: 3966.674072
	Iteration 41Q: 3 clusters Score -402779.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -402785.906250 Penalty: 3966.674072
	Iteration 42Q: 3 clusters Score -402785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -402790.656250 Penalty: 3966.674072
	Iteration 43Q: 3 clusters Score -402790.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -402796.906250 Penalty: 3966.674072
	Iteration 44Q: 3 clusters Score -402796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -402800.625000 Penalty: 3966.674072
	Iteration 45Q: 3 clusters Score -402800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -402802.187500 Penalty: 3966.674072
	Iteration 46Q: 3 clusters Score -402802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402804.500000 Penalty: 3966.674072
	Iteration 47Q: 3 clusters Score -402804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -402806.437500 Penalty: 3966.674072
	Iteration 48Q: 3 clusters Score -402806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402808.625000 Penalty: 3966.674072
	Iteration 49Q: 3 clusters Score -402808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -402814.062500 Penalty: 3966.674072
	Iteration 50Q: 3 clusters Score -402814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -402818.875000 Penalty: 3966.674072
	Iteration 51Q: 3 clusters Score -402818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -402819.937500 Penalty: 3966.674072
	Iteration 52Q: 3 clusters Score -402819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -402821.343750 Penalty: 3966.674072
	Iteration 53Q: 3 clusters Score -402821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -402821.406250 Penalty: 3966.674072
	Iteration 54Q: 3 clusters Score -402821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -402821.406250 Penalty: 3966.674072
	Iteration 55F: 3 clusters Score -402821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Entering Unmasked Estep 
Score: -19411078.000000 Penalty: 2943.993652
	Iteration 0F: 2 clusters Score -1.941108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -19315796.000000 Penalty: 5887.987305
	Iteration 0F: 3 clusters Score -1.93158e+07 nChanged 68344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -19355560.000000 Penalty: 5887.987305
	Iteration 1F: 3 clusters Score -1.935556e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -19357124.000000 Penalty: 5887.987305
	Iteration 2Q: 3 clusters Score -1.935712e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -19359110.000000 Penalty: 5887.987305
	Iteration 3Q: 3 clusters Score -1.935911e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -19361758.000000 Penalty: 5887.987305
	Iteration 4Q: 3 clusters Score -1.936176e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -19365452.000000 Penalty: 5887.987305
	Iteration 5Q: 3 clusters Score -1.936545e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -19370498.000000 Penalty: 5887.987305
	Iteration 6F: 3 clusters Score -1.93705e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -19377538.000000 Penalty: 5887.987305
	Iteration 7F: 3 clusters Score -1.937754e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -19385064.000000 Penalty: 5887.987305
	Iteration 8F: 3 clusters Score -1.938506e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -19390254.000000 Penalty: 5887.987305
	Iteration 9F: 3 clusters Score -1.939025e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -19392600.000000 Penalty: 5887.987305
	Iteration 10Q: 3 clusters Score -1.93926e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -19393824.000000 Penalty: 5887.987305
	Iteration 11Q: 3 clusters Score -1.939382e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -19394372.000000 Penalty: 5887.987305
	Iteration 12Q: 3 clusters Score -1.939437e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -19394882.000000 Penalty: 5887.987305
	Iteration 13Q: 3 clusters Score -1.939488e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -19395260.000000 Penalty: 5887.987305
	Iteration 14Q: 3 clusters Score -1.939526e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -19395534.000000 Penalty: 5887.987305
	Iteration 15Q: 3 clusters Score -1.939553e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -19395614.000000 Penalty: 5887.987305
	Iteration 16Q: 3 clusters Score -1.939561e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -19395790.000000 Penalty: 5887.987305
	Iteration 17Q: 3 clusters Score -1.939579e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -19395990.000000 Penalty: 5887.987305
	Iteration 18Q: 3 clusters Score -1.939599e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -19396068.000000 Penalty: 5887.987305
	Iteration 19Q: 3 clusters Score -1.939607e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -19396112.000000 Penalty: 5887.987305
	Iteration 20F: 3 clusters Score -1.939611e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -19396146.000000 Penalty: 5887.987305
	Iteration 21Q: 3 clusters Score -1.939615e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -19396220.000000 Penalty: 5887.987305
	Iteration 22Q: 3 clusters Score -1.939622e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -19396254.000000 Penalty: 5887.987305
	Iteration 23Q: 3 clusters Score -1.939625e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -19396268.000000 Penalty: 5887.987305
	Iteration 24Q: 3 clusters Score -1.939627e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -19396288.000000 Penalty: 5887.987305
	Iteration 25Q: 3 clusters Score -1.939629e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -19396308.000000 Penalty: 5887.987305
	Iteration 26Q: 3 clusters Score -1.939631e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -19396260.000000 Penalty: 5887.987305
	Iteration 27Q: 3 clusters Score -1.939626e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -19396276.000000 Penalty: 5887.987305
	Iteration 28Q: 3 clusters Score -1.939628e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -19396254.000000 Penalty: 5887.987305
	Iteration 29Q: 3 clusters Score -1.939625e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -19396294.000000 Penalty: 5887.987305
	Iteration 30Q: 3 clusters Score -1.939629e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -19396288.000000 Penalty: 5887.987305
	Iteration 31Q: 3 clusters Score -1.939629e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -19396304.000000 Penalty: 5887.987305
	Iteration 32Q: 3 clusters Score -1.93963e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -19396324.000000 Penalty: 5887.987305
	Iteration 33Q: 3 clusters Score -1.939632e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -19396348.000000 Penalty: 5887.987305
	Iteration 34Q: 3 clusters Score -1.939635e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -19396316.000000 Penalty: 5887.987305
	Iteration 35Q: 3 clusters Score -1.939632e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -19396306.000000 Penalty: 5887.987305
	Iteration 36Q: 3 clusters Score -1.939631e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -19396360.000000 Penalty: 5887.987305
	Iteration 37Q: 3 clusters Score -1.939636e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -19396350.000000 Penalty: 5887.987305
	Iteration 38Q: 3 clusters Score -1.939635e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -19396376.000000 Penalty: 5887.987305
	Iteration 39Q: 3 clusters Score -1.939638e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -19396400.000000 Penalty: 5887.987305
	Iteration 40F: 3 clusters Score -1.93964e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -19396422.000000 Penalty: 5887.987305
	Iteration 41Q: 3 clusters Score -1.939642e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -19396406.000000 Penalty: 5887.987305
	Iteration 42Q: 3 clusters Score -1.939641e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -19396488.000000 Penalty: 5887.987305
	Iteration 43Q: 3 clusters Score -1.939649e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -19396518.000000 Penalty: 5887.987305
	Iteration 44Q: 3 clusters Score -1.939652e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -19396516.000000 Penalty: 5887.987305
	Iteration 45Q: 3 clusters Score -1.939652e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -19396540.000000 Penalty: 5887.987305
	Iteration 46Q: 3 clusters Score -1.939654e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -19396554.000000 Penalty: 5887.987305
	Iteration 47Q: 3 clusters Score -1.939655e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -19396552.000000 Penalty: 5887.987305
	Iteration 48Q: 3 clusters Score -1.939655e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -19396540.000000 Penalty: 5887.987305
	Iteration 49Q: 3 clusters Score -1.939654e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -19396536.000000 Penalty: 5887.987305
	Iteration 50Q: 3 clusters Score -1.939654e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -19396580.000000 Penalty: 5887.987305
	Iteration 51Q: 3 clusters Score -1.939658e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -19396612.000000 Penalty: 5887.987305
	Iteration 52Q: 3 clusters Score -1.939661e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -19396656.000000 Penalty: 5887.987305
	Iteration 53Q: 3 clusters Score -1.939666e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -19396698.000000 Penalty: 5887.987305
	Iteration 54Q: 3 clusters Score -1.93967e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -19396724.000000 Penalty: 5887.987305
	Iteration 55Q: 3 clusters Score -1.939672e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -19396726.000000 Penalty: 5887.987305
	Iteration 56Q: 3 clusters Score -1.939673e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -19396744.000000 Penalty: 5887.987305
	Iteration 57Q: 3 clusters Score -1.939674e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -19396818.000000 Penalty: 5887.987305
	Iteration 58Q: 3 clusters Score -1.939682e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -19396828.000000 Penalty: 5887.987305
	Iteration 59Q: 3 clusters Score -1.939683e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -19396950.000000 Penalty: 5887.987305
	Iteration 60F: 3 clusters Score -1.939695e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -19397012.000000 Penalty: 5887.987305
	Iteration 61Q: 3 clusters Score -1.939701e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -19397078.000000 Penalty: 5887.987305
	Iteration 62Q: 3 clusters Score -1.939708e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -19397112.000000 Penalty: 5887.987305
	Iteration 63Q: 3 clusters Score -1.939711e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -19397134.000000 Penalty: 5887.987305
	Iteration 64Q: 3 clusters Score -1.939713e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -19397258.000000 Penalty: 5887.987305
	Iteration 65Q: 3 clusters Score -1.939726e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -19397350.000000 Penalty: 5887.987305
	Iteration 66Q: 3 clusters Score -1.939735e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -19397396.000000 Penalty: 5887.987305
	Iteration 67Q: 3 clusters Score -1.93974e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -19397484.000000 Penalty: 5887.987305
	Iteration 68Q: 3 clusters Score -1.939748e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -19397582.000000 Penalty: 5887.987305
	Iteration 69Q: 3 clusters Score -1.939758e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -19397692.000000 Penalty: 5887.987305
	Iteration 70Q: 3 clusters Score -1.939769e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -19397788.000000 Penalty: 5887.987305
	Iteration 71Q: 3 clusters Score -1.939779e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -19397926.000000 Penalty: 5887.987305
	Iteration 72Q: 3 clusters Score -1.939793e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -19398108.000000 Penalty: 5887.987305
	Iteration 73Q: 3 clusters Score -1.939811e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -19398220.000000 Penalty: 5887.987305
	Iteration 74Q: 3 clusters Score -1.939822e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -19398470.000000 Penalty: 5887.987305
	Iteration 75Q: 3 clusters Score -1.939847e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -19398604.000000 Penalty: 5887.987305
	Iteration 76Q: 3 clusters Score -1.93986e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -19398680.000000 Penalty: 5887.987305
	Iteration 77Q: 3 clusters Score -1.939868e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -19399036.000000 Penalty: 5887.987305
	Iteration 78Q: 3 clusters Score -1.939904e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -19399280.000000 Penalty: 5887.987305
	Iteration 79Q: 3 clusters Score -1.939928e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -19399470.000000 Penalty: 5887.987305
	Iteration 80F: 3 clusters Score -1.939947e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -19399726.000000 Penalty: 5887.987305
	Iteration 81Q: 3 clusters Score -1.939973e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108334 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -19399856.000000 Penalty: 5887.987305
	Iteration 82Q: 3 clusters Score -1.939986e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -19400058.000000 Penalty: 5887.987305
	Iteration 83Q: 3 clusters Score -1.940006e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110880 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -19400230.000000 Penalty: 5887.987305
	Iteration 84Q: 3 clusters Score -1.940023e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -19400456.000000 Penalty: 5887.987305
	Iteration 85Q: 3 clusters Score -1.940046e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -19400804.000000 Penalty: 5887.987305
	Iteration 86Q: 3 clusters Score -1.94008e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114552 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -19401060.000000 Penalty: 5887.987305
	Iteration 87Q: 3 clusters Score -1.940106e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115760 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -19401290.000000 Penalty: 5887.987305
	Iteration 88Q: 3 clusters Score -1.940129e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -19401538.000000 Penalty: 5887.987305
	Iteration 89Q: 3 clusters Score -1.940154e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -19401838.000000 Penalty: 5887.987305
	Iteration 90Q: 3 clusters Score -1.940184e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -19402082.000000 Penalty: 5887.987305
	Iteration 91Q: 3 clusters Score -1.940208e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120609 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -19402378.000000 Penalty: 5887.987305
	Iteration 92Q: 3 clusters Score -1.940238e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121776 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -19402526.000000 Penalty: 5887.987305
	Iteration 93Q: 3 clusters Score -1.940253e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -19402950.000000 Penalty: 5887.987305
	Iteration 94Q: 3 clusters Score -1.940295e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -19403286.000000 Penalty: 5887.987305
	Iteration 95Q: 3 clusters Score -1.940329e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -19403566.000000 Penalty: 5887.987305
	Iteration 96Q: 3 clusters Score -1.940357e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -19403868.000000 Penalty: 5887.987305
	Iteration 97Q: 3 clusters Score -1.940387e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -19404172.000000 Penalty: 5887.987305
	Iteration 98Q: 3 clusters Score -1.940417e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -19404468.000000 Penalty: 5887.987305
	Iteration 99Q: 3 clusters Score -1.940447e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -19404670.000000 Penalty: 5887.987305
	Iteration 100F: 3 clusters Score -1.940467e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130461 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -19405010.000000 Penalty: 5887.987305
	Iteration 101Q: 3 clusters Score -1.940501e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131464 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -19405352.000000 Penalty: 5887.987305
	Iteration 102Q: 3 clusters Score -1.940535e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -19405678.000000 Penalty: 5887.987305
	Iteration 103Q: 3 clusters Score -1.940568e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133297 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -19405922.000000 Penalty: 5887.987305
	Iteration 104Q: 3 clusters Score -1.940592e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134085 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -19406156.000000 Penalty: 5887.987305
	Iteration 105Q: 3 clusters Score -1.940616e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -19406400.000000 Penalty: 5887.987305
	Iteration 106Q: 3 clusters Score -1.94064e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -19406620.000000 Penalty: 5887.987305
	Iteration 107Q: 3 clusters Score -1.940662e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -19406812.000000 Penalty: 5887.987305
	Iteration 108Q: 3 clusters Score -1.940681e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -19406984.000000 Penalty: 5887.987305
	Iteration 109Q: 3 clusters Score -1.940698e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137242 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -19407174.000000 Penalty: 5887.987305
	Iteration 110Q: 3 clusters Score -1.940717e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137720 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -19407360.000000 Penalty: 5887.987305
	Iteration 111Q: 3 clusters Score -1.940736e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -19407472.000000 Penalty: 5887.987305
	Iteration 112Q: 3 clusters Score -1.940747e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138452 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -19407624.000000 Penalty: 5887.987305
	Iteration 113Q: 3 clusters Score -1.940762e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -19407714.000000 Penalty: 5887.987305
	Iteration 114Q: 3 clusters Score -1.940771e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -19407790.000000 Penalty: 5887.987305
	Iteration 115Q: 3 clusters Score -1.940779e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -19407882.000000 Penalty: 5887.987305
	Iteration 116Q: 3 clusters Score -1.940788e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -19407938.000000 Penalty: 5887.987305
	Iteration 117Q: 3 clusters Score -1.940794e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139618 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -19407990.000000 Penalty: 5887.987305
	Iteration 118Q: 3 clusters Score -1.940799e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -19408078.000000 Penalty: 5887.987305
	Iteration 119Q: 3 clusters Score -1.940808e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -19408106.000000 Penalty: 5887.987305
	Iteration 120F: 3 clusters Score -1.940811e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -19408122.000000 Penalty: 5887.987305
	Iteration 121Q: 3 clusters Score -1.940812e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140098 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19408130.000000 Penalty: 5887.987305
	Iteration 122Q: 3 clusters Score -1.940813e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140203 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -19408174.000000 Penalty: 5887.987305
	Iteration 123Q: 3 clusters Score -1.940817e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -19408202.000000 Penalty: 5887.987305
	Iteration 124Q: 3 clusters Score -1.94082e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -19408248.000000 Penalty: 5887.987305
	Iteration 125Q: 3 clusters Score -1.940825e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19408270.000000 Penalty: 5887.987305
	Iteration 126Q: 3 clusters Score -1.940827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19408274.000000 Penalty: 5887.987305
	Iteration 127Q: 3 clusters Score -1.940827e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140614 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -19408304.000000 Penalty: 5887.987305
	Iteration 128Q: 3 clusters Score -1.94083e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19408342.000000 Penalty: 5887.987305
	Iteration 129Q: 3 clusters Score -1.940834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -19408370.000000 Penalty: 5887.987305
	Iteration 130Q: 3 clusters Score -1.940837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140799 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19408388.000000 Penalty: 5887.987305
	Iteration 131Q: 3 clusters Score -1.940839e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19408404.000000 Penalty: 5887.987305
	Iteration 132Q: 3 clusters Score -1.94084e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140893 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -19408396.000000 Penalty: 5887.987305
	Iteration 133Q: 3 clusters Score -1.94084e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19408424.000000 Penalty: 5887.987305
	Iteration 134Q: 3 clusters Score -1.940842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19408448.000000 Penalty: 5887.987305
	Iteration 135Q: 3 clusters Score -1.940845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140998 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19408462.000000 Penalty: 5887.987305
	Iteration 136Q: 3 clusters Score -1.940846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141024 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19408446.000000 Penalty: 5887.987305
	Iteration 137Q: 3 clusters Score -1.940845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141050 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19408466.000000 Penalty: 5887.987305
	Iteration 138Q: 3 clusters Score -1.940847e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141077 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -19408498.000000 Penalty: 5887.987305
	Iteration 139Q: 3 clusters Score -1.94085e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141109 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -19408512.000000 Penalty: 5887.987305
	Iteration 140F: 3 clusters Score -1.940851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141131 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -19408516.000000 Penalty: 5887.987305
	Iteration 141Q: 3 clusters Score -1.940852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19408538.000000 Penalty: 5887.987305
	Iteration 142Q: 3 clusters Score -1.940854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -19408562.000000 Penalty: 5887.987305
	Iteration 143Q: 3 clusters Score -1.940856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19408546.000000 Penalty: 5887.987305
	Iteration 144Q: 3 clusters Score -1.940855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141205 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19408554.000000 Penalty: 5887.987305
	Iteration 145Q: 3 clusters Score -1.940855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141217 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19408560.000000 Penalty: 5887.987305
	Iteration 146Q: 3 clusters Score -1.940856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141223 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -19408580.000000 Penalty: 5887.987305
	Iteration 147Q: 3 clusters Score -1.940858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -19408586.000000 Penalty: 5887.987305
	Iteration 148Q: 3 clusters Score -1.940859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141243 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19408582.000000 Penalty: 5887.987305
	Iteration 149Q: 3 clusters Score -1.940858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141246 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -19408598.000000 Penalty: 5887.987305
	Iteration 150Q: 3 clusters Score -1.94086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -19408588.000000 Penalty: 5887.987305
	Iteration 151Q: 3 clusters Score -1.940859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19408580.000000 Penalty: 5887.987305
	Iteration 152Q: 3 clusters Score -1.940858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141276 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19408588.000000 Penalty: 5887.987305
	Iteration 153Q: 3 clusters Score -1.940859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19408602.000000 Penalty: 5887.987305
	Iteration 154Q: 3 clusters Score -1.94086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19408608.000000 Penalty: 5887.987305
	Iteration 155Q: 3 clusters Score -1.940861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19408610.000000 Penalty: 5887.987305
	Iteration 156Q: 3 clusters Score -1.940861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -19408596.000000 Penalty: 5887.987305
	Iteration 157Q: 3 clusters Score -1.94086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141313 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -19408608.000000 Penalty: 5887.987305
	Iteration 158Q: 3 clusters Score -1.940861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -19408602.000000 Penalty: 5887.987305
	Iteration 159Q: 3 clusters Score -1.94086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19408606.000000 Penalty: 5887.987305
	Iteration 160F: 3 clusters Score -1.940861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141324 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -19408600.000000 Penalty: 5887.987305
	Iteration 161Q: 3 clusters Score -1.94086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141328 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -19408608.000000 Penalty: 5887.987305
	Iteration 162Q: 3 clusters Score -1.940861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141328 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -19408612.000000 Penalty: 5887.987305
	Iteration 163Q: 3 clusters Score -1.940861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141333 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19408610.000000 Penalty: 5887.987305
	Iteration 164Q: 3 clusters Score -1.940861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19408608.000000 Penalty: 5887.987305
	Iteration 165Q: 3 clusters Score -1.940861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141340 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -19408620.000000 Penalty: 5887.987305
	Iteration 166Q: 3 clusters Score -1.940862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19408614.000000 Penalty: 5887.987305
	Iteration 167Q: 3 clusters Score -1.940861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141348 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19408604.000000 Penalty: 5887.987305
	Iteration 168Q: 3 clusters Score -1.94086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141353 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19408620.000000 Penalty: 5887.987305
	Iteration 169Q: 3 clusters Score -1.940862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141362 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19408626.000000 Penalty: 5887.987305
	Iteration 170Q: 3 clusters Score -1.940863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19408636.000000 Penalty: 5887.987305
	Iteration 171Q: 3 clusters Score -1.940864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19408634.000000 Penalty: 5887.987305
	Iteration 172Q: 3 clusters Score -1.940863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19408632.000000 Penalty: 5887.987305
	Iteration 173Q: 3 clusters Score -1.940863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141394 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19408622.000000 Penalty: 5887.987305
	Iteration 174Q: 3 clusters Score -1.940862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19408642.000000 Penalty: 5887.987305
	Iteration 175Q: 3 clusters Score -1.940864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19408648.000000 Penalty: 5887.987305
	Iteration 176Q: 3 clusters Score -1.940865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19408650.000000 Penalty: 5887.987305
	Iteration 177Q: 3 clusters Score -1.940865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19408636.000000 Penalty: 5887.987305
	Iteration 178Q: 3 clusters Score -1.940864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141454 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -19408660.000000 Penalty: 5887.987305
	Iteration 179Q: 3 clusters Score -1.940866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141464 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19408682.000000 Penalty: 5887.987305
	Iteration 180F: 3 clusters Score -1.940868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19408668.000000 Penalty: 5887.987305
	Iteration 181Q: 3 clusters Score -1.940867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19408672.000000 Penalty: 5887.987305
	Iteration 182Q: 3 clusters Score -1.940867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19408682.000000 Penalty: 5887.987305
	Iteration 183Q: 3 clusters Score -1.940868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19408694.000000 Penalty: 5887.987305
	Iteration 184Q: 3 clusters Score -1.940869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19408698.000000 Penalty: 5887.987305
	Iteration 185Q: 3 clusters Score -1.94087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19408714.000000 Penalty: 5887.987305
	Iteration 186Q: 3 clusters Score -1.940871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19408718.000000 Penalty: 5887.987305
	Iteration 187Q: 3 clusters Score -1.940872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141530 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19408726.000000 Penalty: 5887.987305
	Iteration 188Q: 3 clusters Score -1.940873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141537 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19408736.000000 Penalty: 5887.987305
	Iteration 189Q: 3 clusters Score -1.940874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -19408716.000000 Penalty: 5887.987305
	Iteration 190Q: 3 clusters Score -1.940872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19408710.000000 Penalty: 5887.987305
	Iteration 191Q: 3 clusters Score -1.940871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19408714.000000 Penalty: 5887.987305
	Iteration 192Q: 3 clusters Score -1.940871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19408714.000000 Penalty: 5887.987305
	Iteration 193F: 3 clusters Score -1.940871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Entering Unmasked Estep 
Score: -5896058.000000 Penalty: 2647.481934
	Iteration 0F: 2 clusters Score -5896058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5866716.000000 Penalty: 5294.963867
	Iteration 0F: 3 clusters Score -5866716 nChanged 19946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -5877727.000000 Penalty: 5294.963867
	Iteration 1F: 3 clusters Score -5877727 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5878382.000000 Penalty: 5294.963867
	Iteration 2Q: 3 clusters Score -5878382 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5879071.000000 Penalty: 5294.963867
	Iteration 3Q: 3 clusters Score -5879071 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5879871.000000 Penalty: 5294.963867
	Iteration 4Q: 3 clusters Score -5879871 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5880772.500000 Penalty: 5294.963867
	Iteration 5Q: 3 clusters Score -5880772 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -5881835.500000 Penalty: 5294.963867
	Iteration 6Q: 3 clusters Score -5881836 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -5883177.000000 Penalty: 5294.963867
	Iteration 7F: 3 clusters Score -5883177 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5884848.000000 Penalty: 5294.963867
	Iteration 8F: 3 clusters Score -5884848 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -5886734.500000 Penalty: 5294.963867
	Iteration 9F: 3 clusters Score -5886734 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -5888535.500000 Penalty: 5294.963867
	Iteration 10Q: 3 clusters Score -5888536 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -5889957.500000 Penalty: 5294.963867
	Iteration 11Q: 3 clusters Score -5889958 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5890967.500000 Penalty: 5294.963867
	Iteration 12Q: 3 clusters Score -5890968 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5891548.500000 Penalty: 5294.963867
	Iteration 13Q: 3 clusters Score -5891548 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -5891921.500000 Penalty: 5294.963867
	Iteration 14Q: 3 clusters Score -5891922 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -5892175.000000 Penalty: 5294.963867
	Iteration 15Q: 3 clusters Score -5892175 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5892395.000000 Penalty: 5294.963867
	Iteration 16Q: 3 clusters Score -5892395 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5892578.000000 Penalty: 5294.963867
	Iteration 17Q: 3 clusters Score -5892578 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5892741.000000 Penalty: 5294.963867
	Iteration 18Q: 3 clusters Score -5892741 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5892834.500000 Penalty: 5294.963867
	Iteration 19Q: 3 clusters Score -5892834 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5892923.000000 Penalty: 5294.963867
	Iteration 20F: 3 clusters Score -5892923 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5893000.500000 Penalty: 5294.963867
	Iteration 21Q: 3 clusters Score -5893000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5893065.000000 Penalty: 5294.963867
	Iteration 22Q: 3 clusters Score -5893065 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5893147.000000 Penalty: 5294.963867
	Iteration 23Q: 3 clusters Score -5893147 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5893220.000000 Penalty: 5294.963867
	Iteration 24Q: 3 clusters Score -5893220 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5893281.500000 Penalty: 5294.963867
	Iteration 25Q: 3 clusters Score -5893282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5893331.000000 Penalty: 5294.963867
	Iteration 26Q: 3 clusters Score -5893331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5893389.500000 Penalty: 5294.963867
	Iteration 27Q: 3 clusters Score -5893390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5893444.500000 Penalty: 5294.963867
	Iteration 28Q: 3 clusters Score -5893444 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5893492.500000 Penalty: 5294.963867
	Iteration 29Q: 3 clusters Score -5893492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5893535.500000 Penalty: 5294.963867
	Iteration 30Q: 3 clusters Score -5893536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5893549.000000 Penalty: 5294.963867
	Iteration 31Q: 3 clusters Score -5893549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5893559.500000 Penalty: 5294.963867
	Iteration 32Q: 3 clusters Score -5893560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5893578.500000 Penalty: 5294.963867
	Iteration 33Q: 3 clusters Score -5893578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5893605.000000 Penalty: 5294.963867
	Iteration 34Q: 3 clusters Score -5893605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5893628.000000 Penalty: 5294.963867
	Iteration 35Q: 3 clusters Score -5893628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5893634.500000 Penalty: 5294.963867
	Iteration 36Q: 3 clusters Score -5893634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5893666.500000 Penalty: 5294.963867
	Iteration 37Q: 3 clusters Score -5893666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5893685.000000 Penalty: 5294.963867
	Iteration 38Q: 3 clusters Score -5893685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5893703.000000 Penalty: 5294.963867
	Iteration 39Q: 3 clusters Score -5893703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5893729.500000 Penalty: 5294.963867
	Iteration 40F: 3 clusters Score -5893730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5893734.000000 Penalty: 5294.963867
	Iteration 41Q: 3 clusters Score -5893734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5893758.500000 Penalty: 5294.963867
	Iteration 42Q: 3 clusters Score -5893758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5893788.500000 Penalty: 5294.963867
	Iteration 43Q: 3 clusters Score -5893788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5893787.500000 Penalty: 5294.963867
	Iteration 44Q: 3 clusters Score -5893788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5893800.000000 Penalty: 5294.963867
	Iteration 45Q: 3 clusters Score -5893800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5893808.500000 Penalty: 5294.963867
	Iteration 46Q: 3 clusters Score -5893808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5893807.000000 Penalty: 5294.963867
	Iteration 47Q: 3 clusters Score -5893807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5893825.000000 Penalty: 5294.963867
	Iteration 48Q: 3 clusters Score -5893825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5893826.500000 Penalty: 5294.963867
	Iteration 49Q: 3 clusters Score -5893826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5893832.500000 Penalty: 5294.963867
	Iteration 50Q: 3 clusters Score -5893832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5893832.500000 Penalty: 5294.963867
	Iteration 51Q: 3 clusters Score -5893832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5893834.000000 Penalty: 5294.963867
	Iteration 52Q: 3 clusters Score -5893834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5893834.000000 Penalty: 5294.963867
	Iteration 53F: 3 clusters Score -5893834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -174455.109375 Penalty: 1777.616577
	Iteration 0F: 2 clusters Score -174455.1 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 650 members 
Entering Unmasked Estep 
Score: -172306.515625 Penalty: 3555.233154
	Iteration 0F: 3 clusters Score -172306.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172610.109375 Penalty: 3555.233154
	Iteration 1F: 3 clusters Score -172610.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172716.656250 Penalty: 3555.233154
	Iteration 2F: 3 clusters Score -172716.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -172775.296875 Penalty: 3555.233154
	Iteration 3Q: 3 clusters Score -172775.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172808.828125 Penalty: 3555.233154
	Iteration 4Q: 3 clusters Score -172808.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172833.171875 Penalty: 3555.233154
	Iteration 5Q: 3 clusters Score -172833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172839.671875 Penalty: 3555.233154
	Iteration 6Q: 3 clusters Score -172839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -172842.203125 Penalty: 3555.233154
	Iteration 7Q: 3 clusters Score -172842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -172842.203125 Penalty: 3555.233154
	Iteration 8F: 3 clusters Score -172842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Entering Unmasked Estep 
Score: -4099514.250000 Penalty: 2568.814697
	Iteration 0F: 2 clusters Score -4099514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4077906.250000 Penalty: 5137.629395
	Iteration 0F: 3 clusters Score -4077906 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4085862.000000 Penalty: 5137.629395
	Iteration 1F: 3 clusters Score -4085862 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4086672.000000 Penalty: 5137.629395
	Iteration 2F: 3 clusters Score -4086672 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4087675.000000 Penalty: 5137.629395
	Iteration 3F: 3 clusters Score -4087675 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4088759.750000 Penalty: 5137.629395
	Iteration 4F: 3 clusters Score -4088760 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4090067.250000 Penalty: 5137.629395
	Iteration 5F: 3 clusters Score -4090067 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4091594.500000 Penalty: 5137.629395
	Iteration 6F: 3 clusters Score -4091594 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -4093223.500000 Penalty: 5137.629395
	Iteration 7F: 3 clusters Score -4093224 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4094875.250000 Penalty: 5137.629395
	Iteration 8F: 3 clusters Score -4094875 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4096148.250000 Penalty: 5137.629395
	Iteration 9Q: 3 clusters Score -4096148 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4097052.500000 Penalty: 5137.629395
	Iteration 10Q: 3 clusters Score -4097052 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4097625.000000 Penalty: 5137.629395
	Iteration 11Q: 3 clusters Score -4097625 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4097947.750000 Penalty: 5137.629395
	Iteration 12Q: 3 clusters Score -4097948 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4098139.250000 Penalty: 5137.629395
	Iteration 13Q: 3 clusters Score -4098139 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4098237.250000 Penalty: 5137.629395
	Iteration 14Q: 3 clusters Score -4098237 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4098287.750000 Penalty: 5137.629395
	Iteration 15Q: 3 clusters Score -4098288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4098318.500000 Penalty: 5137.629395
	Iteration 16Q: 3 clusters Score -4098318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4098346.750000 Penalty: 5137.629395
	Iteration 17Q: 3 clusters Score -4098347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4098364.000000 Penalty: 5137.629395
	Iteration 18Q: 3 clusters Score -4098364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4098376.250000 Penalty: 5137.629395
	Iteration 19Q: 3 clusters Score -4098376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4098382.500000 Penalty: 5137.629395
	Iteration 20F: 3 clusters Score -4098382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4098396.000000 Penalty: 5137.629395
	Iteration 21Q: 3 clusters Score -4098396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4098402.250000 Penalty: 5137.629395
	Iteration 22Q: 3 clusters Score -4098402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4098406.000000 Penalty: 5137.629395
	Iteration 23Q: 3 clusters Score -4098406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4098410.250000 Penalty: 5137.629395
	Iteration 24Q: 3 clusters Score -4098410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4098422.250000 Penalty: 5137.629395
	Iteration 25Q: 3 clusters Score -4098422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4098417.750000 Penalty: 5137.629395
	Iteration 26Q: 3 clusters Score -4098418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4098415.750000 Penalty: 5137.629395
	Iteration 27Q: 3 clusters Score -4098416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4098428.750000 Penalty: 5137.629395
	Iteration 28Q: 3 clusters Score -4098429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4098428.000000 Penalty: 5137.629395
	Iteration 29Q: 3 clusters Score -4098428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4098424.750000 Penalty: 5137.629395
	Iteration 30Q: 3 clusters Score -4098425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4098425.500000 Penalty: 5137.629395
	Iteration 31Q: 3 clusters Score -4098426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4098427.750000 Penalty: 5137.629395
	Iteration 32Q: 3 clusters Score -4098428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4098425.750000 Penalty: 5137.629395
	Iteration 33Q: 3 clusters Score -4098426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4098431.750000 Penalty: 5137.629395
	Iteration 34Q: 3 clusters Score -4098432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4098438.000000 Penalty: 5137.629395
	Iteration 35Q: 3 clusters Score -4098438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4098440.000000 Penalty: 5137.629395
	Iteration 36Q: 3 clusters Score -4098440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4098442.000000 Penalty: 5137.629395
	Iteration 37Q: 3 clusters Score -4098442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4098442.000000 Penalty: 5137.629395
	Iteration 38F: 3 clusters Score -4098442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1205826.875000 Penalty: 2271.417725
	Iteration 0F: 2 clusters Score -1205827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1198495.500000 Penalty: 4542.835449
	Iteration 0F: 3 clusters Score -1198496 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1200574.375000 Penalty: 4542.835449
	Iteration 1F: 3 clusters Score -1200574 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1200907.375000 Penalty: 4542.835449
	Iteration 2F: 3 clusters Score -1200907 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1201155.875000 Penalty: 4542.835449
	Iteration 3F: 3 clusters Score -1201156 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1201366.750000 Penalty: 4542.835449
	Iteration 4Q: 3 clusters Score -1201367 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1201553.500000 Penalty: 4542.835449
	Iteration 5Q: 3 clusters Score -1201554 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1201734.250000 Penalty: 4542.835449
	Iteration 6Q: 3 clusters Score -1201734 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1201924.125000 Penalty: 4542.835449
	Iteration 7Q: 3 clusters Score -1201924 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1202101.875000 Penalty: 4542.835449
	Iteration 8Q: 3 clusters Score -1202102 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1202279.625000 Penalty: 4542.835449
	Iteration 9Q: 3 clusters Score -1202280 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1202497.625000 Penalty: 4542.835449
	Iteration 10Q: 3 clusters Score -1202498 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1202712.000000 Penalty: 4542.835449
	Iteration 11Q: 3 clusters Score -1202712 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1202943.750000 Penalty: 4542.835449
	Iteration 12Q: 3 clusters Score -1202944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1203131.500000 Penalty: 4542.835449
	Iteration 13Q: 3 clusters Score -1203132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1203267.750000 Penalty: 4542.835449
	Iteration 14Q: 3 clusters Score -1203268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1203370.500000 Penalty: 4542.835449
	Iteration 15Q: 3 clusters Score -1203370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1203463.375000 Penalty: 4542.835449
	Iteration 16Q: 3 clusters Score -1203463 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1203539.000000 Penalty: 4542.835449
	Iteration 17Q: 3 clusters Score -1203539 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1203587.875000 Penalty: 4542.835449
	Iteration 18Q: 3 clusters Score -1203588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1203623.750000 Penalty: 4542.835449
	Iteration 19Q: 3 clusters Score -1203624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1203648.125000 Penalty: 4542.835449
	Iteration 20F: 3 clusters Score -1203648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1203669.125000 Penalty: 4542.835449
	Iteration 21Q: 3 clusters Score -1203669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1203680.875000 Penalty: 4542.835449
	Iteration 22Q: 3 clusters Score -1203681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1203690.625000 Penalty: 4542.835449
	Iteration 23Q: 3 clusters Score -1203691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1203701.250000 Penalty: 4542.835449
	Iteration 24Q: 3 clusters Score -1203701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1203709.500000 Penalty: 4542.835449
	Iteration 25Q: 3 clusters Score -1203710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1203719.625000 Penalty: 4542.835449
	Iteration 26Q: 3 clusters Score -1203720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1203722.500000 Penalty: 4542.835449
	Iteration 27Q: 3 clusters Score -1203722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1203733.125000 Penalty: 4542.835449
	Iteration 28Q: 3 clusters Score -1203733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1203738.375000 Penalty: 4542.835449
	Iteration 29Q: 3 clusters Score -1203738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1203741.750000 Penalty: 4542.835449
	Iteration 30Q: 3 clusters Score -1203742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1203748.500000 Penalty: 4542.835449
	Iteration 31Q: 3 clusters Score -1203748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1203752.500000 Penalty: 4542.835449
	Iteration 32Q: 3 clusters Score -1203752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1203756.375000 Penalty: 4542.835449
	Iteration 33Q: 3 clusters Score -1203756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1203758.000000 Penalty: 4542.835449
	Iteration 34Q: 3 clusters Score -1203758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1203764.375000 Penalty: 4542.835449
	Iteration 35Q: 3 clusters Score -1203764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1203762.500000 Penalty: 4542.835449
	Iteration 36Q: 3 clusters Score -1203762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1203770.625000 Penalty: 4542.835449
	Iteration 37Q: 3 clusters Score -1203771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1203771.875000 Penalty: 4542.835449
	Iteration 38Q: 3 clusters Score -1203772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1203775.000000 Penalty: 4542.835449
	Iteration 39Q: 3 clusters Score -1203775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1203776.875000 Penalty: 4542.835449
	Iteration 40F: 3 clusters Score -1203777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1203775.750000 Penalty: 4542.835449
	Iteration 41Q: 3 clusters Score -1203776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1203779.500000 Penalty: 4542.835449
	Iteration 42Q: 3 clusters Score -1203780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1203781.625000 Penalty: 4542.835449
	Iteration 43Q: 3 clusters Score -1203782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1203784.250000 Penalty: 4542.835449
	Iteration 44Q: 3 clusters Score -1203784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1203784.875000 Penalty: 4542.835449
	Iteration 45Q: 3 clusters Score -1203785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1203787.000000 Penalty: 4542.835449
	Iteration 46Q: 3 clusters Score -1203787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1203787.750000 Penalty: 4542.835449
	Iteration 47Q: 3 clusters Score -1203788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1203788.250000 Penalty: 4542.835449
	Iteration 48Q: 3 clusters Score -1203788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1203790.750000 Penalty: 4542.835449
	Iteration 49Q: 3 clusters Score -1203791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1203790.250000 Penalty: 4542.835449
	Iteration 50Q: 3 clusters Score -1203790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1203791.625000 Penalty: 4542.835449
	Iteration 51Q: 3 clusters Score -1203792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1203795.750000 Penalty: 4542.835449
	Iteration 52Q: 3 clusters Score -1203796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1203801.250000 Penalty: 4542.835449
	Iteration 53Q: 3 clusters Score -1203801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1203799.250000 Penalty: 4542.835449
	Iteration 54Q: 3 clusters Score -1203799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1203803.000000 Penalty: 4542.835449
	Iteration 55Q: 3 clusters Score -1203803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1203805.500000 Penalty: 4542.835449
	Iteration 56Q: 3 clusters Score -1203806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1203809.125000 Penalty: 4542.835449
	Iteration 57Q: 3 clusters Score -1203809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1203814.875000 Penalty: 4542.835449
	Iteration 58Q: 3 clusters Score -1203815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1203814.250000 Penalty: 4542.835449
	Iteration 59Q: 3 clusters Score -1203814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1203811.750000 Penalty: 4542.835449
	Iteration 60F: 3 clusters Score -1203812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1203813.750000 Penalty: 4542.835449
	Iteration 61Q: 3 clusters Score -1203814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1203815.125000 Penalty: 4542.835449
	Iteration 62Q: 3 clusters Score -1203815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1203812.375000 Penalty: 4542.835449
	Iteration 63Q: 3 clusters Score -1203812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1203813.875000 Penalty: 4542.835449
	Iteration 64Q: 3 clusters Score -1203814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1203813.875000 Penalty: 4542.835449
	Iteration 65F: 3 clusters Score -1203814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Entering Unmasked Estep 
Score: -3060567.250000 Penalty: 2483.271973
	Iteration 0F: 2 clusters Score -3060567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3045015.000000 Penalty: 4966.543945
	Iteration 0F: 3 clusters Score -3045015 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3050388.000000 Penalty: 4966.543945
	Iteration 1F: 3 clusters Score -3050388 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3050794.000000 Penalty: 4966.543945
	Iteration 2F: 3 clusters Score -3050794 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3051138.500000 Penalty: 4966.543945
	Iteration 3Q: 3 clusters Score -3051138 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3051495.500000 Penalty: 4966.543945
	Iteration 4Q: 3 clusters Score -3051496 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3051934.750000 Penalty: 4966.543945
	Iteration 5Q: 3 clusters Score -3051935 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3052408.500000 Penalty: 4966.543945
	Iteration 6Q: 3 clusters Score -3052408 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3053059.250000 Penalty: 4966.543945
	Iteration 7Q: 3 clusters Score -3053059 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3053870.750000 Penalty: 4966.543945
	Iteration 8F: 3 clusters Score -3053871 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3054909.250000 Penalty: 4966.543945
	Iteration 9F: 3 clusters Score -3054909 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3056066.500000 Penalty: 4966.543945
	Iteration 10F: 3 clusters Score -3056066 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3056925.000000 Penalty: 4966.543945
	Iteration 11Q: 3 clusters Score -3056925 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3057407.750000 Penalty: 4966.543945
	Iteration 12Q: 3 clusters Score -3057408 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3057641.750000 Penalty: 4966.543945
	Iteration 13Q: 3 clusters Score -3057642 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3057776.250000 Penalty: 4966.543945
	Iteration 14Q: 3 clusters Score -3057776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3057852.500000 Penalty: 4966.543945
	Iteration 15Q: 3 clusters Score -3057852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3057917.500000 Penalty: 4966.543945
	Iteration 16Q: 3 clusters Score -3057918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3057979.750000 Penalty: 4966.543945
	Iteration 17Q: 3 clusters Score -3057980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3058006.750000 Penalty: 4966.543945
	Iteration 18Q: 3 clusters Score -3058007 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3058043.000000 Penalty: 4966.543945
	Iteration 19Q: 3 clusters Score -3058043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3058078.500000 Penalty: 4966.543945
	Iteration 20F: 3 clusters Score -3058078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3058102.250000 Penalty: 4966.543945
	Iteration 21Q: 3 clusters Score -3058102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3058122.250000 Penalty: 4966.543945
	Iteration 22Q: 3 clusters Score -3058122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3058139.250000 Penalty: 4966.543945
	Iteration 23Q: 3 clusters Score -3058139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3058153.500000 Penalty: 4966.543945
	Iteration 24Q: 3 clusters Score -3058154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3058170.500000 Penalty: 4966.543945
	Iteration 25Q: 3 clusters Score -3058170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3058186.250000 Penalty: 4966.543945
	Iteration 26Q: 3 clusters Score -3058186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3058203.750000 Penalty: 4966.543945
	Iteration 27Q: 3 clusters Score -3058204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3058216.750000 Penalty: 4966.543945
	Iteration 28Q: 3 clusters Score -3058217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3058241.750000 Penalty: 4966.543945
	Iteration 29Q: 3 clusters Score -3058242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3058245.750000 Penalty: 4966.543945
	Iteration 30Q: 3 clusters Score -3058246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3058263.750000 Penalty: 4966.543945
	Iteration 31Q: 3 clusters Score -3058264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3058269.500000 Penalty: 4966.543945
	Iteration 32Q: 3 clusters Score -3058270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3058278.500000 Penalty: 4966.543945
	Iteration 33Q: 3 clusters Score -3058278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3058283.250000 Penalty: 4966.543945
	Iteration 34Q: 3 clusters Score -3058283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3058291.000000 Penalty: 4966.543945
	Iteration 35Q: 3 clusters Score -3058291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3058294.750000 Penalty: 4966.543945
	Iteration 36Q: 3 clusters Score -3058295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3058308.500000 Penalty: 4966.543945
	Iteration 37Q: 3 clusters Score -3058308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3058317.500000 Penalty: 4966.543945
	Iteration 38Q: 3 clusters Score -3058318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -3058329.500000 Penalty: 4966.543945
	Iteration 39Q: 3 clusters Score -3058330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3058337.750000 Penalty: 4966.543945
	Iteration 40F: 3 clusters Score -3058338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3058346.000000 Penalty: 4966.543945
	Iteration 41Q: 3 clusters Score -3058346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3058347.500000 Penalty: 4966.543945
	Iteration 42Q: 3 clusters Score -3058348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3058351.750000 Penalty: 4966.543945
	Iteration 43Q: 3 clusters Score -3058352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3058359.500000 Penalty: 4966.543945
	Iteration 44Q: 3 clusters Score -3058360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3058360.750000 Penalty: 4966.543945
	Iteration 45Q: 3 clusters Score -3058361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3058364.500000 Penalty: 4966.543945
	Iteration 46Q: 3 clusters Score -3058364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3058365.000000 Penalty: 4966.543945
	Iteration 47Q: 3 clusters Score -3058365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -3058374.750000 Penalty: 4966.543945
	Iteration 48Q: 3 clusters Score -3058375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3058377.750000 Penalty: 4966.543945
	Iteration 49Q: 3 clusters Score -3058378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3058379.000000 Penalty: 4966.543945
	Iteration 50Q: 3 clusters Score -3058379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3058383.000000 Penalty: 4966.543945
	Iteration 51Q: 3 clusters Score -3058383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3058379.500000 Penalty: 4966.543945
	Iteration 52Q: 3 clusters Score -3058380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3058377.750000 Penalty: 4966.543945
	Iteration 53Q: 3 clusters Score -3058378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3058377.750000 Penalty: 4966.543945
	Iteration 54Q: 3 clusters Score -3058378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3058380.500000 Penalty: 4966.543945
	Iteration 55Q: 3 clusters Score -3058380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3058382.000000 Penalty: 4966.543945
	Iteration 56Q: 3 clusters Score -3058382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3058381.250000 Penalty: 4966.543945
	Iteration 57Q: 3 clusters Score -3058381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3058384.250000 Penalty: 4966.543945
	Iteration 58Q: 3 clusters Score -3058384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3058383.500000 Penalty: 4966.543945
	Iteration 59Q: 3 clusters Score -3058384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3058386.250000 Penalty: 4966.543945
	Iteration 60F: 3 clusters Score -3058386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (172518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Entering Unmasked Estep 
Score: -23349992.000000 Penalty: 2990.447754
	Iteration 0F: 2 clusters Score -2.334999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -23236058.000000 Penalty: 5980.895508
	Iteration 0F: 3 clusters Score -2.323606e+07 nChanged 82878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -23284802.000000 Penalty: 5980.895508
	Iteration 1F: 3 clusters Score -2.32848e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -23286206.000000 Penalty: 5980.895508
	Iteration 2Q: 3 clusters Score -2.328621e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -23288232.000000 Penalty: 5980.895508
	Iteration 3Q: 3 clusters Score -2.328823e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 94291 members 
Entering Unmasked Estep 
Score: -23291490.000000 Penalty: 5980.895508
	Iteration 4Q: 3 clusters Score -2.329149e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -23296452.000000 Penalty: 5980.895508
	Iteration 5F: 3 clusters Score -2.329645e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -23303770.000000 Penalty: 5980.895508
	Iteration 6F: 3 clusters Score -2.330377e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -23312798.000000 Penalty: 5980.895508
	Iteration 7F: 3 clusters Score -2.33128e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -23321888.000000 Penalty: 5980.895508
	Iteration 8F: 3 clusters Score -2.332189e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -23328720.000000 Penalty: 5980.895508
	Iteration 9F: 3 clusters Score -2.332872e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -23332266.000000 Penalty: 5980.895508
	Iteration 10Q: 3 clusters Score -2.333227e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -23334072.000000 Penalty: 5980.895508
	Iteration 11Q: 3 clusters Score -2.333407e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -23335432.000000 Penalty: 5980.895508
	Iteration 12Q: 3 clusters Score -2.333543e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -23336598.000000 Penalty: 5980.895508
	Iteration 13Q: 3 clusters Score -2.33366e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -23337864.000000 Penalty: 5980.895508
	Iteration 14Q: 3 clusters Score -2.333786e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 142089 members 
Entering Unmasked Estep 
Score: -23339114.000000 Penalty: 5980.895508
	Iteration 15Q: 3 clusters Score -2.333911e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 144665 members 
Entering Unmasked Estep 
Score: -23340142.000000 Penalty: 5980.895508
	Iteration 16Q: 3 clusters Score -2.334014e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 147138 members 
Entering Unmasked Estep 
Score: -23341158.000000 Penalty: 5980.895508
	Iteration 17Q: 3 clusters Score -2.334116e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 149463 members 
Entering Unmasked Estep 
Score: -23342096.000000 Penalty: 5980.895508
	Iteration 18Q: 3 clusters Score -2.33421e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -23343066.000000 Penalty: 5980.895508
	Iteration 19Q: 3 clusters Score -2.334307e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -23343840.000000 Penalty: 5980.895508
	Iteration 20F: 3 clusters Score -2.334384e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -23344416.000000 Penalty: 5980.895508
	Iteration 21Q: 3 clusters Score -2.334442e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 157249 members 
Entering Unmasked Estep 
Score: -23345168.000000 Penalty: 5980.895508
	Iteration 22Q: 3 clusters Score -2.334517e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -23345664.000000 Penalty: 5980.895508
	Iteration 23Q: 3 clusters Score -2.334566e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 160473 members 
Entering Unmasked Estep 
Score: -23346240.000000 Penalty: 5980.895508
	Iteration 24Q: 3 clusters Score -2.334624e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -23346646.000000 Penalty: 5980.895508
	Iteration 25Q: 3 clusters Score -2.334665e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 163196 members 
Entering Unmasked Estep 
Score: -23347026.000000 Penalty: 5980.895508
	Iteration 26Q: 3 clusters Score -2.334703e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 164375 members 
Entering Unmasked Estep 
Score: -23347348.000000 Penalty: 5980.895508
	Iteration 27Q: 3 clusters Score -2.334735e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 165431 members 
Entering Unmasked Estep 
Score: -23347592.000000 Penalty: 5980.895508
	Iteration 28Q: 3 clusters Score -2.334759e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -23347772.000000 Penalty: 5980.895508
	Iteration 29Q: 3 clusters Score -2.334777e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 167102 members 
Entering Unmasked Estep 
Score: -23347972.000000 Penalty: 5980.895508
	Iteration 30Q: 3 clusters Score -2.334797e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -23348100.000000 Penalty: 5980.895508
	Iteration 31Q: 3 clusters Score -2.33481e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -23348256.000000 Penalty: 5980.895508
	Iteration 32Q: 3 clusters Score -2.334826e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 168861 members 
Entering Unmasked Estep 
Score: -23348300.000000 Penalty: 5980.895508
	Iteration 33Q: 3 clusters Score -2.33483e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -23348306.000000 Penalty: 5980.895508
	Iteration 34Q: 3 clusters Score -2.334831e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -23348340.000000 Penalty: 5980.895508
	Iteration 35Q: 3 clusters Score -2.334834e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -23348410.000000 Penalty: 5980.895508
	Iteration 36Q: 3 clusters Score -2.334841e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 169977 members 
Entering Unmasked Estep 
Score: -23348450.000000 Penalty: 5980.895508
	Iteration 37Q: 3 clusters Score -2.334845e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -23348436.000000 Penalty: 5980.895508
	Iteration 38Q: 3 clusters Score -2.334844e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 170320 members 
Entering Unmasked Estep 
Score: -23348410.000000 Penalty: 5980.895508
	Iteration 39Q: 3 clusters Score -2.334841e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -23348362.000000 Penalty: 5980.895508
	Iteration 40F: 3 clusters Score -2.334836e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 170567 members 
Entering Unmasked Estep 
Score: -23348346.000000 Penalty: 5980.895508
	Iteration 41Q: 3 clusters Score -2.334835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -23348338.000000 Penalty: 5980.895508
	Iteration 42Q: 3 clusters Score -2.334834e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -23348342.000000 Penalty: 5980.895508
	Iteration 43Q: 3 clusters Score -2.334834e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -23348358.000000 Penalty: 5980.895508
	Iteration 44Q: 3 clusters Score -2.334836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -23348366.000000 Penalty: 5980.895508
	Iteration 45Q: 3 clusters Score -2.334837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 170803 members 
Entering Unmasked Estep 
Score: -23348340.000000 Penalty: 5980.895508
	Iteration 46Q: 3 clusters Score -2.334834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -23348328.000000 Penalty: 5980.895508
	Iteration 47Q: 3 clusters Score -2.334833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -23348316.000000 Penalty: 5980.895508
	Iteration 48Q: 3 clusters Score -2.334832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 170864 members 
Entering Unmasked Estep 
Score: -23348326.000000 Penalty: 5980.895508
	Iteration 49Q: 3 clusters Score -2.334833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -23348332.000000 Penalty: 5980.895508
	Iteration 50Q: 3 clusters Score -2.334833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -23348342.000000 Penalty: 5980.895508
	Iteration 51Q: 3 clusters Score -2.334834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -23348336.000000 Penalty: 5980.895508
	Iteration 52Q: 3 clusters Score -2.334834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 170928 members 
Entering Unmasked Estep 
Score: -23348348.000000 Penalty: 5980.895508
	Iteration 53Q: 3 clusters Score -2.334835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 170937 members 
Entering Unmasked Estep 
Score: -23348344.000000 Penalty: 5980.895508
	Iteration 54Q: 3 clusters Score -2.334834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -23348362.000000 Penalty: 5980.895508
	Iteration 55Q: 3 clusters Score -2.334836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 170951 members 
Entering Unmasked Estep 
Score: -23348362.000000 Penalty: 5980.895508
	Iteration 56Q: 3 clusters Score -2.334836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -23348330.000000 Penalty: 5980.895508
	Iteration 57Q: 3 clusters Score -2.334833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 170962 members 
Entering Unmasked Estep 
Score: -23348340.000000 Penalty: 5980.895508
	Iteration 58Q: 3 clusters Score -2.334834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -23348330.000000 Penalty: 5980.895508
	Iteration 59Q: 3 clusters Score -2.334833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 170967 members 
Entering Unmasked Estep 
Score: -23348330.000000 Penalty: 5980.895508
	Iteration 60F: 3 clusters Score -2.334833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 170970 members 
Entering Unmasked Estep 
Score: -23348340.000000 Penalty: 5980.895508
	Iteration 61Q: 3 clusters Score -2.334834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 170970 members 
Entering Unmasked Estep 
Score: -23348340.000000 Penalty: 5980.895508
	Iteration 62F: 3 clusters Score -2.334834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Entering Unmasked Estep 
Score: -2002941.875000 Penalty: 2381.558350
	Iteration 0F: 2 clusters Score -2002942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1992140.625000 Penalty: 4763.116699
	Iteration 0F: 3 clusters Score -1992141 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1995536.375000 Penalty: 4763.116699
	Iteration 1F: 3 clusters Score -1995536 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1995883.500000 Penalty: 4763.116699
	Iteration 2F: 3 clusters Score -1995884 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1996123.875000 Penalty: 4763.116699
	Iteration 3Q: 3 clusters Score -1996124 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1996327.125000 Penalty: 4763.116699
	Iteration 4Q: 3 clusters Score -1996327 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1996498.375000 Penalty: 4763.116699
	Iteration 5Q: 3 clusters Score -1996498 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1996635.250000 Penalty: 4763.116699
	Iteration 6Q: 3 clusters Score -1996635 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1996790.375000 Penalty: 4763.116699
	Iteration 7Q: 3 clusters Score -1996790 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1996969.750000 Penalty: 4763.116699
	Iteration 8Q: 3 clusters Score -1996970 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1997170.625000 Penalty: 4763.116699
	Iteration 9Q: 3 clusters Score -1997171 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1997412.250000 Penalty: 4763.116699
	Iteration 10Q: 3 clusters Score -1997412 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1997694.000000 Penalty: 4763.116699
	Iteration 11Q: 3 clusters Score -1997694 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1998051.125000 Penalty: 4763.116699
	Iteration 12Q: 3 clusters Score -1998051 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1998496.625000 Penalty: 4763.116699
	Iteration 13Q: 3 clusters Score -1998497 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1998983.000000 Penalty: 4763.116699
	Iteration 14Q: 3 clusters Score -1998983 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1999474.125000 Penalty: 4763.116699
	Iteration 15Q: 3 clusters Score -1999474 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1999927.000000 Penalty: 4763.116699
	Iteration 16Q: 3 clusters Score -1999927 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2000240.250000 Penalty: 4763.116699
	Iteration 17Q: 3 clusters Score -2000240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2000457.750000 Penalty: 4763.116699
	Iteration 18Q: 3 clusters Score -2000458 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2000618.250000 Penalty: 4763.116699
	Iteration 19Q: 3 clusters Score -2000618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2000716.125000 Penalty: 4763.116699
	Iteration 20F: 3 clusters Score -2000716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2000785.750000 Penalty: 4763.116699
	Iteration 21Q: 3 clusters Score -2000786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2000830.625000 Penalty: 4763.116699
	Iteration 22Q: 3 clusters Score -2000831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2000850.000000 Penalty: 4763.116699
	Iteration 23Q: 3 clusters Score -2000850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2000863.625000 Penalty: 4763.116699
	Iteration 24Q: 3 clusters Score -2000864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2000871.000000 Penalty: 4763.116699
	Iteration 25Q: 3 clusters Score -2000871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2000877.500000 Penalty: 4763.116699
	Iteration 26Q: 3 clusters Score -2000878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2000878.875000 Penalty: 4763.116699
	Iteration 27Q: 3 clusters Score -2000879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2000881.375000 Penalty: 4763.116699
	Iteration 28Q: 3 clusters Score -2000881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2000886.250000 Penalty: 4763.116699
	Iteration 29Q: 3 clusters Score -2000886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2000884.750000 Penalty: 4763.116699
	Iteration 30Q: 3 clusters Score -2000885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2000884.750000 Penalty: 4763.116699
	Iteration 31F: 3 clusters Score -2000885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 171 members 
Entering Unmasked Estep 
Score: -37629.171875 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37629.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37770.375000 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37770.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37832.324219 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -37832.32 nChanged 11
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: -37888.902344 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -37888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37919.386719 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -37919.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37946.773438 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -37946.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37978.859375 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -37978.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38027.824219 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -38027.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38060.878906 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -38060.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38083.187500 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -38083.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38094.847656 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -38094.85 nChanged 1
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: -38098.042969 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -38098.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38102.890625 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -38102.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38105.593750 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -38105.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38108.222656 Penalty: 2899.833740
	Iteration 14Q: 3 clusters Score -38108.22 nChanged 1
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: -38111.296875 Penalty: 2899.833740
	Iteration 15Q: 3 clusters Score -38111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38119.867188 Penalty: 2899.833740
	Iteration 16Q: 3 clusters Score -38119.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38124.015625 Penalty: 2899.833740
	Iteration 17Q: 3 clusters Score -38124.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38124.015625 Penalty: 2899.833740
	Iteration 18F: 3 clusters Score -38124.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -223322.687500 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -223322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220878.171875 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -220878.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221498.765625 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -221498.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -221963.578125 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -221963.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -222339.750000 Penalty: 3715.302734
	Iteration 3F: 3 clusters Score -222339.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -222731.937500 Penalty: 3715.302734
	Iteration 4F: 3 clusters Score -222731.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -223085.531250 Penalty: 3715.302734
	Iteration 5F: 3 clusters Score -223085.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -223440.312500 Penalty: 3715.302734
	Iteration 6F: 3 clusters Score -223440.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -223656.265625 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -223656.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -223783.218750 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -223783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -223841.484375 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -223841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -223857.171875 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -223857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -223860.203125 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -223860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -223861.109375 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -223861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -223861.109375 Penalty: 3715.302734
	Iteration 13F: 3 clusters Score -223861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 143049 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31512 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172518 members 
Mstep: Class 15 contains 14810 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156957 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 71454 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450408.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126451320.000000 to -126450408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19254.744141 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19254.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19371.464844 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19371.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19425.056641 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19425.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19495.185547 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19495.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19532.064453 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19532.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19532.064453 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -19532.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Entering Unmasked Estep 
Score: -21275952.000000 Penalty: 2967.004395
	Iteration 0F: 2 clusters Score -2.127595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -21173442.000000 Penalty: 5934.008789
	Iteration 0F: 3 clusters Score -2.117344e+07 nChanged 74984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -21217556.000000 Penalty: 5934.008789
	Iteration 1F: 3 clusters Score -2.121756e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -21218718.000000 Penalty: 5934.008789
	Iteration 2Q: 3 clusters Score -2.121872e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -21220542.000000 Penalty: 5934.008789
	Iteration 3Q: 3 clusters Score -2.122054e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -21223226.000000 Penalty: 5934.008789
	Iteration 4Q: 3 clusters Score -2.122323e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -21227682.000000 Penalty: 5934.008789
	Iteration 5Q: 3 clusters Score -2.122768e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -21234030.000000 Penalty: 5934.008789
	Iteration 6F: 3 clusters Score -2.123403e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -21241978.000000 Penalty: 5934.008789
	Iteration 7F: 3 clusters Score -2.124198e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128549 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -21250410.000000 Penalty: 5934.008789
	Iteration 8F: 3 clusters Score -2.125041e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -21257846.000000 Penalty: 5934.008789
	Iteration 9F: 3 clusters Score -2.125785e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -21263352.000000 Penalty: 5934.008789
	Iteration 10Q: 3 clusters Score -2.126335e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148673 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -21266850.000000 Penalty: 5934.008789
	Iteration 11Q: 3 clusters Score -2.126685e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151642 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21269284.000000 Penalty: 5934.008789
	Iteration 12Q: 3 clusters Score -2.126928e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21270780.000000 Penalty: 5934.008789
	Iteration 13Q: 3 clusters Score -2.127078e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -21271790.000000 Penalty: 5934.008789
	Iteration 14Q: 3 clusters Score -2.127179e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21272368.000000 Penalty: 5934.008789
	Iteration 15Q: 3 clusters Score -2.127237e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21272666.000000 Penalty: 5934.008789
	Iteration 16Q: 3 clusters Score -2.127267e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155931 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21272896.000000 Penalty: 5934.008789
	Iteration 17Q: 3 clusters Score -2.12729e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21273052.000000 Penalty: 5934.008789
	Iteration 18Q: 3 clusters Score -2.127305e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21273126.000000 Penalty: 5934.008789
	Iteration 19Q: 3 clusters Score -2.127313e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -21273204.000000 Penalty: 5934.008789
	Iteration 20F: 3 clusters Score -2.12732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21273224.000000 Penalty: 5934.008789
	Iteration 21Q: 3 clusters Score -2.127322e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156245 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21273236.000000 Penalty: 5934.008789
	Iteration 22Q: 3 clusters Score -2.127324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21273272.000000 Penalty: 5934.008789
	Iteration 23Q: 3 clusters Score -2.127327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21273268.000000 Penalty: 5934.008789
	Iteration 24Q: 3 clusters Score -2.127327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21273274.000000 Penalty: 5934.008789
	Iteration 25Q: 3 clusters Score -2.127327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21273280.000000 Penalty: 5934.008789
	Iteration 26Q: 3 clusters Score -2.127328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -21273314.000000 Penalty: 5934.008789
	Iteration 27Q: 3 clusters Score -2.127331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21273300.000000 Penalty: 5934.008789
	Iteration 28Q: 3 clusters Score -2.12733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156319 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21273296.000000 Penalty: 5934.008789
	Iteration 29Q: 3 clusters Score -2.12733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21273282.000000 Penalty: 5934.008789
	Iteration 30Q: 3 clusters Score -2.127328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156327 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21273300.000000 Penalty: 5934.008789
	Iteration 31Q: 3 clusters Score -2.12733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -21273312.000000 Penalty: 5934.008789
	Iteration 32Q: 3 clusters Score -2.127331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21273312.000000 Penalty: 5934.008789
	Iteration 33Q: 3 clusters Score -2.127331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21273314.000000 Penalty: 5934.008789
	Iteration 34Q: 3 clusters Score -2.127331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21273320.000000 Penalty: 5934.008789
	Iteration 35Q: 3 clusters Score -2.127332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21273316.000000 Penalty: 5934.008789
	Iteration 36Q: 3 clusters Score -2.127332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21273318.000000 Penalty: 5934.008789
	Iteration 37Q: 3 clusters Score -2.127332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21273310.000000 Penalty: 5934.008789
	Iteration 38Q: 3 clusters Score -2.127331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21273318.000000 Penalty: 5934.008789
	Iteration 39Q: 3 clusters Score -2.127332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21273316.000000 Penalty: 5934.008789
	Iteration 40F: 3 clusters Score -2.127332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21273318.000000 Penalty: 5934.008789
	Iteration 41Q: 3 clusters Score -2.127332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21273318.000000 Penalty: 5934.008789
	Iteration 42F: 3 clusters Score -2.127332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Entering Unmasked Estep 
Score: -1546166.500000 Penalty: 2347.373291
	Iteration 0F: 2 clusters Score -1546166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1536645.375000 Penalty: 4694.746582
	Iteration 0F: 3 clusters Score -1536645 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1539660.750000 Penalty: 4694.746582
	Iteration 1F: 3 clusters Score -1539661 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1540141.875000 Penalty: 4694.746582
	Iteration 2F: 3 clusters Score -1540142 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1540562.500000 Penalty: 4694.746582
	Iteration 3F: 3 clusters Score -1540562 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1540963.750000 Penalty: 4694.746582
	Iteration 4F: 3 clusters Score -1540964 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1541357.125000 Penalty: 4694.746582
	Iteration 5Q: 3 clusters Score -1541357 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1541809.500000 Penalty: 4694.746582
	Iteration 6F: 3 clusters Score -1541810 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1542276.500000 Penalty: 4694.746582
	Iteration 7F: 3 clusters Score -1542276 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1542644.625000 Penalty: 4694.746582
	Iteration 8Q: 3 clusters Score -1542645 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1542968.875000 Penalty: 4694.746582
	Iteration 9Q: 3 clusters Score -1542969 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1543269.125000 Penalty: 4694.746582
	Iteration 10Q: 3 clusters Score -1543269 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1543521.125000 Penalty: 4694.746582
	Iteration 11Q: 3 clusters Score -1543521 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1543753.250000 Penalty: 4694.746582
	Iteration 12Q: 3 clusters Score -1543753 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1543916.875000 Penalty: 4694.746582
	Iteration 13Q: 3 clusters Score -1543917 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1544057.875000 Penalty: 4694.746582
	Iteration 14Q: 3 clusters Score -1544058 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1544153.000000 Penalty: 4694.746582
	Iteration 15Q: 3 clusters Score -1544153 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1544213.250000 Penalty: 4694.746582
	Iteration 16Q: 3 clusters Score -1544213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1544277.500000 Penalty: 4694.746582
	Iteration 17Q: 3 clusters Score -1544278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1544334.000000 Penalty: 4694.746582
	Iteration 18Q: 3 clusters Score -1544334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1544372.750000 Penalty: 4694.746582
	Iteration 19Q: 3 clusters Score -1544373 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1544401.500000 Penalty: 4694.746582
	Iteration 20F: 3 clusters Score -1544402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1544432.000000 Penalty: 4694.746582
	Iteration 21Q: 3 clusters Score -1544432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1544454.000000 Penalty: 4694.746582
	Iteration 22Q: 3 clusters Score -1544454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1544483.750000 Penalty: 4694.746582
	Iteration 23Q: 3 clusters Score -1544484 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1544497.375000 Penalty: 4694.746582
	Iteration 24Q: 3 clusters Score -1544497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1544523.125000 Penalty: 4694.746582
	Iteration 25Q: 3 clusters Score -1544523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1544542.375000 Penalty: 4694.746582
	Iteration 26Q: 3 clusters Score -1544542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1544569.625000 Penalty: 4694.746582
	Iteration 27Q: 3 clusters Score -1544570 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1544593.375000 Penalty: 4694.746582
	Iteration 28Q: 3 clusters Score -1544593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1544617.500000 Penalty: 4694.746582
	Iteration 29Q: 3 clusters Score -1544618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1544632.000000 Penalty: 4694.746582
	Iteration 30Q: 3 clusters Score -1544632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1544647.750000 Penalty: 4694.746582
	Iteration 31Q: 3 clusters Score -1544648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1544654.000000 Penalty: 4694.746582
	Iteration 32Q: 3 clusters Score -1544654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1544662.500000 Penalty: 4694.746582
	Iteration 33Q: 3 clusters Score -1544662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1544678.000000 Penalty: 4694.746582
	Iteration 34Q: 3 clusters Score -1544678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1544693.500000 Penalty: 4694.746582
	Iteration 35Q: 3 clusters Score -1544694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1544709.875000 Penalty: 4694.746582
	Iteration 36Q: 3 clusters Score -1544710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1544719.875000 Penalty: 4694.746582
	Iteration 37Q: 3 clusters Score -1544720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1544732.875000 Penalty: 4694.746582
	Iteration 38Q: 3 clusters Score -1544733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1544738.750000 Penalty: 4694.746582
	Iteration 39Q: 3 clusters Score -1544739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1544741.000000 Penalty: 4694.746582
	Iteration 40F: 3 clusters Score -1544741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1544753.375000 Penalty: 4694.746582
	Iteration 41Q: 3 clusters Score -1544753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1544753.375000 Penalty: 4694.746582
	Iteration 42Q: 3 clusters Score -1544753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1544757.375000 Penalty: 4694.746582
	Iteration 43Q: 3 clusters Score -1544757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1544763.625000 Penalty: 4694.746582
	Iteration 44Q: 3 clusters Score -1544764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1544766.125000 Penalty: 4694.746582
	Iteration 45Q: 3 clusters Score -1544766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1544775.500000 Penalty: 4694.746582
	Iteration 46Q: 3 clusters Score -1544776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1544783.500000 Penalty: 4694.746582
	Iteration 47Q: 3 clusters Score -1544784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1544788.375000 Penalty: 4694.746582
	Iteration 48Q: 3 clusters Score -1544788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1544797.250000 Penalty: 4694.746582
	Iteration 49Q: 3 clusters Score -1544797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1544797.625000 Penalty: 4694.746582
	Iteration 50Q: 3 clusters Score -1544798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1544803.250000 Penalty: 4694.746582
	Iteration 51Q: 3 clusters Score -1544803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1544812.375000 Penalty: 4694.746582
	Iteration 52Q: 3 clusters Score -1544812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1544820.750000 Penalty: 4694.746582
	Iteration 53Q: 3 clusters Score -1544821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1544822.750000 Penalty: 4694.746582
	Iteration 54Q: 3 clusters Score -1544823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1544832.375000 Penalty: 4694.746582
	Iteration 55Q: 3 clusters Score -1544832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1544833.000000 Penalty: 4694.746582
	Iteration 56Q: 3 clusters Score -1544833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1544835.750000 Penalty: 4694.746582
	Iteration 57Q: 3 clusters Score -1544836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1544843.000000 Penalty: 4694.746582
	Iteration 58Q: 3 clusters Score -1544843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1544849.375000 Penalty: 4694.746582
	Iteration 59Q: 3 clusters Score -1544849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1544856.000000 Penalty: 4694.746582
	Iteration 60F: 3 clusters Score -1544856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1544859.750000 Penalty: 4694.746582
	Iteration 61Q: 3 clusters Score -1544860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1544860.250000 Penalty: 4694.746582
	Iteration 62Q: 3 clusters Score -1544860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1544866.500000 Penalty: 4694.746582
	Iteration 63Q: 3 clusters Score -1544866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1544872.625000 Penalty: 4694.746582
	Iteration 64Q: 3 clusters Score -1544873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1544879.125000 Penalty: 4694.746582
	Iteration 65Q: 3 clusters Score -1544879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1544883.750000 Penalty: 4694.746582
	Iteration 66Q: 3 clusters Score -1544884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1544888.000000 Penalty: 4694.746582
	Iteration 67Q: 3 clusters Score -1544888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1544887.625000 Penalty: 4694.746582
	Iteration 68Q: 3 clusters Score -1544888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1544891.500000 Penalty: 4694.746582
	Iteration 69Q: 3 clusters Score -1544892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1544891.250000 Penalty: 4694.746582
	Iteration 70Q: 3 clusters Score -1544891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1544891.000000 Penalty: 4694.746582
	Iteration 71Q: 3 clusters Score -1544891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1544892.500000 Penalty: 4694.746582
	Iteration 72Q: 3 clusters Score -1544892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1544894.250000 Penalty: 4694.746582
	Iteration 73Q: 3 clusters Score -1544894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1544894.500000 Penalty: 4694.746582
	Iteration 74Q: 3 clusters Score -1544894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1544897.125000 Penalty: 4694.746582
	Iteration 75Q: 3 clusters Score -1544897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1544897.750000 Penalty: 4694.746582
	Iteration 76Q: 3 clusters Score -1544898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1544902.750000 Penalty: 4694.746582
	Iteration 77Q: 3 clusters Score -1544903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1544901.750000 Penalty: 4694.746582
	Iteration 78Q: 3 clusters Score -1544902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1544902.500000 Penalty: 4694.746582
	Iteration 79Q: 3 clusters Score -1544902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1544903.500000 Penalty: 4694.746582
	Iteration 80F: 3 clusters Score -1544904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1544903.500000 Penalty: 4694.746582
	Iteration 81Q: 3 clusters Score -1544904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1544903.000000 Penalty: 4694.746582
	Iteration 82Q: 3 clusters Score -1544903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1544906.000000 Penalty: 4694.746582
	Iteration 83Q: 3 clusters Score -1544906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1544906.000000 Penalty: 4694.746582
	Iteration 84F: 3 clusters Score -1544906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -12036.262695 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -12036.26 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 56 members 
Entering Unmasked Estep 
Score: -11149.499023 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -11149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11209.012695 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -11209.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11220.965820 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -11220.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11220.965820 Penalty: 2447.499023
	Iteration 3F: 3 clusters Score -11220.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 309 members 
Entering Unmasked Estep 
Score: -68941.695312 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68941.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69208.132812 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69208.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69317.671875 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69317.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69380.875000 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -69380.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69432.585938 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69432.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69482.304688 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69482.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69561.804688 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69624.328125 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69624.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69690.851562 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69690.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69747.187500 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69747.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69797.906250 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69797.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69865.132812 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69865.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69940.250000 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69940.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69974.421875 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -69974.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69988.781250 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -69988.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69995.429688 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -69995.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69999.000000 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -69999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69999.000000 Penalty: 3173.703125
	Iteration 17F: 3 clusters Score -69999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Entering Unmasked Estep 
Score: -3475357.000000 Penalty: 2514.696045
	Iteration 0F: 2 clusters Score -3475357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3457767.250000 Penalty: 5029.392090
	Iteration 0F: 3 clusters Score -3457767 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3463841.250000 Penalty: 5029.392090
	Iteration 1F: 3 clusters Score -3463841 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3464176.500000 Penalty: 5029.392090
	Iteration 2Q: 3 clusters Score -3464176 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3464444.750000 Penalty: 5029.392090
	Iteration 3Q: 3 clusters Score -3464445 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3464645.750000 Penalty: 5029.392090
	Iteration 4Q: 3 clusters Score -3464646 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3464852.250000 Penalty: 5029.392090
	Iteration 5Q: 3 clusters Score -3464852 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3465031.250000 Penalty: 5029.392090
	Iteration 6Q: 3 clusters Score -3465031 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3465184.250000 Penalty: 5029.392090
	Iteration 7Q: 3 clusters Score -3465184 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3465378.500000 Penalty: 5029.392090
	Iteration 8Q: 3 clusters Score -3465378 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3465617.500000 Penalty: 5029.392090
	Iteration 9Q: 3 clusters Score -3465618 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3465892.500000 Penalty: 5029.392090
	Iteration 10Q: 3 clusters Score -3465892 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3466190.500000 Penalty: 5029.392090
	Iteration 11Q: 3 clusters Score -3466190 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3466569.250000 Penalty: 5029.392090
	Iteration 12Q: 3 clusters Score -3466569 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3466973.500000 Penalty: 5029.392090
	Iteration 13Q: 3 clusters Score -3466974 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3467519.250000 Penalty: 5029.392090
	Iteration 14Q: 3 clusters Score -3467519 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3468260.000000 Penalty: 5029.392090
	Iteration 15Q: 3 clusters Score -3468260 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3469095.250000 Penalty: 5029.392090
	Iteration 16Q: 3 clusters Score -3469095 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3469921.500000 Penalty: 5029.392090
	Iteration 17Q: 3 clusters Score -3469922 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3470551.250000 Penalty: 5029.392090
	Iteration 18Q: 3 clusters Score -3470551 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3470888.750000 Penalty: 5029.392090
	Iteration 19Q: 3 clusters Score -3470889 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3471063.000000 Penalty: 5029.392090
	Iteration 20F: 3 clusters Score -3471063 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3471147.000000 Penalty: 5029.392090
	Iteration 21Q: 3 clusters Score -3471147 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3471212.250000 Penalty: 5029.392090
	Iteration 22Q: 3 clusters Score -3471212 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3471276.750000 Penalty: 5029.392090
	Iteration 23Q: 3 clusters Score -3471277 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3471347.500000 Penalty: 5029.392090
	Iteration 24Q: 3 clusters Score -3471348 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3471410.750000 Penalty: 5029.392090
	Iteration 25Q: 3 clusters Score -3471411 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3471453.500000 Penalty: 5029.392090
	Iteration 26Q: 3 clusters Score -3471454 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3471528.000000 Penalty: 5029.392090
	Iteration 27Q: 3 clusters Score -3471528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3471592.500000 Penalty: 5029.392090
	Iteration 28Q: 3 clusters Score -3471592 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3471645.250000 Penalty: 5029.392090
	Iteration 29Q: 3 clusters Score -3471645 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3471703.000000 Penalty: 5029.392090
	Iteration 30Q: 3 clusters Score -3471703 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3471764.000000 Penalty: 5029.392090
	Iteration 31Q: 3 clusters Score -3471764 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3471809.250000 Penalty: 5029.392090
	Iteration 32Q: 3 clusters Score -3471809 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3471866.000000 Penalty: 5029.392090
	Iteration 33Q: 3 clusters Score -3471866 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3471914.250000 Penalty: 5029.392090
	Iteration 34Q: 3 clusters Score -3471914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3471972.500000 Penalty: 5029.392090
	Iteration 35Q: 3 clusters Score -3471972 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3472011.500000 Penalty: 5029.392090
	Iteration 36Q: 3 clusters Score -3472012 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3472082.500000 Penalty: 5029.392090
	Iteration 37Q: 3 clusters Score -3472082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3472129.250000 Penalty: 5029.392090
	Iteration 38Q: 3 clusters Score -3472129 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3472180.000000 Penalty: 5029.392090
	Iteration 39Q: 3 clusters Score -3472180 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3472233.250000 Penalty: 5029.392090
	Iteration 40F: 3 clusters Score -3472233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3472274.750000 Penalty: 5029.392090
	Iteration 41Q: 3 clusters Score -3472275 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3472325.750000 Penalty: 5029.392090
	Iteration 42Q: 3 clusters Score -3472326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3472376.000000 Penalty: 5029.392090
	Iteration 43Q: 3 clusters Score -3472376 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3472428.250000 Penalty: 5029.392090
	Iteration 44Q: 3 clusters Score -3472428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3472466.250000 Penalty: 5029.392090
	Iteration 45Q: 3 clusters Score -3472466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3472487.750000 Penalty: 5029.392090
	Iteration 46Q: 3 clusters Score -3472488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3472523.000000 Penalty: 5029.392090
	Iteration 47Q: 3 clusters Score -3472523 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3472561.250000 Penalty: 5029.392090
	Iteration 48Q: 3 clusters Score -3472561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3472593.750000 Penalty: 5029.392090
	Iteration 49Q: 3 clusters Score -3472594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3472642.250000 Penalty: 5029.392090
	Iteration 50Q: 3 clusters Score -3472642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3472687.500000 Penalty: 5029.392090
	Iteration 51Q: 3 clusters Score -3472688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3472726.500000 Penalty: 5029.392090
	Iteration 52Q: 3 clusters Score -3472726 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3472780.000000 Penalty: 5029.392090
	Iteration 53Q: 3 clusters Score -3472780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3472827.250000 Penalty: 5029.392090
	Iteration 54Q: 3 clusters Score -3472827 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3472865.500000 Penalty: 5029.392090
	Iteration 55Q: 3 clusters Score -3472866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3472906.500000 Penalty: 5029.392090
	Iteration 56Q: 3 clusters Score -3472906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3472925.500000 Penalty: 5029.392090
	Iteration 57Q: 3 clusters Score -3472926 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3472963.500000 Penalty: 5029.392090
	Iteration 58Q: 3 clusters Score -3472964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3472993.250000 Penalty: 5029.392090
	Iteration 59Q: 3 clusters Score -3472993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3473038.000000 Penalty: 5029.392090
	Iteration 60F: 3 clusters Score -3473038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3473069.250000 Penalty: 5029.392090
	Iteration 61Q: 3 clusters Score -3473069 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3473097.750000 Penalty: 5029.392090
	Iteration 62Q: 3 clusters Score -3473098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3473123.250000 Penalty: 5029.392090
	Iteration 63Q: 3 clusters Score -3473123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3473142.500000 Penalty: 5029.392090
	Iteration 64Q: 3 clusters Score -3473142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3473173.750000 Penalty: 5029.392090
	Iteration 65Q: 3 clusters Score -3473174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3473187.000000 Penalty: 5029.392090
	Iteration 66Q: 3 clusters Score -3473187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3473197.500000 Penalty: 5029.392090
	Iteration 67Q: 3 clusters Score -3473198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3473214.500000 Penalty: 5029.392090
	Iteration 68Q: 3 clusters Score -3473214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3473244.000000 Penalty: 5029.392090
	Iteration 69Q: 3 clusters Score -3473244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3473252.500000 Penalty: 5029.392090
	Iteration 70Q: 3 clusters Score -3473252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3473262.750000 Penalty: 5029.392090
	Iteration 71Q: 3 clusters Score -3473263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3473278.000000 Penalty: 5029.392090
	Iteration 72Q: 3 clusters Score -3473278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3473280.000000 Penalty: 5029.392090
	Iteration 73Q: 3 clusters Score -3473280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3473286.250000 Penalty: 5029.392090
	Iteration 74Q: 3 clusters Score -3473286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3473299.000000 Penalty: 5029.392090
	Iteration 75Q: 3 clusters Score -3473299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3473303.500000 Penalty: 5029.392090
	Iteration 76Q: 3 clusters Score -3473304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3473315.000000 Penalty: 5029.392090
	Iteration 77Q: 3 clusters Score -3473315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3473323.000000 Penalty: 5029.392090
	Iteration 78Q: 3 clusters Score -3473323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3473330.250000 Penalty: 5029.392090
	Iteration 79Q: 3 clusters Score -3473330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3473339.000000 Penalty: 5029.392090
	Iteration 80F: 3 clusters Score -3473339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3473342.750000 Penalty: 5029.392090
	Iteration 81Q: 3 clusters Score -3473343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3473347.250000 Penalty: 5029.392090
	Iteration 82Q: 3 clusters Score -3473347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3473345.250000 Penalty: 5029.392090
	Iteration 83Q: 3 clusters Score -3473345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3473348.500000 Penalty: 5029.392090
	Iteration 84Q: 3 clusters Score -3473348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3473349.000000 Penalty: 5029.392090
	Iteration 85Q: 3 clusters Score -3473349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3473351.750000 Penalty: 5029.392090
	Iteration 86Q: 3 clusters Score -3473352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3473355.250000 Penalty: 5029.392090
	Iteration 87Q: 3 clusters Score -3473355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3473365.250000 Penalty: 5029.392090
	Iteration 88Q: 3 clusters Score -3473365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3473369.500000 Penalty: 5029.392090
	Iteration 89Q: 3 clusters Score -3473370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3473372.500000 Penalty: 5029.392090
	Iteration 90Q: 3 clusters Score -3473372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3473378.500000 Penalty: 5029.392090
	Iteration 91Q: 3 clusters Score -3473378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3473381.750000 Penalty: 5029.392090
	Iteration 92Q: 3 clusters Score -3473382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3473385.500000 Penalty: 5029.392090
	Iteration 93Q: 3 clusters Score -3473386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3473387.000000 Penalty: 5029.392090
	Iteration 94Q: 3 clusters Score -3473387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3473386.500000 Penalty: 5029.392090
	Iteration 95Q: 3 clusters Score -3473386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3473388.750000 Penalty: 5029.392090
	Iteration 96Q: 3 clusters Score -3473389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3473388.750000 Penalty: 5029.392090
	Iteration 97F: 3 clusters Score -3473389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (71454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Entering Unmasked Estep 
Score: -9421844.000000 Penalty: 2771.848633
	Iteration 0F: 2 clusters Score -9421844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -9374235.000000 Penalty: 5543.697266
	Iteration 0F: 3 clusters Score -9374235 nChanged 33373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -9392870.000000 Penalty: 5543.697266
	Iteration 1F: 3 clusters Score -9392870 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -9393790.000000 Penalty: 5543.697266
	Iteration 2Q: 3 clusters Score -9393790 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -9394972.000000 Penalty: 5543.697266
	Iteration 3Q: 3 clusters Score -9394972 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -9396988.000000 Penalty: 5543.697266
	Iteration 4F: 3 clusters Score -9396988 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -9400146.000000 Penalty: 5543.697266
	Iteration 5F: 3 clusters Score -9400146 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -9404782.000000 Penalty: 5543.697266
	Iteration 6F: 3 clusters Score -9404782 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -9410343.000000 Penalty: 5543.697266
	Iteration 7F: 3 clusters Score -9410343 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -9414821.000000 Penalty: 5543.697266
	Iteration 8F: 3 clusters Score -9414821 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9417282.000000 Penalty: 5543.697266
	Iteration 9Q: 3 clusters Score -9417282 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9418436.000000 Penalty: 5543.697266
	Iteration 10Q: 3 clusters Score -9418436 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9419001.000000 Penalty: 5543.697266
	Iteration 11Q: 3 clusters Score -9419001 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9419223.000000 Penalty: 5543.697266
	Iteration 12Q: 3 clusters Score -9419223 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9419374.000000 Penalty: 5543.697266
	Iteration 13Q: 3 clusters Score -9419374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9419426.000000 Penalty: 5543.697266
	Iteration 14Q: 3 clusters Score -9419426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9419489.000000 Penalty: 5543.697266
	Iteration 15Q: 3 clusters Score -9419489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9419538.000000 Penalty: 5543.697266
	Iteration 16Q: 3 clusters Score -9419538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9419564.000000 Penalty: 5543.697266
	Iteration 17Q: 3 clusters Score -9419564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9419582.000000 Penalty: 5543.697266
	Iteration 18Q: 3 clusters Score -9419582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9419577.000000 Penalty: 5543.697266
	Iteration 19Q: 3 clusters Score -9419577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9419586.000000 Penalty: 5543.697266
	Iteration 20F: 3 clusters Score -9419586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9419586.000000 Penalty: 5543.697266
	Iteration 21Q: 3 clusters Score -9419586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9419601.000000 Penalty: 5543.697266
	Iteration 22Q: 3 clusters Score -9419601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9419607.000000 Penalty: 5543.697266
	Iteration 23Q: 3 clusters Score -9419607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9419609.000000 Penalty: 5543.697266
	Iteration 24Q: 3 clusters Score -9419609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9419615.000000 Penalty: 5543.697266
	Iteration 25Q: 3 clusters Score -9419615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9419618.000000 Penalty: 5543.697266
	Iteration 26Q: 3 clusters Score -9419618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9419623.000000 Penalty: 5543.697266
	Iteration 27Q: 3 clusters Score -9419623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9419613.000000 Penalty: 5543.697266
	Iteration 28Q: 3 clusters Score -9419613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9419616.000000 Penalty: 5543.697266
	Iteration 29Q: 3 clusters Score -9419616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9419616.000000 Penalty: 5543.697266
	Iteration 30F: 3 clusters Score -9419616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58689.253906 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58689.25 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 267 members 
Entering Unmasked Estep 
Score: -57209.691406 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57209.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57385.003906 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57455.460938 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -57455.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57508.074219 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57508.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57565.046875 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57565.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57631.238281 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57631.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57755.687500 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -57755.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57944.320312 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57944.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58070.718750 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -58070.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58153.738281 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -58153.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58257.496094 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -58257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58335.847656 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -58335.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58410.566406 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -58410.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58430.960938 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -58430.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58449.804688 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -58449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58464.554688 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -58464.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58479.414062 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -58479.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58492.984375 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -58492.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58525.812500 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -58525.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58579.843750 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -58579.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58681.285156 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -58681.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58772.660156 Penalty: 3074.445312
	Iteration 21Q: 3 clusters Score -58772.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58776.644531 Penalty: 3074.445312
	Iteration 22Q: 3 clusters Score -58776.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58776.644531 Penalty: 3074.445312
	Iteration 23F: 3 clusters Score -58776.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 4 contains 306 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 143049 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31512 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172518 members 
Mstep: Class 15 contains 14810 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156957 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 71454 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126449696.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126451320.000000 to -126449696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -146496.156250 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -146496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144260.109375 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -144260.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144630.078125 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -144630.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144739.562500 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -144739.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144820.093750 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -144820.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144879.421875 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -144879.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144916.312500 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -144916.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144938.906250 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -144938.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144964.000000 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -144964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144990.125000 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -144990.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145020.734375 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -145020.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145065.671875 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -145065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145099.734375 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -145099.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145121.359375 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -145121.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145147.500000 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -145147.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145165.265625 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -145165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -145174.781250 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -145174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145185.781250 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -145185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145189.937500 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -145189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145193.468750 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -145193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145197.734375 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -145197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145206.984375 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -145207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145220.875000 Penalty: 3579.488037
	Iteration 21Q: 3 clusters Score -145220.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145232.890625 Penalty: 3579.488037
	Iteration 22Q: 3 clusters Score -145232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145239.781250 Penalty: 3579.488037
	Iteration 23Q: 3 clusters Score -145239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145245.781250 Penalty: 3579.488037
	Iteration 24Q: 3 clusters Score -145245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145250.031250 Penalty: 3579.488037
	Iteration 25Q: 3 clusters Score -145250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145259.937500 Penalty: 3579.488037
	Iteration 26Q: 3 clusters Score -145259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145267.734375 Penalty: 3579.488037
	Iteration 27Q: 3 clusters Score -145267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145272.328125 Penalty: 3579.488037
	Iteration 28Q: 3 clusters Score -145272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145275.812500 Penalty: 3579.488037
	Iteration 29Q: 3 clusters Score -145275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145277.781250 Penalty: 3579.488037
	Iteration 30Q: 3 clusters Score -145277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145278.687500 Penalty: 3579.488037
	Iteration 31Q: 3 clusters Score -145278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145278.687500 Penalty: 3579.488037
	Iteration 32F: 3 clusters Score -145278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 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 266 members 
Entering Unmasked Estep 
Score: -50896.492188 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50896.49 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51420.781250 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51420.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51804.957031 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51804.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52082.371094 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -52082.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52351.937500 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -52351.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52634.519531 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52634.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52710.644531 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52710.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52792.460938 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52792.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52824.449219 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -52824.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52850.453125 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -52850.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52883.304688 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -52883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52944.929688 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -52944.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52944.984375 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -52944.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52960.105469 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -52960.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52977.863281 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -52977.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52990.359375 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -52990.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52994.730469 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -52994.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52994.730469 Penalty: 3078.461670
	Iteration 17F: 3 clusters Score -52994.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 4 contains 313 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 143049 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31512 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172518 members 
Mstep: Class 15 contains 14810 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156957 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 71454 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 183 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450328.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126451320.000000 to -126450328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68418.265625 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68418.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68699.648438 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68699.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68894.070312 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -68894.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69076.914062 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -69076.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69314.828125 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -69314.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69683.062500 Penalty: 3162.012207
	Iteration 5F: 3 clusters Score -69683.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69944.078125 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69944.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70337.992188 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -70337.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70367.789062 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -70367.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70391.687500 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -70391.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70406.960938 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -70406.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70411.890625 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -70411.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70418.171875 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -70418.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70424.132812 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -70424.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70431.734375 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -70431.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70458.882812 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -70458.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70549.695312 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -70549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70634.062500 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -70634.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70652.984375 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -70652.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70652.984375 Penalty: 3162.012207
	Iteration 19F: 3 clusters Score -70652.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 4 contains 247 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 143049 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31512 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172518 members 
Mstep: Class 15 contains 14810 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156957 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 71454 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 340 members 
Entering Unmasked Estep 
Score: -126450176.000000 Penalty: 95627.414062
Splitting cluster 28 changes total score from -126451320.000000 to -126450176.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 143049 members 
Mstep: Class 9 contains 43275 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31512 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172518 members 
Mstep: Class 15 contains 14810 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156957 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 71454 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451472.000000 Penalty: 92212.148438
Iteration 399Q: 28 clusters Score -1.264515e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182469 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33684 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 16867 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 142964 members 
Mstep: Class 9 contains 43274 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9497 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172568 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156967 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25345 members 
Mstep: Class 24 contains 71441 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451384.000000 Penalty: 92212.148438
Iteration 400F: 28 clusters Score -1.264514e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182523 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33688 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 16863 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 142845 members 
Mstep: Class 9 contains 43281 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 22315 members 
Mstep: Class 14 contains 172627 members 
Mstep: Class 15 contains 14767 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 156989 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25351 members 
Mstep: Class 24 contains 71428 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451456.000000 Penalty: 92212.148438
Iteration 401Q: 28 clusters Score -1.264515e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33694 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 16859 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 142752 members 
Mstep: Class 9 contains 43283 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 22316 members 
Mstep: Class 14 contains 172703 members 
Mstep: Class 15 contains 14728 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157009 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25359 members 
Mstep: Class 24 contains 71420 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451512.000000 Penalty: 92212.148438
Iteration 402Q: 28 clusters Score -1.264515e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 33701 members 
Mstep: Class 5 contains 7246 members 
Mstep: Class 6 contains 16856 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 142671 members 
Mstep: Class 9 contains 43284 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9497 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172741 members 
Mstep: Class 15 contains 14702 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157019 members 
Mstep: Class 20 contains 12902 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25362 members 
Mstep: Class 24 contains 71406 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451632.000000 Penalty: 92212.148438
Iteration 403Q: 28 clusters Score -1.264516e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 33710 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 16853 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 142574 members 
Mstep: Class 9 contains 43280 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31513 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172780 members 
Mstep: Class 15 contains 14677 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157027 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25361 members 
Mstep: Class 24 contains 71387 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451688.000000 Penalty: 92212.148438
Iteration 404Q: 28 clusters Score -1.264517e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182744 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33719 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16851 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 142485 members 
Mstep: Class 9 contains 43279 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 172837 members 
Mstep: Class 15 contains 14652 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157041 members 
Mstep: Class 20 contains 12900 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25370 members 
Mstep: Class 24 contains 71362 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451792.000000 Penalty: 92212.148438
Iteration 405Q: 28 clusters Score -1.264518e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182794 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 33724 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16847 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 142388 members 
Mstep: Class 9 contains 43287 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 172856 members 
Mstep: Class 15 contains 14632 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157069 members 
Mstep: Class 20 contains 12899 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25378 members 
Mstep: Class 24 contains 71355 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 406Q: 28 clusters Score -1.264517e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33735 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16841 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 142310 members 
Mstep: Class 9 contains 43290 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 172874 members 
Mstep: Class 15 contains 14615 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157077 members 
Mstep: Class 20 contains 12900 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25383 members 
Mstep: Class 24 contains 71344 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451624.000000 Penalty: 92212.148438
Iteration 407Q: 28 clusters Score -1.264516e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33745 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16838 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 8 contains 142208 members 
Mstep: Class 9 contains 43293 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 22322 members 
Mstep: Class 14 contains 172921 members 
Mstep: Class 15 contains 14601 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157081 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25388 members 
Mstep: Class 24 contains 71332 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451744.000000 Penalty: 92212.148438
Iteration 408Q: 28 clusters Score -1.264517e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33756 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16839 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 142113 members 
Mstep: Class 9 contains 43298 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9508 members 
Mstep: Class 13 contains 22323 members 
Mstep: Class 14 contains 172935 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157100 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25393 members 
Mstep: Class 24 contains 71318 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451752.000000 Penalty: 92212.148438
Iteration 409Q: 28 clusters Score -1.264518e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183018 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16838 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 142004 members 
Mstep: Class 9 contains 43302 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 22323 members 
Mstep: Class 14 contains 172951 members 
Mstep: Class 15 contains 14576 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157134 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25403 members 
Mstep: Class 24 contains 71309 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451864.000000 Penalty: 92212.148438
Iteration 410Q: 28 clusters Score -1.264519e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33797 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 141897 members 
Mstep: Class 9 contains 43306 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31513 members 
Mstep: Class 12 contains 9510 members 
Mstep: Class 13 contains 22326 members 
Mstep: Class 14 contains 172995 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157163 members 
Mstep: Class 20 contains 12900 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25406 members 
Mstep: Class 24 contains 71293 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451784.000000 Penalty: 92212.148438
Iteration 411Q: 28 clusters Score -1.264518e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33821 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 16830 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 141786 members 
Mstep: Class 9 contains 43304 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31514 members 
Mstep: Class 12 contains 9510 members 
Mstep: Class 13 contains 22327 members 
Mstep: Class 14 contains 173055 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157199 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25410 members 
Mstep: Class 24 contains 71287 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451736.000000 Penalty: 92212.148438
Iteration 412Q: 28 clusters Score -1.264517e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33833 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 3013 members 
Mstep: Class 8 contains 141702 members 
Mstep: Class 9 contains 43308 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 173096 members 
Mstep: Class 15 contains 14540 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157242 members 
Mstep: Class 20 contains 12902 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25420 members 
Mstep: Class 24 contains 71276 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451688.000000 Penalty: 92212.148438
Iteration 413Q: 28 clusters Score -1.264517e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183051 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33845 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 16818 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 141646 members 
Mstep: Class 9 contains 43313 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 22337 members 
Mstep: Class 14 contains 173122 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157281 members 
Mstep: Class 20 contains 12904 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25424 members 
Mstep: Class 24 contains 71266 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451696.000000 Penalty: 92212.148438
Iteration 414Q: 28 clusters Score -1.264517e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16810 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 141582 members 
Mstep: Class 9 contains 43315 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31514 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 22342 members 
Mstep: Class 14 contains 173150 members 
Mstep: Class 15 contains 14505 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157294 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25432 members 
Mstep: Class 24 contains 71249 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451520.000000 Penalty: 92212.148438
Iteration 415Q: 28 clusters Score -1.264515e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33859 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 16804 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 141508 members 
Mstep: Class 9 contains 43323 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31513 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 173194 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157331 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25443 members 
Mstep: Class 24 contains 71236 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451744.000000 Penalty: 92212.148438
Iteration 416Q: 28 clusters Score -1.264517e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183068 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33869 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 8 contains 141423 members 
Mstep: Class 9 contains 43337 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 22339 members 
Mstep: Class 14 contains 173242 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157364 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25446 members 
Mstep: Class 24 contains 71230 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451544.000000 Penalty: 92212.148438
Iteration 417Q: 28 clusters Score -1.264515e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33882 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 141353 members 
Mstep: Class 9 contains 43351 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 22337 members 
Mstep: Class 14 contains 173269 members 
Mstep: Class 15 contains 14463 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157388 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25449 members 
Mstep: Class 24 contains 71222 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451696.000000 Penalty: 92212.148438
Iteration 418Q: 28 clusters Score -1.264517e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33897 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 141321 members 
Mstep: Class 9 contains 43357 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 22333 members 
Mstep: Class 14 contains 173297 members 
Mstep: Class 15 contains 14447 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157400 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25454 members 
Mstep: Class 24 contains 71213 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451776.000000 Penalty: 92212.148438
Iteration 419Q: 28 clusters Score -1.264518e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33909 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 16782 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 141286 members 
Mstep: Class 9 contains 43360 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22327 members 
Mstep: Class 14 contains 173302 members 
Mstep: Class 15 contains 14438 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157414 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 71207 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451744.000000 Penalty: 92212.148438
Iteration 420F: 28 clusters Score -1.264517e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33913 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 141262 members 
Mstep: Class 9 contains 43363 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22324 members 
Mstep: Class 14 contains 173330 members 
Mstep: Class 15 contains 14420 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157414 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 71195 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451664.000000 Penalty: 92212.148438
Iteration 421Q: 28 clusters Score -1.264517e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33921 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16773 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 141249 members 
Mstep: Class 9 contains 43366 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22326 members 
Mstep: Class 14 contains 173325 members 
Mstep: Class 15 contains 14401 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157431 members 
Mstep: Class 20 contains 12909 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 71188 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451824.000000 Penalty: 92212.148438
Iteration 422Q: 28 clusters Score -1.264518e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183128 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33921 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 141255 members 
Mstep: Class 9 contains 43374 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 22327 members 
Mstep: Class 14 contains 173301 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157453 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 71185 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451808.000000 Penalty: 92212.148438
Iteration 423Q: 28 clusters Score -1.264518e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33927 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 141220 members 
Mstep: Class 9 contains 43379 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22329 members 
Mstep: Class 14 contains 173319 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157471 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 71186 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451960.000000 Penalty: 92212.148438
Iteration 424Q: 28 clusters Score -1.26452e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183127 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33937 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 16760 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 141178 members 
Mstep: Class 9 contains 43385 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31524 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22335 members 
Mstep: Class 14 contains 173352 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157469 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25461 members 
Mstep: Class 24 contains 71185 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 425Q: 28 clusters Score -1.264519e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33939 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 141133 members 
Mstep: Class 9 contains 43388 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31525 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 173365 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157482 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 71180 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 426Q: 28 clusters Score -1.264519e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33938 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16754 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 141111 members 
Mstep: Class 9 contains 43385 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31524 members 
Mstep: Class 12 contains 9524 members 
Mstep: Class 13 contains 22343 members 
Mstep: Class 14 contains 173383 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157499 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25458 members 
Mstep: Class 24 contains 71174 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 427Q: 28 clusters Score -1.264519e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33938 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16749 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 141093 members 
Mstep: Class 9 contains 43387 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31524 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 22344 members 
Mstep: Class 14 contains 173402 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157506 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25456 members 
Mstep: Class 24 contains 71173 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452000.000000 Penalty: 92212.148438
Iteration 428Q: 28 clusters Score -1.26452e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 33943 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16747 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 141065 members 
Mstep: Class 9 contains 43388 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22352 members 
Mstep: Class 14 contains 173410 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157511 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25456 members 
Mstep: Class 24 contains 71171 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451896.000000 Penalty: 92212.148438
Iteration 429Q: 28 clusters Score -1.264519e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183181 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33954 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16746 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 141047 members 
Mstep: Class 9 contains 43388 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 22355 members 
Mstep: Class 14 contains 173422 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157512 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25458 members 
Mstep: Class 24 contains 71173 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 430Q: 28 clusters Score -1.264519e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183181 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33958 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16744 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 141033 members 
Mstep: Class 9 contains 43390 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 173435 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157530 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25453 members 
Mstep: Class 24 contains 71170 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451880.000000 Penalty: 92212.148438
Iteration 431Q: 28 clusters Score -1.264519e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33968 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16742 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 141045 members 
Mstep: Class 9 contains 43390 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22364 members 
Mstep: Class 14 contains 173433 members 
Mstep: Class 15 contains 14248 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157555 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25450 members 
Mstep: Class 24 contains 71165 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451856.000000 Penalty: 92212.148438
Iteration 432Q: 28 clusters Score -1.264519e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33977 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16737 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 141062 members 
Mstep: Class 9 contains 43387 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22366 members 
Mstep: Class 14 contains 173421 members 
Mstep: Class 15 contains 14219 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157582 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25449 members 
Mstep: Class 24 contains 71163 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451784.000000 Penalty: 92212.148438
Iteration 433Q: 28 clusters Score -1.264518e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 33992 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 3086 members 
Mstep: Class 8 contains 141059 members 
Mstep: Class 9 contains 43390 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22368 members 
Mstep: Class 14 contains 173420 members 
Mstep: Class 15 contains 14193 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157604 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25453 members 
Mstep: Class 24 contains 71165 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451832.000000 Penalty: 92212.148438
Iteration 434Q: 28 clusters Score -1.264518e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34008 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 141061 members 
Mstep: Class 9 contains 43390 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22374 members 
Mstep: Class 14 contains 173422 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157598 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25450 members 
Mstep: Class 24 contains 71164 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451920.000000 Penalty: 92212.148438
Iteration 435Q: 28 clusters Score -1.264519e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183161 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34017 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16727 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 8 contains 141077 members 
Mstep: Class 9 contains 43403 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22382 members 
Mstep: Class 14 contains 173423 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157588 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25451 members 
Mstep: Class 24 contains 71154 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 436Q: 28 clusters Score -1.264519e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183161 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34018 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 141077 members 
Mstep: Class 9 contains 43405 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 22389 members 
Mstep: Class 14 contains 173437 members 
Mstep: Class 15 contains 14103 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157589 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25449 members 
Mstep: Class 24 contains 71150 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451920.000000 Penalty: 92212.148438
Iteration 437Q: 28 clusters Score -1.264519e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34016 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16723 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 141070 members 
Mstep: Class 9 contains 43411 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 22395 members 
Mstep: Class 14 contains 173436 members 
Mstep: Class 15 contains 14079 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157596 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25453 members 
Mstep: Class 24 contains 71148 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 438Q: 28 clusters Score -1.264519e+08 nChanged 266
Entering ConstructFrom: 
Score: -126451904.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (183164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183164 members 
Entering Unmasked Estep 
Score: -24735098.000000 Penalty: 3005.298096
	Iteration 0F: 2 clusters Score -2.47351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -24616086.000000 Penalty: 6010.596191
	Iteration 0F: 3 clusters Score -2.461609e+07 nChanged 88040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -24667280.000000 Penalty: 6010.596191
	Iteration 1F: 3 clusters Score -2.466728e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -24668670.000000 Penalty: 6010.596191
	Iteration 2Q: 3 clusters Score -2.466867e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -24671136.000000 Penalty: 6010.596191
	Iteration 3Q: 3 clusters Score -2.467114e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -24674858.000000 Penalty: 6010.596191
	Iteration 4Q: 3 clusters Score -2.467486e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -24680746.000000 Penalty: 6010.596191
	Iteration 5Q: 3 clusters Score -2.468075e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -24688792.000000 Penalty: 6010.596191
	Iteration 6F: 3 clusters Score -2.468879e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 136997 members 
Entering Unmasked Estep 
Score: -24698732.000000 Penalty: 6010.596191
	Iteration 7F: 3 clusters Score -2.469873e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 147752 members 
Entering Unmasked Estep 
Score: -24708570.000000 Penalty: 6010.596191
	Iteration 8F: 3 clusters Score -2.470857e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -24716256.000000 Penalty: 6010.596191
	Iteration 9F: 3 clusters Score -2.471626e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -24721396.000000 Penalty: 6010.596191
	Iteration 10Q: 3 clusters Score -2.47214e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 168161 members 
Entering Unmasked Estep 
Score: -24724800.000000 Penalty: 6010.596191
	Iteration 11Q: 3 clusters Score -2.47248e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -24727188.000000 Penalty: 6010.596191
	Iteration 12Q: 3 clusters Score -2.472719e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -24728740.000000 Penalty: 6010.596191
	Iteration 13Q: 3 clusters Score -2.472874e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -24729764.000000 Penalty: 6010.596191
	Iteration 14Q: 3 clusters Score -2.472976e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 177502 members 
Entering Unmasked Estep 
Score: -24730394.000000 Penalty: 6010.596191
	Iteration 15Q: 3 clusters Score -2.473039e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 178488 members 
Entering Unmasked Estep 
Score: -24730860.000000 Penalty: 6010.596191
	Iteration 16Q: 3 clusters Score -2.473086e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 179244 members 
Entering Unmasked Estep 
Score: -24731320.000000 Penalty: 6010.596191
	Iteration 17Q: 3 clusters Score -2.473132e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 179825 members 
Entering Unmasked Estep 
Score: -24731644.000000 Penalty: 6010.596191
	Iteration 18Q: 3 clusters Score -2.473164e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -24731828.000000 Penalty: 6010.596191
	Iteration 19Q: 3 clusters Score -2.473183e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 180629 members 
Entering Unmasked Estep 
Score: -24731894.000000 Penalty: 6010.596191
	Iteration 20F: 3 clusters Score -2.473189e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 180891 members 
Entering Unmasked Estep 
Score: -24732006.000000 Penalty: 6010.596191
	Iteration 21Q: 3 clusters Score -2.473201e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -24732126.000000 Penalty: 6010.596191
	Iteration 22Q: 3 clusters Score -2.473213e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -24732148.000000 Penalty: 6010.596191
	Iteration 23Q: 3 clusters Score -2.473215e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 181367 members 
Entering Unmasked Estep 
Score: -24732220.000000 Penalty: 6010.596191
	Iteration 24Q: 3 clusters Score -2.473222e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 181460 members 
Entering Unmasked Estep 
Score: -24732300.000000 Penalty: 6010.596191
	Iteration 25Q: 3 clusters Score -2.47323e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -24732370.000000 Penalty: 6010.596191
	Iteration 26Q: 3 clusters Score -2.473237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 181584 members 
Entering Unmasked Estep 
Score: -24732382.000000 Penalty: 6010.596191
	Iteration 27Q: 3 clusters Score -2.473238e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -24732422.000000 Penalty: 6010.596191
	Iteration 28Q: 3 clusters Score -2.473242e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 181699 members 
Entering Unmasked Estep 
Score: -24732448.000000 Penalty: 6010.596191
	Iteration 29Q: 3 clusters Score -2.473245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 181735 members 
Entering Unmasked Estep 
Score: -24732464.000000 Penalty: 6010.596191
	Iteration 30Q: 3 clusters Score -2.473246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 181759 members 
Entering Unmasked Estep 
Score: -24732470.000000 Penalty: 6010.596191
	Iteration 31Q: 3 clusters Score -2.473247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -24732476.000000 Penalty: 6010.596191
	Iteration 32Q: 3 clusters Score -2.473248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 181810 members 
Entering Unmasked Estep 
Score: -24732484.000000 Penalty: 6010.596191
	Iteration 33Q: 3 clusters Score -2.473248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 181835 members 
Entering Unmasked Estep 
Score: -24732502.000000 Penalty: 6010.596191
	Iteration 34Q: 3 clusters Score -2.47325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 181854 members 
Entering Unmasked Estep 
Score: -24732502.000000 Penalty: 6010.596191
	Iteration 35Q: 3 clusters Score -2.47325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 181864 members 
Entering Unmasked Estep 
Score: -24732504.000000 Penalty: 6010.596191
	Iteration 36Q: 3 clusters Score -2.47325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 181869 members 
Entering Unmasked Estep 
Score: -24732522.000000 Penalty: 6010.596191
	Iteration 37Q: 3 clusters Score -2.473252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 181876 members 
Entering Unmasked Estep 
Score: -24732536.000000 Penalty: 6010.596191
	Iteration 38Q: 3 clusters Score -2.473254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -24732532.000000 Penalty: 6010.596191
	Iteration 39Q: 3 clusters Score -2.473253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 181885 members 
Entering Unmasked Estep 
Score: -24732530.000000 Penalty: 6010.596191
	Iteration 40F: 3 clusters Score -2.473253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 181889 members 
Entering Unmasked Estep 
Score: -24732520.000000 Penalty: 6010.596191
	Iteration 41Q: 3 clusters Score -2.473252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 181891 members 
Entering Unmasked Estep 
Score: -24732526.000000 Penalty: 6010.596191
	Iteration 42Q: 3 clusters Score -2.473253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 181900 members 
Entering Unmasked Estep 
Score: -24732520.000000 Penalty: 6010.596191
	Iteration 43Q: 3 clusters Score -2.473252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 181910 members 
Entering Unmasked Estep 
Score: -24732546.000000 Penalty: 6010.596191
	Iteration 44Q: 3 clusters Score -2.473255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 181919 members 
Entering Unmasked Estep 
Score: -24732554.000000 Penalty: 6010.596191
	Iteration 45Q: 3 clusters Score -2.473255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -24732566.000000 Penalty: 6010.596191
	Iteration 46Q: 3 clusters Score -2.473257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 181931 members 
Entering Unmasked Estep 
Score: -24732546.000000 Penalty: 6010.596191
	Iteration 47Q: 3 clusters Score -2.473255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 181937 members 
Entering Unmasked Estep 
Score: -24732558.000000 Penalty: 6010.596191
	Iteration 48Q: 3 clusters Score -2.473256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 181938 members 
Entering Unmasked Estep 
Score: -24732562.000000 Penalty: 6010.596191
	Iteration 49Q: 3 clusters Score -2.473256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 181940 members 
Entering Unmasked Estep 
Score: -24732564.000000 Penalty: 6010.596191
	Iteration 50Q: 3 clusters Score -2.473256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 181943 members 
Entering Unmasked Estep 
Score: -24732560.000000 Penalty: 6010.596191
	Iteration 51Q: 3 clusters Score -2.473256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 181944 members 
Entering Unmasked Estep 
Score: -24732556.000000 Penalty: 6010.596191
	Iteration 52Q: 3 clusters Score -2.473256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 181945 members 
Entering Unmasked Estep 
Score: -24732556.000000 Penalty: 6010.596191
	Iteration 53Q: 3 clusters Score -2.473256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 181945 members 
Entering Unmasked Estep 
Score: -24732560.000000 Penalty: 6010.596191
	Iteration 54Q: 3 clusters Score -2.473256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 181946 members 
Entering Unmasked Estep 
Score: -24732562.000000 Penalty: 6010.596191
	Iteration 55Q: 3 clusters Score -2.473256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 181946 members 
Entering Unmasked Estep 
Score: -24732562.000000 Penalty: 6010.596191
	Iteration 56F: 3 clusters Score -2.473256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -341143.812500 Penalty: 1944.104736
	Iteration 0F: 2 clusters Score -341143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -338174.718750 Penalty: 3888.209473
	Iteration 0F: 3 clusters Score -338174.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -338729.437500 Penalty: 3888.209473
	Iteration 1F: 3 clusters Score -338729.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -338864.875000 Penalty: 3888.209473
	Iteration 2F: 3 clusters Score -338864.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -338953.687500 Penalty: 3888.209473
	Iteration 3Q: 3 clusters Score -338953.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -339002.562500 Penalty: 3888.209473
	Iteration 4Q: 3 clusters Score -339002.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -339027.843750 Penalty: 3888.209473
	Iteration 5Q: 3 clusters Score -339027.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -339049.687500 Penalty: 3888.209473
	Iteration 6Q: 3 clusters Score -339049.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -339065.125000 Penalty: 3888.209473
	Iteration 7Q: 3 clusters Score -339065.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -339074.156250 Penalty: 3888.209473
	Iteration 8Q: 3 clusters Score -339074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -339083.875000 Penalty: 3888.209473
	Iteration 9Q: 3 clusters Score -339083.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -339095.781250 Penalty: 3888.209473
	Iteration 10Q: 3 clusters Score -339095.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -339104.781250 Penalty: 3888.209473
	Iteration 11Q: 3 clusters Score -339104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -339107.687500 Penalty: 3888.209473
	Iteration 12Q: 3 clusters Score -339107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -339109.687500 Penalty: 3888.209473
	Iteration 13Q: 3 clusters Score -339109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -339114.437500 Penalty: 3888.209473
	Iteration 14Q: 3 clusters Score -339114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -339117.312500 Penalty: 3888.209473
	Iteration 15Q: 3 clusters Score -339117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -339117.937500 Penalty: 3888.209473
	Iteration 16Q: 3 clusters Score -339117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -339121.093750 Penalty: 3888.209473
	Iteration 17Q: 3 clusters Score -339121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -339123.750000 Penalty: 3888.209473
	Iteration 18Q: 3 clusters Score -339123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -339126.156250 Penalty: 3888.209473
	Iteration 19Q: 3 clusters Score -339126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -339127.718750 Penalty: 3888.209473
	Iteration 20F: 3 clusters Score -339127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -339129.500000 Penalty: 3888.209473
	Iteration 21Q: 3 clusters Score -339129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -339130.468750 Penalty: 3888.209473
	Iteration 22Q: 3 clusters Score -339130.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -339131.937500 Penalty: 3888.209473
	Iteration 23Q: 3 clusters Score -339131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -339133.906250 Penalty: 3888.209473
	Iteration 24Q: 3 clusters Score -339133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -339135.531250 Penalty: 3888.209473
	Iteration 25Q: 3 clusters Score -339135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -339138.000000 Penalty: 3888.209473
	Iteration 26Q: 3 clusters Score -339138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339140.000000 Penalty: 3888.209473
	Iteration 27Q: 3 clusters Score -339140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -339142.093750 Penalty: 3888.209473
	Iteration 28Q: 3 clusters Score -339142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339146.562500 Penalty: 3888.209473
	Iteration 29Q: 3 clusters Score -339146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -339147.187500 Penalty: 3888.209473
	Iteration 30Q: 3 clusters Score -339147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339147.593750 Penalty: 3888.209473
	Iteration 31Q: 3 clusters Score -339147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339147.593750 Penalty: 3888.209473
	Iteration 32F: 3 clusters Score -339147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Entering Unmasked Estep 
Score: -4659408.500000 Penalty: 2587.850342
	Iteration 0F: 2 clusters Score -4659408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4635986.000000 Penalty: 5175.700684
	Iteration 0F: 3 clusters Score -4635986 nChanged 15510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4644494.000000 Penalty: 5175.700684
	Iteration 1F: 3 clusters Score -4644494 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -4645011.500000 Penalty: 5175.700684
	Iteration 2Q: 3 clusters Score -4645012 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4645459.500000 Penalty: 5175.700684
	Iteration 3Q: 3 clusters Score -4645460 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4645968.500000 Penalty: 5175.700684
	Iteration 4Q: 3 clusters Score -4645968 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4646671.500000 Penalty: 5175.700684
	Iteration 5Q: 3 clusters Score -4646672 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4647703.000000 Penalty: 5175.700684
	Iteration 6F: 3 clusters Score -4647703 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -4649251.500000 Penalty: 5175.700684
	Iteration 7F: 3 clusters Score -4649252 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4651207.500000 Penalty: 5175.700684
	Iteration 8F: 3 clusters Score -4651208 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4653271.500000 Penalty: 5175.700684
	Iteration 9F: 3 clusters Score -4653272 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4654881.500000 Penalty: 5175.700684
	Iteration 10F: 3 clusters Score -4654882 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4655923.500000 Penalty: 5175.700684
	Iteration 11Q: 3 clusters Score -4655924 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4656447.000000 Penalty: 5175.700684
	Iteration 12Q: 3 clusters Score -4656447 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4656729.500000 Penalty: 5175.700684
	Iteration 13Q: 3 clusters Score -4656730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4656891.500000 Penalty: 5175.700684
	Iteration 14Q: 3 clusters Score -4656892 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4656982.000000 Penalty: 5175.700684
	Iteration 15Q: 3 clusters Score -4656982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4657028.500000 Penalty: 5175.700684
	Iteration 16Q: 3 clusters Score -4657028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4657067.500000 Penalty: 5175.700684
	Iteration 17Q: 3 clusters Score -4657068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4657089.000000 Penalty: 5175.700684
	Iteration 18Q: 3 clusters Score -4657089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4657106.500000 Penalty: 5175.700684
	Iteration 19Q: 3 clusters Score -4657106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4657114.500000 Penalty: 5175.700684
	Iteration 20F: 3 clusters Score -4657114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4657114.500000 Penalty: 5175.700684
	Iteration 21Q: 3 clusters Score -4657114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4657114.000000 Penalty: 5175.700684
	Iteration 22Q: 3 clusters Score -4657114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4657117.000000 Penalty: 5175.700684
	Iteration 23Q: 3 clusters Score -4657117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4657121.000000 Penalty: 5175.700684
	Iteration 24Q: 3 clusters Score -4657121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4657127.000000 Penalty: 5175.700684
	Iteration 25Q: 3 clusters Score -4657127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4657129.000000 Penalty: 5175.700684
	Iteration 26Q: 3 clusters Score -4657129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4657132.000000 Penalty: 5175.700684
	Iteration 27Q: 3 clusters Score -4657132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4657139.000000 Penalty: 5175.700684
	Iteration 28Q: 3 clusters Score -4657139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4657145.500000 Penalty: 5175.700684
	Iteration 29Q: 3 clusters Score -4657146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4657150.500000 Penalty: 5175.700684
	Iteration 30Q: 3 clusters Score -4657150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4657153.000000 Penalty: 5175.700684
	Iteration 31Q: 3 clusters Score -4657153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4657154.500000 Penalty: 5175.700684
	Iteration 32Q: 3 clusters Score -4657154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4657159.000000 Penalty: 5175.700684
	Iteration 33Q: 3 clusters Score -4657159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4657159.000000 Penalty: 5175.700684
	Iteration 34Q: 3 clusters Score -4657159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4657159.000000 Penalty: 5175.700684
	Iteration 35F: 3 clusters Score -4657159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -933760.000000 Penalty: 2204.377441
	Iteration 0F: 2 clusters Score -933760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -927852.375000 Penalty: 4408.754883
	Iteration 0F: 3 clusters Score -927852.4 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -929569.125000 Penalty: 4408.754883
	Iteration 1F: 3 clusters Score -929569.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -930162.125000 Penalty: 4408.754883
	Iteration 2F: 3 clusters Score -930162.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -930774.687500 Penalty: 4408.754883
	Iteration 3F: 3 clusters Score -930774.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -931318.625000 Penalty: 4408.754883
	Iteration 4F: 3 clusters Score -931318.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -931709.812500 Penalty: 4408.754883
	Iteration 5F: 3 clusters Score -931709.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -931993.187500 Penalty: 4408.754883
	Iteration 6Q: 3 clusters Score -931993.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -932200.000000 Penalty: 4408.754883
	Iteration 7Q: 3 clusters Score -932200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -932332.000000 Penalty: 4408.754883
	Iteration 8Q: 3 clusters Score -932332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -932404.875000 Penalty: 4408.754883
	Iteration 9Q: 3 clusters Score -932404.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -932466.625000 Penalty: 4408.754883
	Iteration 10Q: 3 clusters Score -932466.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -932517.125000 Penalty: 4408.754883
	Iteration 11Q: 3 clusters Score -932517.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -932567.312500 Penalty: 4408.754883
	Iteration 12Q: 3 clusters Score -932567.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -932597.000000 Penalty: 4408.754883
	Iteration 13Q: 3 clusters Score -932597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -932620.937500 Penalty: 4408.754883
	Iteration 14Q: 3 clusters Score -932620.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -932631.187500 Penalty: 4408.754883
	Iteration 15Q: 3 clusters Score -932631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -932634.812500 Penalty: 4408.754883
	Iteration 16Q: 3 clusters Score -932634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -932645.312500 Penalty: 4408.754883
	Iteration 17Q: 3 clusters Score -932645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -932648.062500 Penalty: 4408.754883
	Iteration 18Q: 3 clusters Score -932648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -932651.312500 Penalty: 4408.754883
	Iteration 19Q: 3 clusters Score -932651.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -932655.812500 Penalty: 4408.754883
	Iteration 20F: 3 clusters Score -932655.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -932666.125000 Penalty: 4408.754883
	Iteration 21Q: 3 clusters Score -932666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -932673.250000 Penalty: 4408.754883
	Iteration 22Q: 3 clusters Score -932673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -932677.062500 Penalty: 4408.754883
	Iteration 23Q: 3 clusters Score -932677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -932683.562500 Penalty: 4408.754883
	Iteration 24Q: 3 clusters Score -932683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -932689.687500 Penalty: 4408.754883
	Iteration 25Q: 3 clusters Score -932689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -932695.375000 Penalty: 4408.754883
	Iteration 26Q: 3 clusters Score -932695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -932698.437500 Penalty: 4408.754883
	Iteration 27Q: 3 clusters Score -932698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -932700.812500 Penalty: 4408.754883
	Iteration 28Q: 3 clusters Score -932700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -932702.250000 Penalty: 4408.754883
	Iteration 29Q: 3 clusters Score -932702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -932702.250000 Penalty: 4408.754883
	Iteration 30F: 3 clusters Score -932702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Entering Unmasked Estep 
Score: -2160113.500000 Penalty: 2411.700684
	Iteration 0F: 2 clusters Score -2160114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2148219.000000 Penalty: 4823.401367
	Iteration 0F: 3 clusters Score -2148219 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2152131.250000 Penalty: 4823.401367
	Iteration 1F: 3 clusters Score -2152131 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2152502.250000 Penalty: 4823.401367
	Iteration 2F: 3 clusters Score -2152502 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2152812.000000 Penalty: 4823.401367
	Iteration 3Q: 3 clusters Score -2152812 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2153158.500000 Penalty: 4823.401367
	Iteration 4Q: 3 clusters Score -2153158 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2153551.000000 Penalty: 4823.401367
	Iteration 5Q: 3 clusters Score -2153551 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2153977.500000 Penalty: 4823.401367
	Iteration 6Q: 3 clusters Score -2153978 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2154366.000000 Penalty: 4823.401367
	Iteration 7Q: 3 clusters Score -2154366 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2154698.000000 Penalty: 4823.401367
	Iteration 8Q: 3 clusters Score -2154698 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2154991.250000 Penalty: 4823.401367
	Iteration 9Q: 3 clusters Score -2154991 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2155287.500000 Penalty: 4823.401367
	Iteration 10Q: 3 clusters Score -2155288 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2155597.750000 Penalty: 4823.401367
	Iteration 11Q: 3 clusters Score -2155598 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2155970.250000 Penalty: 4823.401367
	Iteration 12Q: 3 clusters Score -2155970 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2156402.000000 Penalty: 4823.401367
	Iteration 13Q: 3 clusters Score -2156402 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2156797.500000 Penalty: 4823.401367
	Iteration 14Q: 3 clusters Score -2156798 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2157159.750000 Penalty: 4823.401367
	Iteration 15Q: 3 clusters Score -2157160 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2157462.500000 Penalty: 4823.401367
	Iteration 16Q: 3 clusters Score -2157462 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2157703.000000 Penalty: 4823.401367
	Iteration 17Q: 3 clusters Score -2157703 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2157854.250000 Penalty: 4823.401367
	Iteration 18Q: 3 clusters Score -2157854 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2157981.500000 Penalty: 4823.401367
	Iteration 19Q: 3 clusters Score -2157982 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2158057.750000 Penalty: 4823.401367
	Iteration 20F: 3 clusters Score -2158058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2158105.500000 Penalty: 4823.401367
	Iteration 21Q: 3 clusters Score -2158106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2158139.250000 Penalty: 4823.401367
	Iteration 22Q: 3 clusters Score -2158139 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2158162.750000 Penalty: 4823.401367
	Iteration 23Q: 3 clusters Score -2158163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2158188.000000 Penalty: 4823.401367
	Iteration 24Q: 3 clusters Score -2158188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2158217.000000 Penalty: 4823.401367
	Iteration 25Q: 3 clusters Score -2158217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2158246.500000 Penalty: 4823.401367
	Iteration 26Q: 3 clusters Score -2158246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2158292.500000 Penalty: 4823.401367
	Iteration 27Q: 3 clusters Score -2158292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2158336.750000 Penalty: 4823.401367
	Iteration 28Q: 3 clusters Score -2158337 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2158370.500000 Penalty: 4823.401367
	Iteration 29Q: 3 clusters Score -2158370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2158425.750000 Penalty: 4823.401367
	Iteration 30Q: 3 clusters Score -2158426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2158477.500000 Penalty: 4823.401367
	Iteration 31Q: 3 clusters Score -2158478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2158541.750000 Penalty: 4823.401367
	Iteration 32Q: 3 clusters Score -2158542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2158589.000000 Penalty: 4823.401367
	Iteration 33Q: 3 clusters Score -2158589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2158614.500000 Penalty: 4823.401367
	Iteration 34Q: 3 clusters Score -2158614 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2158654.750000 Penalty: 4823.401367
	Iteration 35Q: 3 clusters Score -2158655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2158673.000000 Penalty: 4823.401367
	Iteration 36Q: 3 clusters Score -2158673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2158690.500000 Penalty: 4823.401367
	Iteration 37Q: 3 clusters Score -2158690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2158698.750000 Penalty: 4823.401367
	Iteration 38Q: 3 clusters Score -2158699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2158712.250000 Penalty: 4823.401367
	Iteration 39Q: 3 clusters Score -2158712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2158713.000000 Penalty: 4823.401367
	Iteration 40F: 3 clusters Score -2158713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2158717.500000 Penalty: 4823.401367
	Iteration 41Q: 3 clusters Score -2158718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2158729.750000 Penalty: 4823.401367
	Iteration 42Q: 3 clusters Score -2158730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2158738.750000 Penalty: 4823.401367
	Iteration 43Q: 3 clusters Score -2158739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2158744.250000 Penalty: 4823.401367
	Iteration 44Q: 3 clusters Score -2158744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2158745.000000 Penalty: 4823.401367
	Iteration 45Q: 3 clusters Score -2158745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2158747.000000 Penalty: 4823.401367
	Iteration 46Q: 3 clusters Score -2158747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2158747.750000 Penalty: 4823.401367
	Iteration 47Q: 3 clusters Score -2158748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2158747.750000 Penalty: 4823.401367
	Iteration 48Q: 3 clusters Score -2158748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2158748.000000 Penalty: 4823.401367
	Iteration 49Q: 3 clusters Score -2158748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2158749.250000 Penalty: 4823.401367
	Iteration 50Q: 3 clusters Score -2158749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2158749.750000 Penalty: 4823.401367
	Iteration 51Q: 3 clusters Score -2158750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2158751.750000 Penalty: 4823.401367
	Iteration 52Q: 3 clusters Score -2158752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2158755.750000 Penalty: 4823.401367
	Iteration 53Q: 3 clusters Score -2158756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2158752.000000 Penalty: 4823.401367
	Iteration 54Q: 3 clusters Score -2158752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2158754.500000 Penalty: 4823.401367
	Iteration 55Q: 3 clusters Score -2158754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2158758.000000 Penalty: 4823.401367
	Iteration 56Q: 3 clusters Score -2158758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2158753.000000 Penalty: 4823.401367
	Iteration 57Q: 3 clusters Score -2158753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2158757.750000 Penalty: 4823.401367
	Iteration 58Q: 3 clusters Score -2158758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2158759.250000 Penalty: 4823.401367
	Iteration 59Q: 3 clusters Score -2158759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2158759.000000 Penalty: 4823.401367
	Iteration 60F: 3 clusters Score -2158759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2158759.750000 Penalty: 4823.401367
	Iteration 61Q: 3 clusters Score -2158760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2158762.500000 Penalty: 4823.401367
	Iteration 62Q: 3 clusters Score -2158762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2158759.000000 Penalty: 4823.401367
	Iteration 63Q: 3 clusters Score -2158759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2158758.000000 Penalty: 4823.401367
	Iteration 64Q: 3 clusters Score -2158758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2158757.250000 Penalty: 4823.401367
	Iteration 65Q: 3 clusters Score -2158757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2158754.000000 Penalty: 4823.401367
	Iteration 66Q: 3 clusters Score -2158754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2158756.500000 Penalty: 4823.401367
	Iteration 67Q: 3 clusters Score -2158756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2158755.500000 Penalty: 4823.401367
	Iteration 68Q: 3 clusters Score -2158756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4823.401367
	Iteration 69Q: 3 clusters Score -2158759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4823.401367
	Iteration 70F: 3 clusters Score -2158759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -424202.687500 Penalty: 1995.146729
	Iteration 0F: 2 clusters Score -424202.7 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 1532 members 
Entering Unmasked Estep 
Score: -420861.937500 Penalty: 3990.293457
	Iteration 0F: 3 clusters Score -420861.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -421517.125000 Penalty: 3990.293457
	Iteration 1F: 3 clusters Score -421517.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -421663.750000 Penalty: 3990.293457
	Iteration 2F: 3 clusters Score -421663.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -421751.062500 Penalty: 3990.293457
	Iteration 3Q: 3 clusters Score -421751.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -421808.375000 Penalty: 3990.293457
	Iteration 4Q: 3 clusters Score -421808.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -421847.343750 Penalty: 3990.293457
	Iteration 5Q: 3 clusters Score -421847.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -421880.562500 Penalty: 3990.293457
	Iteration 6Q: 3 clusters Score -421880.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -421904.156250 Penalty: 3990.293457
	Iteration 7Q: 3 clusters Score -421904.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -421917.062500 Penalty: 3990.293457
	Iteration 8Q: 3 clusters Score -421917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -421922.406250 Penalty: 3990.293457
	Iteration 9Q: 3 clusters Score -421922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -421928.562500 Penalty: 3990.293457
	Iteration 10Q: 3 clusters Score -421928.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -421936.375000 Penalty: 3990.293457
	Iteration 11Q: 3 clusters Score -421936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -421942.531250 Penalty: 3990.293457
	Iteration 12Q: 3 clusters Score -421942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -421949.781250 Penalty: 3990.293457
	Iteration 13Q: 3 clusters Score -421949.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -421958.468750 Penalty: 3990.293457
	Iteration 14Q: 3 clusters Score -421958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -421965.000000 Penalty: 3990.293457
	Iteration 15Q: 3 clusters Score -421965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -421968.562500 Penalty: 3990.293457
	Iteration 16Q: 3 clusters Score -421968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -421971.906250 Penalty: 3990.293457
	Iteration 17Q: 3 clusters Score -421971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -421976.937500 Penalty: 3990.293457
	Iteration 18Q: 3 clusters Score -421976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -421980.437500 Penalty: 3990.293457
	Iteration 19Q: 3 clusters Score -421980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -421984.000000 Penalty: 3990.293457
	Iteration 20F: 3 clusters Score -421984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -421988.812500 Penalty: 3990.293457
	Iteration 21Q: 3 clusters Score -421988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -421990.906250 Penalty: 3990.293457
	Iteration 22Q: 3 clusters Score -421990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -421992.375000 Penalty: 3990.293457
	Iteration 23Q: 3 clusters Score -421992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -421993.250000 Penalty: 3990.293457
	Iteration 24Q: 3 clusters Score -421993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -421994.531250 Penalty: 3990.293457
	Iteration 25Q: 3 clusters Score -421994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -421994.843750 Penalty: 3990.293457
	Iteration 26Q: 3 clusters Score -421994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -421996.343750 Penalty: 3990.293457
	Iteration 27Q: 3 clusters Score -421996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -421997.656250 Penalty: 3990.293457
	Iteration 28Q: 3 clusters Score -421997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -421999.875000 Penalty: 3990.293457
	Iteration 29Q: 3 clusters Score -421999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -422001.531250 Penalty: 3990.293457
	Iteration 30Q: 3 clusters Score -422001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -422001.593750 Penalty: 3990.293457
	Iteration 31Q: 3 clusters Score -422001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -422004.187500 Penalty: 3990.293457
	Iteration 32Q: 3 clusters Score -422004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -422004.656250 Penalty: 3990.293457
	Iteration 33Q: 3 clusters Score -422004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -422006.750000 Penalty: 3990.293457
	Iteration 34Q: 3 clusters Score -422006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -422007.906250 Penalty: 3990.293457
	Iteration 35Q: 3 clusters Score -422007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -422009.500000 Penalty: 3990.293457
	Iteration 36Q: 3 clusters Score -422009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -422010.750000 Penalty: 3990.293457
	Iteration 37Q: 3 clusters Score -422010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -422010.750000 Penalty: 3990.293457
	Iteration 38F: 3 clusters Score -422010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Entering Unmasked Estep 
Score: -19137820.000000 Penalty: 2940.491455
	Iteration 0F: 2 clusters Score -1.913782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -19043974.000000 Penalty: 5880.982910
	Iteration 0F: 3 clusters Score -1.904397e+07 nChanged 67249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -19084450.000000 Penalty: 5880.982910
	Iteration 1F: 3 clusters Score -1.908445e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -19087522.000000 Penalty: 5880.982910
	Iteration 2Q: 3 clusters Score -1.908752e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -19092676.000000 Penalty: 5880.982910
	Iteration 3F: 3 clusters Score -1.909268e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -19100988.000000 Penalty: 5880.982910
	Iteration 4F: 3 clusters Score -1.910099e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -19111710.000000 Penalty: 5880.982910
	Iteration 5F: 3 clusters Score -1.911171e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -19122542.000000 Penalty: 5880.982910
	Iteration 6F: 3 clusters Score -1.912254e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -19129680.000000 Penalty: 5880.982910
	Iteration 7F: 3 clusters Score -1.912968e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -19133146.000000 Penalty: 5880.982910
	Iteration 8Q: 3 clusters Score -1.913315e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -19134416.000000 Penalty: 5880.982910
	Iteration 9Q: 3 clusters Score -1.913442e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -19134882.000000 Penalty: 5880.982910
	Iteration 10Q: 3 clusters Score -1.913488e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -19135072.000000 Penalty: 5880.982910
	Iteration 11Q: 3 clusters Score -1.913507e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 140492 members 
Entering Unmasked Estep 
Score: -19135174.000000 Penalty: 5880.982910
	Iteration 12Q: 3 clusters Score -1.913517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -19135222.000000 Penalty: 5880.982910
	Iteration 13Q: 3 clusters Score -1.913522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -19135268.000000 Penalty: 5880.982910
	Iteration 14Q: 3 clusters Score -1.913527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 140564 members 
Entering Unmasked Estep 
Score: -19135294.000000 Penalty: 5880.982910
	Iteration 15Q: 3 clusters Score -1.913529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -19135296.000000 Penalty: 5880.982910
	Iteration 16Q: 3 clusters Score -1.91353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -19135322.000000 Penalty: 5880.982910
	Iteration 17Q: 3 clusters Score -1.913532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 140574 members 
Entering Unmasked Estep 
Score: -19135344.000000 Penalty: 5880.982910
	Iteration 18Q: 3 clusters Score -1.913534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 140578 members 
Entering Unmasked Estep 
Score: -19135364.000000 Penalty: 5880.982910
	Iteration 19Q: 3 clusters Score -1.913536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 140578 members 
Entering Unmasked Estep 
Score: -19135372.000000 Penalty: 5880.982910
	Iteration 20F: 3 clusters Score -1.913537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -19135384.000000 Penalty: 5880.982910
	Iteration 21Q: 3 clusters Score -1.913538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -19135378.000000 Penalty: 5880.982910
	Iteration 22Q: 3 clusters Score -1.913538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -19135380.000000 Penalty: 5880.982910
	Iteration 23Q: 3 clusters Score -1.913538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -19135388.000000 Penalty: 5880.982910
	Iteration 24Q: 3 clusters Score -1.913539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -19135396.000000 Penalty: 5880.982910
	Iteration 25Q: 3 clusters Score -1.91354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140598 members 
Entering Unmasked Estep 
Score: -19135412.000000 Penalty: 5880.982910
	Iteration 26Q: 3 clusters Score -1.913541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -19135406.000000 Penalty: 5880.982910
	Iteration 27Q: 3 clusters Score -1.913541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 140602 members 
Entering Unmasked Estep 
Score: -19135404.000000 Penalty: 5880.982910
	Iteration 28Q: 3 clusters Score -1.91354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -19135412.000000 Penalty: 5880.982910
	Iteration 29Q: 3 clusters Score -1.913541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -19135412.000000 Penalty: 5880.982910
	Iteration 30Q: 3 clusters Score -1.913541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 140602 members 
Entering Unmasked Estep 
Score: -19135410.000000 Penalty: 5880.982910
	Iteration 31Q: 3 clusters Score -1.913541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 140604 members 
Entering Unmasked Estep 
Score: -19135424.000000 Penalty: 5880.982910
	Iteration 32Q: 3 clusters Score -1.913542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 140604 members 
Entering Unmasked Estep 
Score: -19135424.000000 Penalty: 5880.982910
	Iteration 33F: 3 clusters Score -1.913542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Entering Unmasked Estep 
Score: -5914368.500000 Penalty: 2648.254395
	Iteration 0F: 2 clusters Score -5914368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5885084.000000 Penalty: 5296.508789
	Iteration 0F: 3 clusters Score -5885084 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -5896172.000000 Penalty: 5296.508789
	Iteration 1F: 3 clusters Score -5896172 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5896780.000000 Penalty: 5296.508789
	Iteration 2Q: 3 clusters Score -5896780 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5897365.500000 Penalty: 5296.508789
	Iteration 3Q: 3 clusters Score -5897366 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5898063.000000 Penalty: 5296.508789
	Iteration 4Q: 3 clusters Score -5898063 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5898823.000000 Penalty: 5296.508789
	Iteration 5Q: 3 clusters Score -5898823 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -5899601.000000 Penalty: 5296.508789
	Iteration 6Q: 3 clusters Score -5899601 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5900678.500000 Penalty: 5296.508789
	Iteration 7Q: 3 clusters Score -5900678 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5901858.500000 Penalty: 5296.508789
	Iteration 8Q: 3 clusters Score -5901858 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5903157.500000 Penalty: 5296.508789
	Iteration 9Q: 3 clusters Score -5903158 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5904588.000000 Penalty: 5296.508789
	Iteration 10Q: 3 clusters Score -5904588 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5905675.000000 Penalty: 5296.508789
	Iteration 11Q: 3 clusters Score -5905675 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5906475.500000 Penalty: 5296.508789
	Iteration 12Q: 3 clusters Score -5906476 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5906993.500000 Penalty: 5296.508789
	Iteration 13Q: 3 clusters Score -5906994 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5907418.500000 Penalty: 5296.508789
	Iteration 14Q: 3 clusters Score -5907418 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5907726.000000 Penalty: 5296.508789
	Iteration 15Q: 3 clusters Score -5907726 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -5908002.500000 Penalty: 5296.508789
	Iteration 16Q: 3 clusters Score -5908002 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5908275.000000 Penalty: 5296.508789
	Iteration 17Q: 3 clusters Score -5908275 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5908549.500000 Penalty: 5296.508789
	Iteration 18Q: 3 clusters Score -5908550 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5908874.000000 Penalty: 5296.508789
	Iteration 19Q: 3 clusters Score -5908874 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5909152.500000 Penalty: 5296.508789
	Iteration 20F: 3 clusters Score -5909152 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5909490.000000 Penalty: 5296.508789
	Iteration 21Q: 3 clusters Score -5909490 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5909847.000000 Penalty: 5296.508789
	Iteration 22Q: 3 clusters Score -5909847 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5910140.000000 Penalty: 5296.508789
	Iteration 23Q: 3 clusters Score -5910140 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -5910454.000000 Penalty: 5296.508789
	Iteration 24Q: 3 clusters Score -5910454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5910757.000000 Penalty: 5296.508789
	Iteration 25Q: 3 clusters Score -5910757 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5911024.500000 Penalty: 5296.508789
	Iteration 26Q: 3 clusters Score -5911024 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5911231.500000 Penalty: 5296.508789
	Iteration 27Q: 3 clusters Score -5911232 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5911410.500000 Penalty: 5296.508789
	Iteration 28Q: 3 clusters Score -5911410 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5911545.500000 Penalty: 5296.508789
	Iteration 29Q: 3 clusters Score -5911546 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5911660.500000 Penalty: 5296.508789
	Iteration 30Q: 3 clusters Score -5911660 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5911737.000000 Penalty: 5296.508789
	Iteration 31Q: 3 clusters Score -5911737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5911784.000000 Penalty: 5296.508789
	Iteration 32Q: 3 clusters Score -5911784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5911854.000000 Penalty: 5296.508789
	Iteration 33Q: 3 clusters Score -5911854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -5911899.500000 Penalty: 5296.508789
	Iteration 34Q: 3 clusters Score -5911900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5911934.000000 Penalty: 5296.508789
	Iteration 35Q: 3 clusters Score -5911934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5911955.500000 Penalty: 5296.508789
	Iteration 36Q: 3 clusters Score -5911956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5911990.000000 Penalty: 5296.508789
	Iteration 37Q: 3 clusters Score -5911990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5912000.500000 Penalty: 5296.508789
	Iteration 38Q: 3 clusters Score -5912000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5912023.500000 Penalty: 5296.508789
	Iteration 39Q: 3 clusters Score -5912024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5912038.000000 Penalty: 5296.508789
	Iteration 40F: 3 clusters Score -5912038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -5912054.500000 Penalty: 5296.508789
	Iteration 41Q: 3 clusters Score -5912054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5912066.000000 Penalty: 5296.508789
	Iteration 42Q: 3 clusters Score -5912066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5912075.500000 Penalty: 5296.508789
	Iteration 43Q: 3 clusters Score -5912076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5912088.500000 Penalty: 5296.508789
	Iteration 44Q: 3 clusters Score -5912088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5912092.000000 Penalty: 5296.508789
	Iteration 45Q: 3 clusters Score -5912092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -5912096.500000 Penalty: 5296.508789
	Iteration 46Q: 3 clusters Score -5912096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -5912098.000000 Penalty: 5296.508789
	Iteration 47Q: 3 clusters Score -5912098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5912101.000000 Penalty: 5296.508789
	Iteration 48Q: 3 clusters Score -5912101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5912095.500000 Penalty: 5296.508789
	Iteration 49Q: 3 clusters Score -5912096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5912096.500000 Penalty: 5296.508789
	Iteration 50Q: 3 clusters Score -5912096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -5912096.500000 Penalty: 5296.508789
	Iteration 51Q: 3 clusters Score -5912096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5912096.500000 Penalty: 5296.508789
	Iteration 52Q: 3 clusters Score -5912096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -5912099.500000 Penalty: 5296.508789
	Iteration 53Q: 3 clusters Score -5912100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5912105.000000 Penalty: 5296.508789
	Iteration 54Q: 3 clusters Score -5912105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5912107.000000 Penalty: 5296.508789
	Iteration 55Q: 3 clusters Score -5912107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -5912107.000000 Penalty: 5296.508789
	Iteration 56Q: 3 clusters Score -5912107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5912111.500000 Penalty: 5296.508789
	Iteration 57Q: 3 clusters Score -5912112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -5912110.500000 Penalty: 5296.508789
	Iteration 58Q: 3 clusters Score -5912110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5912111.000000 Penalty: 5296.508789
	Iteration 59Q: 3 clusters Score -5912111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5912111.000000 Penalty: 5296.508789
	Iteration 60F: 3 clusters Score -5912111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -174725.578125 Penalty: 1777.998779
	Iteration 0F: 2 clusters Score -174725.6 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 667 members 
Entering Unmasked Estep 
Score: -172538.578125 Penalty: 3555.997559
	Iteration 0F: 3 clusters Score -172538.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172834.484375 Penalty: 3555.997559
	Iteration 1F: 3 clusters Score -172834.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -172916.562500 Penalty: 3555.997559
	Iteration 2F: 3 clusters Score -172916.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172960.281250 Penalty: 3555.997559
	Iteration 3Q: 3 clusters Score -172960.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172982.609375 Penalty: 3555.997559
	Iteration 4Q: 3 clusters Score -172982.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172998.500000 Penalty: 3555.997559
	Iteration 5Q: 3 clusters Score -172998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173014.125000 Penalty: 3555.997559
	Iteration 6Q: 3 clusters Score -173014.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -173028.125000 Penalty: 3555.997559
	Iteration 7Q: 3 clusters Score -173028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173036.343750 Penalty: 3555.997559
	Iteration 8Q: 3 clusters Score -173036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -173040.953125 Penalty: 3555.997559
	Iteration 9Q: 3 clusters Score -173041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173047.984375 Penalty: 3555.997559
	Iteration 10Q: 3 clusters Score -173048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -173059.468750 Penalty: 3555.997559
	Iteration 11Q: 3 clusters Score -173059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -173070.093750 Penalty: 3555.997559
	Iteration 12Q: 3 clusters Score -173070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -173079.015625 Penalty: 3555.997559
	Iteration 13Q: 3 clusters Score -173079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -173085.625000 Penalty: 3555.997559
	Iteration 14Q: 3 clusters Score -173085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -173091.500000 Penalty: 3555.997559
	Iteration 15Q: 3 clusters Score -173091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -173094.453125 Penalty: 3555.997559
	Iteration 16Q: 3 clusters Score -173094.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -173094.453125 Penalty: 3555.997559
	Iteration 17F: 3 clusters Score -173094.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Entering Unmasked Estep 
Score: -4100899.250000 Penalty: 2568.901367
	Iteration 0F: 2 clusters Score -4100899 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 15628 members 
Entering Unmasked Estep 
Score: -4079426.000000 Penalty: 5137.802734
	Iteration 0F: 3 clusters Score -4079426 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4087224.250000 Penalty: 5137.802734
	Iteration 1F: 3 clusters Score -4087224 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4087963.000000 Penalty: 5137.802734
	Iteration 2F: 3 clusters Score -4087963 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4088923.000000 Penalty: 5137.802734
	Iteration 3F: 3 clusters Score -4088923 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4090222.000000 Penalty: 5137.802734
	Iteration 4F: 3 clusters Score -4090222 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4091967.750000 Penalty: 5137.802734
	Iteration 5F: 3 clusters Score -4091968 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4093882.750000 Penalty: 5137.802734
	Iteration 6F: 3 clusters Score -4093883 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4095635.250000 Penalty: 5137.802734
	Iteration 7F: 3 clusters Score -4095635 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4097200.750000 Penalty: 5137.802734
	Iteration 8F: 3 clusters Score -4097201 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4098322.000000 Penalty: 5137.802734
	Iteration 9Q: 3 clusters Score -4098322 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4098880.750000 Penalty: 5137.802734
	Iteration 10Q: 3 clusters Score -4098881 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4099142.250000 Penalty: 5137.802734
	Iteration 11Q: 3 clusters Score -4099142 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4099313.500000 Penalty: 5137.802734
	Iteration 12Q: 3 clusters Score -4099314 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4099409.750000 Penalty: 5137.802734
	Iteration 13Q: 3 clusters Score -4099410 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4099474.000000 Penalty: 5137.802734
	Iteration 14Q: 3 clusters Score -4099474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4099537.000000 Penalty: 5137.802734
	Iteration 15Q: 3 clusters Score -4099537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4099564.500000 Penalty: 5137.802734
	Iteration 16Q: 3 clusters Score -4099564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4099604.000000 Penalty: 5137.802734
	Iteration 17Q: 3 clusters Score -4099604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4099631.750000 Penalty: 5137.802734
	Iteration 18Q: 3 clusters Score -4099632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4099668.250000 Penalty: 5137.802734
	Iteration 19Q: 3 clusters Score -4099668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4099677.000000 Penalty: 5137.802734
	Iteration 20F: 3 clusters Score -4099677 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4099694.250000 Penalty: 5137.802734
	Iteration 21Q: 3 clusters Score -4099694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4099709.500000 Penalty: 5137.802734
	Iteration 22Q: 3 clusters Score -4099710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4099706.750000 Penalty: 5137.802734
	Iteration 23Q: 3 clusters Score -4099707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4099722.250000 Penalty: 5137.802734
	Iteration 24Q: 3 clusters Score -4099722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4099729.000000 Penalty: 5137.802734
	Iteration 25Q: 3 clusters Score -4099729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4099738.750000 Penalty: 5137.802734
	Iteration 26Q: 3 clusters Score -4099739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4099753.750000 Penalty: 5137.802734
	Iteration 27Q: 3 clusters Score -4099754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4099750.500000 Penalty: 5137.802734
	Iteration 28Q: 3 clusters Score -4099750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4099748.750000 Penalty: 5137.802734
	Iteration 29Q: 3 clusters Score -4099749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4099750.500000 Penalty: 5137.802734
	Iteration 30Q: 3 clusters Score -4099750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4099763.250000 Penalty: 5137.802734
	Iteration 31Q: 3 clusters Score -4099763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4099773.750000 Penalty: 5137.802734
	Iteration 32Q: 3 clusters Score -4099774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4099781.500000 Penalty: 5137.802734
	Iteration 33Q: 3 clusters Score -4099782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4099780.250000 Penalty: 5137.802734
	Iteration 34Q: 3 clusters Score -4099780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4099784.000000 Penalty: 5137.802734
	Iteration 35Q: 3 clusters Score -4099784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4099782.750000 Penalty: 5137.802734
	Iteration 36Q: 3 clusters Score -4099783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4099779.250000 Penalty: 5137.802734
	Iteration 37Q: 3 clusters Score -4099779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4099782.000000 Penalty: 5137.802734
	Iteration 38Q: 3 clusters Score -4099782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4099782.000000 Penalty: 5137.802734
	Iteration 39Q: 3 clusters Score -4099782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4099788.250000 Penalty: 5137.802734
	Iteration 40F: 3 clusters Score -4099788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4099785.250000 Penalty: 5137.802734
	Iteration 41Q: 3 clusters Score -4099785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4099784.000000 Penalty: 5137.802734
	Iteration 42Q: 3 clusters Score -4099784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4099796.250000 Penalty: 5137.802734
	Iteration 43Q: 3 clusters Score -4099796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4099801.000000 Penalty: 5137.802734
	Iteration 44Q: 3 clusters Score -4099801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4099798.250000 Penalty: 5137.802734
	Iteration 45Q: 3 clusters Score -4099798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4099799.000000 Penalty: 5137.802734
	Iteration 46Q: 3 clusters Score -4099799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4099798.000000 Penalty: 5137.802734
	Iteration 47Q: 3 clusters Score -4099798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4099805.750000 Penalty: 5137.802734
	Iteration 48Q: 3 clusters Score -4099806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4099798.750000 Penalty: 5137.802734
	Iteration 49Q: 3 clusters Score -4099799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4099805.750000 Penalty: 5137.802734
	Iteration 50Q: 3 clusters Score -4099806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4099805.000000 Penalty: 5137.802734
	Iteration 51Q: 3 clusters Score -4099805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4099810.750000 Penalty: 5137.802734
	Iteration 52Q: 3 clusters Score -4099811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4099818.000000 Penalty: 5137.802734
	Iteration 53Q: 3 clusters Score -4099818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4099814.000000 Penalty: 5137.802734
	Iteration 54Q: 3 clusters Score -4099814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4099813.000000 Penalty: 5137.802734
	Iteration 55Q: 3 clusters Score -4099813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4099816.250000 Penalty: 5137.802734
	Iteration 56Q: 3 clusters Score -4099816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4099818.500000 Penalty: 5137.802734
	Iteration 57Q: 3 clusters Score -4099818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4099819.000000 Penalty: 5137.802734
	Iteration 58Q: 3 clusters Score -4099819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4099818.750000 Penalty: 5137.802734
	Iteration 59Q: 3 clusters Score -4099819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4099818.750000 Penalty: 5137.802734
	Iteration 60F: 3 clusters Score -4099819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -1209228.125000 Penalty: 2272.121582
	Iteration 0F: 2 clusters Score -1209228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1201850.250000 Penalty: 4544.243164
	Iteration 0F: 3 clusters Score -1201850 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1203967.125000 Penalty: 4544.243164
	Iteration 1F: 3 clusters Score -1203967 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1204224.000000 Penalty: 4544.243164
	Iteration 2F: 3 clusters Score -1204224 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1204409.875000 Penalty: 4544.243164
	Iteration 3Q: 3 clusters Score -1204410 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1204551.125000 Penalty: 4544.243164
	Iteration 4Q: 3 clusters Score -1204551 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1204682.625000 Penalty: 4544.243164
	Iteration 5Q: 3 clusters Score -1204683 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1204811.500000 Penalty: 4544.243164
	Iteration 6Q: 3 clusters Score -1204812 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1204930.250000 Penalty: 4544.243164
	Iteration 7Q: 3 clusters Score -1204930 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1205069.125000 Penalty: 4544.243164
	Iteration 8Q: 3 clusters Score -1205069 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1205192.375000 Penalty: 4544.243164
	Iteration 9Q: 3 clusters Score -1205192 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1205306.250000 Penalty: 4544.243164
	Iteration 10Q: 3 clusters Score -1205306 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1205415.750000 Penalty: 4544.243164
	Iteration 11Q: 3 clusters Score -1205416 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1205543.375000 Penalty: 4544.243164
	Iteration 12Q: 3 clusters Score -1205543 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1205673.625000 Penalty: 4544.243164
	Iteration 13Q: 3 clusters Score -1205674 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1205818.375000 Penalty: 4544.243164
	Iteration 14Q: 3 clusters Score -1205818 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1205957.000000 Penalty: 4544.243164
	Iteration 15Q: 3 clusters Score -1205957 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1206103.250000 Penalty: 4544.243164
	Iteration 16Q: 3 clusters Score -1206103 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1206245.625000 Penalty: 4544.243164
	Iteration 17Q: 3 clusters Score -1206246 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1206426.125000 Penalty: 4544.243164
	Iteration 18Q: 3 clusters Score -1206426 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1206573.125000 Penalty: 4544.243164
	Iteration 19Q: 3 clusters Score -1206573 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1206689.000000 Penalty: 4544.243164
	Iteration 20F: 3 clusters Score -1206689 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1206797.375000 Penalty: 4544.243164
	Iteration 21Q: 3 clusters Score -1206797 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1206879.750000 Penalty: 4544.243164
	Iteration 22Q: 3 clusters Score -1206880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1206949.375000 Penalty: 4544.243164
	Iteration 23Q: 3 clusters Score -1206949 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1207018.750000 Penalty: 4544.243164
	Iteration 24Q: 3 clusters Score -1207019 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1207071.625000 Penalty: 4544.243164
	Iteration 25Q: 3 clusters Score -1207072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1207123.375000 Penalty: 4544.243164
	Iteration 26Q: 3 clusters Score -1207123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1207157.250000 Penalty: 4544.243164
	Iteration 27Q: 3 clusters Score -1207157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1207178.875000 Penalty: 4544.243164
	Iteration 28Q: 3 clusters Score -1207179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1207201.625000 Penalty: 4544.243164
	Iteration 29Q: 3 clusters Score -1207202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1207218.375000 Penalty: 4544.243164
	Iteration 30Q: 3 clusters Score -1207218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1207233.375000 Penalty: 4544.243164
	Iteration 31Q: 3 clusters Score -1207233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1207248.375000 Penalty: 4544.243164
	Iteration 32Q: 3 clusters Score -1207248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1207256.375000 Penalty: 4544.243164
	Iteration 33Q: 3 clusters Score -1207256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1207263.750000 Penalty: 4544.243164
	Iteration 34Q: 3 clusters Score -1207264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1207276.500000 Penalty: 4544.243164
	Iteration 35Q: 3 clusters Score -1207276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1207288.000000 Penalty: 4544.243164
	Iteration 36Q: 3 clusters Score -1207288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1207303.750000 Penalty: 4544.243164
	Iteration 37Q: 3 clusters Score -1207304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1207309.875000 Penalty: 4544.243164
	Iteration 38Q: 3 clusters Score -1207310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1207318.000000 Penalty: 4544.243164
	Iteration 39Q: 3 clusters Score -1207318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1207321.250000 Penalty: 4544.243164
	Iteration 40F: 3 clusters Score -1207321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1207322.750000 Penalty: 4544.243164
	Iteration 41Q: 3 clusters Score -1207323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1207323.500000 Penalty: 4544.243164
	Iteration 42Q: 3 clusters Score -1207324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1207324.875000 Penalty: 4544.243164
	Iteration 43Q: 3 clusters Score -1207325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1207324.875000 Penalty: 4544.243164
	Iteration 44Q: 3 clusters Score -1207325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1207328.750000 Penalty: 4544.243164
	Iteration 45Q: 3 clusters Score -1207329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1207332.625000 Penalty: 4544.243164
	Iteration 46Q: 3 clusters Score -1207333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1207332.250000 Penalty: 4544.243164
	Iteration 47Q: 3 clusters Score -1207332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1207333.875000 Penalty: 4544.243164
	Iteration 48Q: 3 clusters Score -1207334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1207334.500000 Penalty: 4544.243164
	Iteration 49Q: 3 clusters Score -1207334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1207337.250000 Penalty: 4544.243164
	Iteration 50Q: 3 clusters Score -1207337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1207340.750000 Penalty: 4544.243164
	Iteration 51Q: 3 clusters Score -1207341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1207341.625000 Penalty: 4544.243164
	Iteration 52Q: 3 clusters Score -1207342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1207341.125000 Penalty: 4544.243164
	Iteration 53Q: 3 clusters Score -1207341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1207344.500000 Penalty: 4544.243164
	Iteration 54Q: 3 clusters Score -1207344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1207346.625000 Penalty: 4544.243164
	Iteration 55Q: 3 clusters Score -1207347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1207347.875000 Penalty: 4544.243164
	Iteration 56Q: 3 clusters Score -1207348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1207350.625000 Penalty: 4544.243164
	Iteration 57Q: 3 clusters Score -1207351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1207351.875000 Penalty: 4544.243164
	Iteration 58Q: 3 clusters Score -1207352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1207355.375000 Penalty: 4544.243164
	Iteration 59Q: 3 clusters Score -1207355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1207358.000000 Penalty: 4544.243164
	Iteration 60F: 3 clusters Score -1207358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1207357.500000 Penalty: 4544.243164
	Iteration 61Q: 3 clusters Score -1207358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1207358.500000 Penalty: 4544.243164
	Iteration 62Q: 3 clusters Score -1207358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1207361.250000 Penalty: 4544.243164
	Iteration 63Q: 3 clusters Score -1207361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1207361.250000 Penalty: 4544.243164
	Iteration 64F: 3 clusters Score -1207361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Entering Unmasked Estep 
Score: -3072255.750000 Penalty: 2484.214600
	Iteration 0F: 2 clusters Score -3072256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3056451.750000 Penalty: 4968.429199
	Iteration 0F: 3 clusters Score -3056452 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3061918.250000 Penalty: 4968.429199
	Iteration 1F: 3 clusters Score -3061918 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3062297.000000 Penalty: 4968.429199
	Iteration 2F: 3 clusters Score -3062297 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3062556.250000 Penalty: 4968.429199
	Iteration 3Q: 3 clusters Score -3062556 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3062747.250000 Penalty: 4968.429199
	Iteration 4Q: 3 clusters Score -3062747 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3062873.250000 Penalty: 4968.429199
	Iteration 5Q: 3 clusters Score -3062873 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3063011.000000 Penalty: 4968.429199
	Iteration 6Q: 3 clusters Score -3063011 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3063138.750000 Penalty: 4968.429199
	Iteration 7Q: 3 clusters Score -3063139 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3063271.000000 Penalty: 4968.429199
	Iteration 8Q: 3 clusters Score -3063271 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3063426.000000 Penalty: 4968.429199
	Iteration 9Q: 3 clusters Score -3063426 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3063633.500000 Penalty: 4968.429199
	Iteration 10Q: 3 clusters Score -3063634 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3063901.000000 Penalty: 4968.429199
	Iteration 11Q: 3 clusters Score -3063901 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3064262.250000 Penalty: 4968.429199
	Iteration 12Q: 3 clusters Score -3064262 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3064790.250000 Penalty: 4968.429199
	Iteration 13Q: 3 clusters Score -3064790 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3065461.750000 Penalty: 4968.429199
	Iteration 14Q: 3 clusters Score -3065462 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3066152.250000 Penalty: 4968.429199
	Iteration 15Q: 3 clusters Score -3066152 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3066836.750000 Penalty: 4968.429199
	Iteration 16Q: 3 clusters Score -3066837 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3067435.250000 Penalty: 4968.429199
	Iteration 17Q: 3 clusters Score -3067435 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3067974.750000 Penalty: 4968.429199
	Iteration 18Q: 3 clusters Score -3067975 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3068408.500000 Penalty: 4968.429199
	Iteration 19Q: 3 clusters Score -3068408 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3068730.000000 Penalty: 4968.429199
	Iteration 20F: 3 clusters Score -3068730 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3068988.500000 Penalty: 4968.429199
	Iteration 21Q: 3 clusters Score -3068988 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3069199.750000 Penalty: 4968.429199
	Iteration 22Q: 3 clusters Score -3069200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3069376.750000 Penalty: 4968.429199
	Iteration 23Q: 3 clusters Score -3069377 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3069511.500000 Penalty: 4968.429199
	Iteration 24Q: 3 clusters Score -3069512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3069632.750000 Penalty: 4968.429199
	Iteration 25Q: 3 clusters Score -3069633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3069723.500000 Penalty: 4968.429199
	Iteration 26Q: 3 clusters Score -3069724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3069807.500000 Penalty: 4968.429199
	Iteration 27Q: 3 clusters Score -3069808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3069863.750000 Penalty: 4968.429199
	Iteration 28Q: 3 clusters Score -3069864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3069913.500000 Penalty: 4968.429199
	Iteration 29Q: 3 clusters Score -3069914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3069954.750000 Penalty: 4968.429199
	Iteration 30Q: 3 clusters Score -3069955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3069988.750000 Penalty: 4968.429199
	Iteration 31Q: 3 clusters Score -3069989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3070018.250000 Penalty: 4968.429199
	Iteration 32Q: 3 clusters Score -3070018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3070038.750000 Penalty: 4968.429199
	Iteration 33Q: 3 clusters Score -3070039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3070049.000000 Penalty: 4968.429199
	Iteration 34Q: 3 clusters Score -3070049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3070058.000000 Penalty: 4968.429199
	Iteration 35Q: 3 clusters Score -3070058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3070065.000000 Penalty: 4968.429199
	Iteration 36Q: 3 clusters Score -3070065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3070066.500000 Penalty: 4968.429199
	Iteration 37Q: 3 clusters Score -3070066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3070069.750000 Penalty: 4968.429199
	Iteration 38Q: 3 clusters Score -3070070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3070070.250000 Penalty: 4968.429199
	Iteration 39Q: 3 clusters Score -3070070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3070071.750000 Penalty: 4968.429199
	Iteration 40F: 3 clusters Score -3070072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3070071.750000 Penalty: 4968.429199
	Iteration 41Q: 3 clusters Score -3070072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3070073.750000 Penalty: 4968.429199
	Iteration 42Q: 3 clusters Score -3070074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3070074.500000 Penalty: 4968.429199
	Iteration 43Q: 3 clusters Score -3070074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3070078.000000 Penalty: 4968.429199
	Iteration 44Q: 3 clusters Score -3070078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3070078.500000 Penalty: 4968.429199
	Iteration 45Q: 3 clusters Score -3070078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3070078.500000 Penalty: 4968.429199
	Iteration 46F: 3 clusters Score -3070078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (173452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173452 members 
Entering Unmasked Estep 
Score: -23475694.000000 Penalty: 2991.786621
	Iteration 0F: 2 clusters Score -2.347569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -23360784.000000 Penalty: 5983.573242
	Iteration 0F: 3 clusters Score -2.336078e+07 nChanged 83560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -23409516.000000 Penalty: 5983.573242
	Iteration 1F: 3 clusters Score -2.340952e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -23410380.000000 Penalty: 5983.573242
	Iteration 2Q: 3 clusters Score -2.341038e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -23411720.000000 Penalty: 5983.573242
	Iteration 3Q: 3 clusters Score -2.341172e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -23412858.000000 Penalty: 5983.573242
	Iteration 4Q: 3 clusters Score -2.341286e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -23414936.000000 Penalty: 5983.573242
	Iteration 5Q: 3 clusters Score -2.341494e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -23418576.000000 Penalty: 5983.573242
	Iteration 6Q: 3 clusters Score -2.341858e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -23424302.000000 Penalty: 5983.573242
	Iteration 7F: 3 clusters Score -2.34243e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -23432868.000000 Penalty: 5983.573242
	Iteration 8F: 3 clusters Score -2.343287e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133398 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -23443448.000000 Penalty: 5983.573242
	Iteration 9F: 3 clusters Score -2.344345e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143578 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -23453072.000000 Penalty: 5983.573242
	Iteration 10F: 3 clusters Score -2.345307e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -23460022.000000 Penalty: 5983.573242
	Iteration 11Q: 3 clusters Score -2.346002e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155997 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -23464320.000000 Penalty: 5983.573242
	Iteration 12Q: 3 clusters Score -2.346432e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159731 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -23466916.000000 Penalty: 5983.573242
	Iteration 13Q: 3 clusters Score -2.346692e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -23468642.000000 Penalty: 5983.573242
	Iteration 14Q: 3 clusters Score -2.346864e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -23469862.000000 Penalty: 5983.573242
	Iteration 15Q: 3 clusters Score -2.346986e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -23470788.000000 Penalty: 5983.573242
	Iteration 16Q: 3 clusters Score -2.347079e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -23471578.000000 Penalty: 5983.573242
	Iteration 17Q: 3 clusters Score -2.347158e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169494 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -23472124.000000 Penalty: 5983.573242
	Iteration 18Q: 3 clusters Score -2.347212e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -23472402.000000 Penalty: 5983.573242
	Iteration 19Q: 3 clusters Score -2.34724e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -23472668.000000 Penalty: 5983.573242
	Iteration 20F: 3 clusters Score -2.347267e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -23472840.000000 Penalty: 5983.573242
	Iteration 21Q: 3 clusters Score -2.347284e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23472986.000000 Penalty: 5983.573242
	Iteration 22Q: 3 clusters Score -2.347299e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171956 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -23473052.000000 Penalty: 5983.573242
	Iteration 23Q: 3 clusters Score -2.347305e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -23473192.000000 Penalty: 5983.573242
	Iteration 24Q: 3 clusters Score -2.347319e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172247 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -23473240.000000 Penalty: 5983.573242
	Iteration 25Q: 3 clusters Score -2.347324e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172340 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23473218.000000 Penalty: 5983.573242
	Iteration 26Q: 3 clusters Score -2.347322e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23473254.000000 Penalty: 5983.573242
	Iteration 27Q: 3 clusters Score -2.347325e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -23473300.000000 Penalty: 5983.573242
	Iteration 28Q: 3 clusters Score -2.34733e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23473320.000000 Penalty: 5983.573242
	Iteration 29Q: 3 clusters Score -2.347332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23473330.000000 Penalty: 5983.573242
	Iteration 30Q: 3 clusters Score -2.347333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -23473388.000000 Penalty: 5983.573242
	Iteration 31Q: 3 clusters Score -2.347339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23473366.000000 Penalty: 5983.573242
	Iteration 32Q: 3 clusters Score -2.347337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -23473396.000000 Penalty: 5983.573242
	Iteration 33Q: 3 clusters Score -2.34734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -23473404.000000 Penalty: 5983.573242
	Iteration 34Q: 3 clusters Score -2.34734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -23473394.000000 Penalty: 5983.573242
	Iteration 35Q: 3 clusters Score -2.347339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172573 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -23473402.000000 Penalty: 5983.573242
	Iteration 36Q: 3 clusters Score -2.34734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172580 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -23473414.000000 Penalty: 5983.573242
	Iteration 37Q: 3 clusters Score -2.347341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23473418.000000 Penalty: 5983.573242
	Iteration 38Q: 3 clusters Score -2.347342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172596 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23473400.000000 Penalty: 5983.573242
	Iteration 39Q: 3 clusters Score -2.34734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172601 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23473416.000000 Penalty: 5983.573242
	Iteration 40F: 3 clusters Score -2.347342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23473414.000000 Penalty: 5983.573242
	Iteration 41Q: 3 clusters Score -2.347341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23473414.000000 Penalty: 5983.573242
	Iteration 42Q: 3 clusters Score -2.347341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -23473414.000000 Penalty: 5983.573242
	Iteration 43Q: 3 clusters Score -2.347341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23473402.000000 Penalty: 5983.573242
	Iteration 44Q: 3 clusters Score -2.34734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23473410.000000 Penalty: 5983.573242
	Iteration 45Q: 3 clusters Score -2.347341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172618 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -23473406.000000 Penalty: 5983.573242
	Iteration 46Q: 3 clusters Score -2.347341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172619 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23473418.000000 Penalty: 5983.573242
	Iteration 47Q: 3 clusters Score -2.347342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23473434.000000 Penalty: 5983.573242
	Iteration 48Q: 3 clusters Score -2.347343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23473434.000000 Penalty: 5983.573242
	Iteration 49F: 3 clusters Score -2.347343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Entering Unmasked Estep 
Score: -1900449.250000 Penalty: 2368.564209
	Iteration 0F: 2 clusters Score -1900449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1890204.250000 Penalty: 4737.128418
	Iteration 0F: 3 clusters Score -1890204 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1893407.625000 Penalty: 4737.128418
	Iteration 1F: 3 clusters Score -1893408 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1893769.250000 Penalty: 4737.128418
	Iteration 2F: 3 clusters Score -1893769 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1894012.875000 Penalty: 4737.128418
	Iteration 3Q: 3 clusters Score -1894013 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1894209.875000 Penalty: 4737.128418
	Iteration 4Q: 3 clusters Score -1894210 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1894372.125000 Penalty: 4737.128418
	Iteration 5Q: 3 clusters Score -1894372 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1894499.875000 Penalty: 4737.128418
	Iteration 6Q: 3 clusters Score -1894500 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1894599.000000 Penalty: 4737.128418
	Iteration 7Q: 3 clusters Score -1894599 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1894690.750000 Penalty: 4737.128418
	Iteration 8Q: 3 clusters Score -1894691 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1894772.250000 Penalty: 4737.128418
	Iteration 9Q: 3 clusters Score -1894772 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1894847.375000 Penalty: 4737.128418
	Iteration 10Q: 3 clusters Score -1894847 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1894915.625000 Penalty: 4737.128418
	Iteration 11Q: 3 clusters Score -1894916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1894988.375000 Penalty: 4737.128418
	Iteration 12Q: 3 clusters Score -1894988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1895055.000000 Penalty: 4737.128418
	Iteration 13Q: 3 clusters Score -1895055 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1895131.750000 Penalty: 4737.128418
	Iteration 14Q: 3 clusters Score -1895132 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1895208.875000 Penalty: 4737.128418
	Iteration 15Q: 3 clusters Score -1895209 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1895286.250000 Penalty: 4737.128418
	Iteration 16Q: 3 clusters Score -1895286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1895344.375000 Penalty: 4737.128418
	Iteration 17Q: 3 clusters Score -1895344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1895414.750000 Penalty: 4737.128418
	Iteration 18Q: 3 clusters Score -1895415 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1895484.250000 Penalty: 4737.128418
	Iteration 19Q: 3 clusters Score -1895484 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1895561.500000 Penalty: 4737.128418
	Iteration 20F: 3 clusters Score -1895562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1895639.625000 Penalty: 4737.128418
	Iteration 21Q: 3 clusters Score -1895640 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1895728.000000 Penalty: 4737.128418
	Iteration 22Q: 3 clusters Score -1895728 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1895831.750000 Penalty: 4737.128418
	Iteration 23Q: 3 clusters Score -1895832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1895962.250000 Penalty: 4737.128418
	Iteration 24Q: 3 clusters Score -1895962 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1896124.375000 Penalty: 4737.128418
	Iteration 25Q: 3 clusters Score -1896124 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1896321.375000 Penalty: 4737.128418
	Iteration 26Q: 3 clusters Score -1896321 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1896525.625000 Penalty: 4737.128418
	Iteration 27Q: 3 clusters Score -1896526 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1896752.250000 Penalty: 4737.128418
	Iteration 28Q: 3 clusters Score -1896752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1896989.000000 Penalty: 4737.128418
	Iteration 29Q: 3 clusters Score -1896989 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1897181.000000 Penalty: 4737.128418
	Iteration 30Q: 3 clusters Score -1897181 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1897299.625000 Penalty: 4737.128418
	Iteration 31Q: 3 clusters Score -1897300 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1897404.625000 Penalty: 4737.128418
	Iteration 32Q: 3 clusters Score -1897405 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1897480.750000 Penalty: 4737.128418
	Iteration 33Q: 3 clusters Score -1897481 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1897525.500000 Penalty: 4737.128418
	Iteration 34Q: 3 clusters Score -1897526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1897552.125000 Penalty: 4737.128418
	Iteration 35Q: 3 clusters Score -1897552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1897589.125000 Penalty: 4737.128418
	Iteration 36Q: 3 clusters Score -1897589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1897614.250000 Penalty: 4737.128418
	Iteration 37Q: 3 clusters Score -1897614 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1897637.625000 Penalty: 4737.128418
	Iteration 38Q: 3 clusters Score -1897638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1897654.375000 Penalty: 4737.128418
	Iteration 39Q: 3 clusters Score -1897654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1897676.000000 Penalty: 4737.128418
	Iteration 40F: 3 clusters Score -1897676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1897692.375000 Penalty: 4737.128418
	Iteration 41Q: 3 clusters Score -1897692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1897709.500000 Penalty: 4737.128418
	Iteration 42Q: 3 clusters Score -1897710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1897725.500000 Penalty: 4737.128418
	Iteration 43Q: 3 clusters Score -1897726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1897744.750000 Penalty: 4737.128418
	Iteration 44Q: 3 clusters Score -1897745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1897752.125000 Penalty: 4737.128418
	Iteration 45Q: 3 clusters Score -1897752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1897759.500000 Penalty: 4737.128418
	Iteration 46Q: 3 clusters Score -1897760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1897771.125000 Penalty: 4737.128418
	Iteration 47Q: 3 clusters Score -1897771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1897782.875000 Penalty: 4737.128418
	Iteration 48Q: 3 clusters Score -1897783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1897788.625000 Penalty: 4737.128418
	Iteration 49Q: 3 clusters Score -1897789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1897798.625000 Penalty: 4737.128418
	Iteration 50Q: 3 clusters Score -1897799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1897807.500000 Penalty: 4737.128418
	Iteration 51Q: 3 clusters Score -1897808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1897821.250000 Penalty: 4737.128418
	Iteration 52Q: 3 clusters Score -1897821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1897827.500000 Penalty: 4737.128418
	Iteration 53Q: 3 clusters Score -1897828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1897844.750000 Penalty: 4737.128418
	Iteration 54Q: 3 clusters Score -1897845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1897864.500000 Penalty: 4737.128418
	Iteration 55Q: 3 clusters Score -1897864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1897884.125000 Penalty: 4737.128418
	Iteration 56Q: 3 clusters Score -1897884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1897894.625000 Penalty: 4737.128418
	Iteration 57Q: 3 clusters Score -1897895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1897901.375000 Penalty: 4737.128418
	Iteration 58Q: 3 clusters Score -1897901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1897908.250000 Penalty: 4737.128418
	Iteration 59Q: 3 clusters Score -1897908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1897920.000000 Penalty: 4737.128418
	Iteration 60F: 3 clusters Score -1897920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1897926.000000 Penalty: 4737.128418
	Iteration 61Q: 3 clusters Score -1897926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1897936.125000 Penalty: 4737.128418
	Iteration 62Q: 3 clusters Score -1897936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1897935.500000 Penalty: 4737.128418
	Iteration 63Q: 3 clusters Score -1897936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1897945.250000 Penalty: 4737.128418
	Iteration 64Q: 3 clusters Score -1897945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1897954.000000 Penalty: 4737.128418
	Iteration 65Q: 3 clusters Score -1897954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1897959.250000 Penalty: 4737.128418
	Iteration 66Q: 3 clusters Score -1897959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1897965.125000 Penalty: 4737.128418
	Iteration 67Q: 3 clusters Score -1897965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1897967.000000 Penalty: 4737.128418
	Iteration 68Q: 3 clusters Score -1897967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1897971.000000 Penalty: 4737.128418
	Iteration 69Q: 3 clusters Score -1897971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1897979.500000 Penalty: 4737.128418
	Iteration 70Q: 3 clusters Score -1897980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1897982.375000 Penalty: 4737.128418
	Iteration 71Q: 3 clusters Score -1897982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1897987.000000 Penalty: 4737.128418
	Iteration 72Q: 3 clusters Score -1897987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1897986.750000 Penalty: 4737.128418
	Iteration 73Q: 3 clusters Score -1897987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1897991.125000 Penalty: 4737.128418
	Iteration 74Q: 3 clusters Score -1897991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1897993.250000 Penalty: 4737.128418
	Iteration 75Q: 3 clusters Score -1897993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1897998.125000 Penalty: 4737.128418
	Iteration 76Q: 3 clusters Score -1897998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1897994.375000 Penalty: 4737.128418
	Iteration 77Q: 3 clusters Score -1897994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1897992.750000 Penalty: 4737.128418
	Iteration 78Q: 3 clusters Score -1897993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1897994.375000 Penalty: 4737.128418
	Iteration 79Q: 3 clusters Score -1897994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1897998.375000 Penalty: 4737.128418
	Iteration 80F: 3 clusters Score -1897998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1897996.750000 Penalty: 4737.128418
	Iteration 81Q: 3 clusters Score -1897997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1898002.500000 Penalty: 4737.128418
	Iteration 82Q: 3 clusters Score -1898002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1898004.000000 Penalty: 4737.128418
	Iteration 83Q: 3 clusters Score -1898004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1898003.625000 Penalty: 4737.128418
	Iteration 84Q: 3 clusters Score -1898004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1898006.750000 Penalty: 4737.128418
	Iteration 85Q: 3 clusters Score -1898007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1898008.750000 Penalty: 4737.128418
	Iteration 86Q: 3 clusters Score -1898009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1898016.125000 Penalty: 4737.128418
	Iteration 87Q: 3 clusters Score -1898016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1898015.250000 Penalty: 4737.128418
	Iteration 88Q: 3 clusters Score -1898015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1898017.875000 Penalty: 4737.128418
	Iteration 89Q: 3 clusters Score -1898018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1898017.500000 Penalty: 4737.128418
	Iteration 90Q: 3 clusters Score -1898018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1898018.125000 Penalty: 4737.128418
	Iteration 91Q: 3 clusters Score -1898018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1898018.000000 Penalty: 4737.128418
	Iteration 92Q: 3 clusters Score -1898018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1898021.750000 Penalty: 4737.128418
	Iteration 93Q: 3 clusters Score -1898022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1898019.625000 Penalty: 4737.128418
	Iteration 94Q: 3 clusters Score -1898020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1898021.250000 Penalty: 4737.128418
	Iteration 95Q: 3 clusters Score -1898021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1898025.250000 Penalty: 4737.128418
	Iteration 96Q: 3 clusters Score -1898025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1898033.375000 Penalty: 4737.128418
	Iteration 97Q: 3 clusters Score -1898033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1898032.625000 Penalty: 4737.128418
	Iteration 98Q: 3 clusters Score -1898033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1898037.875000 Penalty: 4737.128418
	Iteration 99Q: 3 clusters Score -1898038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1898038.250000 Penalty: 4737.128418
	Iteration 100F: 3 clusters Score -1898038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1898044.125000 Penalty: 4737.128418
	Iteration 101Q: 3 clusters Score -1898044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1898046.750000 Penalty: 4737.128418
	Iteration 102Q: 3 clusters Score -1898047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1898049.000000 Penalty: 4737.128418
	Iteration 103Q: 3 clusters Score -1898049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1898058.500000 Penalty: 4737.128418
	Iteration 104Q: 3 clusters Score -1898058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1898062.750000 Penalty: 4737.128418
	Iteration 105Q: 3 clusters Score -1898063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1898062.250000 Penalty: 4737.128418
	Iteration 106Q: 3 clusters Score -1898062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1898063.750000 Penalty: 4737.128418
	Iteration 107Q: 3 clusters Score -1898064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1898070.375000 Penalty: 4737.128418
	Iteration 108Q: 3 clusters Score -1898070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1898072.250000 Penalty: 4737.128418
	Iteration 109Q: 3 clusters Score -1898072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1898074.625000 Penalty: 4737.128418
	Iteration 110Q: 3 clusters Score -1898075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1898083.000000 Penalty: 4737.128418
	Iteration 111Q: 3 clusters Score -1898083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1898092.500000 Penalty: 4737.128418
	Iteration 112Q: 3 clusters Score -1898092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1898094.375000 Penalty: 4737.128418
	Iteration 113Q: 3 clusters Score -1898094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1898099.250000 Penalty: 4737.128418
	Iteration 114Q: 3 clusters Score -1898099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1898097.250000 Penalty: 4737.128418
	Iteration 115Q: 3 clusters Score -1898097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1898102.250000 Penalty: 4737.128418
	Iteration 116Q: 3 clusters Score -1898102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1898102.500000 Penalty: 4737.128418
	Iteration 117Q: 3 clusters Score -1898102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1898107.875000 Penalty: 4737.128418
	Iteration 118Q: 3 clusters Score -1898108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1898107.125000 Penalty: 4737.128418
	Iteration 119Q: 3 clusters Score -1898107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1898111.625000 Penalty: 4737.128418
	Iteration 120F: 3 clusters Score -1898112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1898110.875000 Penalty: 4737.128418
	Iteration 121Q: 3 clusters Score -1898111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1898110.125000 Penalty: 4737.128418
	Iteration 122Q: 3 clusters Score -1898110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1898105.875000 Penalty: 4737.128418
	Iteration 123Q: 3 clusters Score -1898106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1898108.375000 Penalty: 4737.128418
	Iteration 124Q: 3 clusters Score -1898108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1898109.625000 Penalty: 4737.128418
	Iteration 125Q: 3 clusters Score -1898110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1898109.125000 Penalty: 4737.128418
	Iteration 126Q: 3 clusters Score -1898109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1898112.000000 Penalty: 4737.128418
	Iteration 127Q: 3 clusters Score -1898112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1898114.875000 Penalty: 4737.128418
	Iteration 128Q: 3 clusters Score -1898115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1898116.375000 Penalty: 4737.128418
	Iteration 129Q: 3 clusters Score -1898116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1898116.500000 Penalty: 4737.128418
	Iteration 130Q: 3 clusters Score -1898116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1898117.375000 Penalty: 4737.128418
	Iteration 131Q: 3 clusters Score -1898117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1898119.625000 Penalty: 4737.128418
	Iteration 132Q: 3 clusters Score -1898120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1898118.875000 Penalty: 4737.128418
	Iteration 133Q: 3 clusters Score -1898119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1898117.625000 Penalty: 4737.128418
	Iteration 134Q: 3 clusters Score -1898118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1898118.000000 Penalty: 4737.128418
	Iteration 135Q: 3 clusters Score -1898118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1898116.875000 Penalty: 4737.128418
	Iteration 136Q: 3 clusters Score -1898117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1898116.875000 Penalty: 4737.128418
	Iteration 137Q: 3 clusters Score -1898117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1898122.750000 Penalty: 4737.128418
	Iteration 138Q: 3 clusters Score -1898123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1898117.875000 Penalty: 4737.128418
	Iteration 139Q: 3 clusters Score -1898118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1898121.625000 Penalty: 4737.128418
	Iteration 140F: 3 clusters Score -1898122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1898123.750000 Penalty: 4737.128418
	Iteration 141Q: 3 clusters Score -1898124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1898125.750000 Penalty: 4737.128418
	Iteration 142Q: 3 clusters Score -1898126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1898127.875000 Penalty: 4737.128418
	Iteration 143Q: 3 clusters Score -1898128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1898125.750000 Penalty: 4737.128418
	Iteration 144Q: 3 clusters Score -1898126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1898130.500000 Penalty: 4737.128418
	Iteration 145Q: 3 clusters Score -1898130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1898132.000000 Penalty: 4737.128418
	Iteration 146Q: 3 clusters Score -1898132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1898131.125000 Penalty: 4737.128418
	Iteration 147Q: 3 clusters Score -1898131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1898132.750000 Penalty: 4737.128418
	Iteration 148Q: 3 clusters Score -1898133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1898133.500000 Penalty: 4737.128418
	Iteration 149Q: 3 clusters Score -1898134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1898133.500000 Penalty: 4737.128418
	Iteration 150F: 3 clusters Score -1898134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 180 members 
Entering Unmasked Estep 
Score: -37625.949219 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37625.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37875.964844 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37875.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37983.988281 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -37983.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38043.746094 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -38043.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38052.585938 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -38052.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38053.808594 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -38053.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38053.808594 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -38053.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -223318.906250 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -223318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -220913.906250 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -220913.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221575.609375 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -221575.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -222073.796875 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -222073.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222571.187500 Penalty: 3715.302734
	Iteration 3F: 3 clusters Score -222571.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -222979.984375 Penalty: 3715.302734
	Iteration 4F: 3 clusters Score -222980 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -223328.453125 Penalty: 3715.302734
	Iteration 5F: 3 clusters Score -223328.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -223570.093750 Penalty: 3715.302734
	Iteration 6Q: 3 clusters Score -223570.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -223716.015625 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -223716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -223780.640625 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -223780.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -223822.546875 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -223822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -223833.859375 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -223833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -223836.437500 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -223836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -223837.984375 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -223838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -223839.187500 Penalty: 3715.302734
	Iteration 13Q: 3 clusters Score -223839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -223839.187500 Penalty: 3715.302734
	Iteration 14F: 3 clusters Score -223839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183164 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34026 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 141043 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 173452 members 
Mstep: Class 15 contains 14054 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157605 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25452 members 
Mstep: Class 24 contains 71151 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450920.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126451904.000000 to -126450920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 107 members 
Entering Unmasked Estep 
Score: -19257.824219 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19257.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19394.148438 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19394.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19478.773438 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19478.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19484.228516 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19484.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19492.121094 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -19492.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19508.484375 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -19508.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19515.421875 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -19515.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19515.421875 Penalty: 2635.350342
	Iteration 7F: 3 clusters Score -19515.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157605 members 
Entering Unmasked Estep 
Score: -21363286.000000 Penalty: 2968.026123
	Iteration 0F: 2 clusters Score -2.136329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -21259876.000000 Penalty: 5936.052246
	Iteration 0F: 3 clusters Score -2.125988e+07 nChanged 75648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -21304362.000000 Penalty: 5936.052246
	Iteration 1F: 3 clusters Score -2.130436e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -21305362.000000 Penalty: 5936.052246
	Iteration 2Q: 3 clusters Score -2.130536e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -21306790.000000 Penalty: 5936.052246
	Iteration 3Q: 3 clusters Score -2.130679e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -21308398.000000 Penalty: 5936.052246
	Iteration 4Q: 3 clusters Score -2.13084e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -21310512.000000 Penalty: 5936.052246
	Iteration 5Q: 3 clusters Score -2.131051e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -21313806.000000 Penalty: 5936.052246
	Iteration 6Q: 3 clusters Score -2.131381e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -21318446.000000 Penalty: 5936.052246
	Iteration 7F: 3 clusters Score -2.131845e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -21325468.000000 Penalty: 5936.052246
	Iteration 8F: 3 clusters Score -2.132547e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -21333964.000000 Penalty: 5936.052246
	Iteration 9F: 3 clusters Score -2.133396e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127821 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -21341754.000000 Penalty: 5936.052246
	Iteration 10F: 3 clusters Score -2.134175e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -21347430.000000 Penalty: 5936.052246
	Iteration 11Q: 3 clusters Score -2.134743e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138379 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -21351020.000000 Penalty: 5936.052246
	Iteration 12Q: 3 clusters Score -2.135102e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141271 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -21353180.000000 Penalty: 5936.052246
	Iteration 13Q: 3 clusters Score -2.135318e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -21354554.000000 Penalty: 5936.052246
	Iteration 14Q: 3 clusters Score -2.135455e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -21355714.000000 Penalty: 5936.052246
	Iteration 15Q: 3 clusters Score -2.135571e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -21356620.000000 Penalty: 5936.052246
	Iteration 16Q: 3 clusters Score -2.135662e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148439 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -21357382.000000 Penalty: 5936.052246
	Iteration 17Q: 3 clusters Score -2.135738e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -21358118.000000 Penalty: 5936.052246
	Iteration 18Q: 3 clusters Score -2.135812e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -21358796.000000 Penalty: 5936.052246
	Iteration 19Q: 3 clusters Score -2.13588e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -21359222.000000 Penalty: 5936.052246
	Iteration 20F: 3 clusters Score -2.135922e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152183 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -21359612.000000 Penalty: 5936.052246
	Iteration 21Q: 3 clusters Score -2.135961e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21359904.000000 Penalty: 5936.052246
	Iteration 22Q: 3 clusters Score -2.13599e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -21360094.000000 Penalty: 5936.052246
	Iteration 23Q: 3 clusters Score -2.136009e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -21360264.000000 Penalty: 5936.052246
	Iteration 24Q: 3 clusters Score -2.136026e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -21360410.000000 Penalty: 5936.052246
	Iteration 25Q: 3 clusters Score -2.136041e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -21360558.000000 Penalty: 5936.052246
	Iteration 26Q: 3 clusters Score -2.136056e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -21360694.000000 Penalty: 5936.052246
	Iteration 27Q: 3 clusters Score -2.136069e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21360756.000000 Penalty: 5936.052246
	Iteration 28Q: 3 clusters Score -2.136076e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21360808.000000 Penalty: 5936.052246
	Iteration 29Q: 3 clusters Score -2.136081e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21360882.000000 Penalty: 5936.052246
	Iteration 30Q: 3 clusters Score -2.136088e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21360950.000000 Penalty: 5936.052246
	Iteration 31Q: 3 clusters Score -2.136095e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154984 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21360934.000000 Penalty: 5936.052246
	Iteration 32Q: 3 clusters Score -2.136093e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21360978.000000 Penalty: 5936.052246
	Iteration 33Q: 3 clusters Score -2.136098e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21360990.000000 Penalty: 5936.052246
	Iteration 34Q: 3 clusters Score -2.136099e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155187 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -21360996.000000 Penalty: 5936.052246
	Iteration 35Q: 3 clusters Score -2.1361e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -21361034.000000 Penalty: 5936.052246
	Iteration 36Q: 3 clusters Score -2.136103e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -21361046.000000 Penalty: 5936.052246
	Iteration 37Q: 3 clusters Score -2.136105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21361080.000000 Penalty: 5936.052246
	Iteration 38Q: 3 clusters Score -2.136108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21361124.000000 Penalty: 5936.052246
	Iteration 39Q: 3 clusters Score -2.136112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21361142.000000 Penalty: 5936.052246
	Iteration 40F: 3 clusters Score -2.136114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -21361138.000000 Penalty: 5936.052246
	Iteration 41Q: 3 clusters Score -2.136114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -21361144.000000 Penalty: 5936.052246
	Iteration 42Q: 3 clusters Score -2.136114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -21361156.000000 Penalty: 5936.052246
	Iteration 43Q: 3 clusters Score -2.136116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21361150.000000 Penalty: 5936.052246
	Iteration 44Q: 3 clusters Score -2.136115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -21361170.000000 Penalty: 5936.052246
	Iteration 45Q: 3 clusters Score -2.136117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21361180.000000 Penalty: 5936.052246
	Iteration 46Q: 3 clusters Score -2.136118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21361176.000000 Penalty: 5936.052246
	Iteration 47Q: 3 clusters Score -2.136118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21361162.000000 Penalty: 5936.052246
	Iteration 48Q: 3 clusters Score -2.136116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21361196.000000 Penalty: 5936.052246
	Iteration 49Q: 3 clusters Score -2.13612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21361196.000000 Penalty: 5936.052246
	Iteration 50Q: 3 clusters Score -2.13612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155700 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21361200.000000 Penalty: 5936.052246
	Iteration 51Q: 3 clusters Score -2.13612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21361232.000000 Penalty: 5936.052246
	Iteration 52Q: 3 clusters Score -2.136123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21361194.000000 Penalty: 5936.052246
	Iteration 53Q: 3 clusters Score -2.136119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155775 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -21361216.000000 Penalty: 5936.052246
	Iteration 54Q: 3 clusters Score -2.136122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21361232.000000 Penalty: 5936.052246
	Iteration 55Q: 3 clusters Score -2.136123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21361230.000000 Penalty: 5936.052246
	Iteration 56Q: 3 clusters Score -2.136123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21361250.000000 Penalty: 5936.052246
	Iteration 57Q: 3 clusters Score -2.136125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21361222.000000 Penalty: 5936.052246
	Iteration 58Q: 3 clusters Score -2.136122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21361248.000000 Penalty: 5936.052246
	Iteration 59Q: 3 clusters Score -2.136125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -21361254.000000 Penalty: 5936.052246
	Iteration 60F: 3 clusters Score -2.136125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -21361258.000000 Penalty: 5936.052246
	Iteration 61Q: 3 clusters Score -2.136126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -21361248.000000 Penalty: 5936.052246
	Iteration 62Q: 3 clusters Score -2.136125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -21361258.000000 Penalty: 5936.052246
	Iteration 63Q: 3 clusters Score -2.136126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21361264.000000 Penalty: 5936.052246
	Iteration 64Q: 3 clusters Score -2.136126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155916 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -21361276.000000 Penalty: 5936.052246
	Iteration 65Q: 3 clusters Score -2.136128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21361276.000000 Penalty: 5936.052246
	Iteration 66Q: 3 clusters Score -2.136128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21361268.000000 Penalty: 5936.052246
	Iteration 67Q: 3 clusters Score -2.136127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21361298.000000 Penalty: 5936.052246
	Iteration 68Q: 3 clusters Score -2.13613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21361298.000000 Penalty: 5936.052246
	Iteration 69Q: 3 clusters Score -2.13613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155963 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21361286.000000 Penalty: 5936.052246
	Iteration 70Q: 3 clusters Score -2.136129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -21361286.000000 Penalty: 5936.052246
	Iteration 71Q: 3 clusters Score -2.136129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -21361270.000000 Penalty: 5936.052246
	Iteration 72Q: 3 clusters Score -2.136127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156006 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21361280.000000 Penalty: 5936.052246
	Iteration 73Q: 3 clusters Score -2.136128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156014 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21361306.000000 Penalty: 5936.052246
	Iteration 74Q: 3 clusters Score -2.136131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21361318.000000 Penalty: 5936.052246
	Iteration 75Q: 3 clusters Score -2.136132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21361342.000000 Penalty: 5936.052246
	Iteration 76Q: 3 clusters Score -2.136134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21361344.000000 Penalty: 5936.052246
	Iteration 77Q: 3 clusters Score -2.136134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21361352.000000 Penalty: 5936.052246
	Iteration 78Q: 3 clusters Score -2.136135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156066 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21361344.000000 Penalty: 5936.052246
	Iteration 79Q: 3 clusters Score -2.136134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -21361336.000000 Penalty: 5936.052246
	Iteration 80F: 3 clusters Score -2.136134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -21361338.000000 Penalty: 5936.052246
	Iteration 81Q: 3 clusters Score -2.136134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21361352.000000 Penalty: 5936.052246
	Iteration 82Q: 3 clusters Score -2.136135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21361354.000000 Penalty: 5936.052246
	Iteration 83Q: 3 clusters Score -2.136135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156104 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21361352.000000 Penalty: 5936.052246
	Iteration 84Q: 3 clusters Score -2.136135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -21361348.000000 Penalty: 5936.052246
	Iteration 85Q: 3 clusters Score -2.136135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -21361368.000000 Penalty: 5936.052246
	Iteration 86Q: 3 clusters Score -2.136137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21361358.000000 Penalty: 5936.052246
	Iteration 87Q: 3 clusters Score -2.136136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21361354.000000 Penalty: 5936.052246
	Iteration 88Q: 3 clusters Score -2.136135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -21361364.000000 Penalty: 5936.052246
	Iteration 89Q: 3 clusters Score -2.136136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156134 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21361348.000000 Penalty: 5936.052246
	Iteration 90Q: 3 clusters Score -2.136135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -21361376.000000 Penalty: 5936.052246
	Iteration 91Q: 3 clusters Score -2.136138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21361384.000000 Penalty: 5936.052246
	Iteration 92Q: 3 clusters Score -2.136138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156146 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21361372.000000 Penalty: 5936.052246
	Iteration 93Q: 3 clusters Score -2.136137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21361384.000000 Penalty: 5936.052246
	Iteration 94Q: 3 clusters Score -2.136138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21361386.000000 Penalty: 5936.052246
	Iteration 95Q: 3 clusters Score -2.136139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -21361398.000000 Penalty: 5936.052246
	Iteration 96Q: 3 clusters Score -2.13614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21361404.000000 Penalty: 5936.052246
	Iteration 97Q: 3 clusters Score -2.13614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21361398.000000 Penalty: 5936.052246
	Iteration 98Q: 3 clusters Score -2.13614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21361400.000000 Penalty: 5936.052246
	Iteration 99Q: 3 clusters Score -2.13614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21361388.000000 Penalty: 5936.052246
	Iteration 100F: 3 clusters Score -2.136139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156162 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21361380.000000 Penalty: 5936.052246
	Iteration 101Q: 3 clusters Score -2.136138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21361378.000000 Penalty: 5936.052246
	Iteration 102Q: 3 clusters Score -2.136138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21361384.000000 Penalty: 5936.052246
	Iteration 103Q: 3 clusters Score -2.136138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21361392.000000 Penalty: 5936.052246
	Iteration 104Q: 3 clusters Score -2.136139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21361384.000000 Penalty: 5936.052246
	Iteration 105Q: 3 clusters Score -2.136138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21361384.000000 Penalty: 5936.052246
	Iteration 106F: 3 clusters Score -2.136138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Entering Unmasked Estep 
Score: -1547366.125000 Penalty: 2347.565430
	Iteration 0F: 2 clusters Score -1547366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1537840.750000 Penalty: 4695.130859
	Iteration 0F: 3 clusters Score -1537841 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1540823.875000 Penalty: 4695.130859
	Iteration 1F: 3 clusters Score -1540824 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1541315.625000 Penalty: 4695.130859
	Iteration 2F: 3 clusters Score -1541316 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1541863.500000 Penalty: 4695.130859
	Iteration 3F: 3 clusters Score -1541864 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1542557.250000 Penalty: 4695.130859
	Iteration 4F: 3 clusters Score -1542557 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1543252.125000 Penalty: 4695.130859
	Iteration 5F: 3 clusters Score -1543252 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1543842.750000 Penalty: 4695.130859
	Iteration 6F: 3 clusters Score -1543843 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1544406.250000 Penalty: 4695.130859
	Iteration 7F: 3 clusters Score -1544406 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1544892.375000 Penalty: 4695.130859
	Iteration 8F: 3 clusters Score -1544892 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1545267.750000 Penalty: 4695.130859
	Iteration 9Q: 3 clusters Score -1545268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1545504.875000 Penalty: 4695.130859
	Iteration 10Q: 3 clusters Score -1545505 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1545623.250000 Penalty: 4695.130859
	Iteration 11Q: 3 clusters Score -1545623 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1545694.625000 Penalty: 4695.130859
	Iteration 12Q: 3 clusters Score -1545695 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1545736.625000 Penalty: 4695.130859
	Iteration 13Q: 3 clusters Score -1545737 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1545770.875000 Penalty: 4695.130859
	Iteration 14Q: 3 clusters Score -1545771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1545800.750000 Penalty: 4695.130859
	Iteration 15Q: 3 clusters Score -1545801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1545827.875000 Penalty: 4695.130859
	Iteration 16Q: 3 clusters Score -1545828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1545848.000000 Penalty: 4695.130859
	Iteration 17Q: 3 clusters Score -1545848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1545854.625000 Penalty: 4695.130859
	Iteration 18Q: 3 clusters Score -1545855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1545869.250000 Penalty: 4695.130859
	Iteration 19Q: 3 clusters Score -1545869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1545880.375000 Penalty: 4695.130859
	Iteration 20F: 3 clusters Score -1545880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1545881.500000 Penalty: 4695.130859
	Iteration 21Q: 3 clusters Score -1545882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1545894.000000 Penalty: 4695.130859
	Iteration 22Q: 3 clusters Score -1545894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1545898.000000 Penalty: 4695.130859
	Iteration 23Q: 3 clusters Score -1545898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1545908.500000 Penalty: 4695.130859
	Iteration 24Q: 3 clusters Score -1545908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1545914.625000 Penalty: 4695.130859
	Iteration 25Q: 3 clusters Score -1545915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1545920.250000 Penalty: 4695.130859
	Iteration 26Q: 3 clusters Score -1545920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1545926.375000 Penalty: 4695.130859
	Iteration 27Q: 3 clusters Score -1545926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1545932.500000 Penalty: 4695.130859
	Iteration 28Q: 3 clusters Score -1545932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1545946.125000 Penalty: 4695.130859
	Iteration 29Q: 3 clusters Score -1545946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1545953.375000 Penalty: 4695.130859
	Iteration 30Q: 3 clusters Score -1545953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1545963.125000 Penalty: 4695.130859
	Iteration 31Q: 3 clusters Score -1545963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1545974.625000 Penalty: 4695.130859
	Iteration 32Q: 3 clusters Score -1545975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1545980.375000 Penalty: 4695.130859
	Iteration 33Q: 3 clusters Score -1545980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1545997.000000 Penalty: 4695.130859
	Iteration 34Q: 3 clusters Score -1545997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1546028.750000 Penalty: 4695.130859
	Iteration 35Q: 3 clusters Score -1546029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1546072.625000 Penalty: 4695.130859
	Iteration 36Q: 3 clusters Score -1546073 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1546114.750000 Penalty: 4695.130859
	Iteration 37Q: 3 clusters Score -1546115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1546143.875000 Penalty: 4695.130859
	Iteration 38Q: 3 clusters Score -1546144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1546178.375000 Penalty: 4695.130859
	Iteration 39Q: 3 clusters Score -1546178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1546198.500000 Penalty: 4695.130859
	Iteration 40F: 3 clusters Score -1546198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1546218.250000 Penalty: 4695.130859
	Iteration 41Q: 3 clusters Score -1546218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1546224.750000 Penalty: 4695.130859
	Iteration 42Q: 3 clusters Score -1546225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1546233.000000 Penalty: 4695.130859
	Iteration 43Q: 3 clusters Score -1546233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1546233.375000 Penalty: 4695.130859
	Iteration 44Q: 3 clusters Score -1546233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1546241.000000 Penalty: 4695.130859
	Iteration 45Q: 3 clusters Score -1546241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1546248.500000 Penalty: 4695.130859
	Iteration 46Q: 3 clusters Score -1546248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1546258.125000 Penalty: 4695.130859
	Iteration 47Q: 3 clusters Score -1546258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1546257.000000 Penalty: 4695.130859
	Iteration 48Q: 3 clusters Score -1546257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1546260.125000 Penalty: 4695.130859
	Iteration 49Q: 3 clusters Score -1546260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1546263.750000 Penalty: 4695.130859
	Iteration 50Q: 3 clusters Score -1546264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1546262.875000 Penalty: 4695.130859
	Iteration 51Q: 3 clusters Score -1546263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1546271.250000 Penalty: 4695.130859
	Iteration 52Q: 3 clusters Score -1546271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1546270.250000 Penalty: 4695.130859
	Iteration 53Q: 3 clusters Score -1546270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1546273.250000 Penalty: 4695.130859
	Iteration 54Q: 3 clusters Score -1546273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1546273.375000 Penalty: 4695.130859
	Iteration 55Q: 3 clusters Score -1546273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1546271.500000 Penalty: 4695.130859
	Iteration 56Q: 3 clusters Score -1546272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1546272.625000 Penalty: 4695.130859
	Iteration 57Q: 3 clusters Score -1546273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1546274.625000 Penalty: 4695.130859
	Iteration 58Q: 3 clusters Score -1546275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1546273.125000 Penalty: 4695.130859
	Iteration 59Q: 3 clusters Score -1546273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1546273.375000 Penalty: 4695.130859
	Iteration 60F: 3 clusters Score -1546273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1546273.875000 Penalty: 4695.130859
	Iteration 61Q: 3 clusters Score -1546274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1546273.125000 Penalty: 4695.130859
	Iteration 62Q: 3 clusters Score -1546273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1546270.625000 Penalty: 4695.130859
	Iteration 63Q: 3 clusters Score -1546271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1546271.375000 Penalty: 4695.130859
	Iteration 64Q: 3 clusters Score -1546271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1546273.250000 Penalty: 4695.130859
	Iteration 65Q: 3 clusters Score -1546273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1546273.250000 Penalty: 4695.130859
	Iteration 66F: 3 clusters Score -1546273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -12036.262695 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -12036.26 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 62 members 
Entering Unmasked Estep 
Score: -11173.340820 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -11173.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11324.796875 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -11324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11382.291016 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -11382.29 nChanged 1
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: -11386.128906 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -11386.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11411.039062 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -11411.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11411.039062 Penalty: 2447.499023
	Iteration 5F: 3 clusters Score -11411.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 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 299 members 
Entering Unmasked Estep 
Score: -68900.437500 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68900.44 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69214.539062 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69214.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69398.804688 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69398.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69542.101562 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -69542.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69614.968750 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69614.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69674.992188 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69674.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69725.273438 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69725.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69791.664062 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69791.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69864.570312 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69864.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69928.125000 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69928.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69964.320312 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69964.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69985.554688 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69985.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69996.343750 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69996.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70010.601562 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -70010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70042.015625 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -70042.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70082.843750 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -70082.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70111.562500 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -70111.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70145.242188 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -70145.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70196.882812 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -70196.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70253.960938 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -70253.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70294.625000 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -70294.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70315.648438 Penalty: 3173.703125
	Iteration 21Q: 3 clusters Score -70315.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70326.289062 Penalty: 3173.703125
	Iteration 22Q: 3 clusters Score -70326.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70326.289062 Penalty: 3173.703125
	Iteration 23F: 3 clusters Score -70326.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -3491878.000000 Penalty: 2515.848145
	Iteration 0F: 2 clusters Score -3491878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3474365.250000 Penalty: 5031.696289
	Iteration 0F: 3 clusters Score -3474365 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3480325.250000 Penalty: 5031.696289
	Iteration 1F: 3 clusters Score -3480325 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3480857.500000 Penalty: 5031.696289
	Iteration 2F: 3 clusters Score -3480858 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3481379.750000 Penalty: 5031.696289
	Iteration 3Q: 3 clusters Score -3481380 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3481995.250000 Penalty: 5031.696289
	Iteration 4F: 3 clusters Score -3481995 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3482762.750000 Penalty: 5031.696289
	Iteration 5F: 3 clusters Score -3482763 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3483700.750000 Penalty: 5031.696289
	Iteration 6F: 3 clusters Score -3483701 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3484947.250000 Penalty: 5031.696289
	Iteration 7F: 3 clusters Score -3484947 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3486303.500000 Penalty: 5031.696289
	Iteration 8F: 3 clusters Score -3486304 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3487497.500000 Penalty: 5031.696289
	Iteration 9F: 3 clusters Score -3487498 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3488152.250000 Penalty: 5031.696289
	Iteration 10Q: 3 clusters Score -3488152 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3488469.500000 Penalty: 5031.696289
	Iteration 11Q: 3 clusters Score -3488470 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3488660.750000 Penalty: 5031.696289
	Iteration 12Q: 3 clusters Score -3488661 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3488774.500000 Penalty: 5031.696289
	Iteration 13Q: 3 clusters Score -3488774 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3488874.000000 Penalty: 5031.696289
	Iteration 14Q: 3 clusters Score -3488874 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3488952.500000 Penalty: 5031.696289
	Iteration 15Q: 3 clusters Score -3488952 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3489011.000000 Penalty: 5031.696289
	Iteration 16Q: 3 clusters Score -3489011 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3489054.750000 Penalty: 5031.696289
	Iteration 17Q: 3 clusters Score -3489055 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3489103.500000 Penalty: 5031.696289
	Iteration 18Q: 3 clusters Score -3489104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3489184.000000 Penalty: 5031.696289
	Iteration 19Q: 3 clusters Score -3489184 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3489251.250000 Penalty: 5031.696289
	Iteration 20F: 3 clusters Score -3489251 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3489307.250000 Penalty: 5031.696289
	Iteration 21Q: 3 clusters Score -3489307 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3489374.000000 Penalty: 5031.696289
	Iteration 22Q: 3 clusters Score -3489374 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3489426.000000 Penalty: 5031.696289
	Iteration 23Q: 3 clusters Score -3489426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3489489.250000 Penalty: 5031.696289
	Iteration 24Q: 3 clusters Score -3489489 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3489514.250000 Penalty: 5031.696289
	Iteration 25Q: 3 clusters Score -3489514 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3489540.250000 Penalty: 5031.696289
	Iteration 26Q: 3 clusters Score -3489540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3489583.000000 Penalty: 5031.696289
	Iteration 27Q: 3 clusters Score -3489583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3489612.250000 Penalty: 5031.696289
	Iteration 28Q: 3 clusters Score -3489612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3489628.250000 Penalty: 5031.696289
	Iteration 29Q: 3 clusters Score -3489628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3489663.000000 Penalty: 5031.696289
	Iteration 30Q: 3 clusters Score -3489663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3489688.000000 Penalty: 5031.696289
	Iteration 31Q: 3 clusters Score -3489688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3489706.250000 Penalty: 5031.696289
	Iteration 32Q: 3 clusters Score -3489706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3489717.000000 Penalty: 5031.696289
	Iteration 33Q: 3 clusters Score -3489717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3489740.500000 Penalty: 5031.696289
	Iteration 34Q: 3 clusters Score -3489740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3489760.250000 Penalty: 5031.696289
	Iteration 35Q: 3 clusters Score -3489760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3489765.000000 Penalty: 5031.696289
	Iteration 36Q: 3 clusters Score -3489765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3489782.000000 Penalty: 5031.696289
	Iteration 37Q: 3 clusters Score -3489782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3489795.750000 Penalty: 5031.696289
	Iteration 38Q: 3 clusters Score -3489796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3489812.500000 Penalty: 5031.696289
	Iteration 39Q: 3 clusters Score -3489812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3489827.750000 Penalty: 5031.696289
	Iteration 40F: 3 clusters Score -3489828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3489833.000000 Penalty: 5031.696289
	Iteration 41Q: 3 clusters Score -3489833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3489840.750000 Penalty: 5031.696289
	Iteration 42Q: 3 clusters Score -3489841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3489848.750000 Penalty: 5031.696289
	Iteration 43Q: 3 clusters Score -3489849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3489854.750000 Penalty: 5031.696289
	Iteration 44Q: 3 clusters Score -3489855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3489880.000000 Penalty: 5031.696289
	Iteration 45Q: 3 clusters Score -3489880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3489893.000000 Penalty: 5031.696289
	Iteration 46Q: 3 clusters Score -3489893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3489899.000000 Penalty: 5031.696289
	Iteration 47Q: 3 clusters Score -3489899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3489899.000000 Penalty: 5031.696289
	Iteration 48Q: 3 clusters Score -3489899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3489905.750000 Penalty: 5031.696289
	Iteration 49Q: 3 clusters Score -3489906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3489901.500000 Penalty: 5031.696289
	Iteration 50Q: 3 clusters Score -3489902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3489909.500000 Penalty: 5031.696289
	Iteration 51Q: 3 clusters Score -3489910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3489907.500000 Penalty: 5031.696289
	Iteration 52Q: 3 clusters Score -3489908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3489906.750000 Penalty: 5031.696289
	Iteration 53Q: 3 clusters Score -3489907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3489907.250000 Penalty: 5031.696289
	Iteration 54Q: 3 clusters Score -3489907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3489902.250000 Penalty: 5031.696289
	Iteration 55Q: 3 clusters Score -3489902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3489911.000000 Penalty: 5031.696289
	Iteration 56Q: 3 clusters Score -3489911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3489916.250000 Penalty: 5031.696289
	Iteration 57Q: 3 clusters Score -3489916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3489915.750000 Penalty: 5031.696289
	Iteration 58Q: 3 clusters Score -3489916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3489920.000000 Penalty: 5031.696289
	Iteration 59Q: 3 clusters Score -3489920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3489917.750000 Penalty: 5031.696289
	Iteration 60F: 3 clusters Score -3489918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (71151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Entering Unmasked Estep 
Score: -9381584.000000 Penalty: 2770.794922
	Iteration 0F: 2 clusters Score -9381584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9333916.000000 Penalty: 5541.589844
	Iteration 0F: 3 clusters Score -9333916 nChanged 33255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -9352824.000000 Penalty: 5541.589844
	Iteration 1F: 3 clusters Score -9352824 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -9353908.000000 Penalty: 5541.589844
	Iteration 2Q: 3 clusters Score -9353908 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -9355289.000000 Penalty: 5541.589844
	Iteration 3Q: 3 clusters Score -9355289 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -9357451.000000 Penalty: 5541.589844
	Iteration 4F: 3 clusters Score -9357451 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -9360650.000000 Penalty: 5541.589844
	Iteration 5F: 3 clusters Score -9360650 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -9364686.000000 Penalty: 5541.589844
	Iteration 6F: 3 clusters Score -9364686 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -9369070.000000 Penalty: 5541.589844
	Iteration 7F: 3 clusters Score -9369070 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -9372937.000000 Penalty: 5541.589844
	Iteration 8F: 3 clusters Score -9372937 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -9375867.000000 Penalty: 5541.589844
	Iteration 9Q: 3 clusters Score -9375867 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -9377574.000000 Penalty: 5541.589844
	Iteration 10Q: 3 clusters Score -9377574 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -9378415.000000 Penalty: 5541.589844
	Iteration 11Q: 3 clusters Score -9378415 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -9378808.000000 Penalty: 5541.589844
	Iteration 12Q: 3 clusters Score -9378808 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -9379014.000000 Penalty: 5541.589844
	Iteration 13Q: 3 clusters Score -9379014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -9379106.000000 Penalty: 5541.589844
	Iteration 14Q: 3 clusters Score -9379106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -9379144.000000 Penalty: 5541.589844
	Iteration 15Q: 3 clusters Score -9379144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -9379193.000000 Penalty: 5541.589844
	Iteration 16Q: 3 clusters Score -9379193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -9379214.000000 Penalty: 5541.589844
	Iteration 17Q: 3 clusters Score -9379214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -9379223.000000 Penalty: 5541.589844
	Iteration 18Q: 3 clusters Score -9379223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -9379243.000000 Penalty: 5541.589844
	Iteration 19Q: 3 clusters Score -9379243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -9379261.000000 Penalty: 5541.589844
	Iteration 20F: 3 clusters Score -9379261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -9379264.000000 Penalty: 5541.589844
	Iteration 21Q: 3 clusters Score -9379264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -9379265.000000 Penalty: 5541.589844
	Iteration 22Q: 3 clusters Score -9379265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -9379294.000000 Penalty: 5541.589844
	Iteration 23Q: 3 clusters Score -9379294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -9379292.000000 Penalty: 5541.589844
	Iteration 24Q: 3 clusters Score -9379292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -9379304.000000 Penalty: 5541.589844
	Iteration 25Q: 3 clusters Score -9379304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -9379310.000000 Penalty: 5541.589844
	Iteration 26Q: 3 clusters Score -9379310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -9379310.000000 Penalty: 5541.589844
	Iteration 27F: 3 clusters Score -9379310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58689.253906 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58689.25 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 254 members 
Entering Unmasked Estep 
Score: -57159.898438 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57159.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57345.667969 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57345.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57408.699219 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -57408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57447.332031 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57447.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57457.062500 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57457.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57471.488281 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57471.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57480.789062 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -57480.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57505.367188 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57505.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57559.531250 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -57559.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57609.027344 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -57609.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57630.152344 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -57630.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57648.144531 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -57648.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57663.777344 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -57663.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57691.468750 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -57691.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57715.382812 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -57715.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57736.613281 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -57736.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57788.375000 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -57788.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57822.046875 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -57822.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57846.578125 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -57846.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57863.605469 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -57863.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57900.593750 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -57900.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57944.515625 Penalty: 3074.445312
	Iteration 21Q: 3 clusters Score -57944.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57967.683594 Penalty: 3074.445312
	Iteration 22Q: 3 clusters Score -57967.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57996.695312 Penalty: 3074.445312
	Iteration 23Q: 3 clusters Score -57996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58019.113281 Penalty: 3074.445312
	Iteration 24Q: 3 clusters Score -58019.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58031.496094 Penalty: 3074.445312
	Iteration 25Q: 3 clusters Score -58031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58038.832031 Penalty: 3074.445312
	Iteration 26Q: 3 clusters Score -58038.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58047.175781 Penalty: 3074.445312
	Iteration 27Q: 3 clusters Score -58047.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58051.812500 Penalty: 3074.445312
	Iteration 28Q: 3 clusters Score -58051.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58051.812500 Penalty: 3074.445312
	Iteration 29F: 3 clusters Score -58051.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -146496.156250 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -146496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -144263.968750 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -144264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144616.140625 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -144616.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -144732.406250 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -144732.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144805.312500 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -144805.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -144866.875000 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -144866.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144914.812500 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -144914.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144952.921875 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -144952.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -144989.203125 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -144989.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -145031.093750 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -145031.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145068.156250 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -145068.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145095.296875 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -145095.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145112.718750 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -145112.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145126.156250 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -145126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145131.312500 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -145131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -145133.953125 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -145134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145135.296875 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -145135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145135.296875 Penalty: 3579.488037
	Iteration 16F: 3 clusters Score -145135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50869.281250 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50869.28 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51391.390625 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51391.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51789.664062 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51789.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52096.269531 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -52096.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52243.121094 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -52243.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52433.359375 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -52433.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52561.617188 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -52561.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52620.097656 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -52620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52620.097656 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -52620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183164 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34026 members 
Mstep: Class 4 contains 300 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 141043 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 173452 members 
Mstep: Class 15 contains 14054 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157605 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25452 members 
Mstep: Class 24 contains 71151 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 196 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450448.000000 Penalty: 95627.414062
Splitting cluster 27 changes total score from -126451904.000000 to -126450448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 288 members 
Entering Unmasked Estep 
Score: -68467.781250 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68467.78 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68823.515625 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68823.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69103.445312 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -69103.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69300.500000 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -69300.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69444.773438 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -69444.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69584.500000 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69584.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69966.484375 Penalty: 3162.012207
	Iteration 6F: 3 clusters Score -69966.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70181.429688 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -70181.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70245.757812 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -70245.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70290.968750 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -70290.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70300.695312 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -70300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70321.914062 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -70321.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70374.609375 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -70374.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70435.414062 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -70435.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70446.335938 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -70446.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70446.335938 Penalty: 3162.012207
	Iteration 15F: 3 clusters Score -70446.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183164 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34026 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 141043 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 173452 members 
Mstep: Class 15 contains 14054 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157605 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25452 members 
Mstep: Class 24 contains 71151 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 389 members 
Entering Unmasked Estep 
Score: -126450304.000000 Penalty: 95627.414062
Splitting cluster 28 changes total score from -126451904.000000 to -126450304.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183164 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34026 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 141043 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 173452 members 
Mstep: Class 15 contains 14054 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157605 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25452 members 
Mstep: Class 24 contains 71151 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451936.000000 Penalty: 92212.148438
Iteration 439Q: 28 clusters Score -1.264519e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 34029 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 140997 members 
Mstep: Class 9 contains 43417 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 173463 members 
Mstep: Class 15 contains 14032 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157629 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25451 members 
Mstep: Class 24 contains 71153 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452024.000000 Penalty: 92212.148438
Iteration 440F: 28 clusters Score -1.26452e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183184 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 34034 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3125 members 
Mstep: Class 8 contains 140972 members 
Mstep: Class 9 contains 43419 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31525 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 173467 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157638 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25449 members 
Mstep: Class 24 contains 71152 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451776.000000 Penalty: 92212.148438
Iteration 441Q: 28 clusters Score -1.264518e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183196 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 34036 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 140964 members 
Mstep: Class 9 contains 43421 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31524 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 173475 members 
Mstep: Class 15 contains 14008 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157637 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25447 members 
Mstep: Class 24 contains 71146 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451984.000000 Penalty: 92212.148438
Iteration 442Q: 28 clusters Score -1.26452e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 34039 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16719 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 140971 members 
Mstep: Class 9 contains 43423 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31527 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 22431 members 
Mstep: Class 14 contains 173465 members 
Mstep: Class 15 contains 13994 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157642 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25446 members 
Mstep: Class 24 contains 71139 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452008.000000 Penalty: 92212.148438
Iteration 443Q: 28 clusters Score -1.26452e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 34042 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16718 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 140963 members 
Mstep: Class 9 contains 43426 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31528 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 173469 members 
Mstep: Class 15 contains 13975 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157656 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25447 members 
Mstep: Class 24 contains 71135 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451872.000000 Penalty: 92212.148438
Iteration 444Q: 28 clusters Score -1.264519e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 34045 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16720 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 140945 members 
Mstep: Class 9 contains 43433 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31530 members 
Mstep: Class 12 contains 9528 members 
Mstep: Class 13 contains 22440 members 
Mstep: Class 14 contains 173475 members 
Mstep: Class 15 contains 13957 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157680 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25442 members 
Mstep: Class 24 contains 71129 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451824.000000 Penalty: 92212.148438
Iteration 445Q: 28 clusters Score -1.264518e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183180 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 34052 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16721 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 140931 members 
Mstep: Class 9 contains 43438 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31529 members 
Mstep: Class 12 contains 9528 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 173491 members 
Mstep: Class 15 contains 13944 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157712 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25436 members 
Mstep: Class 24 contains 71135 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451920.000000 Penalty: 92212.148438
Iteration 446Q: 28 clusters Score -1.264519e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 2530 members 
Mstep: Class 3 contains 34066 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 140927 members 
Mstep: Class 9 contains 43437 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31529 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 22433 members 
Mstep: Class 14 contains 173501 members 
Mstep: Class 15 contains 13923 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157744 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25435 members 
Mstep: Class 24 contains 71137 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451968.000000 Penalty: 92212.148438
Iteration 447Q: 28 clusters Score -1.26452e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34086 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16722 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 140896 members 
Mstep: Class 9 contains 43444 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31530 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 173511 members 
Mstep: Class 15 contains 13917 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157750 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25438 members 
Mstep: Class 24 contains 71137 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451952.000000 Penalty: 92212.148438
Iteration 448Q: 28 clusters Score -1.26452e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183128 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34105 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16720 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 140878 members 
Mstep: Class 9 contains 43439 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31532 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 173528 members 
Mstep: Class 15 contains 13907 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157769 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25437 members 
Mstep: Class 24 contains 71129 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451976.000000 Penalty: 92212.148438
Iteration 449Q: 28 clusters Score -1.26452e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183122 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34122 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16718 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 140860 members 
Mstep: Class 9 contains 43444 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31533 members 
Mstep: Class 12 contains 9524 members 
Mstep: Class 13 contains 22438 members 
Mstep: Class 14 contains 173541 members 
Mstep: Class 15 contains 13894 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157779 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25439 members 
Mstep: Class 24 contains 71117 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452008.000000 Penalty: 92212.148438
Iteration 450Q: 28 clusters Score -1.26452e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34138 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 140818 members 
Mstep: Class 9 contains 43452 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31532 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22442 members 
Mstep: Class 14 contains 173581 members 
Mstep: Class 15 contains 13889 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157793 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25442 members 
Mstep: Class 24 contains 71106 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126452016.000000 Penalty: 92212.148438
Iteration 451Q: 28 clusters Score -1.26452e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183095 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34153 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 140781 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 31533 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 173605 members 
Mstep: Class 15 contains 13878 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157807 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 71100 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451880.000000 Penalty: 92212.148438
Iteration 452Q: 28 clusters Score -1.264519e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34165 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 140758 members 
Mstep: Class 9 contains 43458 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31532 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 173627 members 
Mstep: Class 15 contains 13864 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157818 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 71096 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451816.000000 Penalty: 92212.148438
Iteration 453Q: 28 clusters Score -1.264518e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34174 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 140730 members 
Mstep: Class 9 contains 43459 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31529 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22454 members 
Mstep: Class 14 contains 173662 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157829 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25431 members 
Mstep: Class 24 contains 71086 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451808.000000 Penalty: 92212.148438
Iteration 454Q: 28 clusters Score -1.264518e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34182 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16718 members 
Mstep: Class 7 contains 3125 members 
Mstep: Class 8 contains 140698 members 
Mstep: Class 9 contains 43459 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31528 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 22452 members 
Mstep: Class 14 contains 173683 members 
Mstep: Class 15 contains 13840 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157848 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25431 members 
Mstep: Class 24 contains 71082 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451952.000000 Penalty: 92212.148438
Iteration 455Q: 28 clusters Score -1.26452e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183103 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34191 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16718 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 140674 members 
Mstep: Class 9 contains 43462 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31529 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22462 members 
Mstep: Class 14 contains 173688 members 
Mstep: Class 15 contains 13826 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157848 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25433 members 
Mstep: Class 24 contains 71079 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451960.000000 Penalty: 92212.148438
Iteration 456Q: 28 clusters Score -1.26452e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183131 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34198 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 140636 members 
Mstep: Class 9 contains 43465 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31527 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22463 members 
Mstep: Class 14 contains 173703 members 
Mstep: Class 15 contains 13814 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157857 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25432 members 
Mstep: Class 24 contains 71069 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451912.000000 Penalty: 92212.148438
Iteration 457Q: 28 clusters Score -1.264519e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183133 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34202 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 140607 members 
Mstep: Class 9 contains 43467 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31524 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 173734 members 
Mstep: Class 15 contains 13804 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157869 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25429 members 
Mstep: Class 24 contains 71061 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451808.000000 Penalty: 92212.148438
Iteration 458Q: 28 clusters Score -1.264518e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183131 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34211 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 140577 members 
Mstep: Class 9 contains 43471 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 173764 members 
Mstep: Class 15 contains 13795 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157878 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25428 members 
Mstep: Class 24 contains 71053 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451960.000000 Penalty: 92212.148438
Iteration 459Q: 28 clusters Score -1.26452e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183135 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34212 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 140555 members 
Mstep: Class 9 contains 43476 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31525 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 173781 members 
Mstep: Class 15 contains 13787 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157883 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25428 members 
Mstep: Class 24 contains 71047 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451992.000000 Penalty: 92212.148438
Iteration 460F: 28 clusters Score -1.26452e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34218 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 140543 members 
Mstep: Class 9 contains 43478 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31523 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22472 members 
Mstep: Class 14 contains 173795 members 
Mstep: Class 15 contains 13779 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157878 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25428 members 
Mstep: Class 24 contains 71042 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451904.000000 Penalty: 92212.148438
Iteration 461Q: 28 clusters Score -1.264519e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183146 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34219 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 140536 members 
Mstep: Class 9 contains 43481 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22472 members 
Mstep: Class 14 contains 173809 members 
Mstep: Class 15 contains 13769 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157871 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25431 members 
Mstep: Class 24 contains 71041 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451888.000000 Penalty: 92212.148438
Iteration 462Q: 28 clusters Score -1.264519e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34221 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16718 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 140515 members 
Mstep: Class 9 contains 43486 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31521 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22471 members 
Mstep: Class 14 contains 173827 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157866 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25432 members 
Mstep: Class 24 contains 71031 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451808.000000 Penalty: 92212.148438
Iteration 463Q: 28 clusters Score -1.264518e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183190 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34225 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 140495 members 
Mstep: Class 9 contains 43493 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22474 members 
Mstep: Class 14 contains 173835 members 
Mstep: Class 15 contains 13760 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157842 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25432 members 
Mstep: Class 24 contains 71031 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451832.000000 Penalty: 92212.148438
Iteration 464Q: 28 clusters Score -1.264518e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34231 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 140478 members 
Mstep: Class 9 contains 43491 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 22478 members 
Mstep: Class 14 contains 173846 members 
Mstep: Class 15 contains 13755 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157821 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25439 members 
Mstep: Class 24 contains 71025 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451880.000000 Penalty: 92212.148438
Iteration 465Q: 28 clusters Score -1.264519e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183215 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34232 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16714 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 140470 members 
Mstep: Class 9 contains 43488 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22478 members 
Mstep: Class 14 contains 173851 members 
Mstep: Class 15 contains 13756 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157819 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25443 members 
Mstep: Class 24 contains 71026 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451824.000000 Penalty: 92212.148438
Iteration 466Q: 28 clusters Score -1.264518e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183228 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34235 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16714 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 140452 members 
Mstep: Class 9 contains 43490 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 22480 members 
Mstep: Class 14 contains 173865 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157814 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25443 members 
Mstep: Class 24 contains 71018 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451704.000000 Penalty: 92212.148438
Iteration 467Q: 28 clusters Score -1.264517e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183251 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34235 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16713 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 140424 members 
Mstep: Class 9 contains 43496 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31522 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 22481 members 
Mstep: Class 14 contains 173882 members 
Mstep: Class 15 contains 13747 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157810 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25443 members 
Mstep: Class 24 contains 71010 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451712.000000 Penalty: 92212.148438
Iteration 468Q: 28 clusters Score -1.264517e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34237 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16711 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 140406 members 
Mstep: Class 9 contains 43496 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 22483 members 
Mstep: Class 14 contains 173886 members 
Mstep: Class 15 contains 13743 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157807 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25444 members 
Mstep: Class 24 contains 71005 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451656.000000 Penalty: 92212.148438
Iteration 469Q: 28 clusters Score -1.264517e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183278 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16709 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 140376 members 
Mstep: Class 9 contains 43498 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 22485 members 
Mstep: Class 14 contains 173920 members 
Mstep: Class 15 contains 13742 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157807 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25445 members 
Mstep: Class 24 contains 70998 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451752.000000 Penalty: 92212.148438
Iteration 470Q: 28 clusters Score -1.264518e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183296 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34236 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16708 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 140349 members 
Mstep: Class 9 contains 43503 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9526 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 173939 members 
Mstep: Class 15 contains 13737 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157792 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25447 members 
Mstep: Class 24 contains 70995 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451664.000000 Penalty: 92212.148438
Iteration 471Q: 28 clusters Score -1.264517e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34235 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16708 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 140324 members 
Mstep: Class 9 contains 43505 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 173952 members 
Mstep: Class 15 contains 13736 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157789 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25446 members 
Mstep: Class 24 contains 70989 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451616.000000 Penalty: 92212.148438
Iteration 472Q: 28 clusters Score -1.264516e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34231 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16706 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 140300 members 
Mstep: Class 9 contains 43505 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 173986 members 
Mstep: Class 15 contains 13734 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157780 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25442 members 
Mstep: Class 24 contains 70982 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451648.000000 Penalty: 92212.148438
Iteration 473Q: 28 clusters Score -1.264516e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183349 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34236 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 140275 members 
Mstep: Class 9 contains 43506 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 174023 members 
Mstep: Class 15 contains 13728 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157771 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 70974 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451536.000000 Penalty: 92212.148438
Iteration 474Q: 28 clusters Score -1.264515e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183356 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34238 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 140251 members 
Mstep: Class 9 contains 43509 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 174059 members 
Mstep: Class 15 contains 13727 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157750 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25443 members 
Mstep: Class 24 contains 70970 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451584.000000 Penalty: 92212.148438
Iteration 475Q: 28 clusters Score -1.264516e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183371 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34238 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16708 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 140230 members 
Mstep: Class 9 contains 43508 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 174081 members 
Mstep: Class 15 contains 13724 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157741 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 70969 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451552.000000 Penalty: 92212.148438
Iteration 476Q: 28 clusters Score -1.264516e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34236 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16710 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 140212 members 
Mstep: Class 9 contains 43516 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 174097 members 
Mstep: Class 15 contains 13719 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157739 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25436 members 
Mstep: Class 24 contains 70969 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451448.000000 Penalty: 92212.148438
Iteration 477Q: 28 clusters Score -1.264514e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 34233 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16708 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 8 contains 140190 members 
Mstep: Class 9 contains 43520 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 174118 members 
Mstep: Class 15 contains 13721 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157732 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25438 members 
Mstep: Class 24 contains 70972 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451416.000000 Penalty: 92212.148438
Iteration 478Q: 28 clusters Score -1.264514e+08 nChanged 222
Entering ConstructFrom: 
Score: -126451416.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (183360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Entering Unmasked Estep 
Score: -24762162.000000 Penalty: 3005.563232
	Iteration 0F: 2 clusters Score -2.476216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -24642698.000000 Penalty: 6011.126465
	Iteration 0F: 3 clusters Score -2.46427e+07 nChanged 88014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -24694028.000000 Penalty: 6011.126465
	Iteration 1F: 3 clusters Score -2.469403e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -24694980.000000 Penalty: 6011.126465
	Iteration 2Q: 3 clusters Score -2.469498e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -24696124.000000 Penalty: 6011.126465
	Iteration 3Q: 3 clusters Score -2.469612e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -24697992.000000 Penalty: 6011.126465
	Iteration 4Q: 3 clusters Score -2.469799e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -24701650.000000 Penalty: 6011.126465
	Iteration 5Q: 3 clusters Score -2.470165e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119869 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -24708306.000000 Penalty: 6011.126465
	Iteration 6F: 3 clusters Score -2.470831e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -24719294.000000 Penalty: 6011.126465
	Iteration 7F: 3 clusters Score -2.471929e+07 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -24732636.000000 Penalty: 6011.126465
	Iteration 8F: 3 clusters Score -2.473264e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158943 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -24744064.000000 Penalty: 6011.126465
	Iteration 9F: 3 clusters Score -2.474406e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -24751298.000000 Penalty: 6011.126465
	Iteration 10Q: 3 clusters Score -2.47513e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -24755664.000000 Penalty: 6011.126465
	Iteration 11Q: 3 clusters Score -2.475566e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -24758048.000000 Penalty: 6011.126465
	Iteration 12Q: 3 clusters Score -2.475805e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172855 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -24759438.000000 Penalty: 6011.126465
	Iteration 13Q: 3 clusters Score -2.475944e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173961 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -24760286.000000 Penalty: 6011.126465
	Iteration 14Q: 3 clusters Score -2.476029e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174847 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -24760778.000000 Penalty: 6011.126465
	Iteration 15Q: 3 clusters Score -2.476078e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -24761102.000000 Penalty: 6011.126465
	Iteration 16Q: 3 clusters Score -2.47611e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -24761264.000000 Penalty: 6011.126465
	Iteration 17Q: 3 clusters Score -2.476126e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -24761338.000000 Penalty: 6011.126465
	Iteration 18Q: 3 clusters Score -2.476134e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176963 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -24761432.000000 Penalty: 6011.126465
	Iteration 19Q: 3 clusters Score -2.476143e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177334 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -24761374.000000 Penalty: 6011.126465
	Iteration 20F: 3 clusters Score -2.476137e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177682 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -24761326.000000 Penalty: 6011.126465
	Iteration 21Q: 3 clusters Score -2.476133e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177977 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -24761366.000000 Penalty: 6011.126465
	Iteration 22Q: 3 clusters Score -2.476137e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -24761426.000000 Penalty: 6011.126465
	Iteration 23Q: 3 clusters Score -2.476143e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -24761362.000000 Penalty: 6011.126465
	Iteration 24Q: 3 clusters Score -2.476136e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -24761354.000000 Penalty: 6011.126465
	Iteration 25Q: 3 clusters Score -2.476135e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -24761330.000000 Penalty: 6011.126465
	Iteration 26Q: 3 clusters Score -2.476133e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -24761384.000000 Penalty: 6011.126465
	Iteration 27Q: 3 clusters Score -2.476138e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179045 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -24761388.000000 Penalty: 6011.126465
	Iteration 28Q: 3 clusters Score -2.476139e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179140 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -24761326.000000 Penalty: 6011.126465
	Iteration 29Q: 3 clusters Score -2.476133e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179230 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -24761310.000000 Penalty: 6011.126465
	Iteration 30Q: 3 clusters Score -2.476131e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179334 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -24761316.000000 Penalty: 6011.126465
	Iteration 31Q: 3 clusters Score -2.476132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179434 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -24761282.000000 Penalty: 6011.126465
	Iteration 32Q: 3 clusters Score -2.476128e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -24761320.000000 Penalty: 6011.126465
	Iteration 33Q: 3 clusters Score -2.476132e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179596 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -24761340.000000 Penalty: 6011.126465
	Iteration 34Q: 3 clusters Score -2.476134e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -24761336.000000 Penalty: 6011.126465
	Iteration 35Q: 3 clusters Score -2.476134e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -24761308.000000 Penalty: 6011.126465
	Iteration 36Q: 3 clusters Score -2.476131e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -24761290.000000 Penalty: 6011.126465
	Iteration 37Q: 3 clusters Score -2.476129e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -24761282.000000 Penalty: 6011.126465
	Iteration 38Q: 3 clusters Score -2.476128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -24761228.000000 Penalty: 6011.126465
	Iteration 39Q: 3 clusters Score -2.476123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -24761180.000000 Penalty: 6011.126465
	Iteration 40F: 3 clusters Score -2.476118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179919 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -24761174.000000 Penalty: 6011.126465
	Iteration 41Q: 3 clusters Score -2.476117e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179960 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -24761160.000000 Penalty: 6011.126465
	Iteration 42Q: 3 clusters Score -2.476116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179996 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -24761152.000000 Penalty: 6011.126465
	Iteration 43Q: 3 clusters Score -2.476115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180023 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -24761102.000000 Penalty: 6011.126465
	Iteration 44Q: 3 clusters Score -2.47611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -24761072.000000 Penalty: 6011.126465
	Iteration 45Q: 3 clusters Score -2.476107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180071 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -24761072.000000 Penalty: 6011.126465
	Iteration 46Q: 3 clusters Score -2.476107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180094 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -24761070.000000 Penalty: 6011.126465
	Iteration 47Q: 3 clusters Score -2.476107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -24761056.000000 Penalty: 6011.126465
	Iteration 48Q: 3 clusters Score -2.476106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180143 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -24761086.000000 Penalty: 6011.126465
	Iteration 49Q: 3 clusters Score -2.476109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180165 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -24761086.000000 Penalty: 6011.126465
	Iteration 50Q: 3 clusters Score -2.476109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180193 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -24761072.000000 Penalty: 6011.126465
	Iteration 51Q: 3 clusters Score -2.476107e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -24761046.000000 Penalty: 6011.126465
	Iteration 52Q: 3 clusters Score -2.476105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180237 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -24761050.000000 Penalty: 6011.126465
	Iteration 53Q: 3 clusters Score -2.476105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180256 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -24761018.000000 Penalty: 6011.126465
	Iteration 54Q: 3 clusters Score -2.476102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180271 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -24761020.000000 Penalty: 6011.126465
	Iteration 55Q: 3 clusters Score -2.476102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180284 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -24761012.000000 Penalty: 6011.126465
	Iteration 56Q: 3 clusters Score -2.476101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180300 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -24761036.000000 Penalty: 6011.126465
	Iteration 57Q: 3 clusters Score -2.476104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180318 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -24761006.000000 Penalty: 6011.126465
	Iteration 58Q: 3 clusters Score -2.476101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180329 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -24760996.000000 Penalty: 6011.126465
	Iteration 59Q: 3 clusters Score -2.4761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180334 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -24760996.000000 Penalty: 6011.126465
	Iteration 60F: 3 clusters Score -2.4761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180339 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -24761004.000000 Penalty: 6011.126465
	Iteration 61Q: 3 clusters Score -2.4761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180343 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -24761002.000000 Penalty: 6011.126465
	Iteration 62Q: 3 clusters Score -2.4761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180347 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -24760990.000000 Penalty: 6011.126465
	Iteration 63Q: 3 clusters Score -2.476099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180352 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -24760990.000000 Penalty: 6011.126465
	Iteration 64Q: 3 clusters Score -2.476099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -24760974.000000 Penalty: 6011.126465
	Iteration 65Q: 3 clusters Score -2.476097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -24760980.000000 Penalty: 6011.126465
	Iteration 66Q: 3 clusters Score -2.476098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180369 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -24760976.000000 Penalty: 6011.126465
	Iteration 67Q: 3 clusters Score -2.476098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -24760964.000000 Penalty: 6011.126465
	Iteration 68Q: 3 clusters Score -2.476096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -24760974.000000 Penalty: 6011.126465
	Iteration 69Q: 3 clusters Score -2.476097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180407 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -24760998.000000 Penalty: 6011.126465
	Iteration 70Q: 3 clusters Score -2.4761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180423 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -24760988.000000 Penalty: 6011.126465
	Iteration 71Q: 3 clusters Score -2.476099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180439 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -24760992.000000 Penalty: 6011.126465
	Iteration 72Q: 3 clusters Score -2.476099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180451 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -24760980.000000 Penalty: 6011.126465
	Iteration 73Q: 3 clusters Score -2.476098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -24760994.000000 Penalty: 6011.126465
	Iteration 74Q: 3 clusters Score -2.476099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -24760962.000000 Penalty: 6011.126465
	Iteration 75Q: 3 clusters Score -2.476096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180494 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24760978.000000 Penalty: 6011.126465
	Iteration 76Q: 3 clusters Score -2.476098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180507 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -24760966.000000 Penalty: 6011.126465
	Iteration 77Q: 3 clusters Score -2.476097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -24760962.000000 Penalty: 6011.126465
	Iteration 78Q: 3 clusters Score -2.476096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180524 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -24760942.000000 Penalty: 6011.126465
	Iteration 79Q: 3 clusters Score -2.476094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -24760940.000000 Penalty: 6011.126465
	Iteration 80F: 3 clusters Score -2.476094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -24760916.000000 Penalty: 6011.126465
	Iteration 81Q: 3 clusters Score -2.476092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -24760916.000000 Penalty: 6011.126465
	Iteration 82Q: 3 clusters Score -2.476092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180555 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -24760912.000000 Penalty: 6011.126465
	Iteration 83Q: 3 clusters Score -2.476091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180555 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -24760912.000000 Penalty: 6011.126465
	Iteration 84F: 3 clusters Score -2.476091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -339780.750000 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -339780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -336782.093750 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -336782.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -337326.687500 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -337326.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -337494.031250 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -337494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -337573.187500 Penalty: 3886.250977
	Iteration 3Q: 3 clusters Score -337573.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -337618.468750 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -337618.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -337658.500000 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -337658.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -337690.343750 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -337690.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -337712.187500 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -337712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -337722.625000 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -337722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337731.375000 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -337731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -337740.656250 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -337740.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -337746.906250 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -337746.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -337754.718750 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -337754.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -337762.843750 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -337762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -337768.781250 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -337768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -337774.562500 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -337774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -337781.812500 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -337781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -337785.375000 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -337785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -337787.812500 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -337787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337790.406250 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -337790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337792.125000 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -337792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Entering Unmasked Estep 
Score: -4687717.500000 Penalty: 2589.361572
	Iteration 0F: 2 clusters Score -4687718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4664420.000000 Penalty: 5178.723145
	Iteration 0F: 3 clusters Score -4664420 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -4672620.000000 Penalty: 5178.723145
	Iteration 1F: 3 clusters Score -4672620 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4673050.000000 Penalty: 5178.723145
	Iteration 2Q: 3 clusters Score -4673050 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4673406.000000 Penalty: 5178.723145
	Iteration 3Q: 3 clusters Score -4673406 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4673755.500000 Penalty: 5178.723145
	Iteration 4Q: 3 clusters Score -4673756 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4674067.000000 Penalty: 5178.723145
	Iteration 5Q: 3 clusters Score -4674067 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4674390.000000 Penalty: 5178.723145
	Iteration 6Q: 3 clusters Score -4674390 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4674848.000000 Penalty: 5178.723145
	Iteration 7Q: 3 clusters Score -4674848 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4675500.000000 Penalty: 5178.723145
	Iteration 8Q: 3 clusters Score -4675500 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4676440.500000 Penalty: 5178.723145
	Iteration 9Q: 3 clusters Score -4676440 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4677763.000000 Penalty: 5178.723145
	Iteration 10F: 3 clusters Score -4677763 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4679520.500000 Penalty: 5178.723145
	Iteration 11F: 3 clusters Score -4679520 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4681388.000000 Penalty: 5178.723145
	Iteration 12F: 3 clusters Score -4681388 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4682830.500000 Penalty: 5178.723145
	Iteration 13Q: 3 clusters Score -4682830 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4683634.000000 Penalty: 5178.723145
	Iteration 14Q: 3 clusters Score -4683634 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4683987.000000 Penalty: 5178.723145
	Iteration 15Q: 3 clusters Score -4683987 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -4684177.000000 Penalty: 5178.723145
	Iteration 16Q: 3 clusters Score -4684177 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4684304.000000 Penalty: 5178.723145
	Iteration 17Q: 3 clusters Score -4684304 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4684370.000000 Penalty: 5178.723145
	Iteration 18Q: 3 clusters Score -4684370 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4684447.500000 Penalty: 5178.723145
	Iteration 19Q: 3 clusters Score -4684448 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4684508.000000 Penalty: 5178.723145
	Iteration 20F: 3 clusters Score -4684508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4684567.000000 Penalty: 5178.723145
	Iteration 21Q: 3 clusters Score -4684567 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4684585.500000 Penalty: 5178.723145
	Iteration 22Q: 3 clusters Score -4684586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4684615.000000 Penalty: 5178.723145
	Iteration 23Q: 3 clusters Score -4684615 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4684650.500000 Penalty: 5178.723145
	Iteration 24Q: 3 clusters Score -4684650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4684664.000000 Penalty: 5178.723145
	Iteration 25Q: 3 clusters Score -4684664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4684699.500000 Penalty: 5178.723145
	Iteration 26Q: 3 clusters Score -4684700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4684728.500000 Penalty: 5178.723145
	Iteration 27Q: 3 clusters Score -4684728 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4684781.500000 Penalty: 5178.723145
	Iteration 28Q: 3 clusters Score -4684782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -4684808.500000 Penalty: 5178.723145
	Iteration 29Q: 3 clusters Score -4684808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4684834.500000 Penalty: 5178.723145
	Iteration 30Q: 3 clusters Score -4684834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4684865.000000 Penalty: 5178.723145
	Iteration 31Q: 3 clusters Score -4684865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4684867.500000 Penalty: 5178.723145
	Iteration 32Q: 3 clusters Score -4684868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4684900.500000 Penalty: 5178.723145
	Iteration 33Q: 3 clusters Score -4684900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4684932.000000 Penalty: 5178.723145
	Iteration 34Q: 3 clusters Score -4684932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4684960.000000 Penalty: 5178.723145
	Iteration 35Q: 3 clusters Score -4684960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4684987.500000 Penalty: 5178.723145
	Iteration 36Q: 3 clusters Score -4684988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4684999.500000 Penalty: 5178.723145
	Iteration 37Q: 3 clusters Score -4685000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4685026.000000 Penalty: 5178.723145
	Iteration 38Q: 3 clusters Score -4685026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4685066.000000 Penalty: 5178.723145
	Iteration 39Q: 3 clusters Score -4685066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4685079.000000 Penalty: 5178.723145
	Iteration 40F: 3 clusters Score -4685079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4685102.500000 Penalty: 5178.723145
	Iteration 41Q: 3 clusters Score -4685102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4685138.500000 Penalty: 5178.723145
	Iteration 42Q: 3 clusters Score -4685138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4685152.000000 Penalty: 5178.723145
	Iteration 43Q: 3 clusters Score -4685152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4685156.500000 Penalty: 5178.723145
	Iteration 44Q: 3 clusters Score -4685156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4685163.000000 Penalty: 5178.723145
	Iteration 45Q: 3 clusters Score -4685163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4685155.500000 Penalty: 5178.723145
	Iteration 46Q: 3 clusters Score -4685156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4685171.500000 Penalty: 5178.723145
	Iteration 47Q: 3 clusters Score -4685172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4685165.000000 Penalty: 5178.723145
	Iteration 48Q: 3 clusters Score -4685165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4685174.500000 Penalty: 5178.723145
	Iteration 49Q: 3 clusters Score -4685174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4685177.500000 Penalty: 5178.723145
	Iteration 50Q: 3 clusters Score -4685178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4685180.000000 Penalty: 5178.723145
	Iteration 51Q: 3 clusters Score -4685180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4685180.500000 Penalty: 5178.723145
	Iteration 52Q: 3 clusters Score -4685180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4685186.500000 Penalty: 5178.723145
	Iteration 53Q: 3 clusters Score -4685186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4685194.000000 Penalty: 5178.723145
	Iteration 54Q: 3 clusters Score -4685194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4685191.500000 Penalty: 5178.723145
	Iteration 55Q: 3 clusters Score -4685192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4685192.000000 Penalty: 5178.723145
	Iteration 56Q: 3 clusters Score -4685192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4685204.500000 Penalty: 5178.723145
	Iteration 57Q: 3 clusters Score -4685204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4685214.000000 Penalty: 5178.723145
	Iteration 58Q: 3 clusters Score -4685214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4685213.000000 Penalty: 5178.723145
	Iteration 59Q: 3 clusters Score -4685213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4685214.500000 Penalty: 5178.723145
	Iteration 60F: 3 clusters Score -4685214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4685215.500000 Penalty: 5178.723145
	Iteration 61Q: 3 clusters Score -4685216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4685219.000000 Penalty: 5178.723145
	Iteration 62Q: 3 clusters Score -4685219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4685218.500000 Penalty: 5178.723145
	Iteration 63Q: 3 clusters Score -4685218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4685226.500000 Penalty: 5178.723145
	Iteration 64Q: 3 clusters Score -4685226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4685239.000000 Penalty: 5178.723145
	Iteration 65Q: 3 clusters Score -4685239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4685240.000000 Penalty: 5178.723145
	Iteration 66Q: 3 clusters Score -4685240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4685240.000000 Penalty: 5178.723145
	Iteration 67Q: 3 clusters Score -4685240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4685248.000000 Penalty: 5178.723145
	Iteration 68Q: 3 clusters Score -4685248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4685252.000000 Penalty: 5178.723145
	Iteration 69Q: 3 clusters Score -4685252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4685258.500000 Penalty: 5178.723145
	Iteration 70Q: 3 clusters Score -4685258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4685261.000000 Penalty: 5178.723145
	Iteration 71Q: 3 clusters Score -4685261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4685273.000000 Penalty: 5178.723145
	Iteration 72Q: 3 clusters Score -4685273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4685277.500000 Penalty: 5178.723145
	Iteration 73Q: 3 clusters Score -4685278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4685281.000000 Penalty: 5178.723145
	Iteration 74Q: 3 clusters Score -4685281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4685286.000000 Penalty: 5178.723145
	Iteration 75Q: 3 clusters Score -4685286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4685294.000000 Penalty: 5178.723145
	Iteration 76Q: 3 clusters Score -4685294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4685312.000000 Penalty: 5178.723145
	Iteration 77Q: 3 clusters Score -4685312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4685315.000000 Penalty: 5178.723145
	Iteration 78Q: 3 clusters Score -4685315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4685318.000000 Penalty: 5178.723145
	Iteration 79Q: 3 clusters Score -4685318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4685323.500000 Penalty: 5178.723145
	Iteration 80F: 3 clusters Score -4685324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4685320.000000 Penalty: 5178.723145
	Iteration 81Q: 3 clusters Score -4685320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4685318.000000 Penalty: 5178.723145
	Iteration 82Q: 3 clusters Score -4685318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4685320.000000 Penalty: 5178.723145
	Iteration 83Q: 3 clusters Score -4685320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4685322.000000 Penalty: 5178.723145
	Iteration 84Q: 3 clusters Score -4685322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4685318.000000 Penalty: 5178.723145
	Iteration 85Q: 3 clusters Score -4685318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -4685331.500000 Penalty: 5178.723145
	Iteration 86Q: 3 clusters Score -4685332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4685331.500000 Penalty: 5178.723145
	Iteration 87Q: 3 clusters Score -4685332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4685331.000000 Penalty: 5178.723145
	Iteration 88Q: 3 clusters Score -4685331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4685332.500000 Penalty: 5178.723145
	Iteration 89Q: 3 clusters Score -4685332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4685329.000000 Penalty: 5178.723145
	Iteration 90Q: 3 clusters Score -4685329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4685329.500000 Penalty: 5178.723145
	Iteration 91Q: 3 clusters Score -4685330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4685332.000000 Penalty: 5178.723145
	Iteration 92Q: 3 clusters Score -4685332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4685332.500000 Penalty: 5178.723145
	Iteration 93Q: 3 clusters Score -4685332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4685329.000000 Penalty: 5178.723145
	Iteration 94Q: 3 clusters Score -4685329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4685335.500000 Penalty: 5178.723145
	Iteration 95Q: 3 clusters Score -4685336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4685337.000000 Penalty: 5178.723145
	Iteration 96Q: 3 clusters Score -4685337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4685335.500000 Penalty: 5178.723145
	Iteration 97Q: 3 clusters Score -4685336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4685341.000000 Penalty: 5178.723145
	Iteration 98Q: 3 clusters Score -4685341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4685343.000000 Penalty: 5178.723145
	Iteration 99Q: 3 clusters Score -4685343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4685343.000000 Penalty: 5178.723145
	Iteration 100F: 3 clusters Score -4685343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -933492.437500 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -933492.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -927643.937500 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -927643.9 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -929289.687500 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -929289.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -929739.687500 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -929739.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -930110.125000 Penalty: 4408.618164
	Iteration 3F: 3 clusters Score -930110.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -930449.312500 Penalty: 4408.618164
	Iteration 4F: 3 clusters Score -930449.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -930757.250000 Penalty: 4408.618164
	Iteration 5F: 3 clusters Score -930757.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -931066.187500 Penalty: 4408.618164
	Iteration 6F: 3 clusters Score -931066.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -931373.812500 Penalty: 4408.618164
	Iteration 7F: 3 clusters Score -931373.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -931617.375000 Penalty: 4408.618164
	Iteration 8F: 3 clusters Score -931617.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -931792.437500 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -931792.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -931892.437500 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -931892.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -931955.812500 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -931955.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -932000.875000 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -932000.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -932040.312500 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -932040.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -932073.000000 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -932073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -932106.062500 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -932106.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -932137.750000 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -932137.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -932170.000000 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -932170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -932190.312500 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -932190.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -932212.000000 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -932212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -932222.312500 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -932222.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -932234.062500 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -932234.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -932245.250000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -932245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -932251.125000 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -932251.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -932256.937500 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -932256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -932262.000000 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -932262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -932267.187500 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -932267.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -932275.187500 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -932275.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -932281.000000 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -932281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -932290.500000 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -932290.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -932299.125000 Penalty: 4408.618164
	Iteration 30Q: 3 clusters Score -932299.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -932307.250000 Penalty: 4408.618164
	Iteration 31Q: 3 clusters Score -932307.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -932314.187500 Penalty: 4408.618164
	Iteration 32Q: 3 clusters Score -932314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -932319.812500 Penalty: 4408.618164
	Iteration 33Q: 3 clusters Score -932319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -932321.937500 Penalty: 4408.618164
	Iteration 34Q: 3 clusters Score -932321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -932324.875000 Penalty: 4408.618164
	Iteration 35Q: 3 clusters Score -932324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -932326.437500 Penalty: 4408.618164
	Iteration 36Q: 3 clusters Score -932326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -932328.625000 Penalty: 4408.618164
	Iteration 37Q: 3 clusters Score -932328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -932332.062500 Penalty: 4408.618164
	Iteration 38Q: 3 clusters Score -932332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -932335.062500 Penalty: 4408.618164
	Iteration 39Q: 3 clusters Score -932335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -932335.312500 Penalty: 4408.618164
	Iteration 40F: 3 clusters Score -932335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -932339.687500 Penalty: 4408.618164
	Iteration 41Q: 3 clusters Score -932339.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -932345.250000 Penalty: 4408.618164
	Iteration 42Q: 3 clusters Score -932345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -932349.187500 Penalty: 4408.618164
	Iteration 43Q: 3 clusters Score -932349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -932350.937500 Penalty: 4408.618164
	Iteration 44Q: 3 clusters Score -932350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -932354.937500 Penalty: 4408.618164
	Iteration 45Q: 3 clusters Score -932354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -932357.812500 Penalty: 4408.618164
	Iteration 46Q: 3 clusters Score -932357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -932358.312500 Penalty: 4408.618164
	Iteration 47Q: 3 clusters Score -932358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -932363.062500 Penalty: 4408.618164
	Iteration 48Q: 3 clusters Score -932363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -932363.500000 Penalty: 4408.618164
	Iteration 49Q: 3 clusters Score -932363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -932366.062500 Penalty: 4408.618164
	Iteration 50Q: 3 clusters Score -932366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -932367.375000 Penalty: 4408.618164
	Iteration 51Q: 3 clusters Score -932367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -932369.250000 Penalty: 4408.618164
	Iteration 52Q: 3 clusters Score -932369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -932375.062500 Penalty: 4408.618164
	Iteration 53Q: 3 clusters Score -932375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -932377.750000 Penalty: 4408.618164
	Iteration 54Q: 3 clusters Score -932377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -932383.000000 Penalty: 4408.618164
	Iteration 55Q: 3 clusters Score -932383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -932388.875000 Penalty: 4408.618164
	Iteration 56Q: 3 clusters Score -932388.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -932395.125000 Penalty: 4408.618164
	Iteration 57Q: 3 clusters Score -932395.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -932406.000000 Penalty: 4408.618164
	Iteration 58Q: 3 clusters Score -932406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -932411.937500 Penalty: 4408.618164
	Iteration 59Q: 3 clusters Score -932411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -932417.062500 Penalty: 4408.618164
	Iteration 60F: 3 clusters Score -932417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -932420.437500 Penalty: 4408.618164
	Iteration 61Q: 3 clusters Score -932420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -932421.062500 Penalty: 4408.618164
	Iteration 62Q: 3 clusters Score -932421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -932422.562500 Penalty: 4408.618164
	Iteration 63Q: 3 clusters Score -932422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -932425.500000 Penalty: 4408.618164
	Iteration 64Q: 3 clusters Score -932425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -932428.875000 Penalty: 4408.618164
	Iteration 65Q: 3 clusters Score -932428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -932430.875000 Penalty: 4408.618164
	Iteration 66Q: 3 clusters Score -932430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -932431.250000 Penalty: 4408.618164
	Iteration 67Q: 3 clusters Score -932431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -932432.687500 Penalty: 4408.618164
	Iteration 68Q: 3 clusters Score -932432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -932433.187500 Penalty: 4408.618164
	Iteration 69Q: 3 clusters Score -932433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -932434.875000 Penalty: 4408.618164
	Iteration 70Q: 3 clusters Score -932434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -932435.125000 Penalty: 4408.618164
	Iteration 71Q: 3 clusters Score -932435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -932435.125000 Penalty: 4408.618164
	Iteration 72F: 3 clusters Score -932435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Entering Unmasked Estep 
Score: -2157766.000000 Penalty: 2411.448730
	Iteration 0F: 2 clusters Score -2157766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2145751.000000 Penalty: 4822.897461
	Iteration 0F: 3 clusters Score -2145751 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2149766.500000 Penalty: 4822.897461
	Iteration 1F: 3 clusters Score -2149766 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2150306.250000 Penalty: 4822.897461
	Iteration 2F: 3 clusters Score -2150306 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2150883.250000 Penalty: 4822.897461
	Iteration 3F: 3 clusters Score -2150883 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2151461.000000 Penalty: 4822.897461
	Iteration 4F: 3 clusters Score -2151461 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2152101.250000 Penalty: 4822.897461
	Iteration 5F: 3 clusters Score -2152101 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2152802.750000 Penalty: 4822.897461
	Iteration 6F: 3 clusters Score -2152803 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2153644.750000 Penalty: 4822.897461
	Iteration 7F: 3 clusters Score -2153645 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2154527.250000 Penalty: 4822.897461
	Iteration 8F: 3 clusters Score -2154527 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2155271.750000 Penalty: 4822.897461
	Iteration 9Q: 3 clusters Score -2155272 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2155777.000000 Penalty: 4822.897461
	Iteration 10Q: 3 clusters Score -2155777 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2156056.750000 Penalty: 4822.897461
	Iteration 11Q: 3 clusters Score -2156057 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2156223.000000 Penalty: 4822.897461
	Iteration 12Q: 3 clusters Score -2156223 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2156324.000000 Penalty: 4822.897461
	Iteration 13Q: 3 clusters Score -2156324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2156412.250000 Penalty: 4822.897461
	Iteration 14Q: 3 clusters Score -2156412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2156439.500000 Penalty: 4822.897461
	Iteration 15Q: 3 clusters Score -2156440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2156465.000000 Penalty: 4822.897461
	Iteration 16Q: 3 clusters Score -2156465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2156485.750000 Penalty: 4822.897461
	Iteration 17Q: 3 clusters Score -2156486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2156498.250000 Penalty: 4822.897461
	Iteration 18Q: 3 clusters Score -2156498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2156511.750000 Penalty: 4822.897461
	Iteration 19Q: 3 clusters Score -2156512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2156517.500000 Penalty: 4822.897461
	Iteration 20F: 3 clusters Score -2156518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2156523.000000 Penalty: 4822.897461
	Iteration 21Q: 3 clusters Score -2156523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2156531.750000 Penalty: 4822.897461
	Iteration 22Q: 3 clusters Score -2156532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2156532.250000 Penalty: 4822.897461
	Iteration 23Q: 3 clusters Score -2156532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2156533.000000 Penalty: 4822.897461
	Iteration 24Q: 3 clusters Score -2156533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2156533.750000 Penalty: 4822.897461
	Iteration 25Q: 3 clusters Score -2156534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2156532.250000 Penalty: 4822.897461
	Iteration 26Q: 3 clusters Score -2156532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2156532.500000 Penalty: 4822.897461
	Iteration 27Q: 3 clusters Score -2156532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2156533.000000 Penalty: 4822.897461
	Iteration 28Q: 3 clusters Score -2156533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2156530.500000 Penalty: 4822.897461
	Iteration 29Q: 3 clusters Score -2156530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2156530.500000 Penalty: 4822.897461
	Iteration 30F: 3 clusters Score -2156530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -427255.218750 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -427255.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -423932.500000 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -423932.5 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424566.781250 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -424566.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -424729.125000 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -424729.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -424803.562500 Penalty: 3993.781250
	Iteration 3Q: 3 clusters Score -424803.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -424861.562500 Penalty: 3993.781250
	Iteration 4Q: 3 clusters Score -424861.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -424898.187500 Penalty: 3993.781250
	Iteration 5Q: 3 clusters Score -424898.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -424925.750000 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -424925.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -424948.750000 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -424948.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -424969.968750 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -424970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -424981.687500 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -424981.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -424993.750000 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -424993.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -425002.781250 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -425002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -425008.593750 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -425008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -425010.906250 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -425010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -425013.062500 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -425013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -425014.687500 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -425014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -425015.656250 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -425015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -425015.625000 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -425015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -425016.750000 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -425016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -425018.031250 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -425018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -425018.375000 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -425018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -425018.093750 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -425018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -425018.687500 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -425018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -425020.437500 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -425020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -425019.906250 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -425019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -425019.906250 Penalty: 3993.781250
	Iteration 25F: 3 clusters Score -425019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (140169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Entering Unmasked Estep 
Score: -19017278.000000 Penalty: 2938.949707
	Iteration 0F: 2 clusters Score -1.901728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -18923898.000000 Penalty: 5877.899414
	Iteration 0F: 3 clusters Score -1.89239e+07 nChanged 66796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -18962866.000000 Penalty: 5877.899414
	Iteration 1F: 3 clusters Score -1.896287e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -18963888.000000 Penalty: 5877.899414
	Iteration 2Q: 3 clusters Score -1.896389e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -18965046.000000 Penalty: 5877.899414
	Iteration 3Q: 3 clusters Score -1.896505e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -18966554.000000 Penalty: 5877.899414
	Iteration 4Q: 3 clusters Score -1.896655e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -18969174.000000 Penalty: 5877.899414
	Iteration 5Q: 3 clusters Score -1.896917e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -18973606.000000 Penalty: 5877.899414
	Iteration 6F: 3 clusters Score -1.897361e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -18980146.000000 Penalty: 5877.899414
	Iteration 7F: 3 clusters Score -1.898015e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -18988762.000000 Penalty: 5877.899414
	Iteration 8F: 3 clusters Score -1.898876e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -18997518.000000 Penalty: 5877.899414
	Iteration 9F: 3 clusters Score -1.899752e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -19003874.000000 Penalty: 5877.899414
	Iteration 10Q: 3 clusters Score -1.900387e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -19007474.000000 Penalty: 5877.899414
	Iteration 11Q: 3 clusters Score -1.900747e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -19009268.000000 Penalty: 5877.899414
	Iteration 12Q: 3 clusters Score -1.900927e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129688 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -19010280.000000 Penalty: 5877.899414
	Iteration 13Q: 3 clusters Score -1.901028e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -19010990.000000 Penalty: 5877.899414
	Iteration 14Q: 3 clusters Score -1.901099e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -19011608.000000 Penalty: 5877.899414
	Iteration 15Q: 3 clusters Score -1.901161e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -19012058.000000 Penalty: 5877.899414
	Iteration 16Q: 3 clusters Score -1.901206e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -19012468.000000 Penalty: 5877.899414
	Iteration 17Q: 3 clusters Score -1.901247e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -19012776.000000 Penalty: 5877.899414
	Iteration 18Q: 3 clusters Score -1.901278e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135287 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -19013002.000000 Penalty: 5877.899414
	Iteration 19Q: 3 clusters Score -1.9013e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135842 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -19013272.000000 Penalty: 5877.899414
	Iteration 20F: 3 clusters Score -1.901327e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -19013498.000000 Penalty: 5877.899414
	Iteration 21Q: 3 clusters Score -1.90135e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -19013684.000000 Penalty: 5877.899414
	Iteration 22Q: 3 clusters Score -1.901368e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -19013844.000000 Penalty: 5877.899414
	Iteration 23Q: 3 clusters Score -1.901384e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19013950.000000 Penalty: 5877.899414
	Iteration 24Q: 3 clusters Score -1.901395e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137769 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -19014074.000000 Penalty: 5877.899414
	Iteration 25Q: 3 clusters Score -1.901407e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138026 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19014204.000000 Penalty: 5877.899414
	Iteration 26Q: 3 clusters Score -1.90142e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19014288.000000 Penalty: 5877.899414
	Iteration 27Q: 3 clusters Score -1.901429e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19014372.000000 Penalty: 5877.899414
	Iteration 28Q: 3 clusters Score -1.901437e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -19014452.000000 Penalty: 5877.899414
	Iteration 29Q: 3 clusters Score -1.901445e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19014494.000000 Penalty: 5877.899414
	Iteration 30Q: 3 clusters Score -1.901449e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19014536.000000 Penalty: 5877.899414
	Iteration 31Q: 3 clusters Score -1.901454e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138803 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19014568.000000 Penalty: 5877.899414
	Iteration 32Q: 3 clusters Score -1.901457e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138856 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 5877.899414
	Iteration 33Q: 3 clusters Score -1.901459e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19014590.000000 Penalty: 5877.899414
	Iteration 34Q: 3 clusters Score -1.901459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138943 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -19014604.000000 Penalty: 5877.899414
	Iteration 35Q: 3 clusters Score -1.90146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19014648.000000 Penalty: 5877.899414
	Iteration 36Q: 3 clusters Score -1.901465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19014636.000000 Penalty: 5877.899414
	Iteration 37Q: 3 clusters Score -1.901464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19014666.000000 Penalty: 5877.899414
	Iteration 38Q: 3 clusters Score -1.901467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19014648.000000 Penalty: 5877.899414
	Iteration 39Q: 3 clusters Score -1.901465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139091 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19014664.000000 Penalty: 5877.899414
	Iteration 40F: 3 clusters Score -1.901466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19014674.000000 Penalty: 5877.899414
	Iteration 41Q: 3 clusters Score -1.901467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19014684.000000 Penalty: 5877.899414
	Iteration 42Q: 3 clusters Score -1.901468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139120 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19014694.000000 Penalty: 5877.899414
	Iteration 43Q: 3 clusters Score -1.901469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139126 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -19014692.000000 Penalty: 5877.899414
	Iteration 44Q: 3 clusters Score -1.901469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19014690.000000 Penalty: 5877.899414
	Iteration 45Q: 3 clusters Score -1.901469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139140 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19014696.000000 Penalty: 5877.899414
	Iteration 46Q: 3 clusters Score -1.90147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19014706.000000 Penalty: 5877.899414
	Iteration 47Q: 3 clusters Score -1.901471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139152 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19014700.000000 Penalty: 5877.899414
	Iteration 48Q: 3 clusters Score -1.90147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19014702.000000 Penalty: 5877.899414
	Iteration 49Q: 3 clusters Score -1.90147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139161 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19014702.000000 Penalty: 5877.899414
	Iteration 50Q: 3 clusters Score -1.90147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139165 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19014710.000000 Penalty: 5877.899414
	Iteration 51Q: 3 clusters Score -1.901471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19014714.000000 Penalty: 5877.899414
	Iteration 52Q: 3 clusters Score -1.901471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19014714.000000 Penalty: 5877.899414
	Iteration 53F: 3 clusters Score -1.901471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Entering Unmasked Estep 
Score: -5930278.500000 Penalty: 2648.927734
	Iteration 0F: 2 clusters Score -5930278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5900778.500000 Penalty: 5297.855469
	Iteration 0F: 3 clusters Score -5900778 nChanged 20019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5911928.000000 Penalty: 5297.855469
	Iteration 1F: 3 clusters Score -5911928 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5912594.500000 Penalty: 5297.855469
	Iteration 2Q: 3 clusters Score -5912594 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5913366.500000 Penalty: 5297.855469
	Iteration 3Q: 3 clusters Score -5913366 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5914506.500000 Penalty: 5297.855469
	Iteration 4F: 3 clusters Score -5914506 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -5916042.000000 Penalty: 5297.855469
	Iteration 5F: 3 clusters Score -5916042 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5918258.500000 Penalty: 5297.855469
	Iteration 6F: 3 clusters Score -5918258 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5921059.000000 Penalty: 5297.855469
	Iteration 7F: 3 clusters Score -5921059 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -5923741.000000 Penalty: 5297.855469
	Iteration 8F: 3 clusters Score -5923741 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5925919.000000 Penalty: 5297.855469
	Iteration 9F: 3 clusters Score -5925919 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5927219.500000 Penalty: 5297.855469
	Iteration 10Q: 3 clusters Score -5927220 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5927845.500000 Penalty: 5297.855469
	Iteration 11Q: 3 clusters Score -5927846 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5928123.500000 Penalty: 5297.855469
	Iteration 12Q: 3 clusters Score -5928124 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5928259.500000 Penalty: 5297.855469
	Iteration 13Q: 3 clusters Score -5928260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5928347.500000 Penalty: 5297.855469
	Iteration 14Q: 3 clusters Score -5928348 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5928381.500000 Penalty: 5297.855469
	Iteration 15Q: 3 clusters Score -5928382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5928425.000000 Penalty: 5297.855469
	Iteration 16Q: 3 clusters Score -5928425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5928441.000000 Penalty: 5297.855469
	Iteration 17Q: 3 clusters Score -5928441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5928444.500000 Penalty: 5297.855469
	Iteration 18Q: 3 clusters Score -5928444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5928446.000000 Penalty: 5297.855469
	Iteration 19Q: 3 clusters Score -5928446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5928458.000000 Penalty: 5297.855469
	Iteration 20F: 3 clusters Score -5928458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5928470.000000 Penalty: 5297.855469
	Iteration 21Q: 3 clusters Score -5928470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5928472.000000 Penalty: 5297.855469
	Iteration 22Q: 3 clusters Score -5928472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5928483.000000 Penalty: 5297.855469
	Iteration 23Q: 3 clusters Score -5928483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5928489.000000 Penalty: 5297.855469
	Iteration 24Q: 3 clusters Score -5928489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5928494.000000 Penalty: 5297.855469
	Iteration 25Q: 3 clusters Score -5928494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5928498.000000 Penalty: 5297.855469
	Iteration 26Q: 3 clusters Score -5928498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5928502.000000 Penalty: 5297.855469
	Iteration 27Q: 3 clusters Score -5928502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5928510.000000 Penalty: 5297.855469
	Iteration 28Q: 3 clusters Score -5928510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -5928509.000000 Penalty: 5297.855469
	Iteration 29Q: 3 clusters Score -5928509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5928504.000000 Penalty: 5297.855469
	Iteration 30Q: 3 clusters Score -5928504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5928500.500000 Penalty: 5297.855469
	Iteration 31Q: 3 clusters Score -5928500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5928497.000000 Penalty: 5297.855469
	Iteration 32Q: 3 clusters Score -5928497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5928502.500000 Penalty: 5297.855469
	Iteration 33Q: 3 clusters Score -5928502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5928511.500000 Penalty: 5297.855469
	Iteration 34Q: 3 clusters Score -5928512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5928515.500000 Penalty: 5297.855469
	Iteration 35Q: 3 clusters Score -5928516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5928509.000000 Penalty: 5297.855469
	Iteration 36Q: 3 clusters Score -5928509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5928514.500000 Penalty: 5297.855469
	Iteration 37Q: 3 clusters Score -5928514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5928510.000000 Penalty: 5297.855469
	Iteration 38Q: 3 clusters Score -5928510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5928510.000000 Penalty: 5297.855469
	Iteration 39Q: 3 clusters Score -5928510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5928511.000000 Penalty: 5297.855469
	Iteration 40F: 3 clusters Score -5928511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5928509.000000 Penalty: 5297.855469
	Iteration 41Q: 3 clusters Score -5928509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5928512.000000 Penalty: 5297.855469
	Iteration 42Q: 3 clusters Score -5928512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5928525.000000 Penalty: 5297.855469
	Iteration 43Q: 3 clusters Score -5928525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5928531.500000 Penalty: 5297.855469
	Iteration 44Q: 3 clusters Score -5928532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5928538.500000 Penalty: 5297.855469
	Iteration 45Q: 3 clusters Score -5928538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5928542.500000 Penalty: 5297.855469
	Iteration 46Q: 3 clusters Score -5928542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5928549.500000 Penalty: 5297.855469
	Iteration 47Q: 3 clusters Score -5928550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5928547.000000 Penalty: 5297.855469
	Iteration 48Q: 3 clusters Score -5928547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5928548.500000 Penalty: 5297.855469
	Iteration 49Q: 3 clusters Score -5928548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5928545.500000 Penalty: 5297.855469
	Iteration 50Q: 3 clusters Score -5928546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5928545.500000 Penalty: 5297.855469
	Iteration 51Q: 3 clusters Score -5928546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -5928545.000000 Penalty: 5297.855469
	Iteration 52Q: 3 clusters Score -5928545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5928543.000000 Penalty: 5297.855469
	Iteration 53Q: 3 clusters Score -5928543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5928546.000000 Penalty: 5297.855469
	Iteration 54Q: 3 clusters Score -5928546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5928546.000000 Penalty: 5297.855469
	Iteration 55F: 3 clusters Score -5928546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -174864.875000 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -174864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172673.609375 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -172673.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172974.375000 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -172974.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -173065.187500 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -173065.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -173108.562500 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -173108.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -173132.078125 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -173132.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -173149.031250 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -173149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -173167.656250 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -173167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173178.312500 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -173178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -173186.375000 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -173186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173193.187500 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -173193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -173200.140625 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -173200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -173206.734375 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -173206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -173208.234375 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -173208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -173210.875000 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -173210.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -173210.875000 Penalty: 3556.379395
	Iteration 14F: 3 clusters Score -173210.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Entering Unmasked Estep 
Score: -4100071.750000 Penalty: 2568.854004
	Iteration 0F: 2 clusters Score -4100072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4078597.500000 Penalty: 5137.708008
	Iteration 0F: 3 clusters Score -4078598 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4086303.750000 Penalty: 5137.708008
	Iteration 1F: 3 clusters Score -4086304 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -4086774.000000 Penalty: 5137.708008
	Iteration 2Q: 3 clusters Score -4086774 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4087241.000000 Penalty: 5137.708008
	Iteration 3Q: 3 clusters Score -4087241 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -4087788.000000 Penalty: 5137.708008
	Iteration 4Q: 3 clusters Score -4087788 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4088403.750000 Penalty: 5137.708008
	Iteration 5Q: 3 clusters Score -4088404 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4089118.750000 Penalty: 5137.708008
	Iteration 6Q: 3 clusters Score -4089119 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4089812.750000 Penalty: 5137.708008
	Iteration 7Q: 3 clusters Score -4089813 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4090556.250000 Penalty: 5137.708008
	Iteration 8Q: 3 clusters Score -4090556 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4091352.750000 Penalty: 5137.708008
	Iteration 9Q: 3 clusters Score -4091353 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4092207.000000 Penalty: 5137.708008
	Iteration 10F: 3 clusters Score -4092207 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4093162.750000 Penalty: 5137.708008
	Iteration 11F: 3 clusters Score -4093163 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4094036.750000 Penalty: 5137.708008
	Iteration 12Q: 3 clusters Score -4094037 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4094734.500000 Penalty: 5137.708008
	Iteration 13Q: 3 clusters Score -4094734 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4095205.750000 Penalty: 5137.708008
	Iteration 14Q: 3 clusters Score -4095206 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4095528.250000 Penalty: 5137.708008
	Iteration 15Q: 3 clusters Score -4095528 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4095765.750000 Penalty: 5137.708008
	Iteration 16Q: 3 clusters Score -4095766 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4095994.000000 Penalty: 5137.708008
	Iteration 17Q: 3 clusters Score -4095994 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4096181.250000 Penalty: 5137.708008
	Iteration 18Q: 3 clusters Score -4096181 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4096370.500000 Penalty: 5137.708008
	Iteration 19Q: 3 clusters Score -4096370 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4096534.000000 Penalty: 5137.708008
	Iteration 20F: 3 clusters Score -4096534 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4096701.750000 Penalty: 5137.708008
	Iteration 21Q: 3 clusters Score -4096702 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -4096888.750000 Penalty: 5137.708008
	Iteration 22Q: 3 clusters Score -4096889 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4097043.000000 Penalty: 5137.708008
	Iteration 23Q: 3 clusters Score -4097043 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4097221.750000 Penalty: 5137.708008
	Iteration 24Q: 3 clusters Score -4097222 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4097368.000000 Penalty: 5137.708008
	Iteration 25Q: 3 clusters Score -4097368 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4097578.000000 Penalty: 5137.708008
	Iteration 26Q: 3 clusters Score -4097578 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -4097791.000000 Penalty: 5137.708008
	Iteration 27Q: 3 clusters Score -4097791 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4098015.250000 Penalty: 5137.708008
	Iteration 28Q: 3 clusters Score -4098015 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -4098199.750000 Penalty: 5137.708008
	Iteration 29Q: 3 clusters Score -4098200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4098342.250000 Penalty: 5137.708008
	Iteration 30Q: 3 clusters Score -4098342 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4098455.500000 Penalty: 5137.708008
	Iteration 31Q: 3 clusters Score -4098456 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4098549.750000 Penalty: 5137.708008
	Iteration 32Q: 3 clusters Score -4098550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4098621.250000 Penalty: 5137.708008
	Iteration 33Q: 3 clusters Score -4098621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -4098683.750000 Penalty: 5137.708008
	Iteration 34Q: 3 clusters Score -4098684 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -4098725.000000 Penalty: 5137.708008
	Iteration 35Q: 3 clusters Score -4098725 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4098757.000000 Penalty: 5137.708008
	Iteration 36Q: 3 clusters Score -4098757 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4098794.250000 Penalty: 5137.708008
	Iteration 37Q: 3 clusters Score -4098794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4098808.000000 Penalty: 5137.708008
	Iteration 38Q: 3 clusters Score -4098808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4098833.000000 Penalty: 5137.708008
	Iteration 39Q: 3 clusters Score -4098833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4098853.500000 Penalty: 5137.708008
	Iteration 40F: 3 clusters Score -4098854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4098869.000000 Penalty: 5137.708008
	Iteration 41Q: 3 clusters Score -4098869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4098868.250000 Penalty: 5137.708008
	Iteration 42Q: 3 clusters Score -4098868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4098875.500000 Penalty: 5137.708008
	Iteration 43Q: 3 clusters Score -4098876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4098876.750000 Penalty: 5137.708008
	Iteration 44Q: 3 clusters Score -4098877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4098884.750000 Penalty: 5137.708008
	Iteration 45Q: 3 clusters Score -4098885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4098893.750000 Penalty: 5137.708008
	Iteration 46Q: 3 clusters Score -4098894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4098898.000000 Penalty: 5137.708008
	Iteration 47Q: 3 clusters Score -4098898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4098897.500000 Penalty: 5137.708008
	Iteration 48Q: 3 clusters Score -4098898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4098891.750000 Penalty: 5137.708008
	Iteration 49Q: 3 clusters Score -4098892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4098892.750000 Penalty: 5137.708008
	Iteration 50Q: 3 clusters Score -4098893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4098902.500000 Penalty: 5137.708008
	Iteration 51Q: 3 clusters Score -4098902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4098888.500000 Penalty: 5137.708008
	Iteration 52Q: 3 clusters Score -4098888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4098896.750000 Penalty: 5137.708008
	Iteration 53Q: 3 clusters Score -4098897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4098902.500000 Penalty: 5137.708008
	Iteration 54Q: 3 clusters Score -4098902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -4098911.750000 Penalty: 5137.708008
	Iteration 55Q: 3 clusters Score -4098912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4098918.000000 Penalty: 5137.708008
	Iteration 56Q: 3 clusters Score -4098918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4098916.750000 Penalty: 5137.708008
	Iteration 57Q: 3 clusters Score -4098917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4098923.250000 Penalty: 5137.708008
	Iteration 58Q: 3 clusters Score -4098923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -4098918.250000 Penalty: 5137.708008
	Iteration 59Q: 3 clusters Score -4098918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4098922.250000 Penalty: 5137.708008
	Iteration 60F: 3 clusters Score -4098922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4098929.000000 Penalty: 5137.708008
	Iteration 61Q: 3 clusters Score -4098929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4098928.500000 Penalty: 5137.708008
	Iteration 62Q: 3 clusters Score -4098928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4098925.000000 Penalty: 5137.708008
	Iteration 63Q: 3 clusters Score -4098925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4098928.500000 Penalty: 5137.708008
	Iteration 64Q: 3 clusters Score -4098928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4098937.750000 Penalty: 5137.708008
	Iteration 65Q: 3 clusters Score -4098938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4098939.500000 Penalty: 5137.708008
	Iteration 66Q: 3 clusters Score -4098940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4098941.250000 Penalty: 5137.708008
	Iteration 67Q: 3 clusters Score -4098941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4098944.750000 Penalty: 5137.708008
	Iteration 68Q: 3 clusters Score -4098945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -4098964.250000 Penalty: 5137.708008
	Iteration 69Q: 3 clusters Score -4098964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4098959.500000 Penalty: 5137.708008
	Iteration 70Q: 3 clusters Score -4098960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4098963.500000 Penalty: 5137.708008
	Iteration 71Q: 3 clusters Score -4098964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4098973.000000 Penalty: 5137.708008
	Iteration 72Q: 3 clusters Score -4098973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4098970.000000 Penalty: 5137.708008
	Iteration 73Q: 3 clusters Score -4098970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4098970.000000 Penalty: 5137.708008
	Iteration 74Q: 3 clusters Score -4098970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4098970.500000 Penalty: 5137.708008
	Iteration 75Q: 3 clusters Score -4098970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4098973.750000 Penalty: 5137.708008
	Iteration 76Q: 3 clusters Score -4098974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4098977.000000 Penalty: 5137.708008
	Iteration 77Q: 3 clusters Score -4098977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -4098975.000000 Penalty: 5137.708008
	Iteration 78Q: 3 clusters Score -4098975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4098975.750000 Penalty: 5137.708008
	Iteration 79Q: 3 clusters Score -4098976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4098977.500000 Penalty: 5137.708008
	Iteration 80F: 3 clusters Score -4098978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4098980.000000 Penalty: 5137.708008
	Iteration 81Q: 3 clusters Score -4098980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4098982.750000 Penalty: 5137.708008
	Iteration 82Q: 3 clusters Score -4098983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4098980.750000 Penalty: 5137.708008
	Iteration 83Q: 3 clusters Score -4098981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4098978.750000 Penalty: 5137.708008
	Iteration 84Q: 3 clusters Score -4098979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4098979.000000 Penalty: 5137.708008
	Iteration 85Q: 3 clusters Score -4098979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4098984.500000 Penalty: 5137.708008
	Iteration 86Q: 3 clusters Score -4098984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4098980.250000 Penalty: 5137.708008
	Iteration 87Q: 3 clusters Score -4098980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4098975.500000 Penalty: 5137.708008
	Iteration 88Q: 3 clusters Score -4098976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4098981.250000 Penalty: 5137.708008
	Iteration 89Q: 3 clusters Score -4098981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4098981.250000 Penalty: 5137.708008
	Iteration 90F: 3 clusters Score -4098981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Entering Unmasked Estep 
Score: -1207850.500000 Penalty: 2271.834961
	Iteration 0F: 2 clusters Score -1207850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1200506.000000 Penalty: 4543.669922
	Iteration 0F: 3 clusters Score -1200506 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1202620.250000 Penalty: 4543.669922
	Iteration 1F: 3 clusters Score -1202620 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1202953.250000 Penalty: 4543.669922
	Iteration 2F: 3 clusters Score -1202953 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1203229.125000 Penalty: 4543.669922
	Iteration 3F: 3 clusters Score -1203229 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1203484.500000 Penalty: 4543.669922
	Iteration 4F: 3 clusters Score -1203484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1203729.750000 Penalty: 4543.669922
	Iteration 5Q: 3 clusters Score -1203730 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1203979.875000 Penalty: 4543.669922
	Iteration 6Q: 3 clusters Score -1203980 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1204224.500000 Penalty: 4543.669922
	Iteration 7Q: 3 clusters Score -1204224 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1204427.125000 Penalty: 4543.669922
	Iteration 8Q: 3 clusters Score -1204427 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1204655.750000 Penalty: 4543.669922
	Iteration 9Q: 3 clusters Score -1204656 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1204879.125000 Penalty: 4543.669922
	Iteration 10Q: 3 clusters Score -1204879 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1205095.500000 Penalty: 4543.669922
	Iteration 11Q: 3 clusters Score -1205096 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1205289.625000 Penalty: 4543.669922
	Iteration 12Q: 3 clusters Score -1205290 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1205452.750000 Penalty: 4543.669922
	Iteration 13Q: 3 clusters Score -1205453 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1205567.750000 Penalty: 4543.669922
	Iteration 14Q: 3 clusters Score -1205568 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1205669.625000 Penalty: 4543.669922
	Iteration 15Q: 3 clusters Score -1205670 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1205744.875000 Penalty: 4543.669922
	Iteration 16Q: 3 clusters Score -1205745 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1205798.750000 Penalty: 4543.669922
	Iteration 17Q: 3 clusters Score -1205799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1205845.125000 Penalty: 4543.669922
	Iteration 18Q: 3 clusters Score -1205845 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1205881.000000 Penalty: 4543.669922
	Iteration 19Q: 3 clusters Score -1205881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1205903.000000 Penalty: 4543.669922
	Iteration 20F: 3 clusters Score -1205903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1205920.625000 Penalty: 4543.669922
	Iteration 21Q: 3 clusters Score -1205921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1205931.625000 Penalty: 4543.669922
	Iteration 22Q: 3 clusters Score -1205932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1205940.875000 Penalty: 4543.669922
	Iteration 23Q: 3 clusters Score -1205941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1205948.250000 Penalty: 4543.669922
	Iteration 24Q: 3 clusters Score -1205948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1205956.875000 Penalty: 4543.669922
	Iteration 25Q: 3 clusters Score -1205957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1205962.000000 Penalty: 4543.669922
	Iteration 26Q: 3 clusters Score -1205962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1205966.375000 Penalty: 4543.669922
	Iteration 27Q: 3 clusters Score -1205966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1205971.375000 Penalty: 4543.669922
	Iteration 28Q: 3 clusters Score -1205971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1205975.750000 Penalty: 4543.669922
	Iteration 29Q: 3 clusters Score -1205976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1205981.625000 Penalty: 4543.669922
	Iteration 30Q: 3 clusters Score -1205982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1205983.250000 Penalty: 4543.669922
	Iteration 31Q: 3 clusters Score -1205983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1205982.750000 Penalty: 4543.669922
	Iteration 32Q: 3 clusters Score -1205983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1205984.500000 Penalty: 4543.669922
	Iteration 33Q: 3 clusters Score -1205984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1205985.625000 Penalty: 4543.669922
	Iteration 34Q: 3 clusters Score -1205986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1205990.375000 Penalty: 4543.669922
	Iteration 35Q: 3 clusters Score -1205990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1205991.375000 Penalty: 4543.669922
	Iteration 36Q: 3 clusters Score -1205991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1205995.875000 Penalty: 4543.669922
	Iteration 37Q: 3 clusters Score -1205996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1205998.250000 Penalty: 4543.669922
	Iteration 38Q: 3 clusters Score -1205998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1206001.500000 Penalty: 4543.669922
	Iteration 39Q: 3 clusters Score -1206002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1206005.375000 Penalty: 4543.669922
	Iteration 40F: 3 clusters Score -1206005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1206009.500000 Penalty: 4543.669922
	Iteration 41Q: 3 clusters Score -1206010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1206012.375000 Penalty: 4543.669922
	Iteration 42Q: 3 clusters Score -1206012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1206016.500000 Penalty: 4543.669922
	Iteration 43Q: 3 clusters Score -1206016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1206018.500000 Penalty: 4543.669922
	Iteration 44Q: 3 clusters Score -1206018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1206021.625000 Penalty: 4543.669922
	Iteration 45Q: 3 clusters Score -1206022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1206023.625000 Penalty: 4543.669922
	Iteration 46Q: 3 clusters Score -1206024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1206025.750000 Penalty: 4543.669922
	Iteration 47Q: 3 clusters Score -1206026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1206030.125000 Penalty: 4543.669922
	Iteration 48Q: 3 clusters Score -1206030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1206031.625000 Penalty: 4543.669922
	Iteration 49Q: 3 clusters Score -1206032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1206035.375000 Penalty: 4543.669922
	Iteration 50Q: 3 clusters Score -1206035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1206035.625000 Penalty: 4543.669922
	Iteration 51Q: 3 clusters Score -1206036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1206038.125000 Penalty: 4543.669922
	Iteration 52Q: 3 clusters Score -1206038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1206037.250000 Penalty: 4543.669922
	Iteration 53Q: 3 clusters Score -1206037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1206036.250000 Penalty: 4543.669922
	Iteration 54Q: 3 clusters Score -1206036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1206038.000000 Penalty: 4543.669922
	Iteration 55Q: 3 clusters Score -1206038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1206039.500000 Penalty: 4543.669922
	Iteration 56Q: 3 clusters Score -1206040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1206044.000000 Penalty: 4543.669922
	Iteration 57Q: 3 clusters Score -1206044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1206047.500000 Penalty: 4543.669922
	Iteration 58Q: 3 clusters Score -1206048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1206047.625000 Penalty: 4543.669922
	Iteration 59Q: 3 clusters Score -1206048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1206050.750000 Penalty: 4543.669922
	Iteration 60F: 3 clusters Score -1206051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1206051.125000 Penalty: 4543.669922
	Iteration 61Q: 3 clusters Score -1206051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1206056.125000 Penalty: 4543.669922
	Iteration 62Q: 3 clusters Score -1206056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1206054.625000 Penalty: 4543.669922
	Iteration 63Q: 3 clusters Score -1206055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1206054.625000 Penalty: 4543.669922
	Iteration 64F: 3 clusters Score -1206055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Entering Unmasked Estep 
Score: -3084034.250000 Penalty: 2485.153809
	Iteration 0F: 2 clusters Score -3084034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3068315.500000 Penalty: 4970.307617
	Iteration 0F: 3 clusters Score -3068316 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3073490.000000 Penalty: 4970.307617
	Iteration 1F: 3 clusters Score -3073490 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3073875.250000 Penalty: 4970.307617
	Iteration 2Q: 3 clusters Score -3073875 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3074179.250000 Penalty: 4970.307617
	Iteration 3Q: 3 clusters Score -3074179 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3074466.250000 Penalty: 4970.307617
	Iteration 4Q: 3 clusters Score -3074466 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3074864.500000 Penalty: 4970.307617
	Iteration 5Q: 3 clusters Score -3074864 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3075409.250000 Penalty: 4970.307617
	Iteration 6Q: 3 clusters Score -3075409 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3076255.000000 Penalty: 4970.307617
	Iteration 7F: 3 clusters Score -3076255 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3077502.000000 Penalty: 4970.307617
	Iteration 8F: 3 clusters Score -3077502 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3078856.250000 Penalty: 4970.307617
	Iteration 9F: 3 clusters Score -3078856 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3080070.250000 Penalty: 4970.307617
	Iteration 10F: 3 clusters Score -3080070 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3080907.750000 Penalty: 4970.307617
	Iteration 11Q: 3 clusters Score -3080908 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3081355.000000 Penalty: 4970.307617
	Iteration 12Q: 3 clusters Score -3081355 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3081588.000000 Penalty: 4970.307617
	Iteration 13Q: 3 clusters Score -3081588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3081686.750000 Penalty: 4970.307617
	Iteration 14Q: 3 clusters Score -3081687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3081743.500000 Penalty: 4970.307617
	Iteration 15Q: 3 clusters Score -3081744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3081774.250000 Penalty: 4970.307617
	Iteration 16Q: 3 clusters Score -3081774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3081793.500000 Penalty: 4970.307617
	Iteration 17Q: 3 clusters Score -3081794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3081806.750000 Penalty: 4970.307617
	Iteration 18Q: 3 clusters Score -3081807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3081819.500000 Penalty: 4970.307617
	Iteration 19Q: 3 clusters Score -3081820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3081824.500000 Penalty: 4970.307617
	Iteration 20F: 3 clusters Score -3081824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3081828.000000 Penalty: 4970.307617
	Iteration 21Q: 3 clusters Score -3081828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3081837.250000 Penalty: 4970.307617
	Iteration 22Q: 3 clusters Score -3081837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3081846.250000 Penalty: 4970.307617
	Iteration 23Q: 3 clusters Score -3081846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3081850.000000 Penalty: 4970.307617
	Iteration 24Q: 3 clusters Score -3081850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3081854.500000 Penalty: 4970.307617
	Iteration 25Q: 3 clusters Score -3081854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3081860.500000 Penalty: 4970.307617
	Iteration 26Q: 3 clusters Score -3081860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3081862.500000 Penalty: 4970.307617
	Iteration 27Q: 3 clusters Score -3081862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3081861.750000 Penalty: 4970.307617
	Iteration 28Q: 3 clusters Score -3081862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3081862.750000 Penalty: 4970.307617
	Iteration 29Q: 3 clusters Score -3081863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3081862.750000 Penalty: 4970.307617
	Iteration 30F: 3 clusters Score -3081863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Entering Unmasked Estep 
Score: -23570546.000000 Penalty: 2992.787109
	Iteration 0F: 2 clusters Score -2.357055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -23455534.000000 Penalty: 5985.574219
	Iteration 0F: 3 clusters Score -2.345553e+07 nChanged 83765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -23504418.000000 Penalty: 5985.574219
	Iteration 1F: 3 clusters Score -2.350442e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -23505156.000000 Penalty: 5985.574219
	Iteration 2Q: 3 clusters Score -2.350516e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -23506146.000000 Penalty: 5985.574219
	Iteration 3Q: 3 clusters Score -2.350615e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -23507260.000000 Penalty: 5985.574219
	Iteration 4Q: 3 clusters Score -2.350726e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -23508752.000000 Penalty: 5985.574219
	Iteration 5Q: 3 clusters Score -2.350875e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -23511260.000000 Penalty: 5985.574219
	Iteration 6Q: 3 clusters Score -2.351126e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -23514956.000000 Penalty: 5985.574219
	Iteration 7Q: 3 clusters Score -2.351496e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -23521252.000000 Penalty: 5985.574219
	Iteration 8F: 3 clusters Score -2.352125e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -23530660.000000 Penalty: 5985.574219
	Iteration 9F: 3 clusters Score -2.353066e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -23540796.000000 Penalty: 5985.574219
	Iteration 10F: 3 clusters Score -2.35408e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -23546892.000000 Penalty: 5985.574219
	Iteration 11F: 3 clusters Score -2.354689e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -23549184.000000 Penalty: 5985.574219
	Iteration 12Q: 3 clusters Score -2.354918e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -23550184.000000 Penalty: 5985.574219
	Iteration 13Q: 3 clusters Score -2.355018e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -23550964.000000 Penalty: 5985.574219
	Iteration 14Q: 3 clusters Score -2.355096e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -23551666.000000 Penalty: 5985.574219
	Iteration 15Q: 3 clusters Score -2.355167e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -23552326.000000 Penalty: 5985.574219
	Iteration 16Q: 3 clusters Score -2.355233e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120472 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -23552810.000000 Penalty: 5985.574219
	Iteration 17Q: 3 clusters Score -2.355281e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -23553280.000000 Penalty: 5985.574219
	Iteration 18Q: 3 clusters Score -2.355328e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -23553992.000000 Penalty: 5985.574219
	Iteration 19Q: 3 clusters Score -2.355399e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -23554528.000000 Penalty: 5985.574219
	Iteration 20F: 3 clusters Score -2.355453e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -23555096.000000 Penalty: 5985.574219
	Iteration 21Q: 3 clusters Score -2.35551e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129276 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -23555818.000000 Penalty: 5985.574219
	Iteration 22Q: 3 clusters Score -2.355582e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -23556350.000000 Penalty: 5985.574219
	Iteration 23Q: 3 clusters Score -2.355635e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -23556832.000000 Penalty: 5985.574219
	Iteration 24Q: 3 clusters Score -2.355683e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -23557250.000000 Penalty: 5985.574219
	Iteration 25Q: 3 clusters Score -2.355725e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -23557924.000000 Penalty: 5985.574219
	Iteration 26Q: 3 clusters Score -2.355792e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -23558506.000000 Penalty: 5985.574219
	Iteration 27Q: 3 clusters Score -2.355851e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -23559220.000000 Penalty: 5985.574219
	Iteration 28Q: 3 clusters Score -2.355922e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142111 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -23559926.000000 Penalty: 5985.574219
	Iteration 29Q: 3 clusters Score -2.355993e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -23560452.000000 Penalty: 5985.574219
	Iteration 30Q: 3 clusters Score -2.356045e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -23561096.000000 Penalty: 5985.574219
	Iteration 31Q: 3 clusters Score -2.35611e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -23561816.000000 Penalty: 5985.574219
	Iteration 32Q: 3 clusters Score -2.356182e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -23562552.000000 Penalty: 5985.574219
	Iteration 33Q: 3 clusters Score -2.356255e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -23563178.000000 Penalty: 5985.574219
	Iteration 34Q: 3 clusters Score -2.356318e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -23563768.000000 Penalty: 5985.574219
	Iteration 35Q: 3 clusters Score -2.356377e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -23564484.000000 Penalty: 5985.574219
	Iteration 36Q: 3 clusters Score -2.356448e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -23565140.000000 Penalty: 5985.574219
	Iteration 37Q: 3 clusters Score -2.356514e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159051 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -23565792.000000 Penalty: 5985.574219
	Iteration 38Q: 3 clusters Score -2.356579e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -23566326.000000 Penalty: 5985.574219
	Iteration 39Q: 3 clusters Score -2.356633e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -23566878.000000 Penalty: 5985.574219
	Iteration 40F: 3 clusters Score -2.356688e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -23567348.000000 Penalty: 5985.574219
	Iteration 41Q: 3 clusters Score -2.356735e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -23567672.000000 Penalty: 5985.574219
	Iteration 42Q: 3 clusters Score -2.356767e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166191 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -23568012.000000 Penalty: 5985.574219
	Iteration 43Q: 3 clusters Score -2.356801e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167205 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -23568268.000000 Penalty: 5985.574219
	Iteration 44Q: 3 clusters Score -2.356827e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168134 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -23568514.000000 Penalty: 5985.574219
	Iteration 45Q: 3 clusters Score -2.356851e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -23568710.000000 Penalty: 5985.574219
	Iteration 46Q: 3 clusters Score -2.356871e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -23568770.000000 Penalty: 5985.574219
	Iteration 47Q: 3 clusters Score -2.356877e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23568756.000000 Penalty: 5985.574219
	Iteration 48Q: 3 clusters Score -2.356876e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170671 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -23568810.000000 Penalty: 5985.574219
	Iteration 49Q: 3 clusters Score -2.356881e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -23568800.000000 Penalty: 5985.574219
	Iteration 50Q: 3 clusters Score -2.35688e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171433 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -23568832.000000 Penalty: 5985.574219
	Iteration 51Q: 3 clusters Score -2.356883e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -23568826.000000 Penalty: 5985.574219
	Iteration 52Q: 3 clusters Score -2.356883e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -23568800.000000 Penalty: 5985.574219
	Iteration 53Q: 3 clusters Score -2.35688e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -23568860.000000 Penalty: 5985.574219
	Iteration 54Q: 3 clusters Score -2.356886e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -23568870.000000 Penalty: 5985.574219
	Iteration 55Q: 3 clusters Score -2.356887e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23568900.000000 Penalty: 5985.574219
	Iteration 56Q: 3 clusters Score -2.35689e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23568866.000000 Penalty: 5985.574219
	Iteration 57Q: 3 clusters Score -2.356887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -23568878.000000 Penalty: 5985.574219
	Iteration 58Q: 3 clusters Score -2.356888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23568918.000000 Penalty: 5985.574219
	Iteration 59Q: 3 clusters Score -2.356892e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -23568914.000000 Penalty: 5985.574219
	Iteration 60F: 3 clusters Score -2.356891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23568896.000000 Penalty: 5985.574219
	Iteration 61Q: 3 clusters Score -2.35689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23568884.000000 Penalty: 5985.574219
	Iteration 62Q: 3 clusters Score -2.356888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23568860.000000 Penalty: 5985.574219
	Iteration 63Q: 3 clusters Score -2.356886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23568904.000000 Penalty: 5985.574219
	Iteration 64Q: 3 clusters Score -2.35689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -23568894.000000 Penalty: 5985.574219
	Iteration 65Q: 3 clusters Score -2.356889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172674 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -23568894.000000 Penalty: 5985.574219
	Iteration 66Q: 3 clusters Score -2.356889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172684 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -23568886.000000 Penalty: 5985.574219
	Iteration 67Q: 3 clusters Score -2.356889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172691 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -23568884.000000 Penalty: 5985.574219
	Iteration 68Q: 3 clusters Score -2.356888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -23568882.000000 Penalty: 5985.574219
	Iteration 69Q: 3 clusters Score -2.356888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172699 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23568878.000000 Penalty: 5985.574219
	Iteration 70Q: 3 clusters Score -2.356888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23568870.000000 Penalty: 5985.574219
	Iteration 71Q: 3 clusters Score -2.356887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23568870.000000 Penalty: 5985.574219
	Iteration 72Q: 3 clusters Score -2.356887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172708 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23568888.000000 Penalty: 5985.574219
	Iteration 73Q: 3 clusters Score -2.356889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172710 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23568882.000000 Penalty: 5985.574219
	Iteration 74Q: 3 clusters Score -2.356888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172712 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23568880.000000 Penalty: 5985.574219
	Iteration 75Q: 3 clusters Score -2.356888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172714 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23568902.000000 Penalty: 5985.574219
	Iteration 76Q: 3 clusters Score -2.35689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -23568890.000000 Penalty: 5985.574219
	Iteration 77Q: 3 clusters Score -2.356889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23568896.000000 Penalty: 5985.574219
	Iteration 78Q: 3 clusters Score -2.35689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172724 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23568886.000000 Penalty: 5985.574219
	Iteration 79Q: 3 clusters Score -2.356889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172727 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23568902.000000 Penalty: 5985.574219
	Iteration 80F: 3 clusters Score -2.35689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23568898.000000 Penalty: 5985.574219
	Iteration 81Q: 3 clusters Score -2.35689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -23568882.000000 Penalty: 5985.574219
	Iteration 82Q: 3 clusters Score -2.356888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172741 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23568888.000000 Penalty: 5985.574219
	Iteration 83Q: 3 clusters Score -2.356889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23568894.000000 Penalty: 5985.574219
	Iteration 84Q: 3 clusters Score -2.356889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -23568888.000000 Penalty: 5985.574219
	Iteration 85Q: 3 clusters Score -2.356889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -23568896.000000 Penalty: 5985.574219
	Iteration 86Q: 3 clusters Score -2.35689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23568882.000000 Penalty: 5985.574219
	Iteration 87Q: 3 clusters Score -2.356888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23568882.000000 Penalty: 5985.574219
	Iteration 88F: 3 clusters Score -2.356888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Entering Unmasked Estep 
Score: -1855539.875000 Penalty: 2362.617432
	Iteration 0F: 2 clusters Score -1855540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1845394.375000 Penalty: 4725.234863
	Iteration 0F: 3 clusters Score -1845394 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1848547.750000 Penalty: 4725.234863
	Iteration 1F: 3 clusters Score -1848548 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1848905.250000 Penalty: 4725.234863
	Iteration 2F: 3 clusters Score -1848905 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1849227.500000 Penalty: 4725.234863
	Iteration 3F: 3 clusters Score -1849228 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1849554.500000 Penalty: 4725.234863
	Iteration 4Q: 3 clusters Score -1849554 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1849858.125000 Penalty: 4725.234863
	Iteration 5Q: 3 clusters Score -1849858 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1850161.000000 Penalty: 4725.234863
	Iteration 6Q: 3 clusters Score -1850161 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1850475.500000 Penalty: 4725.234863
	Iteration 7Q: 3 clusters Score -1850476 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1850842.375000 Penalty: 4725.234863
	Iteration 8Q: 3 clusters Score -1850842 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1851212.375000 Penalty: 4725.234863
	Iteration 9Q: 3 clusters Score -1851212 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1851580.875000 Penalty: 4725.234863
	Iteration 10Q: 3 clusters Score -1851581 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1851988.375000 Penalty: 4725.234863
	Iteration 11Q: 3 clusters Score -1851988 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1852340.500000 Penalty: 4725.234863
	Iteration 12Q: 3 clusters Score -1852340 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1852621.750000 Penalty: 4725.234863
	Iteration 13Q: 3 clusters Score -1852622 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1852808.750000 Penalty: 4725.234863
	Iteration 14Q: 3 clusters Score -1852809 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1852906.125000 Penalty: 4725.234863
	Iteration 15Q: 3 clusters Score -1852906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1852975.750000 Penalty: 4725.234863
	Iteration 16Q: 3 clusters Score -1852976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1853030.750000 Penalty: 4725.234863
	Iteration 17Q: 3 clusters Score -1853031 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1853064.875000 Penalty: 4725.234863
	Iteration 18Q: 3 clusters Score -1853065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1853093.250000 Penalty: 4725.234863
	Iteration 19Q: 3 clusters Score -1853093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1853115.000000 Penalty: 4725.234863
	Iteration 20F: 3 clusters Score -1853115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1853129.875000 Penalty: 4725.234863
	Iteration 21Q: 3 clusters Score -1853130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1853148.750000 Penalty: 4725.234863
	Iteration 22Q: 3 clusters Score -1853149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1853164.125000 Penalty: 4725.234863
	Iteration 23Q: 3 clusters Score -1853164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1853175.000000 Penalty: 4725.234863
	Iteration 24Q: 3 clusters Score -1853175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1853190.125000 Penalty: 4725.234863
	Iteration 25Q: 3 clusters Score -1853190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1853213.000000 Penalty: 4725.234863
	Iteration 26Q: 3 clusters Score -1853213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1853223.500000 Penalty: 4725.234863
	Iteration 27Q: 3 clusters Score -1853224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1853241.500000 Penalty: 4725.234863
	Iteration 28Q: 3 clusters Score -1853242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1853252.875000 Penalty: 4725.234863
	Iteration 29Q: 3 clusters Score -1853253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1853261.500000 Penalty: 4725.234863
	Iteration 30Q: 3 clusters Score -1853262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1853271.750000 Penalty: 4725.234863
	Iteration 31Q: 3 clusters Score -1853272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1853287.125000 Penalty: 4725.234863
	Iteration 32Q: 3 clusters Score -1853287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1853298.250000 Penalty: 4725.234863
	Iteration 33Q: 3 clusters Score -1853298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1853300.625000 Penalty: 4725.234863
	Iteration 34Q: 3 clusters Score -1853301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1853305.000000 Penalty: 4725.234863
	Iteration 35Q: 3 clusters Score -1853305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1853309.875000 Penalty: 4725.234863
	Iteration 36Q: 3 clusters Score -1853310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1853313.625000 Penalty: 4725.234863
	Iteration 37Q: 3 clusters Score -1853314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1853320.875000 Penalty: 4725.234863
	Iteration 38Q: 3 clusters Score -1853321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1853327.375000 Penalty: 4725.234863
	Iteration 39Q: 3 clusters Score -1853327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1853331.625000 Penalty: 4725.234863
	Iteration 40F: 3 clusters Score -1853332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1853335.500000 Penalty: 4725.234863
	Iteration 41Q: 3 clusters Score -1853336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1853335.375000 Penalty: 4725.234863
	Iteration 42Q: 3 clusters Score -1853335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1853340.250000 Penalty: 4725.234863
	Iteration 43Q: 3 clusters Score -1853340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1853344.500000 Penalty: 4725.234863
	Iteration 44Q: 3 clusters Score -1853344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1853347.625000 Penalty: 4725.234863
	Iteration 45Q: 3 clusters Score -1853348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1853346.000000 Penalty: 4725.234863
	Iteration 46Q: 3 clusters Score -1853346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1853348.875000 Penalty: 4725.234863
	Iteration 47Q: 3 clusters Score -1853349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1853351.875000 Penalty: 4725.234863
	Iteration 48Q: 3 clusters Score -1853352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1853352.875000 Penalty: 4725.234863
	Iteration 49Q: 3 clusters Score -1853353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1853356.375000 Penalty: 4725.234863
	Iteration 50Q: 3 clusters Score -1853356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1853356.875000 Penalty: 4725.234863
	Iteration 51Q: 3 clusters Score -1853357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1853361.125000 Penalty: 4725.234863
	Iteration 52Q: 3 clusters Score -1853361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1853363.625000 Penalty: 4725.234863
	Iteration 53Q: 3 clusters Score -1853364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1853367.625000 Penalty: 4725.234863
	Iteration 54Q: 3 clusters Score -1853368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1853366.250000 Penalty: 4725.234863
	Iteration 55Q: 3 clusters Score -1853366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1853373.125000 Penalty: 4725.234863
	Iteration 56Q: 3 clusters Score -1853373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1853370.750000 Penalty: 4725.234863
	Iteration 57Q: 3 clusters Score -1853371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1853370.750000 Penalty: 4725.234863
	Iteration 58Q: 3 clusters Score -1853371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1853371.750000 Penalty: 4725.234863
	Iteration 59Q: 3 clusters Score -1853372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1853371.875000 Penalty: 4725.234863
	Iteration 60F: 3 clusters Score -1853372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1853374.250000 Penalty: 4725.234863
	Iteration 61Q: 3 clusters Score -1853374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1853376.875000 Penalty: 4725.234863
	Iteration 62Q: 3 clusters Score -1853377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1853376.000000 Penalty: 4725.234863
	Iteration 63Q: 3 clusters Score -1853376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1853376.125000 Penalty: 4725.234863
	Iteration 64Q: 3 clusters Score -1853376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1853376.125000 Penalty: 4725.234863
	Iteration 65F: 3 clusters Score -1853376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -38957.429688 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -38957.43 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 186 members 
Entering Unmasked Estep 
Score: -37588.796875 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -37588.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37772.214844 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -37772.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37813.902344 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -37813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37851.683594 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -37851.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37874.648438 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -37874.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37879.812500 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -37879.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37879.812500 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -37879.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -223319.156250 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -223319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220863.093750 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -220863.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -221441.375000 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -221441.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -221814.031250 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -221814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222333.843750 Penalty: 3715.302734
	Iteration 3F: 3 clusters Score -222333.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -222888.656250 Penalty: 3715.302734
	Iteration 4F: 3 clusters Score -222888.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -223332.937500 Penalty: 3715.302734
	Iteration 5F: 3 clusters Score -223332.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -223628.312500 Penalty: 3715.302734
	Iteration 6F: 3 clusters Score -223628.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -223739.328125 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -223739.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -223776.921875 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -223776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -223788.125000 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -223788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -223794.187500 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -223794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -223797.515625 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -223797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -223797.515625 Penalty: 3715.302734
	Iteration 12F: 3 clusters Score -223797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 140169 members 
Mstep: Class 9 contains 43528 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22489 members 
Mstep: Class 14 contains 174153 members 
Mstep: Class 15 contains 13721 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157724 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 70972 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
Score: -126450344.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126451416.000000 to -126450344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20350.525391 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20350.53 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 103 members 
Entering Unmasked Estep 
Score: -19289.240234 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19289.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19441.982422 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -19441.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19501.765625 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -19501.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19508.232422 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -19508.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19508.232422 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -19508.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157724 members 
Entering Unmasked Estep 
Score: -21379194.000000 Penalty: 2968.213379
	Iteration 0F: 2 clusters Score -2.137919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -21275988.000000 Penalty: 5936.426758
	Iteration 0F: 3 clusters Score -2.127599e+07 nChanged 75345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -21319286.000000 Penalty: 5936.426758
	Iteration 1F: 3 clusters Score -2.131929e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -21320260.000000 Penalty: 5936.426758
	Iteration 2Q: 3 clusters Score -2.132026e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -21321096.000000 Penalty: 5936.426758
	Iteration 3Q: 3 clusters Score -2.13211e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -21322054.000000 Penalty: 5936.426758
	Iteration 4Q: 3 clusters Score -2.132205e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -21323096.000000 Penalty: 5936.426758
	Iteration 5Q: 3 clusters Score -2.13231e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -21324588.000000 Penalty: 5936.426758
	Iteration 6Q: 3 clusters Score -2.132459e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -21326202.000000 Penalty: 5936.426758
	Iteration 7Q: 3 clusters Score -2.13262e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -21328232.000000 Penalty: 5936.426758
	Iteration 8Q: 3 clusters Score -2.132823e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -21331384.000000 Penalty: 5936.426758
	Iteration 9Q: 3 clusters Score -2.133138e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -21335552.000000 Penalty: 5936.426758
	Iteration 10Q: 3 clusters Score -2.133555e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -21341526.000000 Penalty: 5936.426758
	Iteration 11F: 3 clusters Score -2.134153e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -21348042.000000 Penalty: 5936.426758
	Iteration 12F: 3 clusters Score -2.134804e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -21352826.000000 Penalty: 5936.426758
	Iteration 13F: 3 clusters Score -2.135283e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -21355152.000000 Penalty: 5936.426758
	Iteration 14Q: 3 clusters Score -2.135515e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -21356260.000000 Penalty: 5936.426758
	Iteration 15Q: 3 clusters Score -2.135626e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -21357066.000000 Penalty: 5936.426758
	Iteration 16Q: 3 clusters Score -2.135707e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -21357644.000000 Penalty: 5936.426758
	Iteration 17Q: 3 clusters Score -2.135764e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -21358218.000000 Penalty: 5936.426758
	Iteration 18Q: 3 clusters Score -2.135822e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -21358930.000000 Penalty: 5936.426758
	Iteration 19Q: 3 clusters Score -2.135893e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 111305 members 
Entering Unmasked Estep 
Score: -21359476.000000 Penalty: 5936.426758
	Iteration 20F: 3 clusters Score -2.135948e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -21360082.000000 Penalty: 5936.426758
	Iteration 21Q: 3 clusters Score -2.136008e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -21360722.000000 Penalty: 5936.426758
	Iteration 22Q: 3 clusters Score -2.136072e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -21361296.000000 Penalty: 5936.426758
	Iteration 23Q: 3 clusters Score -2.13613e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -21361788.000000 Penalty: 5936.426758
	Iteration 24Q: 3 clusters Score -2.136179e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -21362416.000000 Penalty: 5936.426758
	Iteration 25Q: 3 clusters Score -2.136242e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -21363058.000000 Penalty: 5936.426758
	Iteration 26Q: 3 clusters Score -2.136306e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -21363654.000000 Penalty: 5936.426758
	Iteration 27Q: 3 clusters Score -2.136365e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -21364446.000000 Penalty: 5936.426758
	Iteration 28Q: 3 clusters Score -2.136445e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 130268 members 
Entering Unmasked Estep 
Score: -21365200.000000 Penalty: 5936.426758
	Iteration 29Q: 3 clusters Score -2.13652e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -21366192.000000 Penalty: 5936.426758
	Iteration 30Q: 3 clusters Score -2.136619e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 134695 members 
Entering Unmasked Estep 
Score: -21367098.000000 Penalty: 5936.426758
	Iteration 31Q: 3 clusters Score -2.13671e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 136816 members 
Entering Unmasked Estep 
Score: -21368032.000000 Penalty: 5936.426758
	Iteration 32Q: 3 clusters Score -2.136803e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -21369134.000000 Penalty: 5936.426758
	Iteration 33Q: 3 clusters Score -2.136913e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -21370058.000000 Penalty: 5936.426758
	Iteration 34Q: 3 clusters Score -2.137006e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -21371000.000000 Penalty: 5936.426758
	Iteration 35Q: 3 clusters Score -2.1371e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 144537 members 
Entering Unmasked Estep 
Score: -21371858.000000 Penalty: 5936.426758
	Iteration 36Q: 3 clusters Score -2.137186e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -21372756.000000 Penalty: 5936.426758
	Iteration 37Q: 3 clusters Score -2.137276e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -21373568.000000 Penalty: 5936.426758
	Iteration 38Q: 3 clusters Score -2.137357e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 148553 members 
Entering Unmasked Estep 
Score: -21374232.000000 Penalty: 5936.426758
	Iteration 39Q: 3 clusters Score -2.137423e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 149507 members 
Entering Unmasked Estep 
Score: -21374732.000000 Penalty: 5936.426758
	Iteration 40F: 3 clusters Score -2.137473e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 150343 members 
Entering Unmasked Estep 
Score: -21375206.000000 Penalty: 5936.426758
	Iteration 41Q: 3 clusters Score -2.137521e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 151068 members 
Entering Unmasked Estep 
Score: -21375618.000000 Penalty: 5936.426758
	Iteration 42Q: 3 clusters Score -2.137562e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -21375782.000000 Penalty: 5936.426758
	Iteration 43Q: 3 clusters Score -2.137578e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 152152 members 
Entering Unmasked Estep 
Score: -21375970.000000 Penalty: 5936.426758
	Iteration 44Q: 3 clusters Score -2.137597e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 152600 members 
Entering Unmasked Estep 
Score: -21376046.000000 Penalty: 5936.426758
	Iteration 45Q: 3 clusters Score -2.137605e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -21376230.000000 Penalty: 5936.426758
	Iteration 46Q: 3 clusters Score -2.137623e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -21376332.000000 Penalty: 5936.426758
	Iteration 47Q: 3 clusters Score -2.137633e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -21376400.000000 Penalty: 5936.426758
	Iteration 48Q: 3 clusters Score -2.13764e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 153812 members 
Entering Unmasked Estep 
Score: -21376486.000000 Penalty: 5936.426758
	Iteration 49Q: 3 clusters Score -2.137649e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 154026 members 
Entering Unmasked Estep 
Score: -21376568.000000 Penalty: 5936.426758
	Iteration 50Q: 3 clusters Score -2.137657e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 154214 members 
Entering Unmasked Estep 
Score: -21376686.000000 Penalty: 5936.426758
	Iteration 51Q: 3 clusters Score -2.137669e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -21376690.000000 Penalty: 5936.426758
	Iteration 52Q: 3 clusters Score -2.137669e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -21376740.000000 Penalty: 5936.426758
	Iteration 53Q: 3 clusters Score -2.137674e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 154627 members 
Entering Unmasked Estep 
Score: -21376766.000000 Penalty: 5936.426758
	Iteration 54Q: 3 clusters Score -2.137677e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -21376780.000000 Penalty: 5936.426758
	Iteration 55Q: 3 clusters Score -2.137678e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -21376810.000000 Penalty: 5936.426758
	Iteration 56Q: 3 clusters Score -2.137681e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 154937 members 
Entering Unmasked Estep 
Score: -21376824.000000 Penalty: 5936.426758
	Iteration 57Q: 3 clusters Score -2.137682e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -21376830.000000 Penalty: 5936.426758
	Iteration 58Q: 3 clusters Score -2.137683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 155084 members 
Entering Unmasked Estep 
Score: -21376854.000000 Penalty: 5936.426758
	Iteration 59Q: 3 clusters Score -2.137685e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -21376872.000000 Penalty: 5936.426758
	Iteration 60F: 3 clusters Score -2.137687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 155205 members 
Entering Unmasked Estep 
Score: -21376880.000000 Penalty: 5936.426758
	Iteration 61Q: 3 clusters Score -2.137688e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -21376892.000000 Penalty: 5936.426758
	Iteration 62Q: 3 clusters Score -2.137689e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -21376902.000000 Penalty: 5936.426758
	Iteration 63Q: 3 clusters Score -2.13769e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -21376910.000000 Penalty: 5936.426758
	Iteration 64Q: 3 clusters Score -2.137691e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -21376974.000000 Penalty: 5936.426758
	Iteration 65Q: 3 clusters Score -2.137697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -21376976.000000 Penalty: 5936.426758
	Iteration 66Q: 3 clusters Score -2.137698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -21376986.000000 Penalty: 5936.426758
	Iteration 67Q: 3 clusters Score -2.137699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
Score: -21376998.000000 Penalty: 5936.426758
	Iteration 68Q: 3 clusters Score -2.1377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -21377004.000000 Penalty: 5936.426758
	Iteration 69Q: 3 clusters Score -2.1377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 155553 members 
Entering Unmasked Estep 
Score: -21377030.000000 Penalty: 5936.426758
	Iteration 70Q: 3 clusters Score -2.137703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 155584 members 
Entering Unmasked Estep 
Score: -21377024.000000 Penalty: 5936.426758
	Iteration 71Q: 3 clusters Score -2.137702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -21377030.000000 Penalty: 5936.426758
	Iteration 72Q: 3 clusters Score -2.137703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -21377034.000000 Penalty: 5936.426758
	Iteration 73Q: 3 clusters Score -2.137703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -21377034.000000 Penalty: 5936.426758
	Iteration 74Q: 3 clusters Score -2.137703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -21377036.000000 Penalty: 5936.426758
	Iteration 75Q: 3 clusters Score -2.137704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 155668 members 
Entering Unmasked Estep 
Score: -21377056.000000 Penalty: 5936.426758
	Iteration 76Q: 3 clusters Score -2.137706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -21377062.000000 Penalty: 5936.426758
	Iteration 77Q: 3 clusters Score -2.137706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 155684 members 
Entering Unmasked Estep 
Score: -21377076.000000 Penalty: 5936.426758
	Iteration 78Q: 3 clusters Score -2.137708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -21377082.000000 Penalty: 5936.426758
	Iteration 79Q: 3 clusters Score -2.137708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -21377084.000000 Penalty: 5936.426758
	Iteration 80F: 3 clusters Score -2.137708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -21377092.000000 Penalty: 5936.426758
	Iteration 81Q: 3 clusters Score -2.137709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -21377100.000000 Penalty: 5936.426758
	Iteration 82Q: 3 clusters Score -2.13771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -21377110.000000 Penalty: 5936.426758
	Iteration 83Q: 3 clusters Score -2.137711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -21377108.000000 Penalty: 5936.426758
	Iteration 84Q: 3 clusters Score -2.137711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 155728 members 
Entering Unmasked Estep 
Score: -21377110.000000 Penalty: 5936.426758
	Iteration 85Q: 3 clusters Score -2.137711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -21377110.000000 Penalty: 5936.426758
	Iteration 86Q: 3 clusters Score -2.137711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 155739 members 
Entering Unmasked Estep 
Score: -21377098.000000 Penalty: 5936.426758
	Iteration 87Q: 3 clusters Score -2.13771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -21377108.000000 Penalty: 5936.426758
	Iteration 88Q: 3 clusters Score -2.137711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -21377100.000000 Penalty: 5936.426758
	Iteration 89Q: 3 clusters Score -2.13771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -21377092.000000 Penalty: 5936.426758
	Iteration 90Q: 3 clusters Score -2.137709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -21377106.000000 Penalty: 5936.426758
	Iteration 91Q: 3 clusters Score -2.137711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -21377108.000000 Penalty: 5936.426758
	Iteration 92Q: 3 clusters Score -2.137711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 155767 members 
Entering Unmasked Estep 
Score: -21377114.000000 Penalty: 5936.426758
	Iteration 93Q: 3 clusters Score -2.137711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -21377114.000000 Penalty: 5936.426758
	Iteration 94Q: 3 clusters Score -2.137711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -21377124.000000 Penalty: 5936.426758
	Iteration 95Q: 3 clusters Score -2.137712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -21377108.000000 Penalty: 5936.426758
	Iteration 96Q: 3 clusters Score -2.137711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -21377116.000000 Penalty: 5936.426758
	Iteration 97Q: 3 clusters Score -2.137712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -21377106.000000 Penalty: 5936.426758
	Iteration 98Q: 3 clusters Score -2.137711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -21377106.000000 Penalty: 5936.426758
	Iteration 99Q: 3 clusters Score -2.137711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -21377106.000000 Penalty: 5936.426758
	Iteration 100F: 3 clusters Score -2.137711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -21377104.000000 Penalty: 5936.426758
	Iteration 101Q: 3 clusters Score -2.13771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 155794 members 
Entering Unmasked Estep 
Score: -21377102.000000 Penalty: 5936.426758
	Iteration 102Q: 3 clusters Score -2.13771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 155796 members 
Entering Unmasked Estep 
Score: -21377116.000000 Penalty: 5936.426758
	Iteration 103Q: 3 clusters Score -2.137712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -21377102.000000 Penalty: 5936.426758
	Iteration 104Q: 3 clusters Score -2.13771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -21377116.000000 Penalty: 5936.426758
	Iteration 105Q: 3 clusters Score -2.137712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -21377110.000000 Penalty: 5936.426758
	Iteration 106Q: 3 clusters Score -2.137711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -21377118.000000 Penalty: 5936.426758
	Iteration 107Q: 3 clusters Score -2.137712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 155810 members 
Entering Unmasked Estep 
Score: -21377114.000000 Penalty: 5936.426758
	Iteration 108Q: 3 clusters Score -2.137711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -21377120.000000 Penalty: 5936.426758
	Iteration 109Q: 3 clusters Score -2.137712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -21377114.000000 Penalty: 5936.426758
	Iteration 110Q: 3 clusters Score -2.137711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -21377114.000000 Penalty: 5936.426758
	Iteration 111F: 3 clusters Score -2.137711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Entering Unmasked Estep 
Score: -1547397.875000 Penalty: 2347.565430
	Iteration 0F: 2 clusters Score -1547398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1537889.500000 Penalty: 4695.130859
	Iteration 0F: 3 clusters Score -1537890 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1541184.750000 Penalty: 4695.130859
	Iteration 1F: 3 clusters Score -1541185 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1542031.250000 Penalty: 4695.130859
	Iteration 2F: 3 clusters Score -1542031 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1542904.250000 Penalty: 4695.130859
	Iteration 3F: 3 clusters Score -1542904 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1543694.500000 Penalty: 4695.130859
	Iteration 4F: 3 clusters Score -1543694 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1544261.250000 Penalty: 4695.130859
	Iteration 5F: 3 clusters Score -1544261 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1544784.375000 Penalty: 4695.130859
	Iteration 6F: 3 clusters Score -1544784 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1545192.250000 Penalty: 4695.130859
	Iteration 7Q: 3 clusters Score -1545192 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1545454.000000 Penalty: 4695.130859
	Iteration 8Q: 3 clusters Score -1545454 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1545635.500000 Penalty: 4695.130859
	Iteration 9Q: 3 clusters Score -1545636 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1545748.750000 Penalty: 4695.130859
	Iteration 10Q: 3 clusters Score -1545749 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1545826.375000 Penalty: 4695.130859
	Iteration 11Q: 3 clusters Score -1545826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1545870.000000 Penalty: 4695.130859
	Iteration 12Q: 3 clusters Score -1545870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1545898.875000 Penalty: 4695.130859
	Iteration 13Q: 3 clusters Score -1545899 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1545931.375000 Penalty: 4695.130859
	Iteration 14Q: 3 clusters Score -1545931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1545944.750000 Penalty: 4695.130859
	Iteration 15Q: 3 clusters Score -1545945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1545948.625000 Penalty: 4695.130859
	Iteration 16Q: 3 clusters Score -1545949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1545957.000000 Penalty: 4695.130859
	Iteration 17Q: 3 clusters Score -1545957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1545961.125000 Penalty: 4695.130859
	Iteration 18Q: 3 clusters Score -1545961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1545967.375000 Penalty: 4695.130859
	Iteration 19Q: 3 clusters Score -1545967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1545976.875000 Penalty: 4695.130859
	Iteration 20F: 3 clusters Score -1545977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1545979.125000 Penalty: 4695.130859
	Iteration 21Q: 3 clusters Score -1545979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1545978.250000 Penalty: 4695.130859
	Iteration 22Q: 3 clusters Score -1545978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1545979.375000 Penalty: 4695.130859
	Iteration 23Q: 3 clusters Score -1545979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1545987.000000 Penalty: 4695.130859
	Iteration 24Q: 3 clusters Score -1545987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1545991.000000 Penalty: 4695.130859
	Iteration 25Q: 3 clusters Score -1545991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1545994.375000 Penalty: 4695.130859
	Iteration 26Q: 3 clusters Score -1545994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1545993.250000 Penalty: 4695.130859
	Iteration 27Q: 3 clusters Score -1545993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1545993.125000 Penalty: 4695.130859
	Iteration 28Q: 3 clusters Score -1545993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1545992.875000 Penalty: 4695.130859
	Iteration 29Q: 3 clusters Score -1545993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1545993.875000 Penalty: 4695.130859
	Iteration 30Q: 3 clusters Score -1545994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1545993.625000 Penalty: 4695.130859
	Iteration 31Q: 3 clusters Score -1545994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1545994.250000 Penalty: 4695.130859
	Iteration 32Q: 3 clusters Score -1545994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1545995.250000 Penalty: 4695.130859
	Iteration 33Q: 3 clusters Score -1545995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1545992.125000 Penalty: 4695.130859
	Iteration 34Q: 3 clusters Score -1545992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1545994.750000 Penalty: 4695.130859
	Iteration 35Q: 3 clusters Score -1545995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1545996.000000 Penalty: 4695.130859
	Iteration 36Q: 3 clusters Score -1545996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1545996.000000 Penalty: 4695.130859
	Iteration 37F: 3 clusters Score -1545996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -12036.262695 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -12036.26 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 72 members 
Entering Unmasked Estep 
Score: -11161.080078 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -11161.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11303.355469 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -11303.36 nChanged 4
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: -11411.256836 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -11411.26 nChanged 3
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: -11450.777344 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -11450.78 nChanged 2
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: -11491.783203 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -11491.78 nChanged 2
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: -11508.638672 Penalty: 2447.499023
	Iteration 5Q: 3 clusters Score -11508.64 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: -11508.638672 Penalty: 2447.499023
	Iteration 6F: 3 clusters Score -11508.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -70530.906250 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -70530.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68900.492188 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -68900.49 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69163.601562 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -69163.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69295.046875 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -69295.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69372.078125 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -69372.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69456.976562 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -69456.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69603.031250 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -69603.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69715.921875 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -69715.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69755.156250 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -69755.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69787.382812 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -69787.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69807.125000 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -69807.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69826.648438 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -69826.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69854.875000 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69854.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69874.890625 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69874.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69894.507812 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -69894.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69909.078125 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -69909.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69916.179688 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -69916.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69919.304688 Penalty: 3173.703125
	Iteration 16F: 3 clusters Score -69919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69922.437500 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -69922.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69924.718750 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -69924.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69928.632812 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -69928.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69932.500000 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -69932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Entering Unmasked Estep 
Score: -3489536.750000 Penalty: 2515.672852
	Iteration 0F: 2 clusters Score -3489537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3471994.250000 Penalty: 5031.345703
	Iteration 0F: 3 clusters Score -3471994 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3478217.250000 Penalty: 5031.345703
	Iteration 1F: 3 clusters Score -3478217 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3478680.250000 Penalty: 5031.345703
	Iteration 2F: 3 clusters Score -3478680 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3479137.500000 Penalty: 5031.345703
	Iteration 3Q: 3 clusters Score -3479138 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3479585.750000 Penalty: 5031.345703
	Iteration 4Q: 3 clusters Score -3479586 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3480096.000000 Penalty: 5031.345703
	Iteration 5Q: 3 clusters Score -3480096 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3480629.000000 Penalty: 5031.345703
	Iteration 6Q: 3 clusters Score -3480629 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3481284.000000 Penalty: 5031.345703
	Iteration 7Q: 3 clusters Score -3481284 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3482151.500000 Penalty: 5031.345703
	Iteration 8F: 3 clusters Score -3482152 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3483211.000000 Penalty: 5031.345703
	Iteration 9F: 3 clusters Score -3483211 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3484207.750000 Penalty: 5031.345703
	Iteration 10F: 3 clusters Score -3484208 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3484871.250000 Penalty: 5031.345703
	Iteration 11Q: 3 clusters Score -3484871 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3485219.500000 Penalty: 5031.345703
	Iteration 12Q: 3 clusters Score -3485220 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3485365.250000 Penalty: 5031.345703
	Iteration 13Q: 3 clusters Score -3485365 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3485454.250000 Penalty: 5031.345703
	Iteration 14Q: 3 clusters Score -3485454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3485542.750000 Penalty: 5031.345703
	Iteration 15Q: 3 clusters Score -3485543 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3485620.000000 Penalty: 5031.345703
	Iteration 16Q: 3 clusters Score -3485620 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3485677.500000 Penalty: 5031.345703
	Iteration 17Q: 3 clusters Score -3485678 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3485767.250000 Penalty: 5031.345703
	Iteration 18Q: 3 clusters Score -3485767 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3485812.000000 Penalty: 5031.345703
	Iteration 19Q: 3 clusters Score -3485812 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3485887.250000 Penalty: 5031.345703
	Iteration 20F: 3 clusters Score -3485887 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3485966.000000 Penalty: 5031.345703
	Iteration 21Q: 3 clusters Score -3485966 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3486014.000000 Penalty: 5031.345703
	Iteration 22Q: 3 clusters Score -3486014 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3486083.500000 Penalty: 5031.345703
	Iteration 23Q: 3 clusters Score -3486084 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3486126.750000 Penalty: 5031.345703
	Iteration 24Q: 3 clusters Score -3486127 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3486170.500000 Penalty: 5031.345703
	Iteration 25Q: 3 clusters Score -3486170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3486206.500000 Penalty: 5031.345703
	Iteration 26Q: 3 clusters Score -3486206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3486249.250000 Penalty: 5031.345703
	Iteration 27Q: 3 clusters Score -3486249 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3486289.000000 Penalty: 5031.345703
	Iteration 28Q: 3 clusters Score -3486289 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3486352.250000 Penalty: 5031.345703
	Iteration 29Q: 3 clusters Score -3486352 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3486421.250000 Penalty: 5031.345703
	Iteration 30Q: 3 clusters Score -3486421 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3486466.000000 Penalty: 5031.345703
	Iteration 31Q: 3 clusters Score -3486466 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3486516.000000 Penalty: 5031.345703
	Iteration 32Q: 3 clusters Score -3486516 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3486590.000000 Penalty: 5031.345703
	Iteration 33Q: 3 clusters Score -3486590 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3486639.750000 Penalty: 5031.345703
	Iteration 34Q: 3 clusters Score -3486640 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3486706.000000 Penalty: 5031.345703
	Iteration 35Q: 3 clusters Score -3486706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3486763.500000 Penalty: 5031.345703
	Iteration 36Q: 3 clusters Score -3486764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3486825.500000 Penalty: 5031.345703
	Iteration 37Q: 3 clusters Score -3486826 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3486902.250000 Penalty: 5031.345703
	Iteration 38Q: 3 clusters Score -3486902 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3486969.750000 Penalty: 5031.345703
	Iteration 39Q: 3 clusters Score -3486970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3487013.000000 Penalty: 5031.345703
	Iteration 40F: 3 clusters Score -3487013 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3487060.250000 Penalty: 5031.345703
	Iteration 41Q: 3 clusters Score -3487060 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3487089.000000 Penalty: 5031.345703
	Iteration 42Q: 3 clusters Score -3487089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3487130.750000 Penalty: 5031.345703
	Iteration 43Q: 3 clusters Score -3487131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3487155.000000 Penalty: 5031.345703
	Iteration 44Q: 3 clusters Score -3487155 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3487188.000000 Penalty: 5031.345703
	Iteration 45Q: 3 clusters Score -3487188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3487219.250000 Penalty: 5031.345703
	Iteration 46Q: 3 clusters Score -3487219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3487241.000000 Penalty: 5031.345703
	Iteration 47Q: 3 clusters Score -3487241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3487259.000000 Penalty: 5031.345703
	Iteration 48Q: 3 clusters Score -3487259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3487279.000000 Penalty: 5031.345703
	Iteration 49Q: 3 clusters Score -3487279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3487295.000000 Penalty: 5031.345703
	Iteration 50Q: 3 clusters Score -3487295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3487324.500000 Penalty: 5031.345703
	Iteration 51Q: 3 clusters Score -3487324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3487355.000000 Penalty: 5031.345703
	Iteration 52Q: 3 clusters Score -3487355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3487366.000000 Penalty: 5031.345703
	Iteration 53Q: 3 clusters Score -3487366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3487386.500000 Penalty: 5031.345703
	Iteration 54Q: 3 clusters Score -3487386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3487413.000000 Penalty: 5031.345703
	Iteration 55Q: 3 clusters Score -3487413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3487419.750000 Penalty: 5031.345703
	Iteration 56Q: 3 clusters Score -3487420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3487433.250000 Penalty: 5031.345703
	Iteration 57Q: 3 clusters Score -3487433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3487445.000000 Penalty: 5031.345703
	Iteration 58Q: 3 clusters Score -3487445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3487460.000000 Penalty: 5031.345703
	Iteration 59Q: 3 clusters Score -3487460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3487479.000000 Penalty: 5031.345703
	Iteration 60F: 3 clusters Score -3487479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3487483.000000 Penalty: 5031.345703
	Iteration 61Q: 3 clusters Score -3487483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3487491.750000 Penalty: 5031.345703
	Iteration 62Q: 3 clusters Score -3487492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3487497.750000 Penalty: 5031.345703
	Iteration 63Q: 3 clusters Score -3487498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3487507.000000 Penalty: 5031.345703
	Iteration 64Q: 3 clusters Score -3487507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3487519.250000 Penalty: 5031.345703
	Iteration 65Q: 3 clusters Score -3487519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3487528.500000 Penalty: 5031.345703
	Iteration 66Q: 3 clusters Score -3487528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3487535.000000 Penalty: 5031.345703
	Iteration 67Q: 3 clusters Score -3487535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3487549.000000 Penalty: 5031.345703
	Iteration 68Q: 3 clusters Score -3487549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3487553.750000 Penalty: 5031.345703
	Iteration 69Q: 3 clusters Score -3487554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3487558.750000 Penalty: 5031.345703
	Iteration 70Q: 3 clusters Score -3487559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3487562.500000 Penalty: 5031.345703
	Iteration 71Q: 3 clusters Score -3487562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3487566.750000 Penalty: 5031.345703
	Iteration 72Q: 3 clusters Score -3487567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3487569.250000 Penalty: 5031.345703
	Iteration 73Q: 3 clusters Score -3487569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3487571.000000 Penalty: 5031.345703
	Iteration 74Q: 3 clusters Score -3487571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3487572.500000 Penalty: 5031.345703
	Iteration 75Q: 3 clusters Score -3487572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3487578.750000 Penalty: 5031.345703
	Iteration 76Q: 3 clusters Score -3487579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3487575.000000 Penalty: 5031.345703
	Iteration 77Q: 3 clusters Score -3487575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3487577.500000 Penalty: 5031.345703
	Iteration 78Q: 3 clusters Score -3487578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3487575.250000 Penalty: 5031.345703
	Iteration 79Q: 3 clusters Score -3487575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3487576.750000 Penalty: 5031.345703
	Iteration 80F: 3 clusters Score -3487577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3487578.250000 Penalty: 5031.345703
	Iteration 81Q: 3 clusters Score -3487578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3487585.000000 Penalty: 5031.345703
	Iteration 82Q: 3 clusters Score -3487585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3487587.000000 Penalty: 5031.345703
	Iteration 83Q: 3 clusters Score -3487587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3487586.750000 Penalty: 5031.345703
	Iteration 84Q: 3 clusters Score -3487587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3487584.000000 Penalty: 5031.345703
	Iteration 85Q: 3 clusters Score -3487584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3487585.750000 Penalty: 5031.345703
	Iteration 86Q: 3 clusters Score -3487586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3487584.750000 Penalty: 5031.345703
	Iteration 87Q: 3 clusters Score -3487585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3487584.250000 Penalty: 5031.345703
	Iteration 88Q: 3 clusters Score -3487584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3487584.250000 Penalty: 5031.345703
	Iteration 89F: 3 clusters Score -3487584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (70972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Entering Unmasked Estep 
Score: -9357800.000000 Penalty: 2770.170166
	Iteration 0F: 2 clusters Score -9357800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -9310529.000000 Penalty: 5540.340332
	Iteration 0F: 3 clusters Score -9310529 nChanged 33020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -9329007.000000 Penalty: 5540.340332
	Iteration 1F: 3 clusters Score -9329007 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -9330172.000000 Penalty: 5540.340332
	Iteration 2Q: 3 clusters Score -9330172 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -9331743.000000 Penalty: 5540.340332
	Iteration 3Q: 3 clusters Score -9331743 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -9333971.000000 Penalty: 5540.340332
	Iteration 4F: 3 clusters Score -9333971 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -9336532.000000 Penalty: 5540.340332
	Iteration 5F: 3 clusters Score -9336532 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -9339168.000000 Penalty: 5540.340332
	Iteration 6F: 3 clusters Score -9339168 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9341588.000000 Penalty: 5540.340332
	Iteration 7F: 3 clusters Score -9341588 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -9343853.000000 Penalty: 5540.340332
	Iteration 8F: 3 clusters Score -9343853 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -9345814.000000 Penalty: 5540.340332
	Iteration 9Q: 3 clusters Score -9345814 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -9347456.000000 Penalty: 5540.340332
	Iteration 10Q: 3 clusters Score -9347456 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -9349067.000000 Penalty: 5540.340332
	Iteration 11Q: 3 clusters Score -9349067 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -9350352.000000 Penalty: 5540.340332
	Iteration 12Q: 3 clusters Score -9350352 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -9351521.000000 Penalty: 5540.340332
	Iteration 13Q: 3 clusters Score -9351521 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -9352460.000000 Penalty: 5540.340332
	Iteration 14Q: 3 clusters Score -9352460 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -9353165.000000 Penalty: 5540.340332
	Iteration 15Q: 3 clusters Score -9353165 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -9353640.000000 Penalty: 5540.340332
	Iteration 16Q: 3 clusters Score -9353640 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -9353999.000000 Penalty: 5540.340332
	Iteration 17Q: 3 clusters Score -9353999 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9354287.000000 Penalty: 5540.340332
	Iteration 18Q: 3 clusters Score -9354287 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9354492.000000 Penalty: 5540.340332
	Iteration 19Q: 3 clusters Score -9354492 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9354646.000000 Penalty: 5540.340332
	Iteration 20F: 3 clusters Score -9354646 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9354772.000000 Penalty: 5540.340332
	Iteration 21Q: 3 clusters Score -9354772 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9354855.000000 Penalty: 5540.340332
	Iteration 22Q: 3 clusters Score -9354855 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9354948.000000 Penalty: 5540.340332
	Iteration 23Q: 3 clusters Score -9354948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9355033.000000 Penalty: 5540.340332
	Iteration 24Q: 3 clusters Score -9355033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9355090.000000 Penalty: 5540.340332
	Iteration 25Q: 3 clusters Score -9355090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9355159.000000 Penalty: 5540.340332
	Iteration 26Q: 3 clusters Score -9355159 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9355185.000000 Penalty: 5540.340332
	Iteration 27Q: 3 clusters Score -9355185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9355222.000000 Penalty: 5540.340332
	Iteration 28Q: 3 clusters Score -9355222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9355244.000000 Penalty: 5540.340332
	Iteration 29Q: 3 clusters Score -9355244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9355274.000000 Penalty: 5540.340332
	Iteration 30Q: 3 clusters Score -9355274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9355291.000000 Penalty: 5540.340332
	Iteration 31Q: 3 clusters Score -9355291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9355309.000000 Penalty: 5540.340332
	Iteration 32Q: 3 clusters Score -9355309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9355305.000000 Penalty: 5540.340332
	Iteration 33Q: 3 clusters Score -9355305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9355319.000000 Penalty: 5540.340332
	Iteration 34Q: 3 clusters Score -9355319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9355323.000000 Penalty: 5540.340332
	Iteration 35Q: 3 clusters Score -9355323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9355332.000000 Penalty: 5540.340332
	Iteration 36Q: 3 clusters Score -9355332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9355355.000000 Penalty: 5540.340332
	Iteration 37Q: 3 clusters Score -9355355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9355355.000000 Penalty: 5540.340332
	Iteration 38Q: 3 clusters Score -9355355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9355366.000000 Penalty: 5540.340332
	Iteration 39Q: 3 clusters Score -9355366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9355364.000000 Penalty: 5540.340332
	Iteration 40F: 3 clusters Score -9355364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9355362.000000 Penalty: 5540.340332
	Iteration 41Q: 3 clusters Score -9355362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9355372.000000 Penalty: 5540.340332
	Iteration 42Q: 3 clusters Score -9355372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9355387.000000 Penalty: 5540.340332
	Iteration 43Q: 3 clusters Score -9355387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9355387.000000 Penalty: 5540.340332
	Iteration 44Q: 3 clusters Score -9355387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9355403.000000 Penalty: 5540.340332
	Iteration 45Q: 3 clusters Score -9355403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9355412.000000 Penalty: 5540.340332
	Iteration 46Q: 3 clusters Score -9355412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9355412.000000 Penalty: 5540.340332
	Iteration 47Q: 3 clusters Score -9355412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9355415.000000 Penalty: 5540.340332
	Iteration 48Q: 3 clusters Score -9355415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9355417.000000 Penalty: 5540.340332
	Iteration 49Q: 3 clusters Score -9355417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9355431.000000 Penalty: 5540.340332
	Iteration 50Q: 3 clusters Score -9355431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9355430.000000 Penalty: 5540.340332
	Iteration 51Q: 3 clusters Score -9355430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9355437.000000 Penalty: 5540.340332
	Iteration 52Q: 3 clusters Score -9355437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9355435.000000 Penalty: 5540.340332
	Iteration 53Q: 3 clusters Score -9355435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9355445.000000 Penalty: 5540.340332
	Iteration 54Q: 3 clusters Score -9355445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9355443.000000 Penalty: 5540.340332
	Iteration 55Q: 3 clusters Score -9355443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9355442.000000 Penalty: 5540.340332
	Iteration 56Q: 3 clusters Score -9355442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9355441.000000 Penalty: 5540.340332
	Iteration 57Q: 3 clusters Score -9355441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9355438.000000 Penalty: 5540.340332
	Iteration 58Q: 3 clusters Score -9355438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9355448.000000 Penalty: 5540.340332
	Iteration 59Q: 3 clusters Score -9355448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9355461.000000 Penalty: 5540.340332
	Iteration 60F: 3 clusters Score -9355461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9355464.000000 Penalty: 5540.340332
	Iteration 61Q: 3 clusters Score -9355464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9355463.000000 Penalty: 5540.340332
	Iteration 62Q: 3 clusters Score -9355463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9355463.000000 Penalty: 5540.340332
	Iteration 63F: 3 clusters Score -9355463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -58689.253906 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -58689.25 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 267 members 
Entering Unmasked Estep 
Score: -57160.429688 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57160.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57340.628906 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -57340.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57427.652344 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -57427.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57467.109375 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -57467.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57481.851562 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -57481.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57484.347656 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -57484.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57486.105469 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -57486.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57487.210938 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -57487.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57487.210938 Penalty: 3074.445312
	Iteration 8F: 3 clusters Score -57487.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -146496.156250 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -146496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144306.546875 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -144306.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -144702.390625 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -144702.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -144890.484375 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -144890.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145020.531250 Penalty: 3579.488037
	Iteration 3F: 3 clusters Score -145020.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145111.937500 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -145111.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145190.093750 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -145190.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145255.781250 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -145255.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145307.046875 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -145307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145349.750000 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -145349.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145370.468750 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -145370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145396.031250 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -145396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145413.406250 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -145413.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145425.796875 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -145425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145440.203125 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -145440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145448.531250 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -145448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145452.390625 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -145452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145452.390625 Penalty: 3579.488037
	Iteration 16F: 3 clusters Score -145452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -52247.566406 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52247.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50811.765625 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50811.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51141.269531 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51141.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51277.355469 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51277.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51350.191406 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -51350.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51388.496094 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -51388.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51438.574219 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -51438.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51493.816406 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -51493.82 nChanged 14
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: -51565.996094 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -51566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51626.976562 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -51626.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51713.980469 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -51713.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51843.527344 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -51843.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51918.687500 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -51918.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51983.992188 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -51983.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52022.699219 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -52022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52056.820312 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -52056.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52090.042969 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -52090.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52108.765625 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -52108.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52133.718750 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -52133.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52151.214844 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -52151.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52161.828125 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -52161.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52162.964844 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -52162.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70008.265625 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70008.27 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 284 members 
Entering Unmasked Estep 
Score: -68443.015625 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -68443.02 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68739.992188 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -68739.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69078.132812 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -69078.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69290.250000 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -69290.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69395.054688 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -69395.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69453.921875 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -69453.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69513.296875 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -69513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69561.875000 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -69561.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69598.687500 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -69598.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69628.289062 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -69628.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69675.031250 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -69675.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69715.851562 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -69715.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69743.890625 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -69743.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69783.960938 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -69783.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69839.039062 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -69839.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69905.351562 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -69905.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70047.265625 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -70047.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70203.867188 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -70203.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70254.132812 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -70254.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70307.929688 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -70307.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70355.820312 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -70355.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70412.687500 Penalty: 3162.012207
	Iteration 21Q: 3 clusters Score -70412.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70446.335938 Penalty: 3162.012207
	Iteration 22Q: 3 clusters Score -70446.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70446.335938 Penalty: 3162.012207
	Iteration 23F: 3 clusters Score -70446.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 140169 members 
Mstep: Class 9 contains 43528 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22489 members 
Mstep: Class 14 contains 174153 members 
Mstep: Class 15 contains 13721 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157724 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 70972 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 389 members 
Entering Unmasked Estep 
Score: -126449936.000000 Penalty: 95627.414062
Splitting cluster 28 changes total score from -126451416.000000 to -126449936.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 140169 members 
Mstep: Class 9 contains 43528 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22489 members 
Mstep: Class 14 contains 174153 members 
Mstep: Class 15 contains 13721 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157724 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 70972 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451552.000000 Penalty: 92212.148438
Iteration 479Q: 28 clusters Score -1.264516e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34232 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16705 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 140170 members 
Mstep: Class 9 contains 43530 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 22486 members 
Mstep: Class 14 contains 174176 members 
Mstep: Class 15 contains 13719 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157708 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25430 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451632.000000 Penalty: 92212.148438
Iteration 480F: 28 clusters Score -1.264516e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34227 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 140159 members 
Mstep: Class 9 contains 43528 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 22486 members 
Mstep: Class 14 contains 174215 members 
Mstep: Class 15 contains 13718 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157694 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25427 members 
Mstep: Class 24 contains 70961 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451712.000000 Penalty: 92212.148438
Iteration 481Q: 28 clusters Score -1.264517e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183370 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34230 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 140143 members 
Mstep: Class 9 contains 43527 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 22486 members 
Mstep: Class 14 contains 174236 members 
Mstep: Class 15 contains 13712 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157684 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25430 members 
Mstep: Class 24 contains 70958 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451680.000000 Penalty: 92212.148438
Iteration 482Q: 28 clusters Score -1.264517e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 34233 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 140117 members 
Mstep: Class 9 contains 43524 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 22484 members 
Mstep: Class 14 contains 174279 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157680 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25435 members 
Mstep: Class 24 contains 70958 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451672.000000 Penalty: 92212.148438
Iteration 483Q: 28 clusters Score -1.264517e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16697 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 140104 members 
Mstep: Class 9 contains 43527 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 174287 members 
Mstep: Class 15 contains 13694 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157669 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25437 members 
Mstep: Class 24 contains 70961 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451648.000000 Penalty: 92212.148438
Iteration 484Q: 28 clusters Score -1.264516e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183377 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34232 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16696 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 140078 members 
Mstep: Class 9 contains 43532 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 22492 members 
Mstep: Class 14 contains 174301 members 
Mstep: Class 15 contains 13692 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157668 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25441 members 
Mstep: Class 24 contains 70962 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451680.000000 Penalty: 92212.148438
Iteration 485Q: 28 clusters Score -1.264517e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183382 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34228 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16696 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 140063 members 
Mstep: Class 9 contains 43527 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 174323 members 
Mstep: Class 15 contains 13688 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157674 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 70960 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1363 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451648.000000 Penalty: 92212.148438
Iteration 486Q: 28 clusters Score -1.264516e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183370 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34223 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 140062 members 
Mstep: Class 9 contains 43528 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31514 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 22489 members 
Mstep: Class 14 contains 174332 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157687 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 70963 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451512.000000 Penalty: 92212.148438
Iteration 487Q: 28 clusters Score -1.264515e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34222 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 140057 members 
Mstep: Class 9 contains 43532 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 22489 members 
Mstep: Class 14 contains 174341 members 
Mstep: Class 15 contains 13675 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157684 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25436 members 
Mstep: Class 24 contains 70961 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451512.000000 Penalty: 92212.148438
Iteration 488Q: 28 clusters Score -1.264515e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183383 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34225 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 140030 members 
Mstep: Class 9 contains 43532 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22491 members 
Mstep: Class 14 contains 174359 members 
Mstep: Class 15 contains 13672 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157678 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25437 members 
Mstep: Class 24 contains 70963 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451472.000000 Penalty: 92212.148438
Iteration 489Q: 28 clusters Score -1.264515e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183390 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34231 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 140019 members 
Mstep: Class 9 contains 43532 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 22491 members 
Mstep: Class 14 contains 174360 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157676 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 70964 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451368.000000 Penalty: 92212.148438
Iteration 490Q: 28 clusters Score -1.264514e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34237 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 139998 members 
Mstep: Class 9 contains 43534 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 22493 members 
Mstep: Class 14 contains 174376 members 
Mstep: Class 15 contains 13670 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157671 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25437 members 
Mstep: Class 24 contains 70960 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451368.000000 Penalty: 92212.148438
Iteration 491Q: 28 clusters Score -1.264514e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183405 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 34238 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 139970 members 
Mstep: Class 9 contains 43534 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 22493 members 
Mstep: Class 14 contains 174392 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157669 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25439 members 
Mstep: Class 24 contains 70966 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451360.000000 Penalty: 92212.148438
Iteration 492Q: 28 clusters Score -1.264514e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183410 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34237 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 139949 members 
Mstep: Class 9 contains 43531 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 22495 members 
Mstep: Class 14 contains 174414 members 
Mstep: Class 15 contains 13665 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157668 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25438 members 
Mstep: Class 24 contains 70969 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451384.000000 Penalty: 92212.148438
Iteration 493Q: 28 clusters Score -1.264514e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 139919 members 
Mstep: Class 9 contains 43528 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 22496 members 
Mstep: Class 14 contains 174433 members 
Mstep: Class 15 contains 13664 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157668 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25442 members 
Mstep: Class 24 contains 70972 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451272.000000 Penalty: 92212.148438
Iteration 494Q: 28 clusters Score -1.264513e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34230 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 139899 members 
Mstep: Class 9 contains 43526 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 22496 members 
Mstep: Class 14 contains 174442 members 
Mstep: Class 15 contains 13663 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157672 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25444 members 
Mstep: Class 24 contains 70974 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451288.000000 Penalty: 92212.148438
Iteration 495Q: 28 clusters Score -1.264513e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183448 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34232 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 139881 members 
Mstep: Class 9 contains 43523 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31515 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 22496 members 
Mstep: Class 14 contains 174454 members 
Mstep: Class 15 contains 13665 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157662 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25443 members 
Mstep: Class 24 contains 70973 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451320.000000 Penalty: 92212.148438
Iteration 496Q: 28 clusters Score -1.264513e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183469 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34236 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16698 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 139864 members 
Mstep: Class 9 contains 43520 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 22497 members 
Mstep: Class 14 contains 174455 members 
Mstep: Class 15 contains 13662 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157658 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25439 members 
Mstep: Class 24 contains 70973 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451208.000000 Penalty: 92212.148438
Iteration 497Q: 28 clusters Score -1.264512e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183489 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34238 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 139859 members 
Mstep: Class 9 contains 43516 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 22497 members 
Mstep: Class 14 contains 174461 members 
Mstep: Class 15 contains 13656 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157646 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25440 members 
Mstep: Class 24 contains 70970 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451120.000000 Penalty: 92212.148438
Iteration 498Q: 28 clusters Score -1.264511e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183499 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34241 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 139846 members 
Mstep: Class 9 contains 43513 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 174466 members 
Mstep: Class 15 contains 13651 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157649 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25438 members 
Mstep: Class 24 contains 70973 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451056.000000 Penalty: 92212.148438
Iteration 499Q: 28 clusters Score -1.264511e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183510 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 34238 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 139835 members 
Mstep: Class 9 contains 43512 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 174478 members 
Mstep: Class 15 contains 13649 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 157641 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 25436 members 
Mstep: Class 24 contains 70976 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126451144.000000 Penalty: 92212.148438
Iteration 500F: 28 clusters Score -1.264511e+08 nChanged 149
Maximum iterations exceeded
--- Evaluating fit on full set of 2870054 points ---
Entering Unmasked Estep 
Score: -372783264.000000 Penalty: 99568.460938
22->28 Clusters: Score -372783264.000000, best is -373811744.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 956684 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 43369 members 
Mstep: Class 3 contains 43803 members 
Mstep: Class 4 contains 43754 members 
Mstep: Class 5 contains 43207 members 
Mstep: Class 6 contains 43139 members 
Mstep: Class 7 contains 43425 members 
Mstep: Class 8 contains 43411 members 
Mstep: Class 9 contains 43438 members 
Mstep: Class 10 contains 43525 members 
Mstep: Class 11 contains 44222 members 
Mstep: Class 12 contains 43625 members 
Mstep: Class 13 contains 43146 members 
Mstep: Class 14 contains 43673 members 
Mstep: Class 15 contains 43556 members 
Mstep: Class 16 contains 43945 members 
Mstep: Class 17 contains 43594 members 
Mstep: Class 18 contains 43806 members 
Mstep: Class 19 contains 43374 members 
Mstep: Class 20 contains 43232 members 
Mstep: Class 21 contains 43294 members 
Mstep: Class 22 contains 43121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 201.798431 but Gain 3415.265625
Score: -121123640.000000 Penalty: 71720.562500
Iteration 0F: 22 clusters Score -1.211236e+08 nChanged 910995
Entering Unmasked Mstep 
Mstep: Class 0 contains 2594 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 4826 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 120634 members 
Mstep: Class 5 contains 79966 members 
Mstep: Class 6 contains 168090 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 13168 members 
Mstep: Class 9 contains 21468 members 
Mstep: Class 11 contains 45105 members 
Mstep: Class 12 contains 13008 members 
Mstep: Class 13 contains 26181 members 
Mstep: Class 14 contains 58033 members 
Mstep: Class 15 contains 96050 members 
Mstep: Class 16 contains 75804 members 
Mstep: Class 17 contains 3259 members 
Mstep: Class 18 contains 28726 members 
Mstep: Class 19 contains 57234 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124945464.000000 Penalty: 71720.562500
Iteration 1F: 22 clusters Score -1.249455e+08 nChanged 362830
Entering Unmasked Mstep 
Mstep: Class 0 contains 2298 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 149160 members 
Mstep: Class 5 contains 77202 members 
Mstep: Class 6 contains 249570 members 
Mstep: Class 7 contains 15305 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 6550 members 
Mstep: Class 11 contains 28272 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 13181 members 
Mstep: Class 14 contains 60247 members 
Mstep: Class 15 contains 98280 members 
Mstep: Class 16 contains 61965 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 26689 members 
Mstep: Class 19 contains 42262 members 
Mstep: Class 20 contains 37891 members 
Mstep: Class 21 contains 31777 members 
Mstep: Class 22 contains 11419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125505000.000000 Penalty: 71720.562500
Iteration 2F: 22 clusters Score -1.25505e+08 nChanged 219766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1697 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 5745 members 
Mstep: Class 4 contains 168976 members 
Mstep: Class 5 contains 77288 members 
Mstep: Class 6 contains 268378 members 
Mstep: Class 7 contains 17286 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 11 contains 21417 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 10695 members 
Mstep: Class 14 contains 55240 members 
Mstep: Class 15 contains 101325 members 
Mstep: Class 16 contains 55062 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 25237 members 
Mstep: Class 19 contains 30794 members 
Mstep: Class 20 contains 41613 members 
Mstep: Class 21 contains 29962 members 
Mstep: Class 22 contains 14068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125772616.000000 Penalty: 71720.562500
Iteration 3F: 22 clusters Score -1.257726e+08 nChanged 158546
Entering Unmasked Mstep 
Mstep: Class 0 contains 777 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 3588 members 
Mstep: Class 4 contains 199176 members 
Mstep: Class 5 contains 84531 members 
Mstep: Class 6 contains 246316 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 11 contains 19993 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 50517 members 
Mstep: Class 15 contains 106466 members 
Mstep: Class 16 contains 53764 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 25354 members 
Mstep: Class 19 contains 21884 members 
Mstep: Class 20 contains 41444 members 
Mstep: Class 21 contains 26314 members 
Mstep: Class 22 contains 15656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125931824.000000 Penalty: 71720.562500
Iteration 4F: 22 clusters Score -1.259318e+08 nChanged 130980
Entering Unmasked Mstep 
Mstep: Class 0 contains 659 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 228625 members 
Mstep: Class 5 contains 94422 members 
Mstep: Class 6 contains 218194 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 2113 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 9086 members 
Mstep: Class 14 contains 46495 members 
Mstep: Class 15 contains 109298 members 
Mstep: Class 16 contains 53924 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 25400 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 39476 members 
Mstep: Class 21 contains 23179 members 
Mstep: Class 22 contains 15988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126019592.000000 Penalty: 71720.562500
Iteration 5F: 22 clusters Score -1.260196e+08 nChanged 126613
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 242186 members 
Mstep: Class 5 contains 108273 members 
Mstep: Class 6 contains 192849 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 11 contains 20655 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 8694 members 
Mstep: Class 14 contains 45264 members 
Mstep: Class 15 contains 114321 members 
Mstep: Class 16 contains 54392 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 25260 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 37697 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 22 contains 15934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3372.652588 but Gain 3415.265625
Score: -126081592.000000 Penalty: 68305.296875
Iteration 6F: 21 clusters Score -1.260816e+08 nChanged 112895
Entering Unmasked Mstep 
Mstep: Class 0 contains 584 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 229782 members 
Mstep: Class 5 contains 125399 members 
Mstep: Class 6 contains 183814 members 
Mstep: Class 7 contains 19329 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 11 contains 22092 members 
Mstep: Class 12 contains 8952 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 14 contains 46417 members 
Mstep: Class 15 contains 123262 members 
Mstep: Class 16 contains 54881 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 24396 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 20 contains 36710 members 
Mstep: Class 21 contains 18641 members 
Mstep: Class 22 contains 15719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126143736.000000 Penalty: 68305.296875
Iteration 7F: 21 clusters Score -1.261437e+08 nChanged 89758
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 211468 members 
Mstep: Class 5 contains 141218 members 
Mstep: Class 6 contains 178688 members 
Mstep: Class 7 contains 18782 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 11 contains 23932 members 
Mstep: Class 12 contains 8919 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 47502 members 
Mstep: Class 15 contains 132578 members 
Mstep: Class 16 contains 54574 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 22887 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 36557 members 
Mstep: Class 21 contains 17125 members 
Mstep: Class 22 contains 15458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126199232.000000 Penalty: 68305.296875
Iteration 8F: 21 clusters Score -1.261992e+08 nChanged 74931
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 199332 members 
Mstep: Class 5 contains 153158 members 
Mstep: Class 6 contains 173703 members 
Mstep: Class 7 contains 18220 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 11 contains 25610 members 
Mstep: Class 12 contains 8636 members 
Mstep: Class 13 contains 8765 members 
Mstep: Class 14 contains 48312 members 
Mstep: Class 15 contains 140248 members 
Mstep: Class 16 contains 53297 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 21139 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 37045 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 15108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126238120.000000 Penalty: 68305.296875
Iteration 9F: 21 clusters Score -1.262381e+08 nChanged 61632
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 191719 members 
Mstep: Class 5 contains 162551 members 
Mstep: Class 6 contains 168770 members 
Mstep: Class 7 contains 17818 members 
Mstep: Class 9 contains 2119 members 
Mstep: Class 11 contains 27068 members 
Mstep: Class 12 contains 8182 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 48921 members 
Mstep: Class 15 contains 145710 members 
Mstep: Class 16 contains 51494 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 6095 members 
Mstep: Class 20 contains 37839 members 
Mstep: Class 21 contains 14925 members 
Mstep: Class 22 contains 14744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126263464.000000 Penalty: 68305.296875
Iteration 10F: 21 clusters Score -1.262635e+08 nChanged 49157
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 185185 members 
Mstep: Class 5 contains 170833 members 
Mstep: Class 6 contains 165165 members 
Mstep: Class 7 contains 17546 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 11 contains 28223 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 8981 members 
Mstep: Class 14 contains 49407 members 
Mstep: Class 15 contains 149204 members 
Mstep: Class 16 contains 49440 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 19240 members 
Mstep: Class 19 contains 5443 members 
Mstep: Class 20 contains 38781 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 14421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126279808.000000 Penalty: 68305.296875
Iteration 11F: 21 clusters Score -1.262798e+08 nChanged 38851
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 179572 members 
Mstep: Class 5 contains 178397 members 
Mstep: Class 6 contains 162882 members 
Mstep: Class 7 contains 17420 members 
Mstep: Class 9 contains 2136 members 
Mstep: Class 11 contains 29198 members 
Mstep: Class 12 contains 7289 members 
Mstep: Class 13 contains 9067 members 
Mstep: Class 14 contains 49783 members 
Mstep: Class 15 contains 150463 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 19251 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 39790 members 
Mstep: Class 21 contains 13588 members 
Mstep: Class 22 contains 14110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126290880.000000 Penalty: 68305.296875
Iteration 12Q: 21 clusters Score -1.262909e+08 nChanged 32688
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1671 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 174716 members 
Mstep: Class 5 contains 185522 members 
Mstep: Class 6 contains 161336 members 
Mstep: Class 7 contains 17412 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 11 contains 30095 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 14 contains 49964 members 
Mstep: Class 15 contains 150108 members 
Mstep: Class 16 contains 45242 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 19808 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 40785 members 
Mstep: Class 21 contains 13146 members 
Mstep: Class 22 contains 13805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126298568.000000 Penalty: 68305.296875
Iteration 13Q: 21 clusters Score -1.262986e+08 nChanged 28758
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 170358 members 
Mstep: Class 5 contains 192416 members 
Mstep: Class 6 contains 160473 members 
Mstep: Class 7 contains 17383 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 11 contains 30820 members 
Mstep: Class 12 contains 6607 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 50111 members 
Mstep: Class 15 contains 148282 members 
Mstep: Class 16 contains 43346 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 20724 members 
Mstep: Class 19 contains 4240 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 12798 members 
Mstep: Class 22 contains 13526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126305048.000000 Penalty: 68305.296875
Iteration 14Q: 21 clusters Score -1.26305e+08 nChanged 26343
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 166648 members 
Mstep: Class 5 contains 198778 members 
Mstep: Class 6 contains 160245 members 
Mstep: Class 7 contains 17325 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 11 contains 31489 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 9221 members 
Mstep: Class 14 contains 50347 members 
Mstep: Class 15 contains 145035 members 
Mstep: Class 16 contains 41741 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 21920 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 42616 members 
Mstep: Class 21 contains 12527 members 
Mstep: Class 22 contains 13270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126310968.000000 Penalty: 68305.296875
Iteration 15Q: 21 clusters Score -1.26311e+08 nChanged 24417
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 163712 members 
Mstep: Class 5 contains 204486 members 
Mstep: Class 6 contains 160302 members 
Mstep: Class 7 contains 17237 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 9264 members 
Mstep: Class 14 contains 50592 members 
Mstep: Class 15 contains 141147 members 
Mstep: Class 16 contains 40246 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 23238 members 
Mstep: Class 19 contains 3784 members 
Mstep: Class 20 contains 43470 members 
Mstep: Class 21 contains 12305 members 
Mstep: Class 22 contains 13052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126314680.000000 Penalty: 68305.296875
Iteration 16Q: 21 clusters Score -1.263147e+08 nChanged 23396
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 161246 members 
Mstep: Class 5 contains 209489 members 
Mstep: Class 6 contains 160505 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 9 contains 2159 members 
Mstep: Class 11 contains 32705 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 9303 members 
Mstep: Class 14 contains 50841 members 
Mstep: Class 15 contains 137033 members 
Mstep: Class 16 contains 38929 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 44284 members 
Mstep: Class 21 contains 12152 members 
Mstep: Class 22 contains 12870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126317408.000000 Penalty: 68305.296875
Iteration 17Q: 21 clusters Score -1.263174e+08 nChanged 22555
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 158922 members 
Mstep: Class 5 contains 214325 members 
Mstep: Class 6 contains 160817 members 
Mstep: Class 7 contains 17046 members 
Mstep: Class 9 contains 2162 members 
Mstep: Class 11 contains 33285 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 51117 members 
Mstep: Class 15 contains 132790 members 
Mstep: Class 16 contains 37677 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 25611 members 
Mstep: Class 19 contains 3520 members 
Mstep: Class 20 contains 45083 members 
Mstep: Class 21 contains 12037 members 
Mstep: Class 22 contains 12684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126318944.000000 Penalty: 68305.296875
Iteration 18Q: 21 clusters Score -1.263189e+08 nChanged 22236
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 156928 members 
Mstep: Class 5 contains 218966 members 
Mstep: Class 6 contains 161111 members 
Mstep: Class 7 contains 16977 members 
Mstep: Class 9 contains 2164 members 
Mstep: Class 11 contains 33758 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 9317 members 
Mstep: Class 14 contains 51510 members 
Mstep: Class 15 contains 128396 members 
Mstep: Class 16 contains 36439 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 26701 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 45872 members 
Mstep: Class 21 contains 11935 members 
Mstep: Class 22 contains 12536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126320248.000000 Penalty: 68305.296875
Iteration 19Q: 21 clusters Score -1.263202e+08 nChanged 21505
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 155356 members 
Mstep: Class 5 contains 223118 members 
Mstep: Class 6 contains 161401 members 
Mstep: Class 7 contains 16896 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 123867 members 
Mstep: Class 16 contains 35379 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 27744 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 20 contains 46608 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 12421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126321328.000000 Penalty: 68305.296875
Iteration 20F: 21 clusters Score -1.263213e+08 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 154164 members 
Mstep: Class 5 contains 226602 members 
Mstep: Class 6 contains 161483 members 
Mstep: Class 7 contains 16852 members 
Mstep: Class 9 contains 2152 members 
Mstep: Class 11 contains 34591 members 
Mstep: Class 12 contains 7514 members 
Mstep: Class 13 contains 9344 members 
Mstep: Class 14 contains 52668 members 
Mstep: Class 15 contains 119519 members 
Mstep: Class 16 contains 34446 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 47362 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 12309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126322896.000000 Penalty: 68305.296875
Iteration 21Q: 21 clusters Score -1.263229e+08 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 153734 members 
Mstep: Class 5 contains 229064 members 
Mstep: Class 6 contains 161566 members 
Mstep: Class 7 contains 16793 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 11 contains 35019 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 53409 members 
Mstep: Class 15 contains 115377 members 
Mstep: Class 16 contains 33548 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 29811 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 48064 members 
Mstep: Class 21 contains 11747 members 
Mstep: Class 22 contains 12217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126322928.000000 Penalty: 68305.296875
Iteration 22Q: 21 clusters Score -1.263229e+08 nChanged 19224
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 154275 members 
Mstep: Class 5 contains 230412 members 
Mstep: Class 6 contains 161629 members 
Mstep: Class 7 contains 16761 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 11 contains 35395 members 
Mstep: Class 12 contains 8044 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 54225 members 
Mstep: Class 15 contains 111333 members 
Mstep: Class 16 contains 32690 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 30830 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 48724 members 
Mstep: Class 21 contains 11707 members 
Mstep: Class 22 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126323520.000000 Penalty: 68305.296875
Iteration 23Q: 21 clusters Score -1.263235e+08 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 155685 members 
Mstep: Class 5 contains 230611 members 
Mstep: Class 6 contains 161536 members 
Mstep: Class 7 contains 16742 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 11 contains 35787 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 9369 members 
Mstep: Class 14 contains 55127 members 
Mstep: Class 15 contains 107585 members 
Mstep: Class 16 contains 31931 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 31847 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 49332 members 
Mstep: Class 21 contains 11672 members 
Mstep: Class 22 contains 12028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126325000.000000 Penalty: 68305.296875
Iteration 24Q: 21 clusters Score -1.26325e+08 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 158093 members 
Mstep: Class 5 contains 229803 members 
Mstep: Class 6 contains 161299 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 9 contains 2125 members 
Mstep: Class 11 contains 36150 members 
Mstep: Class 12 contains 8488 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 55986 members 
Mstep: Class 15 contains 104121 members 
Mstep: Class 16 contains 31205 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 32808 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 49907 members 
Mstep: Class 21 contains 11638 members 
Mstep: Class 22 contains 11952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126326528.000000 Penalty: 68305.296875
Iteration 25Q: 21 clusters Score -1.263265e+08 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 161368 members 
Mstep: Class 5 contains 228235 members 
Mstep: Class 6 contains 160773 members 
Mstep: Class 7 contains 16715 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 11 contains 36529 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 56786 members 
Mstep: Class 15 contains 100941 members 
Mstep: Class 16 contains 30531 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 33750 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 50415 members 
Mstep: Class 21 contains 11602 members 
Mstep: Class 22 contains 11892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126328592.000000 Penalty: 68305.296875
Iteration 26Q: 21 clusters Score -1.263286e+08 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 165206 members 
Mstep: Class 5 contains 226141 members 
Mstep: Class 6 contains 160007 members 
Mstep: Class 7 contains 16716 members 
Mstep: Class 9 contains 2113 members 
Mstep: Class 11 contains 36916 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 9336 members 
Mstep: Class 14 contains 57574 members 
Mstep: Class 15 contains 98034 members 
Mstep: Class 16 contains 29955 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 34625 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 50834 members 
Mstep: Class 21 contains 11578 members 
Mstep: Class 22 contains 11831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126330432.000000 Penalty: 68305.296875
Iteration 27Q: 21 clusters Score -1.263304e+08 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 169602 members 
Mstep: Class 5 contains 223955 members 
Mstep: Class 6 contains 158735 members 
Mstep: Class 7 contains 16708 members 
Mstep: Class 9 contains 2109 members 
Mstep: Class 11 contains 37273 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 9334 members 
Mstep: Class 14 contains 58348 members 
Mstep: Class 15 contains 95322 members 
Mstep: Class 16 contains 29435 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 35424 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 51179 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 11764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126332344.000000 Penalty: 68305.296875
Iteration 28Q: 21 clusters Score -1.263323e+08 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 174368 members 
Mstep: Class 5 contains 221867 members 
Mstep: Class 6 contains 156958 members 
Mstep: Class 7 contains 16702 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 11 contains 37619 members 
Mstep: Class 12 contains 9024 members 
Mstep: Class 13 contains 9313 members 
Mstep: Class 14 contains 59043 members 
Mstep: Class 15 contains 92799 members 
Mstep: Class 16 contains 28933 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 36189 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 51480 members 
Mstep: Class 21 contains 11526 members 
Mstep: Class 22 contains 11707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333992.000000 Penalty: 68305.296875
Iteration 29Q: 21 clusters Score -1.26334e+08 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 179125 members 
Mstep: Class 5 contains 219960 members 
Mstep: Class 6 contains 154889 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 9 contains 2101 members 
Mstep: Class 11 contains 37932 members 
Mstep: Class 12 contains 9113 members 
Mstep: Class 13 contains 9304 members 
Mstep: Class 14 contains 59660 members 
Mstep: Class 15 contains 90490 members 
Mstep: Class 16 contains 28503 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 36919 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 51784 members 
Mstep: Class 21 contains 11506 members 
Mstep: Class 22 contains 11648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126334568.000000 Penalty: 68305.296875
Iteration 30Q: 21 clusters Score -1.263346e+08 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 183914 members 
Mstep: Class 5 contains 218329 members 
Mstep: Class 6 contains 152431 members 
Mstep: Class 7 contains 16635 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 38202 members 
Mstep: Class 12 contains 9188 members 
Mstep: Class 13 contains 9291 members 
Mstep: Class 14 contains 60339 members 
Mstep: Class 15 contains 88361 members 
Mstep: Class 16 contains 28101 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 37547 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 52044 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 11594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126335088.000000 Penalty: 68305.296875
Iteration 31Q: 21 clusters Score -1.263351e+08 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 188579 members 
Mstep: Class 5 contains 216848 members 
Mstep: Class 6 contains 149947 members 
Mstep: Class 7 contains 16607 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 11 contains 38460 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 9298 members 
Mstep: Class 14 contains 61012 members 
Mstep: Class 15 contains 86313 members 
Mstep: Class 16 contains 27726 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 38135 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 52265 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 11535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126335800.000000 Penalty: 68305.296875
Iteration 32Q: 21 clusters Score -1.263358e+08 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 192735 members 
Mstep: Class 5 contains 215523 members 
Mstep: Class 6 contains 147684 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 11 contains 38733 members 
Mstep: Class 12 contains 9280 members 
Mstep: Class 13 contains 9296 members 
Mstep: Class 14 contains 61742 members 
Mstep: Class 15 contains 84361 members 
Mstep: Class 16 contains 27352 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 38655 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 52500 members 
Mstep: Class 21 contains 11451 members 
Mstep: Class 22 contains 11480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126334792.000000 Penalty: 68305.296875
Iteration 33Q: 21 clusters Score -1.263348e+08 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 196299 members 
Mstep: Class 5 contains 214486 members 
Mstep: Class 6 contains 145526 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 11 contains 39031 members 
Mstep: Class 12 contains 9310 members 
Mstep: Class 13 contains 9286 members 
Mstep: Class 14 contains 62547 members 
Mstep: Class 15 contains 82542 members 
Mstep: Class 16 contains 27012 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 39157 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 52705 members 
Mstep: Class 21 contains 11439 members 
Mstep: Class 22 contains 11440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126334152.000000 Penalty: 68305.296875
Iteration 34Q: 21 clusters Score -1.263342e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 198921 members 
Mstep: Class 5 contains 213547 members 
Mstep: Class 6 contains 143840 members 
Mstep: Class 7 contains 16557 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 11 contains 39330 members 
Mstep: Class 12 contains 9377 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 63497 members 
Mstep: Class 15 contains 80929 members 
Mstep: Class 16 contains 26687 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 39642 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 52911 members 
Mstep: Class 21 contains 11427 members 
Mstep: Class 22 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333928.000000 Penalty: 68305.296875
Iteration 35Q: 21 clusters Score -1.263339e+08 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 200503 members 
Mstep: Class 5 contains 212872 members 
Mstep: Class 6 contains 142636 members 
Mstep: Class 7 contains 16555 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 9427 members 
Mstep: Class 13 contains 9251 members 
Mstep: Class 14 contains 64536 members 
Mstep: Class 15 contains 79440 members 
Mstep: Class 16 contains 26359 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 40152 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 53127 members 
Mstep: Class 21 contains 11417 members 
Mstep: Class 22 contains 11342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333248.000000 Penalty: 68305.296875
Iteration 36Q: 21 clusters Score -1.263332e+08 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 201238 members 
Mstep: Class 5 contains 212405 members 
Mstep: Class 6 contains 141819 members 
Mstep: Class 7 contains 16539 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 11 contains 39991 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 9233 members 
Mstep: Class 14 contains 65609 members 
Mstep: Class 15 contains 78167 members 
Mstep: Class 16 contains 26068 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 40651 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 53344 members 
Mstep: Class 21 contains 11408 members 
Mstep: Class 22 contains 11309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126332072.000000 Penalty: 68305.296875
Iteration 37Q: 21 clusters Score -1.263321e+08 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 201290 members 
Mstep: Class 5 contains 212119 members 
Mstep: Class 6 contains 141338 members 
Mstep: Class 7 contains 16498 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 11 contains 40316 members 
Mstep: Class 12 contains 9537 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 66733 members 
Mstep: Class 15 contains 77026 members 
Mstep: Class 16 contains 25774 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 41145 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 53548 members 
Mstep: Class 21 contains 11400 members 
Mstep: Class 22 contains 11291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126331968.000000 Penalty: 68305.296875
Iteration 38Q: 21 clusters Score -1.26332e+08 nChanged 8987
Entering ConstructFrom: 
Score: -126331968.000000 Penalty: 68305.296875
Entering ConstructFrom: 
Trying to split cluster 1 (27779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Entering Unmasked Estep 
Score: -3624808.000000 Penalty: 2537.544922
	Iteration 0F: 2 clusters Score -3624808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3605723.000000 Penalty: 5075.089844
	Iteration 0F: 3 clusters Score -3605723 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3612433.000000 Penalty: 5075.089844
	Iteration 1F: 3 clusters Score -3612433 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3613237.250000 Penalty: 5075.089844
	Iteration 2F: 3 clusters Score -3613237 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3614366.750000 Penalty: 5075.089844
	Iteration 3F: 3 clusters Score -3614367 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3615945.250000 Penalty: 5075.089844
	Iteration 4F: 3 clusters Score -3615945 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3617841.750000 Penalty: 5075.089844
	Iteration 5F: 3 clusters Score -3617842 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3619557.000000 Penalty: 5075.089844
	Iteration 6F: 3 clusters Score -3619557 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3620794.250000 Penalty: 5075.089844
	Iteration 7F: 3 clusters Score -3620794 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3621568.750000 Penalty: 5075.089844
	Iteration 8Q: 3 clusters Score -3621569 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3622010.250000 Penalty: 5075.089844
	Iteration 9Q: 3 clusters Score -3622010 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3622305.750000 Penalty: 5075.089844
	Iteration 10Q: 3 clusters Score -3622306 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3622534.250000 Penalty: 5075.089844
	Iteration 11Q: 3 clusters Score -3622534 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3622739.250000 Penalty: 5075.089844
	Iteration 12Q: 3 clusters Score -3622739 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3622883.000000 Penalty: 5075.089844
	Iteration 13Q: 3 clusters Score -3622883 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3622976.750000 Penalty: 5075.089844
	Iteration 14Q: 3 clusters Score -3622977 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3623074.750000 Penalty: 5075.089844
	Iteration 15Q: 3 clusters Score -3623075 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3623127.500000 Penalty: 5075.089844
	Iteration 16Q: 3 clusters Score -3623128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3623190.000000 Penalty: 5075.089844
	Iteration 17Q: 3 clusters Score -3623190 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3623243.500000 Penalty: 5075.089844
	Iteration 18Q: 3 clusters Score -3623244 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3623291.250000 Penalty: 5075.089844
	Iteration 19Q: 3 clusters Score -3623291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3623343.750000 Penalty: 5075.089844
	Iteration 20F: 3 clusters Score -3623344 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3623394.500000 Penalty: 5075.089844
	Iteration 21Q: 3 clusters Score -3623394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3623421.000000 Penalty: 5075.089844
	Iteration 22Q: 3 clusters Score -3623421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3623444.500000 Penalty: 5075.089844
	Iteration 23Q: 3 clusters Score -3623444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3623471.750000 Penalty: 5075.089844
	Iteration 24Q: 3 clusters Score -3623472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3623477.500000 Penalty: 5075.089844
	Iteration 25Q: 3 clusters Score -3623478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3623489.750000 Penalty: 5075.089844
	Iteration 26Q: 3 clusters Score -3623490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3623509.750000 Penalty: 5075.089844
	Iteration 27Q: 3 clusters Score -3623510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3623515.000000 Penalty: 5075.089844
	Iteration 28Q: 3 clusters Score -3623515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3623517.000000 Penalty: 5075.089844
	Iteration 29Q: 3 clusters Score -3623517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3623516.500000 Penalty: 5075.089844
	Iteration 30Q: 3 clusters Score -3623516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3623521.500000 Penalty: 5075.089844
	Iteration 31Q: 3 clusters Score -3623522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3623524.250000 Penalty: 5075.089844
	Iteration 32Q: 3 clusters Score -3623524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3623518.000000 Penalty: 5075.089844
	Iteration 33Q: 3 clusters Score -3623518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3623530.500000 Penalty: 5075.089844
	Iteration 34Q: 3 clusters Score -3623530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3623531.750000 Penalty: 5075.089844
	Iteration 35Q: 3 clusters Score -3623532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3623533.250000 Penalty: 5075.089844
	Iteration 36Q: 3 clusters Score -3623533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3623543.500000 Penalty: 5075.089844
	Iteration 37Q: 3 clusters Score -3623544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3623533.000000 Penalty: 5075.089844
	Iteration 38Q: 3 clusters Score -3623533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3623533.500000 Penalty: 5075.089844
	Iteration 39Q: 3 clusters Score -3623534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3623539.500000 Penalty: 5075.089844
	Iteration 40F: 3 clusters Score -3623540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3623533.750000 Penalty: 5075.089844
	Iteration 41Q: 3 clusters Score -3623534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3623537.000000 Penalty: 5075.089844
	Iteration 42Q: 3 clusters Score -3623537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3623537.000000 Penalty: 5075.089844
	Iteration 43F: 3 clusters Score -3623537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -47135.949219 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -47135.95 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 197 members 
Entering Unmasked Estep 
Score: -45835.441406 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -45835.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45960.531250 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -45960.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45992.980469 Penalty: 2939.755371
	Iteration 2Q: 3 clusters Score -45992.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46014.933594 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -46014.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46022.960938 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -46022.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46022.960938 Penalty: 2939.755371
	Iteration 5F: 3 clusters Score -46022.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -503905.500000 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -503905.5 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 1868 members 
Entering Unmasked Estep 
Score: -500139.531250 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -500139.5 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -500922.750000 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -500922.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -501098.625000 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -501098.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -501194.593750 Penalty: 4082.762451
	Iteration 3Q: 3 clusters Score -501194.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -501256.906250 Penalty: 4082.762451
	Iteration 4Q: 3 clusters Score -501256.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -501305.906250 Penalty: 4082.762451
	Iteration 5Q: 3 clusters Score -501305.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501350.406250 Penalty: 4082.762451
	Iteration 6Q: 3 clusters Score -501350.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -501386.093750 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -501386.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -501414.656250 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -501414.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -501438.406250 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -501438.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -501458.062500 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -501458.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -501476.843750 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -501476.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -501492.000000 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -501492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -501505.625000 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -501505.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -501517.500000 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -501517.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -501526.968750 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -501527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -501533.718750 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -501533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -501540.500000 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -501540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -501546.000000 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -501546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -501550.343750 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -501550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501554.562500 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -501554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -501558.750000 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -501558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -501562.625000 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -501562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -501565.468750 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -501565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -501568.968750 Penalty: 4082.762451
	Iteration 24Q: 3 clusters Score -501569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -501571.656250 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -501571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -501572.562500 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -501572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -501574.781250 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -501574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -501575.000000 Penalty: 4082.762451
	Iteration 28Q: 3 clusters Score -501575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -501576.000000 Penalty: 4082.762451
	Iteration 29Q: 3 clusters Score -501576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -501577.343750 Penalty: 4082.762451
	Iteration 30Q: 3 clusters Score -501577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -501577.343750 Penalty: 4082.762451
	Iteration 31F: 3 clusters Score -501577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (201176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201176 members 
Entering Unmasked Estep 
Score: -27289934.000000 Penalty: 3028.559814
	Iteration 0F: 2 clusters Score -2.728993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -27166360.000000 Penalty: 6057.119629
	Iteration 0F: 3 clusters Score -2.716636e+07 nChanged 96610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -27223388.000000 Penalty: 6057.119629
	Iteration 1F: 3 clusters Score -2.722339e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -27224798.000000 Penalty: 6057.119629
	Iteration 2Q: 3 clusters Score -2.72248e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -27226720.000000 Penalty: 6057.119629
	Iteration 3Q: 3 clusters Score -2.722672e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -27229174.000000 Penalty: 6057.119629
	Iteration 4Q: 3 clusters Score -2.722917e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -27233048.000000 Penalty: 6057.119629
	Iteration 5Q: 3 clusters Score -2.723305e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -27238494.000000 Penalty: 6057.119629
	Iteration 6F: 3 clusters Score -2.723849e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -27245852.000000 Penalty: 6057.119629
	Iteration 7F: 3 clusters Score -2.724585e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -27254458.000000 Penalty: 6057.119629
	Iteration 8F: 3 clusters Score -2.725446e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -27262642.000000 Penalty: 6057.119629
	Iteration 9F: 3 clusters Score -2.726264e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -27267772.000000 Penalty: 6057.119629
	Iteration 10F: 3 clusters Score -2.726777e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116347 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -27269870.000000 Penalty: 6057.119629
	Iteration 11Q: 3 clusters Score -2.726987e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117629 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -27270824.000000 Penalty: 6057.119629
	Iteration 12Q: 3 clusters Score -2.727082e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -27271490.000000 Penalty: 6057.119629
	Iteration 13Q: 3 clusters Score -2.727149e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120350 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -27271904.000000 Penalty: 6057.119629
	Iteration 14Q: 3 clusters Score -2.72719e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -27272202.000000 Penalty: 6057.119629
	Iteration 15Q: 3 clusters Score -2.72722e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -27272626.000000 Penalty: 6057.119629
	Iteration 16Q: 3 clusters Score -2.727263e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124296 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -27272912.000000 Penalty: 6057.119629
	Iteration 17Q: 3 clusters Score -2.727291e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -27273332.000000 Penalty: 6057.119629
	Iteration 18Q: 3 clusters Score -2.727333e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -27273574.000000 Penalty: 6057.119629
	Iteration 19Q: 3 clusters Score -2.727357e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -27273894.000000 Penalty: 6057.119629
	Iteration 20F: 3 clusters Score -2.727389e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129524 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -27274174.000000 Penalty: 6057.119629
	Iteration 21Q: 3 clusters Score -2.727417e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -27274510.000000 Penalty: 6057.119629
	Iteration 22Q: 3 clusters Score -2.727451e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132386 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -27274850.000000 Penalty: 6057.119629
	Iteration 23Q: 3 clusters Score -2.727485e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -27275260.000000 Penalty: 6057.119629
	Iteration 24Q: 3 clusters Score -2.727526e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135512 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -27275616.000000 Penalty: 6057.119629
	Iteration 25Q: 3 clusters Score -2.727562e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137165 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -27275774.000000 Penalty: 6057.119629
	Iteration 26Q: 3 clusters Score -2.727577e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -27276062.000000 Penalty: 6057.119629
	Iteration 27Q: 3 clusters Score -2.727606e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140873 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -27276308.000000 Penalty: 6057.119629
	Iteration 28Q: 3 clusters Score -2.727631e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -27276758.000000 Penalty: 6057.119629
	Iteration 29Q: 3 clusters Score -2.727676e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -27277142.000000 Penalty: 6057.119629
	Iteration 30Q: 3 clusters Score -2.727714e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -27277650.000000 Penalty: 6057.119629
	Iteration 31Q: 3 clusters Score -2.727765e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149252 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -27278126.000000 Penalty: 6057.119629
	Iteration 32Q: 3 clusters Score -2.727813e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -27278588.000000 Penalty: 6057.119629
	Iteration 33Q: 3 clusters Score -2.727859e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -27278992.000000 Penalty: 6057.119629
	Iteration 34Q: 3 clusters Score -2.727899e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -27279678.000000 Penalty: 6057.119629
	Iteration 35Q: 3 clusters Score -2.727968e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -27280208.000000 Penalty: 6057.119629
	Iteration 36Q: 3 clusters Score -2.728021e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -27280806.000000 Penalty: 6057.119629
	Iteration 37Q: 3 clusters Score -2.728081e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162971 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -27281338.000000 Penalty: 6057.119629
	Iteration 38Q: 3 clusters Score -2.728134e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165218 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -27281962.000000 Penalty: 6057.119629
	Iteration 39Q: 3 clusters Score -2.728196e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167375 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -27282602.000000 Penalty: 6057.119629
	Iteration 40F: 3 clusters Score -2.72826e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -27283088.000000 Penalty: 6057.119629
	Iteration 41Q: 3 clusters Score -2.728309e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -27283592.000000 Penalty: 6057.119629
	Iteration 42Q: 3 clusters Score -2.728359e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -27284076.000000 Penalty: 6057.119629
	Iteration 43Q: 3 clusters Score -2.728408e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -27284602.000000 Penalty: 6057.119629
	Iteration 44Q: 3 clusters Score -2.72846e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177094 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -27285080.000000 Penalty: 6057.119629
	Iteration 45Q: 3 clusters Score -2.728508e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -27285556.000000 Penalty: 6057.119629
	Iteration 46Q: 3 clusters Score -2.728556e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -27285980.000000 Penalty: 6057.119629
	Iteration 47Q: 3 clusters Score -2.728598e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -27286258.000000 Penalty: 6057.119629
	Iteration 48Q: 3 clusters Score -2.728626e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -27286724.000000 Penalty: 6057.119629
	Iteration 49Q: 3 clusters Score -2.728672e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184530 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -27286952.000000 Penalty: 6057.119629
	Iteration 50Q: 3 clusters Score -2.728695e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185719 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -27287150.000000 Penalty: 6057.119629
	Iteration 51Q: 3 clusters Score -2.728715e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186836 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -27287394.000000 Penalty: 6057.119629
	Iteration 52Q: 3 clusters Score -2.728739e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187805 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -27287450.000000 Penalty: 6057.119629
	Iteration 53Q: 3 clusters Score -2.728745e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188694 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -27287530.000000 Penalty: 6057.119629
	Iteration 54Q: 3 clusters Score -2.728753e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -27287684.000000 Penalty: 6057.119629
	Iteration 55Q: 3 clusters Score -2.728768e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190224 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -27287844.000000 Penalty: 6057.119629
	Iteration 56Q: 3 clusters Score -2.728784e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190844 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -27287874.000000 Penalty: 6057.119629
	Iteration 57Q: 3 clusters Score -2.728787e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -27287912.000000 Penalty: 6057.119629
	Iteration 58Q: 3 clusters Score -2.728791e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191925 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -27287980.000000 Penalty: 6057.119629
	Iteration 59Q: 3 clusters Score -2.728798e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192353 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -27287990.000000 Penalty: 6057.119629
	Iteration 60F: 3 clusters Score -2.728799e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192742 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -27288026.000000 Penalty: 6057.119629
	Iteration 61Q: 3 clusters Score -2.728803e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193088 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -27288110.000000 Penalty: 6057.119629
	Iteration 62Q: 3 clusters Score -2.728811e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193412 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -27288162.000000 Penalty: 6057.119629
	Iteration 63Q: 3 clusters Score -2.728816e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193714 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -27288164.000000 Penalty: 6057.119629
	Iteration 64Q: 3 clusters Score -2.728816e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193976 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -27288214.000000 Penalty: 6057.119629
	Iteration 65Q: 3 clusters Score -2.728821e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -27288258.000000 Penalty: 6057.119629
	Iteration 66Q: 3 clusters Score -2.728826e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194436 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -27288350.000000 Penalty: 6057.119629
	Iteration 67Q: 3 clusters Score -2.728835e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194621 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -27288322.000000 Penalty: 6057.119629
	Iteration 68Q: 3 clusters Score -2.728832e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -27288310.000000 Penalty: 6057.119629
	Iteration 69Q: 3 clusters Score -2.728831e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194947 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -27288258.000000 Penalty: 6057.119629
	Iteration 70Q: 3 clusters Score -2.728826e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195077 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -27288256.000000 Penalty: 6057.119629
	Iteration 71Q: 3 clusters Score -2.728826e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195186 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -27288224.000000 Penalty: 6057.119629
	Iteration 72Q: 3 clusters Score -2.728822e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195302 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -27288228.000000 Penalty: 6057.119629
	Iteration 73Q: 3 clusters Score -2.728823e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195411 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -27288224.000000 Penalty: 6057.119629
	Iteration 74Q: 3 clusters Score -2.728822e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -27288166.000000 Penalty: 6057.119629
	Iteration 75Q: 3 clusters Score -2.728817e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195611 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -27288148.000000 Penalty: 6057.119629
	Iteration 76Q: 3 clusters Score -2.728815e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195703 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -27288244.000000 Penalty: 6057.119629
	Iteration 77Q: 3 clusters Score -2.728824e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195789 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -27288206.000000 Penalty: 6057.119629
	Iteration 78Q: 3 clusters Score -2.728821e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195868 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -27288188.000000 Penalty: 6057.119629
	Iteration 79Q: 3 clusters Score -2.728819e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195964 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -27288142.000000 Penalty: 6057.119629
	Iteration 80F: 3 clusters Score -2.728814e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196028 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -27288118.000000 Penalty: 6057.119629
	Iteration 81Q: 3 clusters Score -2.728812e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196091 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -27288160.000000 Penalty: 6057.119629
	Iteration 82Q: 3 clusters Score -2.728816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196156 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -27288134.000000 Penalty: 6057.119629
	Iteration 83Q: 3 clusters Score -2.728813e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196218 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -27288120.000000 Penalty: 6057.119629
	Iteration 84Q: 3 clusters Score -2.728812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196287 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -27288078.000000 Penalty: 6057.119629
	Iteration 85Q: 3 clusters Score -2.728808e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196343 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -27288078.000000 Penalty: 6057.119629
	Iteration 86Q: 3 clusters Score -2.728808e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196403 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -27288136.000000 Penalty: 6057.119629
	Iteration 87Q: 3 clusters Score -2.728814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196459 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -27288150.000000 Penalty: 6057.119629
	Iteration 88Q: 3 clusters Score -2.728815e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196500 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -27288120.000000 Penalty: 6057.119629
	Iteration 89Q: 3 clusters Score -2.728812e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196536 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -27288116.000000 Penalty: 6057.119629
	Iteration 90Q: 3 clusters Score -2.728812e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196585 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -27288092.000000 Penalty: 6057.119629
	Iteration 91Q: 3 clusters Score -2.728809e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196610 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -27288112.000000 Penalty: 6057.119629
	Iteration 92Q: 3 clusters Score -2.728811e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196645 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -27288116.000000 Penalty: 6057.119629
	Iteration 93Q: 3 clusters Score -2.728812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196678 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -27288128.000000 Penalty: 6057.119629
	Iteration 94Q: 3 clusters Score -2.728813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -27288132.000000 Penalty: 6057.119629
	Iteration 95Q: 3 clusters Score -2.728813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196744 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -27288158.000000 Penalty: 6057.119629
	Iteration 96Q: 3 clusters Score -2.728816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196775 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -27288140.000000 Penalty: 6057.119629
	Iteration 97Q: 3 clusters Score -2.728814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196802 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 98Q: 3 clusters Score -2.728814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196807 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -27288148.000000 Penalty: 6057.119629
	Iteration 99Q: 3 clusters Score -2.728815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196814 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -27288154.000000 Penalty: 6057.119629
	Iteration 100F: 3 clusters Score -2.728815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196825 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -27288154.000000 Penalty: 6057.119629
	Iteration 101Q: 3 clusters Score -2.728815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196834 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 102Q: 3 clusters Score -2.728814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196843 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -27288160.000000 Penalty: 6057.119629
	Iteration 103Q: 3 clusters Score -2.728816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 104Q: 3 clusters Score -2.728814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196851 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -27288154.000000 Penalty: 6057.119629
	Iteration 105Q: 3 clusters Score -2.728815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196855 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -27288150.000000 Penalty: 6057.119629
	Iteration 106Q: 3 clusters Score -2.728815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196859 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -27288136.000000 Penalty: 6057.119629
	Iteration 107Q: 3 clusters Score -2.728814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196866 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -27288150.000000 Penalty: 6057.119629
	Iteration 108Q: 3 clusters Score -2.728815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196874 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -27288156.000000 Penalty: 6057.119629
	Iteration 109Q: 3 clusters Score -2.728816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -27288162.000000 Penalty: 6057.119629
	Iteration 110Q: 3 clusters Score -2.728816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196899 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -27288168.000000 Penalty: 6057.119629
	Iteration 111Q: 3 clusters Score -2.728817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196916 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -27288148.000000 Penalty: 6057.119629
	Iteration 112Q: 3 clusters Score -2.728815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196935 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -27288150.000000 Penalty: 6057.119629
	Iteration 113Q: 3 clusters Score -2.728815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196947 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -27288124.000000 Penalty: 6057.119629
	Iteration 114Q: 3 clusters Score -2.728812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196961 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -27288154.000000 Penalty: 6057.119629
	Iteration 115Q: 3 clusters Score -2.728815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -27288140.000000 Penalty: 6057.119629
	Iteration 116Q: 3 clusters Score -2.728814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196985 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -27288134.000000 Penalty: 6057.119629
	Iteration 117Q: 3 clusters Score -2.728813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197000 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -27288122.000000 Penalty: 6057.119629
	Iteration 118Q: 3 clusters Score -2.728812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197009 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -27288128.000000 Penalty: 6057.119629
	Iteration 119Q: 3 clusters Score -2.728813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197014 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -27288124.000000 Penalty: 6057.119629
	Iteration 120F: 3 clusters Score -2.728812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197021 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -27288146.000000 Penalty: 6057.119629
	Iteration 121Q: 3 clusters Score -2.728815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197024 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 122Q: 3 clusters Score -2.728814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197029 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -27288158.000000 Penalty: 6057.119629
	Iteration 123Q: 3 clusters Score -2.728816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197034 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -27288140.000000 Penalty: 6057.119629
	Iteration 124Q: 3 clusters Score -2.728814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197042 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -27288150.000000 Penalty: 6057.119629
	Iteration 125Q: 3 clusters Score -2.728815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197052 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 126Q: 3 clusters Score -2.728814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197059 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 127Q: 3 clusters Score -2.728814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197062 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -27288166.000000 Penalty: 6057.119629
	Iteration 128Q: 3 clusters Score -2.728817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197064 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -27288174.000000 Penalty: 6057.119629
	Iteration 129Q: 3 clusters Score -2.728817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197066 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -27288170.000000 Penalty: 6057.119629
	Iteration 130Q: 3 clusters Score -2.728817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197067 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -27288182.000000 Penalty: 6057.119629
	Iteration 131Q: 3 clusters Score -2.728818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197069 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -27288186.000000 Penalty: 6057.119629
	Iteration 132Q: 3 clusters Score -2.728819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197073 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -27288194.000000 Penalty: 6057.119629
	Iteration 133Q: 3 clusters Score -2.728819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197081 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -27288172.000000 Penalty: 6057.119629
	Iteration 134Q: 3 clusters Score -2.728817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197087 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -27288176.000000 Penalty: 6057.119629
	Iteration 135Q: 3 clusters Score -2.728818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -27288162.000000 Penalty: 6057.119629
	Iteration 136Q: 3 clusters Score -2.728816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197096 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -27288176.000000 Penalty: 6057.119629
	Iteration 137Q: 3 clusters Score -2.728818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197101 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -27288204.000000 Penalty: 6057.119629
	Iteration 138Q: 3 clusters Score -2.72882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197108 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -27288188.000000 Penalty: 6057.119629
	Iteration 139Q: 3 clusters Score -2.728819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197116 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -27288192.000000 Penalty: 6057.119629
	Iteration 140F: 3 clusters Score -2.728819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197126 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -27288186.000000 Penalty: 6057.119629
	Iteration 141Q: 3 clusters Score -2.728819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197137 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -27288182.000000 Penalty: 6057.119629
	Iteration 142Q: 3 clusters Score -2.728818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197144 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -27288148.000000 Penalty: 6057.119629
	Iteration 143Q: 3 clusters Score -2.728815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -27288154.000000 Penalty: 6057.119629
	Iteration 144Q: 3 clusters Score -2.728815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197153 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -27288152.000000 Penalty: 6057.119629
	Iteration 145Q: 3 clusters Score -2.728815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197160 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -27288154.000000 Penalty: 6057.119629
	Iteration 146Q: 3 clusters Score -2.728815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197166 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -27288142.000000 Penalty: 6057.119629
	Iteration 147Q: 3 clusters Score -2.728814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197171 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -27288158.000000 Penalty: 6057.119629
	Iteration 148Q: 3 clusters Score -2.728816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197177 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -27288156.000000 Penalty: 6057.119629
	Iteration 149Q: 3 clusters Score -2.728816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197184 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -27288162.000000 Penalty: 6057.119629
	Iteration 150Q: 3 clusters Score -2.728816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197189 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -27288156.000000 Penalty: 6057.119629
	Iteration 151Q: 3 clusters Score -2.728816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197196 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -27288162.000000 Penalty: 6057.119629
	Iteration 152Q: 3 clusters Score -2.728816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197197 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -27288182.000000 Penalty: 6057.119629
	Iteration 153Q: 3 clusters Score -2.728818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197204 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -27288162.000000 Penalty: 6057.119629
	Iteration 154Q: 3 clusters Score -2.728816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197208 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -27288148.000000 Penalty: 6057.119629
	Iteration 155Q: 3 clusters Score -2.728815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197212 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -27288142.000000 Penalty: 6057.119629
	Iteration 156Q: 3 clusters Score -2.728814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197215 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -27288152.000000 Penalty: 6057.119629
	Iteration 157Q: 3 clusters Score -2.728815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197217 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -27288144.000000 Penalty: 6057.119629
	Iteration 158Q: 3 clusters Score -2.728814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197222 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -27288136.000000 Penalty: 6057.119629
	Iteration 159Q: 3 clusters Score -2.728814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197222 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -27288146.000000 Penalty: 6057.119629
	Iteration 160F: 3 clusters Score -2.728815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197223 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -27288146.000000 Penalty: 6057.119629
	Iteration 161Q: 3 clusters Score -2.728815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197225 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -27288130.000000 Penalty: 6057.119629
	Iteration 162Q: 3 clusters Score -2.728813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197226 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -27288136.000000 Penalty: 6057.119629
	Iteration 163Q: 3 clusters Score -2.728814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197226 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -27288136.000000 Penalty: 6057.119629
	Iteration 164F: 3 clusters Score -2.728814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (211886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211886 members 
Entering Unmasked Estep 
Score: -28538332.000000 Penalty: 3041.423340
	Iteration 0F: 2 clusters Score -2.853833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106027 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -28405198.000000 Penalty: 6082.846680
	Iteration 0F: 3 clusters Score -2.84052e+07 nChanged 102043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -28465034.000000 Penalty: 6082.846680
	Iteration 1F: 3 clusters Score -2.846503e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -28466764.000000 Penalty: 6082.846680
	Iteration 2Q: 3 clusters Score -2.846676e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -28469432.000000 Penalty: 6082.846680
	Iteration 3Q: 3 clusters Score -2.846943e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -28473910.000000 Penalty: 6082.846680
	Iteration 4Q: 3 clusters Score -2.847391e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -28480704.000000 Penalty: 6082.846680
	Iteration 5F: 3 clusters Score -2.84807e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -28489486.000000 Penalty: 6082.846680
	Iteration 6F: 3 clusters Score -2.848949e+07 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 108557 members 
Entering Unmasked Estep 
Score: -28500358.000000 Penalty: 6082.846680
	Iteration 7F: 3 clusters Score -2.850036e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -28511166.000000 Penalty: 6082.846680
	Iteration 8F: 3 clusters Score -2.851117e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98147 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
Score: -28518762.000000 Penalty: 6082.846680
	Iteration 9F: 3 clusters Score -2.851876e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -28522676.000000 Penalty: 6082.846680
	Iteration 10Q: 3 clusters Score -2.852268e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 116764 members 
Entering Unmasked Estep 
Score: -28524166.000000 Penalty: 6082.846680
	Iteration 11Q: 3 clusters Score -2.852417e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -28525096.000000 Penalty: 6082.846680
	Iteration 12Q: 3 clusters Score -2.85251e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -28525620.000000 Penalty: 6082.846680
	Iteration 13Q: 3 clusters Score -2.852562e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -28526348.000000 Penalty: 6082.846680
	Iteration 14Q: 3 clusters Score -2.852635e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -28527152.000000 Penalty: 6082.846680
	Iteration 15Q: 3 clusters Score -2.852715e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 125280 members 
Entering Unmasked Estep 
Score: -28528036.000000 Penalty: 6082.846680
	Iteration 16Q: 3 clusters Score -2.852804e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 127594 members 
Entering Unmasked Estep 
Score: -28528994.000000 Penalty: 6082.846680
	Iteration 17Q: 3 clusters Score -2.852899e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -28529946.000000 Penalty: 6082.846680
	Iteration 18Q: 3 clusters Score -2.852995e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 132330 members 
Entering Unmasked Estep 
Score: -28530718.000000 Penalty: 6082.846680
	Iteration 19Q: 3 clusters Score -2.853072e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -28531626.000000 Penalty: 6082.846680
	Iteration 20F: 3 clusters Score -2.853163e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 137011 members 
Entering Unmasked Estep 
Score: -28532396.000000 Penalty: 6082.846680
	Iteration 21Q: 3 clusters Score -2.85324e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -28533250.000000 Penalty: 6082.846680
	Iteration 22Q: 3 clusters Score -2.853325e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 141482 members 
Entering Unmasked Estep 
Score: -28533950.000000 Penalty: 6082.846680
	Iteration 23Q: 3 clusters Score -2.853395e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -28534444.000000 Penalty: 6082.846680
	Iteration 24Q: 3 clusters Score -2.853444e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 145816 members 
Entering Unmasked Estep 
Score: -28534866.000000 Penalty: 6082.846680
	Iteration 25Q: 3 clusters Score -2.853487e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 147981 members 
Entering Unmasked Estep 
Score: -28535192.000000 Penalty: 6082.846680
	Iteration 26Q: 3 clusters Score -2.853519e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -28535636.000000 Penalty: 6082.846680
	Iteration 27Q: 3 clusters Score -2.853564e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 152356 members 
Entering Unmasked Estep 
Score: -28536050.000000 Penalty: 6082.846680
	Iteration 28Q: 3 clusters Score -2.853605e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -28536542.000000 Penalty: 6082.846680
	Iteration 29Q: 3 clusters Score -2.853654e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -28537178.000000 Penalty: 6082.846680
	Iteration 30Q: 3 clusters Score -2.853718e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 159548 members 
Entering Unmasked Estep 
Score: -28537694.000000 Penalty: 6082.846680
	Iteration 31Q: 3 clusters Score -2.853769e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 161989 members 
Entering Unmasked Estep 
Score: -28538184.000000 Penalty: 6082.846680
	Iteration 32Q: 3 clusters Score -2.853818e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -28538776.000000 Penalty: 6082.846680
	Iteration 33Q: 3 clusters Score -2.853878e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -28539170.000000 Penalty: 6082.846680
	Iteration 34Q: 3 clusters Score -2.853917e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 169239 members 
Entering Unmasked Estep 
Score: -28539632.000000 Penalty: 6082.846680
	Iteration 35Q: 3 clusters Score -2.853963e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -28539984.000000 Penalty: 6082.846680
	Iteration 36Q: 3 clusters Score -2.853998e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -28540264.000000 Penalty: 6082.846680
	Iteration 37Q: 3 clusters Score -2.854026e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 176377 members 
Entering Unmasked Estep 
Score: -28540638.000000 Penalty: 6082.846680
	Iteration 38Q: 3 clusters Score -2.854064e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 178861 members 
Entering Unmasked Estep 
Score: -28540878.000000 Penalty: 6082.846680
	Iteration 39Q: 3 clusters Score -2.854088e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 181223 members 
Entering Unmasked Estep 
Score: -28541128.000000 Penalty: 6082.846680
	Iteration 40F: 3 clusters Score -2.854113e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -28541270.000000 Penalty: 6082.846680
	Iteration 41Q: 3 clusters Score -2.854127e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 185774 members 
Entering Unmasked Estep 
Score: -28541306.000000 Penalty: 6082.846680
	Iteration 42Q: 3 clusters Score -2.854131e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 187859 members 
Entering Unmasked Estep 
Score: -28541470.000000 Penalty: 6082.846680
	Iteration 43Q: 3 clusters Score -2.854147e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 189729 members 
Entering Unmasked Estep 
Score: -28541532.000000 Penalty: 6082.846680
	Iteration 44Q: 3 clusters Score -2.854153e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 191470 members 
Entering Unmasked Estep 
Score: -28541642.000000 Penalty: 6082.846680
	Iteration 45Q: 3 clusters Score -2.854164e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 193081 members 
Entering Unmasked Estep 
Score: -28541678.000000 Penalty: 6082.846680
	Iteration 46Q: 3 clusters Score -2.854168e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -28541680.000000 Penalty: 6082.846680
	Iteration 47Q: 3 clusters Score -2.854168e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -28541526.000000 Penalty: 6082.846680
	Iteration 48Q: 3 clusters Score -2.854153e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 197221 members 
Entering Unmasked Estep 
Score: -28541390.000000 Penalty: 6082.846680
	Iteration 49Q: 3 clusters Score -2.854139e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 198334 members 
Entering Unmasked Estep 
Score: -28541310.000000 Penalty: 6082.846680
	Iteration 50Q: 3 clusters Score -2.854131e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 199394 members 
Entering Unmasked Estep 
Score: -28541076.000000 Penalty: 6082.846680
	Iteration 51Q: 3 clusters Score -2.854108e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 200291 members 
Entering Unmasked Estep 
Score: -28540944.000000 Penalty: 6082.846680
	Iteration 52Q: 3 clusters Score -2.854094e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 201124 members 
Entering Unmasked Estep 
Score: -28540782.000000 Penalty: 6082.846680
	Iteration 53Q: 3 clusters Score -2.854078e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 201870 members 
Entering Unmasked Estep 
Score: -28540650.000000 Penalty: 6082.846680
	Iteration 54Q: 3 clusters Score -2.854065e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 202524 members 
Entering Unmasked Estep 
Score: -28540398.000000 Penalty: 6082.846680
	Iteration 55Q: 3 clusters Score -2.85404e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 203070 members 
Entering Unmasked Estep 
Score: -28540168.000000 Penalty: 6082.846680
	Iteration 56Q: 3 clusters Score -2.854017e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 203570 members 
Entering Unmasked Estep 
Score: -28539962.000000 Penalty: 6082.846680
	Iteration 57Q: 3 clusters Score -2.853996e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 204021 members 
Entering Unmasked Estep 
Score: -28539812.000000 Penalty: 6082.846680
	Iteration 58Q: 3 clusters Score -2.853981e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 204441 members 
Entering Unmasked Estep 
Score: -28539632.000000 Penalty: 6082.846680
	Iteration 59Q: 3 clusters Score -2.853963e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 204820 members 
Entering Unmasked Estep 
Score: -28539492.000000 Penalty: 6082.846680
	Iteration 60F: 3 clusters Score -2.853949e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 205160 members 
Entering Unmasked Estep 
Score: -28539370.000000 Penalty: 6082.846680
	Iteration 61Q: 3 clusters Score -2.853937e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 205444 members 
Entering Unmasked Estep 
Score: -28539276.000000 Penalty: 6082.846680
	Iteration 62Q: 3 clusters Score -2.853928e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 205727 members 
Entering Unmasked Estep 
Score: -28539174.000000 Penalty: 6082.846680
	Iteration 63Q: 3 clusters Score -2.853917e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 205980 members 
Entering Unmasked Estep 
Score: -28539048.000000 Penalty: 6082.846680
	Iteration 64Q: 3 clusters Score -2.853905e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 206190 members 
Entering Unmasked Estep 
Score: -28539032.000000 Penalty: 6082.846680
	Iteration 65Q: 3 clusters Score -2.853903e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 206393 members 
Entering Unmasked Estep 
Score: -28538894.000000 Penalty: 6082.846680
	Iteration 66Q: 3 clusters Score -2.853889e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 206560 members 
Entering Unmasked Estep 
Score: -28538822.000000 Penalty: 6082.846680
	Iteration 67Q: 3 clusters Score -2.853882e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -28538830.000000 Penalty: 6082.846680
	Iteration 68Q: 3 clusters Score -2.853883e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 206847 members 
Entering Unmasked Estep 
Score: -28538756.000000 Penalty: 6082.846680
	Iteration 69Q: 3 clusters Score -2.853876e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 206971 members 
Entering Unmasked Estep 
Score: -28538662.000000 Penalty: 6082.846680
	Iteration 70Q: 3 clusters Score -2.853866e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 207105 members 
Entering Unmasked Estep 
Score: -28538612.000000 Penalty: 6082.846680
	Iteration 71Q: 3 clusters Score -2.853861e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 207219 members 
Entering Unmasked Estep 
Score: -28538554.000000 Penalty: 6082.846680
	Iteration 72Q: 3 clusters Score -2.853855e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 207309 members 
Entering Unmasked Estep 
Score: -28538482.000000 Penalty: 6082.846680
	Iteration 73Q: 3 clusters Score -2.853848e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 207390 members 
Entering Unmasked Estep 
Score: -28538472.000000 Penalty: 6082.846680
	Iteration 74Q: 3 clusters Score -2.853847e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 207472 members 
Entering Unmasked Estep 
Score: -28538482.000000 Penalty: 6082.846680
	Iteration 75Q: 3 clusters Score -2.853848e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 207552 members 
Entering Unmasked Estep 
Score: -28538412.000000 Penalty: 6082.846680
	Iteration 76Q: 3 clusters Score -2.853841e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 207629 members 
Entering Unmasked Estep 
Score: -28538384.000000 Penalty: 6082.846680
	Iteration 77Q: 3 clusters Score -2.853838e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 207703 members 
Entering Unmasked Estep 
Score: -28538372.000000 Penalty: 6082.846680
	Iteration 78Q: 3 clusters Score -2.853837e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 207760 members 
Entering Unmasked Estep 
Score: -28538338.000000 Penalty: 6082.846680
	Iteration 79Q: 3 clusters Score -2.853834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 207817 members 
Entering Unmasked Estep 
Score: -28538344.000000 Penalty: 6082.846680
	Iteration 80F: 3 clusters Score -2.853834e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 207872 members 
Entering Unmasked Estep 
Score: -28538356.000000 Penalty: 6082.846680
	Iteration 81Q: 3 clusters Score -2.853836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 207909 members 
Entering Unmasked Estep 
Score: -28538302.000000 Penalty: 6082.846680
	Iteration 82Q: 3 clusters Score -2.85383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 207947 members 
Entering Unmasked Estep 
Score: -28538292.000000 Penalty: 6082.846680
	Iteration 83Q: 3 clusters Score -2.853829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 207991 members 
Entering Unmasked Estep 
Score: -28538284.000000 Penalty: 6082.846680
	Iteration 84Q: 3 clusters Score -2.853828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -28538282.000000 Penalty: 6082.846680
	Iteration 85Q: 3 clusters Score -2.853828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 208045 members 
Entering Unmasked Estep 
Score: -28538280.000000 Penalty: 6082.846680
	Iteration 86Q: 3 clusters Score -2.853828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 208068 members 
Entering Unmasked Estep 
Score: -28538262.000000 Penalty: 6082.846680
	Iteration 87Q: 3 clusters Score -2.853826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 208085 members 
Entering Unmasked Estep 
Score: -28538260.000000 Penalty: 6082.846680
	Iteration 88Q: 3 clusters Score -2.853826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 208104 members 
Entering Unmasked Estep 
Score: -28538278.000000 Penalty: 6082.846680
	Iteration 89Q: 3 clusters Score -2.853828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 208134 members 
Entering Unmasked Estep 
Score: -28538262.000000 Penalty: 6082.846680
	Iteration 90Q: 3 clusters Score -2.853826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 208162 members 
Entering Unmasked Estep 
Score: -28538244.000000 Penalty: 6082.846680
	Iteration 91Q: 3 clusters Score -2.853824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 208187 members 
Entering Unmasked Estep 
Score: -28538194.000000 Penalty: 6082.846680
	Iteration 92Q: 3 clusters Score -2.853819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 208206 members 
Entering Unmasked Estep 
Score: -28538202.000000 Penalty: 6082.846680
	Iteration 93Q: 3 clusters Score -2.85382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 208215 members 
Entering Unmasked Estep 
Score: -28538184.000000 Penalty: 6082.846680
	Iteration 94Q: 3 clusters Score -2.853818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 208222 members 
Entering Unmasked Estep 
Score: -28538176.000000 Penalty: 6082.846680
	Iteration 95Q: 3 clusters Score -2.853818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 208229 members 
Entering Unmasked Estep 
Score: -28538178.000000 Penalty: 6082.846680
	Iteration 96Q: 3 clusters Score -2.853818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 208237 members 
Entering Unmasked Estep 
Score: -28538136.000000 Penalty: 6082.846680
	Iteration 97Q: 3 clusters Score -2.853814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 208251 members 
Entering Unmasked Estep 
Score: -28538120.000000 Penalty: 6082.846680
	Iteration 98Q: 3 clusters Score -2.853812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 208262 members 
Entering Unmasked Estep 
Score: -28538108.000000 Penalty: 6082.846680
	Iteration 99Q: 3 clusters Score -2.853811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 208266 members 
Entering Unmasked Estep 
Score: -28538106.000000 Penalty: 6082.846680
	Iteration 100F: 3 clusters Score -2.853811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 208274 members 
Entering Unmasked Estep 
Score: -28538128.000000 Penalty: 6082.846680
	Iteration 101Q: 3 clusters Score -2.853813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 208281 members 
Entering Unmasked Estep 
Score: -28538104.000000 Penalty: 6082.846680
	Iteration 102Q: 3 clusters Score -2.85381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 208286 members 
Entering Unmasked Estep 
Score: -28538098.000000 Penalty: 6082.846680
	Iteration 103Q: 3 clusters Score -2.85381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 208291 members 
Entering Unmasked Estep 
Score: -28538092.000000 Penalty: 6082.846680
	Iteration 104Q: 3 clusters Score -2.853809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 208295 members 
Entering Unmasked Estep 
Score: -28538106.000000 Penalty: 6082.846680
	Iteration 105Q: 3 clusters Score -2.853811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 208301 members 
Entering Unmasked Estep 
Score: -28538114.000000 Penalty: 6082.846680
	Iteration 106Q: 3 clusters Score -2.853811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 208307 members 
Entering Unmasked Estep 
Score: -28538108.000000 Penalty: 6082.846680
	Iteration 107Q: 3 clusters Score -2.853811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 208307 members 
Entering Unmasked Estep 
Score: -28538108.000000 Penalty: 6082.846680
	Iteration 108F: 3 clusters Score -2.853811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (141038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141038 members 
Entering Unmasked Estep 
Score: -19096134.000000 Penalty: 2940.482666
	Iteration 0F: 2 clusters Score -1.909613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -19003010.000000 Penalty: 5880.965332
	Iteration 0F: 3 clusters Score -1.900301e+07 nChanged 67068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -19041558.000000 Penalty: 5880.965332
	Iteration 1F: 3 clusters Score -1.904156e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -19042652.000000 Penalty: 5880.965332
	Iteration 2Q: 3 clusters Score -1.904265e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -19044190.000000 Penalty: 5880.965332
	Iteration 3Q: 3 clusters Score -1.904419e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -19046712.000000 Penalty: 5880.965332
	Iteration 4Q: 3 clusters Score -1.904671e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -19050386.000000 Penalty: 5880.965332
	Iteration 5Q: 3 clusters Score -1.905039e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -19055168.000000 Penalty: 5880.965332
	Iteration 6F: 3 clusters Score -1.905517e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -19060630.000000 Penalty: 5880.965332
	Iteration 7F: 3 clusters Score -1.906063e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -19066522.000000 Penalty: 5880.965332
	Iteration 8F: 3 clusters Score -1.906652e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -19072510.000000 Penalty: 5880.965332
	Iteration 9F: 3 clusters Score -1.907251e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -19077890.000000 Penalty: 5880.965332
	Iteration 10F: 3 clusters Score -1.907789e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -19081838.000000 Penalty: 5880.965332
	Iteration 11Q: 3 clusters Score -1.908184e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -19083842.000000 Penalty: 5880.965332
	Iteration 12Q: 3 clusters Score -1.908384e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -19084856.000000 Penalty: 5880.965332
	Iteration 13Q: 3 clusters Score -1.908486e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -19085514.000000 Penalty: 5880.965332
	Iteration 14Q: 3 clusters Score -1.908551e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -19085998.000000 Penalty: 5880.965332
	Iteration 15Q: 3 clusters Score -1.9086e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -19086258.000000 Penalty: 5880.965332
	Iteration 16Q: 3 clusters Score -1.908626e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -19086616.000000 Penalty: 5880.965332
	Iteration 17Q: 3 clusters Score -1.908662e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -19086948.000000 Penalty: 5880.965332
	Iteration 18Q: 3 clusters Score -1.908695e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -19087158.000000 Penalty: 5880.965332
	Iteration 19Q: 3 clusters Score -1.908716e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -19087378.000000 Penalty: 5880.965332
	Iteration 20F: 3 clusters Score -1.908738e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -19087820.000000 Penalty: 5880.965332
	Iteration 21Q: 3 clusters Score -1.908782e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -19088304.000000 Penalty: 5880.965332
	Iteration 22Q: 3 clusters Score -1.90883e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -19088812.000000 Penalty: 5880.965332
	Iteration 23Q: 3 clusters Score -1.908881e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -19089462.000000 Penalty: 5880.965332
	Iteration 24Q: 3 clusters Score -1.908946e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -19090144.000000 Penalty: 5880.965332
	Iteration 25Q: 3 clusters Score -1.909014e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -19090882.000000 Penalty: 5880.965332
	Iteration 26Q: 3 clusters Score -1.909088e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -19091766.000000 Penalty: 5880.965332
	Iteration 27Q: 3 clusters Score -1.909177e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 116122 members 
Entering Unmasked Estep 
Score: -19092768.000000 Penalty: 5880.965332
	Iteration 28Q: 3 clusters Score -1.909277e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 117854 members 
Entering Unmasked Estep 
Score: -19093784.000000 Penalty: 5880.965332
	Iteration 29Q: 3 clusters Score -1.909378e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 119322 members 
Entering Unmasked Estep 
Score: -19094480.000000 Penalty: 5880.965332
	Iteration 30Q: 3 clusters Score -1.909448e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -19094958.000000 Penalty: 5880.965332
	Iteration 31Q: 3 clusters Score -1.909496e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -19095292.000000 Penalty: 5880.965332
	Iteration 32Q: 3 clusters Score -1.909529e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 122643 members 
Entering Unmasked Estep 
Score: -19095570.000000 Penalty: 5880.965332
	Iteration 33Q: 3 clusters Score -1.909557e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -19095712.000000 Penalty: 5880.965332
	Iteration 34Q: 3 clusters Score -1.909571e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -19095872.000000 Penalty: 5880.965332
	Iteration 35Q: 3 clusters Score -1.909587e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -19096106.000000 Penalty: 5880.965332
	Iteration 36Q: 3 clusters Score -1.909611e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -19096172.000000 Penalty: 5880.965332
	Iteration 37Q: 3 clusters Score -1.909617e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -19096266.000000 Penalty: 5880.965332
	Iteration 38Q: 3 clusters Score -1.909627e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 127195 members 
Entering Unmasked Estep 
Score: -19096304.000000 Penalty: 5880.965332
	Iteration 39Q: 3 clusters Score -1.90963e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 127780 members 
Entering Unmasked Estep 
Score: -19096386.000000 Penalty: 5880.965332
	Iteration 40F: 3 clusters Score -1.909639e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -19096516.000000 Penalty: 5880.965332
	Iteration 41Q: 3 clusters Score -1.909652e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -19096594.000000 Penalty: 5880.965332
	Iteration 42Q: 3 clusters Score -1.909659e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -19096674.000000 Penalty: 5880.965332
	Iteration 43Q: 3 clusters Score -1.909667e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 129875 members 
Entering Unmasked Estep 
Score: -19096684.000000 Penalty: 5880.965332
	Iteration 44Q: 3 clusters Score -1.909668e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 130263 members 
Entering Unmasked Estep 
Score: -19096782.000000 Penalty: 5880.965332
	Iteration 45Q: 3 clusters Score -1.909678e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 130639 members 
Entering Unmasked Estep 
Score: -19096770.000000 Penalty: 5880.965332
	Iteration 46Q: 3 clusters Score -1.909677e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -19096856.000000 Penalty: 5880.965332
	Iteration 47Q: 3 clusters Score -1.909686e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 131215 members 
Entering Unmasked Estep 
Score: -19096852.000000 Penalty: 5880.965332
	Iteration 48Q: 3 clusters Score -1.909685e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -19096872.000000 Penalty: 5880.965332
	Iteration 49Q: 3 clusters Score -1.909687e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 131649 members 
Entering Unmasked Estep 
Score: -19096894.000000 Penalty: 5880.965332
	Iteration 50Q: 3 clusters Score -1.909689e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -19096930.000000 Penalty: 5880.965332
	Iteration 51Q: 3 clusters Score -1.909693e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 131964 members 
Entering Unmasked Estep 
Score: -19096922.000000 Penalty: 5880.965332
	Iteration 52Q: 3 clusters Score -1.909692e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 132104 members 
Entering Unmasked Estep 
Score: -19096914.000000 Penalty: 5880.965332
	Iteration 53Q: 3 clusters Score -1.909691e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -19096922.000000 Penalty: 5880.965332
	Iteration 54Q: 3 clusters Score -1.909692e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -19096914.000000 Penalty: 5880.965332
	Iteration 55Q: 3 clusters Score -1.909691e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -19096936.000000 Penalty: 5880.965332
	Iteration 56Q: 3 clusters Score -1.909694e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -19096924.000000 Penalty: 5880.965332
	Iteration 57Q: 3 clusters Score -1.909692e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 132532 members 
Entering Unmasked Estep 
Score: -19096934.000000 Penalty: 5880.965332
	Iteration 58Q: 3 clusters Score -1.909693e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 132596 members 
Entering Unmasked Estep 
Score: -19096938.000000 Penalty: 5880.965332
	Iteration 59Q: 3 clusters Score -1.909694e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 132656 members 
Entering Unmasked Estep 
Score: -19096940.000000 Penalty: 5880.965332
	Iteration 60F: 3 clusters Score -1.909694e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 132701 members 
Entering Unmasked Estep 
Score: -19096920.000000 Penalty: 5880.965332
	Iteration 61Q: 3 clusters Score -1.909692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 132741 members 
Entering Unmasked Estep 
Score: -19096938.000000 Penalty: 5880.965332
	Iteration 62Q: 3 clusters Score -1.909694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 132776 members 
Entering Unmasked Estep 
Score: -19096942.000000 Penalty: 5880.965332
	Iteration 63Q: 3 clusters Score -1.909694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -19096954.000000 Penalty: 5880.965332
	Iteration 64Q: 3 clusters Score -1.909695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -19096972.000000 Penalty: 5880.965332
	Iteration 65Q: 3 clusters Score -1.909697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -19096964.000000 Penalty: 5880.965332
	Iteration 66Q: 3 clusters Score -1.909696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 132882 members 
Entering Unmasked Estep 
Score: -19096962.000000 Penalty: 5880.965332
	Iteration 67Q: 3 clusters Score -1.909696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 132899 members 
Entering Unmasked Estep 
Score: -19096976.000000 Penalty: 5880.965332
	Iteration 68Q: 3 clusters Score -1.909698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -19096962.000000 Penalty: 5880.965332
	Iteration 69Q: 3 clusters Score -1.909696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -19096980.000000 Penalty: 5880.965332
	Iteration 70Q: 3 clusters Score -1.909698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 132948 members 
Entering Unmasked Estep 
Score: -19096970.000000 Penalty: 5880.965332
	Iteration 71Q: 3 clusters Score -1.909697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -19096946.000000 Penalty: 5880.965332
	Iteration 72Q: 3 clusters Score -1.909695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -19096936.000000 Penalty: 5880.965332
	Iteration 73Q: 3 clusters Score -1.909694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -19096942.000000 Penalty: 5880.965332
	Iteration 74Q: 3 clusters Score -1.909694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 133016 members 
Entering Unmasked Estep 
Score: -19096956.000000 Penalty: 5880.965332
	Iteration 75Q: 3 clusters Score -1.909696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 133030 members 
Entering Unmasked Estep 
Score: -19096938.000000 Penalty: 5880.965332
	Iteration 76Q: 3 clusters Score -1.909694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 133036 members 
Entering Unmasked Estep 
Score: -19096934.000000 Penalty: 5880.965332
	Iteration 77Q: 3 clusters Score -1.909693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -19096934.000000 Penalty: 5880.965332
	Iteration 78Q: 3 clusters Score -1.909693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -19096950.000000 Penalty: 5880.965332
	Iteration 79Q: 3 clusters Score -1.909695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
Score: -19096932.000000 Penalty: 5880.965332
	Iteration 80F: 3 clusters Score -1.909693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -19096948.000000 Penalty: 5880.965332
	Iteration 81Q: 3 clusters Score -1.909695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -19096948.000000 Penalty: 5880.965332
	Iteration 82Q: 3 clusters Score -1.909695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -19096942.000000 Penalty: 5880.965332
	Iteration 83Q: 3 clusters Score -1.909694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -19096942.000000 Penalty: 5880.965332
	Iteration 84F: 3 clusters Score -1.909694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 201176 members 
Mstep: Class 5 contains 211886 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 133052 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 75841 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 53725 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 11267 members 
Entering Unmasked Estep 
Score: -126331624.000000 Penalty: 71720.562500
Splitting cluster 6 changes total score from -126331968.000000 to -126331624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Entering Unmasked Estep 
Score: -2142260.750000 Penalty: 2407.875244
	Iteration 0F: 2 clusters Score -2142261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2130451.750000 Penalty: 4815.750488
	Iteration 0F: 3 clusters Score -2130452 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2134196.000000 Penalty: 4815.750488
	Iteration 1F: 3 clusters Score -2134196 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2134552.250000 Penalty: 4815.750488
	Iteration 2F: 3 clusters Score -2134552 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2134952.750000 Penalty: 4815.750488
	Iteration 3Q: 3 clusters Score -2134953 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2135569.500000 Penalty: 4815.750488
	Iteration 4Q: 3 clusters Score -2135570 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2136373.500000 Penalty: 4815.750488
	Iteration 5F: 3 clusters Score -2136374 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2137214.500000 Penalty: 4815.750488
	Iteration 6F: 3 clusters Score -2137214 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2138055.750000 Penalty: 4815.750488
	Iteration 7F: 3 clusters Score -2138056 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2138743.750000 Penalty: 4815.750488
	Iteration 8F: 3 clusters Score -2138744 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2139282.750000 Penalty: 4815.750488
	Iteration 9F: 3 clusters Score -2139283 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2139718.250000 Penalty: 4815.750488
	Iteration 10Q: 3 clusters Score -2139718 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2140058.500000 Penalty: 4815.750488
	Iteration 11Q: 3 clusters Score -2140058 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2140361.500000 Penalty: 4815.750488
	Iteration 12Q: 3 clusters Score -2140362 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2140578.250000 Penalty: 4815.750488
	Iteration 13Q: 3 clusters Score -2140578 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2140734.250000 Penalty: 4815.750488
	Iteration 14Q: 3 clusters Score -2140734 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2140844.250000 Penalty: 4815.750488
	Iteration 15Q: 3 clusters Score -2140844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2140939.500000 Penalty: 4815.750488
	Iteration 16Q: 3 clusters Score -2140940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2141016.000000 Penalty: 4815.750488
	Iteration 17Q: 3 clusters Score -2141016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2141070.000000 Penalty: 4815.750488
	Iteration 18Q: 3 clusters Score -2141070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2141119.500000 Penalty: 4815.750488
	Iteration 19Q: 3 clusters Score -2141120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2141156.750000 Penalty: 4815.750488
	Iteration 20F: 3 clusters Score -2141157 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2141191.500000 Penalty: 4815.750488
	Iteration 21Q: 3 clusters Score -2141192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2141216.000000 Penalty: 4815.750488
	Iteration 22Q: 3 clusters Score -2141216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2141240.000000 Penalty: 4815.750488
	Iteration 23Q: 3 clusters Score -2141240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2141255.250000 Penalty: 4815.750488
	Iteration 24Q: 3 clusters Score -2141255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2141263.250000 Penalty: 4815.750488
	Iteration 25Q: 3 clusters Score -2141263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2141280.000000 Penalty: 4815.750488
	Iteration 26Q: 3 clusters Score -2141280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2141295.000000 Penalty: 4815.750488
	Iteration 27Q: 3 clusters Score -2141295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2141308.250000 Penalty: 4815.750488
	Iteration 28Q: 3 clusters Score -2141308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2141322.500000 Penalty: 4815.750488
	Iteration 29Q: 3 clusters Score -2141322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2141335.250000 Penalty: 4815.750488
	Iteration 30Q: 3 clusters Score -2141335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2141344.500000 Penalty: 4815.750488
	Iteration 31Q: 3 clusters Score -2141344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2141353.250000 Penalty: 4815.750488
	Iteration 32Q: 3 clusters Score -2141353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2141358.250000 Penalty: 4815.750488
	Iteration 33Q: 3 clusters Score -2141358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2141365.750000 Penalty: 4815.750488
	Iteration 34Q: 3 clusters Score -2141366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2141373.000000 Penalty: 4815.750488
	Iteration 35Q: 3 clusters Score -2141373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2141375.500000 Penalty: 4815.750488
	Iteration 36Q: 3 clusters Score -2141376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2141375.750000 Penalty: 4815.750488
	Iteration 37Q: 3 clusters Score -2141376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2141379.750000 Penalty: 4815.750488
	Iteration 38Q: 3 clusters Score -2141380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2141381.500000 Penalty: 4815.750488
	Iteration 39Q: 3 clusters Score -2141382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2141380.250000 Penalty: 4815.750488
	Iteration 40F: 3 clusters Score -2141380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2141381.500000 Penalty: 4815.750488
	Iteration 41Q: 3 clusters Score -2141382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2141387.250000 Penalty: 4815.750488
	Iteration 42Q: 3 clusters Score -2141387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2141385.250000 Penalty: 4815.750488
	Iteration 43Q: 3 clusters Score -2141385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2141385.750000 Penalty: 4815.750488
	Iteration 44Q: 3 clusters Score -2141386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2141389.000000 Penalty: 4815.750488
	Iteration 45Q: 3 clusters Score -2141389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2141389.250000 Penalty: 4815.750488
	Iteration 46Q: 3 clusters Score -2141389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2141389.250000 Penalty: 4815.750488
	Iteration 47Q: 3 clusters Score -2141389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2141388.250000 Penalty: 4815.750488
	Iteration 48Q: 3 clusters Score -2141388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2141387.250000 Penalty: 4815.750488
	Iteration 49Q: 3 clusters Score -2141387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2141388.250000 Penalty: 4815.750488
	Iteration 50Q: 3 clusters Score -2141388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2141389.750000 Penalty: 4815.750488
	Iteration 51Q: 3 clusters Score -2141390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2141389.750000 Penalty: 4815.750488
	Iteration 52F: 3 clusters Score -2141390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -257535.265625 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -257535.3 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 1059 members 
Entering Unmasked Estep 
Score: -254867.796875 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -254867.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255327.343750 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -255327.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -255547.281250 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -255547.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -255812.062500 Penalty: 3789.023926
	Iteration 3F: 3 clusters Score -255812.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -256228.234375 Penalty: 3789.023926
	Iteration 4F: 3 clusters Score -256228.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -256758.640625 Penalty: 3789.023926
	Iteration 5F: 3 clusters Score -256758.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -257237.828125 Penalty: 3789.023926
	Iteration 6F: 3 clusters Score -257237.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -257512.765625 Penalty: 3789.023926
	Iteration 7F: 3 clusters Score -257512.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -257620.515625 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -257620.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -257649.828125 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -257649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257654.625000 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -257654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -257655.156250 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -257655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257656.078125 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -257656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -257656.546875 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -257656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257656.734375 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -257656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257656.734375 Penalty: 3789.023926
	Iteration 15F: 3 clusters Score -257656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 201176 members 
Mstep: Class 5 contains 211886 members 
Mstep: Class 6 contains 141038 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 75841 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 53725 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 11267 members 
Entering Unmasked Estep 
Score: -126330112.000000 Penalty: 71720.562500
Splitting cluster 9 changes total score from -126331968.000000 to -126330112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Entering Unmasked Estep 
Score: -5538166.500000 Penalty: 2631.962891
	Iteration 0F: 2 clusters Score -5538166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5510576.000000 Penalty: 5263.925781
	Iteration 0F: 3 clusters Score -5510576 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5520836.500000 Penalty: 5263.925781
	Iteration 1F: 3 clusters Score -5520836 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5521310.000000 Penalty: 5263.925781
	Iteration 2Q: 3 clusters Score -5521310 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5521686.500000 Penalty: 5263.925781
	Iteration 3Q: 3 clusters Score -5521686 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5522055.000000 Penalty: 5263.925781
	Iteration 4Q: 3 clusters Score -5522055 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5522437.000000 Penalty: 5263.925781
	Iteration 5Q: 3 clusters Score -5522437 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5522790.000000 Penalty: 5263.925781
	Iteration 6Q: 3 clusters Score -5522790 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5523151.000000 Penalty: 5263.925781
	Iteration 7Q: 3 clusters Score -5523151 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5523539.500000 Penalty: 5263.925781
	Iteration 8Q: 3 clusters Score -5523540 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5524081.500000 Penalty: 5263.925781
	Iteration 9Q: 3 clusters Score -5524082 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -5524816.000000 Penalty: 5263.925781
	Iteration 10Q: 3 clusters Score -5524816 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5525868.500000 Penalty: 5263.925781
	Iteration 11Q: 3 clusters Score -5525868 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5527163.500000 Penalty: 5263.925781
	Iteration 12F: 3 clusters Score -5527164 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5528651.000000 Penalty: 5263.925781
	Iteration 13F: 3 clusters Score -5528651 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -5530398.500000 Penalty: 5263.925781
	Iteration 14F: 3 clusters Score -5530398 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5531974.000000 Penalty: 5263.925781
	Iteration 15F: 3 clusters Score -5531974 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5533442.500000 Penalty: 5263.925781
	Iteration 16Q: 3 clusters Score -5533442 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5534498.000000 Penalty: 5263.925781
	Iteration 17Q: 3 clusters Score -5534498 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5535246.000000 Penalty: 5263.925781
	Iteration 18Q: 3 clusters Score -5535246 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5535682.000000 Penalty: 5263.925781
	Iteration 19Q: 3 clusters Score -5535682 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5535904.000000 Penalty: 5263.925781
	Iteration 20F: 3 clusters Score -5535904 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5536019.500000 Penalty: 5263.925781
	Iteration 21Q: 3 clusters Score -5536020 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5536101.500000 Penalty: 5263.925781
	Iteration 22Q: 3 clusters Score -5536102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5536155.500000 Penalty: 5263.925781
	Iteration 23Q: 3 clusters Score -5536156 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5536195.000000 Penalty: 5263.925781
	Iteration 24Q: 3 clusters Score -5536195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5536225.500000 Penalty: 5263.925781
	Iteration 25Q: 3 clusters Score -5536226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5536240.500000 Penalty: 5263.925781
	Iteration 26Q: 3 clusters Score -5536240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5536259.000000 Penalty: 5263.925781
	Iteration 27Q: 3 clusters Score -5536259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5536267.500000 Penalty: 5263.925781
	Iteration 28Q: 3 clusters Score -5536268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5536275.500000 Penalty: 5263.925781
	Iteration 29Q: 3 clusters Score -5536276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5536287.500000 Penalty: 5263.925781
	Iteration 30Q: 3 clusters Score -5536288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5536298.000000 Penalty: 5263.925781
	Iteration 31Q: 3 clusters Score -5536298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5536294.500000 Penalty: 5263.925781
	Iteration 32Q: 3 clusters Score -5536294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5536299.500000 Penalty: 5263.925781
	Iteration 33Q: 3 clusters Score -5536300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5536300.000000 Penalty: 5263.925781
	Iteration 34Q: 3 clusters Score -5536300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5536300.000000 Penalty: 5263.925781
	Iteration 35Q: 3 clusters Score -5536300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5536304.000000 Penalty: 5263.925781
	Iteration 36Q: 3 clusters Score -5536304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5536310.500000 Penalty: 5263.925781
	Iteration 37Q: 3 clusters Score -5536310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5536307.500000 Penalty: 5263.925781
	Iteration 38Q: 3 clusters Score -5536308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5536301.500000 Penalty: 5263.925781
	Iteration 39Q: 3 clusters Score -5536302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5536305.000000 Penalty: 5263.925781
	Iteration 40F: 3 clusters Score -5536305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5536302.000000 Penalty: 5263.925781
	Iteration 41Q: 3 clusters Score -5536302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5536301.000000 Penalty: 5263.925781
	Iteration 42Q: 3 clusters Score -5536301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5536303.500000 Penalty: 5263.925781
	Iteration 43Q: 3 clusters Score -5536304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5536300.000000 Penalty: 5263.925781
	Iteration 44Q: 3 clusters Score -5536300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5536296.000000 Penalty: 5263.925781
	Iteration 45Q: 3 clusters Score -5536296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5536301.000000 Penalty: 5263.925781
	Iteration 46Q: 3 clusters Score -5536301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5536303.000000 Penalty: 5263.925781
	Iteration 47Q: 3 clusters Score -5536303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5536296.000000 Penalty: 5263.925781
	Iteration 48Q: 3 clusters Score -5536296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5536296.000000 Penalty: 5263.925781
	Iteration 49F: 3 clusters Score -5536296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -1317374.875000 Penalty: 2273.988770
	Iteration 0F: 2 clusters Score -1317375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1309990.500000 Penalty: 4547.977539
	Iteration 0F: 3 clusters Score -1309990 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1312078.000000 Penalty: 4547.977539
	Iteration 1F: 3 clusters Score -1312078 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1312366.375000 Penalty: 4547.977539
	Iteration 2F: 3 clusters Score -1312366 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1312562.000000 Penalty: 4547.977539
	Iteration 3Q: 3 clusters Score -1312562 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1312703.750000 Penalty: 4547.977539
	Iteration 4Q: 3 clusters Score -1312704 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1312821.000000 Penalty: 4547.977539
	Iteration 5Q: 3 clusters Score -1312821 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1312912.125000 Penalty: 4547.977539
	Iteration 6Q: 3 clusters Score -1312912 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1313002.000000 Penalty: 4547.977539
	Iteration 7Q: 3 clusters Score -1313002 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1313092.375000 Penalty: 4547.977539
	Iteration 8Q: 3 clusters Score -1313092 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1313195.500000 Penalty: 4547.977539
	Iteration 9Q: 3 clusters Score -1313196 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1313317.250000 Penalty: 4547.977539
	Iteration 10Q: 3 clusters Score -1313317 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1313447.875000 Penalty: 4547.977539
	Iteration 11Q: 3 clusters Score -1313448 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1313579.875000 Penalty: 4547.977539
	Iteration 12Q: 3 clusters Score -1313580 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1313714.750000 Penalty: 4547.977539
	Iteration 13Q: 3 clusters Score -1313715 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1313880.625000 Penalty: 4547.977539
	Iteration 14Q: 3 clusters Score -1313881 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1314053.125000 Penalty: 4547.977539
	Iteration 15Q: 3 clusters Score -1314053 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1314248.750000 Penalty: 4547.977539
	Iteration 16Q: 3 clusters Score -1314249 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1314414.125000 Penalty: 4547.977539
	Iteration 17Q: 3 clusters Score -1314414 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1314526.875000 Penalty: 4547.977539
	Iteration 18Q: 3 clusters Score -1314527 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1314597.125000 Penalty: 4547.977539
	Iteration 19Q: 3 clusters Score -1314597 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1314632.125000 Penalty: 4547.977539
	Iteration 20F: 3 clusters Score -1314632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1314649.875000 Penalty: 4547.977539
	Iteration 21Q: 3 clusters Score -1314650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1314669.000000 Penalty: 4547.977539
	Iteration 22Q: 3 clusters Score -1314669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1314681.250000 Penalty: 4547.977539
	Iteration 23Q: 3 clusters Score -1314681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1314694.125000 Penalty: 4547.977539
	Iteration 24Q: 3 clusters Score -1314694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1314705.625000 Penalty: 4547.977539
	Iteration 25Q: 3 clusters Score -1314706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1314717.125000 Penalty: 4547.977539
	Iteration 26Q: 3 clusters Score -1314717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1314732.750000 Penalty: 4547.977539
	Iteration 27Q: 3 clusters Score -1314733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1314738.125000 Penalty: 4547.977539
	Iteration 28Q: 3 clusters Score -1314738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1314742.375000 Penalty: 4547.977539
	Iteration 29Q: 3 clusters Score -1314742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1314753.375000 Penalty: 4547.977539
	Iteration 30Q: 3 clusters Score -1314753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1314761.500000 Penalty: 4547.977539
	Iteration 31Q: 3 clusters Score -1314762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1314773.125000 Penalty: 4547.977539
	Iteration 32Q: 3 clusters Score -1314773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1314776.000000 Penalty: 4547.977539
	Iteration 33Q: 3 clusters Score -1314776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1314780.500000 Penalty: 4547.977539
	Iteration 34Q: 3 clusters Score -1314780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1314784.125000 Penalty: 4547.977539
	Iteration 35Q: 3 clusters Score -1314784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1314790.875000 Penalty: 4547.977539
	Iteration 36Q: 3 clusters Score -1314791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1314796.750000 Penalty: 4547.977539
	Iteration 37Q: 3 clusters Score -1314797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1314800.625000 Penalty: 4547.977539
	Iteration 38Q: 3 clusters Score -1314801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1314805.000000 Penalty: 4547.977539
	Iteration 39Q: 3 clusters Score -1314805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1314810.000000 Penalty: 4547.977539
	Iteration 40F: 3 clusters Score -1314810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1314814.000000 Penalty: 4547.977539
	Iteration 41Q: 3 clusters Score -1314814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1314819.500000 Penalty: 4547.977539
	Iteration 42Q: 3 clusters Score -1314820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1314822.500000 Penalty: 4547.977539
	Iteration 43Q: 3 clusters Score -1314822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1314824.250000 Penalty: 4547.977539
	Iteration 44Q: 3 clusters Score -1314824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1314826.000000 Penalty: 4547.977539
	Iteration 45Q: 3 clusters Score -1314826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1314831.500000 Penalty: 4547.977539
	Iteration 46Q: 3 clusters Score -1314832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1314836.000000 Penalty: 4547.977539
	Iteration 47Q: 3 clusters Score -1314836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1314841.625000 Penalty: 4547.977539
	Iteration 48Q: 3 clusters Score -1314842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1314845.875000 Penalty: 4547.977539
	Iteration 49Q: 3 clusters Score -1314846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1314849.250000 Penalty: 4547.977539
	Iteration 50Q: 3 clusters Score -1314849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1314856.250000 Penalty: 4547.977539
	Iteration 51Q: 3 clusters Score -1314856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1314861.875000 Penalty: 4547.977539
	Iteration 52Q: 3 clusters Score -1314862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1314865.250000 Penalty: 4547.977539
	Iteration 53Q: 3 clusters Score -1314865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1314875.500000 Penalty: 4547.977539
	Iteration 54Q: 3 clusters Score -1314876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1314877.375000 Penalty: 4547.977539
	Iteration 55Q: 3 clusters Score -1314877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1314880.500000 Penalty: 4547.977539
	Iteration 56Q: 3 clusters Score -1314880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1314881.875000 Penalty: 4547.977539
	Iteration 57Q: 3 clusters Score -1314882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1314886.500000 Penalty: 4547.977539
	Iteration 58Q: 3 clusters Score -1314886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1314890.375000 Penalty: 4547.977539
	Iteration 59Q: 3 clusters Score -1314890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1314891.875000 Penalty: 4547.977539
	Iteration 60F: 3 clusters Score -1314892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1314895.625000 Penalty: 4547.977539
	Iteration 61Q: 3 clusters Score -1314896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1314898.125000 Penalty: 4547.977539
	Iteration 62Q: 3 clusters Score -1314898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1314898.375000 Penalty: 4547.977539
	Iteration 63Q: 3 clusters Score -1314898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1314904.375000 Penalty: 4547.977539
	Iteration 64Q: 3 clusters Score -1314904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1314902.250000 Penalty: 4547.977539
	Iteration 65Q: 3 clusters Score -1314902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1314906.250000 Penalty: 4547.977539
	Iteration 66Q: 3 clusters Score -1314906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1314908.875000 Penalty: 4547.977539
	Iteration 67Q: 3 clusters Score -1314909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1314907.250000 Penalty: 4547.977539
	Iteration 68Q: 3 clusters Score -1314907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1314910.875000 Penalty: 4547.977539
	Iteration 69Q: 3 clusters Score -1314911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1314911.625000 Penalty: 4547.977539
	Iteration 70Q: 3 clusters Score -1314912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1314918.500000 Penalty: 4547.977539
	Iteration 71Q: 3 clusters Score -1314918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1314920.000000 Penalty: 4547.977539
	Iteration 72Q: 3 clusters Score -1314920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1314923.875000 Penalty: 4547.977539
	Iteration 73Q: 3 clusters Score -1314924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1314927.625000 Penalty: 4547.977539
	Iteration 74Q: 3 clusters Score -1314928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1314929.375000 Penalty: 4547.977539
	Iteration 75Q: 3 clusters Score -1314929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1314930.125000 Penalty: 4547.977539
	Iteration 76Q: 3 clusters Score -1314930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1314933.875000 Penalty: 4547.977539
	Iteration 77Q: 3 clusters Score -1314934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1314934.125000 Penalty: 4547.977539
	Iteration 78Q: 3 clusters Score -1314934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1314937.500000 Penalty: 4547.977539
	Iteration 79Q: 3 clusters Score -1314938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1314944.625000 Penalty: 4547.977539
	Iteration 80F: 3 clusters Score -1314945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1314947.250000 Penalty: 4547.977539
	Iteration 81Q: 3 clusters Score -1314947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1314953.250000 Penalty: 4547.977539
	Iteration 82Q: 3 clusters Score -1314953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1314954.875000 Penalty: 4547.977539
	Iteration 83Q: 3 clusters Score -1314955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1314953.500000 Penalty: 4547.977539
	Iteration 84Q: 3 clusters Score -1314954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1314959.750000 Penalty: 4547.977539
	Iteration 85Q: 3 clusters Score -1314960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1314960.875000 Penalty: 4547.977539
	Iteration 86Q: 3 clusters Score -1314961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1314965.875000 Penalty: 4547.977539
	Iteration 87Q: 3 clusters Score -1314966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1314972.625000 Penalty: 4547.977539
	Iteration 88Q: 3 clusters Score -1314973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1314980.625000 Penalty: 4547.977539
	Iteration 89Q: 3 clusters Score -1314981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1314982.875000 Penalty: 4547.977539
	Iteration 90Q: 3 clusters Score -1314983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1314984.625000 Penalty: 4547.977539
	Iteration 91Q: 3 clusters Score -1314985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1314992.125000 Penalty: 4547.977539
	Iteration 92Q: 3 clusters Score -1314992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1314999.375000 Penalty: 4547.977539
	Iteration 93Q: 3 clusters Score -1314999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1315008.375000 Penalty: 4547.977539
	Iteration 94Q: 3 clusters Score -1315008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1315018.125000 Penalty: 4547.977539
	Iteration 95Q: 3 clusters Score -1315018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1315024.625000 Penalty: 4547.977539
	Iteration 96Q: 3 clusters Score -1315025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1315032.500000 Penalty: 4547.977539
	Iteration 97Q: 3 clusters Score -1315032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1315036.375000 Penalty: 4547.977539
	Iteration 98Q: 3 clusters Score -1315036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1315040.375000 Penalty: 4547.977539
	Iteration 99Q: 3 clusters Score -1315040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1315048.250000 Penalty: 4547.977539
	Iteration 100F: 3 clusters Score -1315048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1315053.625000 Penalty: 4547.977539
	Iteration 101Q: 3 clusters Score -1315054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1315052.750000 Penalty: 4547.977539
	Iteration 102Q: 3 clusters Score -1315053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1315054.625000 Penalty: 4547.977539
	Iteration 103Q: 3 clusters Score -1315055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1315056.750000 Penalty: 4547.977539
	Iteration 104Q: 3 clusters Score -1315057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1315058.500000 Penalty: 4547.977539
	Iteration 105Q: 3 clusters Score -1315058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1315057.250000 Penalty: 4547.977539
	Iteration 106Q: 3 clusters Score -1315057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1315061.750000 Penalty: 4547.977539
	Iteration 107Q: 3 clusters Score -1315062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1315068.625000 Penalty: 4547.977539
	Iteration 108Q: 3 clusters Score -1315069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1315071.750000 Penalty: 4547.977539
	Iteration 109Q: 3 clusters Score -1315072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1315077.000000 Penalty: 4547.977539
	Iteration 110Q: 3 clusters Score -1315077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1315079.500000 Penalty: 4547.977539
	Iteration 111Q: 3 clusters Score -1315080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1315084.000000 Penalty: 4547.977539
	Iteration 112Q: 3 clusters Score -1315084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1315090.250000 Penalty: 4547.977539
	Iteration 113Q: 3 clusters Score -1315090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1315094.000000 Penalty: 4547.977539
	Iteration 114Q: 3 clusters Score -1315094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1315097.750000 Penalty: 4547.977539
	Iteration 115Q: 3 clusters Score -1315098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1315099.500000 Penalty: 4547.977539
	Iteration 116Q: 3 clusters Score -1315100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1315104.500000 Penalty: 4547.977539
	Iteration 117Q: 3 clusters Score -1315104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1315110.625000 Penalty: 4547.977539
	Iteration 118Q: 3 clusters Score -1315111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1315110.875000 Penalty: 4547.977539
	Iteration 119Q: 3 clusters Score -1315111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1315110.375000 Penalty: 4547.977539
	Iteration 120F: 3 clusters Score -1315110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1315112.375000 Penalty: 4547.977539
	Iteration 121Q: 3 clusters Score -1315112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1315110.000000 Penalty: 4547.977539
	Iteration 122Q: 3 clusters Score -1315110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1315112.125000 Penalty: 4547.977539
	Iteration 123Q: 3 clusters Score -1315112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1315112.000000 Penalty: 4547.977539
	Iteration 124Q: 3 clusters Score -1315112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1315114.750000 Penalty: 4547.977539
	Iteration 125Q: 3 clusters Score -1315115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1315112.875000 Penalty: 4547.977539
	Iteration 126Q: 3 clusters Score -1315113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1315113.875000 Penalty: 4547.977539
	Iteration 127Q: 3 clusters Score -1315114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1315115.625000 Penalty: 4547.977539
	Iteration 128Q: 3 clusters Score -1315116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1315119.125000 Penalty: 4547.977539
	Iteration 129Q: 3 clusters Score -1315119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1315119.875000 Penalty: 4547.977539
	Iteration 130Q: 3 clusters Score -1315120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1315120.500000 Penalty: 4547.977539
	Iteration 131Q: 3 clusters Score -1315120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1315125.500000 Penalty: 4547.977539
	Iteration 132Q: 3 clusters Score -1315126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1315126.750000 Penalty: 4547.977539
	Iteration 133Q: 3 clusters Score -1315127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1315129.250000 Penalty: 4547.977539
	Iteration 134Q: 3 clusters Score -1315129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1315131.500000 Penalty: 4547.977539
	Iteration 135Q: 3 clusters Score -1315132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1315132.625000 Penalty: 4547.977539
	Iteration 136Q: 3 clusters Score -1315133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1315134.125000 Penalty: 4547.977539
	Iteration 137Q: 3 clusters Score -1315134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1315138.750000 Penalty: 4547.977539
	Iteration 138Q: 3 clusters Score -1315139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1315140.250000 Penalty: 4547.977539
	Iteration 139Q: 3 clusters Score -1315140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1315143.000000 Penalty: 4547.977539
	Iteration 140F: 3 clusters Score -1315143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1315144.875000 Penalty: 4547.977539
	Iteration 141Q: 3 clusters Score -1315145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1315143.875000 Penalty: 4547.977539
	Iteration 142Q: 3 clusters Score -1315144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1315144.750000 Penalty: 4547.977539
	Iteration 143Q: 3 clusters Score -1315145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1315145.000000 Penalty: 4547.977539
	Iteration 144Q: 3 clusters Score -1315145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1315147.750000 Penalty: 4547.977539
	Iteration 145Q: 3 clusters Score -1315148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1315148.375000 Penalty: 4547.977539
	Iteration 146Q: 3 clusters Score -1315148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1315152.000000 Penalty: 4547.977539
	Iteration 147Q: 3 clusters Score -1315152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1315152.625000 Penalty: 4547.977539
	Iteration 148Q: 3 clusters Score -1315153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1315152.000000 Penalty: 4547.977539
	Iteration 149Q: 3 clusters Score -1315152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1315152.000000 Penalty: 4547.977539
	Iteration 150F: 3 clusters Score -1315152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Entering Unmasked Estep 
Score: -1172916.625000 Penalty: 2263.782227
	Iteration 0F: 2 clusters Score -1172917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1165734.000000 Penalty: 4527.564453
	Iteration 0F: 3 clusters Score -1165734 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1167665.750000 Penalty: 4527.564453
	Iteration 1F: 3 clusters Score -1167666 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1167981.500000 Penalty: 4527.564453
	Iteration 2F: 3 clusters Score -1167982 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1168200.500000 Penalty: 4527.564453
	Iteration 3F: 3 clusters Score -1168200 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1168356.000000 Penalty: 4527.564453
	Iteration 4Q: 3 clusters Score -1168356 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1168491.000000 Penalty: 4527.564453
	Iteration 5Q: 3 clusters Score -1168491 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1168600.000000 Penalty: 4527.564453
	Iteration 6Q: 3 clusters Score -1168600 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1168701.250000 Penalty: 4527.564453
	Iteration 7Q: 3 clusters Score -1168701 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1168788.875000 Penalty: 4527.564453
	Iteration 8Q: 3 clusters Score -1168789 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1168853.625000 Penalty: 4527.564453
	Iteration 9Q: 3 clusters Score -1168854 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1168915.875000 Penalty: 4527.564453
	Iteration 10Q: 3 clusters Score -1168916 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1168967.625000 Penalty: 4527.564453
	Iteration 11Q: 3 clusters Score -1168968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1169013.250000 Penalty: 4527.564453
	Iteration 12Q: 3 clusters Score -1169013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1169061.375000 Penalty: 4527.564453
	Iteration 13Q: 3 clusters Score -1169061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1169111.375000 Penalty: 4527.564453
	Iteration 14Q: 3 clusters Score -1169111 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1169173.750000 Penalty: 4527.564453
	Iteration 15Q: 3 clusters Score -1169174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1169248.250000 Penalty: 4527.564453
	Iteration 16Q: 3 clusters Score -1169248 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1169333.875000 Penalty: 4527.564453
	Iteration 17Q: 3 clusters Score -1169334 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1169420.625000 Penalty: 4527.564453
	Iteration 18Q: 3 clusters Score -1169421 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1169505.125000 Penalty: 4527.564453
	Iteration 19Q: 3 clusters Score -1169505 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1169589.875000 Penalty: 4527.564453
	Iteration 20F: 3 clusters Score -1169590 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1169686.750000 Penalty: 4527.564453
	Iteration 21Q: 3 clusters Score -1169687 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1169792.750000 Penalty: 4527.564453
	Iteration 22Q: 3 clusters Score -1169793 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1169905.250000 Penalty: 4527.564453
	Iteration 23Q: 3 clusters Score -1169905 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1170003.500000 Penalty: 4527.564453
	Iteration 24Q: 3 clusters Score -1170004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1170087.625000 Penalty: 4527.564453
	Iteration 25Q: 3 clusters Score -1170088 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1170169.500000 Penalty: 4527.564453
	Iteration 26Q: 3 clusters Score -1170170 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1170255.625000 Penalty: 4527.564453
	Iteration 27Q: 3 clusters Score -1170256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1170326.750000 Penalty: 4527.564453
	Iteration 28Q: 3 clusters Score -1170327 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1170405.625000 Penalty: 4527.564453
	Iteration 29Q: 3 clusters Score -1170406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1170453.000000 Penalty: 4527.564453
	Iteration 30Q: 3 clusters Score -1170453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1170491.875000 Penalty: 4527.564453
	Iteration 31Q: 3 clusters Score -1170492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1170546.125000 Penalty: 4527.564453
	Iteration 32Q: 3 clusters Score -1170546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1170599.625000 Penalty: 4527.564453
	Iteration 33Q: 3 clusters Score -1170600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1170647.625000 Penalty: 4527.564453
	Iteration 34Q: 3 clusters Score -1170648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1170689.750000 Penalty: 4527.564453
	Iteration 35Q: 3 clusters Score -1170690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1170716.500000 Penalty: 4527.564453
	Iteration 36Q: 3 clusters Score -1170716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1170746.000000 Penalty: 4527.564453
	Iteration 37Q: 3 clusters Score -1170746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1170772.750000 Penalty: 4527.564453
	Iteration 38Q: 3 clusters Score -1170773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1170791.250000 Penalty: 4527.564453
	Iteration 39Q: 3 clusters Score -1170791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1170801.750000 Penalty: 4527.564453
	Iteration 40F: 3 clusters Score -1170802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1170815.000000 Penalty: 4527.564453
	Iteration 41Q: 3 clusters Score -1170815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1170825.250000 Penalty: 4527.564453
	Iteration 42Q: 3 clusters Score -1170825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1170840.875000 Penalty: 4527.564453
	Iteration 43Q: 3 clusters Score -1170841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1170846.625000 Penalty: 4527.564453
	Iteration 44Q: 3 clusters Score -1170847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1170861.250000 Penalty: 4527.564453
	Iteration 45Q: 3 clusters Score -1170861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1170875.875000 Penalty: 4527.564453
	Iteration 46Q: 3 clusters Score -1170876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1170882.500000 Penalty: 4527.564453
	Iteration 47Q: 3 clusters Score -1170882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1170889.000000 Penalty: 4527.564453
	Iteration 48Q: 3 clusters Score -1170889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1170894.875000 Penalty: 4527.564453
	Iteration 49Q: 3 clusters Score -1170895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1170899.375000 Penalty: 4527.564453
	Iteration 50Q: 3 clusters Score -1170899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1170910.250000 Penalty: 4527.564453
	Iteration 51Q: 3 clusters Score -1170910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1170911.125000 Penalty: 4527.564453
	Iteration 52Q: 3 clusters Score -1170911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1170914.000000 Penalty: 4527.564453
	Iteration 53Q: 3 clusters Score -1170914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1170914.000000 Penalty: 4527.564453
	Iteration 54F: 3 clusters Score -1170914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Entering Unmasked Estep 
Score: -9244641.000000 Penalty: 2758.936768
	Iteration 0F: 2 clusters Score -9244641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -9199196.000000 Penalty: 5517.873535
	Iteration 0F: 3 clusters Score -9199196 nChanged 31709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -9217070.000000 Penalty: 5517.873535
	Iteration 1F: 3 clusters Score -9217070 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -9217529.000000 Penalty: 5517.873535
	Iteration 2Q: 3 clusters Score -9217529 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -9218032.000000 Penalty: 5517.873535
	Iteration 3Q: 3 clusters Score -9218032 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -9218383.000000 Penalty: 5517.873535
	Iteration 4Q: 3 clusters Score -9218383 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -9218781.000000 Penalty: 5517.873535
	Iteration 5Q: 3 clusters Score -9218781 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -9219200.000000 Penalty: 5517.873535
	Iteration 6Q: 3 clusters Score -9219200 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9219567.000000 Penalty: 5517.873535
	Iteration 7Q: 3 clusters Score -9219567 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -9220167.000000 Penalty: 5517.873535
	Iteration 8Q: 3 clusters Score -9220167 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -9221115.000000 Penalty: 5517.873535
	Iteration 9Q: 3 clusters Score -9221115 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -9222329.000000 Penalty: 5517.873535
	Iteration 10Q: 3 clusters Score -9222329 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9224038.000000 Penalty: 5517.873535
	Iteration 11Q: 3 clusters Score -9224038 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -9226417.000000 Penalty: 5517.873535
	Iteration 12F: 3 clusters Score -9226417 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -9229120.000000 Penalty: 5517.873535
	Iteration 13F: 3 clusters Score -9229120 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -9231733.000000 Penalty: 5517.873535
	Iteration 14F: 3 clusters Score -9231733 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -9233129.000000 Penalty: 5517.873535
	Iteration 15Q: 3 clusters Score -9233129 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -9233712.000000 Penalty: 5517.873535
	Iteration 16Q: 3 clusters Score -9233712 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -9233938.000000 Penalty: 5517.873535
	Iteration 17Q: 3 clusters Score -9233938 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -9234145.000000 Penalty: 5517.873535
	Iteration 18Q: 3 clusters Score -9234145 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -9234320.000000 Penalty: 5517.873535
	Iteration 19Q: 3 clusters Score -9234320 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -9234469.000000 Penalty: 5517.873535
	Iteration 20F: 3 clusters Score -9234469 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -9234536.000000 Penalty: 5517.873535
	Iteration 21Q: 3 clusters Score -9234536 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -9234666.000000 Penalty: 5517.873535
	Iteration 22Q: 3 clusters Score -9234666 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -9234713.000000 Penalty: 5517.873535
	Iteration 23Q: 3 clusters Score -9234713 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -9234768.000000 Penalty: 5517.873535
	Iteration 24Q: 3 clusters Score -9234768 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -9234937.000000 Penalty: 5517.873535
	Iteration 25Q: 3 clusters Score -9234937 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -9235079.000000 Penalty: 5517.873535
	Iteration 26Q: 3 clusters Score -9235079 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9235222.000000 Penalty: 5517.873535
	Iteration 27Q: 3 clusters Score -9235222 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -9235355.000000 Penalty: 5517.873535
	Iteration 28Q: 3 clusters Score -9235355 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -9235414.000000 Penalty: 5517.873535
	Iteration 29Q: 3 clusters Score -9235414 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -9235544.000000 Penalty: 5517.873535
	Iteration 30Q: 3 clusters Score -9235544 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -9235670.000000 Penalty: 5517.873535
	Iteration 31Q: 3 clusters Score -9235670 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -9235764.000000 Penalty: 5517.873535
	Iteration 32Q: 3 clusters Score -9235764 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -9235898.000000 Penalty: 5517.873535
	Iteration 33Q: 3 clusters Score -9235898 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -9235968.000000 Penalty: 5517.873535
	Iteration 34Q: 3 clusters Score -9235968 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9236075.000000 Penalty: 5517.873535
	Iteration 35Q: 3 clusters Score -9236075 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -9236143.000000 Penalty: 5517.873535
	Iteration 36Q: 3 clusters Score -9236143 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -9236278.000000 Penalty: 5517.873535
	Iteration 37Q: 3 clusters Score -9236278 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -9236406.000000 Penalty: 5517.873535
	Iteration 38Q: 3 clusters Score -9236406 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -9236518.000000 Penalty: 5517.873535
	Iteration 39Q: 3 clusters Score -9236518 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -9236615.000000 Penalty: 5517.873535
	Iteration 40F: 3 clusters Score -9236615 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -9236703.000000 Penalty: 5517.873535
	Iteration 41Q: 3 clusters Score -9236703 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -9236832.000000 Penalty: 5517.873535
	Iteration 42Q: 3 clusters Score -9236832 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -9236982.000000 Penalty: 5517.873535
	Iteration 43Q: 3 clusters Score -9236982 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -9237144.000000 Penalty: 5517.873535
	Iteration 44Q: 3 clusters Score -9237144 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9237303.000000 Penalty: 5517.873535
	Iteration 45Q: 3 clusters Score -9237303 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -9237452.000000 Penalty: 5517.873535
	Iteration 46Q: 3 clusters Score -9237452 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9237582.000000 Penalty: 5517.873535
	Iteration 47Q: 3 clusters Score -9237582 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9237738.000000 Penalty: 5517.873535
	Iteration 48Q: 3 clusters Score -9237738 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -9237940.000000 Penalty: 5517.873535
	Iteration 49Q: 3 clusters Score -9237940 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -9238064.000000 Penalty: 5517.873535
	Iteration 50Q: 3 clusters Score -9238064 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -9238180.000000 Penalty: 5517.873535
	Iteration 51Q: 3 clusters Score -9238180 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -9238344.000000 Penalty: 5517.873535
	Iteration 52Q: 3 clusters Score -9238344 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -9238533.000000 Penalty: 5517.873535
	Iteration 53Q: 3 clusters Score -9238533 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -9238670.000000 Penalty: 5517.873535
	Iteration 54Q: 3 clusters Score -9238670 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -9238921.000000 Penalty: 5517.873535
	Iteration 55Q: 3 clusters Score -9238921 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -9239176.000000 Penalty: 5517.873535
	Iteration 56Q: 3 clusters Score -9239176 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -9239397.000000 Penalty: 5517.873535
	Iteration 57Q: 3 clusters Score -9239397 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -9239611.000000 Penalty: 5517.873535
	Iteration 58Q: 3 clusters Score -9239611 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -9239852.000000 Penalty: 5517.873535
	Iteration 59Q: 3 clusters Score -9239852 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -9240048.000000 Penalty: 5517.873535
	Iteration 60F: 3 clusters Score -9240048 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -9240316.000000 Penalty: 5517.873535
	Iteration 61Q: 3 clusters Score -9240316 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -9240559.000000 Penalty: 5517.873535
	Iteration 62Q: 3 clusters Score -9240559 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -9240776.000000 Penalty: 5517.873535
	Iteration 63Q: 3 clusters Score -9240776 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -9240959.000000 Penalty: 5517.873535
	Iteration 64Q: 3 clusters Score -9240959 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -9241145.000000 Penalty: 5517.873535
	Iteration 65Q: 3 clusters Score -9241145 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -9241289.000000 Penalty: 5517.873535
	Iteration 66Q: 3 clusters Score -9241289 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -9241442.000000 Penalty: 5517.873535
	Iteration 67Q: 3 clusters Score -9241442 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -9241550.000000 Penalty: 5517.873535
	Iteration 68Q: 3 clusters Score -9241550 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -9241684.000000 Penalty: 5517.873535
	Iteration 69Q: 3 clusters Score -9241684 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -9241776.000000 Penalty: 5517.873535
	Iteration 70Q: 3 clusters Score -9241776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -9241852.000000 Penalty: 5517.873535
	Iteration 71Q: 3 clusters Score -9241852 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -9241916.000000 Penalty: 5517.873535
	Iteration 72Q: 3 clusters Score -9241916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -9241981.000000 Penalty: 5517.873535
	Iteration 73Q: 3 clusters Score -9241981 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -9242011.000000 Penalty: 5517.873535
	Iteration 74Q: 3 clusters Score -9242011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -9242071.000000 Penalty: 5517.873535
	Iteration 75Q: 3 clusters Score -9242071 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -9242098.000000 Penalty: 5517.873535
	Iteration 76Q: 3 clusters Score -9242098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -9242126.000000 Penalty: 5517.873535
	Iteration 77Q: 3 clusters Score -9242126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -9242172.000000 Penalty: 5517.873535
	Iteration 78Q: 3 clusters Score -9242172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -9242213.000000 Penalty: 5517.873535
	Iteration 79Q: 3 clusters Score -9242213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -9242256.000000 Penalty: 5517.873535
	Iteration 80F: 3 clusters Score -9242256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -9242288.000000 Penalty: 5517.873535
	Iteration 81Q: 3 clusters Score -9242288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -9242311.000000 Penalty: 5517.873535
	Iteration 82Q: 3 clusters Score -9242311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -9242323.000000 Penalty: 5517.873535
	Iteration 83Q: 3 clusters Score -9242323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -9242354.000000 Penalty: 5517.873535
	Iteration 84Q: 3 clusters Score -9242354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -9242363.000000 Penalty: 5517.873535
	Iteration 85Q: 3 clusters Score -9242363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -9242383.000000 Penalty: 5517.873535
	Iteration 86Q: 3 clusters Score -9242383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -9242402.000000 Penalty: 5517.873535
	Iteration 87Q: 3 clusters Score -9242402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9242399.000000 Penalty: 5517.873535
	Iteration 88Q: 3 clusters Score -9242399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -9242404.000000 Penalty: 5517.873535
	Iteration 89Q: 3 clusters Score -9242404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -9242415.000000 Penalty: 5517.873535
	Iteration 90Q: 3 clusters Score -9242415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -9242419.000000 Penalty: 5517.873535
	Iteration 91Q: 3 clusters Score -9242419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -9242436.000000 Penalty: 5517.873535
	Iteration 92Q: 3 clusters Score -9242436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -9242453.000000 Penalty: 5517.873535
	Iteration 93Q: 3 clusters Score -9242453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -9242452.000000 Penalty: 5517.873535
	Iteration 94Q: 3 clusters Score -9242452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -9242466.000000 Penalty: 5517.873535
	Iteration 95Q: 3 clusters Score -9242466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -9242464.000000 Penalty: 5517.873535
	Iteration 96Q: 3 clusters Score -9242464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -9242469.000000 Penalty: 5517.873535
	Iteration 97Q: 3 clusters Score -9242469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -9242469.000000 Penalty: 5517.873535
	Iteration 98Q: 3 clusters Score -9242469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -9242470.000000 Penalty: 5517.873535
	Iteration 99Q: 3 clusters Score -9242470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -9242481.000000 Penalty: 5517.873535
	Iteration 100F: 3 clusters Score -9242481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -9242481.000000 Penalty: 5517.873535
	Iteration 101Q: 3 clusters Score -9242481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -9242474.000000 Penalty: 5517.873535
	Iteration 102Q: 3 clusters Score -9242474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -9242489.000000 Penalty: 5517.873535
	Iteration 103Q: 3 clusters Score -9242489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -9242497.000000 Penalty: 5517.873535
	Iteration 104Q: 3 clusters Score -9242497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -9242497.000000 Penalty: 5517.873535
	Iteration 105Q: 3 clusters Score -9242497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -9242501.000000 Penalty: 5517.873535
	Iteration 106Q: 3 clusters Score -9242501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -9242495.000000 Penalty: 5517.873535
	Iteration 107Q: 3 clusters Score -9242495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -9242500.000000 Penalty: 5517.873535
	Iteration 108Q: 3 clusters Score -9242500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -9242504.000000 Penalty: 5517.873535
	Iteration 109Q: 3 clusters Score -9242504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -9242502.000000 Penalty: 5517.873535
	Iteration 110Q: 3 clusters Score -9242502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -9242497.000000 Penalty: 5517.873535
	Iteration 111Q: 3 clusters Score -9242497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -9242503.000000 Penalty: 5517.873535
	Iteration 112Q: 3 clusters Score -9242503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -9242508.000000 Penalty: 5517.873535
	Iteration 113Q: 3 clusters Score -9242508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -9242508.000000 Penalty: 5517.873535
	Iteration 114Q: 3 clusters Score -9242508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -9242507.000000 Penalty: 5517.873535
	Iteration 115Q: 3 clusters Score -9242507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -9242501.000000 Penalty: 5517.873535
	Iteration 116Q: 3 clusters Score -9242501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -9242501.000000 Penalty: 5517.873535
	Iteration 117Q: 3 clusters Score -9242501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -9242497.000000 Penalty: 5517.873535
	Iteration 118Q: 3 clusters Score -9242497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -9242504.000000 Penalty: 5517.873535
	Iteration 119Q: 3 clusters Score -9242504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -9242509.000000 Penalty: 5517.873535
	Iteration 120F: 3 clusters Score -9242509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -9242512.000000 Penalty: 5517.873535
	Iteration 121Q: 3 clusters Score -9242512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -9242508.000000 Penalty: 5517.873535
	Iteration 122Q: 3 clusters Score -9242508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -9242515.000000 Penalty: 5517.873535
	Iteration 123Q: 3 clusters Score -9242515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -9242506.000000 Penalty: 5517.873535
	Iteration 124Q: 3 clusters Score -9242506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -9242508.000000 Penalty: 5517.873535
	Iteration 125Q: 3 clusters Score -9242508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -9242511.000000 Penalty: 5517.873535
	Iteration 126Q: 3 clusters Score -9242511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -9242515.000000 Penalty: 5517.873535
	Iteration 127Q: 3 clusters Score -9242515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -9242518.000000 Penalty: 5517.873535
	Iteration 128Q: 3 clusters Score -9242518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -9242518.000000 Penalty: 5517.873535
	Iteration 129F: 3 clusters Score -9242518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Entering Unmasked Estep 
Score: -10298920.000000 Penalty: 2786.625732
	Iteration 0F: 2 clusters Score -1.029892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -10247981.000000 Penalty: 5573.251465
	Iteration 0F: 3 clusters Score -1.024798e+07 nChanged 35469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -10268207.000000 Penalty: 5573.251465
	Iteration 1F: 3 clusters Score -1.026821e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -10268901.000000 Penalty: 5573.251465
	Iteration 2Q: 3 clusters Score -1.02689e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -10269799.000000 Penalty: 5573.251465
	Iteration 3Q: 3 clusters Score -1.02698e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -10270953.000000 Penalty: 5573.251465
	Iteration 4Q: 3 clusters Score -1.027095e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -10272557.000000 Penalty: 5573.251465
	Iteration 5Q: 3 clusters Score -1.027256e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -10274667.000000 Penalty: 5573.251465
	Iteration 6F: 3 clusters Score -1.027467e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -10277728.000000 Penalty: 5573.251465
	Iteration 7F: 3 clusters Score -1.027773e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -10281594.000000 Penalty: 5573.251465
	Iteration 8F: 3 clusters Score -1.028159e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -10285078.000000 Penalty: 5573.251465
	Iteration 9F: 3 clusters Score -1.028508e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -10286976.000000 Penalty: 5573.251465
	Iteration 10F: 3 clusters Score -1.028698e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -10287862.000000 Penalty: 5573.251465
	Iteration 11Q: 3 clusters Score -1.028786e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -10288361.000000 Penalty: 5573.251465
	Iteration 12Q: 3 clusters Score -1.028836e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -10288737.000000 Penalty: 5573.251465
	Iteration 13Q: 3 clusters Score -1.028874e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -10289201.000000 Penalty: 5573.251465
	Iteration 14Q: 3 clusters Score -1.02892e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -10289589.000000 Penalty: 5573.251465
	Iteration 15Q: 3 clusters Score -1.028959e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -10290047.000000 Penalty: 5573.251465
	Iteration 16Q: 3 clusters Score -1.029005e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -10290502.000000 Penalty: 5573.251465
	Iteration 17Q: 3 clusters Score -1.02905e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -10290872.000000 Penalty: 5573.251465
	Iteration 18Q: 3 clusters Score -1.029087e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -10291253.000000 Penalty: 5573.251465
	Iteration 19Q: 3 clusters Score -1.029125e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -10291633.000000 Penalty: 5573.251465
	Iteration 20F: 3 clusters Score -1.029163e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -10291976.000000 Penalty: 5573.251465
	Iteration 21Q: 3 clusters Score -1.029198e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -10292365.000000 Penalty: 5573.251465
	Iteration 22Q: 3 clusters Score -1.029236e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -10292769.000000 Penalty: 5573.251465
	Iteration 23Q: 3 clusters Score -1.029277e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -10293003.000000 Penalty: 5573.251465
	Iteration 24Q: 3 clusters Score -1.0293e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -10293253.000000 Penalty: 5573.251465
	Iteration 25Q: 3 clusters Score -1.029325e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -10293515.000000 Penalty: 5573.251465
	Iteration 26Q: 3 clusters Score -1.029352e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -10293699.000000 Penalty: 5573.251465
	Iteration 27Q: 3 clusters Score -1.02937e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -10293879.000000 Penalty: 5573.251465
	Iteration 28Q: 3 clusters Score -1.029388e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -10294144.000000 Penalty: 5573.251465
	Iteration 29Q: 3 clusters Score -1.029414e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -10294306.000000 Penalty: 5573.251465
	Iteration 30Q: 3 clusters Score -1.029431e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -10294415.000000 Penalty: 5573.251465
	Iteration 31Q: 3 clusters Score -1.029442e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -10294642.000000 Penalty: 5573.251465
	Iteration 32Q: 3 clusters Score -1.029464e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -10294777.000000 Penalty: 5573.251465
	Iteration 33Q: 3 clusters Score -1.029478e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -10294916.000000 Penalty: 5573.251465
	Iteration 34Q: 3 clusters Score -1.029492e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -10295055.000000 Penalty: 5573.251465
	Iteration 35Q: 3 clusters Score -1.029506e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -10295195.000000 Penalty: 5573.251465
	Iteration 36Q: 3 clusters Score -1.02952e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -10295310.000000 Penalty: 5573.251465
	Iteration 37Q: 3 clusters Score -1.029531e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -10295448.000000 Penalty: 5573.251465
	Iteration 38Q: 3 clusters Score -1.029545e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -10295517.000000 Penalty: 5573.251465
	Iteration 39Q: 3 clusters Score -1.029552e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -10295611.000000 Penalty: 5573.251465
	Iteration 40F: 3 clusters Score -1.029561e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -10295720.000000 Penalty: 5573.251465
	Iteration 41Q: 3 clusters Score -1.029572e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -10295816.000000 Penalty: 5573.251465
	Iteration 42Q: 3 clusters Score -1.029582e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -10295896.000000 Penalty: 5573.251465
	Iteration 43Q: 3 clusters Score -1.02959e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -10295989.000000 Penalty: 5573.251465
	Iteration 44Q: 3 clusters Score -1.029599e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -10296033.000000 Penalty: 5573.251465
	Iteration 45Q: 3 clusters Score -1.029603e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -10296127.000000 Penalty: 5573.251465
	Iteration 46Q: 3 clusters Score -1.029613e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -10296201.000000 Penalty: 5573.251465
	Iteration 47Q: 3 clusters Score -1.02962e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -10296249.000000 Penalty: 5573.251465
	Iteration 48Q: 3 clusters Score -1.029625e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -10296326.000000 Penalty: 5573.251465
	Iteration 49Q: 3 clusters Score -1.029633e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -10296346.000000 Penalty: 5573.251465
	Iteration 50Q: 3 clusters Score -1.029635e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -10296414.000000 Penalty: 5573.251465
	Iteration 51Q: 3 clusters Score -1.029641e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -10296413.000000 Penalty: 5573.251465
	Iteration 52Q: 3 clusters Score -1.029641e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -10296445.000000 Penalty: 5573.251465
	Iteration 53Q: 3 clusters Score -1.029644e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -10296483.000000 Penalty: 5573.251465
	Iteration 54Q: 3 clusters Score -1.029648e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -10296515.000000 Penalty: 5573.251465
	Iteration 55Q: 3 clusters Score -1.029652e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -10296547.000000 Penalty: 5573.251465
	Iteration 56Q: 3 clusters Score -1.029655e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -10296616.000000 Penalty: 5573.251465
	Iteration 57Q: 3 clusters Score -1.029662e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -10296625.000000 Penalty: 5573.251465
	Iteration 58Q: 3 clusters Score -1.029662e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -10296632.000000 Penalty: 5573.251465
	Iteration 59Q: 3 clusters Score -1.029663e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -10296654.000000 Penalty: 5573.251465
	Iteration 60F: 3 clusters Score -1.029665e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -10296668.000000 Penalty: 5573.251465
	Iteration 61Q: 3 clusters Score -1.029667e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -10296695.000000 Penalty: 5573.251465
	Iteration 62Q: 3 clusters Score -1.02967e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -10296729.000000 Penalty: 5573.251465
	Iteration 63Q: 3 clusters Score -1.029673e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -10296771.000000 Penalty: 5573.251465
	Iteration 64Q: 3 clusters Score -1.029677e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -10296823.000000 Penalty: 5573.251465
	Iteration 65Q: 3 clusters Score -1.029682e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -10296871.000000 Penalty: 5573.251465
	Iteration 66Q: 3 clusters Score -1.029687e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -10296878.000000 Penalty: 5573.251465
	Iteration 67Q: 3 clusters Score -1.029688e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -10296900.000000 Penalty: 5573.251465
	Iteration 68Q: 3 clusters Score -1.02969e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -10296934.000000 Penalty: 5573.251465
	Iteration 69Q: 3 clusters Score -1.029693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -10296941.000000 Penalty: 5573.251465
	Iteration 70Q: 3 clusters Score -1.029694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -10296942.000000 Penalty: 5573.251465
	Iteration 71Q: 3 clusters Score -1.029694e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10296948.000000 Penalty: 5573.251465
	Iteration 72Q: 3 clusters Score -1.029695e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -10296938.000000 Penalty: 5573.251465
	Iteration 73Q: 3 clusters Score -1.029694e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10296939.000000 Penalty: 5573.251465
	Iteration 74Q: 3 clusters Score -1.029694e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -10296953.000000 Penalty: 5573.251465
	Iteration 75Q: 3 clusters Score -1.029695e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -10296989.000000 Penalty: 5573.251465
	Iteration 76Q: 3 clusters Score -1.029699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -10296981.000000 Penalty: 5573.251465
	Iteration 77Q: 3 clusters Score -1.029698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -10296989.000000 Penalty: 5573.251465
	Iteration 78Q: 3 clusters Score -1.029699e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -10296980.000000 Penalty: 5573.251465
	Iteration 79Q: 3 clusters Score -1.029698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -10296979.000000 Penalty: 5573.251465
	Iteration 80F: 3 clusters Score -1.029698e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -10296973.000000 Penalty: 5573.251465
	Iteration 81Q: 3 clusters Score -1.029697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10296986.000000 Penalty: 5573.251465
	Iteration 82Q: 3 clusters Score -1.029699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -10296981.000000 Penalty: 5573.251465
	Iteration 83Q: 3 clusters Score -1.029698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -10296993.000000 Penalty: 5573.251465
	Iteration 84Q: 3 clusters Score -1.029699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -10296998.000000 Penalty: 5573.251465
	Iteration 85Q: 3 clusters Score -1.0297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -10297001.000000 Penalty: 5573.251465
	Iteration 86Q: 3 clusters Score -1.0297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10297003.000000 Penalty: 5573.251465
	Iteration 87Q: 3 clusters Score -1.0297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -10297017.000000 Penalty: 5573.251465
	Iteration 88Q: 3 clusters Score -1.029702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -10296986.000000 Penalty: 5573.251465
	Iteration 89Q: 3 clusters Score -1.029699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -10296982.000000 Penalty: 5573.251465
	Iteration 90Q: 3 clusters Score -1.029698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -10296993.000000 Penalty: 5573.251465
	Iteration 91Q: 3 clusters Score -1.029699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -10296998.000000 Penalty: 5573.251465
	Iteration 92Q: 3 clusters Score -1.0297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -10297004.000000 Penalty: 5573.251465
	Iteration 93Q: 3 clusters Score -1.0297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -10297002.000000 Penalty: 5573.251465
	Iteration 94Q: 3 clusters Score -1.0297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -10297012.000000 Penalty: 5573.251465
	Iteration 95Q: 3 clusters Score -1.029701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -10297008.000000 Penalty: 5573.251465
	Iteration 96Q: 3 clusters Score -1.029701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -10297014.000000 Penalty: 5573.251465
	Iteration 97Q: 3 clusters Score -1.029701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -10297001.000000 Penalty: 5573.251465
	Iteration 98Q: 3 clusters Score -1.0297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10297017.000000 Penalty: 5573.251465
	Iteration 99Q: 3 clusters Score -1.029702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -10297019.000000 Penalty: 5573.251465
	Iteration 100F: 3 clusters Score -1.029702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10297016.000000 Penalty: 5573.251465
	Iteration 101Q: 3 clusters Score -1.029702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -10297012.000000 Penalty: 5573.251465
	Iteration 102Q: 3 clusters Score -1.029701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -10297013.000000 Penalty: 5573.251465
	Iteration 103Q: 3 clusters Score -1.029701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -10297013.000000 Penalty: 5573.251465
	Iteration 104Q: 3 clusters Score -1.029701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -10297016.000000 Penalty: 5573.251465
	Iteration 105Q: 3 clusters Score -1.029702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -10297011.000000 Penalty: 5573.251465
	Iteration 106Q: 3 clusters Score -1.029701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -10297016.000000 Penalty: 5573.251465
	Iteration 107Q: 3 clusters Score -1.029702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -10297024.000000 Penalty: 5573.251465
	Iteration 108Q: 3 clusters Score -1.029702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10297017.000000 Penalty: 5573.251465
	Iteration 109Q: 3 clusters Score -1.029702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -10297023.000000 Penalty: 5573.251465
	Iteration 110Q: 3 clusters Score -1.029702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -10297023.000000 Penalty: 5573.251465
	Iteration 111Q: 3 clusters Score -1.029702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -10297019.000000 Penalty: 5573.251465
	Iteration 112Q: 3 clusters Score -1.029702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -10297012.000000 Penalty: 5573.251465
	Iteration 113Q: 3 clusters Score -1.029701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -10297016.000000 Penalty: 5573.251465
	Iteration 114Q: 3 clusters Score -1.029702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10297027.000000 Penalty: 5573.251465
	Iteration 115Q: 3 clusters Score -1.029703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -10297022.000000 Penalty: 5573.251465
	Iteration 116Q: 3 clusters Score -1.029702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -10297029.000000 Penalty: 5573.251465
	Iteration 117Q: 3 clusters Score -1.029703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -10297033.000000 Penalty: 5573.251465
	Iteration 118Q: 3 clusters Score -1.029703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10297040.000000 Penalty: 5573.251465
	Iteration 119Q: 3 clusters Score -1.029704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -10297049.000000 Penalty: 5573.251465
	Iteration 120F: 3 clusters Score -1.029705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -10297047.000000 Penalty: 5573.251465
	Iteration 121Q: 3 clusters Score -1.029705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -10297046.000000 Penalty: 5573.251465
	Iteration 122Q: 3 clusters Score -1.029705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -10297038.000000 Penalty: 5573.251465
	Iteration 123Q: 3 clusters Score -1.029704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -10297038.000000 Penalty: 5573.251465
	Iteration 124Q: 3 clusters Score -1.029704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -10297038.000000 Penalty: 5573.251465
	Iteration 125F: 3 clusters Score -1.029704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Entering Unmasked Estep 
Score: -3444830.000000 Penalty: 2516.451660
	Iteration 0F: 2 clusters Score -3444830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3427113.250000 Penalty: 5032.903320
	Iteration 0F: 3 clusters Score -3427113 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3433190.750000 Penalty: 5032.903320
	Iteration 1F: 3 clusters Score -3433191 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3433578.250000 Penalty: 5032.903320
	Iteration 2Q: 3 clusters Score -3433578 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3433903.750000 Penalty: 5032.903320
	Iteration 3Q: 3 clusters Score -3433904 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3434175.500000 Penalty: 5032.903320
	Iteration 4Q: 3 clusters Score -3434176 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3434405.750000 Penalty: 5032.903320
	Iteration 5Q: 3 clusters Score -3434406 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3434664.500000 Penalty: 5032.903320
	Iteration 6Q: 3 clusters Score -3434664 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3434925.250000 Penalty: 5032.903320
	Iteration 7Q: 3 clusters Score -3434925 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3435247.500000 Penalty: 5032.903320
	Iteration 8Q: 3 clusters Score -3435248 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3435645.250000 Penalty: 5032.903320
	Iteration 9Q: 3 clusters Score -3435645 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3436197.750000 Penalty: 5032.903320
	Iteration 10Q: 3 clusters Score -3436198 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3436879.750000 Penalty: 5032.903320
	Iteration 11Q: 3 clusters Score -3436880 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3437808.250000 Penalty: 5032.903320
	Iteration 12F: 3 clusters Score -3437808 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3438882.000000 Penalty: 5032.903320
	Iteration 13F: 3 clusters Score -3438882 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3439906.750000 Penalty: 5032.903320
	Iteration 14Q: 3 clusters Score -3439907 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3440709.000000 Penalty: 5032.903320
	Iteration 15Q: 3 clusters Score -3440709 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3441311.750000 Penalty: 5032.903320
	Iteration 16Q: 3 clusters Score -3441312 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3441723.000000 Penalty: 5032.903320
	Iteration 17Q: 3 clusters Score -3441723 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3441980.250000 Penalty: 5032.903320
	Iteration 18Q: 3 clusters Score -3441980 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3442151.750000 Penalty: 5032.903320
	Iteration 19Q: 3 clusters Score -3442152 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3442275.250000 Penalty: 5032.903320
	Iteration 20F: 3 clusters Score -3442275 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3442356.750000 Penalty: 5032.903320
	Iteration 21Q: 3 clusters Score -3442357 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3442429.500000 Penalty: 5032.903320
	Iteration 22Q: 3 clusters Score -3442430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3442479.000000 Penalty: 5032.903320
	Iteration 23Q: 3 clusters Score -3442479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3442519.500000 Penalty: 5032.903320
	Iteration 24Q: 3 clusters Score -3442520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3442542.500000 Penalty: 5032.903320
	Iteration 25Q: 3 clusters Score -3442542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3442561.000000 Penalty: 5032.903320
	Iteration 26Q: 3 clusters Score -3442561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3442573.750000 Penalty: 5032.903320
	Iteration 27Q: 3 clusters Score -3442574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3442588.750000 Penalty: 5032.903320
	Iteration 28Q: 3 clusters Score -3442589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3442594.750000 Penalty: 5032.903320
	Iteration 29Q: 3 clusters Score -3442595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3442611.250000 Penalty: 5032.903320
	Iteration 30Q: 3 clusters Score -3442611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3442615.250000 Penalty: 5032.903320
	Iteration 31Q: 3 clusters Score -3442615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3442624.250000 Penalty: 5032.903320
	Iteration 32Q: 3 clusters Score -3442624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3442626.500000 Penalty: 5032.903320
	Iteration 33Q: 3 clusters Score -3442626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3442626.250000 Penalty: 5032.903320
	Iteration 34Q: 3 clusters Score -3442626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3442632.750000 Penalty: 5032.903320
	Iteration 35Q: 3 clusters Score -3442633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3442636.750000 Penalty: 5032.903320
	Iteration 36Q: 3 clusters Score -3442637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3442637.500000 Penalty: 5032.903320
	Iteration 37Q: 3 clusters Score -3442638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3442640.500000 Penalty: 5032.903320
	Iteration 38Q: 3 clusters Score -3442640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3442644.500000 Penalty: 5032.903320
	Iteration 39Q: 3 clusters Score -3442644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3442651.250000 Penalty: 5032.903320
	Iteration 40F: 3 clusters Score -3442651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3442650.500000 Penalty: 5032.903320
	Iteration 41Q: 3 clusters Score -3442650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3442655.500000 Penalty: 5032.903320
	Iteration 42Q: 3 clusters Score -3442656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3442657.500000 Penalty: 5032.903320
	Iteration 43Q: 3 clusters Score -3442658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3442660.750000 Penalty: 5032.903320
	Iteration 44Q: 3 clusters Score -3442661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3442667.250000 Penalty: 5032.903320
	Iteration 45Q: 3 clusters Score -3442667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3442667.000000 Penalty: 5032.903320
	Iteration 46Q: 3 clusters Score -3442667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3442670.750000 Penalty: 5032.903320
	Iteration 47Q: 3 clusters Score -3442671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3442669.000000 Penalty: 5032.903320
	Iteration 48Q: 3 clusters Score -3442669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3442669.000000 Penalty: 5032.903320
	Iteration 49F: 3 clusters Score -3442669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -233009.718750 Penalty: 1910.457886
	Iteration 0F: 2 clusters Score -233009.7 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 1073 members 
Entering Unmasked Estep 
Score: -230779.765625 Penalty: 3820.915771
	Iteration 0F: 3 clusters Score -230779.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -233785.031250 Penalty: 3820.915771
	Iteration 1F: 3 clusters Score -233785 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236185.875000 Penalty: 3820.915771
	Iteration 2F: 3 clusters Score -236185.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237291.265625 Penalty: 3820.915771
	Iteration 3F: 3 clusters Score -237291.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237910.093750 Penalty: 3820.915771
	Iteration 4F: 3 clusters Score -237910.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -238132.453125 Penalty: 3820.915771
	Iteration 5Q: 3 clusters Score -238132.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -238156.093750 Penalty: 3820.915771
	Iteration 6Q: 3 clusters Score -238156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -238165.656250 Penalty: 3820.915771
	Iteration 7Q: 3 clusters Score -238165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -238172.984375 Penalty: 3820.915771
	Iteration 8Q: 3 clusters Score -238173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238175.562500 Penalty: 3820.915771
	Iteration 9Q: 3 clusters Score -238175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -238175.875000 Penalty: 3820.915771
	Iteration 10Q: 3 clusters Score -238175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -238175.875000 Penalty: 3820.915771
	Iteration 11F: 3 clusters Score -238175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 201176 members 
Mstep: Class 5 contains 211886 members 
Mstep: Class 6 contains 141038 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 75841 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 53725 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 11267 members 
Entering Unmasked Estep 
Score: -126335576.000000 Penalty: 71720.562500
Splitting cluster 17 changes total score from -126331968.000000 to -126335576.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (41601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Entering Unmasked Estep 
Score: -5678090.500000 Penalty: 2637.698242
	Iteration 0F: 2 clusters Score -5678090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5649968.000000 Penalty: 5275.396484
	Iteration 0F: 3 clusters Score -5649968 nChanged 19107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -5660351.000000 Penalty: 5275.396484
	Iteration 1F: 3 clusters Score -5660351 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5660828.500000 Penalty: 5275.396484
	Iteration 2Q: 3 clusters Score -5660828 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5661362.500000 Penalty: 5275.396484
	Iteration 3Q: 3 clusters Score -5661362 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5661916.000000 Penalty: 5275.396484
	Iteration 4Q: 3 clusters Score -5661916 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5662569.500000 Penalty: 5275.396484
	Iteration 5Q: 3 clusters Score -5662570 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5663368.000000 Penalty: 5275.396484
	Iteration 6Q: 3 clusters Score -5663368 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5664277.500000 Penalty: 5275.396484
	Iteration 7Q: 3 clusters Score -5664278 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -5665353.000000 Penalty: 5275.396484
	Iteration 8Q: 3 clusters Score -5665353 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -5666649.500000 Penalty: 5275.396484
	Iteration 9Q: 3 clusters Score -5666650 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5667983.500000 Penalty: 5275.396484
	Iteration 10Q: 3 clusters Score -5667984 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -5669389.500000 Penalty: 5275.396484
	Iteration 11Q: 3 clusters Score -5669390 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5670681.000000 Penalty: 5275.396484
	Iteration 12Q: 3 clusters Score -5670681 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5671768.000000 Penalty: 5275.396484
	Iteration 13Q: 3 clusters Score -5671768 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5672734.000000 Penalty: 5275.396484
	Iteration 14Q: 3 clusters Score -5672734 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5673512.500000 Penalty: 5275.396484
	Iteration 15Q: 3 clusters Score -5673512 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5674199.500000 Penalty: 5275.396484
	Iteration 16Q: 3 clusters Score -5674200 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5674650.500000 Penalty: 5275.396484
	Iteration 17Q: 3 clusters Score -5674650 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5674992.500000 Penalty: 5275.396484
	Iteration 18Q: 3 clusters Score -5674992 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5675220.500000 Penalty: 5275.396484
	Iteration 19Q: 3 clusters Score -5675220 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5675394.000000 Penalty: 5275.396484
	Iteration 20F: 3 clusters Score -5675394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5675518.500000 Penalty: 5275.396484
	Iteration 21Q: 3 clusters Score -5675518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5675619.500000 Penalty: 5275.396484
	Iteration 22Q: 3 clusters Score -5675620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5675675.500000 Penalty: 5275.396484
	Iteration 23Q: 3 clusters Score -5675676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -5675715.000000 Penalty: 5275.396484
	Iteration 24Q: 3 clusters Score -5675715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5675735.500000 Penalty: 5275.396484
	Iteration 25Q: 3 clusters Score -5675736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -5675747.000000 Penalty: 5275.396484
	Iteration 26Q: 3 clusters Score -5675747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5675755.000000 Penalty: 5275.396484
	Iteration 27Q: 3 clusters Score -5675755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -5675781.500000 Penalty: 5275.396484
	Iteration 28Q: 3 clusters Score -5675782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -5675798.000000 Penalty: 5275.396484
	Iteration 29Q: 3 clusters Score -5675798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5675808.000000 Penalty: 5275.396484
	Iteration 30Q: 3 clusters Score -5675808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5675828.500000 Penalty: 5275.396484
	Iteration 31Q: 3 clusters Score -5675828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -5675839.000000 Penalty: 5275.396484
	Iteration 32Q: 3 clusters Score -5675839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5675838.500000 Penalty: 5275.396484
	Iteration 33Q: 3 clusters Score -5675838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -5675839.000000 Penalty: 5275.396484
	Iteration 34Q: 3 clusters Score -5675839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5675846.500000 Penalty: 5275.396484
	Iteration 35Q: 3 clusters Score -5675846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5675843.500000 Penalty: 5275.396484
	Iteration 36Q: 3 clusters Score -5675844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5675853.500000 Penalty: 5275.396484
	Iteration 37Q: 3 clusters Score -5675854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5675850.000000 Penalty: 5275.396484
	Iteration 38Q: 3 clusters Score -5675850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5675853.500000 Penalty: 5275.396484
	Iteration 39Q: 3 clusters Score -5675854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5675852.000000 Penalty: 5275.396484
	Iteration 40F: 3 clusters Score -5675852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5675850.000000 Penalty: 5275.396484
	Iteration 41Q: 3 clusters Score -5675850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5675854.000000 Penalty: 5275.396484
	Iteration 42Q: 3 clusters Score -5675854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5675853.000000 Penalty: 5275.396484
	Iteration 43Q: 3 clusters Score -5675853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5675856.000000 Penalty: 5275.396484
	Iteration 44Q: 3 clusters Score -5675856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5675856.000000 Penalty: 5275.396484
	Iteration 45F: 3 clusters Score -5675856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -353862.187500 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -353862.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -350762.562500 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -350762.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -351317.625000 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -351317.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -351446.218750 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -351446.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -351516.906250 Penalty: 3922.195068
	Iteration 3Q: 3 clusters Score -351516.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -351570.093750 Penalty: 3922.195068
	Iteration 4Q: 3 clusters Score -351570.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -351602.718750 Penalty: 3922.195068
	Iteration 5Q: 3 clusters Score -351602.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -351627.843750 Penalty: 3922.195068
	Iteration 6Q: 3 clusters Score -351627.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -351644.000000 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -351644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -351661.406250 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -351661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351674.093750 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -351674.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -351691.406250 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -351691.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -351709.375000 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -351709.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -351723.937500 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -351723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -351730.500000 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -351730.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -351736.593750 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -351736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -351741.375000 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -351741.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -351748.250000 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -351748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -351751.593750 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -351751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -351756.843750 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -351756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -351761.750000 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -351761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -351765.562500 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -351765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -351769.656250 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -351769.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -351774.843750 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -351774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -351779.843750 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -351779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -351787.218750 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -351787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -351793.187500 Penalty: 3922.195068
	Iteration 25Q: 3 clusters Score -351793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -351795.000000 Penalty: 3922.195068
	Iteration 26Q: 3 clusters Score -351795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -351797.375000 Penalty: 3922.195068
	Iteration 27Q: 3 clusters Score -351797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -351799.875000 Penalty: 3922.195068
	Iteration 28Q: 3 clusters Score -351799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -351801.000000 Penalty: 3922.195068
	Iteration 29Q: 3 clusters Score -351801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -351803.343750 Penalty: 3922.195068
	Iteration 30Q: 3 clusters Score -351803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -351805.250000 Penalty: 3922.195068
	Iteration 31Q: 3 clusters Score -351805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -351806.187500 Penalty: 3922.195068
	Iteration 32Q: 3 clusters Score -351806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -351808.562500 Penalty: 3922.195068
	Iteration 33Q: 3 clusters Score -351808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -351809.125000 Penalty: 3922.195068
	Iteration 34Q: 3 clusters Score -351809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -351813.531250 Penalty: 3922.195068
	Iteration 35Q: 3 clusters Score -351813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -351816.750000 Penalty: 3922.195068
	Iteration 36Q: 3 clusters Score -351816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -351819.625000 Penalty: 3922.195068
	Iteration 37Q: 3 clusters Score -351819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -351826.562500 Penalty: 3922.195068
	Iteration 38Q: 3 clusters Score -351826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -351832.031250 Penalty: 3922.195068
	Iteration 39Q: 3 clusters Score -351832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -351835.156250 Penalty: 3922.195068
	Iteration 40F: 3 clusters Score -351835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Entering Unmasked Estep 
Score: -7008541.500000 Penalty: 2701.125244
	Iteration 0F: 2 clusters Score -7008542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -6972466.000000 Penalty: 5402.250488
	Iteration 0F: 3 clusters Score -6972466 nChanged 24851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -6986088.500000 Penalty: 5402.250488
	Iteration 1F: 3 clusters Score -6986088 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6986728.500000 Penalty: 5402.250488
	Iteration 2Q: 3 clusters Score -6986728 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -6987525.000000 Penalty: 5402.250488
	Iteration 3Q: 3 clusters Score -6987525 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -6989014.000000 Penalty: 5402.250488
	Iteration 4Q: 3 clusters Score -6989014 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -6991965.500000 Penalty: 5402.250488
	Iteration 5F: 3 clusters Score -6991966 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -6996390.500000 Penalty: 5402.250488
	Iteration 6F: 3 clusters Score -6996390 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -7000759.000000 Penalty: 5402.250488
	Iteration 7F: 3 clusters Score -7000759 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -7003947.000000 Penalty: 5402.250488
	Iteration 8F: 3 clusters Score -7003947 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -7006157.000000 Penalty: 5402.250488
	Iteration 9F: 3 clusters Score -7006157 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -7007833.500000 Penalty: 5402.250488
	Iteration 10Q: 3 clusters Score -7007834 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -7009177.000000 Penalty: 5402.250488
	Iteration 11Q: 3 clusters Score -7009177 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -7009972.500000 Penalty: 5402.250488
	Iteration 12Q: 3 clusters Score -7009972 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -7010279.000000 Penalty: 5402.250488
	Iteration 13Q: 3 clusters Score -7010279 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7010413.500000 Penalty: 5402.250488
	Iteration 14Q: 3 clusters Score -7010414 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -7010509.500000 Penalty: 5402.250488
	Iteration 15Q: 3 clusters Score -7010510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -7010542.000000 Penalty: 5402.250488
	Iteration 16Q: 3 clusters Score -7010542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -7010570.000000 Penalty: 5402.250488
	Iteration 17Q: 3 clusters Score -7010570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -7010573.000000 Penalty: 5402.250488
	Iteration 18Q: 3 clusters Score -7010573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -7010591.500000 Penalty: 5402.250488
	Iteration 19Q: 3 clusters Score -7010592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -7010593.000000 Penalty: 5402.250488
	Iteration 20F: 3 clusters Score -7010593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -7010597.500000 Penalty: 5402.250488
	Iteration 21Q: 3 clusters Score -7010598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -7010597.500000 Penalty: 5402.250488
	Iteration 22Q: 3 clusters Score -7010598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -7010608.000000 Penalty: 5402.250488
	Iteration 23Q: 3 clusters Score -7010608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -7010619.500000 Penalty: 5402.250488
	Iteration 24Q: 3 clusters Score -7010620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -7010622.000000 Penalty: 5402.250488
	Iteration 25Q: 3 clusters Score -7010622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -7010618.500000 Penalty: 5402.250488
	Iteration 26Q: 3 clusters Score -7010618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -7010611.000000 Penalty: 5402.250488
	Iteration 27Q: 3 clusters Score -7010611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7010603.000000 Penalty: 5402.250488
	Iteration 28Q: 3 clusters Score -7010603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -7010610.500000 Penalty: 5402.250488
	Iteration 29Q: 3 clusters Score -7010610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -7010610.500000 Penalty: 5402.250488
	Iteration 30Q: 3 clusters Score -7010610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -7010612.500000 Penalty: 5402.250488
	Iteration 31Q: 3 clusters Score -7010612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -7010608.500000 Penalty: 5402.250488
	Iteration 32Q: 3 clusters Score -7010608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -7010607.500000 Penalty: 5402.250488
	Iteration 33Q: 3 clusters Score -7010608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -7010607.500000 Penalty: 5402.250488
	Iteration 34F: 3 clusters Score -7010608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 201176 members 
Mstep: Class 5 contains 211886 members 
Mstep: Class 6 contains 141038 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 51085 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 75841 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 11267 members 
Entering Unmasked Estep 
Score: -126337984.000000 Penalty: 75135.828125
Splitting cluster 20 changes total score from -126331968.000000 to -126337984.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 21 (11385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Entering Unmasked Estep 
Score: -1329384.625000 Penalty: 2316.332764
	Iteration 0F: 2 clusters Score -1329385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1321106.125000 Penalty: 4632.665527
	Iteration 0F: 3 clusters Score -1321106 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1324323.750000 Penalty: 4632.665527
	Iteration 1F: 3 clusters Score -1324324 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1325525.125000 Penalty: 4632.665527
	Iteration 2F: 3 clusters Score -1325525 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1326759.125000 Penalty: 4632.665527
	Iteration 3F: 3 clusters Score -1326759 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1327846.250000 Penalty: 4632.665527
	Iteration 4F: 3 clusters Score -1327846 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1328539.625000 Penalty: 4632.665527
	Iteration 5F: 3 clusters Score -1328540 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1328970.625000 Penalty: 4632.665527
	Iteration 6F: 3 clusters Score -1328971 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1329249.375000 Penalty: 4632.665527
	Iteration 7Q: 3 clusters Score -1329249 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1329492.250000 Penalty: 4632.665527
	Iteration 8Q: 3 clusters Score -1329492 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1329754.500000 Penalty: 4632.665527
	Iteration 9Q: 3 clusters Score -1329754 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1330116.500000 Penalty: 4632.665527
	Iteration 10Q: 3 clusters Score -1330116 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1330597.625000 Penalty: 4632.665527
	Iteration 11Q: 3 clusters Score -1330598 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1331210.625000 Penalty: 4632.665527
	Iteration 12Q: 3 clusters Score -1331211 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1331844.875000 Penalty: 4632.665527
	Iteration 13Q: 3 clusters Score -1331845 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1332190.000000 Penalty: 4632.665527
	Iteration 14Q: 3 clusters Score -1332190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1332325.375000 Penalty: 4632.665527
	Iteration 15Q: 3 clusters Score -1332325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1332411.250000 Penalty: 4632.665527
	Iteration 16Q: 3 clusters Score -1332411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1332464.500000 Penalty: 4632.665527
	Iteration 17Q: 3 clusters Score -1332464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1332512.250000 Penalty: 4632.665527
	Iteration 18Q: 3 clusters Score -1332512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1332532.625000 Penalty: 4632.665527
	Iteration 19Q: 3 clusters Score -1332533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1332713.625000 Penalty: 4632.665527
	Iteration 20F: 3 clusters Score -1332714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1332789.875000 Penalty: 4632.665527
	Iteration 21Q: 3 clusters Score -1332790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1332804.625000 Penalty: 4632.665527
	Iteration 22Q: 3 clusters Score -1332805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1332810.125000 Penalty: 4632.665527
	Iteration 23Q: 3 clusters Score -1332810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1332810.875000 Penalty: 4632.665527
	Iteration 24Q: 3 clusters Score -1332811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1332813.875000 Penalty: 4632.665527
	Iteration 25Q: 3 clusters Score -1332814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1332812.500000 Penalty: 4632.665527
	Iteration 26Q: 3 clusters Score -1332812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1332812.500000 Penalty: 4632.665527
	Iteration 27F: 3 clusters Score -1332812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 201176 members 
Mstep: Class 5 contains 211886 members 
Mstep: Class 6 contains 141038 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 51085 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 75841 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 11267 members 
Mstep: Class 23 contains 958 members 
Entering Unmasked Estep 
Score: -126340448.000000 Penalty: 78551.085938
Splitting cluster 21 changes total score from -126331968.000000 to -126340448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (11267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Entering Unmasked Estep 
Score: -1450905.875000 Penalty: 2313.749268
	Iteration 0F: 2 clusters Score -1450906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1442375.750000 Penalty: 4627.498535
	Iteration 0F: 3 clusters Score -1442376 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1445064.875000 Penalty: 4627.498535
	Iteration 1F: 3 clusters Score -1445065 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1445674.750000 Penalty: 4627.498535
	Iteration 2F: 3 clusters Score -1445675 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1446226.500000 Penalty: 4627.498535
	Iteration 3F: 3 clusters Score -1446226 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1446781.125000 Penalty: 4627.498535
	Iteration 4F: 3 clusters Score -1446781 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1447380.375000 Penalty: 4627.498535
	Iteration 5F: 3 clusters Score -1447380 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1447946.625000 Penalty: 4627.498535
	Iteration 6F: 3 clusters Score -1447947 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1448467.750000 Penalty: 4627.498535
	Iteration 7F: 3 clusters Score -1448468 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1448858.375000 Penalty: 4627.498535
	Iteration 8Q: 3 clusters Score -1448858 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1449106.500000 Penalty: 4627.498535
	Iteration 9Q: 3 clusters Score -1449106 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1449250.750000 Penalty: 4627.498535
	Iteration 10Q: 3 clusters Score -1449251 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1449320.875000 Penalty: 4627.498535
	Iteration 11Q: 3 clusters Score -1449321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1449359.250000 Penalty: 4627.498535
	Iteration 12Q: 3 clusters Score -1449359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1449389.500000 Penalty: 4627.498535
	Iteration 13Q: 3 clusters Score -1449390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1449403.625000 Penalty: 4627.498535
	Iteration 14Q: 3 clusters Score -1449404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1449409.500000 Penalty: 4627.498535
	Iteration 15Q: 3 clusters Score -1449410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1449413.500000 Penalty: 4627.498535
	Iteration 16Q: 3 clusters Score -1449414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1449415.375000 Penalty: 4627.498535
	Iteration 17Q: 3 clusters Score -1449415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1449421.625000 Penalty: 4627.498535
	Iteration 18Q: 3 clusters Score -1449422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1449423.250000 Penalty: 4627.498535
	Iteration 19Q: 3 clusters Score -1449423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1449425.875000 Penalty: 4627.498535
	Iteration 20F: 3 clusters Score -1449426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1449428.000000 Penalty: 4627.498535
	Iteration 21Q: 3 clusters Score -1449428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1449429.500000 Penalty: 4627.498535
	Iteration 22Q: 3 clusters Score -1449430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1449430.000000 Penalty: 4627.498535
	Iteration 23Q: 3 clusters Score -1449430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1449432.875000 Penalty: 4627.498535
	Iteration 24Q: 3 clusters Score -1449433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1449432.625000 Penalty: 4627.498535
	Iteration 25Q: 3 clusters Score -1449433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1449431.500000 Penalty: 4627.498535
	Iteration 26Q: 3 clusters Score -1449432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1449432.500000 Penalty: 4627.498535
	Iteration 27Q: 3 clusters Score -1449432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1449433.125000 Penalty: 4627.498535
	Iteration 28Q: 3 clusters Score -1449433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1449434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1449434.125000 Penalty: 4627.498535
	Iteration 30Q: 3 clusters Score -1449434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1449435.000000 Penalty: 4627.498535
	Iteration 31Q: 3 clusters Score -1449435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1449438.250000 Penalty: 4627.498535
	Iteration 32Q: 3 clusters Score -1449438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1449436.250000 Penalty: 4627.498535
	Iteration 33Q: 3 clusters Score -1449436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1449436.875000 Penalty: 4627.498535
	Iteration 34Q: 3 clusters Score -1449437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1449438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1449439.125000 Penalty: 4627.498535
	Iteration 36Q: 3 clusters Score -1449439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1449438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1449441.500000 Penalty: 4627.498535
	Iteration 38Q: 3 clusters Score -1449442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1449441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1449442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1449443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1449443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 43F: 3 clusters Score -1449443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 201176 members 
Mstep: Class 5 contains 211886 members 
Mstep: Class 6 contains 141038 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 75841 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 24 clusters Score -1.263425e+08 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 200970 members 
Mstep: Class 5 contains 211125 members 
Mstep: Class 6 contains 140999 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 52381 members 
Mstep: Class 11 contains 40963 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 9199 members 
Mstep: Class 14 contains 68941 members 
Mstep: Class 15 contains 74722 members 
Mstep: Class 16 contains 24475 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 42021 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 11142 members 
Mstep: Class 22 contains 11043 members 
Mstep: Class 23 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 24 clusters Score -1.263443e+08 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 550 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 200516 members 
Mstep: Class 5 contains 210815 members 
Mstep: Class 6 contains 140878 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 53510 members 
Mstep: Class 11 contains 41266 members 
Mstep: Class 12 contains 9730 members 
Mstep: Class 13 contains 9213 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 15 contains 73506 members 
Mstep: Class 16 contains 23517 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 42408 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 11620 members 
Mstep: Class 22 contains 10887 members 
Mstep: Class 23 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 24 clusters Score -1.263453e+08 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 199884 members 
Mstep: Class 5 contains 210655 members 
Mstep: Class 6 contains 140767 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 54473 members 
Mstep: Class 11 contains 41579 members 
Mstep: Class 12 contains 9796 members 
Mstep: Class 13 contains 9221 members 
Mstep: Class 14 contains 71183 members 
Mstep: Class 15 contains 72319 members 
Mstep: Class 16 contains 22712 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 42750 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 11988 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 24 clusters Score -1.263458e+08 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 199165 members 
Mstep: Class 5 contains 210591 members 
Mstep: Class 6 contains 140534 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 55307 members 
Mstep: Class 11 contains 41918 members 
Mstep: Class 12 contains 9866 members 
Mstep: Class 13 contains 9238 members 
Mstep: Class 14 contains 72349 members 
Mstep: Class 15 contains 71165 members 
Mstep: Class 16 contains 22045 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 43061 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 12251 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 945 members 
Entering Unmasked Estep 
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Iteration 43Q: 24 clusters Score -1.263466e+08 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 368 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 198466 members 
Mstep: Class 5 contains 210526 members 
Mstep: Class 6 contains 140347 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 56098 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 9251 members 
Mstep: Class 14 contains 73520 members 
Mstep: Class 15 contains 69975 members 
Mstep: Class 16 contains 21437 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 43337 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 947 members 
Entering Unmasked Estep 
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Iteration 44Q: 24 clusters Score -1.263475e+08 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 197718 members 
Mstep: Class 5 contains 210595 members 
Mstep: Class 6 contains 140130 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 56824 members 
Mstep: Class 11 contains 42519 members 
Mstep: Class 12 contains 10051 members 
Mstep: Class 13 contains 9280 members 
Mstep: Class 14 contains 74634 members 
Mstep: Class 15 contains 68874 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 43570 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 12546 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126347480.000000 Penalty: 78551.085938
Iteration 45Q: 24 clusters Score -1.263475e+08 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3780 members 
Mstep: Class 4 contains 196955 members 
Mstep: Class 5 contains 210691 members 
Mstep: Class 6 contains 139880 members 
Mstep: Class 7 contains 15784 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 57498 members 
Mstep: Class 11 contains 42800 members 
Mstep: Class 12 contains 10182 members 
Mstep: Class 13 contains 9302 members 
Mstep: Class 14 contains 75683 members 
Mstep: Class 15 contains 67848 members 
Mstep: Class 16 contains 20337 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 43779 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 22 contains 10447 members 
Mstep: Class 23 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 24 clusters Score -1.263485e+08 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 196398 members 
Mstep: Class 5 contains 210784 members 
Mstep: Class 6 contains 139474 members 
Mstep: Class 7 contains 15726 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 58134 members 
Mstep: Class 11 contains 43056 members 
Mstep: Class 12 contains 10350 members 
Mstep: Class 13 contains 9330 members 
Mstep: Class 14 contains 76727 members 
Mstep: Class 15 contains 66821 members 
Mstep: Class 16 contains 19856 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 43963 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 3043 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 22 contains 10402 members 
Mstep: Class 23 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126349040.000000 Penalty: 78551.085938
Iteration 47Q: 24 clusters Score -1.26349e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 195903 members 
Mstep: Class 5 contains 210817 members 
Mstep: Class 6 contains 139099 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 58738 members 
Mstep: Class 11 contains 43295 members 
Mstep: Class 12 contains 10524 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 77751 members 
Mstep: Class 15 contains 65802 members 
Mstep: Class 16 contains 19413 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44140 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 12809 members 
Mstep: Class 22 contains 10385 members 
Mstep: Class 23 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126349160.000000 Penalty: 78551.085938
Iteration 48Q: 24 clusters Score -1.263492e+08 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 195494 members 
Mstep: Class 5 contains 210911 members 
Mstep: Class 6 contains 138652 members 
Mstep: Class 7 contains 15646 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 59338 members 
Mstep: Class 11 contains 43522 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 14 contains 78767 members 
Mstep: Class 15 contains 64800 members 
Mstep: Class 16 contains 18949 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 12846 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 954 members 
Entering Unmasked Estep 
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Score: -126349776.000000 Penalty: 78551.085938
Iteration 49Q: 24 clusters Score -1.263498e+08 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 195002 members 
Mstep: Class 5 contains 211041 members 
Mstep: Class 6 contains 138281 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 59924 members 
Mstep: Class 11 contains 43724 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 79849 members 
Mstep: Class 15 contains 63752 members 
Mstep: Class 16 contains 18491 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 12873 members 
Mstep: Class 22 contains 10340 members 
Mstep: Class 23 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126350304.000000 Penalty: 78551.085938
Iteration 50Q: 24 clusters Score -1.263503e+08 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 194638 members 
Mstep: Class 5 contains 211200 members 
Mstep: Class 6 contains 137858 members 
Mstep: Class 7 contains 15593 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 60497 members 
Mstep: Class 11 contains 43884 members 
Mstep: Class 12 contains 11071 members 
Mstep: Class 13 contains 9417 members 
Mstep: Class 14 contains 80882 members 
Mstep: Class 15 contains 62697 members 
Mstep: Class 16 contains 18025 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 3282 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 10318 members 
Mstep: Class 23 contains 957 members 
Entering Unmasked Estep 
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Iteration 51Q: 24 clusters Score -1.263506e+08 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 194129 members 
Mstep: Class 5 contains 211381 members 
Mstep: Class 6 contains 137511 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 44038 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 81981 members 
Mstep: Class 15 contains 61590 members 
Mstep: Class 16 contains 17642 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44676 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 12918 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126350864.000000 Penalty: 78551.085938
Iteration 52Q: 24 clusters Score -1.263509e+08 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 193672 members 
Mstep: Class 5 contains 211683 members 
Mstep: Class 6 contains 137093 members 
Mstep: Class 7 contains 15504 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 61425 members 
Mstep: Class 11 contains 44164 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9464 members 
Mstep: Class 14 contains 83097 members 
Mstep: Class 15 contains 60467 members 
Mstep: Class 16 contains 17284 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44789 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 12936 members 
Mstep: Class 22 contains 10285 members 
Mstep: Class 23 contains 961 members 
Entering Unmasked Estep 
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Iteration 53Q: 24 clusters Score -1.263515e+08 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 193139 members 
Mstep: Class 5 contains 212000 members 
Mstep: Class 6 contains 136742 members 
Mstep: Class 7 contains 15437 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 61841 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 9485 members 
Mstep: Class 14 contains 84248 members 
Mstep: Class 15 contains 59313 members 
Mstep: Class 16 contains 16899 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44893 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 12949 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 961 members 
Entering Unmasked Estep 
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Score: -126351480.000000 Penalty: 78551.085938
Iteration 54Q: 24 clusters Score -1.263515e+08 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 192645 members 
Mstep: Class 5 contains 212349 members 
Mstep: Class 6 contains 136365 members 
Mstep: Class 7 contains 15360 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 62239 members 
Mstep: Class 11 contains 44376 members 
Mstep: Class 12 contains 12216 members 
Mstep: Class 13 contains 9517 members 
Mstep: Class 14 contains 85402 members 
Mstep: Class 15 contains 58091 members 
Mstep: Class 16 contains 16540 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 44997 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 12966 members 
Mstep: Class 22 contains 10269 members 
Mstep: Class 23 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126351600.000000 Penalty: 78551.085938
Iteration 55Q: 24 clusters Score -1.263516e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 192131 members 
Mstep: Class 5 contains 212657 members 
Mstep: Class 6 contains 136086 members 
Mstep: Class 7 contains 15289 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 62664 members 
Mstep: Class 11 contains 44455 members 
Mstep: Class 12 contains 12624 members 
Mstep: Class 13 contains 9533 members 
Mstep: Class 14 contains 86631 members 
Mstep: Class 15 contains 56712 members 
Mstep: Class 16 contains 16160 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 45103 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 12984 members 
Mstep: Class 22 contains 10258 members 
Mstep: Class 23 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126352552.000000 Penalty: 78551.085938
Iteration 56Q: 24 clusters Score -1.263526e+08 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 191484 members 
Mstep: Class 5 contains 212903 members 
Mstep: Class 6 contains 135809 members 
Mstep: Class 7 contains 15223 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 63063 members 
Mstep: Class 11 contains 44530 members 
Mstep: Class 12 contains 13120 members 
Mstep: Class 13 contains 9548 members 
Mstep: Class 14 contains 87944 members 
Mstep: Class 15 contains 55279 members 
Mstep: Class 16 contains 15851 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 45228 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 12997 members 
Mstep: Class 22 contains 10251 members 
Mstep: Class 23 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126352848.000000 Penalty: 78551.085938
Iteration 57Q: 24 clusters Score -1.263528e+08 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 190744 members 
Mstep: Class 5 contains 213122 members 
Mstep: Class 6 contains 135613 members 
Mstep: Class 7 contains 15158 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 63476 members 
Mstep: Class 11 contains 44627 members 
Mstep: Class 12 contains 13684 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 89275 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 15541 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 45344 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 21 contains 13002 members 
Mstep: Class 22 contains 10250 members 
Mstep: Class 23 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126353456.000000 Penalty: 78551.085938
Iteration 58Q: 24 clusters Score -1.263535e+08 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 190009 members 
Mstep: Class 5 contains 213397 members 
Mstep: Class 6 contains 135500 members 
Mstep: Class 7 contains 15094 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 63864 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 14322 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 90622 members 
Mstep: Class 15 contains 52028 members 
Mstep: Class 16 contains 15255 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 45486 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 13003 members 
Mstep: Class 22 contains 10235 members 
Mstep: Class 23 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126354064.000000 Penalty: 78551.085938
Iteration 59Q: 24 clusters Score -1.263541e+08 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 189400 members 
Mstep: Class 5 contains 213641 members 
Mstep: Class 6 contains 135424 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 64214 members 
Mstep: Class 11 contains 44778 members 
Mstep: Class 12 contains 15019 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 91919 members 
Mstep: Class 15 contains 50219 members 
Mstep: Class 16 contains 14963 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 45622 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 13010 members 
Mstep: Class 22 contains 10230 members 
Mstep: Class 23 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126355288.000000 Penalty: 78551.085938
Iteration 60F: 24 clusters Score -1.263553e+08 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 532 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 188778 members 
Mstep: Class 5 contains 213845 members 
Mstep: Class 6 contains 135407 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 64561 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 15779 members 
Mstep: Class 13 contains 9696 members 
Mstep: Class 14 contains 93150 members 
Mstep: Class 15 contains 48503 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 45711 members 
Mstep: Class 19 contains 2837 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 13014 members 
Mstep: Class 22 contains 10217 members 
Mstep: Class 23 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126357024.000000 Penalty: 78551.085938
Iteration 61Q: 24 clusters Score -1.26357e+08 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 188239 members 
Mstep: Class 5 contains 213934 members 
Mstep: Class 6 contains 135330 members 
Mstep: Class 7 contains 14786 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 64887 members 
Mstep: Class 11 contains 44895 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 94441 members 
Mstep: Class 15 contains 46834 members 
Mstep: Class 16 contains 14454 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 45765 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 13076 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126357960.000000 Penalty: 78551.085938
Iteration 62Q: 24 clusters Score -1.26358e+08 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 187703 members 
Mstep: Class 5 contains 213959 members 
Mstep: Class 6 contains 135264 members 
Mstep: Class 7 contains 14686 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 65221 members 
Mstep: Class 11 contains 44924 members 
Mstep: Class 12 contains 17402 members 
Mstep: Class 13 contains 9761 members 
Mstep: Class 14 contains 95780 members 
Mstep: Class 15 contains 45135 members 
Mstep: Class 16 contains 14206 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 45811 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 10196 members 
Mstep: Class 23 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126358960.000000 Penalty: 78551.085938
Iteration 63Q: 24 clusters Score -1.26359e+08 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 187177 members 
Mstep: Class 5 contains 213971 members 
Mstep: Class 6 contains 135191 members 
Mstep: Class 7 contains 14568 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 65539 members 
Mstep: Class 11 contains 44956 members 
Mstep: Class 12 contains 18247 members 
Mstep: Class 13 contains 9781 members 
Mstep: Class 14 contains 97125 members 
Mstep: Class 15 contains 43490 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 45864 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 10192 members 
Mstep: Class 23 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126359680.000000 Penalty: 78551.085938
Iteration 64Q: 24 clusters Score -1.263597e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 186746 members 
Mstep: Class 5 contains 213974 members 
Mstep: Class 6 contains 135075 members 
Mstep: Class 7 contains 14446 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 65834 members 
Mstep: Class 11 contains 44957 members 
Mstep: Class 12 contains 19053 members 
Mstep: Class 13 contains 9821 members 
Mstep: Class 14 contains 98446 members 
Mstep: Class 15 contains 41879 members 
Mstep: Class 16 contains 13710 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 45911 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 10192 members 
Mstep: Class 23 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126360640.000000 Penalty: 78551.085938
Iteration 65Q: 24 clusters Score -1.263606e+08 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186340 members 
Mstep: Class 5 contains 213933 members 
Mstep: Class 6 contains 134880 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 66082 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 19767 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 99812 members 
Mstep: Class 15 contains 40447 members 
Mstep: Class 16 contains 13474 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 45951 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 13075 members 
Mstep: Class 22 contains 10193 members 
Mstep: Class 23 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126361048.000000 Penalty: 78551.085938
Iteration 66Q: 24 clusters Score -1.26361e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 185963 members 
Mstep: Class 5 contains 213903 members 
Mstep: Class 6 contains 134631 members 
Mstep: Class 7 contains 14181 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 66314 members 
Mstep: Class 11 contains 44997 members 
Mstep: Class 12 contains 20410 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 101197 members 
Mstep: Class 15 contains 39107 members 
Mstep: Class 16 contains 13219 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46043 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 4115 members 
Mstep: Class 21 contains 13043 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126362096.000000 Penalty: 78551.085938
Iteration 67Q: 24 clusters Score -1.263621e+08 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 185573 members 
Mstep: Class 5 contains 213794 members 
Mstep: Class 6 contains 134397 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 66590 members 
Mstep: Class 11 contains 45029 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 9928 members 
Mstep: Class 14 contains 102503 members 
Mstep: Class 15 contains 37989 members 
Mstep: Class 16 contains 12974 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46116 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 4147 members 
Mstep: Class 21 contains 13023 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126362728.000000 Penalty: 78551.085938
Iteration 68Q: 24 clusters Score -1.263627e+08 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 185105 members 
Mstep: Class 5 contains 213701 members 
Mstep: Class 6 contains 134204 members 
Mstep: Class 7 contains 13957 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 66842 members 
Mstep: Class 11 contains 45051 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 9974 members 
Mstep: Class 14 contains 103832 members 
Mstep: Class 15 contains 36998 members 
Mstep: Class 16 contains 12709 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46169 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 12998 members 
Mstep: Class 22 contains 10208 members 
Mstep: Class 23 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126363584.000000 Penalty: 78551.085938
Iteration 69Q: 24 clusters Score -1.263636e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 3756 members 
Mstep: Class 4 contains 184679 members 
Mstep: Class 5 contains 213547 members 
Mstep: Class 6 contains 133954 members 
Mstep: Class 7 contains 13874 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 67086 members 
Mstep: Class 11 contains 45047 members 
Mstep: Class 12 contains 21712 members 
Mstep: Class 13 contains 9996 members 
Mstep: Class 14 contains 105169 members 
Mstep: Class 15 contains 36175 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46204 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 12978 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126363896.000000 Penalty: 78551.085938
Iteration 70Q: 24 clusters Score -1.263639e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 184248 members 
Mstep: Class 5 contains 213348 members 
Mstep: Class 6 contains 133662 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 67342 members 
Mstep: Class 11 contains 45026 members 
Mstep: Class 12 contains 21997 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 106558 members 
Mstep: Class 15 contains 35452 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46228 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 12953 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364640.000000 Penalty: 78551.085938
Iteration 71Q: 24 clusters Score -1.263646e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 183791 members 
Mstep: Class 5 contains 213095 members 
Mstep: Class 6 contains 133329 members 
Mstep: Class 7 contains 13742 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 67619 members 
Mstep: Class 11 contains 45029 members 
Mstep: Class 12 contains 22233 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 107948 members 
Mstep: Class 15 contains 34870 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46237 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 12926 members 
Mstep: Class 22 contains 10196 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364360.000000 Penalty: 78551.085938
Iteration 72Q: 24 clusters Score -1.263644e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 183311 members 
Mstep: Class 5 contains 212790 members 
Mstep: Class 6 contains 132981 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 67915 members 
Mstep: Class 11 contains 45038 members 
Mstep: Class 12 contains 22436 members 
Mstep: Class 13 contains 10081 members 
Mstep: Class 14 contains 109396 members 
Mstep: Class 15 contains 34375 members 
Mstep: Class 16 contains 11720 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46225 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 20 contains 4327 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 10185 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364560.000000 Penalty: 78551.085938
Iteration 73Q: 24 clusters Score -1.263646e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 182850 members 
Mstep: Class 5 contains 212394 members 
Mstep: Class 6 contains 132676 members 
Mstep: Class 7 contains 13639 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 68213 members 
Mstep: Class 11 contains 45035 members 
Mstep: Class 12 contains 22641 members 
Mstep: Class 13 contains 10101 members 
Mstep: Class 14 contains 110820 members 
Mstep: Class 15 contains 33927 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46196 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 12878 members 
Mstep: Class 22 contains 10178 members 
Mstep: Class 23 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364880.000000 Penalty: 78551.085938
Iteration 74Q: 24 clusters Score -1.263649e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 182337 members 
Mstep: Class 5 contains 212047 members 
Mstep: Class 6 contains 132400 members 
Mstep: Class 7 contains 13585 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 68463 members 
Mstep: Class 11 contains 45024 members 
Mstep: Class 12 contains 22780 members 
Mstep: Class 13 contains 10113 members 
Mstep: Class 14 contains 112232 members 
Mstep: Class 15 contains 33596 members 
Mstep: Class 16 contains 11211 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46163 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 12861 members 
Mstep: Class 22 contains 10175 members 
Mstep: Class 23 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126365232.000000 Penalty: 78551.085938
Iteration 75Q: 24 clusters Score -1.263652e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 181921 members 
Mstep: Class 5 contains 211654 members 
Mstep: Class 6 contains 132027 members 
Mstep: Class 7 contains 13546 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 68713 members 
Mstep: Class 11 contains 45013 members 
Mstep: Class 12 contains 22906 members 
Mstep: Class 13 contains 10139 members 
Mstep: Class 14 contains 113598 members 
Mstep: Class 15 contains 33333 members 
Mstep: Class 16 contains 10965 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46126 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 12842 members 
Mstep: Class 22 contains 10170 members 
Mstep: Class 23 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126365456.000000 Penalty: 78551.085938
Iteration 76Q: 24 clusters Score -1.263655e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 181562 members 
Mstep: Class 5 contains 211265 members 
Mstep: Class 6 contains 131584 members 
Mstep: Class 7 contains 13497 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 68959 members 
Mstep: Class 11 contains 45004 members 
Mstep: Class 12 contains 23018 members 
Mstep: Class 13 contains 10160 members 
Mstep: Class 14 contains 114931 members 
Mstep: Class 15 contains 33116 members 
Mstep: Class 16 contains 10732 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46106 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 12830 members 
Mstep: Class 22 contains 10169 members 
Mstep: Class 23 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126366184.000000 Penalty: 78551.085938
Iteration 77Q: 24 clusters Score -1.263662e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 181229 members 
Mstep: Class 5 contains 210911 members 
Mstep: Class 6 contains 131128 members 
Mstep: Class 7 contains 13449 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 69213 members 
Mstep: Class 11 contains 44956 members 
Mstep: Class 12 contains 23117 members 
Mstep: Class 13 contains 10183 members 
Mstep: Class 14 contains 116250 members 
Mstep: Class 15 contains 32953 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46066 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 12812 members 
Mstep: Class 22 contains 10169 members 
Mstep: Class 23 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126366640.000000 Penalty: 78551.085938
Iteration 78Q: 24 clusters Score -1.263666e+08 nChanged 3587
Entering ConstructFrom: 
Score: -126366640.000000 Penalty: 78551.085938
Entering ConstructFrom: 
Trying to split cluster 1 (26684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Entering Unmasked Estep 
Score: -3492396.000000 Penalty: 2527.571045
	Iteration 0F: 2 clusters Score -3492396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3474051.000000 Penalty: 5055.142090
	Iteration 0F: 3 clusters Score -3474051 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3480342.750000 Penalty: 5055.142090
	Iteration 1F: 3 clusters Score -3480343 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3480929.500000 Penalty: 5055.142090
	Iteration 2F: 3 clusters Score -3480930 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3481652.500000 Penalty: 5055.142090
	Iteration 3F: 3 clusters Score -3481652 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3482773.250000 Penalty: 5055.142090
	Iteration 4F: 3 clusters Score -3482773 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3484415.500000 Penalty: 5055.142090
	Iteration 5F: 3 clusters Score -3484416 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3486221.250000 Penalty: 5055.142090
	Iteration 6F: 3 clusters Score -3486221 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3487725.250000 Penalty: 5055.142090
	Iteration 7F: 3 clusters Score -3487725 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3488832.000000 Penalty: 5055.142090
	Iteration 8F: 3 clusters Score -3488832 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3489539.250000 Penalty: 5055.142090
	Iteration 9Q: 3 clusters Score -3489539 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3489952.250000 Penalty: 5055.142090
	Iteration 10Q: 3 clusters Score -3489952 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3490184.250000 Penalty: 5055.142090
	Iteration 11Q: 3 clusters Score -3490184 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3490333.500000 Penalty: 5055.142090
	Iteration 12Q: 3 clusters Score -3490334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3490434.750000 Penalty: 5055.142090
	Iteration 13Q: 3 clusters Score -3490435 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3490509.250000 Penalty: 5055.142090
	Iteration 14Q: 3 clusters Score -3490509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3490544.250000 Penalty: 5055.142090
	Iteration 15Q: 3 clusters Score -3490544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3490573.750000 Penalty: 5055.142090
	Iteration 16Q: 3 clusters Score -3490574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3490594.250000 Penalty: 5055.142090
	Iteration 17Q: 3 clusters Score -3490594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3490607.250000 Penalty: 5055.142090
	Iteration 18Q: 3 clusters Score -3490607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3490620.250000 Penalty: 5055.142090
	Iteration 19Q: 3 clusters Score -3490620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3490635.500000 Penalty: 5055.142090
	Iteration 20F: 3 clusters Score -3490636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3490635.500000 Penalty: 5055.142090
	Iteration 21Q: 3 clusters Score -3490636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3490649.750000 Penalty: 5055.142090
	Iteration 22Q: 3 clusters Score -3490650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3490658.250000 Penalty: 5055.142090
	Iteration 23Q: 3 clusters Score -3490658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3490659.000000 Penalty: 5055.142090
	Iteration 24Q: 3 clusters Score -3490659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3490673.250000 Penalty: 5055.142090
	Iteration 25Q: 3 clusters Score -3490673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3490678.000000 Penalty: 5055.142090
	Iteration 26Q: 3 clusters Score -3490678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3490684.000000 Penalty: 5055.142090
	Iteration 27Q: 3 clusters Score -3490684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3490688.000000 Penalty: 5055.142090
	Iteration 28Q: 3 clusters Score -3490688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3490686.500000 Penalty: 5055.142090
	Iteration 29Q: 3 clusters Score -3490686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3490697.000000 Penalty: 5055.142090
	Iteration 30Q: 3 clusters Score -3490697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3490697.750000 Penalty: 5055.142090
	Iteration 31Q: 3 clusters Score -3490698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3490702.750000 Penalty: 5055.142090
	Iteration 32Q: 3 clusters Score -3490703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3490707.250000 Penalty: 5055.142090
	Iteration 33Q: 3 clusters Score -3490707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3490718.000000 Penalty: 5055.142090
	Iteration 34Q: 3 clusters Score -3490718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3490720.000000 Penalty: 5055.142090
	Iteration 35Q: 3 clusters Score -3490720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3490716.750000 Penalty: 5055.142090
	Iteration 36Q: 3 clusters Score -3490717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3490722.500000 Penalty: 5055.142090
	Iteration 37Q: 3 clusters Score -3490722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3490728.000000 Penalty: 5055.142090
	Iteration 38Q: 3 clusters Score -3490728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3490730.000000 Penalty: 5055.142090
	Iteration 39Q: 3 clusters Score -3490730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3490728.750000 Penalty: 5055.142090
	Iteration 40F: 3 clusters Score -3490729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3490731.000000 Penalty: 5055.142090
	Iteration 41Q: 3 clusters Score -3490731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3490726.500000 Penalty: 5055.142090
	Iteration 42Q: 3 clusters Score -3490726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3490731.000000 Penalty: 5055.142090
	Iteration 43Q: 3 clusters Score -3490731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3490735.250000 Penalty: 5055.142090
	Iteration 44Q: 3 clusters Score -3490735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3490739.000000 Penalty: 5055.142090
	Iteration 45Q: 3 clusters Score -3490739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3490737.500000 Penalty: 5055.142090
	Iteration 46Q: 3 clusters Score -3490738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3490738.250000 Penalty: 5055.142090
	Iteration 47Q: 3 clusters Score -3490738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3490745.500000 Penalty: 5055.142090
	Iteration 48Q: 3 clusters Score -3490746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3490743.750000 Penalty: 5055.142090
	Iteration 49Q: 3 clusters Score -3490744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3490747.500000 Penalty: 5055.142090
	Iteration 50Q: 3 clusters Score -3490748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3490746.500000 Penalty: 5055.142090
	Iteration 51Q: 3 clusters Score -3490746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3490755.000000 Penalty: 5055.142090
	Iteration 52Q: 3 clusters Score -3490755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3490758.750000 Penalty: 5055.142090
	Iteration 53Q: 3 clusters Score -3490759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3490759.500000 Penalty: 5055.142090
	Iteration 54Q: 3 clusters Score -3490760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3490759.750000 Penalty: 5055.142090
	Iteration 55Q: 3 clusters Score -3490760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3490757.250000 Penalty: 5055.142090
	Iteration 56Q: 3 clusters Score -3490757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3490757.750000 Penalty: 5055.142090
	Iteration 57Q: 3 clusters Score -3490758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3490758.500000 Penalty: 5055.142090
	Iteration 58Q: 3 clusters Score -3490758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3490757.750000 Penalty: 5055.142090
	Iteration 59Q: 3 clusters Score -3490758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3490763.750000 Penalty: 5055.142090
	Iteration 60F: 3 clusters Score -3490764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3490762.750000 Penalty: 5055.142090
	Iteration 61Q: 3 clusters Score -3490763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3490761.500000 Penalty: 5055.142090
	Iteration 62Q: 3 clusters Score -3490762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3490760.000000 Penalty: 5055.142090
	Iteration 63Q: 3 clusters Score -3490760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3490766.000000 Penalty: 5055.142090
	Iteration 64Q: 3 clusters Score -3490766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3490765.750000 Penalty: 5055.142090
	Iteration 65Q: 3 clusters Score -3490766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3490766.000000 Penalty: 5055.142090
	Iteration 66Q: 3 clusters Score -3490766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3490765.000000 Penalty: 5055.142090
	Iteration 67Q: 3 clusters Score -3490765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3490765.000000 Penalty: 5055.142090
	Iteration 68F: 3 clusters Score -3490765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47750.613281 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -47750.61 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 176 members 
Entering Unmasked Estep 
Score: -46365.257812 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -46365.26 nChanged 63
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: -46509.394531 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -46509.39 nChanged 17
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: -46555.679688 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -46555.68 nChanged 8
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: -46573.781250 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -46573.78 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: -46576.023438 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -46576.02 nChanged 1
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: -46581.277344 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -46581.28 nChanged 1
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: -46585.496094 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -46585.5 nChanged 2
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: -46588.828125 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -46588.83 nChanged 0
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: -46588.828125 Penalty: 2942.393555
	Iteration 8F: 3 clusters Score -46588.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -503626.781250 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -503626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -499872.125000 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -499872.1 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -500665.031250 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -500665 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -500876.843750 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -500876.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -500976.187500 Penalty: 4082.498291
	Iteration 3F: 3 clusters Score -500976.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -501033.156250 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -501033.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -501072.000000 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -501072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -501102.937500 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -501102.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -501122.031250 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -501122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -501133.093750 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -501133.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -501142.031250 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -501142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -501148.375000 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -501148.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -501159.875000 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -501159.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -501165.406250 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -501165.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -501169.437500 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -501169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -501171.812500 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -501171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -501173.875000 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -501173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -501177.125000 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -501177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -501178.437500 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -501178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -501179.562500 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -501179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -501181.156250 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -501181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -501182.125000 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -501182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -501182.000000 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -501182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -501182.312500 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -501182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -501184.093750 Penalty: 4082.498291
	Iteration 23Q: 3 clusters Score -501184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -501184.187500 Penalty: 4082.498291
	Iteration 24Q: 3 clusters Score -501184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -501184.187500 Penalty: 4082.498291
	Iteration 25F: 3 clusters Score -501184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180890 members 
Entering Unmasked Estep 
Score: -24503630.000000 Penalty: 3002.199707
	Iteration 0F: 2 clusters Score -2.450363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -24386670.000000 Penalty: 6004.399414
	Iteration 0F: 3 clusters Score -2.438667e+07 nChanged 87052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -24438606.000000 Penalty: 6004.399414
	Iteration 1F: 3 clusters Score -2.443861e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -24440902.000000 Penalty: 6004.399414
	Iteration 2Q: 3 clusters Score -2.44409e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -24444162.000000 Penalty: 6004.399414
	Iteration 3Q: 3 clusters Score -2.444416e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -24449208.000000 Penalty: 6004.399414
	Iteration 4F: 3 clusters Score -2.444921e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -24456882.000000 Penalty: 6004.399414
	Iteration 5F: 3 clusters Score -2.445688e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -24467160.000000 Penalty: 6004.399414
	Iteration 6F: 3 clusters Score -2.446716e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -24477814.000000 Penalty: 6004.399414
	Iteration 7F: 3 clusters Score -2.447781e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146528 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -24486388.000000 Penalty: 6004.399414
	Iteration 8F: 3 clusters Score -2.448639e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -24491584.000000 Penalty: 6004.399414
	Iteration 9Q: 3 clusters Score -2.449158e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -24494374.000000 Penalty: 6004.399414
	Iteration 10Q: 3 clusters Score -2.449437e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -24496236.000000 Penalty: 6004.399414
	Iteration 11Q: 3 clusters Score -2.449624e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160225 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -24497584.000000 Penalty: 6004.399414
	Iteration 12Q: 3 clusters Score -2.449758e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -24498630.000000 Penalty: 6004.399414
	Iteration 13Q: 3 clusters Score -2.449863e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -24499682.000000 Penalty: 6004.399414
	Iteration 14Q: 3 clusters Score -2.449968e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -24500466.000000 Penalty: 6004.399414
	Iteration 15Q: 3 clusters Score -2.450047e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169219 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -24501180.000000 Penalty: 6004.399414
	Iteration 16Q: 3 clusters Score -2.450118e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -24501504.000000 Penalty: 6004.399414
	Iteration 17Q: 3 clusters Score -2.45015e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -24501624.000000 Penalty: 6004.399414
	Iteration 18Q: 3 clusters Score -2.450162e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -24501842.000000 Penalty: 6004.399414
	Iteration 19Q: 3 clusters Score -2.450184e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174847 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -24502130.000000 Penalty: 6004.399414
	Iteration 20F: 3 clusters Score -2.450213e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -24502184.000000 Penalty: 6004.399414
	Iteration 21Q: 3 clusters Score -2.450218e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -24502162.000000 Penalty: 6004.399414
	Iteration 22Q: 3 clusters Score -2.450216e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177167 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -24502164.000000 Penalty: 6004.399414
	Iteration 23Q: 3 clusters Score -2.450216e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -24502066.000000 Penalty: 6004.399414
	Iteration 24Q: 3 clusters Score -2.450207e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178079 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24502014.000000 Penalty: 6004.399414
	Iteration 25Q: 3 clusters Score -2.450201e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178418 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -24502010.000000 Penalty: 6004.399414
	Iteration 26Q: 3 clusters Score -2.450201e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -24502008.000000 Penalty: 6004.399414
	Iteration 27Q: 3 clusters Score -2.450201e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178877 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -24501978.000000 Penalty: 6004.399414
	Iteration 28Q: 3 clusters Score -2.450198e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24501900.000000 Penalty: 6004.399414
	Iteration 29Q: 3 clusters Score -2.45019e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179167 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24501952.000000 Penalty: 6004.399414
	Iteration 30Q: 3 clusters Score -2.450195e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24501936.000000 Penalty: 6004.399414
	Iteration 31Q: 3 clusters Score -2.450194e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179377 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24501968.000000 Penalty: 6004.399414
	Iteration 32Q: 3 clusters Score -2.450197e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179467 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -24501968.000000 Penalty: 6004.399414
	Iteration 33Q: 3 clusters Score -2.450197e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179536 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -24501982.000000 Penalty: 6004.399414
	Iteration 34Q: 3 clusters Score -2.450198e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -24501924.000000 Penalty: 6004.399414
	Iteration 35Q: 3 clusters Score -2.450192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179642 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -24501928.000000 Penalty: 6004.399414
	Iteration 36Q: 3 clusters Score -2.450193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179681 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -24501940.000000 Penalty: 6004.399414
	Iteration 37Q: 3 clusters Score -2.450194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179717 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -24501978.000000 Penalty: 6004.399414
	Iteration 38Q: 3 clusters Score -2.450198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24501956.000000 Penalty: 6004.399414
	Iteration 39Q: 3 clusters Score -2.450196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179792 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -24501974.000000 Penalty: 6004.399414
	Iteration 40F: 3 clusters Score -2.450197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179818 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24501964.000000 Penalty: 6004.399414
	Iteration 41Q: 3 clusters Score -2.450196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179839 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -24501980.000000 Penalty: 6004.399414
	Iteration 42Q: 3 clusters Score -2.450198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179853 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -24501964.000000 Penalty: 6004.399414
	Iteration 43Q: 3 clusters Score -2.450196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179857 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -24501942.000000 Penalty: 6004.399414
	Iteration 44Q: 3 clusters Score -2.450194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -24501964.000000 Penalty: 6004.399414
	Iteration 45Q: 3 clusters Score -2.450196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -24501976.000000 Penalty: 6004.399414
	Iteration 46Q: 3 clusters Score -2.450198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179875 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -24501964.000000 Penalty: 6004.399414
	Iteration 47Q: 3 clusters Score -2.450196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179875 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -24501970.000000 Penalty: 6004.399414
	Iteration 48Q: 3 clusters Score -2.450197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179880 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -24501974.000000 Penalty: 6004.399414
	Iteration 49Q: 3 clusters Score -2.450197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179887 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24501982.000000 Penalty: 6004.399414
	Iteration 50Q: 3 clusters Score -2.450198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179896 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -24501962.000000 Penalty: 6004.399414
	Iteration 51Q: 3 clusters Score -2.450196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179903 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -24501976.000000 Penalty: 6004.399414
	Iteration 52Q: 3 clusters Score -2.450198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -24501974.000000 Penalty: 6004.399414
	Iteration 53Q: 3 clusters Score -2.450197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -24501980.000000 Penalty: 6004.399414
	Iteration 54Q: 3 clusters Score -2.450198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179911 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24501990.000000 Penalty: 6004.399414
	Iteration 55Q: 3 clusters Score -2.450199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179912 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -24501982.000000 Penalty: 6004.399414
	Iteration 56Q: 3 clusters Score -2.450198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -24501976.000000 Penalty: 6004.399414
	Iteration 57Q: 3 clusters Score -2.450198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -24501982.000000 Penalty: 6004.399414
	Iteration 58Q: 3 clusters Score -2.450198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -24501976.000000 Penalty: 6004.399414
	Iteration 59Q: 3 clusters Score -2.450198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -24501976.000000 Penalty: 6004.399414
	Iteration 60F: 3 clusters Score -2.450198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (210601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210601 members 
Entering Unmasked Estep 
Score: -28404438.000000 Penalty: 3039.914795
	Iteration 0F: 2 clusters Score -2.840444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105219 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -28273404.000000 Penalty: 6079.829590
	Iteration 0F: 3 clusters Score -2.82734e+07 nChanged 101083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -28331494.000000 Penalty: 6079.829590
	Iteration 1F: 3 clusters Score -2.833149e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -28332518.000000 Penalty: 6079.829590
	Iteration 2Q: 3 clusters Score -2.833252e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 109416 members 
Entering Unmasked Estep 
Score: -28334014.000000 Penalty: 6079.829590
	Iteration 3Q: 3 clusters Score -2.833401e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -28336120.000000 Penalty: 6079.829590
	Iteration 4Q: 3 clusters Score -2.833612e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 115303 members 
Entering Unmasked Estep 
Score: -28339118.000000 Penalty: 6079.829590
	Iteration 5Q: 3 clusters Score -2.833912e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -28344234.000000 Penalty: 6079.829590
	Iteration 6Q: 3 clusters Score -2.834423e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -28352222.000000 Penalty: 6079.829590
	Iteration 7F: 3 clusters Score -2.835222e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 134048 members 
Entering Unmasked Estep 
Score: -28362756.000000 Penalty: 6079.829590
	Iteration 8F: 3 clusters Score -2.836276e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -28374284.000000 Penalty: 6079.829590
	Iteration 9F: 3 clusters Score -2.837428e+07 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -28382986.000000 Penalty: 6079.829590
	Iteration 10F: 3 clusters Score -2.838299e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -28388054.000000 Penalty: 6079.829590
	Iteration 11Q: 3 clusters Score -2.838805e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 152849 members 
Entering Unmasked Estep 
Score: -28390242.000000 Penalty: 6079.829590
	Iteration 12Q: 3 clusters Score -2.839024e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -28391776.000000 Penalty: 6079.829590
	Iteration 13Q: 3 clusters Score -2.839178e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 159735 members 
Entering Unmasked Estep 
Score: -28393078.000000 Penalty: 6079.829590
	Iteration 14Q: 3 clusters Score -2.839308e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -28394388.000000 Penalty: 6079.829590
	Iteration 15Q: 3 clusters Score -2.839439e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -28395748.000000 Penalty: 6079.829590
	Iteration 16Q: 3 clusters Score -2.839575e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 171107 members 
Entering Unmasked Estep 
Score: -28397472.000000 Penalty: 6079.829590
	Iteration 17Q: 3 clusters Score -2.839747e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 174878 members 
Entering Unmasked Estep 
Score: -28399130.000000 Penalty: 6079.829590
	Iteration 18Q: 3 clusters Score -2.839913e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 178705 members 
Entering Unmasked Estep 
Score: -28400484.000000 Penalty: 6079.829590
	Iteration 19Q: 3 clusters Score -2.840048e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 182312 members 
Entering Unmasked Estep 
Score: -28401586.000000 Penalty: 6079.829590
	Iteration 20F: 3 clusters Score -2.840159e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 185631 members 
Entering Unmasked Estep 
Score: -28402452.000000 Penalty: 6079.829590
	Iteration 21Q: 3 clusters Score -2.840245e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 188749 members 
Entering Unmasked Estep 
Score: -28403218.000000 Penalty: 6079.829590
	Iteration 22Q: 3 clusters Score -2.840322e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 191436 members 
Entering Unmasked Estep 
Score: -28403790.000000 Penalty: 6079.829590
	Iteration 23Q: 3 clusters Score -2.840379e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 193823 members 
Entering Unmasked Estep 
Score: -28404358.000000 Penalty: 6079.829590
	Iteration 24Q: 3 clusters Score -2.840436e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 195965 members 
Entering Unmasked Estep 
Score: -28404624.000000 Penalty: 6079.829590
	Iteration 25Q: 3 clusters Score -2.840462e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 197855 members 
Entering Unmasked Estep 
Score: -28404620.000000 Penalty: 6079.829590
	Iteration 26Q: 3 clusters Score -2.840462e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 199518 members 
Entering Unmasked Estep 
Score: -28404658.000000 Penalty: 6079.829590
	Iteration 27Q: 3 clusters Score -2.840466e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 200963 members 
Entering Unmasked Estep 
Score: -28404554.000000 Penalty: 6079.829590
	Iteration 28Q: 3 clusters Score -2.840455e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 202173 members 
Entering Unmasked Estep 
Score: -28404490.000000 Penalty: 6079.829590
	Iteration 29Q: 3 clusters Score -2.840449e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 203289 members 
Entering Unmasked Estep 
Score: -28404334.000000 Penalty: 6079.829590
	Iteration 30Q: 3 clusters Score -2.840433e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 204212 members 
Entering Unmasked Estep 
Score: -28403942.000000 Penalty: 6079.829590
	Iteration 31Q: 3 clusters Score -2.840394e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -28403848.000000 Penalty: 6079.829590
	Iteration 32Q: 3 clusters Score -2.840385e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 205580 members 
Entering Unmasked Estep 
Score: -28403790.000000 Penalty: 6079.829590
	Iteration 33Q: 3 clusters Score -2.840379e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 206076 members 
Entering Unmasked Estep 
Score: -28403688.000000 Penalty: 6079.829590
	Iteration 34Q: 3 clusters Score -2.840369e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 206542 members 
Entering Unmasked Estep 
Score: -28403562.000000 Penalty: 6079.829590
	Iteration 35Q: 3 clusters Score -2.840356e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 206934 members 
Entering Unmasked Estep 
Score: -28403382.000000 Penalty: 6079.829590
	Iteration 36Q: 3 clusters Score -2.840338e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 207287 members 
Entering Unmasked Estep 
Score: -28403404.000000 Penalty: 6079.829590
	Iteration 37Q: 3 clusters Score -2.84034e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -28403318.000000 Penalty: 6079.829590
	Iteration 38Q: 3 clusters Score -2.840332e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 207839 members 
Entering Unmasked Estep 
Score: -28403192.000000 Penalty: 6079.829590
	Iteration 39Q: 3 clusters Score -2.840319e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 208057 members 
Entering Unmasked Estep 
Score: -28403166.000000 Penalty: 6079.829590
	Iteration 40F: 3 clusters Score -2.840317e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 208254 members 
Entering Unmasked Estep 
Score: -28403136.000000 Penalty: 6079.829590
	Iteration 41Q: 3 clusters Score -2.840314e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 208402 members 
Entering Unmasked Estep 
Score: -28403114.000000 Penalty: 6079.829590
	Iteration 42Q: 3 clusters Score -2.840311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 208520 members 
Entering Unmasked Estep 
Score: -28403064.000000 Penalty: 6079.829590
	Iteration 43Q: 3 clusters Score -2.840306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 208622 members 
Entering Unmasked Estep 
Score: -28403020.000000 Penalty: 6079.829590
	Iteration 44Q: 3 clusters Score -2.840302e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 208693 members 
Entering Unmasked Estep 
Score: -28402980.000000 Penalty: 6079.829590
	Iteration 45Q: 3 clusters Score -2.840298e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 208758 members 
Entering Unmasked Estep 
Score: -28402906.000000 Penalty: 6079.829590
	Iteration 46Q: 3 clusters Score -2.840291e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 208815 members 
Entering Unmasked Estep 
Score: -28402902.000000 Penalty: 6079.829590
	Iteration 47Q: 3 clusters Score -2.84029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 208860 members 
Entering Unmasked Estep 
Score: -28402916.000000 Penalty: 6079.829590
	Iteration 48Q: 3 clusters Score -2.840292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 208899 members 
Entering Unmasked Estep 
Score: -28402866.000000 Penalty: 6079.829590
	Iteration 49Q: 3 clusters Score -2.840287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 208933 members 
Entering Unmasked Estep 
Score: -28402870.000000 Penalty: 6079.829590
	Iteration 50Q: 3 clusters Score -2.840287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -28402830.000000 Penalty: 6079.829590
	Iteration 51Q: 3 clusters Score -2.840283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 208992 members 
Entering Unmasked Estep 
Score: -28402826.000000 Penalty: 6079.829590
	Iteration 52Q: 3 clusters Score -2.840283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -28402830.000000 Penalty: 6079.829590
	Iteration 53Q: 3 clusters Score -2.840283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 209024 members 
Entering Unmasked Estep 
Score: -28402808.000000 Penalty: 6079.829590
	Iteration 54Q: 3 clusters Score -2.840281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 209040 members 
Entering Unmasked Estep 
Score: -28402792.000000 Penalty: 6079.829590
	Iteration 55Q: 3 clusters Score -2.840279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 209059 members 
Entering Unmasked Estep 
Score: -28402774.000000 Penalty: 6079.829590
	Iteration 56Q: 3 clusters Score -2.840277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 209077 members 
Entering Unmasked Estep 
Score: -28402790.000000 Penalty: 6079.829590
	Iteration 57Q: 3 clusters Score -2.840279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 209096 members 
Entering Unmasked Estep 
Score: -28402788.000000 Penalty: 6079.829590
	Iteration 58Q: 3 clusters Score -2.840279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 209115 members 
Entering Unmasked Estep 
Score: -28402800.000000 Penalty: 6079.829590
	Iteration 59Q: 3 clusters Score -2.84028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 209127 members 
Entering Unmasked Estep 
Score: -28402786.000000 Penalty: 6079.829590
	Iteration 60F: 3 clusters Score -2.840279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 209135 members 
Entering Unmasked Estep 
Score: -28402784.000000 Penalty: 6079.829590
	Iteration 61Q: 3 clusters Score -2.840278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 209146 members 
Entering Unmasked Estep 
Score: -28402778.000000 Penalty: 6079.829590
	Iteration 62Q: 3 clusters Score -2.840278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 209156 members 
Entering Unmasked Estep 
Score: -28402768.000000 Penalty: 6079.829590
	Iteration 63Q: 3 clusters Score -2.840277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 209168 members 
Entering Unmasked Estep 
Score: -28402754.000000 Penalty: 6079.829590
	Iteration 64Q: 3 clusters Score -2.840275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 209175 members 
Entering Unmasked Estep 
Score: -28402766.000000 Penalty: 6079.829590
	Iteration 65Q: 3 clusters Score -2.840277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 209183 members 
Entering Unmasked Estep 
Score: -28402746.000000 Penalty: 6079.829590
	Iteration 66Q: 3 clusters Score -2.840275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 209189 members 
Entering Unmasked Estep 
Score: -28402752.000000 Penalty: 6079.829590
	Iteration 67Q: 3 clusters Score -2.840275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 209198 members 
Entering Unmasked Estep 
Score: -28402762.000000 Penalty: 6079.829590
	Iteration 68Q: 3 clusters Score -2.840276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 209200 members 
Entering Unmasked Estep 
Score: -28402774.000000 Penalty: 6079.829590
	Iteration 69Q: 3 clusters Score -2.840277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 209204 members 
Entering Unmasked Estep 
Score: -28402768.000000 Penalty: 6079.829590
	Iteration 70Q: 3 clusters Score -2.840277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 209209 members 
Entering Unmasked Estep 
Score: -28402762.000000 Penalty: 6079.829590
	Iteration 71Q: 3 clusters Score -2.840276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 209212 members 
Entering Unmasked Estep 
Score: -28402776.000000 Penalty: 6079.829590
	Iteration 72Q: 3 clusters Score -2.840278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 209213 members 
Entering Unmasked Estep 
Score: -28402784.000000 Penalty: 6079.829590
	Iteration 73Q: 3 clusters Score -2.840278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 209213 members 
Entering Unmasked Estep 
Score: -28402784.000000 Penalty: 6079.829590
	Iteration 74F: 3 clusters Score -2.840278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (130567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130567 members 
Entering Unmasked Estep 
Score: -17729650.000000 Penalty: 2921.351318
	Iteration 0F: 2 clusters Score -1.772965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -17642520.000000 Penalty: 5842.702637
	Iteration 0F: 3 clusters Score -1.764252e+07 nChanged 62318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -17678850.000000 Penalty: 5842.702637
	Iteration 1F: 3 clusters Score -1.767885e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -17680762.000000 Penalty: 5842.702637
	Iteration 2Q: 3 clusters Score -1.768076e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -17683808.000000 Penalty: 5842.702637
	Iteration 3Q: 3 clusters Score -1.768381e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -17689042.000000 Penalty: 5842.702637
	Iteration 4F: 3 clusters Score -1.768904e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -17696754.000000 Penalty: 5842.702637
	Iteration 5F: 3 clusters Score -1.769675e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88334 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -17706020.000000 Penalty: 5842.702637
	Iteration 6F: 3 clusters Score -1.770602e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -17714182.000000 Penalty: 5842.702637
	Iteration 7F: 3 clusters Score -1.771418e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -17719560.000000 Penalty: 5842.702637
	Iteration 8F: 3 clusters Score -1.771956e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -17721920.000000 Penalty: 5842.702637
	Iteration 9Q: 3 clusters Score -1.772192e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -17722954.000000 Penalty: 5842.702637
	Iteration 10Q: 3 clusters Score -1.772295e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -17723728.000000 Penalty: 5842.702637
	Iteration 11Q: 3 clusters Score -1.772373e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -17724278.000000 Penalty: 5842.702637
	Iteration 12Q: 3 clusters Score -1.772428e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -17724646.000000 Penalty: 5842.702637
	Iteration 13Q: 3 clusters Score -1.772465e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -17725028.000000 Penalty: 5842.702637
	Iteration 14Q: 3 clusters Score -1.772503e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -17725424.000000 Penalty: 5842.702637
	Iteration 15Q: 3 clusters Score -1.772542e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -17725822.000000 Penalty: 5842.702637
	Iteration 16Q: 3 clusters Score -1.772582e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -17726058.000000 Penalty: 5842.702637
	Iteration 17Q: 3 clusters Score -1.772606e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -17726412.000000 Penalty: 5842.702637
	Iteration 18Q: 3 clusters Score -1.772641e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -17726658.000000 Penalty: 5842.702637
	Iteration 19Q: 3 clusters Score -1.772666e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -17726890.000000 Penalty: 5842.702637
	Iteration 20F: 3 clusters Score -1.772689e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -17727130.000000 Penalty: 5842.702637
	Iteration 21Q: 3 clusters Score -1.772713e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118074 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -17727378.000000 Penalty: 5842.702637
	Iteration 22Q: 3 clusters Score -1.772738e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -17727538.000000 Penalty: 5842.702637
	Iteration 23Q: 3 clusters Score -1.772754e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -17727672.000000 Penalty: 5842.702637
	Iteration 24Q: 3 clusters Score -1.772767e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -17727850.000000 Penalty: 5842.702637
	Iteration 25Q: 3 clusters Score -1.772785e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -17727922.000000 Penalty: 5842.702637
	Iteration 26Q: 3 clusters Score -1.772792e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121584 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -17728004.000000 Penalty: 5842.702637
	Iteration 27Q: 3 clusters Score -1.7728e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -17728080.000000 Penalty: 5842.702637
	Iteration 28Q: 3 clusters Score -1.772808e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -17728124.000000 Penalty: 5842.702637
	Iteration 29Q: 3 clusters Score -1.772812e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122879 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -17728182.000000 Penalty: 5842.702637
	Iteration 30Q: 3 clusters Score -1.772818e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -17728246.000000 Penalty: 5842.702637
	Iteration 31Q: 3 clusters Score -1.772825e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -17728308.000000 Penalty: 5842.702637
	Iteration 32Q: 3 clusters Score -1.772831e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -17728344.000000 Penalty: 5842.702637
	Iteration 33Q: 3 clusters Score -1.772834e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -17728366.000000 Penalty: 5842.702637
	Iteration 34Q: 3 clusters Score -1.772837e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -17728410.000000 Penalty: 5842.702637
	Iteration 35Q: 3 clusters Score -1.772841e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124462 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -17728444.000000 Penalty: 5842.702637
	Iteration 36Q: 3 clusters Score -1.772844e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -17728444.000000 Penalty: 5842.702637
	Iteration 37Q: 3 clusters Score -1.772844e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -17728434.000000 Penalty: 5842.702637
	Iteration 38Q: 3 clusters Score -1.772843e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -17728452.000000 Penalty: 5842.702637
	Iteration 39Q: 3 clusters Score -1.772845e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -17728462.000000 Penalty: 5842.702637
	Iteration 40F: 3 clusters Score -1.772846e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125146 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -17728454.000000 Penalty: 5842.702637
	Iteration 41Q: 3 clusters Score -1.772845e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -17728432.000000 Penalty: 5842.702637
	Iteration 42Q: 3 clusters Score -1.772843e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -17728466.000000 Penalty: 5842.702637
	Iteration 43Q: 3 clusters Score -1.772847e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -17728476.000000 Penalty: 5842.702637
	Iteration 44Q: 3 clusters Score -1.772848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125498 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -17728482.000000 Penalty: 5842.702637
	Iteration 45Q: 3 clusters Score -1.772848e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125562 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -17728484.000000 Penalty: 5842.702637
	Iteration 46Q: 3 clusters Score -1.772848e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -17728486.000000 Penalty: 5842.702637
	Iteration 47Q: 3 clusters Score -1.772849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -17728490.000000 Penalty: 5842.702637
	Iteration 48Q: 3 clusters Score -1.772849e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -17728480.000000 Penalty: 5842.702637
	Iteration 49Q: 3 clusters Score -1.772848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -17728462.000000 Penalty: 5842.702637
	Iteration 50Q: 3 clusters Score -1.772846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -17728432.000000 Penalty: 5842.702637
	Iteration 51Q: 3 clusters Score -1.772843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -17728452.000000 Penalty: 5842.702637
	Iteration 52Q: 3 clusters Score -1.772845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -17728476.000000 Penalty: 5842.702637
	Iteration 53Q: 3 clusters Score -1.772848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -17728478.000000 Penalty: 5842.702637
	Iteration 54Q: 3 clusters Score -1.772848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -17728472.000000 Penalty: 5842.702637
	Iteration 55Q: 3 clusters Score -1.772847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -17728484.000000 Penalty: 5842.702637
	Iteration 56Q: 3 clusters Score -1.772848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125892 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -17728490.000000 Penalty: 5842.702637
	Iteration 57Q: 3 clusters Score -1.772849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -17728486.000000 Penalty: 5842.702637
	Iteration 58Q: 3 clusters Score -1.772849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -17728474.000000 Penalty: 5842.702637
	Iteration 59Q: 3 clusters Score -1.772847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -17728478.000000 Penalty: 5842.702637
	Iteration 60F: 3 clusters Score -1.772848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Entering Unmasked Estep 
Score: -1744001.000000 Penalty: 2357.319580
	Iteration 0F: 2 clusters Score -1744001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1734120.875000 Penalty: 4714.639160
	Iteration 0F: 3 clusters Score -1734121 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1737090.625000 Penalty: 4714.639160
	Iteration 1F: 3 clusters Score -1737091 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1737455.375000 Penalty: 4714.639160
	Iteration 2F: 3 clusters Score -1737455 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1737767.125000 Penalty: 4714.639160
	Iteration 3Q: 3 clusters Score -1737767 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1738032.000000 Penalty: 4714.639160
	Iteration 4Q: 3 clusters Score -1738032 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1738288.750000 Penalty: 4714.639160
	Iteration 5Q: 3 clusters Score -1738289 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1738554.000000 Penalty: 4714.639160
	Iteration 6Q: 3 clusters Score -1738554 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1738798.125000 Penalty: 4714.639160
	Iteration 7Q: 3 clusters Score -1738798 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1739033.250000 Penalty: 4714.639160
	Iteration 8Q: 3 clusters Score -1739033 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1739242.250000 Penalty: 4714.639160
	Iteration 9Q: 3 clusters Score -1739242 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1739440.000000 Penalty: 4714.639160
	Iteration 10Q: 3 clusters Score -1739440 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1739585.625000 Penalty: 4714.639160
	Iteration 11Q: 3 clusters Score -1739586 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1739719.625000 Penalty: 4714.639160
	Iteration 12Q: 3 clusters Score -1739720 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1739835.125000 Penalty: 4714.639160
	Iteration 13Q: 3 clusters Score -1739835 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1739947.000000 Penalty: 4714.639160
	Iteration 14Q: 3 clusters Score -1739947 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1740049.125000 Penalty: 4714.639160
	Iteration 15Q: 3 clusters Score -1740049 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1740145.500000 Penalty: 4714.639160
	Iteration 16Q: 3 clusters Score -1740146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1740239.750000 Penalty: 4714.639160
	Iteration 17Q: 3 clusters Score -1740240 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1740331.625000 Penalty: 4714.639160
	Iteration 18Q: 3 clusters Score -1740332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1740411.000000 Penalty: 4714.639160
	Iteration 19Q: 3 clusters Score -1740411 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1740504.125000 Penalty: 4714.639160
	Iteration 20F: 3 clusters Score -1740504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1740579.375000 Penalty: 4714.639160
	Iteration 21Q: 3 clusters Score -1740579 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1740668.000000 Penalty: 4714.639160
	Iteration 22Q: 3 clusters Score -1740668 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1740750.375000 Penalty: 4714.639160
	Iteration 23Q: 3 clusters Score -1740750 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1740859.125000 Penalty: 4714.639160
	Iteration 24Q: 3 clusters Score -1740859 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1740974.250000 Penalty: 4714.639160
	Iteration 25Q: 3 clusters Score -1740974 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1741081.500000 Penalty: 4714.639160
	Iteration 26Q: 3 clusters Score -1741082 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1741187.750000 Penalty: 4714.639160
	Iteration 27Q: 3 clusters Score -1741188 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1741290.125000 Penalty: 4714.639160
	Iteration 28Q: 3 clusters Score -1741290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1741402.250000 Penalty: 4714.639160
	Iteration 29Q: 3 clusters Score -1741402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1741488.750000 Penalty: 4714.639160
	Iteration 30Q: 3 clusters Score -1741489 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1741570.000000 Penalty: 4714.639160
	Iteration 31Q: 3 clusters Score -1741570 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1741625.500000 Penalty: 4714.639160
	Iteration 32Q: 3 clusters Score -1741626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1741684.250000 Penalty: 4714.639160
	Iteration 33Q: 3 clusters Score -1741684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1741729.875000 Penalty: 4714.639160
	Iteration 34Q: 3 clusters Score -1741730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1741765.500000 Penalty: 4714.639160
	Iteration 35Q: 3 clusters Score -1741766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1741798.250000 Penalty: 4714.639160
	Iteration 36Q: 3 clusters Score -1741798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1741815.500000 Penalty: 4714.639160
	Iteration 37Q: 3 clusters Score -1741816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1741835.000000 Penalty: 4714.639160
	Iteration 38Q: 3 clusters Score -1741835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1741850.750000 Penalty: 4714.639160
	Iteration 39Q: 3 clusters Score -1741851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1741869.125000 Penalty: 4714.639160
	Iteration 40F: 3 clusters Score -1741869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1741881.875000 Penalty: 4714.639160
	Iteration 41Q: 3 clusters Score -1741882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1741894.000000 Penalty: 4714.639160
	Iteration 42Q: 3 clusters Score -1741894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1741900.625000 Penalty: 4714.639160
	Iteration 43Q: 3 clusters Score -1741901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1741910.375000 Penalty: 4714.639160
	Iteration 44Q: 3 clusters Score -1741910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1741912.375000 Penalty: 4714.639160
	Iteration 45Q: 3 clusters Score -1741912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1741918.750000 Penalty: 4714.639160
	Iteration 46Q: 3 clusters Score -1741919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1741924.875000 Penalty: 4714.639160
	Iteration 47Q: 3 clusters Score -1741925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1741933.000000 Penalty: 4714.639160
	Iteration 48Q: 3 clusters Score -1741933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1741939.375000 Penalty: 4714.639160
	Iteration 49Q: 3 clusters Score -1741939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1741946.125000 Penalty: 4714.639160
	Iteration 50Q: 3 clusters Score -1741946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1741963.875000 Penalty: 4714.639160
	Iteration 51Q: 3 clusters Score -1741964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1741966.625000 Penalty: 4714.639160
	Iteration 52Q: 3 clusters Score -1741967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1741969.000000 Penalty: 4714.639160
	Iteration 53Q: 3 clusters Score -1741969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1741971.000000 Penalty: 4714.639160
	Iteration 54Q: 3 clusters Score -1741971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1741972.000000 Penalty: 4714.639160
	Iteration 55Q: 3 clusters Score -1741972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1741971.625000 Penalty: 4714.639160
	Iteration 56Q: 3 clusters Score -1741972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1741974.750000 Penalty: 4714.639160
	Iteration 57Q: 3 clusters Score -1741975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1741978.000000 Penalty: 4714.639160
	Iteration 58Q: 3 clusters Score -1741978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1741980.375000 Penalty: 4714.639160
	Iteration 59Q: 3 clusters Score -1741980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1741991.375000 Penalty: 4714.639160
	Iteration 60F: 3 clusters Score -1741991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1741994.875000 Penalty: 4714.639160
	Iteration 61Q: 3 clusters Score -1741995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1742002.875000 Penalty: 4714.639160
	Iteration 62Q: 3 clusters Score -1742003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1742007.250000 Penalty: 4714.639160
	Iteration 63Q: 3 clusters Score -1742007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1742009.875000 Penalty: 4714.639160
	Iteration 64Q: 3 clusters Score -1742010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1742013.000000 Penalty: 4714.639160
	Iteration 65Q: 3 clusters Score -1742013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1742013.625000 Penalty: 4714.639160
	Iteration 66Q: 3 clusters Score -1742014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1742015.625000 Penalty: 4714.639160
	Iteration 67Q: 3 clusters Score -1742016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1742015.875000 Penalty: 4714.639160
	Iteration 68Q: 3 clusters Score -1742016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1742016.625000 Penalty: 4714.639160
	Iteration 69Q: 3 clusters Score -1742017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1742018.125000 Penalty: 4714.639160
	Iteration 70Q: 3 clusters Score -1742018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1742021.000000 Penalty: 4714.639160
	Iteration 71Q: 3 clusters Score -1742021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1742022.500000 Penalty: 4714.639160
	Iteration 72Q: 3 clusters Score -1742022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1742023.125000 Penalty: 4714.639160
	Iteration 73Q: 3 clusters Score -1742023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1742025.250000 Penalty: 4714.639160
	Iteration 74Q: 3 clusters Score -1742025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1742029.125000 Penalty: 4714.639160
	Iteration 75Q: 3 clusters Score -1742029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1742030.125000 Penalty: 4714.639160
	Iteration 76Q: 3 clusters Score -1742030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1742030.000000 Penalty: 4714.639160
	Iteration 77Q: 3 clusters Score -1742030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1742033.625000 Penalty: 4714.639160
	Iteration 78Q: 3 clusters Score -1742034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1742033.875000 Penalty: 4714.639160
	Iteration 79Q: 3 clusters Score -1742034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1742036.750000 Penalty: 4714.639160
	Iteration 80F: 3 clusters Score -1742037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1742038.500000 Penalty: 4714.639160
	Iteration 81Q: 3 clusters Score -1742038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1742038.500000 Penalty: 4714.639160
	Iteration 82F: 3 clusters Score -1742038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -139238.890625 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -139238.9 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 652 members 
Entering Unmasked Estep 
Score: -137232.437500 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -137232.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138536.875000 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -138536.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -140111.078125 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -140111.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -141053.015625 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -141053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -141379.406250 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -141379.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -141500.656250 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -141500.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -141724.093750 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -141724.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -141941.187500 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -141941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -142084.203125 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -142084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -142165.078125 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -142165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142226.203125 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -142226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142265.281250 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -142265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142281.406250 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -142281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -142287.625000 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -142287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142288.546875 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -142288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142289.140625 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -142289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142327.921875 Penalty: 3543.625977
	Iteration 16F: 3 clusters Score -142327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -142483.812500 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -142483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -142581.359375 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -142581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -142582.281250 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -142582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -142582.281250 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -142582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 180890 members 
Mstep: Class 5 contains 210601 members 
Mstep: Class 6 contains 130567 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 69458 members 
Mstep: Class 11 contains 44903 members 
Mstep: Class 12 contains 23216 members 
Mstep: Class 13 contains 10213 members 
Mstep: Class 14 contains 117593 members 
Mstep: Class 15 contains 32787 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 46056 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 4558 members 
Mstep: Class 21 contains 12788 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
Score: -126368592.000000 Penalty: 81966.351562
Splitting cluster 8 changes total score from -126366640.000000 to -126368592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -259055.515625 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -259055.5 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 1066 members 
Entering Unmasked Estep 
Score: -256408.218750 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -256408.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -256936.406250 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -256936.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257103.500000 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -257103.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -257222.515625 Penalty: 3788.546387
	Iteration 3F: 3 clusters Score -257222.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -257327.031250 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -257327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -257412.203125 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -257412.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -257489.484375 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -257489.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -257549.046875 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -257549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -257606.734375 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -257606.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -257675.265625 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -257675.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -257728.187500 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -257728.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -257791.390625 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -257791.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -257842.343750 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -257842.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -257894.578125 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -257894.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -257941.625000 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -257941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -257973.687500 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -257973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -258004.953125 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -258005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -258032.296875 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -258032.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -258056.890625 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -258056.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -258092.031250 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -258092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258116.734375 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -258116.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -258161.078125 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -258161.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -258233.375000 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -258233.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -258341.500000 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -258341.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -258488.859375 Penalty: 3788.546387
	Iteration 24Q: 3 clusters Score -258488.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -258615.343750 Penalty: 3788.546387
	Iteration 25Q: 3 clusters Score -258615.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -258667.265625 Penalty: 3788.546387
	Iteration 26Q: 3 clusters Score -258667.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -258698.218750 Penalty: 3788.546387
	Iteration 27Q: 3 clusters Score -258698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -258713.437500 Penalty: 3788.546387
	Iteration 28Q: 3 clusters Score -258713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258724.390625 Penalty: 3788.546387
	Iteration 29Q: 3 clusters Score -258724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -258730.234375 Penalty: 3788.546387
	Iteration 30Q: 3 clusters Score -258730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -258732.015625 Penalty: 3788.546387
	Iteration 31Q: 3 clusters Score -258732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258735.328125 Penalty: 3788.546387
	Iteration 32Q: 3 clusters Score -258735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258737.000000 Penalty: 3788.546387
	Iteration 33Q: 3 clusters Score -258737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -258738.140625 Penalty: 3788.546387
	Iteration 34Q: 3 clusters Score -258738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -258738.140625 Penalty: 3788.546387
	Iteration 35F: 3 clusters Score -258738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Entering Unmasked Estep 
Score: -9131706.000000 Penalty: 2764.822510
	Iteration 0F: 2 clusters Score -9131706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -9085225.000000 Penalty: 5529.645020
	Iteration 0F: 3 clusters Score -9085225 nChanged 32470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9103469.000000 Penalty: 5529.645020
	Iteration 1F: 3 clusters Score -9103469 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -9104306.000000 Penalty: 5529.645020
	Iteration 2Q: 3 clusters Score -9104306 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -9105579.000000 Penalty: 5529.645020
	Iteration 3Q: 3 clusters Score -9105579 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -9107531.000000 Penalty: 5529.645020
	Iteration 4F: 3 clusters Score -9107531 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9110660.000000 Penalty: 5529.645020
	Iteration 5F: 3 clusters Score -9110660 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -9115448.000000 Penalty: 5529.645020
	Iteration 6F: 3 clusters Score -9115448 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -9121168.000000 Penalty: 5529.645020
	Iteration 7F: 3 clusters Score -9121168 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -9125697.000000 Penalty: 5529.645020
	Iteration 8F: 3 clusters Score -9125697 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -9127932.000000 Penalty: 5529.645020
	Iteration 9Q: 3 clusters Score -9127932 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -9128739.000000 Penalty: 5529.645020
	Iteration 10Q: 3 clusters Score -9128739 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -9129024.000000 Penalty: 5529.645020
	Iteration 11Q: 3 clusters Score -9129024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -9129132.000000 Penalty: 5529.645020
	Iteration 12Q: 3 clusters Score -9129132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -9129175.000000 Penalty: 5529.645020
	Iteration 13Q: 3 clusters Score -9129175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -9129204.000000 Penalty: 5529.645020
	Iteration 14Q: 3 clusters Score -9129204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -9129240.000000 Penalty: 5529.645020
	Iteration 15Q: 3 clusters Score -9129240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -9129273.000000 Penalty: 5529.645020
	Iteration 16Q: 3 clusters Score -9129273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -9129280.000000 Penalty: 5529.645020
	Iteration 17Q: 3 clusters Score -9129280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -9129297.000000 Penalty: 5529.645020
	Iteration 18Q: 3 clusters Score -9129297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -9129301.000000 Penalty: 5529.645020
	Iteration 19Q: 3 clusters Score -9129301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -9129307.000000 Penalty: 5529.645020
	Iteration 20F: 3 clusters Score -9129307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9129307.000000 Penalty: 5529.645020
	Iteration 21Q: 3 clusters Score -9129307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9129312.000000 Penalty: 5529.645020
	Iteration 22Q: 3 clusters Score -9129312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9129312.000000 Penalty: 5529.645020
	Iteration 23F: 3 clusters Score -9129312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Entering Unmasked Estep 
Score: -6113528.500000 Penalty: 2656.640625
	Iteration 0F: 2 clusters Score -6113528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -6083130.000000 Penalty: 5313.281250
	Iteration 0F: 3 clusters Score -6083130 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6095044.500000 Penalty: 5313.281250
	Iteration 1F: 3 clusters Score -6095044 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -6095971.000000 Penalty: 5313.281250
	Iteration 2F: 3 clusters Score -6095971 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -6097124.500000 Penalty: 5313.281250
	Iteration 3F: 3 clusters Score -6097124 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -6098644.000000 Penalty: 5313.281250
	Iteration 4F: 3 clusters Score -6098644 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -6100663.500000 Penalty: 5313.281250
	Iteration 5F: 3 clusters Score -6100664 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -6103056.500000 Penalty: 5313.281250
	Iteration 6F: 3 clusters Score -6103056 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6105532.000000 Penalty: 5313.281250
	Iteration 7F: 3 clusters Score -6105532 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -6107518.500000 Penalty: 5313.281250
	Iteration 8F: 3 clusters Score -6107518 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6108884.000000 Penalty: 5313.281250
	Iteration 9Q: 3 clusters Score -6108884 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -6109749.000000 Penalty: 5313.281250
	Iteration 10Q: 3 clusters Score -6109749 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -6110194.000000 Penalty: 5313.281250
	Iteration 11Q: 3 clusters Score -6110194 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6110483.500000 Penalty: 5313.281250
	Iteration 12Q: 3 clusters Score -6110484 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -6110651.000000 Penalty: 5313.281250
	Iteration 13Q: 3 clusters Score -6110651 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -6110805.500000 Penalty: 5313.281250
	Iteration 14Q: 3 clusters Score -6110806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6110905.500000 Penalty: 5313.281250
	Iteration 15Q: 3 clusters Score -6110906 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -6110975.500000 Penalty: 5313.281250
	Iteration 16Q: 3 clusters Score -6110976 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6111068.000000 Penalty: 5313.281250
	Iteration 17Q: 3 clusters Score -6111068 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6111142.500000 Penalty: 5313.281250
	Iteration 18Q: 3 clusters Score -6111142 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6111181.000000 Penalty: 5313.281250
	Iteration 19Q: 3 clusters Score -6111181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6111233.000000 Penalty: 5313.281250
	Iteration 20F: 3 clusters Score -6111233 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6111293.000000 Penalty: 5313.281250
	Iteration 21Q: 3 clusters Score -6111293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6111323.500000 Penalty: 5313.281250
	Iteration 22Q: 3 clusters Score -6111324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6111351.000000 Penalty: 5313.281250
	Iteration 23Q: 3 clusters Score -6111351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6111386.500000 Penalty: 5313.281250
	Iteration 24Q: 3 clusters Score -6111386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6111402.000000 Penalty: 5313.281250
	Iteration 25Q: 3 clusters Score -6111402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6111434.500000 Penalty: 5313.281250
	Iteration 26Q: 3 clusters Score -6111434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6111440.500000 Penalty: 5313.281250
	Iteration 27Q: 3 clusters Score -6111440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6111454.000000 Penalty: 5313.281250
	Iteration 28Q: 3 clusters Score -6111454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6111461.500000 Penalty: 5313.281250
	Iteration 29Q: 3 clusters Score -6111462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6111474.000000 Penalty: 5313.281250
	Iteration 30Q: 3 clusters Score -6111474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6111500.000000 Penalty: 5313.281250
	Iteration 31Q: 3 clusters Score -6111500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6111510.500000 Penalty: 5313.281250
	Iteration 32Q: 3 clusters Score -6111510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6111517.500000 Penalty: 5313.281250
	Iteration 33Q: 3 clusters Score -6111518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6111534.000000 Penalty: 5313.281250
	Iteration 34Q: 3 clusters Score -6111534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6111544.000000 Penalty: 5313.281250
	Iteration 35Q: 3 clusters Score -6111544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6111550.500000 Penalty: 5313.281250
	Iteration 36Q: 3 clusters Score -6111550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6111546.500000 Penalty: 5313.281250
	Iteration 37Q: 3 clusters Score -6111546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6111553.500000 Penalty: 5313.281250
	Iteration 38Q: 3 clusters Score -6111554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6111560.500000 Penalty: 5313.281250
	Iteration 39Q: 3 clusters Score -6111560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6111567.000000 Penalty: 5313.281250
	Iteration 40F: 3 clusters Score -6111567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6111571.500000 Penalty: 5313.281250
	Iteration 41Q: 3 clusters Score -6111572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6111580.000000 Penalty: 5313.281250
	Iteration 42Q: 3 clusters Score -6111580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6111594.000000 Penalty: 5313.281250
	Iteration 43Q: 3 clusters Score -6111594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6111589.000000 Penalty: 5313.281250
	Iteration 44Q: 3 clusters Score -6111589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6111594.500000 Penalty: 5313.281250
	Iteration 45Q: 3 clusters Score -6111594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6111605.000000 Penalty: 5313.281250
	Iteration 46Q: 3 clusters Score -6111605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6111598.500000 Penalty: 5313.281250
	Iteration 47Q: 3 clusters Score -6111598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6111603.500000 Penalty: 5313.281250
	Iteration 48Q: 3 clusters Score -6111604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6111608.500000 Penalty: 5313.281250
	Iteration 49Q: 3 clusters Score -6111608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6111615.500000 Penalty: 5313.281250
	Iteration 50Q: 3 clusters Score -6111616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6111609.500000 Penalty: 5313.281250
	Iteration 51Q: 3 clusters Score -6111610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6111607.000000 Penalty: 5313.281250
	Iteration 52Q: 3 clusters Score -6111607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6111618.500000 Penalty: 5313.281250
	Iteration 53Q: 3 clusters Score -6111618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6111617.000000 Penalty: 5313.281250
	Iteration 54Q: 3 clusters Score -6111617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6111620.500000 Penalty: 5313.281250
	Iteration 55Q: 3 clusters Score -6111620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6111628.000000 Penalty: 5313.281250
	Iteration 56Q: 3 clusters Score -6111628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6111630.500000 Penalty: 5313.281250
	Iteration 57Q: 3 clusters Score -6111630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6111631.500000 Penalty: 5313.281250
	Iteration 58Q: 3 clusters Score -6111632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6111635.000000 Penalty: 5313.281250
	Iteration 59Q: 3 clusters Score -6111635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6111642.500000 Penalty: 5313.281250
	Iteration 60F: 3 clusters Score -6111642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6111655.000000 Penalty: 5313.281250
	Iteration 61Q: 3 clusters Score -6111655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6111638.500000 Penalty: 5313.281250
	Iteration 62Q: 3 clusters Score -6111638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6111645.500000 Penalty: 5313.281250
	Iteration 63Q: 3 clusters Score -6111646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6111649.500000 Penalty: 5313.281250
	Iteration 64Q: 3 clusters Score -6111650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6111652.000000 Penalty: 5313.281250
	Iteration 65Q: 3 clusters Score -6111652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6111659.000000 Penalty: 5313.281250
	Iteration 66Q: 3 clusters Score -6111659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6111656.500000 Penalty: 5313.281250
	Iteration 67Q: 3 clusters Score -6111656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6111660.000000 Penalty: 5313.281250
	Iteration 68Q: 3 clusters Score -6111660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6111665.000000 Penalty: 5313.281250
	Iteration 69Q: 3 clusters Score -6111665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6111663.500000 Penalty: 5313.281250
	Iteration 70Q: 3 clusters Score -6111664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6111671.000000 Penalty: 5313.281250
	Iteration 71Q: 3 clusters Score -6111671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6111668.500000 Penalty: 5313.281250
	Iteration 72Q: 3 clusters Score -6111668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6111673.500000 Penalty: 5313.281250
	Iteration 73Q: 3 clusters Score -6111674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6111676.000000 Penalty: 5313.281250
	Iteration 74Q: 3 clusters Score -6111676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6111674.000000 Penalty: 5313.281250
	Iteration 75Q: 3 clusters Score -6111674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6111674.500000 Penalty: 5313.281250
	Iteration 76Q: 3 clusters Score -6111674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6111674.500000 Penalty: 5313.281250
	Iteration 77F: 3 clusters Score -6111674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Entering Unmasked Estep 
Score: -3179398.000000 Penalty: 2493.043945
	Iteration 0F: 2 clusters Score -3179398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3163173.250000 Penalty: 4986.087891
	Iteration 0F: 3 clusters Score -3163173 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3168732.750000 Penalty: 4986.087891
	Iteration 1F: 3 clusters Score -3168733 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3169259.000000 Penalty: 4986.087891
	Iteration 2F: 3 clusters Score -3169259 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3169730.250000 Penalty: 4986.087891
	Iteration 3F: 3 clusters Score -3169730 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3170192.500000 Penalty: 4986.087891
	Iteration 4Q: 3 clusters Score -3170192 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3170759.750000 Penalty: 4986.087891
	Iteration 5Q: 3 clusters Score -3170760 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3171427.000000 Penalty: 4986.087891
	Iteration 6F: 3 clusters Score -3171427 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3172289.500000 Penalty: 4986.087891
	Iteration 7F: 3 clusters Score -3172290 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3173373.000000 Penalty: 4986.087891
	Iteration 8F: 3 clusters Score -3173373 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3174520.000000 Penalty: 4986.087891
	Iteration 9F: 3 clusters Score -3174520 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3175500.500000 Penalty: 4986.087891
	Iteration 10Q: 3 clusters Score -3175500 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3176215.000000 Penalty: 4986.087891
	Iteration 11Q: 3 clusters Score -3176215 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3176596.500000 Penalty: 4986.087891
	Iteration 12Q: 3 clusters Score -3176596 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3176809.500000 Penalty: 4986.087891
	Iteration 13Q: 3 clusters Score -3176810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3176926.000000 Penalty: 4986.087891
	Iteration 14Q: 3 clusters Score -3176926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3176999.250000 Penalty: 4986.087891
	Iteration 15Q: 3 clusters Score -3176999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3177044.750000 Penalty: 4986.087891
	Iteration 16Q: 3 clusters Score -3177045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3177071.250000 Penalty: 4986.087891
	Iteration 17Q: 3 clusters Score -3177071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3177096.000000 Penalty: 4986.087891
	Iteration 18Q: 3 clusters Score -3177096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3177111.000000 Penalty: 4986.087891
	Iteration 19Q: 3 clusters Score -3177111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3177130.750000 Penalty: 4986.087891
	Iteration 20F: 3 clusters Score -3177131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3177142.250000 Penalty: 4986.087891
	Iteration 21Q: 3 clusters Score -3177142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3177148.500000 Penalty: 4986.087891
	Iteration 22Q: 3 clusters Score -3177148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3177166.500000 Penalty: 4986.087891
	Iteration 23Q: 3 clusters Score -3177166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3177172.000000 Penalty: 4986.087891
	Iteration 24Q: 3 clusters Score -3177172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3177176.500000 Penalty: 4986.087891
	Iteration 25Q: 3 clusters Score -3177176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3177190.750000 Penalty: 4986.087891
	Iteration 26Q: 3 clusters Score -3177191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3177203.250000 Penalty: 4986.087891
	Iteration 27Q: 3 clusters Score -3177203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3177209.500000 Penalty: 4986.087891
	Iteration 28Q: 3 clusters Score -3177210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3177221.500000 Penalty: 4986.087891
	Iteration 29Q: 3 clusters Score -3177222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3177223.500000 Penalty: 4986.087891
	Iteration 30Q: 3 clusters Score -3177224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3177223.250000 Penalty: 4986.087891
	Iteration 31Q: 3 clusters Score -3177223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3177229.750000 Penalty: 4986.087891
	Iteration 32Q: 3 clusters Score -3177230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3177233.000000 Penalty: 4986.087891
	Iteration 33Q: 3 clusters Score -3177233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3177237.750000 Penalty: 4986.087891
	Iteration 34Q: 3 clusters Score -3177238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3177248.250000 Penalty: 4986.087891
	Iteration 35Q: 3 clusters Score -3177248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3177251.750000 Penalty: 4986.087891
	Iteration 36Q: 3 clusters Score -3177252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3177248.750000 Penalty: 4986.087891
	Iteration 37Q: 3 clusters Score -3177249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3177248.750000 Penalty: 4986.087891
	Iteration 38F: 3 clusters Score -3177249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Entering Unmasked Estep 
Score: -1298887.250000 Penalty: 2289.391357
	Iteration 0F: 2 clusters Score -1298887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1291090.625000 Penalty: 4578.782715
	Iteration 0F: 3 clusters Score -1291091 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1293469.000000 Penalty: 4578.782715
	Iteration 1F: 3 clusters Score -1293469 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1293809.375000 Penalty: 4578.782715
	Iteration 2F: 3 clusters Score -1293809 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1294042.500000 Penalty: 4578.782715
	Iteration 3F: 3 clusters Score -1294042 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1294265.875000 Penalty: 4578.782715
	Iteration 4Q: 3 clusters Score -1294266 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1294493.125000 Penalty: 4578.782715
	Iteration 5Q: 3 clusters Score -1294493 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1294675.625000 Penalty: 4578.782715
	Iteration 6Q: 3 clusters Score -1294676 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1294843.875000 Penalty: 4578.782715
	Iteration 7Q: 3 clusters Score -1294844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1295009.375000 Penalty: 4578.782715
	Iteration 8Q: 3 clusters Score -1295009 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1295167.625000 Penalty: 4578.782715
	Iteration 9Q: 3 clusters Score -1295168 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1295327.125000 Penalty: 4578.782715
	Iteration 10Q: 3 clusters Score -1295327 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1295497.500000 Penalty: 4578.782715
	Iteration 11Q: 3 clusters Score -1295498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1295652.125000 Penalty: 4578.782715
	Iteration 12Q: 3 clusters Score -1295652 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1295800.000000 Penalty: 4578.782715
	Iteration 13Q: 3 clusters Score -1295800 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1295929.750000 Penalty: 4578.782715
	Iteration 14Q: 3 clusters Score -1295930 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1296079.375000 Penalty: 4578.782715
	Iteration 15Q: 3 clusters Score -1296079 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1296266.250000 Penalty: 4578.782715
	Iteration 16Q: 3 clusters Score -1296266 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1296429.000000 Penalty: 4578.782715
	Iteration 17Q: 3 clusters Score -1296429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1296584.250000 Penalty: 4578.782715
	Iteration 18Q: 3 clusters Score -1296584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1296682.125000 Penalty: 4578.782715
	Iteration 19Q: 3 clusters Score -1296682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1296778.750000 Penalty: 4578.782715
	Iteration 20F: 3 clusters Score -1296779 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1296843.625000 Penalty: 4578.782715
	Iteration 21Q: 3 clusters Score -1296844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1296892.875000 Penalty: 4578.782715
	Iteration 22Q: 3 clusters Score -1296893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1296932.250000 Penalty: 4578.782715
	Iteration 23Q: 3 clusters Score -1296932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1296961.375000 Penalty: 4578.782715
	Iteration 24Q: 3 clusters Score -1296961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1296986.250000 Penalty: 4578.782715
	Iteration 25Q: 3 clusters Score -1296986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1297000.625000 Penalty: 4578.782715
	Iteration 26Q: 3 clusters Score -1297001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1297009.375000 Penalty: 4578.782715
	Iteration 27Q: 3 clusters Score -1297009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1297020.375000 Penalty: 4578.782715
	Iteration 28Q: 3 clusters Score -1297020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1297026.750000 Penalty: 4578.782715
	Iteration 29Q: 3 clusters Score -1297027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1297028.625000 Penalty: 4578.782715
	Iteration 30Q: 3 clusters Score -1297029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1297036.750000 Penalty: 4578.782715
	Iteration 31Q: 3 clusters Score -1297037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1297043.125000 Penalty: 4578.782715
	Iteration 32Q: 3 clusters Score -1297043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1297047.500000 Penalty: 4578.782715
	Iteration 33Q: 3 clusters Score -1297048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1297053.250000 Penalty: 4578.782715
	Iteration 34Q: 3 clusters Score -1297053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1297057.375000 Penalty: 4578.782715
	Iteration 35Q: 3 clusters Score -1297057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1297057.875000 Penalty: 4578.782715
	Iteration 36Q: 3 clusters Score -1297058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1297059.750000 Penalty: 4578.782715
	Iteration 37Q: 3 clusters Score -1297060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1297059.750000 Penalty: 4578.782715
	Iteration 38F: 3 clusters Score -1297060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Entering Unmasked Estep 
Score: -15970562.000000 Penalty: 2895.396240
	Iteration 0F: 2 clusters Score -1.597056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -15892454.000000 Penalty: 5790.792480
	Iteration 0F: 3 clusters Score -1.589245e+07 nChanged 55908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -15925501.000000 Penalty: 5790.792480
	Iteration 1F: 3 clusters Score -1.59255e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -15927934.000000 Penalty: 5790.792480
	Iteration 2Q: 3 clusters Score -1.592793e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -15932081.000000 Penalty: 5790.792480
	Iteration 3F: 3 clusters Score -1.593208e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -15939043.000000 Penalty: 5790.792480
	Iteration 4F: 3 clusters Score -1.593904e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -15948137.000000 Penalty: 5790.792480
	Iteration 5F: 3 clusters Score -1.594814e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -15956431.000000 Penalty: 5790.792480
	Iteration 6F: 3 clusters Score -1.595643e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -15961777.000000 Penalty: 5790.792480
	Iteration 7Q: 3 clusters Score -1.596178e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -15964137.000000 Penalty: 5790.792480
	Iteration 8Q: 3 clusters Score -1.596414e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -15965111.000000 Penalty: 5790.792480
	Iteration 9Q: 3 clusters Score -1.596511e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -15965668.000000 Penalty: 5790.792480
	Iteration 10Q: 3 clusters Score -1.596567e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -15966013.000000 Penalty: 5790.792480
	Iteration 11Q: 3 clusters Score -1.596601e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -15966302.000000 Penalty: 5790.792480
	Iteration 12Q: 3 clusters Score -1.59663e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -15966533.000000 Penalty: 5790.792480
	Iteration 13Q: 3 clusters Score -1.596653e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 108617 members 
Entering Unmasked Estep 
Score: -15966735.000000 Penalty: 5790.792480
	Iteration 14Q: 3 clusters Score -1.596674e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 109313 members 
Entering Unmasked Estep 
Score: -15966945.000000 Penalty: 5790.792480
	Iteration 15Q: 3 clusters Score -1.596694e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -15967033.000000 Penalty: 5790.792480
	Iteration 16Q: 3 clusters Score -1.596703e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -15967211.000000 Penalty: 5790.792480
	Iteration 17Q: 3 clusters Score -1.596721e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -15967360.000000 Penalty: 5790.792480
	Iteration 18Q: 3 clusters Score -1.596736e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -15967472.000000 Penalty: 5790.792480
	Iteration 19Q: 3 clusters Score -1.596747e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -15967580.000000 Penalty: 5790.792480
	Iteration 20F: 3 clusters Score -1.596758e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -15967715.000000 Penalty: 5790.792480
	Iteration 21Q: 3 clusters Score -1.596772e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -15967819.000000 Penalty: 5790.792480
	Iteration 22Q: 3 clusters Score -1.596782e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 113070 members 
Entering Unmasked Estep 
Score: -15967878.000000 Penalty: 5790.792480
	Iteration 23Q: 3 clusters Score -1.596788e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -15967967.000000 Penalty: 5790.792480
	Iteration 24Q: 3 clusters Score -1.596797e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -15968041.000000 Penalty: 5790.792480
	Iteration 25Q: 3 clusters Score -1.596804e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -15968061.000000 Penalty: 5790.792480
	Iteration 26Q: 3 clusters Score -1.596806e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -15968093.000000 Penalty: 5790.792480
	Iteration 27Q: 3 clusters Score -1.596809e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -15968124.000000 Penalty: 5790.792480
	Iteration 28Q: 3 clusters Score -1.596812e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 114116 members 
Entering Unmasked Estep 
Score: -15968156.000000 Penalty: 5790.792480
	Iteration 29Q: 3 clusters Score -1.596816e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -15968186.000000 Penalty: 5790.792480
	Iteration 30Q: 3 clusters Score -1.596819e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -15968201.000000 Penalty: 5790.792480
	Iteration 31Q: 3 clusters Score -1.59682e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 114425 members 
Entering Unmasked Estep 
Score: -15968238.000000 Penalty: 5790.792480
	Iteration 32Q: 3 clusters Score -1.596824e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -15968252.000000 Penalty: 5790.792480
	Iteration 33Q: 3 clusters Score -1.596825e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -15968261.000000 Penalty: 5790.792480
	Iteration 34Q: 3 clusters Score -1.596826e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -15968274.000000 Penalty: 5790.792480
	Iteration 35Q: 3 clusters Score -1.596827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -15968300.000000 Penalty: 5790.792480
	Iteration 36Q: 3 clusters Score -1.59683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -15968312.000000 Penalty: 5790.792480
	Iteration 37Q: 3 clusters Score -1.596831e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -15968323.000000 Penalty: 5790.792480
	Iteration 38Q: 3 clusters Score -1.596832e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -15968327.000000 Penalty: 5790.792480
	Iteration 39Q: 3 clusters Score -1.596833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -15968330.000000 Penalty: 5790.792480
	Iteration 40F: 3 clusters Score -1.596833e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -15968307.000000 Penalty: 5790.792480
	Iteration 41Q: 3 clusters Score -1.596831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -15968312.000000 Penalty: 5790.792480
	Iteration 42Q: 3 clusters Score -1.596831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -15968321.000000 Penalty: 5790.792480
	Iteration 43Q: 3 clusters Score -1.596832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -15968329.000000 Penalty: 5790.792480
	Iteration 44Q: 3 clusters Score -1.596833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -15968334.000000 Penalty: 5790.792480
	Iteration 45Q: 3 clusters Score -1.596833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 115145 members 
Entering Unmasked Estep 
Score: -15968324.000000 Penalty: 5790.792480
	Iteration 46Q: 3 clusters Score -1.596832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -15968344.000000 Penalty: 5790.792480
	Iteration 47Q: 3 clusters Score -1.596834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -15968350.000000 Penalty: 5790.792480
	Iteration 48Q: 3 clusters Score -1.596835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -15968365.000000 Penalty: 5790.792480
	Iteration 49Q: 3 clusters Score -1.596836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -15968374.000000 Penalty: 5790.792480
	Iteration 50Q: 3 clusters Score -1.596837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -15968369.000000 Penalty: 5790.792480
	Iteration 51Q: 3 clusters Score -1.596837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -15968375.000000 Penalty: 5790.792480
	Iteration 52Q: 3 clusters Score -1.596838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -15968356.000000 Penalty: 5790.792480
	Iteration 53Q: 3 clusters Score -1.596836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -15968362.000000 Penalty: 5790.792480
	Iteration 54Q: 3 clusters Score -1.596836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 115277 members 
Entering Unmasked Estep 
Score: -15968368.000000 Penalty: 5790.792480
	Iteration 55Q: 3 clusters Score -1.596837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 115284 members 
Entering Unmasked Estep 
Score: -15968369.000000 Penalty: 5790.792480
	Iteration 56Q: 3 clusters Score -1.596837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -15968370.000000 Penalty: 5790.792480
	Iteration 57Q: 3 clusters Score -1.596837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -15968382.000000 Penalty: 5790.792480
	Iteration 58Q: 3 clusters Score -1.596838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -15968388.000000 Penalty: 5790.792480
	Iteration 59Q: 3 clusters Score -1.596839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -15968398.000000 Penalty: 5790.792480
	Iteration 60F: 3 clusters Score -1.59684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -15968403.000000 Penalty: 5790.792480
	Iteration 61Q: 3 clusters Score -1.59684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -15968402.000000 Penalty: 5790.792480
	Iteration 62Q: 3 clusters Score -1.59684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -15968400.000000 Penalty: 5790.792480
	Iteration 63Q: 3 clusters Score -1.59684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -15968407.000000 Penalty: 5790.792480
	Iteration 64Q: 3 clusters Score -1.596841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 115324 members 
Entering Unmasked Estep 
Score: -15968405.000000 Penalty: 5790.792480
	Iteration 65Q: 3 clusters Score -1.59684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -15968397.000000 Penalty: 5790.792480
	Iteration 66Q: 3 clusters Score -1.59684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -15968407.000000 Penalty: 5790.792480
	Iteration 67Q: 3 clusters Score -1.596841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -15968404.000000 Penalty: 5790.792480
	Iteration 68Q: 3 clusters Score -1.59684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -15968399.000000 Penalty: 5790.792480
	Iteration 69Q: 3 clusters Score -1.59684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -15968399.000000 Penalty: 5790.792480
	Iteration 70F: 3 clusters Score -1.59684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Entering Unmasked Estep 
Score: -4469813.000000 Penalty: 2578.651123
	Iteration 0F: 2 clusters Score -4469813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4447390.000000 Penalty: 5157.302246
	Iteration 0F: 3 clusters Score -4447390 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4455306.000000 Penalty: 5157.302246
	Iteration 1F: 3 clusters Score -4455306 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4455787.000000 Penalty: 5157.302246
	Iteration 2Q: 3 clusters Score -4455787 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4456233.000000 Penalty: 5157.302246
	Iteration 3Q: 3 clusters Score -4456233 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4456764.000000 Penalty: 5157.302246
	Iteration 4Q: 3 clusters Score -4456764 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4457474.000000 Penalty: 5157.302246
	Iteration 5Q: 3 clusters Score -4457474 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4458357.000000 Penalty: 5157.302246
	Iteration 6Q: 3 clusters Score -4458357 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4459576.000000 Penalty: 5157.302246
	Iteration 7F: 3 clusters Score -4459576 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4460928.500000 Penalty: 5157.302246
	Iteration 8F: 3 clusters Score -4460928 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4462265.000000 Penalty: 5157.302246
	Iteration 9F: 3 clusters Score -4462265 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4463295.000000 Penalty: 5157.302246
	Iteration 10F: 3 clusters Score -4463295 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4463943.500000 Penalty: 5157.302246
	Iteration 11Q: 3 clusters Score -4463944 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4464299.000000 Penalty: 5157.302246
	Iteration 12Q: 3 clusters Score -4464299 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -4464525.500000 Penalty: 5157.302246
	Iteration 13Q: 3 clusters Score -4464526 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4464635.000000 Penalty: 5157.302246
	Iteration 14Q: 3 clusters Score -4464635 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4464726.000000 Penalty: 5157.302246
	Iteration 15Q: 3 clusters Score -4464726 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4464784.000000 Penalty: 5157.302246
	Iteration 16Q: 3 clusters Score -4464784 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4464829.000000 Penalty: 5157.302246
	Iteration 17Q: 3 clusters Score -4464829 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4464843.000000 Penalty: 5157.302246
	Iteration 18Q: 3 clusters Score -4464843 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4464874.500000 Penalty: 5157.302246
	Iteration 19Q: 3 clusters Score -4464874 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4464906.500000 Penalty: 5157.302246
	Iteration 20F: 3 clusters Score -4464906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4464912.500000 Penalty: 5157.302246
	Iteration 21Q: 3 clusters Score -4464912 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4464942.000000 Penalty: 5157.302246
	Iteration 22Q: 3 clusters Score -4464942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4464943.000000 Penalty: 5157.302246
	Iteration 23Q: 3 clusters Score -4464943 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4464948.000000 Penalty: 5157.302246
	Iteration 24Q: 3 clusters Score -4464948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4464962.500000 Penalty: 5157.302246
	Iteration 25Q: 3 clusters Score -4464962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4464967.000000 Penalty: 5157.302246
	Iteration 26Q: 3 clusters Score -4464967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4464973.500000 Penalty: 5157.302246
	Iteration 27Q: 3 clusters Score -4464974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4464992.500000 Penalty: 5157.302246
	Iteration 28Q: 3 clusters Score -4464992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4464997.000000 Penalty: 5157.302246
	Iteration 29Q: 3 clusters Score -4464997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4465034.500000 Penalty: 5157.302246
	Iteration 30Q: 3 clusters Score -4465034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4465039.000000 Penalty: 5157.302246
	Iteration 31Q: 3 clusters Score -4465039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4465043.000000 Penalty: 5157.302246
	Iteration 32Q: 3 clusters Score -4465043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4465048.500000 Penalty: 5157.302246
	Iteration 33Q: 3 clusters Score -4465048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4465062.500000 Penalty: 5157.302246
	Iteration 34Q: 3 clusters Score -4465062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4465069.000000 Penalty: 5157.302246
	Iteration 35Q: 3 clusters Score -4465069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4465069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4465058.500000 Penalty: 5157.302246
	Iteration 37Q: 3 clusters Score -4465058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4465059.500000 Penalty: 5157.302246
	Iteration 38Q: 3 clusters Score -4465060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4465066.000000 Penalty: 5157.302246
	Iteration 39Q: 3 clusters Score -4465066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4465072.500000 Penalty: 5157.302246
	Iteration 40F: 3 clusters Score -4465072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4465072.000000 Penalty: 5157.302246
	Iteration 41Q: 3 clusters Score -4465072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4465077.000000 Penalty: 5157.302246
	Iteration 42Q: 3 clusters Score -4465077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4465076.000000 Penalty: 5157.302246
	Iteration 43Q: 3 clusters Score -4465076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4465075.000000 Penalty: 5157.302246
	Iteration 44Q: 3 clusters Score -4465075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4465087.000000 Penalty: 5157.302246
	Iteration 45Q: 3 clusters Score -4465087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4465081.500000 Penalty: 5157.302246
	Iteration 46Q: 3 clusters Score -4465082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4465081.500000 Penalty: 5157.302246
	Iteration 47Q: 3 clusters Score -4465082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4465079.000000 Penalty: 5157.302246
	Iteration 48Q: 3 clusters Score -4465079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -4465088.000000 Penalty: 5157.302246
	Iteration 49Q: 3 clusters Score -4465088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4465087.000000 Penalty: 5157.302246
	Iteration 50Q: 3 clusters Score -4465087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4465089.500000 Penalty: 5157.302246
	Iteration 51Q: 3 clusters Score -4465090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4465084.000000 Penalty: 5157.302246
	Iteration 52Q: 3 clusters Score -4465084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4465087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4465088.500000 Penalty: 5157.302246
	Iteration 54Q: 3 clusters Score -4465088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4465100.000000 Penalty: 5157.302246
	Iteration 55Q: 3 clusters Score -4465100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4465100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4465103.000000 Penalty: 5157.302246
	Iteration 57Q: 3 clusters Score -4465103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4465100.500000 Penalty: 5157.302246
	Iteration 58Q: 3 clusters Score -4465100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4465099.500000 Penalty: 5157.302246
	Iteration 59Q: 3 clusters Score -4465100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4465105.500000 Penalty: 5157.302246
	Iteration 60F: 3 clusters Score -4465106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -4465100.500000 Penalty: 5157.302246
	Iteration 61Q: 3 clusters Score -4465100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4465095.500000 Penalty: 5157.302246
	Iteration 62Q: 3 clusters Score -4465096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4465094.000000 Penalty: 5157.302246
	Iteration 63Q: 3 clusters Score -4465094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4465099.500000 Penalty: 5157.302246
	Iteration 64Q: 3 clusters Score -4465100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4465100.000000 Penalty: 5157.302246
	Iteration 65Q: 3 clusters Score -4465100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4465111.500000 Penalty: 5157.302246
	Iteration 66Q: 3 clusters Score -4465112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4465103.000000 Penalty: 5157.302246
	Iteration 67Q: 3 clusters Score -4465103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -4465110.000000 Penalty: 5157.302246
	Iteration 68Q: 3 clusters Score -4465110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4465106.500000 Penalty: 5157.302246
	Iteration 69Q: 3 clusters Score -4465106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4465115.500000 Penalty: 5157.302246
	Iteration 70Q: 3 clusters Score -4465116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4465128.500000 Penalty: 5157.302246
	Iteration 71Q: 3 clusters Score -4465128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4465130.500000 Penalty: 5157.302246
	Iteration 72Q: 3 clusters Score -4465130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4465147.500000 Penalty: 5157.302246
	Iteration 73Q: 3 clusters Score -4465148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4465148.000000 Penalty: 5157.302246
	Iteration 74Q: 3 clusters Score -4465148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4465146.000000 Penalty: 5157.302246
	Iteration 75Q: 3 clusters Score -4465146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4465147.000000 Penalty: 5157.302246
	Iteration 76Q: 3 clusters Score -4465147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4465151.000000 Penalty: 5157.302246
	Iteration 77Q: 3 clusters Score -4465151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -4465148.500000 Penalty: 5157.302246
	Iteration 78Q: 3 clusters Score -4465148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4465154.500000 Penalty: 5157.302246
	Iteration 79Q: 3 clusters Score -4465154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4465159.500000 Penalty: 5157.302246
	Iteration 80F: 3 clusters Score -4465160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4465157.000000 Penalty: 5157.302246
	Iteration 81Q: 3 clusters Score -4465157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4465167.000000 Penalty: 5157.302246
	Iteration 82Q: 3 clusters Score -4465167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4465155.500000 Penalty: 5157.302246
	Iteration 83Q: 3 clusters Score -4465156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4465158.500000 Penalty: 5157.302246
	Iteration 84Q: 3 clusters Score -4465158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4465160.000000 Penalty: 5157.302246
	Iteration 85Q: 3 clusters Score -4465160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -4465164.000000 Penalty: 5157.302246
	Iteration 86Q: 3 clusters Score -4465164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4465166.500000 Penalty: 5157.302246
	Iteration 87Q: 3 clusters Score -4465166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4465168.500000 Penalty: 5157.302246
	Iteration 88Q: 3 clusters Score -4465168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4465167.000000 Penalty: 5157.302246
	Iteration 89Q: 3 clusters Score -4465167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4465171.500000 Penalty: 5157.302246
	Iteration 90Q: 3 clusters Score -4465172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4465170.000000 Penalty: 5157.302246
	Iteration 91Q: 3 clusters Score -4465170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4465168.500000 Penalty: 5157.302246
	Iteration 92Q: 3 clusters Score -4465168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4465173.000000 Penalty: 5157.302246
	Iteration 93Q: 3 clusters Score -4465173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4465174.000000 Penalty: 5157.302246
	Iteration 94Q: 3 clusters Score -4465174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4465177.500000 Penalty: 5157.302246
	Iteration 95Q: 3 clusters Score -4465178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4465173.500000 Penalty: 5157.302246
	Iteration 96Q: 3 clusters Score -4465174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4465176.000000 Penalty: 5157.302246
	Iteration 97Q: 3 clusters Score -4465176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4465176.000000 Penalty: 5157.302246
	Iteration 98Q: 3 clusters Score -4465176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -4465179.500000 Penalty: 5157.302246
	Iteration 99Q: 3 clusters Score -4465180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4465181.000000 Penalty: 5157.302246
	Iteration 100F: 3 clusters Score -4465181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4465183.500000 Penalty: 5157.302246
	Iteration 101Q: 3 clusters Score -4465184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4465182.500000 Penalty: 5157.302246
	Iteration 102Q: 3 clusters Score -4465182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4465180.000000 Penalty: 5157.302246
	Iteration 103Q: 3 clusters Score -4465180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4465185.000000 Penalty: 5157.302246
	Iteration 104Q: 3 clusters Score -4465185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4465191.000000 Penalty: 5157.302246
	Iteration 105Q: 3 clusters Score -4465191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4465204.000000 Penalty: 5157.302246
	Iteration 106Q: 3 clusters Score -4465204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4465199.000000 Penalty: 5157.302246
	Iteration 107Q: 3 clusters Score -4465199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4465198.000000 Penalty: 5157.302246
	Iteration 108Q: 3 clusters Score -4465198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4465202.500000 Penalty: 5157.302246
	Iteration 109Q: 3 clusters Score -4465202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4465214.000000 Penalty: 5157.302246
	Iteration 110Q: 3 clusters Score -4465214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4465231.000000 Penalty: 5157.302246
	Iteration 111Q: 3 clusters Score -4465231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4465221.500000 Penalty: 5157.302246
	Iteration 112Q: 3 clusters Score -4465222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4465236.000000 Penalty: 5157.302246
	Iteration 113Q: 3 clusters Score -4465236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4465243.000000 Penalty: 5157.302246
	Iteration 114Q: 3 clusters Score -4465243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4465266.000000 Penalty: 5157.302246
	Iteration 115Q: 3 clusters Score -4465266 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4465274.500000 Penalty: 5157.302246
	Iteration 116Q: 3 clusters Score -4465274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4465284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4465295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4465294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4465296.500000 Penalty: 5157.302246
	Iteration 120F: 3 clusters Score -4465296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4465291.000000 Penalty: 5157.302246
	Iteration 121Q: 3 clusters Score -4465291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4465293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4465302 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4465304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4465308.500000 Penalty: 5157.302246
	Iteration 125Q: 3 clusters Score -4465308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4465333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4465348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4465351.500000 Penalty: 5157.302246
	Iteration 128Q: 3 clusters Score -4465352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4465365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4465371.500000 Penalty: 5157.302246
	Iteration 130Q: 3 clusters Score -4465372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4465383.500000 Penalty: 5157.302246
	Iteration 131Q: 3 clusters Score -4465384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4465382.000000 Penalty: 5157.302246
	Iteration 132Q: 3 clusters Score -4465382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4465390.000000 Penalty: 5157.302246
	Iteration 133Q: 3 clusters Score -4465390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4465392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4465393.000000 Penalty: 5157.302246
	Iteration 135Q: 3 clusters Score -4465393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4465391.500000 Penalty: 5157.302246
	Iteration 136Q: 3 clusters Score -4465392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4465404.000000 Penalty: 5157.302246
	Iteration 137Q: 3 clusters Score -4465404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4465412.000000 Penalty: 5157.302246
	Iteration 138Q: 3 clusters Score -4465412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4465411.000000 Penalty: 5157.302246
	Iteration 139Q: 3 clusters Score -4465411 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4465435.000000 Penalty: 5157.302246
	Iteration 140F: 3 clusters Score -4465435 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4465458.500000 Penalty: 5157.302246
	Iteration 141Q: 3 clusters Score -4465458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4465466.000000 Penalty: 5157.302246
	Iteration 142Q: 3 clusters Score -4465466 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4465475.000000 Penalty: 5157.302246
	Iteration 143Q: 3 clusters Score -4465475 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4465486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4465497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4465524.000000 Penalty: 5157.302246
	Iteration 146Q: 3 clusters Score -4465524 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4465549.000000 Penalty: 5157.302246
	Iteration 147Q: 3 clusters Score -4465549 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4465571.000000 Penalty: 5157.302246
	Iteration 148Q: 3 clusters Score -4465571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4465618.500000 Penalty: 5157.302246
	Iteration 149Q: 3 clusters Score -4465618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4465628.000000 Penalty: 5157.302246
	Iteration 150Q: 3 clusters Score -4465628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4465645.000000 Penalty: 5157.302246
	Iteration 151Q: 3 clusters Score -4465645 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4465670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4465717.000000 Penalty: 5157.302246
	Iteration 153Q: 3 clusters Score -4465717 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4465750 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4465787 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4465826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4465857 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4465896 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4465918 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -4465941.500000 Penalty: 5157.302246
	Iteration 160F: 3 clusters Score -4465942 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4465996.500000 Penalty: 5157.302246
	Iteration 161Q: 3 clusters Score -4465996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4466048.000000 Penalty: 5157.302246
	Iteration 162Q: 3 clusters Score -4466048 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4466056.000000 Penalty: 5157.302246
	Iteration 163Q: 3 clusters Score -4466056 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4466116.500000 Penalty: 5157.302246
	Iteration 164Q: 3 clusters Score -4466116 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4466165.000000 Penalty: 5157.302246
	Iteration 165Q: 3 clusters Score -4466165 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4466216 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4466282.000000 Penalty: 5157.302246
	Iteration 167Q: 3 clusters Score -4466282 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4466315.000000 Penalty: 5157.302246
	Iteration 168Q: 3 clusters Score -4466315 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4466336.000000 Penalty: 5157.302246
	Iteration 169Q: 3 clusters Score -4466336 nChanged 211
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Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4466395.500000 Penalty: 5157.302246
	Iteration 170Q: 3 clusters Score -4466396 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4466448 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4466485.000000 Penalty: 5157.302246
	Iteration 172Q: 3 clusters Score -4466485 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4466518.000000 Penalty: 5157.302246
	Iteration 173Q: 3 clusters Score -4466518 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -4466570.000000 Penalty: 5157.302246
	Iteration 174Q: 3 clusters Score -4466570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -4466605.500000 Penalty: 5157.302246
	Iteration 175Q: 3 clusters Score -4466606 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4466647.000000 Penalty: 5157.302246
	Iteration 176Q: 3 clusters Score -4466647 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4466674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4466692.000000 Penalty: 5157.302246
	Iteration 178Q: 3 clusters Score -4466692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4466725.000000 Penalty: 5157.302246
	Iteration 179Q: 3 clusters Score -4466725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4466750.500000 Penalty: 5157.302246
	Iteration 180F: 3 clusters Score -4466750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -4466765.000000 Penalty: 5157.302246
	Iteration 181Q: 3 clusters Score -4466765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4466799.000000 Penalty: 5157.302246
	Iteration 182Q: 3 clusters Score -4466799 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4466821.500000 Penalty: 5157.302246
	Iteration 183Q: 3 clusters Score -4466822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4466843.000000 Penalty: 5157.302246
	Iteration 184Q: 3 clusters Score -4466843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4466872 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6030 members 
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Entering Unmasked Estep 
Score: -4466869.000000 Penalty: 5157.302246
	Iteration 186Q: 3 clusters Score -4466869 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4466900.500000 Penalty: 5157.302246
	Iteration 187Q: 3 clusters Score -4466900 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4466922.000000 Penalty: 5157.302246
	Iteration 188Q: 3 clusters Score -4466922 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -4466939.500000 Penalty: 5157.302246
	Iteration 189Q: 3 clusters Score -4466940 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4466954.000000 Penalty: 5157.302246
	Iteration 190Q: 3 clusters Score -4466954 nChanged 88
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4466976.000000 Penalty: 5157.302246
	Iteration 191Q: 3 clusters Score -4466976 nChanged 80
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4466976 nChanged 85
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Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4467005.500000 Penalty: 5157.302246
	Iteration 193Q: 3 clusters Score -4467006 nChanged 75
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Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4467017.500000 Penalty: 5157.302246
	Iteration 194Q: 3 clusters Score -4467018 nChanged 70
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Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4467020 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4467030.500000 Penalty: 5157.302246
	Iteration 196Q: 3 clusters Score -4467030 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -4467051.000000 Penalty: 5157.302246
	Iteration 197Q: 3 clusters Score -4467051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4467067.500000 Penalty: 5157.302246
	Iteration 198Q: 3 clusters Score -4467068 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
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Entering Unmasked Estep 
Score: -4467074.500000 Penalty: 5157.302246
	Iteration 199Q: 3 clusters Score -4467074 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4467074 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4467091.500000 Penalty: 5157.302246
	Iteration 201Q: 3 clusters Score -4467092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4467105.000000 Penalty: 5157.302246
	Iteration 202Q: 3 clusters Score -4467105 nChanged 62
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Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4467121.000000 Penalty: 5157.302246
	Iteration 203Q: 3 clusters Score -4467121 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4467129.000000 Penalty: 5157.302246
	Iteration 204Q: 3 clusters Score -4467129 nChanged 59
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Mstep: Class 1 contains 4617 members 
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Entering Unmasked Estep 
Score: -4467137.000000 Penalty: 5157.302246
	Iteration 205Q: 3 clusters Score -4467137 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4467142.000000 Penalty: 5157.302246
	Iteration 206Q: 3 clusters Score -4467142 nChanged 59
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Mstep: Class 1 contains 4500 members 
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Entering Unmasked Estep 
Score: -4467152.000000 Penalty: 5157.302246
	Iteration 207Q: 3 clusters Score -4467152 nChanged 48
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Mstep: Class 1 contains 4452 members 
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Entering Unmasked Estep 
Score: -4467155.000000 Penalty: 5157.302246
	Iteration 208Q: 3 clusters Score -4467155 nChanged 54
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Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4467169.500000 Penalty: 5157.302246
	Iteration 209Q: 3 clusters Score -4467170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4467178.000000 Penalty: 5157.302246
	Iteration 210Q: 3 clusters Score -4467178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4467190.500000 Penalty: 5157.302246
	Iteration 211Q: 3 clusters Score -4467190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4467198.500000 Penalty: 5157.302246
	Iteration 212Q: 3 clusters Score -4467198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4467207.000000 Penalty: 5157.302246
	Iteration 213Q: 3 clusters Score -4467207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4467221.000000 Penalty: 5157.302246
	Iteration 214Q: 3 clusters Score -4467221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4467232.000000 Penalty: 5157.302246
	Iteration 215Q: 3 clusters Score -4467232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4467244.000000 Penalty: 5157.302246
	Iteration 216Q: 3 clusters Score -4467244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4467244.500000 Penalty: 5157.302246
	Iteration 217Q: 3 clusters Score -4467244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4467256.000000 Penalty: 5157.302246
	Iteration 218Q: 3 clusters Score -4467256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4467270.000000 Penalty: 5157.302246
	Iteration 219Q: 3 clusters Score -4467270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4467282.500000 Penalty: 5157.302246
	Iteration 220F: 3 clusters Score -4467282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4467281.000000 Penalty: 5157.302246
	Iteration 221Q: 3 clusters Score -4467281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4467282.500000 Penalty: 5157.302246
	Iteration 222Q: 3 clusters Score -4467282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4467281.500000 Penalty: 5157.302246
	Iteration 223Q: 3 clusters Score -4467282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4467288.500000 Penalty: 5157.302246
	Iteration 224Q: 3 clusters Score -4467288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4467291.500000 Penalty: 5157.302246
	Iteration 225Q: 3 clusters Score -4467292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4467292.500000 Penalty: 5157.302246
	Iteration 226Q: 3 clusters Score -4467292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4467302.000000 Penalty: 5157.302246
	Iteration 227Q: 3 clusters Score -4467302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4467302.500000 Penalty: 5157.302246
	Iteration 228Q: 3 clusters Score -4467302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -4467298.500000 Penalty: 5157.302246
	Iteration 229Q: 3 clusters Score -4467298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4467297.000000 Penalty: 5157.302246
	Iteration 230Q: 3 clusters Score -4467297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4467303.000000 Penalty: 5157.302246
	Iteration 231Q: 3 clusters Score -4467303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -4467306.500000 Penalty: 5157.302246
	Iteration 232Q: 3 clusters Score -4467306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4467310.000000 Penalty: 5157.302246
	Iteration 233Q: 3 clusters Score -4467310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4467313.000000 Penalty: 5157.302246
	Iteration 234Q: 3 clusters Score -4467313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4467311.500000 Penalty: 5157.302246
	Iteration 235Q: 3 clusters Score -4467312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4467311.000000 Penalty: 5157.302246
	Iteration 236Q: 3 clusters Score -4467311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4467310.000000 Penalty: 5157.302246
	Iteration 237Q: 3 clusters Score -4467310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4467318.000000 Penalty: 5157.302246
	Iteration 238Q: 3 clusters Score -4467318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4467315.000000 Penalty: 5157.302246
	Iteration 239Q: 3 clusters Score -4467315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4467318.000000 Penalty: 5157.302246
	Iteration 240F: 3 clusters Score -4467318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4467309.500000 Penalty: 5157.302246
	Iteration 241Q: 3 clusters Score -4467310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -4467314.500000 Penalty: 5157.302246
	Iteration 242Q: 3 clusters Score -4467314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4467314.000000 Penalty: 5157.302246
	Iteration 243Q: 3 clusters Score -4467314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4467314.500000 Penalty: 5157.302246
	Iteration 244Q: 3 clusters Score -4467314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -4467320.000000 Penalty: 5157.302246
	Iteration 245Q: 3 clusters Score -4467320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4467320.500000 Penalty: 5157.302246
	Iteration 246Q: 3 clusters Score -4467320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4467326.500000 Penalty: 5157.302246
	Iteration 247Q: 3 clusters Score -4467326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4467324.000000 Penalty: 5157.302246
	Iteration 248Q: 3 clusters Score -4467324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4467324.500000 Penalty: 5157.302246
	Iteration 249Q: 3 clusters Score -4467324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4467325.500000 Penalty: 5157.302246
	Iteration 250Q: 3 clusters Score -4467326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4467331.000000 Penalty: 5157.302246
	Iteration 251Q: 3 clusters Score -4467331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4467331.000000 Penalty: 5157.302246
	Iteration 252Q: 3 clusters Score -4467331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4467334.500000 Penalty: 5157.302246
	Iteration 253Q: 3 clusters Score -4467334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4467332.000000 Penalty: 5157.302246
	Iteration 254Q: 3 clusters Score -4467332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4467335.000000 Penalty: 5157.302246
	Iteration 255Q: 3 clusters Score -4467335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4467333.500000 Penalty: 5157.302246
	Iteration 256Q: 3 clusters Score -4467334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4467336.000000 Penalty: 5157.302246
	Iteration 257Q: 3 clusters Score -4467336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4467337.500000 Penalty: 5157.302246
	Iteration 258Q: 3 clusters Score -4467338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4467333.000000 Penalty: 5157.302246
	Iteration 259Q: 3 clusters Score -4467333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4467335.500000 Penalty: 5157.302246
	Iteration 260F: 3 clusters Score -4467336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4467334.500000 Penalty: 5157.302246
	Iteration 261Q: 3 clusters Score -4467334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4467336.500000 Penalty: 5157.302246
	Iteration 262Q: 3 clusters Score -4467336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4467335.000000 Penalty: 5157.302246
	Iteration 263Q: 3 clusters Score -4467335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4467335.000000 Penalty: 5157.302246
	Iteration 264F: 3 clusters Score -4467335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Entering Unmasked Estep 
Score: -1402911.750000 Penalty: 2290.433350
	Iteration 0F: 2 clusters Score -1402912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1395043.375000 Penalty: 4580.866699
	Iteration 0F: 3 clusters Score -1395043 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1397325.750000 Penalty: 4580.866699
	Iteration 1F: 3 clusters Score -1397326 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1397591.750000 Penalty: 4580.866699
	Iteration 2F: 3 clusters Score -1397592 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1397752.875000 Penalty: 4580.866699
	Iteration 3Q: 3 clusters Score -1397753 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1397867.500000 Penalty: 4580.866699
	Iteration 4Q: 3 clusters Score -1397868 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1397948.000000 Penalty: 4580.866699
	Iteration 5Q: 3 clusters Score -1397948 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1398010.625000 Penalty: 4580.866699
	Iteration 6Q: 3 clusters Score -1398011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1398064.875000 Penalty: 4580.866699
	Iteration 7Q: 3 clusters Score -1398065 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1398098.250000 Penalty: 4580.866699
	Iteration 8Q: 3 clusters Score -1398098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1398127.750000 Penalty: 4580.866699
	Iteration 9Q: 3 clusters Score -1398128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1398163.500000 Penalty: 4580.866699
	Iteration 10Q: 3 clusters Score -1398164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1398191.250000 Penalty: 4580.866699
	Iteration 11Q: 3 clusters Score -1398191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1398216.125000 Penalty: 4580.866699
	Iteration 12Q: 3 clusters Score -1398216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1398237.250000 Penalty: 4580.866699
	Iteration 13Q: 3 clusters Score -1398237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1398256.875000 Penalty: 4580.866699
	Iteration 14Q: 3 clusters Score -1398257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1398285.250000 Penalty: 4580.866699
	Iteration 15Q: 3 clusters Score -1398285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1398314.625000 Penalty: 4580.866699
	Iteration 16Q: 3 clusters Score -1398315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1398350.750000 Penalty: 4580.866699
	Iteration 17Q: 3 clusters Score -1398351 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1398392.750000 Penalty: 4580.866699
	Iteration 18Q: 3 clusters Score -1398393 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1398439.375000 Penalty: 4580.866699
	Iteration 19Q: 3 clusters Score -1398439 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1398500.500000 Penalty: 4580.866699
	Iteration 20F: 3 clusters Score -1398500 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1398578.875000 Penalty: 4580.866699
	Iteration 21Q: 3 clusters Score -1398579 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1398658.500000 Penalty: 4580.866699
	Iteration 22Q: 3 clusters Score -1398658 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1398765.375000 Penalty: 4580.866699
	Iteration 23Q: 3 clusters Score -1398765 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1398913.125000 Penalty: 4580.866699
	Iteration 24Q: 3 clusters Score -1398913 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1399080.000000 Penalty: 4580.866699
	Iteration 25Q: 3 clusters Score -1399080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1399299.875000 Penalty: 4580.866699
	Iteration 26Q: 3 clusters Score -1399300 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1399548.500000 Penalty: 4580.866699
	Iteration 27Q: 3 clusters Score -1399548 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1399820.750000 Penalty: 4580.866699
	Iteration 28Q: 3 clusters Score -1399821 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1400054.000000 Penalty: 4580.866699
	Iteration 29Q: 3 clusters Score -1400054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1400262.000000 Penalty: 4580.866699
	Iteration 30Q: 3 clusters Score -1400262 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1400451.250000 Penalty: 4580.866699
	Iteration 31Q: 3 clusters Score -1400451 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1400579.750000 Penalty: 4580.866699
	Iteration 32Q: 3 clusters Score -1400580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1400664.750000 Penalty: 4580.866699
	Iteration 33Q: 3 clusters Score -1400665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1400724.000000 Penalty: 4580.866699
	Iteration 34Q: 3 clusters Score -1400724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1400766.875000 Penalty: 4580.866699
	Iteration 35Q: 3 clusters Score -1400767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1400810.000000 Penalty: 4580.866699
	Iteration 36Q: 3 clusters Score -1400810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1400846.500000 Penalty: 4580.866699
	Iteration 37Q: 3 clusters Score -1400846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1400863.250000 Penalty: 4580.866699
	Iteration 38Q: 3 clusters Score -1400863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1400875.875000 Penalty: 4580.866699
	Iteration 39Q: 3 clusters Score -1400876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1400884.250000 Penalty: 4580.866699
	Iteration 40F: 3 clusters Score -1400884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1400892.000000 Penalty: 4580.866699
	Iteration 41Q: 3 clusters Score -1400892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1400905.000000 Penalty: 4580.866699
	Iteration 42Q: 3 clusters Score -1400905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1400911.750000 Penalty: 4580.866699
	Iteration 43Q: 3 clusters Score -1400912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1400913.125000 Penalty: 4580.866699
	Iteration 44Q: 3 clusters Score -1400913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1400919.125000 Penalty: 4580.866699
	Iteration 45Q: 3 clusters Score -1400919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1400919.125000 Penalty: 4580.866699
	Iteration 46F: 3 clusters Score -1400919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -100253.132812 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -100253.1 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 486 members 
Entering Unmasked Estep 
Score: -98578.148438 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -98578.15 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99570.359375 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -99570.36 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100543.148438 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -100543.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101249.367188 Penalty: 3396.610596
	Iteration 3F: 3 clusters Score -101249.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101767.117188 Penalty: 3396.610596
	Iteration 4F: 3 clusters Score -101767.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102223.171875 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -102223.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102872.171875 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -102872.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103538.007812 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -103538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103721.351562 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -103721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103721.351562 Penalty: 3396.610596
	Iteration 9F: 3 clusters Score -103721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 180890 members 
Mstep: Class 5 contains 210601 members 
Mstep: Class 6 contains 130567 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 69458 members 
Mstep: Class 11 contains 44903 members 
Mstep: Class 12 contains 23216 members 
Mstep: Class 13 contains 10213 members 
Mstep: Class 14 contains 117593 members 
Mstep: Class 15 contains 32787 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 46056 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 4558 members 
Mstep: Class 21 contains 12788 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 560 members 
Entering Unmasked Estep 
Score: -126370424.000000 Penalty: 85381.617188
Splitting cluster 17 changes total score from -126366640.000000 to -126370424.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (46056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Entering Unmasked Estep 
Score: -6280816.000000 Penalty: 2662.928223
	Iteration 0F: 2 clusters Score -6280816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -6249913.000000 Penalty: 5325.856445
	Iteration 0F: 3 clusters Score -6249913 nChanged 21334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -6261531.500000 Penalty: 5325.856445
	Iteration 1F: 3 clusters Score -6261532 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -6262063.000000 Penalty: 5325.856445
	Iteration 2Q: 3 clusters Score -6262063 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -6262552.500000 Penalty: 5325.856445
	Iteration 3Q: 3 clusters Score -6262552 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6263135.000000 Penalty: 5325.856445
	Iteration 4Q: 3 clusters Score -6263135 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6263780.000000 Penalty: 5325.856445
	Iteration 5Q: 3 clusters Score -6263780 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -6264552.000000 Penalty: 5325.856445
	Iteration 6Q: 3 clusters Score -6264552 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6265587.500000 Penalty: 5325.856445
	Iteration 7Q: 3 clusters Score -6265588 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -6267192.000000 Penalty: 5325.856445
	Iteration 8F: 3 clusters Score -6267192 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -6269409.500000 Penalty: 5325.856445
	Iteration 9F: 3 clusters Score -6269410 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6272010.500000 Penalty: 5325.856445
	Iteration 10F: 3 clusters Score -6272010 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -6274302.500000 Penalty: 5325.856445
	Iteration 11F: 3 clusters Score -6274302 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6276017.500000 Penalty: 5325.856445
	Iteration 12Q: 3 clusters Score -6276018 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6277136.500000 Penalty: 5325.856445
	Iteration 13Q: 3 clusters Score -6277136 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6277794.000000 Penalty: 5325.856445
	Iteration 14Q: 3 clusters Score -6277794 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6278105.000000 Penalty: 5325.856445
	Iteration 15Q: 3 clusters Score -6278105 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6278309.000000 Penalty: 5325.856445
	Iteration 16Q: 3 clusters Score -6278309 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6278447.500000 Penalty: 5325.856445
	Iteration 17Q: 3 clusters Score -6278448 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6278546.000000 Penalty: 5325.856445
	Iteration 18Q: 3 clusters Score -6278546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6278621.000000 Penalty: 5325.856445
	Iteration 19Q: 3 clusters Score -6278621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6278653.000000 Penalty: 5325.856445
	Iteration 20F: 3 clusters Score -6278653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6278691.500000 Penalty: 5325.856445
	Iteration 21Q: 3 clusters Score -6278692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6278726.000000 Penalty: 5325.856445
	Iteration 22Q: 3 clusters Score -6278726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6278750.000000 Penalty: 5325.856445
	Iteration 23Q: 3 clusters Score -6278750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6278769.000000 Penalty: 5325.856445
	Iteration 24Q: 3 clusters Score -6278769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6278784.000000 Penalty: 5325.856445
	Iteration 25Q: 3 clusters Score -6278784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6278807.000000 Penalty: 5325.856445
	Iteration 26Q: 3 clusters Score -6278807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6278818.000000 Penalty: 5325.856445
	Iteration 27Q: 3 clusters Score -6278818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6278822.000000 Penalty: 5325.856445
	Iteration 28Q: 3 clusters Score -6278822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6278829.000000 Penalty: 5325.856445
	Iteration 29Q: 3 clusters Score -6278829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6278829.500000 Penalty: 5325.856445
	Iteration 30Q: 3 clusters Score -6278830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6278827.000000 Penalty: 5325.856445
	Iteration 31Q: 3 clusters Score -6278827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6278828.000000 Penalty: 5325.856445
	Iteration 32Q: 3 clusters Score -6278828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6278836.500000 Penalty: 5325.856445
	Iteration 33Q: 3 clusters Score -6278836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6278836.000000 Penalty: 5325.856445
	Iteration 34Q: 3 clusters Score -6278836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6278834.000000 Penalty: 5325.856445
	Iteration 35Q: 3 clusters Score -6278834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6278834.000000 Penalty: 5325.856445
	Iteration 36F: 3 clusters Score -6278834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -356074.687500 Penalty: 1962.190063
	Iteration 0F: 2 clusters Score -356074.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -352974.375000 Penalty: 3924.380127
	Iteration 0F: 3 clusters Score -352974.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -353538.250000 Penalty: 3924.380127
	Iteration 1F: 3 clusters Score -353538.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -353667.750000 Penalty: 3924.380127
	Iteration 2F: 3 clusters Score -353667.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -353758.843750 Penalty: 3924.380127
	Iteration 3Q: 3 clusters Score -353758.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -353828.687500 Penalty: 3924.380127
	Iteration 4Q: 3 clusters Score -353828.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -353886.250000 Penalty: 3924.380127
	Iteration 5Q: 3 clusters Score -353886.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -353910.562500 Penalty: 3924.380127
	Iteration 6Q: 3 clusters Score -353910.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -353928.812500 Penalty: 3924.380127
	Iteration 7Q: 3 clusters Score -353928.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -353939.437500 Penalty: 3924.380127
	Iteration 8Q: 3 clusters Score -353939.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -353949.187500 Penalty: 3924.380127
	Iteration 9Q: 3 clusters Score -353949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -353955.937500 Penalty: 3924.380127
	Iteration 10Q: 3 clusters Score -353955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -353963.250000 Penalty: 3924.380127
	Iteration 11Q: 3 clusters Score -353963.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -353973.218750 Penalty: 3924.380127
	Iteration 12Q: 3 clusters Score -353973.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -353979.500000 Penalty: 3924.380127
	Iteration 13Q: 3 clusters Score -353979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -353985.562500 Penalty: 3924.380127
	Iteration 14Q: 3 clusters Score -353985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -353990.968750 Penalty: 3924.380127
	Iteration 15Q: 3 clusters Score -353991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -353995.437500 Penalty: 3924.380127
	Iteration 16Q: 3 clusters Score -353995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -353998.781250 Penalty: 3924.380127
	Iteration 17Q: 3 clusters Score -353998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -354004.500000 Penalty: 3924.380127
	Iteration 18Q: 3 clusters Score -354004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -354010.312500 Penalty: 3924.380127
	Iteration 19Q: 3 clusters Score -354010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -354012.562500 Penalty: 3924.380127
	Iteration 20F: 3 clusters Score -354012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -354015.218750 Penalty: 3924.380127
	Iteration 21Q: 3 clusters Score -354015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -354017.875000 Penalty: 3924.380127
	Iteration 22Q: 3 clusters Score -354017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -354019.500000 Penalty: 3924.380127
	Iteration 23Q: 3 clusters Score -354019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -354021.156250 Penalty: 3924.380127
	Iteration 24Q: 3 clusters Score -354021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -354023.125000 Penalty: 3924.380127
	Iteration 25Q: 3 clusters Score -354023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -354025.093750 Penalty: 3924.380127
	Iteration 26Q: 3 clusters Score -354025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -354025.187500 Penalty: 3924.380127
	Iteration 27Q: 3 clusters Score -354025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -354025.187500 Penalty: 3924.380127
	Iteration 28F: 3 clusters Score -354025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -585588.187500 Penalty: 2089.310303
	Iteration 0F: 2 clusters Score -585588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -581327.687500 Penalty: 4178.620605
	Iteration 0F: 3 clusters Score -581327.7 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -582264.250000 Penalty: 4178.620605
	Iteration 1F: 3 clusters Score -582264.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -582517.312500 Penalty: 4178.620605
	Iteration 2F: 3 clusters Score -582517.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -582734.625000 Penalty: 4178.620605
	Iteration 3F: 3 clusters Score -582734.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -582912.875000 Penalty: 4178.620605
	Iteration 4F: 3 clusters Score -582912.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -583059.625000 Penalty: 4178.620605
	Iteration 5Q: 3 clusters Score -583059.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -583209.937500 Penalty: 4178.620605
	Iteration 6Q: 3 clusters Score -583209.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -583360.875000 Penalty: 4178.620605
	Iteration 7Q: 3 clusters Score -583360.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -583498.125000 Penalty: 4178.620605
	Iteration 8Q: 3 clusters Score -583498.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -583622.187500 Penalty: 4178.620605
	Iteration 9Q: 3 clusters Score -583622.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -583706.812500 Penalty: 4178.620605
	Iteration 10Q: 3 clusters Score -583706.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -583766.250000 Penalty: 4178.620605
	Iteration 11Q: 3 clusters Score -583766.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -583810.687500 Penalty: 4178.620605
	Iteration 12Q: 3 clusters Score -583810.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -583843.937500 Penalty: 4178.620605
	Iteration 13Q: 3 clusters Score -583843.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -583865.750000 Penalty: 4178.620605
	Iteration 14Q: 3 clusters Score -583865.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -583881.750000 Penalty: 4178.620605
	Iteration 15Q: 3 clusters Score -583881.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -583899.375000 Penalty: 4178.620605
	Iteration 16Q: 3 clusters Score -583899.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -583918.125000 Penalty: 4178.620605
	Iteration 17Q: 3 clusters Score -583918.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -583947.687500 Penalty: 4178.620605
	Iteration 18Q: 3 clusters Score -583947.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -583970.312500 Penalty: 4178.620605
	Iteration 19Q: 3 clusters Score -583970.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -583997.312500 Penalty: 4178.620605
	Iteration 20F: 3 clusters Score -583997.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -584016.375000 Penalty: 4178.620605
	Iteration 21Q: 3 clusters Score -584016.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -584030.187500 Penalty: 4178.620605
	Iteration 22Q: 3 clusters Score -584030.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -584041.625000 Penalty: 4178.620605
	Iteration 23Q: 3 clusters Score -584041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -584045.375000 Penalty: 4178.620605
	Iteration 24Q: 3 clusters Score -584045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -584051.562500 Penalty: 4178.620605
	Iteration 25Q: 3 clusters Score -584051.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -584059.750000 Penalty: 4178.620605
	Iteration 26Q: 3 clusters Score -584059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -584067.062500 Penalty: 4178.620605
	Iteration 27Q: 3 clusters Score -584067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -584074.500000 Penalty: 4178.620605
	Iteration 28Q: 3 clusters Score -584074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -584079.750000 Penalty: 4178.620605
	Iteration 29Q: 3 clusters Score -584079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -584085.375000 Penalty: 4178.620605
	Iteration 30Q: 3 clusters Score -584085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -584090.187500 Penalty: 4178.620605
	Iteration 31Q: 3 clusters Score -584090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -584095.000000 Penalty: 4178.620605
	Iteration 32Q: 3 clusters Score -584095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -584097.750000 Penalty: 4178.620605
	Iteration 33Q: 3 clusters Score -584097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -584098.125000 Penalty: 4178.620605
	Iteration 34Q: 3 clusters Score -584098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -584098.125000 Penalty: 4178.620605
	Iteration 35F: 3 clusters Score -584098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Entering Unmasked Estep 
Score: -1523564.000000 Penalty: 2345.153076
	Iteration 0F: 2 clusters Score -1523564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1514178.875000 Penalty: 4690.306152
	Iteration 0F: 3 clusters Score -1514179 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1517318.250000 Penalty: 4690.306152
	Iteration 1F: 3 clusters Score -1517318 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1518002.000000 Penalty: 4690.306152
	Iteration 2F: 3 clusters Score -1518002 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1518703.000000 Penalty: 4690.306152
	Iteration 3F: 3 clusters Score -1518703 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1519413.750000 Penalty: 4690.306152
	Iteration 4F: 3 clusters Score -1519414 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1520114.875000 Penalty: 4690.306152
	Iteration 5F: 3 clusters Score -1520115 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1520772.250000 Penalty: 4690.306152
	Iteration 6F: 3 clusters Score -1520772 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1521358.625000 Penalty: 4690.306152
	Iteration 7F: 3 clusters Score -1521359 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1521834.250000 Penalty: 4690.306152
	Iteration 8Q: 3 clusters Score -1521834 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1522083.875000 Penalty: 4690.306152
	Iteration 9Q: 3 clusters Score -1522084 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1522221.500000 Penalty: 4690.306152
	Iteration 10Q: 3 clusters Score -1522222 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1522298.625000 Penalty: 4690.306152
	Iteration 11Q: 3 clusters Score -1522299 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1522341.125000 Penalty: 4690.306152
	Iteration 12Q: 3 clusters Score -1522341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1522372.500000 Penalty: 4690.306152
	Iteration 13Q: 3 clusters Score -1522372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1522392.875000 Penalty: 4690.306152
	Iteration 14Q: 3 clusters Score -1522393 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1522401.375000 Penalty: 4690.306152
	Iteration 15Q: 3 clusters Score -1522401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1522409.000000 Penalty: 4690.306152
	Iteration 16Q: 3 clusters Score -1522409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1522412.875000 Penalty: 4690.306152
	Iteration 17Q: 3 clusters Score -1522413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1522420.125000 Penalty: 4690.306152
	Iteration 18Q: 3 clusters Score -1522420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1522423.000000 Penalty: 4690.306152
	Iteration 19Q: 3 clusters Score -1522423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1522423.625000 Penalty: 4690.306152
	Iteration 20F: 3 clusters Score -1522424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1522425.375000 Penalty: 4690.306152
	Iteration 21Q: 3 clusters Score -1522425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1522430.125000 Penalty: 4690.306152
	Iteration 22Q: 3 clusters Score -1522430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1522431.250000 Penalty: 4690.306152
	Iteration 23Q: 3 clusters Score -1522431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1522434.375000 Penalty: 4690.306152
	Iteration 24Q: 3 clusters Score -1522434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1522436.375000 Penalty: 4690.306152
	Iteration 25Q: 3 clusters Score -1522436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1522434.625000 Penalty: 4690.306152
	Iteration 26Q: 3 clusters Score -1522435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1522438.750000 Penalty: 4690.306152
	Iteration 27Q: 3 clusters Score -1522439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1522442.125000 Penalty: 4690.306152
	Iteration 28Q: 3 clusters Score -1522442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1522445.375000 Penalty: 4690.306152
	Iteration 29Q: 3 clusters Score -1522445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1522451.625000 Penalty: 4690.306152
	Iteration 30Q: 3 clusters Score -1522452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1522454.875000 Penalty: 4690.306152
	Iteration 31Q: 3 clusters Score -1522455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1522454.750000 Penalty: 4690.306152
	Iteration 32Q: 3 clusters Score -1522455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1522454.375000 Penalty: 4690.306152
	Iteration 33Q: 3 clusters Score -1522454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1522458.000000 Penalty: 4690.306152
	Iteration 34Q: 3 clusters Score -1522458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1522457.750000 Penalty: 4690.306152
	Iteration 35Q: 3 clusters Score -1522458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1522458.250000 Penalty: 4690.306152
	Iteration 36Q: 3 clusters Score -1522458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1522459.000000 Penalty: 4690.306152
	Iteration 37Q: 3 clusters Score -1522459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1522458.750000 Penalty: 4690.306152
	Iteration 38Q: 3 clusters Score -1522459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1522463.000000 Penalty: 4690.306152
	Iteration 39Q: 3 clusters Score -1522463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1522464.000000 Penalty: 4690.306152
	Iteration 40F: 3 clusters Score -1522464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1522465.875000 Penalty: 4690.306152
	Iteration 41Q: 3 clusters Score -1522466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1522466.125000 Penalty: 4690.306152
	Iteration 42Q: 3 clusters Score -1522466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1522465.500000 Penalty: 4690.306152
	Iteration 43Q: 3 clusters Score -1522466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1522465.500000 Penalty: 4690.306152
	Iteration 44F: 3 clusters Score -1522466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1316330.500000 Penalty: 2288.393799
	Iteration 0F: 2 clusters Score -1316330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1308495.875000 Penalty: 4576.787598
	Iteration 0F: 3 clusters Score -1308496 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1310849.125000 Penalty: 4576.787598
	Iteration 1F: 3 clusters Score -1310849 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1311333.500000 Penalty: 4576.787598
	Iteration 2F: 3 clusters Score -1311334 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1311830.500000 Penalty: 4576.787598
	Iteration 3F: 3 clusters Score -1311830 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1312393.000000 Penalty: 4576.787598
	Iteration 4F: 3 clusters Score -1312393 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1313087.000000 Penalty: 4576.787598
	Iteration 5F: 3 clusters Score -1313087 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1313980.500000 Penalty: 4576.787598
	Iteration 6F: 3 clusters Score -1313980 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1314866.500000 Penalty: 4576.787598
	Iteration 7F: 3 clusters Score -1314866 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1315458.125000 Penalty: 4576.787598
	Iteration 8Q: 3 clusters Score -1315458 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1315679.250000 Penalty: 4576.787598
	Iteration 9Q: 3 clusters Score -1315679 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1315768.125000 Penalty: 4576.787598
	Iteration 10Q: 3 clusters Score -1315768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1315799.500000 Penalty: 4576.787598
	Iteration 11Q: 3 clusters Score -1315800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1315813.625000 Penalty: 4576.787598
	Iteration 12Q: 3 clusters Score -1315814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1315818.875000 Penalty: 4576.787598
	Iteration 13Q: 3 clusters Score -1315819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1315822.625000 Penalty: 4576.787598
	Iteration 14Q: 3 clusters Score -1315823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1315822.375000 Penalty: 4576.787598
	Iteration 15Q: 3 clusters Score -1315822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1315827.875000 Penalty: 4576.787598
	Iteration 16Q: 3 clusters Score -1315828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1315832.000000 Penalty: 4576.787598
	Iteration 17Q: 3 clusters Score -1315832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1315830.250000 Penalty: 4576.787598
	Iteration 18Q: 3 clusters Score -1315830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1315831.375000 Penalty: 4576.787598
	Iteration 19Q: 3 clusters Score -1315831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1315831.125000 Penalty: 4576.787598
	Iteration 20F: 3 clusters Score -1315831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -84471.648438 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -84471.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82868.765625 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -82868.77 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83331.992188 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -83331.99 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83470.445312 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -83470.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83542.304688 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -83542.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83611.414062 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -83611.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -83729.304688 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -83729.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -83884.546875 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -83884.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -83997.062500 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -83997.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -84049.250000 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -84049.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -84084.593750 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -84084.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -84095.812500 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -84095.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -84115.101562 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -84115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -84120.640625 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -84120.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -84127.234375 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -84127.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -84151.000000 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -84151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -84175.101562 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -84175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -84181.718750 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -84181.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -84189.984375 Penalty: 3336.211914
	Iteration 17F: 3 clusters Score -84189.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -84219.359375 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -84219.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -84219.359375 Penalty: 3336.211914
	Iteration 19F: 3 clusters Score -84219.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 180890 members 
Mstep: Class 5 contains 210601 members 
Mstep: Class 6 contains 130567 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 69458 members 
Mstep: Class 11 contains 44903 members 
Mstep: Class 12 contains 23216 members 
Mstep: Class 13 contains 10213 members 
Mstep: Class 14 contains 117593 members 
Mstep: Class 15 contains 32787 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 46056 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 4558 members 
Mstep: Class 21 contains 12788 members 
Mstep: Class 22 contains 10172 members 
Mstep: Class 23 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126370616.000000 Penalty: 85381.617188
Iteration 79Q: 26 clusters Score -1.263706e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 180533 members 
Mstep: Class 5 contains 210314 members 
Mstep: Class 6 contains 129964 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 69663 members 
Mstep: Class 11 contains 44864 members 
Mstep: Class 12 contains 23291 members 
Mstep: Class 13 contains 10243 members 
Mstep: Class 14 contains 118951 members 
Mstep: Class 15 contains 32657 members 
Mstep: Class 16 contains 10032 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 46062 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 12767 members 
Mstep: Class 22 contains 10174 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375120.000000 Penalty: 85381.617188
Iteration 80F: 26 clusters Score -1.263751e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 180170 members 
Mstep: Class 5 contains 209959 members 
Mstep: Class 6 contains 129285 members 
Mstep: Class 7 contains 13387 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 69885 members 
Mstep: Class 11 contains 44850 members 
Mstep: Class 12 contains 23370 members 
Mstep: Class 13 contains 10286 members 
Mstep: Class 14 contains 120423 members 
Mstep: Class 15 contains 32536 members 
Mstep: Class 16 contains 9815 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 4644 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 10169 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126383144.000000 Penalty: 85381.617188
Iteration 81Q: 26 clusters Score -1.263831e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 209588 members 
Mstep: Class 6 contains 128591 members 
Mstep: Class 7 contains 13350 members 
Mstep: Class 8 contains 950 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 70109 members 
Mstep: Class 11 contains 44834 members 
Mstep: Class 12 contains 23412 members 
Mstep: Class 13 contains 10322 members 
Mstep: Class 14 contains 121836 members 
Mstep: Class 15 contains 32471 members 
Mstep: Class 16 contains 9601 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 4673 members 
Mstep: Class 21 contains 12935 members 
Mstep: Class 22 contains 10166 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126383984.000000 Penalty: 85381.617188
Iteration 82Q: 26 clusters Score -1.26384e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 179640 members 
Mstep: Class 5 contains 209198 members 
Mstep: Class 6 contains 127890 members 
Mstep: Class 7 contains 13358 members 
Mstep: Class 8 contains 947 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 70303 members 
Mstep: Class 11 contains 44813 members 
Mstep: Class 12 contains 23451 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 123233 members 
Mstep: Class 15 contains 32391 members 
Mstep: Class 16 contains 9395 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46060 members 
Mstep: Class 19 contains 2662 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 12931 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 687 members 
Mstep: Class 24 contains 313 members 
Mstep: Class 25 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126384432.000000 Penalty: 85381.617188
Iteration 83Q: 26 clusters Score -1.263844e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 3756 members 
Mstep: Class 4 contains 179467 members 
Mstep: Class 5 contains 208818 members 
Mstep: Class 6 contains 127080 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 70497 members 
Mstep: Class 11 contains 44803 members 
Mstep: Class 12 contains 23498 members 
Mstep: Class 13 contains 10351 members 
Mstep: Class 14 contains 124653 members 
Mstep: Class 15 contains 32324 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46057 members 
Mstep: Class 19 contains 2661 members 
Mstep: Class 20 contains 4747 members 
Mstep: Class 21 contains 12847 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 651 members 
Mstep: Class 24 contains 313 members 
Mstep: Class 25 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126384704.000000 Penalty: 85381.617188
Iteration 84Q: 26 clusters Score -1.263847e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 179310 members 
Mstep: Class 5 contains 208437 members 
Mstep: Class 6 contains 126225 members 
Mstep: Class 7 contains 13408 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 70668 members 
Mstep: Class 11 contains 44768 members 
Mstep: Class 12 contains 23551 members 
Mstep: Class 13 contains 10376 members 
Mstep: Class 14 contains 126104 members 
Mstep: Class 15 contains 32248 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46061 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 10199 members 
Mstep: Class 23 contains 630 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126384904.000000 Penalty: 85381.617188
Iteration 85Q: 26 clusters Score -1.263849e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 179131 members 
Mstep: Class 5 contains 208142 members 
Mstep: Class 6 contains 125313 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 70854 members 
Mstep: Class 11 contains 44744 members 
Mstep: Class 12 contains 23596 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 127532 members 
Mstep: Class 15 contains 32205 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46051 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126385168.000000 Penalty: 85381.617188
Iteration 86Q: 26 clusters Score -1.263852e+08 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 207940 members 
Mstep: Class 6 contains 124367 members 
Mstep: Class 7 contains 13405 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 71055 members 
Mstep: Class 11 contains 44730 members 
Mstep: Class 12 contains 23629 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 128968 members 
Mstep: Class 15 contains 32133 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46037 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 10213 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126385688.000000 Penalty: 85381.617188
Iteration 87Q: 26 clusters Score -1.263857e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 178692 members 
Mstep: Class 5 contains 207731 members 
Mstep: Class 6 contains 123394 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 71269 members 
Mstep: Class 11 contains 44704 members 
Mstep: Class 12 contains 23646 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 130463 members 
Mstep: Class 15 contains 32062 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46030 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 20 contains 4898 members 
Mstep: Class 21 contains 12555 members 
Mstep: Class 22 contains 10223 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126385544.000000 Penalty: 85381.617188
Iteration 88Q: 26 clusters Score -1.263855e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 178422 members 
Mstep: Class 5 contains 207558 members 
Mstep: Class 6 contains 122406 members 
Mstep: Class 7 contains 13406 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 71460 members 
Mstep: Class 11 contains 44697 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 13 contains 10412 members 
Mstep: Class 14 contains 131941 members 
Mstep: Class 15 contains 32010 members 
Mstep: Class 16 contains 8095 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46013 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 12514 members 
Mstep: Class 22 contains 10223 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126385944.000000 Penalty: 85381.617188
Iteration 89Q: 26 clusters Score -1.263859e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 178147 members 
Mstep: Class 5 contains 207467 members 
Mstep: Class 6 contains 121360 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 71647 members 
Mstep: Class 11 contains 44680 members 
Mstep: Class 12 contains 23708 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 133395 members 
Mstep: Class 15 contains 31940 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46026 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 12470 members 
Mstep: Class 22 contains 10231 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126385464.000000 Penalty: 85381.617188
Iteration 90Q: 26 clusters Score -1.263855e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 177852 members 
Mstep: Class 5 contains 207431 members 
Mstep: Class 6 contains 120300 members 
Mstep: Class 7 contains 13408 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 71785 members 
Mstep: Class 11 contains 44663 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 10436 members 
Mstep: Class 14 contains 134829 members 
Mstep: Class 15 contains 31867 members 
Mstep: Class 16 contains 7682 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46035 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 10243 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126385800.000000 Penalty: 85381.617188
Iteration 91Q: 26 clusters Score -1.263858e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 177631 members 
Mstep: Class 5 contains 207357 members 
Mstep: Class 6 contains 119181 members 
Mstep: Class 7 contains 13401 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 71921 members 
Mstep: Class 11 contains 44656 members 
Mstep: Class 12 contains 23811 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 136299 members 
Mstep: Class 15 contains 31807 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46030 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 12405 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126386032.000000 Penalty: 85381.617188
Iteration 92Q: 26 clusters Score -1.26386e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 177479 members 
Mstep: Class 5 contains 207313 members 
Mstep: Class 6 contains 117997 members 
Mstep: Class 7 contains 13392 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 72049 members 
Mstep: Class 11 contains 44652 members 
Mstep: Class 12 contains 23836 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 137769 members 
Mstep: Class 15 contains 31751 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46039 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126386192.000000 Penalty: 85381.617188
Iteration 93Q: 26 clusters Score -1.263862e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 177460 members 
Mstep: Class 5 contains 207152 members 
Mstep: Class 6 contains 116707 members 
Mstep: Class 7 contains 13394 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 72185 members 
Mstep: Class 11 contains 44640 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 139317 members 
Mstep: Class 15 contains 31690 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46048 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 5154 members 
Mstep: Class 21 contains 12360 members 
Mstep: Class 22 contains 10249 members 
Mstep: Class 23 contains 595 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126386448.000000 Penalty: 85381.617188
Iteration 94Q: 26 clusters Score -1.263864e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 177385 members 
Mstep: Class 5 contains 206974 members 
Mstep: Class 6 contains 115432 members 
Mstep: Class 7 contains 13389 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 72327 members 
Mstep: Class 11 contains 44631 members 
Mstep: Class 12 contains 23882 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 140882 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 5194 members 
Mstep: Class 21 contains 12338 members 
Mstep: Class 22 contains 10250 members 
Mstep: Class 23 contains 595 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126386544.000000 Penalty: 85381.617188
Iteration 95Q: 26 clusters Score -1.263865e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 177349 members 
Mstep: Class 5 contains 206764 members 
Mstep: Class 6 contains 114165 members 
Mstep: Class 7 contains 13384 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 72482 members 
Mstep: Class 11 contains 44588 members 
Mstep: Class 12 contains 23928 members 
Mstep: Class 13 contains 10471 members 
Mstep: Class 14 contains 142437 members 
Mstep: Class 15 contains 31575 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46117 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 5236 members 
Mstep: Class 21 contains 12319 members 
Mstep: Class 22 contains 10253 members 
Mstep: Class 23 contains 594 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387224.000000 Penalty: 85381.617188
Iteration 96Q: 26 clusters Score -1.263872e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 177327 members 
Mstep: Class 5 contains 206603 members 
Mstep: Class 6 contains 112871 members 
Mstep: Class 7 contains 13383 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 72585 members 
Mstep: Class 11 contains 44555 members 
Mstep: Class 12 contains 23964 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 144008 members 
Mstep: Class 15 contains 31507 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46135 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 5276 members 
Mstep: Class 21 contains 12312 members 
Mstep: Class 22 contains 10249 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387400.000000 Penalty: 85381.617188
Iteration 97Q: 26 clusters Score -1.263874e+08 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 177273 members 
Mstep: Class 5 contains 206489 members 
Mstep: Class 6 contains 111493 members 
Mstep: Class 7 contains 13381 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 72655 members 
Mstep: Class 11 contains 44511 members 
Mstep: Class 12 contains 23994 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 145664 members 
Mstep: Class 15 contains 31450 members 
Mstep: Class 16 contains 6317 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46161 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 12304 members 
Mstep: Class 22 contains 10248 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387672.000000 Penalty: 85381.617188
Iteration 98Q: 26 clusters Score -1.263877e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 177205 members 
Mstep: Class 5 contains 206363 members 
Mstep: Class 6 contains 110101 members 
Mstep: Class 7 contains 13377 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 72711 members 
Mstep: Class 11 contains 44469 members 
Mstep: Class 12 contains 24026 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 147344 members 
Mstep: Class 15 contains 31413 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46187 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 5347 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 10248 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387416.000000 Penalty: 85381.617188
Iteration 99Q: 26 clusters Score -1.263874e+08 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 177123 members 
Mstep: Class 5 contains 206165 members 
Mstep: Class 6 contains 108654 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 72779 members 
Mstep: Class 11 contains 44440 members 
Mstep: Class 12 contains 24067 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 149145 members 
Mstep: Class 15 contains 31362 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46199 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 5381 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 10249 members 
Mstep: Class 23 contains 592 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126411656.000000 Penalty: 85381.617188
Iteration 100F: 26 clusters Score -1.264117e+08 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 177082 members 
Mstep: Class 5 contains 205926 members 
Mstep: Class 6 contains 107103 members 
Mstep: Class 7 contains 13367 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 72831 members 
Mstep: Class 11 contains 44419 members 
Mstep: Class 12 contains 24086 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 151064 members 
Mstep: Class 15 contains 31338 members 
Mstep: Class 16 contains 5883 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46229 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 12292 members 
Mstep: Class 22 contains 10246 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421304.000000 Penalty: 85381.617188
Iteration 101Q: 26 clusters Score -1.264213e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 176923 members 
Mstep: Class 5 contains 205662 members 
Mstep: Class 6 contains 105557 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 72890 members 
Mstep: Class 11 contains 44421 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 153123 members 
Mstep: Class 15 contains 31298 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46261 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 5462 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 820 members 
Mstep: Class 24 contains 313 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420952.000000 Penalty: 85381.617188
Iteration 102Q: 26 clusters Score -1.26421e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 176749 members 
Mstep: Class 5 contains 205321 members 
Mstep: Class 6 contains 104005 members 
Mstep: Class 7 contains 13380 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 72925 members 
Mstep: Class 11 contains 44430 members 
Mstep: Class 12 contains 24081 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 155301 members 
Mstep: Class 15 contains 31220 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46302 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 5495 members 
Mstep: Class 21 contains 12356 members 
Mstep: Class 22 contains 10266 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421304.000000 Penalty: 85381.617188
Iteration 103Q: 26 clusters Score -1.264213e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 176550 members 
Mstep: Class 5 contains 204976 members 
Mstep: Class 6 contains 102393 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 72913 members 
Mstep: Class 11 contains 44397 members 
Mstep: Class 12 contains 24089 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 157662 members 
Mstep: Class 15 contains 31122 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46336 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 5530 members 
Mstep: Class 21 contains 12275 members 
Mstep: Class 22 contains 10276 members 
Mstep: Class 23 contains 760 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126421768.000000 Penalty: 85381.617188
Iteration 104Q: 26 clusters Score -1.264218e+08 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 176241 members 
Mstep: Class 5 contains 204566 members 
Mstep: Class 6 contains 100739 members 
Mstep: Class 7 contains 13419 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 72890 members 
Mstep: Class 11 contains 44371 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 160295 members 
Mstep: Class 15 contains 31030 members 
Mstep: Class 16 contains 5380 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46339 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 5558 members 
Mstep: Class 21 contains 12200 members 
Mstep: Class 22 contains 10293 members 
Mstep: Class 23 contains 752 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422160.000000 Penalty: 85381.617188
Iteration 105Q: 26 clusters Score -1.264222e+08 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 175789 members 
Mstep: Class 5 contains 204069 members 
Mstep: Class 6 contains 99120 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 72878 members 
Mstep: Class 11 contains 44363 members 
Mstep: Class 12 contains 24040 members 
Mstep: Class 13 contains 10412 members 
Mstep: Class 14 contains 163146 members 
Mstep: Class 15 contains 30923 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46342 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 12134 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422816.000000 Penalty: 85381.617188
Iteration 106Q: 26 clusters Score -1.264228e+08 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 175333 members 
Mstep: Class 5 contains 203622 members 
Mstep: Class 6 contains 97524 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 72855 members 
Mstep: Class 11 contains 44364 members 
Mstep: Class 12 contains 23975 members 
Mstep: Class 13 contains 10414 members 
Mstep: Class 14 contains 165975 members 
Mstep: Class 15 contains 30761 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46346 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 12083 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 747 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423168.000000 Penalty: 85381.617188
Iteration 107Q: 26 clusters Score -1.264232e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 174945 members 
Mstep: Class 5 contains 203141 members 
Mstep: Class 6 contains 95886 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 72834 members 
Mstep: Class 11 contains 44384 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 168791 members 
Mstep: Class 15 contains 30627 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46342 members 
Mstep: Class 19 contains 2525 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 10290 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423576.000000 Penalty: 85381.617188
Iteration 108Q: 26 clusters Score -1.264236e+08 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 174470 members 
Mstep: Class 5 contains 202870 members 
Mstep: Class 6 contains 94237 members 
Mstep: Class 7 contains 13451 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 72783 members 
Mstep: Class 11 contains 44379 members 
Mstep: Class 12 contains 23835 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 171464 members 
Mstep: Class 15 contains 30610 members 
Mstep: Class 16 contains 5016 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 12006 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423848.000000 Penalty: 85381.617188
Iteration 109Q: 26 clusters Score -1.264238e+08 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 174140 members 
Mstep: Class 5 contains 202696 members 
Mstep: Class 6 contains 92594 members 
Mstep: Class 7 contains 13451 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 72765 members 
Mstep: Class 11 contains 44350 members 
Mstep: Class 12 contains 23733 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 173854 members 
Mstep: Class 15 contains 30660 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 11975 members 
Mstep: Class 22 contains 10287 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423720.000000 Penalty: 85381.617188
Iteration 110Q: 26 clusters Score -1.264237e+08 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 173938 members 
Mstep: Class 5 contains 202687 members 
Mstep: Class 6 contains 91004 members 
Mstep: Class 7 contains 13458 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 72722 members 
Mstep: Class 11 contains 44367 members 
Mstep: Class 12 contains 23602 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 175844 members 
Mstep: Class 15 contains 30790 members 
Mstep: Class 16 contains 4829 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46256 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 11947 members 
Mstep: Class 22 contains 10283 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424128.000000 Penalty: 85381.617188
Iteration 111Q: 26 clusters Score -1.264241e+08 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 173871 members 
Mstep: Class 5 contains 202849 members 
Mstep: Class 6 contains 89420 members 
Mstep: Class 7 contains 13451 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 72644 members 
Mstep: Class 11 contains 44392 members 
Mstep: Class 12 contains 23482 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 177441 members 
Mstep: Class 15 contains 30975 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 11925 members 
Mstep: Class 22 contains 10288 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423416.000000 Penalty: 85381.617188
Iteration 112Q: 26 clusters Score -1.264234e+08 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 173980 members 
Mstep: Class 5 contains 203107 members 
Mstep: Class 6 contains 87930 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 72562 members 
Mstep: Class 11 contains 44401 members 
Mstep: Class 12 contains 23345 members 
Mstep: Class 13 contains 10262 members 
Mstep: Class 14 contains 178691 members 
Mstep: Class 15 contains 31190 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46257 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423128.000000 Penalty: 85381.617188
Iteration 113Q: 26 clusters Score -1.264231e+08 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 174424 members 
Mstep: Class 5 contains 203411 members 
Mstep: Class 6 contains 86519 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 72492 members 
Mstep: Class 11 contains 44439 members 
Mstep: Class 12 contains 23252 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 179335 members 
Mstep: Class 15 contains 31398 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46309 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423120.000000 Penalty: 85381.617188
Iteration 114Q: 26 clusters Score -1.264231e+08 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 175073 members 
Mstep: Class 5 contains 203681 members 
Mstep: Class 6 contains 85236 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 72424 members 
Mstep: Class 11 contains 44462 members 
Mstep: Class 12 contains 23181 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 179664 members 
Mstep: Class 15 contains 31622 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46366 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 5820 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 26 clusters Score -1.264226e+08 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 175919 members 
Mstep: Class 5 contains 203872 members 
Mstep: Class 6 contains 84044 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 72324 members 
Mstep: Class 11 contains 44509 members 
Mstep: Class 12 contains 23124 members 
Mstep: Class 13 contains 10171 members 
Mstep: Class 14 contains 179737 members 
Mstep: Class 15 contains 31825 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46468 members 
Mstep: Class 19 contains 2417 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 10294 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422288.000000 Penalty: 85381.617188
Iteration 116Q: 26 clusters Score -1.264223e+08 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 176856 members 
Mstep: Class 5 contains 204040 members 
Mstep: Class 6 contains 82917 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 72239 members 
Mstep: Class 11 contains 44599 members 
Mstep: Class 12 contains 23123 members 
Mstep: Class 13 contains 10140 members 
Mstep: Class 14 contains 179515 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46612 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422096.000000 Penalty: 85381.617188
Iteration 117Q: 26 clusters Score -1.264221e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 177842 members 
Mstep: Class 5 contains 204246 members 
Mstep: Class 6 contains 81796 members 
Mstep: Class 7 contains 13426 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 72144 members 
Mstep: Class 11 contains 44725 members 
Mstep: Class 12 contains 23107 members 
Mstep: Class 13 contains 10123 members 
Mstep: Class 14 contains 179202 members 
Mstep: Class 15 contains 32166 members 
Mstep: Class 16 contains 4279 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46761 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422224.000000 Penalty: 85381.617188
Iteration 118Q: 26 clusters Score -1.264222e+08 nChanged 5755
Entering ConstructFrom: 
Score: -126422224.000000 Penalty: 85381.617188
Entering ConstructFrom: 
Trying to split cluster 1 (27325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Entering Unmasked Estep 
Score: -3572707.250000 Penalty: 2533.458252
	Iteration 0F: 2 clusters Score -3572707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3553983.750000 Penalty: 5066.916504
	Iteration 0F: 3 clusters Score -3553984 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3560772.500000 Penalty: 5066.916504
	Iteration 1F: 3 clusters Score -3560772 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3561572.500000 Penalty: 5066.916504
	Iteration 2F: 3 clusters Score -3561572 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3562604.750000 Penalty: 5066.916504
	Iteration 3F: 3 clusters Score -3562605 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3563933.000000 Penalty: 5066.916504
	Iteration 4F: 3 clusters Score -3563933 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3565471.000000 Penalty: 5066.916504
	Iteration 5F: 3 clusters Score -3565471 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3566908.000000 Penalty: 5066.916504
	Iteration 6F: 3 clusters Score -3566908 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3568084.250000 Penalty: 5066.916504
	Iteration 7F: 3 clusters Score -3568084 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3568968.000000 Penalty: 5066.916504
	Iteration 8Q: 3 clusters Score -3568968 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3569668.500000 Penalty: 5066.916504
	Iteration 9Q: 3 clusters Score -3569668 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3570261.750000 Penalty: 5066.916504
	Iteration 10Q: 3 clusters Score -3570262 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3570655.000000 Penalty: 5066.916504
	Iteration 11Q: 3 clusters Score -3570655 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3570887.250000 Penalty: 5066.916504
	Iteration 12Q: 3 clusters Score -3570887 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3571008.250000 Penalty: 5066.916504
	Iteration 13Q: 3 clusters Score -3571008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3571084.750000 Penalty: 5066.916504
	Iteration 14Q: 3 clusters Score -3571085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3571140.750000 Penalty: 5066.916504
	Iteration 15Q: 3 clusters Score -3571141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3571165.750000 Penalty: 5066.916504
	Iteration 16Q: 3 clusters Score -3571166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3571200.750000 Penalty: 5066.916504
	Iteration 17Q: 3 clusters Score -3571201 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3571229.000000 Penalty: 5066.916504
	Iteration 18Q: 3 clusters Score -3571229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3571239.000000 Penalty: 5066.916504
	Iteration 19Q: 3 clusters Score -3571239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3571261.750000 Penalty: 5066.916504
	Iteration 20F: 3 clusters Score -3571262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3571273.750000 Penalty: 5066.916504
	Iteration 21Q: 3 clusters Score -3571274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3571278.500000 Penalty: 5066.916504
	Iteration 22Q: 3 clusters Score -3571278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3571281.000000 Penalty: 5066.916504
	Iteration 23Q: 3 clusters Score -3571281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3571289.000000 Penalty: 5066.916504
	Iteration 24Q: 3 clusters Score -3571289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3571289.000000 Penalty: 5066.916504
	Iteration 25Q: 3 clusters Score -3571289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3571298.000000 Penalty: 5066.916504
	Iteration 26Q: 3 clusters Score -3571298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3571299.000000 Penalty: 5066.916504
	Iteration 27Q: 3 clusters Score -3571299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3571305.250000 Penalty: 5066.916504
	Iteration 28Q: 3 clusters Score -3571305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3571298.500000 Penalty: 5066.916504
	Iteration 29Q: 3 clusters Score -3571298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3571304.000000 Penalty: 5066.916504
	Iteration 30Q: 3 clusters Score -3571304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3571304.500000 Penalty: 5066.916504
	Iteration 31Q: 3 clusters Score -3571304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3571304.750000 Penalty: 5066.916504
	Iteration 32Q: 3 clusters Score -3571305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3571309.750000 Penalty: 5066.916504
	Iteration 33Q: 3 clusters Score -3571310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3571309.000000 Penalty: 5066.916504
	Iteration 34Q: 3 clusters Score -3571309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3571313.750000 Penalty: 5066.916504
	Iteration 35Q: 3 clusters Score -3571314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3571314.750000 Penalty: 5066.916504
	Iteration 36Q: 3 clusters Score -3571315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3571314.750000 Penalty: 5066.916504
	Iteration 37F: 3 clusters Score -3571315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -49624.742188 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -49624.74 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: -48233.421875 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -48233.42 nChanged 58
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: -48371.226562 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -48371.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48400.140625 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -48400.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48409.316406 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -48409.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48415.863281 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -48415.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48417.839844 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -48417.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48417.839844 Penalty: 2959.208984
	Iteration 6F: 3 clusters Score -48417.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -501905.093750 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -501905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -498116.031250 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -498116 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -498900.468750 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -498900.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -499095.250000 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -499095.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -499203.812500 Penalty: 4080.910889
	Iteration 3Q: 3 clusters Score -499203.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -499276.312500 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -499276.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -499317.343750 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -499317.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -499346.875000 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -499346.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -499372.718750 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -499372.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -499392.281250 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -499392.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -499410.000000 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -499410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -499423.937500 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -499423.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -499437.500000 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -499437.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -499445.593750 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -499445.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -499452.781250 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -499452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -499457.062500 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -499457.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -499462.437500 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -499462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -499466.218750 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -499466.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -499474.062500 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -499474.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -499480.093750 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -499480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -499486.718750 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -499486.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -499494.343750 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -499494.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -499498.531250 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -499498.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -499503.093750 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -499503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -499505.593750 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -499505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -499509.906250 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -499509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -499515.500000 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -499515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -499521.250000 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -499521.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499525.875000 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -499525.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499530.125000 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -499530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -499532.875000 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -499532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -499534.593750 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -499534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -499536.750000 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -499536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -499538.375000 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -499538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -499539.625000 Penalty: 4080.910889
	Iteration 33Q: 3 clusters Score -499539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -499543.968750 Penalty: 4080.910889
	Iteration 34Q: 3 clusters Score -499544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -499545.562500 Penalty: 4080.910889
	Iteration 35Q: 3 clusters Score -499545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -499547.125000 Penalty: 4080.910889
	Iteration 36Q: 3 clusters Score -499547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -499548.968750 Penalty: 4080.910889
	Iteration 37Q: 3 clusters Score -499549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -499552.906250 Penalty: 4080.910889
	Iteration 38Q: 3 clusters Score -499552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -499555.125000 Penalty: 4080.910889
	Iteration 39Q: 3 clusters Score -499555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -499557.718750 Penalty: 4080.910889
	Iteration 40F: 3 clusters Score -499557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -499559.218750 Penalty: 4080.910889
	Iteration 41Q: 3 clusters Score -499559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -499560.125000 Penalty: 4080.910889
	Iteration 42Q: 3 clusters Score -499560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -499562.218750 Penalty: 4080.910889
	Iteration 43Q: 3 clusters Score -499562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -499564.031250 Penalty: 4080.910889
	Iteration 44Q: 3 clusters Score -499564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -499565.531250 Penalty: 4080.910889
	Iteration 45Q: 3 clusters Score -499565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -499566.468750 Penalty: 4080.910889
	Iteration 46Q: 3 clusters Score -499566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -499567.187500 Penalty: 4080.910889
	Iteration 47Q: 3 clusters Score -499567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -499567.687500 Penalty: 4080.910889
	Iteration 48Q: 3 clusters Score -499567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -499568.000000 Penalty: 4080.910889
	Iteration 49Q: 3 clusters Score -499568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -499570.968750 Penalty: 4080.910889
	Iteration 50Q: 3 clusters Score -499571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -499571.625000 Penalty: 4080.910889
	Iteration 51Q: 3 clusters Score -499571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -499573.312500 Penalty: 4080.910889
	Iteration 52Q: 3 clusters Score -499573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -499574.187500 Penalty: 4080.910889
	Iteration 53Q: 3 clusters Score -499574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -499576.625000 Penalty: 4080.910889
	Iteration 54Q: 3 clusters Score -499576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -499577.218750 Penalty: 4080.910889
	Iteration 55Q: 3 clusters Score -499577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -499577.562500 Penalty: 4080.910889
	Iteration 56Q: 3 clusters Score -499577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -499577.531250 Penalty: 4080.910889
	Iteration 57Q: 3 clusters Score -499577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -499578.312500 Penalty: 4080.910889
	Iteration 58Q: 3 clusters Score -499578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -499578.750000 Penalty: 4080.910889
	Iteration 59Q: 3 clusters Score -499578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -499578.750000 Penalty: 4080.910889
	Iteration 60F: 3 clusters Score -499578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178838 members 
Entering Unmasked Estep 
Score: -24228654.000000 Penalty: 2999.370361
	Iteration 0F: 2 clusters Score -2.422865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -24113922.000000 Penalty: 5998.740723
	Iteration 0F: 3 clusters Score -2.411392e+07 nChanged 85727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -24164578.000000 Penalty: 5998.740723
	Iteration 1F: 3 clusters Score -2.416458e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -24166152.000000 Penalty: 5998.740723
	Iteration 2Q: 3 clusters Score -2.416615e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -24168460.000000 Penalty: 5998.740723
	Iteration 3Q: 3 clusters Score -2.416846e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -24172734.000000 Penalty: 5998.740723
	Iteration 4Q: 3 clusters Score -2.417273e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109072 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -24180182.000000 Penalty: 5998.740723
	Iteration 5F: 3 clusters Score -2.418018e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -24190858.000000 Penalty: 5998.740723
	Iteration 6F: 3 clusters Score -2.419086e+07 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127688 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -24203974.000000 Penalty: 5998.740723
	Iteration 7F: 3 clusters Score -2.420397e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -24214712.000000 Penalty: 5998.740723
	Iteration 8F: 3 clusters Score -2.421471e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -24219792.000000 Penalty: 5998.740723
	Iteration 9Q: 3 clusters Score -2.421979e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140747 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -24221578.000000 Penalty: 5998.740723
	Iteration 10Q: 3 clusters Score -2.422158e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -24222214.000000 Penalty: 5998.740723
	Iteration 11Q: 3 clusters Score -2.422221e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -24222860.000000 Penalty: 5998.740723
	Iteration 12Q: 3 clusters Score -2.422286e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146454 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -24223400.000000 Penalty: 5998.740723
	Iteration 13Q: 3 clusters Score -2.42234e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -24223852.000000 Penalty: 5998.740723
	Iteration 14Q: 3 clusters Score -2.422385e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -24224380.000000 Penalty: 5998.740723
	Iteration 15Q: 3 clusters Score -2.422438e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151810 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -24224748.000000 Penalty: 5998.740723
	Iteration 16Q: 3 clusters Score -2.422475e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -24225118.000000 Penalty: 5998.740723
	Iteration 17Q: 3 clusters Score -2.422512e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -24225628.000000 Penalty: 5998.740723
	Iteration 18Q: 3 clusters Score -2.422563e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -24226072.000000 Penalty: 5998.740723
	Iteration 19Q: 3 clusters Score -2.422607e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -24226400.000000 Penalty: 5998.740723
	Iteration 20F: 3 clusters Score -2.42264e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -24226744.000000 Penalty: 5998.740723
	Iteration 21Q: 3 clusters Score -2.422674e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -24226948.000000 Penalty: 5998.740723
	Iteration 22Q: 3 clusters Score -2.422695e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -24227078.000000 Penalty: 5998.740723
	Iteration 23Q: 3 clusters Score -2.422708e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -24227184.000000 Penalty: 5998.740723
	Iteration 24Q: 3 clusters Score -2.422718e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -24227490.000000 Penalty: 5998.740723
	Iteration 25Q: 3 clusters Score -2.422749e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -24227748.000000 Penalty: 5998.740723
	Iteration 26Q: 3 clusters Score -2.422775e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -24227738.000000 Penalty: 5998.740723
	Iteration 27Q: 3 clusters Score -2.422774e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -24227670.000000 Penalty: 5998.740723
	Iteration 28Q: 3 clusters Score -2.422767e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174158 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -24227546.000000 Penalty: 5998.740723
	Iteration 29Q: 3 clusters Score -2.422755e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -24227496.000000 Penalty: 5998.740723
	Iteration 30Q: 3 clusters Score -2.42275e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -24227364.000000 Penalty: 5998.740723
	Iteration 31Q: 3 clusters Score -2.422736e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176089 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -24227246.000000 Penalty: 5998.740723
	Iteration 32Q: 3 clusters Score -2.422725e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -24227224.000000 Penalty: 5998.740723
	Iteration 33Q: 3 clusters Score -2.422722e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176811 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -24227144.000000 Penalty: 5998.740723
	Iteration 34Q: 3 clusters Score -2.422714e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177041 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -24227058.000000 Penalty: 5998.740723
	Iteration 35Q: 3 clusters Score -2.422706e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177212 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -24227024.000000 Penalty: 5998.740723
	Iteration 36Q: 3 clusters Score -2.422702e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177337 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -24226990.000000 Penalty: 5998.740723
	Iteration 37Q: 3 clusters Score -2.422699e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -24226978.000000 Penalty: 5998.740723
	Iteration 38Q: 3 clusters Score -2.422698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177530 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -24226912.000000 Penalty: 5998.740723
	Iteration 39Q: 3 clusters Score -2.422691e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24226888.000000 Penalty: 5998.740723
	Iteration 40F: 3 clusters Score -2.422689e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24226858.000000 Penalty: 5998.740723
	Iteration 41Q: 3 clusters Score -2.422686e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -24226818.000000 Penalty: 5998.740723
	Iteration 42Q: 3 clusters Score -2.422682e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177712 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -24226822.000000 Penalty: 5998.740723
	Iteration 43Q: 3 clusters Score -2.422682e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24226856.000000 Penalty: 5998.740723
	Iteration 44Q: 3 clusters Score -2.422686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177764 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -24226830.000000 Penalty: 5998.740723
	Iteration 45Q: 3 clusters Score -2.422683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177786 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -24226806.000000 Penalty: 5998.740723
	Iteration 46Q: 3 clusters Score -2.422681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -24226782.000000 Penalty: 5998.740723
	Iteration 47Q: 3 clusters Score -2.422678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177827 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -24226778.000000 Penalty: 5998.740723
	Iteration 48Q: 3 clusters Score -2.422678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -24226778.000000 Penalty: 5998.740723
	Iteration 49Q: 3 clusters Score -2.422678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177849 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -24226770.000000 Penalty: 5998.740723
	Iteration 50Q: 3 clusters Score -2.422677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -24226756.000000 Penalty: 5998.740723
	Iteration 51Q: 3 clusters Score -2.422676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177858 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -24226778.000000 Penalty: 5998.740723
	Iteration 52Q: 3 clusters Score -2.422678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -24226790.000000 Penalty: 5998.740723
	Iteration 53Q: 3 clusters Score -2.422679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -24226770.000000 Penalty: 5998.740723
	Iteration 54Q: 3 clusters Score -2.422677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177869 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -24226752.000000 Penalty: 5998.740723
	Iteration 55Q: 3 clusters Score -2.422675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -24226760.000000 Penalty: 5998.740723
	Iteration 56Q: 3 clusters Score -2.422676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -24226764.000000 Penalty: 5998.740723
	Iteration 57Q: 3 clusters Score -2.422676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177884 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24226780.000000 Penalty: 5998.740723
	Iteration 58Q: 3 clusters Score -2.422678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177887 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -24226768.000000 Penalty: 5998.740723
	Iteration 59Q: 3 clusters Score -2.422677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177892 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -24226776.000000 Penalty: 5998.740723
	Iteration 60F: 3 clusters Score -2.422678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24226792.000000 Penalty: 5998.740723
	Iteration 61Q: 3 clusters Score -2.422679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177895 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24226788.000000 Penalty: 5998.740723
	Iteration 62Q: 3 clusters Score -2.422679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177896 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24226782.000000 Penalty: 5998.740723
	Iteration 63Q: 3 clusters Score -2.422678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177896 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24226782.000000 Penalty: 5998.740723
	Iteration 64F: 3 clusters Score -2.422678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Entering Unmasked Estep 
Score: -27574436.000000 Penalty: 3032.463867
	Iteration 0F: 2 clusters Score -2.757444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -27445982.000000 Penalty: 6064.927734
	Iteration 0F: 3 clusters Score -2.744598e+07 nChanged 98561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -27505030.000000 Penalty: 6064.927734
	Iteration 1F: 3 clusters Score -2.750503e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -27507172.000000 Penalty: 6064.927734
	Iteration 2Q: 3 clusters Score -2.750717e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -27510210.000000 Penalty: 6064.927734
	Iteration 3Q: 3 clusters Score -2.751021e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -27515144.000000 Penalty: 6064.927734
	Iteration 4Q: 3 clusters Score -2.751514e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -27522126.000000 Penalty: 6064.927734
	Iteration 5F: 3 clusters Score -2.752213e+07 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -27531368.000000 Penalty: 6064.927734
	Iteration 6F: 3 clusters Score -2.753137e+07 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -27542268.000000 Penalty: 6064.927734
	Iteration 7F: 3 clusters Score -2.754227e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147959 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -27551342.000000 Penalty: 6064.927734
	Iteration 8F: 3 clusters Score -2.755134e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152593 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -27556592.000000 Penalty: 6064.927734
	Iteration 9Q: 3 clusters Score -2.755659e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -27558998.000000 Penalty: 6064.927734
	Iteration 10Q: 3 clusters Score -2.7559e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -27560452.000000 Penalty: 6064.927734
	Iteration 11Q: 3 clusters Score -2.756045e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -27561718.000000 Penalty: 6064.927734
	Iteration 12Q: 3 clusters Score -2.756172e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -27562834.000000 Penalty: 6064.927734
	Iteration 13Q: 3 clusters Score -2.756283e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -27563942.000000 Penalty: 6064.927734
	Iteration 14Q: 3 clusters Score -2.756394e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172071 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -27564838.000000 Penalty: 6064.927734
	Iteration 15Q: 3 clusters Score -2.756484e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -27565544.000000 Penalty: 6064.927734
	Iteration 16Q: 3 clusters Score -2.756554e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -27566156.000000 Penalty: 6064.927734
	Iteration 17Q: 3 clusters Score -2.756616e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -27566908.000000 Penalty: 6064.927734
	Iteration 18Q: 3 clusters Score -2.756691e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182488 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -27567520.000000 Penalty: 6064.927734
	Iteration 19Q: 3 clusters Score -2.756752e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -27568062.000000 Penalty: 6064.927734
	Iteration 20F: 3 clusters Score -2.756806e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186742 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -27568664.000000 Penalty: 6064.927734
	Iteration 21Q: 3 clusters Score -2.756866e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188553 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -27569196.000000 Penalty: 6064.927734
	Iteration 22Q: 3 clusters Score -2.75692e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190223 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -27569706.000000 Penalty: 6064.927734
	Iteration 23Q: 3 clusters Score -2.756971e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191689 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -27570142.000000 Penalty: 6064.927734
	Iteration 24Q: 3 clusters Score -2.757014e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192980 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -27570614.000000 Penalty: 6064.927734
	Iteration 25Q: 3 clusters Score -2.757061e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194047 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -27570898.000000 Penalty: 6064.927734
	Iteration 26Q: 3 clusters Score -2.75709e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194977 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -27571078.000000 Penalty: 6064.927734
	Iteration 27Q: 3 clusters Score -2.757108e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195773 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -27571192.000000 Penalty: 6064.927734
	Iteration 28Q: 3 clusters Score -2.757119e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196464 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -27571276.000000 Penalty: 6064.927734
	Iteration 29Q: 3 clusters Score -2.757128e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197047 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -27571420.000000 Penalty: 6064.927734
	Iteration 30Q: 3 clusters Score -2.757142e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197506 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -27571400.000000 Penalty: 6064.927734
	Iteration 31Q: 3 clusters Score -2.75714e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197893 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -27571498.000000 Penalty: 6064.927734
	Iteration 32Q: 3 clusters Score -2.75715e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198270 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -27571536.000000 Penalty: 6064.927734
	Iteration 33Q: 3 clusters Score -2.757154e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198581 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -27571630.000000 Penalty: 6064.927734
	Iteration 34Q: 3 clusters Score -2.757163e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198833 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -27571654.000000 Penalty: 6064.927734
	Iteration 35Q: 3 clusters Score -2.757165e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199030 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -27571642.000000 Penalty: 6064.927734
	Iteration 36Q: 3 clusters Score -2.757164e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199222 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -27571668.000000 Penalty: 6064.927734
	Iteration 37Q: 3 clusters Score -2.757167e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -27571642.000000 Penalty: 6064.927734
	Iteration 38Q: 3 clusters Score -2.757164e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -27571682.000000 Penalty: 6064.927734
	Iteration 39Q: 3 clusters Score -2.757168e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199718 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -27571712.000000 Penalty: 6064.927734
	Iteration 40F: 3 clusters Score -2.757171e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199850 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -27571714.000000 Penalty: 6064.927734
	Iteration 41Q: 3 clusters Score -2.757171e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199979 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -27571754.000000 Penalty: 6064.927734
	Iteration 42Q: 3 clusters Score -2.757175e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200082 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -27571772.000000 Penalty: 6064.927734
	Iteration 43Q: 3 clusters Score -2.757177e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200171 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -27571782.000000 Penalty: 6064.927734
	Iteration 44Q: 3 clusters Score -2.757178e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200246 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -27571808.000000 Penalty: 6064.927734
	Iteration 45Q: 3 clusters Score -2.757181e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200320 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -27571854.000000 Penalty: 6064.927734
	Iteration 46Q: 3 clusters Score -2.757185e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200377 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -27571888.000000 Penalty: 6064.927734
	Iteration 47Q: 3 clusters Score -2.757189e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200436 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -27571882.000000 Penalty: 6064.927734
	Iteration 48Q: 3 clusters Score -2.757188e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200492 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -27571894.000000 Penalty: 6064.927734
	Iteration 49Q: 3 clusters Score -2.757189e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -27571908.000000 Penalty: 6064.927734
	Iteration 50Q: 3 clusters Score -2.757191e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200600 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -27571924.000000 Penalty: 6064.927734
	Iteration 51Q: 3 clusters Score -2.757192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200654 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -27571942.000000 Penalty: 6064.927734
	Iteration 52Q: 3 clusters Score -2.757194e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -27571950.000000 Penalty: 6064.927734
	Iteration 53Q: 3 clusters Score -2.757195e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200736 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -27571920.000000 Penalty: 6064.927734
	Iteration 54Q: 3 clusters Score -2.757192e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200767 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -27571972.000000 Penalty: 6064.927734
	Iteration 55Q: 3 clusters Score -2.757197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200802 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -27571986.000000 Penalty: 6064.927734
	Iteration 56Q: 3 clusters Score -2.757199e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200835 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -27571978.000000 Penalty: 6064.927734
	Iteration 57Q: 3 clusters Score -2.757198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200867 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -27572012.000000 Penalty: 6064.927734
	Iteration 58Q: 3 clusters Score -2.757201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200894 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -27572030.000000 Penalty: 6064.927734
	Iteration 59Q: 3 clusters Score -2.757203e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200923 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -27572090.000000 Penalty: 6064.927734
	Iteration 60F: 3 clusters Score -2.757209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200947 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -27572064.000000 Penalty: 6064.927734
	Iteration 61Q: 3 clusters Score -2.757206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200968 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -27572058.000000 Penalty: 6064.927734
	Iteration 62Q: 3 clusters Score -2.757206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200988 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -27572060.000000 Penalty: 6064.927734
	Iteration 63Q: 3 clusters Score -2.757206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201002 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -27572036.000000 Penalty: 6064.927734
	Iteration 64Q: 3 clusters Score -2.757204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201008 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -27572048.000000 Penalty: 6064.927734
	Iteration 65Q: 3 clusters Score -2.757205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201017 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -27572064.000000 Penalty: 6064.927734
	Iteration 66Q: 3 clusters Score -2.757206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201023 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -27572078.000000 Penalty: 6064.927734
	Iteration 67Q: 3 clusters Score -2.757208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201028 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -27572068.000000 Penalty: 6064.927734
	Iteration 68Q: 3 clusters Score -2.757207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201033 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -27572070.000000 Penalty: 6064.927734
	Iteration 69Q: 3 clusters Score -2.757207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201038 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -27572056.000000 Penalty: 6064.927734
	Iteration 70Q: 3 clusters Score -2.757206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201047 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -27572060.000000 Penalty: 6064.927734
	Iteration 71Q: 3 clusters Score -2.757206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201052 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -27572058.000000 Penalty: 6064.927734
	Iteration 72Q: 3 clusters Score -2.757206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201056 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -27572064.000000 Penalty: 6064.927734
	Iteration 73Q: 3 clusters Score -2.757206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -27572066.000000 Penalty: 6064.927734
	Iteration 74Q: 3 clusters Score -2.757207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201064 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -27572058.000000 Penalty: 6064.927734
	Iteration 75Q: 3 clusters Score -2.757206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201064 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -27572052.000000 Penalty: 6064.927734
	Iteration 76Q: 3 clusters Score -2.757205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201068 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -27572042.000000 Penalty: 6064.927734
	Iteration 77Q: 3 clusters Score -2.757204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201070 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -27572076.000000 Penalty: 6064.927734
	Iteration 78Q: 3 clusters Score -2.757208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201074 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -27572066.000000 Penalty: 6064.927734
	Iteration 79Q: 3 clusters Score -2.757207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -27572070.000000 Penalty: 6064.927734
	Iteration 80F: 3 clusters Score -2.757207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201082 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -27572082.000000 Penalty: 6064.927734
	Iteration 81Q: 3 clusters Score -2.757208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201084 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -27572070.000000 Penalty: 6064.927734
	Iteration 82Q: 3 clusters Score -2.757207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201085 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -27572070.000000 Penalty: 6064.927734
	Iteration 83Q: 3 clusters Score -2.757207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201089 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -27572064.000000 Penalty: 6064.927734
	Iteration 84Q: 3 clusters Score -2.757206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201093 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -27572058.000000 Penalty: 6064.927734
	Iteration 85Q: 3 clusters Score -2.757206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201094 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -27572064.000000 Penalty: 6064.927734
	Iteration 86Q: 3 clusters Score -2.757206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201098 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -27572068.000000 Penalty: 6064.927734
	Iteration 87Q: 3 clusters Score -2.757207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -27572078.000000 Penalty: 6064.927734
	Iteration 88Q: 3 clusters Score -2.757208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -27572068.000000 Penalty: 6064.927734
	Iteration 89Q: 3 clusters Score -2.757207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201104 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -27572058.000000 Penalty: 6064.927734
	Iteration 90Q: 3 clusters Score -2.757206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201106 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -27572060.000000 Penalty: 6064.927734
	Iteration 91Q: 3 clusters Score -2.757206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201106 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -27572060.000000 Penalty: 6064.927734
	Iteration 92F: 3 clusters Score -2.757206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Entering Unmasked Estep 
Score: -11019905.000000 Penalty: 2802.287354
	Iteration 0F: 2 clusters Score -1.10199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -10965845.000000 Penalty: 5604.574707
	Iteration 0F: 3 clusters Score -1.096584e+07 nChanged 37941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -10987326.000000 Penalty: 5604.574707
	Iteration 1F: 3 clusters Score -1.098733e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -10987982.000000 Penalty: 5604.574707
	Iteration 2Q: 3 clusters Score -1.098798e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -10988772.000000 Penalty: 5604.574707
	Iteration 3Q: 3 clusters Score -1.098877e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -10989981.000000 Penalty: 5604.574707
	Iteration 4Q: 3 clusters Score -1.098998e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -10991605.000000 Penalty: 5604.574707
	Iteration 5Q: 3 clusters Score -1.09916e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -10993665.000000 Penalty: 5604.574707
	Iteration 6F: 3 clusters Score -1.099366e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -10996247.000000 Penalty: 5604.574707
	Iteration 7F: 3 clusters Score -1.099625e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -10999225.000000 Penalty: 5604.574707
	Iteration 8F: 3 clusters Score -1.099922e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -11002719.000000 Penalty: 5604.574707
	Iteration 9F: 3 clusters Score -1.100272e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -11006333.000000 Penalty: 5604.574707
	Iteration 10F: 3 clusters Score -1.100633e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -11008847.000000 Penalty: 5604.574707
	Iteration 11F: 3 clusters Score -1.100885e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -11010142.000000 Penalty: 5604.574707
	Iteration 12Q: 3 clusters Score -1.101014e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -11010818.000000 Penalty: 5604.574707
	Iteration 13Q: 3 clusters Score -1.101082e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -11011162.000000 Penalty: 5604.574707
	Iteration 14Q: 3 clusters Score -1.101116e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -11011443.000000 Penalty: 5604.574707
	Iteration 15Q: 3 clusters Score -1.101144e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -11011648.000000 Penalty: 5604.574707
	Iteration 16Q: 3 clusters Score -1.101165e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -11011885.000000 Penalty: 5604.574707
	Iteration 17Q: 3 clusters Score -1.101188e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -11012059.000000 Penalty: 5604.574707
	Iteration 18Q: 3 clusters Score -1.101206e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -11012185.000000 Penalty: 5604.574707
	Iteration 19Q: 3 clusters Score -1.101218e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -11012269.000000 Penalty: 5604.574707
	Iteration 20F: 3 clusters Score -1.101227e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -11012438.000000 Penalty: 5604.574707
	Iteration 21Q: 3 clusters Score -1.101244e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -11012542.000000 Penalty: 5604.574707
	Iteration 22Q: 3 clusters Score -1.101254e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -11012701.000000 Penalty: 5604.574707
	Iteration 23Q: 3 clusters Score -1.10127e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -11012835.000000 Penalty: 5604.574707
	Iteration 24Q: 3 clusters Score -1.101284e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -11013065.000000 Penalty: 5604.574707
	Iteration 25Q: 3 clusters Score -1.101306e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -11013288.000000 Penalty: 5604.574707
	Iteration 26Q: 3 clusters Score -1.101329e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -11013547.000000 Penalty: 5604.574707
	Iteration 27Q: 3 clusters Score -1.101355e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -11013718.000000 Penalty: 5604.574707
	Iteration 28Q: 3 clusters Score -1.101372e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -11013941.000000 Penalty: 5604.574707
	Iteration 29Q: 3 clusters Score -1.101394e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -11014176.000000 Penalty: 5604.574707
	Iteration 30Q: 3 clusters Score -1.101418e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -11014345.000000 Penalty: 5604.574707
	Iteration 31Q: 3 clusters Score -1.101434e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -11014558.000000 Penalty: 5604.574707
	Iteration 32Q: 3 clusters Score -1.101456e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -11014776.000000 Penalty: 5604.574707
	Iteration 33Q: 3 clusters Score -1.101478e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -11015117.000000 Penalty: 5604.574707
	Iteration 34Q: 3 clusters Score -1.101512e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -11015403.000000 Penalty: 5604.574707
	Iteration 35Q: 3 clusters Score -1.10154e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -11015682.000000 Penalty: 5604.574707
	Iteration 36Q: 3 clusters Score -1.101568e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -11015949.000000 Penalty: 5604.574707
	Iteration 37Q: 3 clusters Score -1.101595e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -11016161.000000 Penalty: 5604.574707
	Iteration 38Q: 3 clusters Score -1.101616e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -11016378.000000 Penalty: 5604.574707
	Iteration 39Q: 3 clusters Score -1.101638e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -11016601.000000 Penalty: 5604.574707
	Iteration 40F: 3 clusters Score -1.10166e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -11016795.000000 Penalty: 5604.574707
	Iteration 41Q: 3 clusters Score -1.10168e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -11016974.000000 Penalty: 5604.574707
	Iteration 42Q: 3 clusters Score -1.101697e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -11017151.000000 Penalty: 5604.574707
	Iteration 43Q: 3 clusters Score -1.101715e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -11017331.000000 Penalty: 5604.574707
	Iteration 44Q: 3 clusters Score -1.101733e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -11017410.000000 Penalty: 5604.574707
	Iteration 45Q: 3 clusters Score -1.101741e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -11017470.000000 Penalty: 5604.574707
	Iteration 46Q: 3 clusters Score -1.101747e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -11017525.000000 Penalty: 5604.574707
	Iteration 47Q: 3 clusters Score -1.101752e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -11017578.000000 Penalty: 5604.574707
	Iteration 48Q: 3 clusters Score -1.101758e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -11017607.000000 Penalty: 5604.574707
	Iteration 49Q: 3 clusters Score -1.101761e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -11017637.000000 Penalty: 5604.574707
	Iteration 50Q: 3 clusters Score -1.101764e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -11017657.000000 Penalty: 5604.574707
	Iteration 51Q: 3 clusters Score -1.101766e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -11017672.000000 Penalty: 5604.574707
	Iteration 52Q: 3 clusters Score -1.101767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -11017707.000000 Penalty: 5604.574707
	Iteration 53Q: 3 clusters Score -1.101771e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -11017762.000000 Penalty: 5604.574707
	Iteration 54Q: 3 clusters Score -1.101776e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -11017789.000000 Penalty: 5604.574707
	Iteration 55Q: 3 clusters Score -1.101779e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -11017783.000000 Penalty: 5604.574707
	Iteration 56Q: 3 clusters Score -1.101778e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -11017801.000000 Penalty: 5604.574707
	Iteration 57Q: 3 clusters Score -1.10178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -11017788.000000 Penalty: 5604.574707
	Iteration 58Q: 3 clusters Score -1.101779e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -11017809.000000 Penalty: 5604.574707
	Iteration 59Q: 3 clusters Score -1.101781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -11017829.000000 Penalty: 5604.574707
	Iteration 60F: 3 clusters Score -1.101783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -11017847.000000 Penalty: 5604.574707
	Iteration 61Q: 3 clusters Score -1.101785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -11017851.000000 Penalty: 5604.574707
	Iteration 62Q: 3 clusters Score -1.101785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -11017869.000000 Penalty: 5604.574707
	Iteration 63Q: 3 clusters Score -1.101787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -11017875.000000 Penalty: 5604.574707
	Iteration 64Q: 3 clusters Score -1.101788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -11017891.000000 Penalty: 5604.574707
	Iteration 65Q: 3 clusters Score -1.101789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -11017902.000000 Penalty: 5604.574707
	Iteration 66Q: 3 clusters Score -1.10179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -11017908.000000 Penalty: 5604.574707
	Iteration 67Q: 3 clusters Score -1.101791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -11017915.000000 Penalty: 5604.574707
	Iteration 68Q: 3 clusters Score -1.101792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -11017917.000000 Penalty: 5604.574707
	Iteration 69Q: 3 clusters Score -1.101792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -11017924.000000 Penalty: 5604.574707
	Iteration 70Q: 3 clusters Score -1.101792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -11017906.000000 Penalty: 5604.574707
	Iteration 71Q: 3 clusters Score -1.101791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -11017919.000000 Penalty: 5604.574707
	Iteration 72Q: 3 clusters Score -1.101792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -11017927.000000 Penalty: 5604.574707
	Iteration 73Q: 3 clusters Score -1.101793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -11017916.000000 Penalty: 5604.574707
	Iteration 74Q: 3 clusters Score -1.101792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -11017938.000000 Penalty: 5604.574707
	Iteration 75Q: 3 clusters Score -1.101794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -11017936.000000 Penalty: 5604.574707
	Iteration 76Q: 3 clusters Score -1.101794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -11017938.000000 Penalty: 5604.574707
	Iteration 77Q: 3 clusters Score -1.101794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -11017949.000000 Penalty: 5604.574707
	Iteration 78Q: 3 clusters Score -1.101795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -11017946.000000 Penalty: 5604.574707
	Iteration 79Q: 3 clusters Score -1.101795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -11017944.000000 Penalty: 5604.574707
	Iteration 80F: 3 clusters Score -1.101794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -11017939.000000 Penalty: 5604.574707
	Iteration 81Q: 3 clusters Score -1.101794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -11017948.000000 Penalty: 5604.574707
	Iteration 82Q: 3 clusters Score -1.101795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -11017931.000000 Penalty: 5604.574707
	Iteration 83Q: 3 clusters Score -1.101793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -11017947.000000 Penalty: 5604.574707
	Iteration 84Q: 3 clusters Score -1.101795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -11017947.000000 Penalty: 5604.574707
	Iteration 85Q: 3 clusters Score -1.101795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -11017955.000000 Penalty: 5604.574707
	Iteration 86Q: 3 clusters Score -1.101796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -11017955.000000 Penalty: 5604.574707
	Iteration 87Q: 3 clusters Score -1.101796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -11017975.000000 Penalty: 5604.574707
	Iteration 88Q: 3 clusters Score -1.101798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -11017972.000000 Penalty: 5604.574707
	Iteration 89Q: 3 clusters Score -1.101797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -11017980.000000 Penalty: 5604.574707
	Iteration 90Q: 3 clusters Score -1.101798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -11017974.000000 Penalty: 5604.574707
	Iteration 91Q: 3 clusters Score -1.101797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -11017972.000000 Penalty: 5604.574707
	Iteration 92Q: 3 clusters Score -1.101797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -11017976.000000 Penalty: 5604.574707
	Iteration 93Q: 3 clusters Score -1.101798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -11017980.000000 Penalty: 5604.574707
	Iteration 94Q: 3 clusters Score -1.101798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -11017985.000000 Penalty: 5604.574707
	Iteration 95Q: 3 clusters Score -1.101798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -11017979.000000 Penalty: 5604.574707
	Iteration 96Q: 3 clusters Score -1.101798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -11017978.000000 Penalty: 5604.574707
	Iteration 97Q: 3 clusters Score -1.101798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -11017982.000000 Penalty: 5604.574707
	Iteration 98Q: 3 clusters Score -1.101798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -11017984.000000 Penalty: 5604.574707
	Iteration 99Q: 3 clusters Score -1.101798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -11017981.000000 Penalty: 5604.574707
	Iteration 100F: 3 clusters Score -1.101798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -11017981.000000 Penalty: 5604.574707
	Iteration 101Q: 3 clusters Score -1.101798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -11017992.000000 Penalty: 5604.574707
	Iteration 102Q: 3 clusters Score -1.101799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -11018007.000000 Penalty: 5604.574707
	Iteration 103Q: 3 clusters Score -1.101801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -11017993.000000 Penalty: 5604.574707
	Iteration 104Q: 3 clusters Score -1.101799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -11018005.000000 Penalty: 5604.574707
	Iteration 105Q: 3 clusters Score -1.1018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -11017990.000000 Penalty: 5604.574707
	Iteration 106Q: 3 clusters Score -1.101799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -11017993.000000 Penalty: 5604.574707
	Iteration 107Q: 3 clusters Score -1.101799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -11017997.000000 Penalty: 5604.574707
	Iteration 108Q: 3 clusters Score -1.1018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -11017998.000000 Penalty: 5604.574707
	Iteration 109Q: 3 clusters Score -1.1018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -11018002.000000 Penalty: 5604.574707
	Iteration 110Q: 3 clusters Score -1.1018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -11018001.000000 Penalty: 5604.574707
	Iteration 111Q: 3 clusters Score -1.1018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -11018010.000000 Penalty: 5604.574707
	Iteration 112Q: 3 clusters Score -1.101801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -11018010.000000 Penalty: 5604.574707
	Iteration 113Q: 3 clusters Score -1.101801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -11018010.000000 Penalty: 5604.574707
	Iteration 114Q: 3 clusters Score -1.101801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -11018010.000000 Penalty: 5604.574707
	Iteration 115Q: 3 clusters Score -1.101801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -11018011.000000 Penalty: 5604.574707
	Iteration 116Q: 3 clusters Score -1.101801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -11018009.000000 Penalty: 5604.574707
	Iteration 117Q: 3 clusters Score -1.101801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -11018010.000000 Penalty: 5604.574707
	Iteration 118Q: 3 clusters Score -1.101801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -11018007.000000 Penalty: 5604.574707
	Iteration 119Q: 3 clusters Score -1.101801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -11018007.000000 Penalty: 5604.574707
	Iteration 120F: 3 clusters Score -1.101801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Entering Unmasked Estep 
Score: -1736171.875000 Penalty: 2356.987061
	Iteration 0F: 2 clusters Score -1736172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1726284.125000 Penalty: 4713.974121
	Iteration 0F: 3 clusters Score -1726284 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1729534.250000 Penalty: 4713.974121
	Iteration 1F: 3 clusters Score -1729534 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1729930.625000 Penalty: 4713.974121
	Iteration 2F: 3 clusters Score -1729931 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1730225.000000 Penalty: 4713.974121
	Iteration 3F: 3 clusters Score -1730225 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1730493.625000 Penalty: 4713.974121
	Iteration 4Q: 3 clusters Score -1730494 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1730747.125000 Penalty: 4713.974121
	Iteration 5Q: 3 clusters Score -1730747 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1731016.500000 Penalty: 4713.974121
	Iteration 6Q: 3 clusters Score -1731016 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1731354.875000 Penalty: 4713.974121
	Iteration 7Q: 3 clusters Score -1731355 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1731776.000000 Penalty: 4713.974121
	Iteration 8Q: 3 clusters Score -1731776 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1732206.250000 Penalty: 4713.974121
	Iteration 9Q: 3 clusters Score -1732206 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1732618.500000 Penalty: 4713.974121
	Iteration 10Q: 3 clusters Score -1732618 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1732953.500000 Penalty: 4713.974121
	Iteration 11Q: 3 clusters Score -1732954 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1733239.250000 Penalty: 4713.974121
	Iteration 12Q: 3 clusters Score -1733239 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1733495.625000 Penalty: 4713.974121
	Iteration 13Q: 3 clusters Score -1733496 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1733741.875000 Penalty: 4713.974121
	Iteration 14Q: 3 clusters Score -1733742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1733974.375000 Penalty: 4713.974121
	Iteration 15Q: 3 clusters Score -1733974 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1734245.000000 Penalty: 4713.974121
	Iteration 16Q: 3 clusters Score -1734245 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1734486.625000 Penalty: 4713.974121
	Iteration 17Q: 3 clusters Score -1734487 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1734735.500000 Penalty: 4713.974121
	Iteration 18Q: 3 clusters Score -1734736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1734872.625000 Penalty: 4713.974121
	Iteration 19Q: 3 clusters Score -1734873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1734931.500000 Penalty: 4713.974121
	Iteration 20F: 3 clusters Score -1734932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1734959.500000 Penalty: 4713.974121
	Iteration 21Q: 3 clusters Score -1734960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1734972.875000 Penalty: 4713.974121
	Iteration 22Q: 3 clusters Score -1734973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1734981.125000 Penalty: 4713.974121
	Iteration 23Q: 3 clusters Score -1734981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1734990.625000 Penalty: 4713.974121
	Iteration 24Q: 3 clusters Score -1734991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1734992.375000 Penalty: 4713.974121
	Iteration 25Q: 3 clusters Score -1734992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1734997.250000 Penalty: 4713.974121
	Iteration 26Q: 3 clusters Score -1734997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1734998.500000 Penalty: 4713.974121
	Iteration 27Q: 3 clusters Score -1734998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1734998.750000 Penalty: 4713.974121
	Iteration 28Q: 3 clusters Score -1734999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1735000.375000 Penalty: 4713.974121
	Iteration 29Q: 3 clusters Score -1735000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1734998.875000 Penalty: 4713.974121
	Iteration 30Q: 3 clusters Score -1734999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1734998.500000 Penalty: 4713.974121
	Iteration 31Q: 3 clusters Score -1734998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1734998.500000 Penalty: 4713.974121
	Iteration 32F: 3 clusters Score -1734998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -109772.812500 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -109772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107946.781250 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -107946.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108468.242188 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -108468.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109104.375000 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -109104.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110049.335938 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -110049.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110773.695312 Penalty: 3395.028320
	Iteration 4F: 3 clusters Score -110773.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111780.328125 Penalty: 3395.028320
	Iteration 5F: 3 clusters Score -111780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111954.570312 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -111954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111960.031250 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -111960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111970.320312 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -111970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111988.460938 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -111988.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112049.531250 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -112049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112188.687500 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -112188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112192.484375 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -112192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112192.484375 Penalty: 3395.028320
	Iteration 13F: 3 clusters Score -112192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 178861 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 444 members 
Entering Unmasked Estep 
Score: -126422152.000000 Penalty: 88796.882812
Splitting cluster 8 changes total score from -126422224.000000 to -126422152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -254852.781250 Penalty: 1890.420654
	Iteration 0F: 2 clusters Score -254852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252226.750000 Penalty: 3780.841309
	Iteration 0F: 3 clusters Score -252226.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -252760.687500 Penalty: 3780.841309
	Iteration 1F: 3 clusters Score -252760.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -252957.234375 Penalty: 3780.841309
	Iteration 2F: 3 clusters Score -252957.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -253088.718750 Penalty: 3780.841309
	Iteration 3Q: 3 clusters Score -253088.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253218.078125 Penalty: 3780.841309
	Iteration 4Q: 3 clusters Score -253218.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -253387.156250 Penalty: 3780.841309
	Iteration 5F: 3 clusters Score -253387.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -253673.750000 Penalty: 3780.841309
	Iteration 6F: 3 clusters Score -253673.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -253956.562500 Penalty: 3780.841309
	Iteration 7F: 3 clusters Score -253956.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -254205.531250 Penalty: 3780.841309
	Iteration 8F: 3 clusters Score -254205.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -254409.687500 Penalty: 3780.841309
	Iteration 9Q: 3 clusters Score -254409.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -254515.531250 Penalty: 3780.841309
	Iteration 10Q: 3 clusters Score -254515.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -254549.687500 Penalty: 3780.841309
	Iteration 11Q: 3 clusters Score -254549.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -254568.515625 Penalty: 3780.841309
	Iteration 12Q: 3 clusters Score -254568.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -254579.687500 Penalty: 3780.841309
	Iteration 13Q: 3 clusters Score -254579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -254586.750000 Penalty: 3780.841309
	Iteration 14Q: 3 clusters Score -254586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -254589.765625 Penalty: 3780.841309
	Iteration 15Q: 3 clusters Score -254589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -254591.171875 Penalty: 3780.841309
	Iteration 16Q: 3 clusters Score -254591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -254591.171875 Penalty: 3780.841309
	Iteration 17F: 3 clusters Score -254591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Entering Unmasked Estep 
Score: -9485917.000000 Penalty: 2773.884521
	Iteration 0F: 2 clusters Score -9485917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -9437677.000000 Penalty: 5547.769043
	Iteration 0F: 3 clusters Score -9437677 nChanged 33811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -9456571.000000 Penalty: 5547.769043
	Iteration 1F: 3 clusters Score -9456571 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9457223.000000 Penalty: 5547.769043
	Iteration 2Q: 3 clusters Score -9457223 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -9458031.000000 Penalty: 5547.769043
	Iteration 3Q: 3 clusters Score -9458031 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -9459083.000000 Penalty: 5547.769043
	Iteration 4Q: 3 clusters Score -9459083 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -9460775.000000 Penalty: 5547.769043
	Iteration 5F: 3 clusters Score -9460775 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -9463408.000000 Penalty: 5547.769043
	Iteration 6F: 3 clusters Score -9463408 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -9467394.000000 Penalty: 5547.769043
	Iteration 7F: 3 clusters Score -9467394 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -9472097.000000 Penalty: 5547.769043
	Iteration 8F: 3 clusters Score -9472097 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -9476239.000000 Penalty: 5547.769043
	Iteration 9F: 3 clusters Score -9476239 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -9479246.000000 Penalty: 5547.769043
	Iteration 10Q: 3 clusters Score -9479246 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -9481108.000000 Penalty: 5547.769043
	Iteration 11Q: 3 clusters Score -9481108 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -9482260.000000 Penalty: 5547.769043
	Iteration 12Q: 3 clusters Score -9482260 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -9482802.000000 Penalty: 5547.769043
	Iteration 13Q: 3 clusters Score -9482802 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -9483100.000000 Penalty: 5547.769043
	Iteration 14Q: 3 clusters Score -9483100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -9483222.000000 Penalty: 5547.769043
	Iteration 15Q: 3 clusters Score -9483222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -9483320.000000 Penalty: 5547.769043
	Iteration 16Q: 3 clusters Score -9483320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -9483403.000000 Penalty: 5547.769043
	Iteration 17Q: 3 clusters Score -9483403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -9483455.000000 Penalty: 5547.769043
	Iteration 18Q: 3 clusters Score -9483455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -9483468.000000 Penalty: 5547.769043
	Iteration 19Q: 3 clusters Score -9483468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -9483484.000000 Penalty: 5547.769043
	Iteration 20F: 3 clusters Score -9483484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -9483506.000000 Penalty: 5547.769043
	Iteration 21Q: 3 clusters Score -9483506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -9483512.000000 Penalty: 5547.769043
	Iteration 22Q: 3 clusters Score -9483512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -9483534.000000 Penalty: 5547.769043
	Iteration 23Q: 3 clusters Score -9483534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -9483545.000000 Penalty: 5547.769043
	Iteration 24Q: 3 clusters Score -9483545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -9483548.000000 Penalty: 5547.769043
	Iteration 25Q: 3 clusters Score -9483548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -9483542.000000 Penalty: 5547.769043
	Iteration 26Q: 3 clusters Score -9483542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -9483552.000000 Penalty: 5547.769043
	Iteration 27Q: 3 clusters Score -9483552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -9483553.000000 Penalty: 5547.769043
	Iteration 28Q: 3 clusters Score -9483553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -9483563.000000 Penalty: 5547.769043
	Iteration 29Q: 3 clusters Score -9483563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -9483567.000000 Penalty: 5547.769043
	Iteration 30Q: 3 clusters Score -9483567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -9483567.000000 Penalty: 5547.769043
	Iteration 31F: 3 clusters Score -9483567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Entering Unmasked Estep 
Score: -6105908.500000 Penalty: 2656.264404
	Iteration 0F: 2 clusters Score -6105908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -6075700.500000 Penalty: 5312.528809
	Iteration 0F: 3 clusters Score -6075700 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6086683.000000 Penalty: 5312.528809
	Iteration 1F: 3 clusters Score -6086683 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6087099.000000 Penalty: 5312.528809
	Iteration 2Q: 3 clusters Score -6087099 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -6087429.000000 Penalty: 5312.528809
	Iteration 3Q: 3 clusters Score -6087429 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -6087829.000000 Penalty: 5312.528809
	Iteration 4Q: 3 clusters Score -6087829 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6088269.500000 Penalty: 5312.528809
	Iteration 5Q: 3 clusters Score -6088270 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6088882.000000 Penalty: 5312.528809
	Iteration 6Q: 3 clusters Score -6088882 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6089892.000000 Penalty: 5312.528809
	Iteration 7Q: 3 clusters Score -6089892 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -6091674.500000 Penalty: 5312.528809
	Iteration 8F: 3 clusters Score -6091674 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -6094461.500000 Penalty: 5312.528809
	Iteration 9F: 3 clusters Score -6094462 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -6097735.000000 Penalty: 5312.528809
	Iteration 10F: 3 clusters Score -6097735 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -6100533.500000 Penalty: 5312.528809
	Iteration 11F: 3 clusters Score -6100534 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -6102243.000000 Penalty: 5312.528809
	Iteration 12Q: 3 clusters Score -6102243 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -6103076.000000 Penalty: 5312.528809
	Iteration 13Q: 3 clusters Score -6103076 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6103498.000000 Penalty: 5312.528809
	Iteration 14Q: 3 clusters Score -6103498 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -6103784.000000 Penalty: 5312.528809
	Iteration 15Q: 3 clusters Score -6103784 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -6103923.000000 Penalty: 5312.528809
	Iteration 16Q: 3 clusters Score -6103923 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -6104019.500000 Penalty: 5312.528809
	Iteration 17Q: 3 clusters Score -6104020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -6104059.000000 Penalty: 5312.528809
	Iteration 18Q: 3 clusters Score -6104059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -6104077.000000 Penalty: 5312.528809
	Iteration 19Q: 3 clusters Score -6104077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -6104079.000000 Penalty: 5312.528809
	Iteration 20F: 3 clusters Score -6104079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6104082.500000 Penalty: 5312.528809
	Iteration 21Q: 3 clusters Score -6104082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -6104088.000000 Penalty: 5312.528809
	Iteration 22Q: 3 clusters Score -6104088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6104091.500000 Penalty: 5312.528809
	Iteration 23Q: 3 clusters Score -6104092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6104091.000000 Penalty: 5312.528809
	Iteration 24Q: 3 clusters Score -6104091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -6104092.500000 Penalty: 5312.528809
	Iteration 25Q: 3 clusters Score -6104092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -6104095.000000 Penalty: 5312.528809
	Iteration 26Q: 3 clusters Score -6104095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -6104099.500000 Penalty: 5312.528809
	Iteration 27Q: 3 clusters Score -6104100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -6104100.000000 Penalty: 5312.528809
	Iteration 28Q: 3 clusters Score -6104100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6104097.000000 Penalty: 5312.528809
	Iteration 29Q: 3 clusters Score -6104097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6104102.000000 Penalty: 5312.528809
	Iteration 30Q: 3 clusters Score -6104102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6104098.500000 Penalty: 5312.528809
	Iteration 31Q: 3 clusters Score -6104098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6104098.500000 Penalty: 5312.528809
	Iteration 32F: 3 clusters Score -6104098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Entering Unmasked Estep 
Score: -3169043.000000 Penalty: 2492.166504
	Iteration 0F: 2 clusters Score -3169043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3152980.250000 Penalty: 4984.333008
	Iteration 0F: 3 clusters Score -3152980 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3158379.250000 Penalty: 4984.333008
	Iteration 1F: 3 clusters Score -3158379 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3158719.000000 Penalty: 4984.333008
	Iteration 2Q: 3 clusters Score -3158719 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3159034.250000 Penalty: 4984.333008
	Iteration 3Q: 3 clusters Score -3159034 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3159365.250000 Penalty: 4984.333008
	Iteration 4Q: 3 clusters Score -3159365 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3159736.000000 Penalty: 4984.333008
	Iteration 5Q: 3 clusters Score -3159736 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3160198.250000 Penalty: 4984.333008
	Iteration 6Q: 3 clusters Score -3160198 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3160829.750000 Penalty: 4984.333008
	Iteration 7Q: 3 clusters Score -3160830 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3161570.000000 Penalty: 4984.333008
	Iteration 8F: 3 clusters Score -3161570 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3162459.250000 Penalty: 4984.333008
	Iteration 9F: 3 clusters Score -3162459 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3163439.750000 Penalty: 4984.333008
	Iteration 10F: 3 clusters Score -3163440 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3164360.250000 Penalty: 4984.333008
	Iteration 11Q: 3 clusters Score -3164360 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3165205.250000 Penalty: 4984.333008
	Iteration 12Q: 3 clusters Score -3165205 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3165776.500000 Penalty: 4984.333008
	Iteration 13Q: 3 clusters Score -3165776 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3166112.750000 Penalty: 4984.333008
	Iteration 14Q: 3 clusters Score -3166113 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3166340.750000 Penalty: 4984.333008
	Iteration 15Q: 3 clusters Score -3166341 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3166496.500000 Penalty: 4984.333008
	Iteration 16Q: 3 clusters Score -3166496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3166591.500000 Penalty: 4984.333008
	Iteration 17Q: 3 clusters Score -3166592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3166657.250000 Penalty: 4984.333008
	Iteration 18Q: 3 clusters Score -3166657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3166708.500000 Penalty: 4984.333008
	Iteration 19Q: 3 clusters Score -3166708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3166742.500000 Penalty: 4984.333008
	Iteration 20F: 3 clusters Score -3166742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3166766.000000 Penalty: 4984.333008
	Iteration 21Q: 3 clusters Score -3166766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3166787.250000 Penalty: 4984.333008
	Iteration 22Q: 3 clusters Score -3166787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3166801.000000 Penalty: 4984.333008
	Iteration 23Q: 3 clusters Score -3166801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3166814.750000 Penalty: 4984.333008
	Iteration 24Q: 3 clusters Score -3166815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3166827.000000 Penalty: 4984.333008
	Iteration 25Q: 3 clusters Score -3166827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3166830.500000 Penalty: 4984.333008
	Iteration 26Q: 3 clusters Score -3166830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3166833.750000 Penalty: 4984.333008
	Iteration 27Q: 3 clusters Score -3166834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3166838.250000 Penalty: 4984.333008
	Iteration 28Q: 3 clusters Score -3166838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3166839.500000 Penalty: 4984.333008
	Iteration 29Q: 3 clusters Score -3166840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3166842.000000 Penalty: 4984.333008
	Iteration 30Q: 3 clusters Score -3166842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3166846.750000 Penalty: 4984.333008
	Iteration 31Q: 3 clusters Score -3166847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3166847.250000 Penalty: 4984.333008
	Iteration 32Q: 3 clusters Score -3166847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3166847.250000 Penalty: 4984.333008
	Iteration 33F: 3 clusters Score -3166847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Entering Unmasked Estep 
Score: -1284681.500000 Penalty: 2286.779297
	Iteration 0F: 2 clusters Score -1284682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1276974.625000 Penalty: 4573.558594
	Iteration 0F: 3 clusters Score -1276975 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1279262.125000 Penalty: 4573.558594
	Iteration 1F: 3 clusters Score -1279262 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1279571.500000 Penalty: 4573.558594
	Iteration 2F: 3 clusters Score -1279572 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1279791.375000 Penalty: 4573.558594
	Iteration 3F: 3 clusters Score -1279791 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1279964.250000 Penalty: 4573.558594
	Iteration 4Q: 3 clusters Score -1279964 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1280119.875000 Penalty: 4573.558594
	Iteration 5Q: 3 clusters Score -1280120 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1280264.000000 Penalty: 4573.558594
	Iteration 6Q: 3 clusters Score -1280264 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1280416.000000 Penalty: 4573.558594
	Iteration 7Q: 3 clusters Score -1280416 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1280555.125000 Penalty: 4573.558594
	Iteration 8Q: 3 clusters Score -1280555 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1280736.250000 Penalty: 4573.558594
	Iteration 9Q: 3 clusters Score -1280736 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1280971.375000 Penalty: 4573.558594
	Iteration 10Q: 3 clusters Score -1280971 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1281201.125000 Penalty: 4573.558594
	Iteration 11Q: 3 clusters Score -1281201 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1281418.500000 Penalty: 4573.558594
	Iteration 12Q: 3 clusters Score -1281418 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1281635.125000 Penalty: 4573.558594
	Iteration 13Q: 3 clusters Score -1281635 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1281868.000000 Penalty: 4573.558594
	Iteration 14Q: 3 clusters Score -1281868 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1282112.000000 Penalty: 4573.558594
	Iteration 15Q: 3 clusters Score -1282112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1282301.500000 Penalty: 4573.558594
	Iteration 16Q: 3 clusters Score -1282302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1282444.875000 Penalty: 4573.558594
	Iteration 17Q: 3 clusters Score -1282445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1282546.375000 Penalty: 4573.558594
	Iteration 18Q: 3 clusters Score -1282546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1282605.875000 Penalty: 4573.558594
	Iteration 19Q: 3 clusters Score -1282606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1282658.875000 Penalty: 4573.558594
	Iteration 20F: 3 clusters Score -1282659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1282698.250000 Penalty: 4573.558594
	Iteration 21Q: 3 clusters Score -1282698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1282723.875000 Penalty: 4573.558594
	Iteration 22Q: 3 clusters Score -1282724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1282739.625000 Penalty: 4573.558594
	Iteration 23Q: 3 clusters Score -1282740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1282758.000000 Penalty: 4573.558594
	Iteration 24Q: 3 clusters Score -1282758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1282770.500000 Penalty: 4573.558594
	Iteration 25Q: 3 clusters Score -1282770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1282780.750000 Penalty: 4573.558594
	Iteration 26Q: 3 clusters Score -1282781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1282795.500000 Penalty: 4573.558594
	Iteration 27Q: 3 clusters Score -1282796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1282804.750000 Penalty: 4573.558594
	Iteration 28Q: 3 clusters Score -1282805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1282811.875000 Penalty: 4573.558594
	Iteration 29Q: 3 clusters Score -1282812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1282816.625000 Penalty: 4573.558594
	Iteration 30Q: 3 clusters Score -1282817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1282820.125000 Penalty: 4573.558594
	Iteration 31Q: 3 clusters Score -1282820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1282821.000000 Penalty: 4573.558594
	Iteration 32Q: 3 clusters Score -1282821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1282827.250000 Penalty: 4573.558594
	Iteration 33Q: 3 clusters Score -1282827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1282828.250000 Penalty: 4573.558594
	Iteration 34Q: 3 clusters Score -1282828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1282830.750000 Penalty: 4573.558594
	Iteration 35Q: 3 clusters Score -1282831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1282834.000000 Penalty: 4573.558594
	Iteration 36Q: 3 clusters Score -1282834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1282834.750000 Penalty: 4573.558594
	Iteration 37Q: 3 clusters Score -1282835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1282837.000000 Penalty: 4573.558594
	Iteration 38Q: 3 clusters Score -1282837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1282841.125000 Penalty: 4573.558594
	Iteration 39Q: 3 clusters Score -1282841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1282842.750000 Penalty: 4573.558594
	Iteration 40F: 3 clusters Score -1282843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1282843.250000 Penalty: 4573.558594
	Iteration 41Q: 3 clusters Score -1282843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1282844.000000 Penalty: 4573.558594
	Iteration 42Q: 3 clusters Score -1282844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1282844.000000 Penalty: 4573.558594
	Iteration 43F: 3 clusters Score -1282844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (178861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178861 members 
Entering Unmasked Estep 
Score: -24189562.000000 Penalty: 2999.402344
	Iteration 0F: 2 clusters Score -2.418956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -24075778.000000 Penalty: 5998.804688
	Iteration 0F: 3 clusters Score -2.407578e+07 nChanged 85808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -24126108.000000 Penalty: 5998.804688
	Iteration 1F: 3 clusters Score -2.412611e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -24127554.000000 Penalty: 5998.804688
	Iteration 2Q: 3 clusters Score -2.412755e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -24129438.000000 Penalty: 5998.804688
	Iteration 3Q: 3 clusters Score -2.412944e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -24131988.000000 Penalty: 5998.804688
	Iteration 4Q: 3 clusters Score -2.413199e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -24135830.000000 Penalty: 5998.804688
	Iteration 5Q: 3 clusters Score -2.413583e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111240 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -24141678.000000 Penalty: 5998.804688
	Iteration 6F: 3 clusters Score -2.414168e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -24149188.000000 Penalty: 5998.804688
	Iteration 7F: 3 clusters Score -2.414919e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -24157294.000000 Penalty: 5998.804688
	Iteration 8F: 3 clusters Score -2.415729e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132303 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -24163842.000000 Penalty: 5998.804688
	Iteration 9F: 3 clusters Score -2.416384e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136544 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -24168544.000000 Penalty: 5998.804688
	Iteration 10Q: 3 clusters Score -2.416854e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -24171254.000000 Penalty: 5998.804688
	Iteration 11Q: 3 clusters Score -2.417125e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -24172908.000000 Penalty: 5998.804688
	Iteration 12Q: 3 clusters Score -2.417291e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -24174254.000000 Penalty: 5998.804688
	Iteration 13Q: 3 clusters Score -2.417425e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -24175346.000000 Penalty: 5998.804688
	Iteration 14Q: 3 clusters Score -2.417535e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147823 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -24176376.000000 Penalty: 5998.804688
	Iteration 15Q: 3 clusters Score -2.417638e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -24177370.000000 Penalty: 5998.804688
	Iteration 16Q: 3 clusters Score -2.417737e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -24178216.000000 Penalty: 5998.804688
	Iteration 17Q: 3 clusters Score -2.417822e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -24179138.000000 Penalty: 5998.804688
	Iteration 18Q: 3 clusters Score -2.417914e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -24179884.000000 Penalty: 5998.804688
	Iteration 19Q: 3 clusters Score -2.417988e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -24180798.000000 Penalty: 5998.804688
	Iteration 20F: 3 clusters Score -2.41808e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -24181628.000000 Penalty: 5998.804688
	Iteration 21Q: 3 clusters Score -2.418163e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160506 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -24182404.000000 Penalty: 5998.804688
	Iteration 22Q: 3 clusters Score -2.41824e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162140 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -24183104.000000 Penalty: 5998.804688
	Iteration 23Q: 3 clusters Score -2.41831e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -24183888.000000 Penalty: 5998.804688
	Iteration 24Q: 3 clusters Score -2.418389e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165158 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -24184590.000000 Penalty: 5998.804688
	Iteration 25Q: 3 clusters Score -2.418459e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -24185282.000000 Penalty: 5998.804688
	Iteration 26Q: 3 clusters Score -2.418528e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -24185794.000000 Penalty: 5998.804688
	Iteration 27Q: 3 clusters Score -2.418579e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168837 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -24186254.000000 Penalty: 5998.804688
	Iteration 28Q: 3 clusters Score -2.418625e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -24186730.000000 Penalty: 5998.804688
	Iteration 29Q: 3 clusters Score -2.418673e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -24187158.000000 Penalty: 5998.804688
	Iteration 30Q: 3 clusters Score -2.418716e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -24187538.000000 Penalty: 5998.804688
	Iteration 31Q: 3 clusters Score -2.418754e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -24187884.000000 Penalty: 5998.804688
	Iteration 32Q: 3 clusters Score -2.418788e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -24188262.000000 Penalty: 5998.804688
	Iteration 33Q: 3 clusters Score -2.418826e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -24188588.000000 Penalty: 5998.804688
	Iteration 34Q: 3 clusters Score -2.418859e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -24188884.000000 Penalty: 5998.804688
	Iteration 35Q: 3 clusters Score -2.418888e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -24189228.000000 Penalty: 5998.804688
	Iteration 36Q: 3 clusters Score -2.418923e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173723 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -24189476.000000 Penalty: 5998.804688
	Iteration 37Q: 3 clusters Score -2.418948e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173851 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -24189660.000000 Penalty: 5998.804688
	Iteration 38Q: 3 clusters Score -2.418966e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173952 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -24189740.000000 Penalty: 5998.804688
	Iteration 39Q: 3 clusters Score -2.418974e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173993 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -24189866.000000 Penalty: 5998.804688
	Iteration 40F: 3 clusters Score -2.418987e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174010 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -24189900.000000 Penalty: 5998.804688
	Iteration 41Q: 3 clusters Score -2.41899e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -24189952.000000 Penalty: 5998.804688
	Iteration 42Q: 3 clusters Score -2.418995e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174043 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -24190008.000000 Penalty: 5998.804688
	Iteration 43Q: 3 clusters Score -2.419001e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174039 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -24190074.000000 Penalty: 5998.804688
	Iteration 44Q: 3 clusters Score -2.419007e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -24190108.000000 Penalty: 5998.804688
	Iteration 45Q: 3 clusters Score -2.419011e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -24190090.000000 Penalty: 5998.804688
	Iteration 46Q: 3 clusters Score -2.419009e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -24190082.000000 Penalty: 5998.804688
	Iteration 47Q: 3 clusters Score -2.419008e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174084 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -24190118.000000 Penalty: 5998.804688
	Iteration 48Q: 3 clusters Score -2.419012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174082 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -24190130.000000 Penalty: 5998.804688
	Iteration 49Q: 3 clusters Score -2.419013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -24190144.000000 Penalty: 5998.804688
	Iteration 50Q: 3 clusters Score -2.419014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -24190194.000000 Penalty: 5998.804688
	Iteration 51Q: 3 clusters Score -2.419019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174091 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -24190194.000000 Penalty: 5998.804688
	Iteration 52Q: 3 clusters Score -2.419019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174093 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -24190168.000000 Penalty: 5998.804688
	Iteration 53Q: 3 clusters Score -2.419017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174102 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -24190168.000000 Penalty: 5998.804688
	Iteration 54Q: 3 clusters Score -2.419017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174109 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -24190158.000000 Penalty: 5998.804688
	Iteration 55Q: 3 clusters Score -2.419016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174121 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -24190166.000000 Penalty: 5998.804688
	Iteration 56Q: 3 clusters Score -2.419017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -24190178.000000 Penalty: 5998.804688
	Iteration 57Q: 3 clusters Score -2.419018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -24190180.000000 Penalty: 5998.804688
	Iteration 58Q: 3 clusters Score -2.419018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174120 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -24190176.000000 Penalty: 5998.804688
	Iteration 59Q: 3 clusters Score -2.419018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -24190176.000000 Penalty: 5998.804688
	Iteration 60F: 3 clusters Score -2.419018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174120 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -24190182.000000 Penalty: 5998.804688
	Iteration 61Q: 3 clusters Score -2.419018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174121 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -24190178.000000 Penalty: 5998.804688
	Iteration 62Q: 3 clusters Score -2.419018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174130 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -24190180.000000 Penalty: 5998.804688
	Iteration 63Q: 3 clusters Score -2.419018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174137 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -24190184.000000 Penalty: 5998.804688
	Iteration 64Q: 3 clusters Score -2.419018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174143 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -24190184.000000 Penalty: 5998.804688
	Iteration 65Q: 3 clusters Score -2.419018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -24190192.000000 Penalty: 5998.804688
	Iteration 66Q: 3 clusters Score -2.419019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -24190184.000000 Penalty: 5998.804688
	Iteration 67Q: 3 clusters Score -2.419018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174154 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -24190166.000000 Penalty: 5998.804688
	Iteration 68Q: 3 clusters Score -2.419017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -24190168.000000 Penalty: 5998.804688
	Iteration 69Q: 3 clusters Score -2.419017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -24190168.000000 Penalty: 5998.804688
	Iteration 70F: 3 clusters Score -2.419017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 174153 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 4708 members 
Entering Unmasked Estep 
Score: -126421416.000000 Penalty: 88796.882812
Splitting cluster 14 changes total score from -126422224.000000 to -126421416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (32296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Entering Unmasked Estep 
Score: -4402228.500000 Penalty: 2574.909424
	Iteration 0F: 2 clusters Score -4402228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4380043.000000 Penalty: 5149.818848
	Iteration 0F: 3 clusters Score -4380043 nChanged 14744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4388007.000000 Penalty: 5149.818848
	Iteration 1F: 3 clusters Score -4388007 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4388376.500000 Penalty: 5149.818848
	Iteration 2Q: 3 clusters Score -4388376 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4388671.500000 Penalty: 5149.818848
	Iteration 3Q: 3 clusters Score -4388672 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4388888.500000 Penalty: 5149.818848
	Iteration 4Q: 3 clusters Score -4388888 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4389100.500000 Penalty: 5149.818848
	Iteration 5Q: 3 clusters Score -4389100 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4389258.500000 Penalty: 5149.818848
	Iteration 6Q: 3 clusters Score -4389258 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4389405.500000 Penalty: 5149.818848
	Iteration 7Q: 3 clusters Score -4389406 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4389534.500000 Penalty: 5149.818848
	Iteration 8Q: 3 clusters Score -4389534 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4389665.500000 Penalty: 5149.818848
	Iteration 9Q: 3 clusters Score -4389666 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4389899.000000 Penalty: 5149.818848
	Iteration 10Q: 3 clusters Score -4389899 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4390180.000000 Penalty: 5149.818848
	Iteration 11Q: 3 clusters Score -4390180 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4390515.500000 Penalty: 5149.818848
	Iteration 12Q: 3 clusters Score -4390516 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4391062.500000 Penalty: 5149.818848
	Iteration 13Q: 3 clusters Score -4391062 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4391934.500000 Penalty: 5149.818848
	Iteration 14Q: 3 clusters Score -4391934 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4393223.500000 Penalty: 5149.818848
	Iteration 15F: 3 clusters Score -4393224 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4394824.000000 Penalty: 5149.818848
	Iteration 16F: 3 clusters Score -4394824 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4396534.500000 Penalty: 5149.818848
	Iteration 17F: 3 clusters Score -4396534 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4397916.000000 Penalty: 5149.818848
	Iteration 18Q: 3 clusters Score -4397916 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4398827.500000 Penalty: 5149.818848
	Iteration 19Q: 3 clusters Score -4398828 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4399342.500000 Penalty: 5149.818848
	Iteration 20F: 3 clusters Score -4399342 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4399574.000000 Penalty: 5149.818848
	Iteration 21Q: 3 clusters Score -4399574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4399662.500000 Penalty: 5149.818848
	Iteration 22Q: 3 clusters Score -4399662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4399763.000000 Penalty: 5149.818848
	Iteration 23Q: 3 clusters Score -4399763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4399840.000000 Penalty: 5149.818848
	Iteration 24Q: 3 clusters Score -4399840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4399894.500000 Penalty: 5149.818848
	Iteration 25Q: 3 clusters Score -4399894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4399934.500000 Penalty: 5149.818848
	Iteration 26Q: 3 clusters Score -4399934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4399972.000000 Penalty: 5149.818848
	Iteration 27Q: 3 clusters Score -4399972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4399988.000000 Penalty: 5149.818848
	Iteration 28Q: 3 clusters Score -4399988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4400005.500000 Penalty: 5149.818848
	Iteration 29Q: 3 clusters Score -4400006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4400009.000000 Penalty: 5149.818848
	Iteration 30Q: 3 clusters Score -4400009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4400011.500000 Penalty: 5149.818848
	Iteration 31Q: 3 clusters Score -4400012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4400016.500000 Penalty: 5149.818848
	Iteration 32Q: 3 clusters Score -4400016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4400022.500000 Penalty: 5149.818848
	Iteration 33Q: 3 clusters Score -4400022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4400025.500000 Penalty: 5149.818848
	Iteration 34Q: 3 clusters Score -4400026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4400029.000000 Penalty: 5149.818848
	Iteration 35Q: 3 clusters Score -4400029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4400029.500000 Penalty: 5149.818848
	Iteration 36Q: 3 clusters Score -4400030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4400029.500000 Penalty: 5149.818848
	Iteration 37F: 3 clusters Score -4400030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -583079.312500 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -583079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -579044.187500 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -579044.2 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -579944.250000 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -579944.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -580123.687500 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -580123.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -580213.312500 Penalty: 4140.287109
	Iteration 3Q: 3 clusters Score -580213.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -580269.687500 Penalty: 4140.287109
	Iteration 4Q: 3 clusters Score -580269.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -580306.687500 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -580306.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -580331.437500 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -580331.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -580351.187500 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -580351.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -580366.937500 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -580366.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -580383.125000 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -580383.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -580399.000000 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -580399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -580408.312500 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -580408.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -580414.625000 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -580414.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -580420.687500 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -580420.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -580426.562500 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -580426.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -580432.125000 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -580432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -580434.937500 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -580434.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -580440.750000 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -580440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -580446.000000 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -580446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -580448.500000 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -580448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -580451.875000 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -580451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -580454.875000 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -580454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -580457.312500 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -580457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -580460.187500 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -580460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -580462.125000 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -580462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -580463.937500 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -580463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -580467.500000 Penalty: 4140.287109
	Iteration 26Q: 3 clusters Score -580467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -580468.875000 Penalty: 4140.287109
	Iteration 27Q: 3 clusters Score -580468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -580470.375000 Penalty: 4140.287109
	Iteration 28Q: 3 clusters Score -580470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -580471.625000 Penalty: 4140.287109
	Iteration 29Q: 3 clusters Score -580471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -580473.312500 Penalty: 4140.287109
	Iteration 30Q: 3 clusters Score -580473.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -580474.437500 Penalty: 4140.287109
	Iteration 31Q: 3 clusters Score -580474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -580477.125000 Penalty: 4140.287109
	Iteration 32Q: 3 clusters Score -580477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -580479.437500 Penalty: 4140.287109
	Iteration 33Q: 3 clusters Score -580479.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -580480.562500 Penalty: 4140.287109
	Iteration 34Q: 3 clusters Score -580480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -580483.062500 Penalty: 4140.287109
	Iteration 35Q: 3 clusters Score -580483.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -580485.375000 Penalty: 4140.287109
	Iteration 36Q: 3 clusters Score -580485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -580486.125000 Penalty: 4140.287109
	Iteration 37Q: 3 clusters Score -580486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -580489.062500 Penalty: 4140.287109
	Iteration 38Q: 3 clusters Score -580489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -580490.812500 Penalty: 4140.287109
	Iteration 39Q: 3 clusters Score -580490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -580490.000000 Penalty: 4140.287109
	Iteration 40F: 3 clusters Score -580490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -580490.437500 Penalty: 4140.287109
	Iteration 41Q: 3 clusters Score -580490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -580490.437500 Penalty: 4140.287109
	Iteration 42F: 3 clusters Score -580490.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -42049.792969 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -42049.79 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 195 members 
Entering Unmasked Estep 
Score: -40755.058594 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -40755.06 nChanged 63
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: -40983.394531 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -40983.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41159.773438 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -41159.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41520.203125 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -41520.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41964.492188 Penalty: 2946.324951
	Iteration 4F: 3 clusters Score -41964.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -42140.187500 Penalty: 2946.324951
	Iteration 5F: 3 clusters Score -42140.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -42241.882812 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -42241.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -42325.457031 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -42325.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -42335.062500 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -42335.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -42340.574219 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -42340.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -42359.679688 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -42359.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -42377.808594 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -42377.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -42377.808594 Penalty: 2946.324951
	Iteration 12F: 3 clusters Score -42377.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 178861 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 61 members 
Entering Unmasked Estep 
Score: -126420088.000000 Penalty: 88796.882812
Splitting cluster 17 changes total score from -126422224.000000 to -126420088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (46911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Entering Unmasked Estep 
Score: -6398143.500000 Penalty: 2667.489746
	Iteration 0F: 2 clusters Score -6398144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -6366429.000000 Penalty: 5334.979492
	Iteration 0F: 3 clusters Score -6366429 nChanged 21580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -6378372.500000 Penalty: 5334.979492
	Iteration 1F: 3 clusters Score -6378372 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6378906.500000 Penalty: 5334.979492
	Iteration 2Q: 3 clusters Score -6378906 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -6379551.500000 Penalty: 5334.979492
	Iteration 3Q: 3 clusters Score -6379552 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -6380350.000000 Penalty: 5334.979492
	Iteration 4Q: 3 clusters Score -6380350 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -6381439.000000 Penalty: 5334.979492
	Iteration 5Q: 3 clusters Score -6381439 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -6382741.500000 Penalty: 5334.979492
	Iteration 6F: 3 clusters Score -6382742 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -6384529.500000 Penalty: 5334.979492
	Iteration 7F: 3 clusters Score -6384530 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -6386810.500000 Penalty: 5334.979492
	Iteration 8F: 3 clusters Score -6386810 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -6389237.000000 Penalty: 5334.979492
	Iteration 9F: 3 clusters Score -6389237 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -6391379.000000 Penalty: 5334.979492
	Iteration 10F: 3 clusters Score -6391379 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6393014.500000 Penalty: 5334.979492
	Iteration 11Q: 3 clusters Score -6393014 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6394079.000000 Penalty: 5334.979492
	Iteration 12Q: 3 clusters Score -6394079 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6394747.000000 Penalty: 5334.979492
	Iteration 13Q: 3 clusters Score -6394747 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6395104.000000 Penalty: 5334.979492
	Iteration 14Q: 3 clusters Score -6395104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6395388.500000 Penalty: 5334.979492
	Iteration 15Q: 3 clusters Score -6395388 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6395569.000000 Penalty: 5334.979492
	Iteration 16Q: 3 clusters Score -6395569 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6395663.500000 Penalty: 5334.979492
	Iteration 17Q: 3 clusters Score -6395664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6395728.500000 Penalty: 5334.979492
	Iteration 18Q: 3 clusters Score -6395728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6395775.500000 Penalty: 5334.979492
	Iteration 19Q: 3 clusters Score -6395776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6395811.500000 Penalty: 5334.979492
	Iteration 20F: 3 clusters Score -6395812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6395828.000000 Penalty: 5334.979492
	Iteration 21Q: 3 clusters Score -6395828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6395837.000000 Penalty: 5334.979492
	Iteration 22Q: 3 clusters Score -6395837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6395855.500000 Penalty: 5334.979492
	Iteration 23Q: 3 clusters Score -6395856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6395874.500000 Penalty: 5334.979492
	Iteration 24Q: 3 clusters Score -6395874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6395888.500000 Penalty: 5334.979492
	Iteration 25Q: 3 clusters Score -6395888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6395896.000000 Penalty: 5334.979492
	Iteration 26Q: 3 clusters Score -6395896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6395905.500000 Penalty: 5334.979492
	Iteration 27Q: 3 clusters Score -6395906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6395905.500000 Penalty: 5334.979492
	Iteration 28Q: 3 clusters Score -6395906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6395909.500000 Penalty: 5334.979492
	Iteration 29Q: 3 clusters Score -6395910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6395911.500000 Penalty: 5334.979492
	Iteration 30Q: 3 clusters Score -6395912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6395911.500000 Penalty: 5334.979492
	Iteration 31F: 3 clusters Score -6395912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -307309.718750 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -307309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -304387.156250 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -304387.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -304953.000000 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -304953 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305103.031250 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -305103 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -305175.500000 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -305175.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -305224.687500 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -305224.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -305271.812500 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -305271.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -305308.843750 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -305308.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -305342.125000 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -305342.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -305365.187500 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -305365.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -305383.843750 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -305383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -305393.531250 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -305393.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -305405.906250 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -305405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -305418.843750 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -305418.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -305427.843750 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -305427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305433.718750 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -305433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -305439.812500 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -305439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305444.250000 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -305444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -305445.906250 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -305445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -305448.406250 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -305448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305450.750000 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -305450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305451.781250 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -305451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -760033.375000 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -760033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -754953.250000 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -754953.2 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -756309.062500 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -756309.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -756660.062500 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -756660.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -756969.500000 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -756969.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -757225.625000 Penalty: 4307.295410
	Iteration 4F: 3 clusters Score -757225.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -757478.312500 Penalty: 4307.295410
	Iteration 5F: 3 clusters Score -757478.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -757690.000000 Penalty: 4307.295410
	Iteration 6F: 3 clusters Score -757690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -757875.750000 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -757875.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -758003.750000 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -758003.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -758103.687500 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -758103.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -758174.312500 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -758174.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -758228.375000 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -758228.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -758266.125000 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -758266.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -758295.375000 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -758295.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -758312.562500 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -758312.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -758323.125000 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -758323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -758328.562500 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -758328.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -758340.875000 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -758340.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -758352.312500 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -758352.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -758362.187500 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -758362.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -758370.375000 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -758370.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -758375.625000 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -758375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -758381.812500 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -758381.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -758382.500000 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -758382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -758384.437500 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -758384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -758384.562500 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -758384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -758384.562500 Penalty: 4307.295410
	Iteration 26F: 3 clusters Score -758384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Entering Unmasked Estep 
Score: -1388556.375000 Penalty: 2325.148926
	Iteration 0F: 2 clusters Score -1388556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1379843.375000 Penalty: 4650.297852
	Iteration 0F: 3 clusters Score -1379843 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1382522.875000 Penalty: 4650.297852
	Iteration 1F: 3 clusters Score -1382523 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1383020.625000 Penalty: 4650.297852
	Iteration 2F: 3 clusters Score -1383021 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1383573.875000 Penalty: 4650.297852
	Iteration 3F: 3 clusters Score -1383574 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1384273.375000 Penalty: 4650.297852
	Iteration 4F: 3 clusters Score -1384273 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1384959.375000 Penalty: 4650.297852
	Iteration 5F: 3 clusters Score -1384959 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1385615.250000 Penalty: 4650.297852
	Iteration 6F: 3 clusters Score -1385615 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1386196.375000 Penalty: 4650.297852
	Iteration 7F: 3 clusters Score -1386196 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1386629.625000 Penalty: 4650.297852
	Iteration 8F: 3 clusters Score -1386630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1386887.375000 Penalty: 4650.297852
	Iteration 9Q: 3 clusters Score -1386887 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1387066.625000 Penalty: 4650.297852
	Iteration 10Q: 3 clusters Score -1387067 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1387197.625000 Penalty: 4650.297852
	Iteration 11Q: 3 clusters Score -1387198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1387313.875000 Penalty: 4650.297852
	Iteration 12Q: 3 clusters Score -1387314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1387428.000000 Penalty: 4650.297852
	Iteration 13Q: 3 clusters Score -1387428 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1387545.625000 Penalty: 4650.297852
	Iteration 14Q: 3 clusters Score -1387546 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1387667.375000 Penalty: 4650.297852
	Iteration 15Q: 3 clusters Score -1387667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1387776.125000 Penalty: 4650.297852
	Iteration 16Q: 3 clusters Score -1387776 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1387882.375000 Penalty: 4650.297852
	Iteration 17Q: 3 clusters Score -1387882 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1387980.500000 Penalty: 4650.297852
	Iteration 18Q: 3 clusters Score -1387980 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1388101.625000 Penalty: 4650.297852
	Iteration 19Q: 3 clusters Score -1388102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1388293.500000 Penalty: 4650.297852
	Iteration 20F: 3 clusters Score -1388294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1388434.875000 Penalty: 4650.297852
	Iteration 21Q: 3 clusters Score -1388435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1388516.625000 Penalty: 4650.297852
	Iteration 22Q: 3 clusters Score -1388517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1388557.625000 Penalty: 4650.297852
	Iteration 23Q: 3 clusters Score -1388558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1388585.000000 Penalty: 4650.297852
	Iteration 24Q: 3 clusters Score -1388585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1388605.500000 Penalty: 4650.297852
	Iteration 25Q: 3 clusters Score -1388606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1388618.625000 Penalty: 4650.297852
	Iteration 26Q: 3 clusters Score -1388619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1388626.500000 Penalty: 4650.297852
	Iteration 27Q: 3 clusters Score -1388626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1388631.875000 Penalty: 4650.297852
	Iteration 28Q: 3 clusters Score -1388632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1388640.625000 Penalty: 4650.297852
	Iteration 29Q: 3 clusters Score -1388641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1388641.125000 Penalty: 4650.297852
	Iteration 30Q: 3 clusters Score -1388641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1388648.125000 Penalty: 4650.297852
	Iteration 31Q: 3 clusters Score -1388648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1388648.250000 Penalty: 4650.297852
	Iteration 32Q: 3 clusters Score -1388648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1388645.500000 Penalty: 4650.297852
	Iteration 33Q: 3 clusters Score -1388646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1388648.250000 Penalty: 4650.297852
	Iteration 34Q: 3 clusters Score -1388648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1388648.250000 Penalty: 4650.297852
	Iteration 35F: 3 clusters Score -1388648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 178861 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 10622 members 
Entering Unmasked Estep 
Score: -126420720.000000 Penalty: 88796.882812
Splitting cluster 21 changes total score from -126422224.000000 to -126420720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (10297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Entering Unmasked Estep 
Score: -1331555.000000 Penalty: 2291.422852
	Iteration 0F: 2 clusters Score -1331555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1323694.250000 Penalty: 4582.845703
	Iteration 0F: 3 clusters Score -1323694 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1325964.125000 Penalty: 4582.845703
	Iteration 1F: 3 clusters Score -1325964 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1326309.375000 Penalty: 4582.845703
	Iteration 2F: 3 clusters Score -1326309 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1326669.500000 Penalty: 4582.845703
	Iteration 3F: 3 clusters Score -1326670 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1327053.125000 Penalty: 4582.845703
	Iteration 4F: 3 clusters Score -1327053 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1327490.750000 Penalty: 4582.845703
	Iteration 5F: 3 clusters Score -1327491 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1327939.250000 Penalty: 4582.845703
	Iteration 6F: 3 clusters Score -1327939 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1328364.375000 Penalty: 4582.845703
	Iteration 7F: 3 clusters Score -1328364 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1328797.750000 Penalty: 4582.845703
	Iteration 8F: 3 clusters Score -1328798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1329215.625000 Penalty: 4582.845703
	Iteration 9F: 3 clusters Score -1329216 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1329599.875000 Penalty: 4582.845703
	Iteration 10Q: 3 clusters Score -1329600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1329937.750000 Penalty: 4582.845703
	Iteration 11Q: 3 clusters Score -1329938 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1330208.250000 Penalty: 4582.845703
	Iteration 12Q: 3 clusters Score -1330208 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1330391.750000 Penalty: 4582.845703
	Iteration 13Q: 3 clusters Score -1330392 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1330525.875000 Penalty: 4582.845703
	Iteration 14Q: 3 clusters Score -1330526 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1330625.625000 Penalty: 4582.845703
	Iteration 15Q: 3 clusters Score -1330626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1330698.250000 Penalty: 4582.845703
	Iteration 16Q: 3 clusters Score -1330698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1330755.250000 Penalty: 4582.845703
	Iteration 17Q: 3 clusters Score -1330755 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1330796.875000 Penalty: 4582.845703
	Iteration 18Q: 3 clusters Score -1330797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1330828.875000 Penalty: 4582.845703
	Iteration 19Q: 3 clusters Score -1330829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1330858.875000 Penalty: 4582.845703
	Iteration 20F: 3 clusters Score -1330859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1330873.875000 Penalty: 4582.845703
	Iteration 21Q: 3 clusters Score -1330874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1330891.500000 Penalty: 4582.845703
	Iteration 22Q: 3 clusters Score -1330892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1330904.000000 Penalty: 4582.845703
	Iteration 23Q: 3 clusters Score -1330904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1330911.875000 Penalty: 4582.845703
	Iteration 24Q: 3 clusters Score -1330912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1330917.750000 Penalty: 4582.845703
	Iteration 25Q: 3 clusters Score -1330918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1330923.875000 Penalty: 4582.845703
	Iteration 26Q: 3 clusters Score -1330924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1330927.375000 Penalty: 4582.845703
	Iteration 27Q: 3 clusters Score -1330927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1330934.250000 Penalty: 4582.845703
	Iteration 28Q: 3 clusters Score -1330934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1330932.750000 Penalty: 4582.845703
	Iteration 29Q: 3 clusters Score -1330933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1330936.000000 Penalty: 4582.845703
	Iteration 30Q: 3 clusters Score -1330936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1330937.250000 Penalty: 4582.845703
	Iteration 31Q: 3 clusters Score -1330937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1330938.750000 Penalty: 4582.845703
	Iteration 32Q: 3 clusters Score -1330939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1330942.625000 Penalty: 4582.845703
	Iteration 33Q: 3 clusters Score -1330943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1330941.625000 Penalty: 4582.845703
	Iteration 34Q: 3 clusters Score -1330942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1330949.125000 Penalty: 4582.845703
	Iteration 35Q: 3 clusters Score -1330949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1330950.250000 Penalty: 4582.845703
	Iteration 36Q: 3 clusters Score -1330950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1330954.750000 Penalty: 4582.845703
	Iteration 37Q: 3 clusters Score -1330955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1330965.000000 Penalty: 4582.845703
	Iteration 38Q: 3 clusters Score -1330965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1330973.500000 Penalty: 4582.845703
	Iteration 39Q: 3 clusters Score -1330974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1330980.375000 Penalty: 4582.845703
	Iteration 40F: 3 clusters Score -1330980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1330994.000000 Penalty: 4582.845703
	Iteration 41Q: 3 clusters Score -1330994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1331003.750000 Penalty: 4582.845703
	Iteration 42Q: 3 clusters Score -1331004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1331011.875000 Penalty: 4582.845703
	Iteration 43Q: 3 clusters Score -1331012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1331020.625000 Penalty: 4582.845703
	Iteration 44Q: 3 clusters Score -1331021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1331026.250000 Penalty: 4582.845703
	Iteration 45Q: 3 clusters Score -1331026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1331035.750000 Penalty: 4582.845703
	Iteration 46Q: 3 clusters Score -1331036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1331041.750000 Penalty: 4582.845703
	Iteration 47Q: 3 clusters Score -1331042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1331051.500000 Penalty: 4582.845703
	Iteration 48Q: 3 clusters Score -1331052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1331066.500000 Penalty: 4582.845703
	Iteration 49Q: 3 clusters Score -1331066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1331071.875000 Penalty: 4582.845703
	Iteration 50Q: 3 clusters Score -1331072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1331079.375000 Penalty: 4582.845703
	Iteration 51Q: 3 clusters Score -1331079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1331085.125000 Penalty: 4582.845703
	Iteration 52Q: 3 clusters Score -1331085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1331090.375000 Penalty: 4582.845703
	Iteration 53Q: 3 clusters Score -1331090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1331091.500000 Penalty: 4582.845703
	Iteration 54Q: 3 clusters Score -1331092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1331097.000000 Penalty: 4582.845703
	Iteration 55Q: 3 clusters Score -1331097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1331103.625000 Penalty: 4582.845703
	Iteration 56Q: 3 clusters Score -1331104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1331103.875000 Penalty: 4582.845703
	Iteration 57Q: 3 clusters Score -1331104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1331102.500000 Penalty: 4582.845703
	Iteration 58Q: 3 clusters Score -1331102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1331103.875000 Penalty: 4582.845703
	Iteration 59Q: 3 clusters Score -1331104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1331103.625000 Penalty: 4582.845703
	Iteration 60F: 3 clusters Score -1331104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1331104.625000 Penalty: 4582.845703
	Iteration 61Q: 3 clusters Score -1331105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1331105.750000 Penalty: 4582.845703
	Iteration 62Q: 3 clusters Score -1331106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1331109.750000 Penalty: 4582.845703
	Iteration 63Q: 3 clusters Score -1331110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1331108.500000 Penalty: 4582.845703
	Iteration 64Q: 3 clusters Score -1331108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1331108.500000 Penalty: 4582.845703
	Iteration 65F: 3 clusters Score -1331108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -69226.093750 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -69226.09 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 369 members 
Entering Unmasked Estep 
Score: -67772.148438 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -67772.15 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68426.632812 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -68426.63 nChanged 82
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: -68716.375000 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -68716.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68947.734375 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -68947.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69183.851562 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -69183.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -69844.148438 Penalty: 3277.568359
	Iteration 5F: 3 clusters Score -69844.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71447.539062 Penalty: 3277.568359
	Iteration 6F: 3 clusters Score -71447.54 nChanged 71
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: -72733.859375 Penalty: 3277.568359
	Iteration 7F: 3 clusters Score -72733.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73238.328125 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -73238.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -73735.406250 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -73735.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73874.726562 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -73874.73 nChanged 1
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: -73888.820312 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -73888.82 nChanged 0
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: -73888.820312 Penalty: 3277.568359
	Iteration 12F: 3 clusters Score -73888.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 178861 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 275 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 466 members 
Entering Unmasked Estep 
Score: -126424400.000000 Penalty: 88796.882812
Splitting cluster 23 changes total score from -126422224.000000 to -126424400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -32540.431641 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -32540.43 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 159 members 
Entering Unmasked Estep 
Score: -31308.337891 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -31308.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31706.658203 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -31706.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31950.222656 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -31950.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32237.794922 Penalty: 2851.698975
	Iteration 3F: 3 clusters Score -32237.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32504.503906 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -32504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32659.199219 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -32659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32681.308594 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -32681.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32681.308594 Penalty: 2851.698975
	Iteration 7F: 3 clusters Score -32681.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 178861 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 275 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 145 members 
Entering Unmasked Estep 
Score: -126422544.000000 Penalty: 92212.148438
Splitting cluster 24 changes total score from -126422224.000000 to -126422544.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 25 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -65302.945312 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -65302.95 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 305 members 
Entering Unmasked Estep 
Score: -63827.035156 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -63827.04 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64254.726562 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -64254.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64616.734375 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -64616.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64788.511719 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -64788.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64902.093750 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -64902.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64986.117188 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -64986.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65072.437500 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -65072.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65095.902344 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -65095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65114.910156 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -65114.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65121.046875 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -65121.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65134.750000 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -65134.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65143.625000 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -65143.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65148.726562 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -65148.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65148.726562 Penalty: 3156.062012
	Iteration 13F: 3 clusters Score -65148.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 178838 members 
Mstep: Class 5 contains 204368 members 
Mstep: Class 6 contains 80785 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 44835 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 178861 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 275 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423256.000000 Penalty: 92212.148438
Iteration 119Q: 28 clusters Score -1.264233e+08 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 179776 members 
Mstep: Class 5 contains 204363 members 
Mstep: Class 6 contains 79898 members 
Mstep: Class 7 contains 13398 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 71991 members 
Mstep: Class 11 contains 44955 members 
Mstep: Class 12 contains 23159 members 
Mstep: Class 13 contains 10112 members 
Mstep: Class 14 contains 178513 members 
Mstep: Class 15 contains 32382 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 47053 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 5926 members 
Mstep: Class 21 contains 11731 members 
Mstep: Class 22 contains 10300 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423392.000000 Penalty: 92212.148438
Iteration 120F: 28 clusters Score -1.264234e+08 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 180649 members 
Mstep: Class 5 contains 204248 members 
Mstep: Class 6 contains 79021 members 
Mstep: Class 7 contains 13384 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 71872 members 
Mstep: Class 11 contains 45059 members 
Mstep: Class 12 contains 23195 members 
Mstep: Class 13 contains 10111 members 
Mstep: Class 14 contains 178441 members 
Mstep: Class 15 contains 32431 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 47210 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 5946 members 
Mstep: Class 21 contains 11680 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 185 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423352.000000 Penalty: 92212.148438
Iteration 121Q: 28 clusters Score -1.264234e+08 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 181394 members 
Mstep: Class 5 contains 204079 members 
Mstep: Class 6 contains 78228 members 
Mstep: Class 7 contains 13367 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 71754 members 
Mstep: Class 11 contains 45142 members 
Mstep: Class 12 contains 23242 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 178504 members 
Mstep: Class 15 contains 32459 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 47379 members 
Mstep: Class 19 contains 2333 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 10302 members 
Mstep: Class 23 contains 425 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423328.000000 Penalty: 92212.148438
Iteration 122Q: 28 clusters Score -1.264233e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3731 members 
Mstep: Class 4 contains 182032 members 
Mstep: Class 5 contains 203915 members 
Mstep: Class 6 contains 77520 members 
Mstep: Class 7 contains 13351 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 71625 members 
Mstep: Class 11 contains 45220 members 
Mstep: Class 12 contains 23273 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 178691 members 
Mstep: Class 15 contains 32479 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 47505 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 11678 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 441 members 
Mstep: Class 24 contains 214 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423600.000000 Penalty: 92212.148438
Iteration 123Q: 28 clusters Score -1.264236e+08 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 182555 members 
Mstep: Class 5 contains 203747 members 
Mstep: Class 6 contains 76918 members 
Mstep: Class 7 contains 13331 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 71484 members 
Mstep: Class 11 contains 45284 members 
Mstep: Class 12 contains 23320 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 178875 members 
Mstep: Class 15 contains 32486 members 
Mstep: Class 16 contains 4007 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 47648 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 11705 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 451 members 
Mstep: Class 24 contains 216 members 
Mstep: Class 25 contains 581 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423808.000000 Penalty: 92212.148438
Iteration 124Q: 28 clusters Score -1.264238e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 182949 members 
Mstep: Class 5 contains 203626 members 
Mstep: Class 6 contains 76355 members 
Mstep: Class 7 contains 13318 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 71328 members 
Mstep: Class 11 contains 45337 members 
Mstep: Class 12 contains 23357 members 
Mstep: Class 13 contains 10120 members 
Mstep: Class 14 contains 179077 members 
Mstep: Class 15 contains 32520 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 11734 members 
Mstep: Class 22 contains 10282 members 
Mstep: Class 23 contains 455 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423560.000000 Penalty: 92212.148438
Iteration 125Q: 28 clusters Score -1.264236e+08 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 183140 members 
Mstep: Class 5 contains 203660 members 
Mstep: Class 6 contains 75863 members 
Mstep: Class 7 contains 13309 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 71143 members 
Mstep: Class 11 contains 45410 members 
Mstep: Class 12 contains 23397 members 
Mstep: Class 13 contains 10118 members 
Mstep: Class 14 contains 179285 members 
Mstep: Class 15 contains 32554 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 6020 members 
Mstep: Class 21 contains 11756 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 222 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423744.000000 Penalty: 92212.148438
Iteration 126Q: 28 clusters Score -1.264237e+08 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 183216 members 
Mstep: Class 5 contains 203626 members 
Mstep: Class 6 contains 75474 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 70943 members 
Mstep: Class 11 contains 45481 members 
Mstep: Class 12 contains 23435 members 
Mstep: Class 13 contains 10112 members 
Mstep: Class 14 contains 179627 members 
Mstep: Class 15 contains 32534 members 
Mstep: Class 16 contains 3924 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 48069 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 6042 members 
Mstep: Class 21 contains 11764 members 
Mstep: Class 22 contains 10274 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423808.000000 Penalty: 92212.148438
Iteration 127Q: 28 clusters Score -1.264238e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 183213 members 
Mstep: Class 5 contains 203573 members 
Mstep: Class 6 contains 75111 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 70753 members 
Mstep: Class 11 contains 45561 members 
Mstep: Class 12 contains 23463 members 
Mstep: Class 13 contains 10113 members 
Mstep: Class 14 contains 180044 members 
Mstep: Class 15 contains 32552 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 48181 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 11774 members 
Mstep: Class 22 contains 10270 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423712.000000 Penalty: 92212.148438
Iteration 128Q: 28 clusters Score -1.264237e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 183159 members 
Mstep: Class 5 contains 203475 members 
Mstep: Class 6 contains 74797 members 
Mstep: Class 7 contains 13287 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 70595 members 
Mstep: Class 11 contains 45639 members 
Mstep: Class 12 contains 23518 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 180456 members 
Mstep: Class 15 contains 32564 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48316 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 6066 members 
Mstep: Class 21 contains 11791 members 
Mstep: Class 22 contains 10262 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423808.000000 Penalty: 92212.148438
Iteration 129Q: 28 clusters Score -1.264238e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 183037 members 
Mstep: Class 5 contains 203340 members 
Mstep: Class 6 contains 74535 members 
Mstep: Class 7 contains 13284 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 70449 members 
Mstep: Class 11 contains 45718 members 
Mstep: Class 12 contains 23568 members 
Mstep: Class 13 contains 10091 members 
Mstep: Class 14 contains 180898 members 
Mstep: Class 15 contains 32603 members 
Mstep: Class 16 contains 3829 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48422 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 11810 members 
Mstep: Class 22 contains 10260 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424552.000000 Penalty: 92212.148438
Iteration 130Q: 28 clusters Score -1.264246e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 182881 members 
Mstep: Class 5 contains 203381 members 
Mstep: Class 6 contains 74268 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 70301 members 
Mstep: Class 11 contains 45760 members 
Mstep: Class 12 contains 23604 members 
Mstep: Class 13 contains 10081 members 
Mstep: Class 14 contains 181204 members 
Mstep: Class 15 contains 32654 members 
Mstep: Class 16 contains 3793 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48555 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 6083 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 10260 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424928.000000 Penalty: 92212.148438
Iteration 131Q: 28 clusters Score -1.264249e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 182677 members 
Mstep: Class 5 contains 203545 members 
Mstep: Class 6 contains 74028 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 70149 members 
Mstep: Class 11 contains 45818 members 
Mstep: Class 12 contains 23651 members 
Mstep: Class 13 contains 10077 members 
Mstep: Class 14 contains 181425 members 
Mstep: Class 15 contains 32675 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48666 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 6091 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 10259 members 
Mstep: Class 23 contains 479 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424704.000000 Penalty: 92212.148438
Iteration 132Q: 28 clusters Score -1.264247e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 182415 members 
Mstep: Class 5 contains 203720 members 
Mstep: Class 6 contains 73855 members 
Mstep: Class 7 contains 13269 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 69991 members 
Mstep: Class 11 contains 45869 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 13 contains 10078 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 32669 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48768 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 6106 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 10261 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424536.000000 Penalty: 92212.148438
Iteration 133Q: 28 clusters Score -1.264245e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3694 members 
Mstep: Class 4 contains 182140 members 
Mstep: Class 5 contains 203964 members 
Mstep: Class 6 contains 73713 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 69834 members 
Mstep: Class 11 contains 45910 members 
Mstep: Class 12 contains 23806 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 181787 members 
Mstep: Class 15 contains 32654 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48883 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 6113 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 10261 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425056.000000 Penalty: 92212.148438
Iteration 134Q: 28 clusters Score -1.264251e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 181908 members 
Mstep: Class 5 contains 204203 members 
Mstep: Class 6 contains 73605 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 69670 members 
Mstep: Class 11 contains 45970 members 
Mstep: Class 12 contains 23876 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 14 contains 181889 members 
Mstep: Class 15 contains 32643 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 48966 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 6117 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 10263 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425048.000000 Penalty: 92212.148438
Iteration 135Q: 28 clusters Score -1.26425e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 181695 members 
Mstep: Class 5 contains 204373 members 
Mstep: Class 6 contains 73533 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 69476 members 
Mstep: Class 11 contains 46018 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 14 contains 182014 members 
Mstep: Class 15 contains 32643 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 49057 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 11866 members 
Mstep: Class 22 contains 10263 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425424.000000 Penalty: 92212.148438
Iteration 136Q: 28 clusters Score -1.264254e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 181493 members 
Mstep: Class 5 contains 204526 members 
Mstep: Class 6 contains 73476 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 69305 members 
Mstep: Class 11 contains 46051 members 
Mstep: Class 12 contains 24003 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 182164 members 
Mstep: Class 15 contains 32638 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 49131 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 6135 members 
Mstep: Class 21 contains 11874 members 
Mstep: Class 22 contains 10264 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425672.000000 Penalty: 92212.148438
Iteration 137Q: 28 clusters Score -1.264257e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 181270 members 
Mstep: Class 5 contains 204648 members 
Mstep: Class 6 contains 73412 members 
Mstep: Class 7 contains 13281 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 69158 members 
Mstep: Class 11 contains 46089 members 
Mstep: Class 12 contains 24067 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 182352 members 
Mstep: Class 15 contains 32616 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 49189 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 6140 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 10264 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426112.000000 Penalty: 92212.148438
Iteration 138Q: 28 clusters Score -1.264261e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 181111 members 
Mstep: Class 5 contains 204780 members 
Mstep: Class 6 contains 73342 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 69036 members 
Mstep: Class 11 contains 46129 members 
Mstep: Class 12 contains 24116 members 
Mstep: Class 13 contains 10057 members 
Mstep: Class 14 contains 182464 members 
Mstep: Class 15 contains 32587 members 
Mstep: Class 16 contains 3582 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 49236 members 
Mstep: Class 19 contains 2156 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 10268 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426264.000000 Penalty: 92212.148438
Iteration 139Q: 28 clusters Score -1.264263e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 3689 members 
Mstep: Class 4 contains 180941 members 
Mstep: Class 5 contains 204929 members 
Mstep: Class 6 contains 73262 members 
Mstep: Class 7 contains 13289 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68900 members 
Mstep: Class 11 contains 46175 members 
Mstep: Class 12 contains 24179 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 182540 members 
Mstep: Class 15 contains 32601 members 
Mstep: Class 16 contains 3566 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 49279 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 6151 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10268 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426456.000000 Penalty: 92212.148438
Iteration 140F: 28 clusters Score -1.264265e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 180880 members 
Mstep: Class 5 contains 204967 members 
Mstep: Class 6 contains 73189 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 68784 members 
Mstep: Class 11 contains 46205 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 182573 members 
Mstep: Class 15 contains 32613 members 
Mstep: Class 16 contains 3553 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49357 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 6158 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 10271 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426880.000000 Penalty: 92212.148438
Iteration 141Q: 28 clusters Score -1.264269e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 180824 members 
Mstep: Class 5 contains 204991 members 
Mstep: Class 6 contains 73101 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68690 members 
Mstep: Class 11 contains 46249 members 
Mstep: Class 12 contains 24299 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 182640 members 
Mstep: Class 15 contains 32633 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49401 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 6164 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 10274 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427072.000000 Penalty: 92212.148438
Iteration 142Q: 28 clusters Score -1.264271e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 180761 members 
Mstep: Class 5 contains 204955 members 
Mstep: Class 6 contains 73042 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68615 members 
Mstep: Class 11 contains 46295 members 
Mstep: Class 12 contains 24352 members 
Mstep: Class 13 contains 10049 members 
Mstep: Class 14 contains 182743 members 
Mstep: Class 15 contains 32625 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49453 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 6171 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426832.000000 Penalty: 92212.148438
Iteration 143Q: 28 clusters Score -1.264268e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 180748 members 
Mstep: Class 5 contains 204911 members 
Mstep: Class 6 contains 72962 members 
Mstep: Class 7 contains 13289 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 68551 members 
Mstep: Class 11 contains 46358 members 
Mstep: Class 12 contains 24388 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 182831 members 
Mstep: Class 15 contains 32625 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49479 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427096.000000 Penalty: 92212.148438
Iteration 144Q: 28 clusters Score -1.264271e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 180749 members 
Mstep: Class 5 contains 204957 members 
Mstep: Class 6 contains 72857 members 
Mstep: Class 7 contains 13290 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68491 members 
Mstep: Class 11 contains 46419 members 
Mstep: Class 12 contains 24413 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 182846 members 
Mstep: Class 15 contains 32641 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 6181 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426952.000000 Penalty: 92212.148438
Iteration 145Q: 28 clusters Score -1.26427e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 180739 members 
Mstep: Class 5 contains 204962 members 
Mstep: Class 6 contains 72774 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 68436 members 
Mstep: Class 11 contains 46473 members 
Mstep: Class 12 contains 24440 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 14 contains 182878 members 
Mstep: Class 15 contains 32639 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49540 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426848.000000 Penalty: 92212.148438
Iteration 146Q: 28 clusters Score -1.264268e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 180724 members 
Mstep: Class 5 contains 204993 members 
Mstep: Class 6 contains 72691 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68376 members 
Mstep: Class 11 contains 46517 members 
Mstep: Class 12 contains 24472 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 14 contains 182924 members 
Mstep: Class 15 contains 32635 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49563 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426976.000000 Penalty: 92212.148438
Iteration 147Q: 28 clusters Score -1.26427e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3677 members 
Mstep: Class 4 contains 180695 members 
Mstep: Class 5 contains 204946 members 
Mstep: Class 6 contains 72623 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68317 members 
Mstep: Class 11 contains 46574 members 
Mstep: Class 12 contains 24516 members 
Mstep: Class 13 contains 10057 members 
Mstep: Class 14 contains 183002 members 
Mstep: Class 15 contains 32635 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49593 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 10276 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427088.000000 Penalty: 92212.148438
Iteration 148Q: 28 clusters Score -1.264271e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 180651 members 
Mstep: Class 5 contains 204959 members 
Mstep: Class 6 contains 72574 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68253 members 
Mstep: Class 11 contains 46621 members 
Mstep: Class 12 contains 24542 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 183086 members 
Mstep: Class 15 contains 32608 members 
Mstep: Class 16 contains 3457 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49611 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427008.000000 Penalty: 92212.148438
Iteration 149Q: 28 clusters Score -1.26427e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3673 members 
Mstep: Class 4 contains 180620 members 
Mstep: Class 5 contains 204959 members 
Mstep: Class 6 contains 72530 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 68218 members 
Mstep: Class 11 contains 46653 members 
Mstep: Class 12 contains 24568 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 183147 members 
Mstep: Class 15 contains 32601 members 
Mstep: Class 16 contains 3444 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49626 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 6202 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 10276 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427136.000000 Penalty: 92212.148438
Iteration 150Q: 28 clusters Score -1.264271e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 180611 members 
Mstep: Class 5 contains 204924 members 
Mstep: Class 6 contains 72489 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 68177 members 
Mstep: Class 11 contains 46680 members 
Mstep: Class 12 contains 24599 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 183219 members 
Mstep: Class 15 contains 32588 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49639 members 
Mstep: Class 19 contains 2121 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426936.000000 Penalty: 92212.148438
Iteration 151Q: 28 clusters Score -1.264269e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 180600 members 
Mstep: Class 5 contains 204924 members 
Mstep: Class 6 contains 72428 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 68141 members 
Mstep: Class 11 contains 46717 members 
Mstep: Class 12 contains 24630 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 14 contains 183250 members 
Mstep: Class 15 contains 32587 members 
Mstep: Class 16 contains 3427 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427232.000000 Penalty: 92212.148438
Iteration 152Q: 28 clusters Score -1.264272e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3674 members 
Mstep: Class 4 contains 180569 members 
Mstep: Class 5 contains 204951 members 
Mstep: Class 6 contains 72366 members 
Mstep: Class 7 contains 13289 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 68111 members 
Mstep: Class 11 contains 46734 members 
Mstep: Class 12 contains 24659 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 183298 members 
Mstep: Class 15 contains 32585 members 
Mstep: Class 16 contains 3421 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49671 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427024.000000 Penalty: 92212.148438
Iteration 153Q: 28 clusters Score -1.26427e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 180580 members 
Mstep: Class 5 contains 204952 members 
Mstep: Class 6 contains 72331 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 68084 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 12 contains 24689 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 183293 members 
Mstep: Class 15 contains 32587 members 
Mstep: Class 16 contains 3418 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49691 members 
Mstep: Class 19 contains 2115 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426744.000000 Penalty: 92212.148438
Iteration 154Q: 28 clusters Score -1.264267e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 180546 members 
Mstep: Class 5 contains 204988 members 
Mstep: Class 6 contains 72309 members 
Mstep: Class 7 contains 13283 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 68067 members 
Mstep: Class 11 contains 46765 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 10057 members 
Mstep: Class 14 contains 183289 members 
Mstep: Class 15 contains 32580 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49707 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426664.000000 Penalty: 92212.148438
Iteration 155Q: 28 clusters Score -1.264267e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 180511 members 
Mstep: Class 5 contains 204973 members 
Mstep: Class 6 contains 72302 members 
Mstep: Class 7 contains 13280 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 68042 members 
Mstep: Class 11 contains 46780 members 
Mstep: Class 12 contains 24750 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 183331 members 
Mstep: Class 15 contains 32569 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49719 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426832.000000 Penalty: 92212.148438
Iteration 156Q: 28 clusters Score -1.264268e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 180489 members 
Mstep: Class 5 contains 204968 members 
Mstep: Class 6 contains 72284 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 46805 members 
Mstep: Class 12 contains 24766 members 
Mstep: Class 13 contains 10051 members 
Mstep: Class 14 contains 183348 members 
Mstep: Class 15 contains 32553 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49744 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426840.000000 Penalty: 92212.148438
Iteration 157Q: 28 clusters Score -1.264268e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180468 members 
Mstep: Class 5 contains 204967 members 
Mstep: Class 6 contains 72278 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 68004 members 
Mstep: Class 11 contains 46829 members 
Mstep: Class 12 contains 24788 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 183342 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49758 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426808.000000 Penalty: 92212.148438
Iteration 158Q: 28 clusters Score -1.264268e+08 nChanged 658
Entering ConstructFrom: 
Score: -126426808.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (27167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Entering Unmasked Estep 
Score: -3554604.250000 Penalty: 2532.020264
	Iteration 0F: 2 clusters Score -3554604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3536004.000000 Penalty: 5064.040527
	Iteration 0F: 3 clusters Score -3536004 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3542751.500000 Penalty: 5064.040527
	Iteration 1F: 3 clusters Score -3542752 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3543496.250000 Penalty: 5064.040527
	Iteration 2F: 3 clusters Score -3543496 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3544082.250000 Penalty: 5064.040527
	Iteration 3F: 3 clusters Score -3544082 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3544564.500000 Penalty: 5064.040527
	Iteration 4Q: 3 clusters Score -3544564 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3544977.250000 Penalty: 5064.040527
	Iteration 5Q: 3 clusters Score -3544977 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3545365.000000 Penalty: 5064.040527
	Iteration 6Q: 3 clusters Score -3545365 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3545752.500000 Penalty: 5064.040527
	Iteration 7Q: 3 clusters Score -3545752 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3546127.250000 Penalty: 5064.040527
	Iteration 8Q: 3 clusters Score -3546127 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3546642.500000 Penalty: 5064.040527
	Iteration 9Q: 3 clusters Score -3546642 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3547235.500000 Penalty: 5064.040527
	Iteration 10Q: 3 clusters Score -3547236 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3547960.500000 Penalty: 5064.040527
	Iteration 11Q: 3 clusters Score -3547960 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3548766.750000 Penalty: 5064.040527
	Iteration 12Q: 3 clusters Score -3548767 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3549565.000000 Penalty: 5064.040527
	Iteration 13Q: 3 clusters Score -3549565 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3550283.000000 Penalty: 5064.040527
	Iteration 14Q: 3 clusters Score -3550283 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3550778.500000 Penalty: 5064.040527
	Iteration 15Q: 3 clusters Score -3550778 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3551154.750000 Penalty: 5064.040527
	Iteration 16Q: 3 clusters Score -3551155 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3551424.000000 Penalty: 5064.040527
	Iteration 17Q: 3 clusters Score -3551424 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3551683.750000 Penalty: 5064.040527
	Iteration 18Q: 3 clusters Score -3551684 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3551875.000000 Penalty: 5064.040527
	Iteration 19Q: 3 clusters Score -3551875 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3552002.250000 Penalty: 5064.040527
	Iteration 20F: 3 clusters Score -3552002 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3552142.000000 Penalty: 5064.040527
	Iteration 21Q: 3 clusters Score -3552142 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3552229.750000 Penalty: 5064.040527
	Iteration 22Q: 3 clusters Score -3552230 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3552324.000000 Penalty: 5064.040527
	Iteration 23Q: 3 clusters Score -3552324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3552394.750000 Penalty: 5064.040527
	Iteration 24Q: 3 clusters Score -3552395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3552447.250000 Penalty: 5064.040527
	Iteration 25Q: 3 clusters Score -3552447 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3552474.750000 Penalty: 5064.040527
	Iteration 26Q: 3 clusters Score -3552475 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3552512.500000 Penalty: 5064.040527
	Iteration 27Q: 3 clusters Score -3552512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3552540.500000 Penalty: 5064.040527
	Iteration 28Q: 3 clusters Score -3552540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3552550.000000 Penalty: 5064.040527
	Iteration 29Q: 3 clusters Score -3552550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3552558.750000 Penalty: 5064.040527
	Iteration 30Q: 3 clusters Score -3552559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3552578.250000 Penalty: 5064.040527
	Iteration 31Q: 3 clusters Score -3552578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3552590.250000 Penalty: 5064.040527
	Iteration 32Q: 3 clusters Score -3552590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3552591.750000 Penalty: 5064.040527
	Iteration 33Q: 3 clusters Score -3552592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3552596.000000 Penalty: 5064.040527
	Iteration 34Q: 3 clusters Score -3552596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3552600.000000 Penalty: 5064.040527
	Iteration 35Q: 3 clusters Score -3552600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3552599.000000 Penalty: 5064.040527
	Iteration 36Q: 3 clusters Score -3552599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3552599.000000 Penalty: 5064.040527
	Iteration 37Q: 3 clusters Score -3552599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3552603.250000 Penalty: 5064.040527
	Iteration 38Q: 3 clusters Score -3552603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3552601.500000 Penalty: 5064.040527
	Iteration 39Q: 3 clusters Score -3552602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3552600.750000 Penalty: 5064.040527
	Iteration 40F: 3 clusters Score -3552601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3552602.000000 Penalty: 5064.040527
	Iteration 41Q: 3 clusters Score -3552602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3552601.500000 Penalty: 5064.040527
	Iteration 42Q: 3 clusters Score -3552602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3552606.000000 Penalty: 5064.040527
	Iteration 43Q: 3 clusters Score -3552606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3552609.500000 Penalty: 5064.040527
	Iteration 44Q: 3 clusters Score -3552610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3552615.500000 Penalty: 5064.040527
	Iteration 45Q: 3 clusters Score -3552616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3552618.000000 Penalty: 5064.040527
	Iteration 46Q: 3 clusters Score -3552618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3552622.250000 Penalty: 5064.040527
	Iteration 47Q: 3 clusters Score -3552622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3552619.500000 Penalty: 5064.040527
	Iteration 48Q: 3 clusters Score -3552620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3552621.250000 Penalty: 5064.040527
	Iteration 49Q: 3 clusters Score -3552621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3552624.000000 Penalty: 5064.040527
	Iteration 50Q: 3 clusters Score -3552624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3552621.000000 Penalty: 5064.040527
	Iteration 51Q: 3 clusters Score -3552621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3552621.500000 Penalty: 5064.040527
	Iteration 52Q: 3 clusters Score -3552622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3552625.500000 Penalty: 5064.040527
	Iteration 53Q: 3 clusters Score -3552626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3552625.000000 Penalty: 5064.040527
	Iteration 54Q: 3 clusters Score -3552625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3552627.250000 Penalty: 5064.040527
	Iteration 55Q: 3 clusters Score -3552627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3552625.500000 Penalty: 5064.040527
	Iteration 56Q: 3 clusters Score -3552626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3552621.750000 Penalty: 5064.040527
	Iteration 57Q: 3 clusters Score -3552622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3552627.000000 Penalty: 5064.040527
	Iteration 58Q: 3 clusters Score -3552627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3552623.750000 Penalty: 5064.040527
	Iteration 59Q: 3 clusters Score -3552624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3552622.750000 Penalty: 5064.040527
	Iteration 60F: 3 clusters Score -3552623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3552628.500000 Penalty: 5064.040527
	Iteration 61Q: 3 clusters Score -3552628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3552630.500000 Penalty: 5064.040527
	Iteration 62Q: 3 clusters Score -3552630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3552630.250000 Penalty: 5064.040527
	Iteration 63Q: 3 clusters Score -3552630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3552634.750000 Penalty: 5064.040527
	Iteration 64Q: 3 clusters Score -3552635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3552639.750000 Penalty: 5064.040527
	Iteration 65Q: 3 clusters Score -3552640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3552645.250000 Penalty: 5064.040527
	Iteration 66Q: 3 clusters Score -3552645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3552640.500000 Penalty: 5064.040527
	Iteration 67Q: 3 clusters Score -3552640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3552642.000000 Penalty: 5064.040527
	Iteration 68Q: 3 clusters Score -3552642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3552643.250000 Penalty: 5064.040527
	Iteration 69Q: 3 clusters Score -3552643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3552645.750000 Penalty: 5064.040527
	Iteration 70Q: 3 clusters Score -3552646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3552648.000000 Penalty: 5064.040527
	Iteration 71Q: 3 clusters Score -3552648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3552648.250000 Penalty: 5064.040527
	Iteration 72Q: 3 clusters Score -3552648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3552651.500000 Penalty: 5064.040527
	Iteration 73Q: 3 clusters Score -3552652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3552643.750000 Penalty: 5064.040527
	Iteration 74Q: 3 clusters Score -3552644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3552646.750000 Penalty: 5064.040527
	Iteration 75Q: 3 clusters Score -3552647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3552647.750000 Penalty: 5064.040527
	Iteration 76Q: 3 clusters Score -3552648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3552649.500000 Penalty: 5064.040527
	Iteration 77Q: 3 clusters Score -3552650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3552647.000000 Penalty: 5064.040527
	Iteration 78Q: 3 clusters Score -3552647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3552642.000000 Penalty: 5064.040527
	Iteration 79Q: 3 clusters Score -3552642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3552642.000000 Penalty: 5064.040527
	Iteration 80F: 3 clusters Score -3552642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -50270.632812 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -50270.63 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 198 members 
Entering Unmasked Estep 
Score: -48891.113281 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48891.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49005.191406 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -49005.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49044.246094 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -49044.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49058.472656 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -49058.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49070.593750 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -49070.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49074.761719 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -49074.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49074.761719 Penalty: 2965.527344
	Iteration 6F: 3 clusters Score -49074.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -491901.968750 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -491902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -488163.593750 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -488163.6 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -488878.281250 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -488878.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -489042.093750 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -489042.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -489135.000000 Penalty: 4070.871582
	Iteration 3Q: 3 clusters Score -489135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -489194.125000 Penalty: 4070.871582
	Iteration 4Q: 3 clusters Score -489194.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -489236.031250 Penalty: 4070.871582
	Iteration 5Q: 3 clusters Score -489236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -489254.781250 Penalty: 4070.871582
	Iteration 6Q: 3 clusters Score -489254.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -489271.312500 Penalty: 4070.871582
	Iteration 7Q: 3 clusters Score -489271.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -489281.468750 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -489281.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -489290.843750 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -489290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -489298.843750 Penalty: 4070.871582
	Iteration 10Q: 3 clusters Score -489298.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -489307.000000 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -489307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -489312.031250 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -489312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -489315.187500 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -489315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -489322.781250 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -489322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -489328.125000 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -489328.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -489333.375000 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -489333.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -489338.437500 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -489338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -489341.125000 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -489341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -489342.437500 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -489342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -489344.406250 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -489344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -489345.875000 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -489345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -489347.750000 Penalty: 4070.871582
	Iteration 22Q: 3 clusters Score -489347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -489349.375000 Penalty: 4070.871582
	Iteration 23Q: 3 clusters Score -489349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -489350.062500 Penalty: 4070.871582
	Iteration 24Q: 3 clusters Score -489350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -489351.406250 Penalty: 4070.871582
	Iteration 25Q: 3 clusters Score -489351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -489353.343750 Penalty: 4070.871582
	Iteration 26Q: 3 clusters Score -489353.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -489354.687500 Penalty: 4070.871582
	Iteration 27Q: 3 clusters Score -489354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -489357.531250 Penalty: 4070.871582
	Iteration 28Q: 3 clusters Score -489357.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -489358.937500 Penalty: 4070.871582
	Iteration 29Q: 3 clusters Score -489358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -489359.937500 Penalty: 4070.871582
	Iteration 30Q: 3 clusters Score -489359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -489360.156250 Penalty: 4070.871582
	Iteration 31Q: 3 clusters Score -489360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -489361.656250 Penalty: 4070.871582
	Iteration 32Q: 3 clusters Score -489361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -489364.062500 Penalty: 4070.871582
	Iteration 33Q: 3 clusters Score -489364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -489367.593750 Penalty: 4070.871582
	Iteration 34Q: 3 clusters Score -489367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -489371.437500 Penalty: 4070.871582
	Iteration 35Q: 3 clusters Score -489371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -489375.281250 Penalty: 4070.871582
	Iteration 36Q: 3 clusters Score -489375.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -489378.906250 Penalty: 4070.871582
	Iteration 37Q: 3 clusters Score -489378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -489383.531250 Penalty: 4070.871582
	Iteration 38Q: 3 clusters Score -489383.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -489389.343750 Penalty: 4070.871582
	Iteration 39Q: 3 clusters Score -489389.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -489393.031250 Penalty: 4070.871582
	Iteration 40F: 3 clusters Score -489393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -489399.781250 Penalty: 4070.871582
	Iteration 41Q: 3 clusters Score -489399.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -489403.375000 Penalty: 4070.871582
	Iteration 42Q: 3 clusters Score -489403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -489408.750000 Penalty: 4070.871582
	Iteration 43Q: 3 clusters Score -489408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -489412.468750 Penalty: 4070.871582
	Iteration 44Q: 3 clusters Score -489412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -489416.125000 Penalty: 4070.871582
	Iteration 45Q: 3 clusters Score -489416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -489420.843750 Penalty: 4070.871582
	Iteration 46Q: 3 clusters Score -489420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -489425.687500 Penalty: 4070.871582
	Iteration 47Q: 3 clusters Score -489425.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -489428.875000 Penalty: 4070.871582
	Iteration 48Q: 3 clusters Score -489428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -489432.687500 Penalty: 4070.871582
	Iteration 49Q: 3 clusters Score -489432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -489433.781250 Penalty: 4070.871582
	Iteration 50Q: 3 clusters Score -489433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489437.593750 Penalty: 4070.871582
	Iteration 51Q: 3 clusters Score -489437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -489438.625000 Penalty: 4070.871582
	Iteration 52Q: 3 clusters Score -489438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -489441.812500 Penalty: 4070.871582
	Iteration 53Q: 3 clusters Score -489441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -489442.906250 Penalty: 4070.871582
	Iteration 54Q: 3 clusters Score -489442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -489444.843750 Penalty: 4070.871582
	Iteration 55Q: 3 clusters Score -489444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -489445.468750 Penalty: 4070.871582
	Iteration 56Q: 3 clusters Score -489445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -489448.343750 Penalty: 4070.871582
	Iteration 57Q: 3 clusters Score -489448.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -489451.218750 Penalty: 4070.871582
	Iteration 58Q: 3 clusters Score -489451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -489452.468750 Penalty: 4070.871582
	Iteration 59Q: 3 clusters Score -489452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -489452.656250 Penalty: 4070.871582
	Iteration 60F: 3 clusters Score -489452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -489453.562500 Penalty: 4070.871582
	Iteration 61Q: 3 clusters Score -489453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -489456.125000 Penalty: 4070.871582
	Iteration 62Q: 3 clusters Score -489456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -489458.062500 Penalty: 4070.871582
	Iteration 63Q: 3 clusters Score -489458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -489457.562500 Penalty: 4070.871582
	Iteration 64Q: 3 clusters Score -489457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -489457.562500 Penalty: 4070.871582
	Iteration 65F: 3 clusters Score -489457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180456 members 
Entering Unmasked Estep 
Score: -24433438.000000 Penalty: 3001.604004
	Iteration 0F: 2 clusters Score -2.443344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -24318636.000000 Penalty: 6003.208008
	Iteration 0F: 3 clusters Score -2.431864e+07 nChanged 86334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -24368586.000000 Penalty: 6003.208008
	Iteration 1F: 3 clusters Score -2.436859e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -24369420.000000 Penalty: 6003.208008
	Iteration 2Q: 3 clusters Score -2.436942e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -24370522.000000 Penalty: 6003.208008
	Iteration 3Q: 3 clusters Score -2.437052e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -24372122.000000 Penalty: 6003.208008
	Iteration 4Q: 3 clusters Score -2.437212e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -24374550.000000 Penalty: 6003.208008
	Iteration 5Q: 3 clusters Score -2.437455e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102831 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -24378240.000000 Penalty: 6003.208008
	Iteration 6Q: 3 clusters Score -2.437824e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -24384868.000000 Penalty: 6003.208008
	Iteration 7F: 3 clusters Score -2.438487e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118417 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -24394376.000000 Penalty: 6003.208008
	Iteration 8F: 3 clusters Score -2.439438e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127243 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -24406236.000000 Penalty: 6003.208008
	Iteration 9F: 3 clusters Score -2.440624e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133675 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -24417294.000000 Penalty: 6003.208008
	Iteration 10F: 3 clusters Score -2.441729e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -24422854.000000 Penalty: 6003.208008
	Iteration 11Q: 3 clusters Score -2.442285e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -24425048.000000 Penalty: 6003.208008
	Iteration 12Q: 3 clusters Score -2.442505e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140274 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -24426016.000000 Penalty: 6003.208008
	Iteration 13Q: 3 clusters Score -2.442602e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -24426864.000000 Penalty: 6003.208008
	Iteration 14Q: 3 clusters Score -2.442686e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -24427536.000000 Penalty: 6003.208008
	Iteration 15Q: 3 clusters Score -2.442754e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144097 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -24428040.000000 Penalty: 6003.208008
	Iteration 16Q: 3 clusters Score -2.442804e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -24428484.000000 Penalty: 6003.208008
	Iteration 17Q: 3 clusters Score -2.442848e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146308 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -24428760.000000 Penalty: 6003.208008
	Iteration 18Q: 3 clusters Score -2.442876e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -24429126.000000 Penalty: 6003.208008
	Iteration 19Q: 3 clusters Score -2.442913e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148453 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -24429536.000000 Penalty: 6003.208008
	Iteration 20F: 3 clusters Score -2.442954e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -24429836.000000 Penalty: 6003.208008
	Iteration 21Q: 3 clusters Score -2.442984e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -24430096.000000 Penalty: 6003.208008
	Iteration 22Q: 3 clusters Score -2.44301e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -24430322.000000 Penalty: 6003.208008
	Iteration 23Q: 3 clusters Score -2.443032e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -24430716.000000 Penalty: 6003.208008
	Iteration 24Q: 3 clusters Score -2.443072e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -24430968.000000 Penalty: 6003.208008
	Iteration 25Q: 3 clusters Score -2.443097e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155531 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -24431156.000000 Penalty: 6003.208008
	Iteration 26Q: 3 clusters Score -2.443116e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -24431372.000000 Penalty: 6003.208008
	Iteration 27Q: 3 clusters Score -2.443137e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -24431678.000000 Penalty: 6003.208008
	Iteration 28Q: 3 clusters Score -2.443168e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -24431954.000000 Penalty: 6003.208008
	Iteration 29Q: 3 clusters Score -2.443195e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161852 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -24432290.000000 Penalty: 6003.208008
	Iteration 30Q: 3 clusters Score -2.443229e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -24432486.000000 Penalty: 6003.208008
	Iteration 31Q: 3 clusters Score -2.443249e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165422 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -24432548.000000 Penalty: 6003.208008
	Iteration 32Q: 3 clusters Score -2.443255e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -24432672.000000 Penalty: 6003.208008
	Iteration 33Q: 3 clusters Score -2.443267e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -24432728.000000 Penalty: 6003.208008
	Iteration 34Q: 3 clusters Score -2.443273e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170699 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -24432770.000000 Penalty: 6003.208008
	Iteration 35Q: 3 clusters Score -2.443277e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -24432754.000000 Penalty: 6003.208008
	Iteration 36Q: 3 clusters Score -2.443275e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -24432662.000000 Penalty: 6003.208008
	Iteration 37Q: 3 clusters Score -2.443266e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -24432530.000000 Penalty: 6003.208008
	Iteration 38Q: 3 clusters Score -2.443253e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -24432416.000000 Penalty: 6003.208008
	Iteration 39Q: 3 clusters Score -2.443242e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176573 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -24432344.000000 Penalty: 6003.208008
	Iteration 40F: 3 clusters Score -2.443234e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -24432192.000000 Penalty: 6003.208008
	Iteration 41Q: 3 clusters Score -2.443219e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177813 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -24432148.000000 Penalty: 6003.208008
	Iteration 42Q: 3 clusters Score -2.443215e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178240 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24432104.000000 Penalty: 6003.208008
	Iteration 43Q: 3 clusters Score -2.44321e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -24432138.000000 Penalty: 6003.208008
	Iteration 44Q: 3 clusters Score -2.443214e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -24432078.000000 Penalty: 6003.208008
	Iteration 45Q: 3 clusters Score -2.443208e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178869 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -24432044.000000 Penalty: 6003.208008
	Iteration 46Q: 3 clusters Score -2.443204e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178978 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -24431996.000000 Penalty: 6003.208008
	Iteration 47Q: 3 clusters Score -2.4432e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179060 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -24431950.000000 Penalty: 6003.208008
	Iteration 48Q: 3 clusters Score -2.443195e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179129 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -24431942.000000 Penalty: 6003.208008
	Iteration 49Q: 3 clusters Score -2.443194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179183 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24431862.000000 Penalty: 6003.208008
	Iteration 50Q: 3 clusters Score -2.443186e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179233 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -24431850.000000 Penalty: 6003.208008
	Iteration 51Q: 3 clusters Score -2.443185e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -24431860.000000 Penalty: 6003.208008
	Iteration 52Q: 3 clusters Score -2.443186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179315 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -24431860.000000 Penalty: 6003.208008
	Iteration 53Q: 3 clusters Score -2.443186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179335 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24431834.000000 Penalty: 6003.208008
	Iteration 54Q: 3 clusters Score -2.443183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179348 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -24431846.000000 Penalty: 6003.208008
	Iteration 55Q: 3 clusters Score -2.443185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179355 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -24431836.000000 Penalty: 6003.208008
	Iteration 56Q: 3 clusters Score -2.443184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179369 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -24431818.000000 Penalty: 6003.208008
	Iteration 57Q: 3 clusters Score -2.443182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179377 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -24431838.000000 Penalty: 6003.208008
	Iteration 58Q: 3 clusters Score -2.443184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179388 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -24431840.000000 Penalty: 6003.208008
	Iteration 59Q: 3 clusters Score -2.443184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179400 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -24431822.000000 Penalty: 6003.208008
	Iteration 60F: 3 clusters Score -2.443182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179410 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -24431832.000000 Penalty: 6003.208008
	Iteration 61Q: 3 clusters Score -2.443183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -24431826.000000 Penalty: 6003.208008
	Iteration 62Q: 3 clusters Score -2.443183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -24431812.000000 Penalty: 6003.208008
	Iteration 63Q: 3 clusters Score -2.443181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -24431824.000000 Penalty: 6003.208008
	Iteration 64Q: 3 clusters Score -2.443182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179416 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -24431800.000000 Penalty: 6003.208008
	Iteration 65Q: 3 clusters Score -2.44318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179417 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -24431808.000000 Penalty: 6003.208008
	Iteration 66Q: 3 clusters Score -2.443181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179420 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -24431810.000000 Penalty: 6003.208008
	Iteration 67Q: 3 clusters Score -2.443181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179422 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -24431792.000000 Penalty: 6003.208008
	Iteration 68Q: 3 clusters Score -2.443179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179428 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -24431790.000000 Penalty: 6003.208008
	Iteration 69Q: 3 clusters Score -2.443179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -24431804.000000 Penalty: 6003.208008
	Iteration 70Q: 3 clusters Score -2.44318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179439 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -24431804.000000 Penalty: 6003.208008
	Iteration 71Q: 3 clusters Score -2.44318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24431806.000000 Penalty: 6003.208008
	Iteration 72Q: 3 clusters Score -2.443181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179446 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -24431802.000000 Penalty: 6003.208008
	Iteration 73Q: 3 clusters Score -2.44318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179449 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24431790.000000 Penalty: 6003.208008
	Iteration 74Q: 3 clusters Score -2.443179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24431776.000000 Penalty: 6003.208008
	Iteration 75Q: 3 clusters Score -2.443178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179457 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24431776.000000 Penalty: 6003.208008
	Iteration 76Q: 3 clusters Score -2.443178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -24431780.000000 Penalty: 6003.208008
	Iteration 77Q: 3 clusters Score -2.443178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -24431788.000000 Penalty: 6003.208008
	Iteration 78Q: 3 clusters Score -2.443179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179477 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24431786.000000 Penalty: 6003.208008
	Iteration 79Q: 3 clusters Score -2.443179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179481 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -24431796.000000 Penalty: 6003.208008
	Iteration 80F: 3 clusters Score -2.44318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -24431800.000000 Penalty: 6003.208008
	Iteration 81Q: 3 clusters Score -2.44318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -24431800.000000 Penalty: 6003.208008
	Iteration 82F: 3 clusters Score -2.44318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204953 members 
Entering Unmasked Estep 
Score: -27645514.000000 Penalty: 3033.172852
	Iteration 0F: 2 clusters Score -2.764551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -27517844.000000 Penalty: 6066.345703
	Iteration 0F: 3 clusters Score -2.751784e+07 nChanged 98280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -27575644.000000 Penalty: 6066.345703
	Iteration 1F: 3 clusters Score -2.757564e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -27576820.000000 Penalty: 6066.345703
	Iteration 2Q: 3 clusters Score -2.757682e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -27578612.000000 Penalty: 6066.345703
	Iteration 3Q: 3 clusters Score -2.757861e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -27581628.000000 Penalty: 6066.345703
	Iteration 4Q: 3 clusters Score -2.758163e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -27586504.000000 Penalty: 6066.345703
	Iteration 5Q: 3 clusters Score -2.75865e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -27594640.000000 Penalty: 6066.345703
	Iteration 6F: 3 clusters Score -2.759464e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 114719 members 
Entering Unmasked Estep 
Score: -27605592.000000 Penalty: 6066.345703
	Iteration 7F: 3 clusters Score -2.760559e+07 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -27617604.000000 Penalty: 6066.345703
	Iteration 8F: 3 clusters Score -2.76176e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -27625886.000000 Penalty: 6066.345703
	Iteration 9F: 3 clusters Score -2.762589e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -27629706.000000 Penalty: 6066.345703
	Iteration 10Q: 3 clusters Score -2.762971e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 125157 members 
Entering Unmasked Estep 
Score: -27631620.000000 Penalty: 6066.345703
	Iteration 11Q: 3 clusters Score -2.763162e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 126595 members 
Entering Unmasked Estep 
Score: -27632806.000000 Penalty: 6066.345703
	Iteration 12Q: 3 clusters Score -2.763281e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -27633932.000000 Penalty: 6066.345703
	Iteration 13Q: 3 clusters Score -2.763393e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -27634914.000000 Penalty: 6066.345703
	Iteration 14Q: 3 clusters Score -2.763491e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -27635704.000000 Penalty: 6066.345703
	Iteration 15Q: 3 clusters Score -2.76357e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -27636474.000000 Penalty: 6066.345703
	Iteration 16Q: 3 clusters Score -2.763647e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -27636774.000000 Penalty: 6066.345703
	Iteration 17Q: 3 clusters Score -2.763677e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -27637210.000000 Penalty: 6066.345703
	Iteration 18Q: 3 clusters Score -2.763721e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 134356 members 
Entering Unmasked Estep 
Score: -27637720.000000 Penalty: 6066.345703
	Iteration 19Q: 3 clusters Score -2.763772e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 135294 members 
Entering Unmasked Estep 
Score: -27637916.000000 Penalty: 6066.345703
	Iteration 20F: 3 clusters Score -2.763792e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -27638176.000000 Penalty: 6066.345703
	Iteration 21Q: 3 clusters Score -2.763818e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -27638434.000000 Penalty: 6066.345703
	Iteration 22Q: 3 clusters Score -2.763843e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 138040 members 
Entering Unmasked Estep 
Score: -27638736.000000 Penalty: 6066.345703
	Iteration 23Q: 3 clusters Score -2.763874e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -27638908.000000 Penalty: 6066.345703
	Iteration 24Q: 3 clusters Score -2.763891e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -27639102.000000 Penalty: 6066.345703
	Iteration 25Q: 3 clusters Score -2.76391e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 140594 members 
Entering Unmasked Estep 
Score: -27639360.000000 Penalty: 6066.345703
	Iteration 26Q: 3 clusters Score -2.763936e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -27639448.000000 Penalty: 6066.345703
	Iteration 27Q: 3 clusters Score -2.763945e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 142097 members 
Entering Unmasked Estep 
Score: -27639556.000000 Penalty: 6066.345703
	Iteration 28Q: 3 clusters Score -2.763956e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -27639698.000000 Penalty: 6066.345703
	Iteration 29Q: 3 clusters Score -2.76397e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -27639764.000000 Penalty: 6066.345703
	Iteration 30Q: 3 clusters Score -2.763976e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 144527 members 
Entering Unmasked Estep 
Score: -27639982.000000 Penalty: 6066.345703
	Iteration 31Q: 3 clusters Score -2.763998e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 145391 members 
Entering Unmasked Estep 
Score: -27640028.000000 Penalty: 6066.345703
	Iteration 32Q: 3 clusters Score -2.764003e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 146281 members 
Entering Unmasked Estep 
Score: -27640232.000000 Penalty: 6066.345703
	Iteration 33Q: 3 clusters Score -2.764023e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -27640350.000000 Penalty: 6066.345703
	Iteration 34Q: 3 clusters Score -2.764035e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -27640530.000000 Penalty: 6066.345703
	Iteration 35Q: 3 clusters Score -2.764053e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -27640734.000000 Penalty: 6066.345703
	Iteration 36Q: 3 clusters Score -2.764073e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -27640928.000000 Penalty: 6066.345703
	Iteration 37Q: 3 clusters Score -2.764093e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -27641250.000000 Penalty: 6066.345703
	Iteration 38Q: 3 clusters Score -2.764125e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -27641618.000000 Penalty: 6066.345703
	Iteration 39Q: 3 clusters Score -2.764162e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 153698 members 
Entering Unmasked Estep 
Score: -27641898.000000 Penalty: 6066.345703
	Iteration 40F: 3 clusters Score -2.76419e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -27642050.000000 Penalty: 6066.345703
	Iteration 41Q: 3 clusters Score -2.764205e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 156541 members 
Entering Unmasked Estep 
Score: -27642436.000000 Penalty: 6066.345703
	Iteration 42Q: 3 clusters Score -2.764244e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -27642694.000000 Penalty: 6066.345703
	Iteration 43Q: 3 clusters Score -2.764269e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 159774 members 
Entering Unmasked Estep 
Score: -27643002.000000 Penalty: 6066.345703
	Iteration 44Q: 3 clusters Score -2.7643e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 161464 members 
Entering Unmasked Estep 
Score: -27643504.000000 Penalty: 6066.345703
	Iteration 45Q: 3 clusters Score -2.76435e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 163297 members 
Entering Unmasked Estep 
Score: -27643766.000000 Penalty: 6066.345703
	Iteration 46Q: 3 clusters Score -2.764377e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 165235 members 
Entering Unmasked Estep 
Score: -27644124.000000 Penalty: 6066.345703
	Iteration 47Q: 3 clusters Score -2.764412e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 167133 members 
Entering Unmasked Estep 
Score: -27644680.000000 Penalty: 6066.345703
	Iteration 48Q: 3 clusters Score -2.764468e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -27645264.000000 Penalty: 6066.345703
	Iteration 49Q: 3 clusters Score -2.764526e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -27646064.000000 Penalty: 6066.345703
	Iteration 50Q: 3 clusters Score -2.764606e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 173710 members 
Entering Unmasked Estep 
Score: -27646452.000000 Penalty: 6066.345703
	Iteration 51Q: 3 clusters Score -2.764645e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -27647004.000000 Penalty: 6066.345703
	Iteration 52Q: 3 clusters Score -2.7647e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 178924 members 
Entering Unmasked Estep 
Score: -27647356.000000 Penalty: 6066.345703
	Iteration 53Q: 3 clusters Score -2.764736e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 181521 members 
Entering Unmasked Estep 
Score: -27647496.000000 Penalty: 6066.345703
	Iteration 54Q: 3 clusters Score -2.76475e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 184094 members 
Entering Unmasked Estep 
Score: -27647458.000000 Penalty: 6066.345703
	Iteration 55Q: 3 clusters Score -2.764746e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 186597 members 
Entering Unmasked Estep 
Score: -27647430.000000 Penalty: 6066.345703
	Iteration 56Q: 3 clusters Score -2.764743e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 188979 members 
Entering Unmasked Estep 
Score: -27647348.000000 Penalty: 6066.345703
	Iteration 57Q: 3 clusters Score -2.764735e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 191120 members 
Entering Unmasked Estep 
Score: -27647188.000000 Penalty: 6066.345703
	Iteration 58Q: 3 clusters Score -2.764719e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 193050 members 
Entering Unmasked Estep 
Score: -27646924.000000 Penalty: 6066.345703
	Iteration 59Q: 3 clusters Score -2.764692e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 194596 members 
Entering Unmasked Estep 
Score: -27646862.000000 Penalty: 6066.345703
	Iteration 60F: 3 clusters Score -2.764686e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 196178 members 
Entering Unmasked Estep 
Score: -27646476.000000 Penalty: 6066.345703
	Iteration 61Q: 3 clusters Score -2.764648e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 197493 members 
Entering Unmasked Estep 
Score: -27646064.000000 Penalty: 6066.345703
	Iteration 62Q: 3 clusters Score -2.764606e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 198553 members 
Entering Unmasked Estep 
Score: -27645818.000000 Penalty: 6066.345703
	Iteration 63Q: 3 clusters Score -2.764582e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 199437 members 
Entering Unmasked Estep 
Score: -27645606.000000 Penalty: 6066.345703
	Iteration 64Q: 3 clusters Score -2.764561e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 200184 members 
Entering Unmasked Estep 
Score: -27645304.000000 Penalty: 6066.345703
	Iteration 65Q: 3 clusters Score -2.76453e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 200786 members 
Entering Unmasked Estep 
Score: -27645122.000000 Penalty: 6066.345703
	Iteration 66Q: 3 clusters Score -2.764512e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 201294 members 
Entering Unmasked Estep 
Score: -27644922.000000 Penalty: 6066.345703
	Iteration 67Q: 3 clusters Score -2.764492e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -27644820.000000 Penalty: 6066.345703
	Iteration 68Q: 3 clusters Score -2.764482e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 202144 members 
Entering Unmasked Estep 
Score: -27644566.000000 Penalty: 6066.345703
	Iteration 69Q: 3 clusters Score -2.764457e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 202486 members 
Entering Unmasked Estep 
Score: -27644380.000000 Penalty: 6066.345703
	Iteration 70Q: 3 clusters Score -2.764438e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 202768 members 
Entering Unmasked Estep 
Score: -27644300.000000 Penalty: 6066.345703
	Iteration 71Q: 3 clusters Score -2.76443e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 202996 members 
Entering Unmasked Estep 
Score: -27644228.000000 Penalty: 6066.345703
	Iteration 72Q: 3 clusters Score -2.764423e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 203178 members 
Entering Unmasked Estep 
Score: -27644126.000000 Penalty: 6066.345703
	Iteration 73Q: 3 clusters Score -2.764413e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 203334 members 
Entering Unmasked Estep 
Score: -27644098.000000 Penalty: 6066.345703
	Iteration 74Q: 3 clusters Score -2.76441e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 203452 members 
Entering Unmasked Estep 
Score: -27643986.000000 Penalty: 6066.345703
	Iteration 75Q: 3 clusters Score -2.764399e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 203547 members 
Entering Unmasked Estep 
Score: -27643900.000000 Penalty: 6066.345703
	Iteration 76Q: 3 clusters Score -2.76439e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 203614 members 
Entering Unmasked Estep 
Score: -27643848.000000 Penalty: 6066.345703
	Iteration 77Q: 3 clusters Score -2.764385e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 203671 members 
Entering Unmasked Estep 
Score: -27643814.000000 Penalty: 6066.345703
	Iteration 78Q: 3 clusters Score -2.764381e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 203726 members 
Entering Unmasked Estep 
Score: -27643784.000000 Penalty: 6066.345703
	Iteration 79Q: 3 clusters Score -2.764378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 203765 members 
Entering Unmasked Estep 
Score: -27643774.000000 Penalty: 6066.345703
	Iteration 80F: 3 clusters Score -2.764377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 203821 members 
Entering Unmasked Estep 
Score: -27643712.000000 Penalty: 6066.345703
	Iteration 81Q: 3 clusters Score -2.764371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 203861 members 
Entering Unmasked Estep 
Score: -27643710.000000 Penalty: 6066.345703
	Iteration 82Q: 3 clusters Score -2.764371e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 203893 members 
Entering Unmasked Estep 
Score: -27643682.000000 Penalty: 6066.345703
	Iteration 83Q: 3 clusters Score -2.764368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 203920 members 
Entering Unmasked Estep 
Score: -27643652.000000 Penalty: 6066.345703
	Iteration 84Q: 3 clusters Score -2.764365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 203946 members 
Entering Unmasked Estep 
Score: -27643626.000000 Penalty: 6066.345703
	Iteration 85Q: 3 clusters Score -2.764363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 203964 members 
Entering Unmasked Estep 
Score: -27643634.000000 Penalty: 6066.345703
	Iteration 86Q: 3 clusters Score -2.764363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 203976 members 
Entering Unmasked Estep 
Score: -27643638.000000 Penalty: 6066.345703
	Iteration 87Q: 3 clusters Score -2.764364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 203984 members 
Entering Unmasked Estep 
Score: -27643624.000000 Penalty: 6066.345703
	Iteration 88Q: 3 clusters Score -2.764362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 203989 members 
Entering Unmasked Estep 
Score: -27643628.000000 Penalty: 6066.345703
	Iteration 89Q: 3 clusters Score -2.764363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 203995 members 
Entering Unmasked Estep 
Score: -27643642.000000 Penalty: 6066.345703
	Iteration 90Q: 3 clusters Score -2.764364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 203996 members 
Entering Unmasked Estep 
Score: -27643638.000000 Penalty: 6066.345703
	Iteration 91Q: 3 clusters Score -2.764364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 203996 members 
Entering Unmasked Estep 
Score: -27643638.000000 Penalty: 6066.345703
	Iteration 92F: 3 clusters Score -2.764364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Entering Unmasked Estep 
Score: -9868674.000000 Penalty: 2774.657959
	Iteration 0F: 2 clusters Score -9868674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -9820189.000000 Penalty: 5549.315918
	Iteration 0F: 3 clusters Score -9820189 nChanged 33854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -9839536.000000 Penalty: 5549.315918
	Iteration 1F: 3 clusters Score -9839536 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -9840209.000000 Penalty: 5549.315918
	Iteration 2Q: 3 clusters Score -9840209 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9844535 nChanged 3826
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Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9846774 nChanged 4358
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Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9849640 nChanged 4496
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Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9855466 nChanged 3279
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Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9857128 nChanged 2364
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Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9858059 nChanged 1582
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Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9858537 nChanged 1201
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Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9858849 nChanged 931
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Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9859051 nChanged 840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9859305 nChanged 747
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9859455 nChanged 746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9859611 nChanged 732
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Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9859789 nChanged 676
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Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9859941 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9860055 nChanged 595
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9860157 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9860258 nChanged 559
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Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9860339 nChanged 577
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Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9860459 nChanged 550
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Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9860568 nChanged 527
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Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9860686 nChanged 570
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Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9860792 nChanged 578
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Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9860907 nChanged 608
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Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9861029 nChanged 656
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Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9861223 nChanged 714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9861420 nChanged 747
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Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9861615 nChanged 778
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Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9861850 nChanged 760
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Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9862278 nChanged 784
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Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14560 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9863040 nChanged 837
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Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9863271 nChanged 814
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Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9863510 nChanged 826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9863811 nChanged 776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9864120 nChanged 709
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Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9864417 nChanged 713
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Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9864697 nChanged 668
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Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9864873 nChanged 680
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Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9865350 nChanged 560
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Mstep: Class 1 contains 6541 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6031 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9865696 nChanged 438
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Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 66675 members 
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	Iteration 51Q: 3 clusters Score -9865855 nChanged 388
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Mstep: Class 2 contains 67063 members 
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	Iteration 52Q: 3 clusters Score -9865983 nChanged 338
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Mstep: Class 1 contains 4867 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9866059 nChanged 298
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Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9866124 nChanged 263
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Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 67958 members 
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Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9866286 nChanged 222
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Mstep: Class 1 contains 3840 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9866319 nChanged 178
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Mstep: Class 1 contains 3662 members 
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	Iteration 58Q: 3 clusters Score -9866364 nChanged 157
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Mstep: Class 1 contains 3505 members 
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	Iteration 59Q: 3 clusters Score -9866431 nChanged 122
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Mstep: Class 1 contains 3383 members 
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	Iteration 60F: 3 clusters Score -9866465 nChanged 114
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Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9866476 nChanged 107
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Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 69104 members 
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	Iteration 62Q: 3 clusters Score -9866507 nChanged 83
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Mstep: Class 1 contains 3081 members 
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	Iteration 63Q: 3 clusters Score -9866507 nChanged 65
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Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 69250 members 
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	Iteration 64Q: 3 clusters Score -9866531 nChanged 55
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 69303 members 
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	Iteration 65Q: 3 clusters Score -9866550 nChanged 72
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Mstep: Class 1 contains 2893 members 
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	Iteration 66Q: 3 clusters Score -9866565 nChanged 62
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Mstep: Class 1 contains 2833 members 
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	Iteration 67Q: 3 clusters Score -9866578 nChanged 48
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Mstep: Class 1 contains 2787 members 
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	Iteration 68Q: 3 clusters Score -9866594 nChanged 41
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Mstep: Class 1 contains 2746 members 
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	Iteration 69Q: 3 clusters Score -9866588 nChanged 45
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Mstep: Class 1 contains 2701 members 
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	Iteration 70Q: 3 clusters Score -9866583 nChanged 38
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Mstep: Class 1 contains 2663 members 
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	Iteration 71Q: 3 clusters Score -9866595 nChanged 46
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Mstep: Class 1 contains 2617 members 
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	Iteration 72Q: 3 clusters Score -9866601 nChanged 28
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Mstep: Class 1 contains 2589 members 
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	Iteration 73Q: 3 clusters Score -9866600 nChanged 27
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	Iteration 74Q: 3 clusters Score -9866591 nChanged 30
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Mstep: Class 1 contains 2532 members 
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	Iteration 75Q: 3 clusters Score -9866594 nChanged 35
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	Iteration 76Q: 3 clusters Score -9866581 nChanged 39
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	Iteration 77Q: 3 clusters Score -9866582 nChanged 34
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	Iteration 78Q: 3 clusters Score -9866605 nChanged 35
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	Iteration 79Q: 3 clusters Score -9866591 nChanged 34
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	Iteration 80F: 3 clusters Score -9866604 nChanged 43
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	Iteration 81Q: 3 clusters Score -9866600 nChanged 50
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	Iteration 82Q: 3 clusters Score -9866620 nChanged 44
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	Iteration 83Q: 3 clusters Score -9866633 nChanged 44
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	Iteration 84Q: 3 clusters Score -9866650 nChanged 34
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	Iteration 85Q: 3 clusters Score -9866654 nChanged 27
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	Iteration 86Q: 3 clusters Score -9866660 nChanged 24
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	Iteration 87Q: 3 clusters Score -9866659 nChanged 14
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	Iteration 88Q: 3 clusters Score -9866666 nChanged 15
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	Iteration 89Q: 3 clusters Score -9866678 nChanged 16
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	Iteration 90Q: 3 clusters Score -9866698 nChanged 19
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	Iteration 91Q: 3 clusters Score -9866696 nChanged 22
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	Iteration 92Q: 3 clusters Score -9866706 nChanged 18
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	Iteration 93Q: 3 clusters Score -9866705 nChanged 23
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	Iteration 94Q: 3 clusters Score -9866704 nChanged 23
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Entering Unmasked Estep 
Score: -9866707.000000 Penalty: 5549.315918
	Iteration 95Q: 3 clusters Score -9866707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -9866722.000000 Penalty: 5549.315918
	Iteration 96Q: 3 clusters Score -9866722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -9866715.000000 Penalty: 5549.315918
	Iteration 97Q: 3 clusters Score -9866715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -9866729.000000 Penalty: 5549.315918
	Iteration 98Q: 3 clusters Score -9866729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9866725.000000 Penalty: 5549.315918
	Iteration 99Q: 3 clusters Score -9866725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -9866719.000000 Penalty: 5549.315918
	Iteration 100F: 3 clusters Score -9866719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -9866733.000000 Penalty: 5549.315918
	Iteration 101Q: 3 clusters Score -9866733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -9866728.000000 Penalty: 5549.315918
	Iteration 102Q: 3 clusters Score -9866728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9866739.000000 Penalty: 5549.315918
	Iteration 103Q: 3 clusters Score -9866739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 70427 members 
Entering Unmasked Estep 
Score: -9866743.000000 Penalty: 5549.315918
	Iteration 104Q: 3 clusters Score -9866743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -9866738.000000 Penalty: 5549.315918
	Iteration 105Q: 3 clusters Score -9866738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -9866738.000000 Penalty: 5549.315918
	Iteration 106Q: 3 clusters Score -9866738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -9866738.000000 Penalty: 5549.315918
	Iteration 107Q: 3 clusters Score -9866738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -9866738.000000 Penalty: 5549.315918
	Iteration 108Q: 3 clusters Score -9866738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -9866739.000000 Penalty: 5549.315918
	Iteration 109Q: 3 clusters Score -9866739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -9866734.000000 Penalty: 5549.315918
	Iteration 110Q: 3 clusters Score -9866734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -9866735.000000 Penalty: 5549.315918
	Iteration 111Q: 3 clusters Score -9866735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -9866745.000000 Penalty: 5549.315918
	Iteration 112Q: 3 clusters Score -9866745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -9866742.000000 Penalty: 5549.315918
	Iteration 113Q: 3 clusters Score -9866742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -9866743.000000 Penalty: 5549.315918
	Iteration 114Q: 3 clusters Score -9866743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -9866743.000000 Penalty: 5549.315918
	Iteration 115F: 3 clusters Score -9866743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Entering Unmasked Estep 
Score: -1719352.500000 Penalty: 2354.478271
	Iteration 0F: 2 clusters Score -1719352 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 6760 members 
Entering Unmasked Estep 
Score: -1709584.875000 Penalty: 4708.956543
	Iteration 0F: 3 clusters Score -1709585 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1712820.625000 Penalty: 4708.956543
	Iteration 1F: 3 clusters Score -1712821 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1713273.375000 Penalty: 4708.956543
	Iteration 2F: 3 clusters Score -1713273 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1713710.000000 Penalty: 4708.956543
	Iteration 3F: 3 clusters Score -1713710 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1714148.125000 Penalty: 4708.956543
	Iteration 4F: 3 clusters Score -1714148 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1714616.375000 Penalty: 4708.956543
	Iteration 5F: 3 clusters Score -1714616 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1715108.000000 Penalty: 4708.956543
	Iteration 6F: 3 clusters Score -1715108 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1715645.875000 Penalty: 4708.956543
	Iteration 7F: 3 clusters Score -1715646 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1716168.125000 Penalty: 4708.956543
	Iteration 8Q: 3 clusters Score -1716168 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1716585.375000 Penalty: 4708.956543
	Iteration 9Q: 3 clusters Score -1716585 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1716910.750000 Penalty: 4708.956543
	Iteration 10Q: 3 clusters Score -1716911 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1717156.000000 Penalty: 4708.956543
	Iteration 11Q: 3 clusters Score -1717156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1717346.500000 Penalty: 4708.956543
	Iteration 12Q: 3 clusters Score -1717346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1717533.000000 Penalty: 4708.956543
	Iteration 13Q: 3 clusters Score -1717533 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1717695.875000 Penalty: 4708.956543
	Iteration 14Q: 3 clusters Score -1717696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1717825.125000 Penalty: 4708.956543
	Iteration 15Q: 3 clusters Score -1717825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1717952.375000 Penalty: 4708.956543
	Iteration 16Q: 3 clusters Score -1717952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1718054.500000 Penalty: 4708.956543
	Iteration 17Q: 3 clusters Score -1718054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1718099.625000 Penalty: 4708.956543
	Iteration 18Q: 3 clusters Score -1718100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1718128.375000 Penalty: 4708.956543
	Iteration 19Q: 3 clusters Score -1718128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1718142.250000 Penalty: 4708.956543
	Iteration 20F: 3 clusters Score -1718142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1718152.875000 Penalty: 4708.956543
	Iteration 21Q: 3 clusters Score -1718153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1718157.250000 Penalty: 4708.956543
	Iteration 22Q: 3 clusters Score -1718157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1718156.625000 Penalty: 4708.956543
	Iteration 23Q: 3 clusters Score -1718157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1718160.875000 Penalty: 4708.956543
	Iteration 24Q: 3 clusters Score -1718161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1718167.125000 Penalty: 4708.956543
	Iteration 25Q: 3 clusters Score -1718167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1718169.000000 Penalty: 4708.956543
	Iteration 26Q: 3 clusters Score -1718169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1718168.375000 Penalty: 4708.956543
	Iteration 27Q: 3 clusters Score -1718168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1718168.375000 Penalty: 4708.956543
	Iteration 28F: 3 clusters Score -1718168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102266.367188 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -102266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100422.054688 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -100422.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100782.742188 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100782.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100939.664062 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -100939.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101048.203125 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -101048.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101162.789062 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -101162.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101263.796875 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -101263.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101435.843750 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -101435.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101695.265625 Penalty: 3352.590576
	Iteration 7F: 3 clusters Score -101695.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101860.109375 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -101860.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101953.992188 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -101954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101995.398438 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -101995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102023.593750 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -102023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102069.851562 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -102069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102088.953125 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -102089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102103.960938 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -102104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102113.460938 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -102113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102124.773438 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -102124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -102130.203125 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -102130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102136.000000 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -102136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102140.250000 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -102140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -102145.578125 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -102145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102150.437500 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -102150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102158.281250 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -102158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102167.570312 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -102167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102198.687500 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -102198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102268.164062 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -102268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102395.718750 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -102395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102470.273438 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -102470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102513.515625 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -102513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102562.234375 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -102562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102724.031250 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -102724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103034.585938 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -103034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103089.023438 Penalty: 3352.590576
	Iteration 32Q: 3 clusters Score -103089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103094.914062 Penalty: 3352.590576
	Iteration 33Q: 3 clusters Score -103094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103094.914062 Penalty: 3352.590576
	Iteration 34F: 3 clusters Score -103094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180456 members 
Mstep: Class 5 contains 204953 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 67990 members 
Mstep: Class 11 contains 46849 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 10052 members 
Mstep: Class 14 contains 183360 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49784 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 434 members 
Entering Unmasked Estep 
Score: -126425728.000000 Penalty: 95627.414062
Splitting cluster 8 changes total score from -126426808.000000 to -126425728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -253715.937500 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -253715.9 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 1011 members 
Entering Unmasked Estep 
Score: -251088.078125 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -251088.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -251567.453125 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -251567.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -251680.968750 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -251681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251738.750000 Penalty: 3778.408691
	Iteration 3Q: 3 clusters Score -251738.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -251795.203125 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -251795.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -251840.109375 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -251840.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -251896.968750 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -251897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -251970.968750 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -251971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -252056.812500 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -252056.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252169.578125 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -252169.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -252379.171875 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -252379.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -252607.656250 Penalty: 3778.408691
	Iteration 11F: 3 clusters Score -252607.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -252855.187500 Penalty: 3778.408691
	Iteration 12F: 3 clusters Score -252855.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -253061.421875 Penalty: 3778.408691
	Iteration 13F: 3 clusters Score -253061.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -253238.296875 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -253238.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -253334.078125 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -253334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -253378.140625 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -253378.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -253402.640625 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -253402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -253410.375000 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -253410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -253416.578125 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -253416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -253419.843750 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -253419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -253421.125000 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -253421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -253421.718750 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -253421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -253421.718750 Penalty: 3778.408691
	Iteration 23F: 3 clusters Score -253421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Entering Unmasked Estep 
Score: -8953952.000000 Penalty: 2759.524902
	Iteration 0F: 2 clusters Score -8953952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8908254.000000 Penalty: 5519.049805
	Iteration 0F: 3 clusters Score -8908254 nChanged 31833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -8926299.000000 Penalty: 5519.049805
	Iteration 1F: 3 clusters Score -8926299 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -8926934.000000 Penalty: 5519.049805
	Iteration 2Q: 3 clusters Score -8926934 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -8927572.000000 Penalty: 5519.049805
	Iteration 3Q: 3 clusters Score -8927572 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8928382.000000 Penalty: 5519.049805
	Iteration 4Q: 3 clusters Score -8928382 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -8929326.000000 Penalty: 5519.049805
	Iteration 5Q: 3 clusters Score -8929326 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -8930526.000000 Penalty: 5519.049805
	Iteration 6Q: 3 clusters Score -8930526 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -8932053.000000 Penalty: 5519.049805
	Iteration 7Q: 3 clusters Score -8932053 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -8933772.000000 Penalty: 5519.049805
	Iteration 8Q: 3 clusters Score -8933772 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -8935741.000000 Penalty: 5519.049805
	Iteration 9F: 3 clusters Score -8935741 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -8937637.000000 Penalty: 5519.049805
	Iteration 10F: 3 clusters Score -8937637 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -8939241.000000 Penalty: 5519.049805
	Iteration 11Q: 3 clusters Score -8939241 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -8940512.000000 Penalty: 5519.049805
	Iteration 12Q: 3 clusters Score -8940512 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -8941514.000000 Penalty: 5519.049805
	Iteration 13Q: 3 clusters Score -8941514 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -8942371.000000 Penalty: 5519.049805
	Iteration 14Q: 3 clusters Score -8942371 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -8943146.000000 Penalty: 5519.049805
	Iteration 15Q: 3 clusters Score -8943146 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -8943681.000000 Penalty: 5519.049805
	Iteration 16Q: 3 clusters Score -8943681 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -8944261.000000 Penalty: 5519.049805
	Iteration 17Q: 3 clusters Score -8944261 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -8944817.000000 Penalty: 5519.049805
	Iteration 18Q: 3 clusters Score -8944817 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -8945464.000000 Penalty: 5519.049805
	Iteration 19Q: 3 clusters Score -8945464 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -8946005.000000 Penalty: 5519.049805
	Iteration 20F: 3 clusters Score -8946005 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -8946628.000000 Penalty: 5519.049805
	Iteration 21Q: 3 clusters Score -8946628 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8947373.000000 Penalty: 5519.049805
	Iteration 22Q: 3 clusters Score -8947373 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -8948065.000000 Penalty: 5519.049805
	Iteration 23Q: 3 clusters Score -8948065 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -8948708.000000 Penalty: 5519.049805
	Iteration 24Q: 3 clusters Score -8948708 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -8949297.000000 Penalty: 5519.049805
	Iteration 25Q: 3 clusters Score -8949297 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8949859.000000 Penalty: 5519.049805
	Iteration 26Q: 3 clusters Score -8949859 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8950316.000000 Penalty: 5519.049805
	Iteration 27Q: 3 clusters Score -8950316 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8950725.000000 Penalty: 5519.049805
	Iteration 28Q: 3 clusters Score -8950725 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8951019.000000 Penalty: 5519.049805
	Iteration 29Q: 3 clusters Score -8951019 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8951210.000000 Penalty: 5519.049805
	Iteration 30Q: 3 clusters Score -8951210 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8951384.000000 Penalty: 5519.049805
	Iteration 31Q: 3 clusters Score -8951384 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8951455.000000 Penalty: 5519.049805
	Iteration 32Q: 3 clusters Score -8951455 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8951483.000000 Penalty: 5519.049805
	Iteration 33Q: 3 clusters Score -8951483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8951530.000000 Penalty: 5519.049805
	Iteration 34Q: 3 clusters Score -8951530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8951570.000000 Penalty: 5519.049805
	Iteration 35Q: 3 clusters Score -8951570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8951581.000000 Penalty: 5519.049805
	Iteration 36Q: 3 clusters Score -8951581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8951595.000000 Penalty: 5519.049805
	Iteration 37Q: 3 clusters Score -8951595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8951597.000000 Penalty: 5519.049805
	Iteration 38Q: 3 clusters Score -8951597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8951613.000000 Penalty: 5519.049805
	Iteration 39Q: 3 clusters Score -8951613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8951629.000000 Penalty: 5519.049805
	Iteration 40F: 3 clusters Score -8951629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8951656.000000 Penalty: 5519.049805
	Iteration 41Q: 3 clusters Score -8951656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8951681.000000 Penalty: 5519.049805
	Iteration 42Q: 3 clusters Score -8951681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8951671.000000 Penalty: 5519.049805
	Iteration 43Q: 3 clusters Score -8951671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8951688.000000 Penalty: 5519.049805
	Iteration 44Q: 3 clusters Score -8951688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8951685.000000 Penalty: 5519.049805
	Iteration 45Q: 3 clusters Score -8951685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8951691.000000 Penalty: 5519.049805
	Iteration 46Q: 3 clusters Score -8951691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8951681.000000 Penalty: 5519.049805
	Iteration 47Q: 3 clusters Score -8951681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8951672.000000 Penalty: 5519.049805
	Iteration 48Q: 3 clusters Score -8951672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8951688.000000 Penalty: 5519.049805
	Iteration 49Q: 3 clusters Score -8951688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8951699.000000 Penalty: 5519.049805
	Iteration 50Q: 3 clusters Score -8951699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8951694.000000 Penalty: 5519.049805
	Iteration 51Q: 3 clusters Score -8951694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8951696.000000 Penalty: 5519.049805
	Iteration 52Q: 3 clusters Score -8951696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8951709.000000 Penalty: 5519.049805
	Iteration 53Q: 3 clusters Score -8951709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8951717.000000 Penalty: 5519.049805
	Iteration 54Q: 3 clusters Score -8951717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8951719.000000 Penalty: 5519.049805
	Iteration 55Q: 3 clusters Score -8951719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8951729.000000 Penalty: 5519.049805
	Iteration 56Q: 3 clusters Score -8951729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8951728.000000 Penalty: 5519.049805
	Iteration 57Q: 3 clusters Score -8951728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8951741.000000 Penalty: 5519.049805
	Iteration 58Q: 3 clusters Score -8951741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8951742.000000 Penalty: 5519.049805
	Iteration 59Q: 3 clusters Score -8951742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8951737.000000 Penalty: 5519.049805
	Iteration 60F: 3 clusters Score -8951737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8951738.000000 Penalty: 5519.049805
	Iteration 61Q: 3 clusters Score -8951738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8951739.000000 Penalty: 5519.049805
	Iteration 62Q: 3 clusters Score -8951739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8951745.000000 Penalty: 5519.049805
	Iteration 63Q: 3 clusters Score -8951745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8951745.000000 Penalty: 5519.049805
	Iteration 64F: 3 clusters Score -8951745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Entering Unmasked Estep 
Score: -6379681.000000 Penalty: 2667.161865
	Iteration 0F: 2 clusters Score -6379681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -6347983.500000 Penalty: 5334.323730
	Iteration 0F: 3 clusters Score -6347984 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -6359997.500000 Penalty: 5334.323730
	Iteration 1F: 3 clusters Score -6359998 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6360519.000000 Penalty: 5334.323730
	Iteration 2Q: 3 clusters Score -6360519 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6360932.500000 Penalty: 5334.323730
	Iteration 3Q: 3 clusters Score -6360932 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -6361345.500000 Penalty: 5334.323730
	Iteration 4Q: 3 clusters Score -6361346 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6361731.000000 Penalty: 5334.323730
	Iteration 5Q: 3 clusters Score -6361731 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6362163.500000 Penalty: 5334.323730
	Iteration 6Q: 3 clusters Score -6362164 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -6362596.500000 Penalty: 5334.323730
	Iteration 7Q: 3 clusters Score -6362596 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -6363068.000000 Penalty: 5334.323730
	Iteration 8Q: 3 clusters Score -6363068 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -6363717.000000 Penalty: 5334.323730
	Iteration 9Q: 3 clusters Score -6363717 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6364530.000000 Penalty: 5334.323730
	Iteration 10Q: 3 clusters Score -6364530 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -6365640.000000 Penalty: 5334.323730
	Iteration 11Q: 3 clusters Score -6365640 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -6367108.000000 Penalty: 5334.323730
	Iteration 12Q: 3 clusters Score -6367108 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -6368693.000000 Penalty: 5334.323730
	Iteration 13Q: 3 clusters Score -6368693 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -6370178.000000 Penalty: 5334.323730
	Iteration 14Q: 3 clusters Score -6370178 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -6371372.000000 Penalty: 5334.323730
	Iteration 15Q: 3 clusters Score -6371372 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6372368.500000 Penalty: 5334.323730
	Iteration 16Q: 3 clusters Score -6372368 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -6373205.000000 Penalty: 5334.323730
	Iteration 17Q: 3 clusters Score -6373205 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -6373954.500000 Penalty: 5334.323730
	Iteration 18Q: 3 clusters Score -6373954 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6374583.000000 Penalty: 5334.323730
	Iteration 19Q: 3 clusters Score -6374583 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6375172.500000 Penalty: 5334.323730
	Iteration 20F: 3 clusters Score -6375172 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6375674.000000 Penalty: 5334.323730
	Iteration 21Q: 3 clusters Score -6375674 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6376179.500000 Penalty: 5334.323730
	Iteration 22Q: 3 clusters Score -6376180 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6376530.000000 Penalty: 5334.323730
	Iteration 23Q: 3 clusters Score -6376530 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6376854.000000 Penalty: 5334.323730
	Iteration 24Q: 3 clusters Score -6376854 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6377081.000000 Penalty: 5334.323730
	Iteration 25Q: 3 clusters Score -6377081 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6377225.000000 Penalty: 5334.323730
	Iteration 26Q: 3 clusters Score -6377225 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6377309.500000 Penalty: 5334.323730
	Iteration 27Q: 3 clusters Score -6377310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6377389.000000 Penalty: 5334.323730
	Iteration 28Q: 3 clusters Score -6377389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6377425.000000 Penalty: 5334.323730
	Iteration 29Q: 3 clusters Score -6377425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6377462.500000 Penalty: 5334.323730
	Iteration 30Q: 3 clusters Score -6377462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6377492.000000 Penalty: 5334.323730
	Iteration 31Q: 3 clusters Score -6377492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6377521.000000 Penalty: 5334.323730
	Iteration 32Q: 3 clusters Score -6377521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6377559.500000 Penalty: 5334.323730
	Iteration 33Q: 3 clusters Score -6377560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6377577.500000 Penalty: 5334.323730
	Iteration 34Q: 3 clusters Score -6377578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6377584.500000 Penalty: 5334.323730
	Iteration 35Q: 3 clusters Score -6377584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6377595.000000 Penalty: 5334.323730
	Iteration 36Q: 3 clusters Score -6377595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6377603.000000 Penalty: 5334.323730
	Iteration 37Q: 3 clusters Score -6377603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6377616.000000 Penalty: 5334.323730
	Iteration 38Q: 3 clusters Score -6377616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6377613.000000 Penalty: 5334.323730
	Iteration 39Q: 3 clusters Score -6377613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6377619.500000 Penalty: 5334.323730
	Iteration 40F: 3 clusters Score -6377620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6377629.000000 Penalty: 5334.323730
	Iteration 41Q: 3 clusters Score -6377629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6377620.500000 Penalty: 5334.323730
	Iteration 42Q: 3 clusters Score -6377620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6377625.500000 Penalty: 5334.323730
	Iteration 43Q: 3 clusters Score -6377626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6377627.000000 Penalty: 5334.323730
	Iteration 44Q: 3 clusters Score -6377627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6377636.500000 Penalty: 5334.323730
	Iteration 45Q: 3 clusters Score -6377636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6377634.500000 Penalty: 5334.323730
	Iteration 46Q: 3 clusters Score -6377634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6377644.000000 Penalty: 5334.323730
	Iteration 47Q: 3 clusters Score -6377644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6377645.500000 Penalty: 5334.323730
	Iteration 48Q: 3 clusters Score -6377646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6377644.500000 Penalty: 5334.323730
	Iteration 49Q: 3 clusters Score -6377644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6377646.000000 Penalty: 5334.323730
	Iteration 50Q: 3 clusters Score -6377646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6377646.000000 Penalty: 5334.323730
	Iteration 51F: 3 clusters Score -6377646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Entering Unmasked Estep 
Score: -3397903.250000 Penalty: 2509.442627
	Iteration 0F: 2 clusters Score -3397903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3380789.500000 Penalty: 5018.885254
	Iteration 0F: 3 clusters Score -3380790 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3386901.500000 Penalty: 5018.885254
	Iteration 1F: 3 clusters Score -3386902 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3387453.000000 Penalty: 5018.885254
	Iteration 2F: 3 clusters Score -3387453 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3388082.000000 Penalty: 5018.885254
	Iteration 3F: 3 clusters Score -3388082 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3388864.500000 Penalty: 5018.885254
	Iteration 4F: 3 clusters Score -3388864 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3389851.000000 Penalty: 5018.885254
	Iteration 5F: 3 clusters Score -3389851 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3390979.750000 Penalty: 5018.885254
	Iteration 6F: 3 clusters Score -3390980 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3392051.000000 Penalty: 5018.885254
	Iteration 7F: 3 clusters Score -3392051 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3393046.500000 Penalty: 5018.885254
	Iteration 8F: 3 clusters Score -3393046 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3393807.750000 Penalty: 5018.885254
	Iteration 9Q: 3 clusters Score -3393808 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3394325.500000 Penalty: 5018.885254
	Iteration 10Q: 3 clusters Score -3394326 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3394697.250000 Penalty: 5018.885254
	Iteration 11Q: 3 clusters Score -3394697 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3394928.750000 Penalty: 5018.885254
	Iteration 12Q: 3 clusters Score -3394929 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3395046.250000 Penalty: 5018.885254
	Iteration 13Q: 3 clusters Score -3395046 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3395138.500000 Penalty: 5018.885254
	Iteration 14Q: 3 clusters Score -3395138 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3395239.750000 Penalty: 5018.885254
	Iteration 15Q: 3 clusters Score -3395240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3395317.250000 Penalty: 5018.885254
	Iteration 16Q: 3 clusters Score -3395317 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3395373.500000 Penalty: 5018.885254
	Iteration 17Q: 3 clusters Score -3395374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3395430.500000 Penalty: 5018.885254
	Iteration 18Q: 3 clusters Score -3395430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3395466.750000 Penalty: 5018.885254
	Iteration 19Q: 3 clusters Score -3395467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3395499.000000 Penalty: 5018.885254
	Iteration 20F: 3 clusters Score -3395499 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3395522.500000 Penalty: 5018.885254
	Iteration 21Q: 3 clusters Score -3395522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3395547.750000 Penalty: 5018.885254
	Iteration 22Q: 3 clusters Score -3395548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3395585.500000 Penalty: 5018.885254
	Iteration 23Q: 3 clusters Score -3395586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3395599.750000 Penalty: 5018.885254
	Iteration 24Q: 3 clusters Score -3395600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3395623.000000 Penalty: 5018.885254
	Iteration 25Q: 3 clusters Score -3395623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3395640.000000 Penalty: 5018.885254
	Iteration 26Q: 3 clusters Score -3395640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3395654.750000 Penalty: 5018.885254
	Iteration 27Q: 3 clusters Score -3395655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3395662.500000 Penalty: 5018.885254
	Iteration 28Q: 3 clusters Score -3395662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3395675.750000 Penalty: 5018.885254
	Iteration 29Q: 3 clusters Score -3395676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3395679.000000 Penalty: 5018.885254
	Iteration 30Q: 3 clusters Score -3395679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3395684.000000 Penalty: 5018.885254
	Iteration 31Q: 3 clusters Score -3395684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3395684.500000 Penalty: 5018.885254
	Iteration 32Q: 3 clusters Score -3395684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3395689.750000 Penalty: 5018.885254
	Iteration 33Q: 3 clusters Score -3395690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3395692.500000 Penalty: 5018.885254
	Iteration 34Q: 3 clusters Score -3395692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3395701.250000 Penalty: 5018.885254
	Iteration 35Q: 3 clusters Score -3395701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3395706.750000 Penalty: 5018.885254
	Iteration 36Q: 3 clusters Score -3395707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3395713.500000 Penalty: 5018.885254
	Iteration 37Q: 3 clusters Score -3395714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3395707.000000 Penalty: 5018.885254
	Iteration 38Q: 3 clusters Score -3395707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3395721.500000 Penalty: 5018.885254
	Iteration 39Q: 3 clusters Score -3395722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3395721.750000 Penalty: 5018.885254
	Iteration 40F: 3 clusters Score -3395722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3395724.500000 Penalty: 5018.885254
	Iteration 41Q: 3 clusters Score -3395724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3395730.000000 Penalty: 5018.885254
	Iteration 42Q: 3 clusters Score -3395730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3395737.500000 Penalty: 5018.885254
	Iteration 43Q: 3 clusters Score -3395738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3395744.750000 Penalty: 5018.885254
	Iteration 44Q: 3 clusters Score -3395745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3395750.750000 Penalty: 5018.885254
	Iteration 45Q: 3 clusters Score -3395751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3395756.500000 Penalty: 5018.885254
	Iteration 46Q: 3 clusters Score -3395756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3395752.250000 Penalty: 5018.885254
	Iteration 47Q: 3 clusters Score -3395752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3395755.500000 Penalty: 5018.885254
	Iteration 48Q: 3 clusters Score -3395756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3395754.750000 Penalty: 5018.885254
	Iteration 49Q: 3 clusters Score -3395755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3395751.250000 Penalty: 5018.885254
	Iteration 50Q: 3 clusters Score -3395751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3395753.000000 Penalty: 5018.885254
	Iteration 51Q: 3 clusters Score -3395753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3395752.750000 Penalty: 5018.885254
	Iteration 52Q: 3 clusters Score -3395753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3395752.750000 Penalty: 5018.885254
	Iteration 53F: 3 clusters Score -3395753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -1277496.125000 Penalty: 2285.450684
	Iteration 0F: 2 clusters Score -1277496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1269750.625000 Penalty: 4570.901367
	Iteration 0F: 3 clusters Score -1269751 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1271993.625000 Penalty: 4570.901367
	Iteration 1F: 3 clusters Score -1271994 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1272287.625000 Penalty: 4570.901367
	Iteration 2F: 3 clusters Score -1272288 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1272498.375000 Penalty: 4570.901367
	Iteration 3Q: 3 clusters Score -1272498 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1272674.875000 Penalty: 4570.901367
	Iteration 4Q: 3 clusters Score -1272675 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1272868.500000 Penalty: 4570.901367
	Iteration 5Q: 3 clusters Score -1272868 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1273085.375000 Penalty: 4570.901367
	Iteration 6Q: 3 clusters Score -1273085 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1273307.875000 Penalty: 4570.901367
	Iteration 7Q: 3 clusters Score -1273308 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1273565.250000 Penalty: 4570.901367
	Iteration 8Q: 3 clusters Score -1273565 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1273884.750000 Penalty: 4570.901367
	Iteration 9Q: 3 clusters Score -1273885 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1274278.875000 Penalty: 4570.901367
	Iteration 10Q: 3 clusters Score -1274279 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1274650.000000 Penalty: 4570.901367
	Iteration 11Q: 3 clusters Score -1274650 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1274945.000000 Penalty: 4570.901367
	Iteration 12Q: 3 clusters Score -1274945 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1275184.375000 Penalty: 4570.901367
	Iteration 13Q: 3 clusters Score -1275184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1275333.125000 Penalty: 4570.901367
	Iteration 14Q: 3 clusters Score -1275333 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1275421.500000 Penalty: 4570.901367
	Iteration 15Q: 3 clusters Score -1275422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1275466.875000 Penalty: 4570.901367
	Iteration 16Q: 3 clusters Score -1275467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1275491.000000 Penalty: 4570.901367
	Iteration 17Q: 3 clusters Score -1275491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1275519.625000 Penalty: 4570.901367
	Iteration 18Q: 3 clusters Score -1275520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1275543.375000 Penalty: 4570.901367
	Iteration 19Q: 3 clusters Score -1275543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1275560.625000 Penalty: 4570.901367
	Iteration 20F: 3 clusters Score -1275561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1275575.625000 Penalty: 4570.901367
	Iteration 21Q: 3 clusters Score -1275576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1275585.500000 Penalty: 4570.901367
	Iteration 22Q: 3 clusters Score -1275586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1275592.500000 Penalty: 4570.901367
	Iteration 23Q: 3 clusters Score -1275592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1275595.500000 Penalty: 4570.901367
	Iteration 24Q: 3 clusters Score -1275596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1275598.500000 Penalty: 4570.901367
	Iteration 25Q: 3 clusters Score -1275598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1275599.750000 Penalty: 4570.901367
	Iteration 26Q: 3 clusters Score -1275600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1275604.125000 Penalty: 4570.901367
	Iteration 27Q: 3 clusters Score -1275604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1275606.500000 Penalty: 4570.901367
	Iteration 28Q: 3 clusters Score -1275606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1275606.500000 Penalty: 4570.901367
	Iteration 29F: 3 clusters Score -1275606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Entering Unmasked Estep 
Score: -24795204.000000 Penalty: 3005.563232
	Iteration 0F: 2 clusters Score -2.47952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -24680254.000000 Penalty: 6011.126465
	Iteration 0F: 3 clusters Score -2.468025e+07 nChanged 88105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -24732838.000000 Penalty: 6011.126465
	Iteration 1F: 3 clusters Score -2.473284e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -24735464.000000 Penalty: 6011.126465
	Iteration 2Q: 3 clusters Score -2.473546e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -24739684.000000 Penalty: 6011.126465
	Iteration 3F: 3 clusters Score -2.473968e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -24747008.000000 Penalty: 6011.126465
	Iteration 4F: 3 clusters Score -2.474701e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -24757040.000000 Penalty: 6011.126465
	Iteration 5F: 3 clusters Score -2.475704e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -24768438.000000 Penalty: 6011.126465
	Iteration 6F: 3 clusters Score -2.476844e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -24777208.000000 Penalty: 6011.126465
	Iteration 7F: 3 clusters Score -2.477721e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -24780920.000000 Penalty: 6011.126465
	Iteration 8Q: 3 clusters Score -2.478092e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -24781890.000000 Penalty: 6011.126465
	Iteration 9Q: 3 clusters Score -2.478189e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -24782350.000000 Penalty: 6011.126465
	Iteration 10Q: 3 clusters Score -2.478235e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -24782618.000000 Penalty: 6011.126465
	Iteration 11Q: 3 clusters Score -2.478262e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122049 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -24782962.000000 Penalty: 6011.126465
	Iteration 12Q: 3 clusters Score -2.478296e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -24783056.000000 Penalty: 6011.126465
	Iteration 13Q: 3 clusters Score -2.478306e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121974 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -24783194.000000 Penalty: 6011.126465
	Iteration 14Q: 3 clusters Score -2.478319e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121906 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -24783264.000000 Penalty: 6011.126465
	Iteration 15Q: 3 clusters Score -2.478326e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -24783284.000000 Penalty: 6011.126465
	Iteration 16Q: 3 clusters Score -2.478328e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -24783384.000000 Penalty: 6011.126465
	Iteration 17Q: 3 clusters Score -2.478338e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121518 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -24783322.000000 Penalty: 6011.126465
	Iteration 18Q: 3 clusters Score -2.478332e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -24783286.000000 Penalty: 6011.126465
	Iteration 19Q: 3 clusters Score -2.478329e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -24783266.000000 Penalty: 6011.126465
	Iteration 20F: 3 clusters Score -2.478327e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -24783270.000000 Penalty: 6011.126465
	Iteration 21Q: 3 clusters Score -2.478327e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -24783304.000000 Penalty: 6011.126465
	Iteration 22Q: 3 clusters Score -2.47833e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120507 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -24783300.000000 Penalty: 6011.126465
	Iteration 23Q: 3 clusters Score -2.47833e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -24783380.000000 Penalty: 6011.126465
	Iteration 24Q: 3 clusters Score -2.478338e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -24783326.000000 Penalty: 6011.126465
	Iteration 25Q: 3 clusters Score -2.478333e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -24783328.000000 Penalty: 6011.126465
	Iteration 26Q: 3 clusters Score -2.478333e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -24783322.000000 Penalty: 6011.126465
	Iteration 27Q: 3 clusters Score -2.478332e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -24783248.000000 Penalty: 6011.126465
	Iteration 28Q: 3 clusters Score -2.478325e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -24783220.000000 Penalty: 6011.126465
	Iteration 29Q: 3 clusters Score -2.478322e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -24783186.000000 Penalty: 6011.126465
	Iteration 30Q: 3 clusters Score -2.478319e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118091 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -24783164.000000 Penalty: 6011.126465
	Iteration 31Q: 3 clusters Score -2.478316e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117763 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -24783170.000000 Penalty: 6011.126465
	Iteration 32Q: 3 clusters Score -2.478317e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117441 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -24783062.000000 Penalty: 6011.126465
	Iteration 33Q: 3 clusters Score -2.478306e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -24783072.000000 Penalty: 6011.126465
	Iteration 34Q: 3 clusters Score -2.478307e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116739 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -24783028.000000 Penalty: 6011.126465
	Iteration 35Q: 3 clusters Score -2.478303e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -24783006.000000 Penalty: 6011.126465
	Iteration 36Q: 3 clusters Score -2.478301e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115937 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -24782932.000000 Penalty: 6011.126465
	Iteration 37Q: 3 clusters Score -2.478293e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115531 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -24782906.000000 Penalty: 6011.126465
	Iteration 38Q: 3 clusters Score -2.478291e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -24782926.000000 Penalty: 6011.126465
	Iteration 39Q: 3 clusters Score -2.478293e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -24782880.000000 Penalty: 6011.126465
	Iteration 40F: 3 clusters Score -2.478288e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -24782878.000000 Penalty: 6011.126465
	Iteration 41Q: 3 clusters Score -2.478288e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113536 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -24782882.000000 Penalty: 6011.126465
	Iteration 42Q: 3 clusters Score -2.478288e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -24782818.000000 Penalty: 6011.126465
	Iteration 43Q: 3 clusters Score -2.478282e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.478286e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111675 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -24782842.000000 Penalty: 6011.126465
	Iteration 45Q: 3 clusters Score -2.478284e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -24782840.000000 Penalty: 6011.126465
	Iteration 46Q: 3 clusters Score -2.478284e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -24782794.000000 Penalty: 6011.126465
	Iteration 47Q: 3 clusters Score -2.478279e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -24782854.000000 Penalty: 6011.126465
	Iteration 48Q: 3 clusters Score -2.478285e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -24782708.000000 Penalty: 6011.126465
	Iteration 49Q: 3 clusters Score -2.478271e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.478269e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -24782712.000000 Penalty: 6011.126465
	Iteration 51Q: 3 clusters Score -2.478271e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -24782704.000000 Penalty: 6011.126465
	Iteration 52Q: 3 clusters Score -2.47827e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.478284e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.478297e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -24782920.000000 Penalty: 6011.126465
	Iteration 55Q: 3 clusters Score -2.478292e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.478279e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.478279e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.478279e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.478276e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -24782746.000000 Penalty: 6011.126465
	Iteration 60F: 3 clusters Score -2.478275e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.478271e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.478274e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.478268e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.478268e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.478272e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.478281e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.478282e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.478278e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.478285e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.478288e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.478294e+07 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.478297e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.478304e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.478312e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.478314e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.478315e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.478316e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.478318e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.478323e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.478324e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -24783188.000000 Penalty: 6011.126465
	Iteration 81Q: 3 clusters Score -2.478319e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.478323e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.478328e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 94141 members 
Entering Unmasked Estep 
Score: -24783322.000000 Penalty: 6011.126465
	Iteration 84Q: 3 clusters Score -2.478332e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.478331e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -24783348.000000 Penalty: 6011.126465
	Iteration 86Q: 3 clusters Score -2.478335e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.478336e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.478336e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.478336e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.47834e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -24783416.000000 Penalty: 6011.126465
	Iteration 91Q: 3 clusters Score -2.478342e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.478338e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.478342e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.47834e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.47834e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.478345e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.478347e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.478347e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.478349e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -24783522.000000 Penalty: 6011.126465
	Iteration 100F: 3 clusters Score -2.478352e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.47835e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.478351e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.478355e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.478356e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.478365e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.478367e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.478367e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.478363e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.478366e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.478367e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.478366e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.478364e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.478363e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.478366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.478363e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.478365e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.478364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 97898 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.478364e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.478365e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -24783656.000000 Penalty: 6011.126465
	Iteration 120F: 3 clusters Score -2.478366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.478366e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.478366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -24783702.000000 Penalty: 6011.126465
	Iteration 123Q: 3 clusters Score -2.47837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 124Q: 3 clusters Score -2.478371e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -24783730.000000 Penalty: 6011.126465
	Iteration 125Q: 3 clusters Score -2.478373e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.478375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.478375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.478376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -24783732.000000 Penalty: 6011.126465
	Iteration 129Q: 3 clusters Score -2.478373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.478372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.478372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -24783708.000000 Penalty: 6011.126465
	Iteration 132Q: 3 clusters Score -2.478371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -24783684.000000 Penalty: 6011.126465
	Iteration 133Q: 3 clusters Score -2.478368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -24783692.000000 Penalty: 6011.126465
	Iteration 134Q: 3 clusters Score -2.478369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -24783706.000000 Penalty: 6011.126465
	Iteration 135Q: 3 clusters Score -2.478371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -24783700.000000 Penalty: 6011.126465
	Iteration 136Q: 3 clusters Score -2.47837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -24783702.000000 Penalty: 6011.126465
	Iteration 137Q: 3 clusters Score -2.47837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -24783714.000000 Penalty: 6011.126465
	Iteration 138Q: 3 clusters Score -2.478371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -24783680.000000 Penalty: 6011.126465
	Iteration 139Q: 3 clusters Score -2.478368e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -24783696.000000 Penalty: 6011.126465
	Iteration 140F: 3 clusters Score -2.47837e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -24783704.000000 Penalty: 6011.126465
	Iteration 141Q: 3 clusters Score -2.47837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 142Q: 3 clusters Score -2.478371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -24783710.000000 Penalty: 6011.126465
	Iteration 143Q: 3 clusters Score -2.478371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -24783722.000000 Penalty: 6011.126465
	Iteration 144Q: 3 clusters Score -2.478372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 145Q: 3 clusters Score -2.478371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -24783718.000000 Penalty: 6011.126465
	Iteration 146Q: 3 clusters Score -2.478372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -24783726.000000 Penalty: 6011.126465
	Iteration 147Q: 3 clusters Score -2.478373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -24783716.000000 Penalty: 6011.126465
	Iteration 148Q: 3 clusters Score -2.478372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -24783734.000000 Penalty: 6011.126465
	Iteration 149Q: 3 clusters Score -2.478373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -24783736.000000 Penalty: 6011.126465
	Iteration 150Q: 3 clusters Score -2.478374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 151Q: 3 clusters Score -2.478371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -24783726.000000 Penalty: 6011.126465
	Iteration 152Q: 3 clusters Score -2.478373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -24783730.000000 Penalty: 6011.126465
	Iteration 153Q: 3 clusters Score -2.478373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -24783750.000000 Penalty: 6011.126465
	Iteration 154Q: 3 clusters Score -2.478375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -24783756.000000 Penalty: 6011.126465
	Iteration 155Q: 3 clusters Score -2.478376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -24783736.000000 Penalty: 6011.126465
	Iteration 156Q: 3 clusters Score -2.478374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -24783726.000000 Penalty: 6011.126465
	Iteration 157Q: 3 clusters Score -2.478373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -24783726.000000 Penalty: 6011.126465
	Iteration 158Q: 3 clusters Score -2.478373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 159Q: 3 clusters Score -2.478371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 160F: 3 clusters Score -2.478371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -24783704.000000 Penalty: 6011.126465
	Iteration 161Q: 3 clusters Score -2.47837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -24783710.000000 Penalty: 6011.126465
	Iteration 162Q: 3 clusters Score -2.478371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -24783722.000000 Penalty: 6011.126465
	Iteration 163Q: 3 clusters Score -2.478372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -24783734.000000 Penalty: 6011.126465
	Iteration 164Q: 3 clusters Score -2.478373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -24783718.000000 Penalty: 6011.126465
	Iteration 165Q: 3 clusters Score -2.478372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 166Q: 3 clusters Score -2.478371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -24783710.000000 Penalty: 6011.126465
	Iteration 167Q: 3 clusters Score -2.478371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -24783718.000000 Penalty: 6011.126465
	Iteration 168Q: 3 clusters Score -2.478372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -24783722.000000 Penalty: 6011.126465
	Iteration 169Q: 3 clusters Score -2.478372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 98902 members 
Entering Unmasked Estep 
Score: -24783720.000000 Penalty: 6011.126465
	Iteration 170Q: 3 clusters Score -2.478372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -24783732.000000 Penalty: 6011.126465
	Iteration 171Q: 3 clusters Score -2.478373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -24783732.000000 Penalty: 6011.126465
	Iteration 172Q: 3 clusters Score -2.478373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -24783728.000000 Penalty: 6011.126465
	Iteration 173Q: 3 clusters Score -2.478373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -24783712.000000 Penalty: 6011.126465
	Iteration 174Q: 3 clusters Score -2.478371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -24783718.000000 Penalty: 6011.126465
	Iteration 175Q: 3 clusters Score -2.478372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 98964 members 
Entering Unmasked Estep 
Score: -24783722.000000 Penalty: 6011.126465
	Iteration 176Q: 3 clusters Score -2.478372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -24783708.000000 Penalty: 6011.126465
	Iteration 177Q: 3 clusters Score -2.478371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -24783700.000000 Penalty: 6011.126465
	Iteration 178Q: 3 clusters Score -2.47837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84375 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -24783706.000000 Penalty: 6011.126465
	Iteration 179Q: 3 clusters Score -2.478371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -24783700.000000 Penalty: 6011.126465
	Iteration 180F: 3 clusters Score -2.47837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -24783708.000000 Penalty: 6011.126465
	Iteration 181Q: 3 clusters Score -2.478371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -24783730.000000 Penalty: 6011.126465
	Iteration 182Q: 3 clusters Score -2.478373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -24783714.000000 Penalty: 6011.126465
	Iteration 183Q: 3 clusters Score -2.478371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -24783720.000000 Penalty: 6011.126465
	Iteration 184Q: 3 clusters Score -2.478372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -24783704.000000 Penalty: 6011.126465
	Iteration 185Q: 3 clusters Score -2.47837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -24783698.000000 Penalty: 6011.126465
	Iteration 186Q: 3 clusters Score -2.47837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -24783702.000000 Penalty: 6011.126465
	Iteration 187Q: 3 clusters Score -2.47837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -24783738.000000 Penalty: 6011.126465
	Iteration 188Q: 3 clusters Score -2.478374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -24783726.000000 Penalty: 6011.126465
	Iteration 189Q: 3 clusters Score -2.478373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -24783734.000000 Penalty: 6011.126465
	Iteration 190Q: 3 clusters Score -2.478373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -24783750.000000 Penalty: 6011.126465
	Iteration 191Q: 3 clusters Score -2.478375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -24783734.000000 Penalty: 6011.126465
	Iteration 192Q: 3 clusters Score -2.478373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -24783734.000000 Penalty: 6011.126465
	Iteration 193Q: 3 clusters Score -2.478373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -24783736.000000 Penalty: 6011.126465
	Iteration 194Q: 3 clusters Score -2.478374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -24783726.000000 Penalty: 6011.126465
	Iteration 195Q: 3 clusters Score -2.478373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -24783732.000000 Penalty: 6011.126465
	Iteration 196Q: 3 clusters Score -2.478373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -24783736.000000 Penalty: 6011.126465
	Iteration 197Q: 3 clusters Score -2.478374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -24783730.000000 Penalty: 6011.126465
	Iteration 198Q: 3 clusters Score -2.478373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -24783724.000000 Penalty: 6011.126465
	Iteration 199Q: 3 clusters Score -2.478372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -24783722.000000 Penalty: 6011.126465
	Iteration 200F: 3 clusters Score -2.478372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -24783718.000000 Penalty: 6011.126465
	Iteration 201Q: 3 clusters Score -2.478372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -24783718.000000 Penalty: 6011.126465
	Iteration 202Q: 3 clusters Score -2.478372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -24783728.000000 Penalty: 6011.126465
	Iteration 203Q: 3 clusters Score -2.478373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -24783734.000000 Penalty: 6011.126465
	Iteration 204Q: 3 clusters Score -2.478373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -24783744.000000 Penalty: 6011.126465
	Iteration 205Q: 3 clusters Score -2.478374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -24783732.000000 Penalty: 6011.126465
	Iteration 206Q: 3 clusters Score -2.478373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -24783732.000000 Penalty: 6011.126465
	Iteration 207F: 3 clusters Score -2.478373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Entering Unmasked Estep 
Score: -4434467.000000 Penalty: 2576.714844
	Iteration 0F: 2 clusters Score -4434467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4412155.500000 Penalty: 5153.429688
	Iteration 0F: 3 clusters Score -4412156 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4420121.500000 Penalty: 5153.429688
	Iteration 1F: 3 clusters Score -4420122 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4420546.500000 Penalty: 5153.429688
	Iteration 2Q: 3 clusters Score -4420546 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4420904.500000 Penalty: 5153.429688
	Iteration 3Q: 3 clusters Score -4420904 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4421220.000000 Penalty: 5153.429688
	Iteration 4Q: 3 clusters Score -4421220 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4421478.000000 Penalty: 5153.429688
	Iteration 5Q: 3 clusters Score -4421478 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4421728.000000 Penalty: 5153.429688
	Iteration 6Q: 3 clusters Score -4421728 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4421923.000000 Penalty: 5153.429688
	Iteration 7Q: 3 clusters Score -4421923 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4422133.500000 Penalty: 5153.429688
	Iteration 8Q: 3 clusters Score -4422134 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4422378.500000 Penalty: 5153.429688
	Iteration 9Q: 3 clusters Score -4422378 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4422695.500000 Penalty: 5153.429688
	Iteration 10Q: 3 clusters Score -4422696 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4423090.000000 Penalty: 5153.429688
	Iteration 11Q: 3 clusters Score -4423090 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4423589.000000 Penalty: 5153.429688
	Iteration 12Q: 3 clusters Score -4423589 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4424334.000000 Penalty: 5153.429688
	Iteration 13Q: 3 clusters Score -4424334 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4425451.000000 Penalty: 5153.429688
	Iteration 14F: 3 clusters Score -4425451 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4426789.000000 Penalty: 5153.429688
	Iteration 15F: 3 clusters Score -4426789 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -4428167.000000 Penalty: 5153.429688
	Iteration 16F: 3 clusters Score -4428167 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4429361.000000 Penalty: 5153.429688
	Iteration 17Q: 3 clusters Score -4429361 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4430365.500000 Penalty: 5153.429688
	Iteration 18Q: 3 clusters Score -4430366 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4431075.500000 Penalty: 5153.429688
	Iteration 19Q: 3 clusters Score -4431076 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4431534.500000 Penalty: 5153.429688
	Iteration 20F: 3 clusters Score -4431534 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4431823.500000 Penalty: 5153.429688
	Iteration 21Q: 3 clusters Score -4431824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4431981.500000 Penalty: 5153.429688
	Iteration 22Q: 3 clusters Score -4431982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4432075.500000 Penalty: 5153.429688
	Iteration 23Q: 3 clusters Score -4432076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4432120.500000 Penalty: 5153.429688
	Iteration 24Q: 3 clusters Score -4432120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4432151.500000 Penalty: 5153.429688
	Iteration 25Q: 3 clusters Score -4432152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4432181.000000 Penalty: 5153.429688
	Iteration 26Q: 3 clusters Score -4432181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4432187.500000 Penalty: 5153.429688
	Iteration 27Q: 3 clusters Score -4432188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4432195.000000 Penalty: 5153.429688
	Iteration 28Q: 3 clusters Score -4432195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -4432201.000000 Penalty: 5153.429688
	Iteration 29Q: 3 clusters Score -4432201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4432201.500000 Penalty: 5153.429688
	Iteration 30Q: 3 clusters Score -4432202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4432203.500000 Penalty: 5153.429688
	Iteration 31Q: 3 clusters Score -4432204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4432210.000000 Penalty: 5153.429688
	Iteration 32Q: 3 clusters Score -4432210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4432215.000000 Penalty: 5153.429688
	Iteration 33Q: 3 clusters Score -4432215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4432214.500000 Penalty: 5153.429688
	Iteration 34Q: 3 clusters Score -4432214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4432214.500000 Penalty: 5153.429688
	Iteration 35Q: 3 clusters Score -4432214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4432219.500000 Penalty: 5153.429688
	Iteration 36Q: 3 clusters Score -4432220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4432222.000000 Penalty: 5153.429688
	Iteration 37Q: 3 clusters Score -4432222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4432222.000000 Penalty: 5153.429688
	Iteration 38F: 3 clusters Score -4432222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -468707.468750 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -468707.5 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 1690 members 
Entering Unmasked Estep 
Score: -465157.531250 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -465157.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -465846.937500 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -465846.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -465999.156250 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -465999.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -466078.718750 Penalty: 4030.606445
	Iteration 3Q: 3 clusters Score -466078.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -466119.062500 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -466119.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -466149.281250 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -466149.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -466173.531250 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -466173.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -466193.312500 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -466193.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -466212.812500 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -466212.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -466232.437500 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -466232.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -466254.562500 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -466254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -466272.562500 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -466272.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -466284.875000 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -466284.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -466294.625000 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -466294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -466300.125000 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -466300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -466303.500000 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -466303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -466308.468750 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -466308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -466312.312500 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -466312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -466316.562500 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -466316.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -466320.406250 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -466320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -466324.656250 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -466324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -466329.718750 Penalty: 4030.606445
	Iteration 21Q: 3 clusters Score -466329.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -466334.093750 Penalty: 4030.606445
	Iteration 22Q: 3 clusters Score -466334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -466337.906250 Penalty: 4030.606445
	Iteration 23Q: 3 clusters Score -466337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -466343.687500 Penalty: 4030.606445
	Iteration 24Q: 3 clusters Score -466343.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -466348.437500 Penalty: 4030.606445
	Iteration 25Q: 3 clusters Score -466348.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -466354.062500 Penalty: 4030.606445
	Iteration 26Q: 3 clusters Score -466354.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -466357.281250 Penalty: 4030.606445
	Iteration 27Q: 3 clusters Score -466357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -466359.562500 Penalty: 4030.606445
	Iteration 28Q: 3 clusters Score -466359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -466363.906250 Penalty: 4030.606445
	Iteration 29Q: 3 clusters Score -466363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -466366.843750 Penalty: 4030.606445
	Iteration 30Q: 3 clusters Score -466366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -466370.125000 Penalty: 4030.606445
	Iteration 31Q: 3 clusters Score -466370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -466372.250000 Penalty: 4030.606445
	Iteration 32Q: 3 clusters Score -466372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -466379.062500 Penalty: 4030.606445
	Iteration 33Q: 3 clusters Score -466379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -466386.250000 Penalty: 4030.606445
	Iteration 34Q: 3 clusters Score -466386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -466391.937500 Penalty: 4030.606445
	Iteration 35Q: 3 clusters Score -466391.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -466398.781250 Penalty: 4030.606445
	Iteration 36Q: 3 clusters Score -466398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -466404.906250 Penalty: 4030.606445
	Iteration 37Q: 3 clusters Score -466404.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -466413.187500 Penalty: 4030.606445
	Iteration 38Q: 3 clusters Score -466413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -466421.156250 Penalty: 4030.606445
	Iteration 39Q: 3 clusters Score -466421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -466427.562500 Penalty: 4030.606445
	Iteration 40F: 3 clusters Score -466427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -466432.906250 Penalty: 4030.606445
	Iteration 41Q: 3 clusters Score -466432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -466442.812500 Penalty: 4030.606445
	Iteration 42Q: 3 clusters Score -466442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -466450.687500 Penalty: 4030.606445
	Iteration 43Q: 3 clusters Score -466450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -466459.968750 Penalty: 4030.606445
	Iteration 44Q: 3 clusters Score -466460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -466469.281250 Penalty: 4030.606445
	Iteration 45Q: 3 clusters Score -466469.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -466479.093750 Penalty: 4030.606445
	Iteration 46Q: 3 clusters Score -466479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -466494.187500 Penalty: 4030.606445
	Iteration 47Q: 3 clusters Score -466494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -466507.000000 Penalty: 4030.606445
	Iteration 48Q: 3 clusters Score -466507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -466526.906250 Penalty: 4030.606445
	Iteration 49Q: 3 clusters Score -466526.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -466542.250000 Penalty: 4030.606445
	Iteration 50Q: 3 clusters Score -466542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -466552.531250 Penalty: 4030.606445
	Iteration 51Q: 3 clusters Score -466552.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -466559.875000 Penalty: 4030.606445
	Iteration 52Q: 3 clusters Score -466559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -466566.562500 Penalty: 4030.606445
	Iteration 53Q: 3 clusters Score -466566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -466571.093750 Penalty: 4030.606445
	Iteration 54Q: 3 clusters Score -466571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -466575.562500 Penalty: 4030.606445
	Iteration 55Q: 3 clusters Score -466575.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -466580.500000 Penalty: 4030.606445
	Iteration 56Q: 3 clusters Score -466580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -466589.031250 Penalty: 4030.606445
	Iteration 57Q: 3 clusters Score -466589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -466597.781250 Penalty: 4030.606445
	Iteration 58Q: 3 clusters Score -466597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -466603.937500 Penalty: 4030.606445
	Iteration 59Q: 3 clusters Score -466603.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -466613.406250 Penalty: 4030.606445
	Iteration 60F: 3 clusters Score -466613.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -466621.937500 Penalty: 4030.606445
	Iteration 61Q: 3 clusters Score -466621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -466629.937500 Penalty: 4030.606445
	Iteration 62Q: 3 clusters Score -466629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -466639.875000 Penalty: 4030.606445
	Iteration 63Q: 3 clusters Score -466639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -466650.156250 Penalty: 4030.606445
	Iteration 64Q: 3 clusters Score -466650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -466664.125000 Penalty: 4030.606445
	Iteration 65Q: 3 clusters Score -466664.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -466676.687500 Penalty: 4030.606445
	Iteration 66Q: 3 clusters Score -466676.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -466690.312500 Penalty: 4030.606445
	Iteration 67Q: 3 clusters Score -466690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -466702.312500 Penalty: 4030.606445
	Iteration 68Q: 3 clusters Score -466702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -466713.593750 Penalty: 4030.606445
	Iteration 69Q: 3 clusters Score -466713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -466727.781250 Penalty: 4030.606445
	Iteration 70Q: 3 clusters Score -466727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -466743.687500 Penalty: 4030.606445
	Iteration 71Q: 3 clusters Score -466743.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -466757.625000 Penalty: 4030.606445
	Iteration 72Q: 3 clusters Score -466757.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -466777.281250 Penalty: 4030.606445
	Iteration 73Q: 3 clusters Score -466777.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -466790.625000 Penalty: 4030.606445
	Iteration 74Q: 3 clusters Score -466790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -466797.031250 Penalty: 4030.606445
	Iteration 75Q: 3 clusters Score -466797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -466803.218750 Penalty: 4030.606445
	Iteration 76Q: 3 clusters Score -466803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -466809.281250 Penalty: 4030.606445
	Iteration 77Q: 3 clusters Score -466809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -466814.125000 Penalty: 4030.606445
	Iteration 78Q: 3 clusters Score -466814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -466817.468750 Penalty: 4030.606445
	Iteration 79Q: 3 clusters Score -466817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -466820.937500 Penalty: 4030.606445
	Iteration 80F: 3 clusters Score -466820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -466824.000000 Penalty: 4030.606445
	Iteration 81Q: 3 clusters Score -466824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -466828.562500 Penalty: 4030.606445
	Iteration 82Q: 3 clusters Score -466828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -466834.531250 Penalty: 4030.606445
	Iteration 83Q: 3 clusters Score -466834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -466835.625000 Penalty: 4030.606445
	Iteration 84Q: 3 clusters Score -466835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -466837.093750 Penalty: 4030.606445
	Iteration 85Q: 3 clusters Score -466837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -466838.750000 Penalty: 4030.606445
	Iteration 86Q: 3 clusters Score -466838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -466840.406250 Penalty: 4030.606445
	Iteration 87Q: 3 clusters Score -466840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -466841.000000 Penalty: 4030.606445
	Iteration 88Q: 3 clusters Score -466841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -466843.937500 Penalty: 4030.606445
	Iteration 89Q: 3 clusters Score -466843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -466846.312500 Penalty: 4030.606445
	Iteration 90Q: 3 clusters Score -466846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -466846.312500 Penalty: 4030.606445
	Iteration 91F: 3 clusters Score -466846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -41716.531250 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -41716.53 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 184 members 
Entering Unmasked Estep 
Score: -40527.835938 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -40527.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -41418.390625 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -41418.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -42272.281250 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -42272.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -42565.089844 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -42565.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -42622.582031 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -42622.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -42622.582031 Penalty: 2942.393555
	Iteration 5F: 3 clusters Score -42622.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180456 members 
Mstep: Class 5 contains 204953 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 67990 members 
Mstep: Class 11 contains 46849 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 10052 members 
Mstep: Class 14 contains 183360 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 49784 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 49 members 
Entering Unmasked Estep 
Score: -126425776.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126426808.000000 to -126425776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (49784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Entering Unmasked Estep 
Score: -6787888.500000 Penalty: 2682.231201
	Iteration 0F: 2 clusters Score -6787888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6754358.000000 Penalty: 5364.462402
	Iteration 0F: 3 clusters Score -6754358 nChanged 22946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -6767053.000000 Penalty: 5364.462402
	Iteration 1F: 3 clusters Score -6767053 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6767524.000000 Penalty: 5364.462402
	Iteration 2Q: 3 clusters Score -6767524 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6767933.500000 Penalty: 5364.462402
	Iteration 3Q: 3 clusters Score -6767934 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -6768332.000000 Penalty: 5364.462402
	Iteration 4Q: 3 clusters Score -6768332 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6768759.500000 Penalty: 5364.462402
	Iteration 5Q: 3 clusters Score -6768760 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -6769262.000000 Penalty: 5364.462402
	Iteration 6Q: 3 clusters Score -6769262 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -6769910.500000 Penalty: 5364.462402
	Iteration 7Q: 3 clusters Score -6769910 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -6770904.000000 Penalty: 5364.462402
	Iteration 8Q: 3 clusters Score -6770904 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6772515.500000 Penalty: 5364.462402
	Iteration 9F: 3 clusters Score -6772516 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -6774941.500000 Penalty: 5364.462402
	Iteration 10F: 3 clusters Score -6774942 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -6777957.500000 Penalty: 5364.462402
	Iteration 11F: 3 clusters Score -6777958 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -6780691.000000 Penalty: 5364.462402
	Iteration 12F: 3 clusters Score -6780691 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -6782689.000000 Penalty: 5364.462402
	Iteration 13Q: 3 clusters Score -6782689 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -6783850.000000 Penalty: 5364.462402
	Iteration 14Q: 3 clusters Score -6783850 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6784567.500000 Penalty: 5364.462402
	Iteration 15Q: 3 clusters Score -6784568 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6784985.000000 Penalty: 5364.462402
	Iteration 16Q: 3 clusters Score -6784985 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -6785232.000000 Penalty: 5364.462402
	Iteration 17Q: 3 clusters Score -6785232 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -6785409.000000 Penalty: 5364.462402
	Iteration 18Q: 3 clusters Score -6785409 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -6785518.500000 Penalty: 5364.462402
	Iteration 19Q: 3 clusters Score -6785518 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -6785575.500000 Penalty: 5364.462402
	Iteration 20F: 3 clusters Score -6785576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6785649.000000 Penalty: 5364.462402
	Iteration 21Q: 3 clusters Score -6785649 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6785700.000000 Penalty: 5364.462402
	Iteration 22Q: 3 clusters Score -6785700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6785751.500000 Penalty: 5364.462402
	Iteration 23Q: 3 clusters Score -6785752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6785778.500000 Penalty: 5364.462402
	Iteration 24Q: 3 clusters Score -6785778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6785789.500000 Penalty: 5364.462402
	Iteration 25Q: 3 clusters Score -6785790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6785798.000000 Penalty: 5364.462402
	Iteration 26Q: 3 clusters Score -6785798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -6785801.500000 Penalty: 5364.462402
	Iteration 27Q: 3 clusters Score -6785802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -6785800.500000 Penalty: 5364.462402
	Iteration 28Q: 3 clusters Score -6785800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -6785813.000000 Penalty: 5364.462402
	Iteration 29Q: 3 clusters Score -6785813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -6785809.000000 Penalty: 5364.462402
	Iteration 30Q: 3 clusters Score -6785809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6785809.000000 Penalty: 5364.462402
	Iteration 31Q: 3 clusters Score -6785809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -6785802.500000 Penalty: 5364.462402
	Iteration 32Q: 3 clusters Score -6785802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -6785805.000000 Penalty: 5364.462402
	Iteration 33Q: 3 clusters Score -6785805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6785805.000000 Penalty: 5364.462402
	Iteration 34Q: 3 clusters Score -6785805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -6785807.000000 Penalty: 5364.462402
	Iteration 35Q: 3 clusters Score -6785807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6785817.500000 Penalty: 5364.462402
	Iteration 36Q: 3 clusters Score -6785818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6785817.500000 Penalty: 5364.462402
	Iteration 37Q: 3 clusters Score -6785818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6785818.000000 Penalty: 5364.462402
	Iteration 38Q: 3 clusters Score -6785818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -6785817.500000 Penalty: 5364.462402
	Iteration 39Q: 3 clusters Score -6785818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6785813.500000 Penalty: 5364.462402
	Iteration 40F: 3 clusters Score -6785814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -6785812.500000 Penalty: 5364.462402
	Iteration 41Q: 3 clusters Score -6785812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -6785811.500000 Penalty: 5364.462402
	Iteration 42Q: 3 clusters Score -6785812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6785812.500000 Penalty: 5364.462402
	Iteration 43Q: 3 clusters Score -6785812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6785815.500000 Penalty: 5364.462402
	Iteration 44Q: 3 clusters Score -6785816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6785825.000000 Penalty: 5364.462402
	Iteration 45Q: 3 clusters Score -6785825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6785818.500000 Penalty: 5364.462402
	Iteration 46Q: 3 clusters Score -6785818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6785824.500000 Penalty: 5364.462402
	Iteration 47Q: 3 clusters Score -6785824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6785826.000000 Penalty: 5364.462402
	Iteration 48Q: 3 clusters Score -6785826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -6785822.500000 Penalty: 5364.462402
	Iteration 49Q: 3 clusters Score -6785822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6785823.000000 Penalty: 5364.462402
	Iteration 50Q: 3 clusters Score -6785823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6785827.000000 Penalty: 5364.462402
	Iteration 51Q: 3 clusters Score -6785827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6785827.000000 Penalty: 5364.462402
	Iteration 52F: 3 clusters Score -6785827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -274811.781250 Penalty: 1901.223022
	Iteration 0F: 2 clusters Score -274811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -272099.500000 Penalty: 3802.446045
	Iteration 0F: 3 clusters Score -272099.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -272659.468750 Penalty: 3802.446045
	Iteration 1F: 3 clusters Score -272659.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272794.250000 Penalty: 3802.446045
	Iteration 2F: 3 clusters Score -272794.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272879.031250 Penalty: 3802.446045
	Iteration 3Q: 3 clusters Score -272879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -272941.562500 Penalty: 3802.446045
	Iteration 4Q: 3 clusters Score -272941.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -272975.031250 Penalty: 3802.446045
	Iteration 5Q: 3 clusters Score -272975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -272993.750000 Penalty: 3802.446045
	Iteration 6Q: 3 clusters Score -272993.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273012.562500 Penalty: 3802.446045
	Iteration 7Q: 3 clusters Score -273012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -273028.562500 Penalty: 3802.446045
	Iteration 8Q: 3 clusters Score -273028.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -273040.125000 Penalty: 3802.446045
	Iteration 9Q: 3 clusters Score -273040.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -273051.343750 Penalty: 3802.446045
	Iteration 10Q: 3 clusters Score -273051.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -273062.875000 Penalty: 3802.446045
	Iteration 11Q: 3 clusters Score -273062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -273071.968750 Penalty: 3802.446045
	Iteration 12Q: 3 clusters Score -273072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -273079.781250 Penalty: 3802.446045
	Iteration 13Q: 3 clusters Score -273079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -273085.218750 Penalty: 3802.446045
	Iteration 14Q: 3 clusters Score -273085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -273092.500000 Penalty: 3802.446045
	Iteration 15Q: 3 clusters Score -273092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -273100.000000 Penalty: 3802.446045
	Iteration 16Q: 3 clusters Score -273100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -273107.375000 Penalty: 3802.446045
	Iteration 17Q: 3 clusters Score -273107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -273113.625000 Penalty: 3802.446045
	Iteration 18Q: 3 clusters Score -273113.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -273118.937500 Penalty: 3802.446045
	Iteration 19Q: 3 clusters Score -273118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -273122.968750 Penalty: 3802.446045
	Iteration 20F: 3 clusters Score -273123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -273127.687500 Penalty: 3802.446045
	Iteration 21Q: 3 clusters Score -273127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -273129.312500 Penalty: 3802.446045
	Iteration 22Q: 3 clusters Score -273129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -273131.062500 Penalty: 3802.446045
	Iteration 23Q: 3 clusters Score -273131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -273131.843750 Penalty: 3802.446045
	Iteration 24Q: 3 clusters Score -273131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -273133.437500 Penalty: 3802.446045
	Iteration 25Q: 3 clusters Score -273133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273136.437500 Penalty: 3802.446045
	Iteration 26Q: 3 clusters Score -273136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -273138.656250 Penalty: 3802.446045
	Iteration 27Q: 3 clusters Score -273138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -273143.750000 Penalty: 3802.446045
	Iteration 28Q: 3 clusters Score -273143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -273148.531250 Penalty: 3802.446045
	Iteration 29Q: 3 clusters Score -273148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -273152.312500 Penalty: 3802.446045
	Iteration 30Q: 3 clusters Score -273152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -273157.750000 Penalty: 3802.446045
	Iteration 31Q: 3 clusters Score -273157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -273161.781250 Penalty: 3802.446045
	Iteration 32Q: 3 clusters Score -273161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273167.187500 Penalty: 3802.446045
	Iteration 33Q: 3 clusters Score -273167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -273171.218750 Penalty: 3802.446045
	Iteration 34Q: 3 clusters Score -273171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -273175.937500 Penalty: 3802.446045
	Iteration 35Q: 3 clusters Score -273175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -273178.125000 Penalty: 3802.446045
	Iteration 36Q: 3 clusters Score -273178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -273183.500000 Penalty: 3802.446045
	Iteration 37Q: 3 clusters Score -273183.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -273190.281250 Penalty: 3802.446045
	Iteration 38Q: 3 clusters Score -273190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -273195.562500 Penalty: 3802.446045
	Iteration 39Q: 3 clusters Score -273195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -273198.875000 Penalty: 3802.446045
	Iteration 40F: 3 clusters Score -273198.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -273205.656250 Penalty: 3802.446045
	Iteration 41Q: 3 clusters Score -273205.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -273212.937500 Penalty: 3802.446045
	Iteration 42Q: 3 clusters Score -273212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -273220.562500 Penalty: 3802.446045
	Iteration 43Q: 3 clusters Score -273220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -273226.781250 Penalty: 3802.446045
	Iteration 44Q: 3 clusters Score -273226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -273229.218750 Penalty: 3802.446045
	Iteration 45Q: 3 clusters Score -273229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -273231.843750 Penalty: 3802.446045
	Iteration 46Q: 3 clusters Score -273231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -273234.250000 Penalty: 3802.446045
	Iteration 47Q: 3 clusters Score -273234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -273235.718750 Penalty: 3802.446045
	Iteration 48Q: 3 clusters Score -273235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -273237.187500 Penalty: 3802.446045
	Iteration 49Q: 3 clusters Score -273237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -273238.593750 Penalty: 3802.446045
	Iteration 50Q: 3 clusters Score -273238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -273239.812500 Penalty: 3802.446045
	Iteration 51Q: 3 clusters Score -273239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -273240.718750 Penalty: 3802.446045
	Iteration 52Q: 3 clusters Score -273240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -273240.718750 Penalty: 3802.446045
	Iteration 53F: 3 clusters Score -273240.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -799147.937500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -799147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -793904.250000 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -793904.2 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -795249.375000 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -795249.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -795633.750000 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -795633.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -795999.250000 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -795999.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -796341.937500 Penalty: 4331.862793
	Iteration 4F: 3 clusters Score -796341.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -796666.437500 Penalty: 4331.862793
	Iteration 5F: 3 clusters Score -796666.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -796972.750000 Penalty: 4331.862793
	Iteration 6F: 3 clusters Score -796972.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -797180.625000 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -797180.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -797315.500000 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -797315.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -797396.562500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -797396.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -797441.812500 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -797441.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -797472.500000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -797472.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -797490.312500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -797490.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -797505.062500 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -797505.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -797518.687500 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -797518.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -797530.562500 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -797530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -797539.937500 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -797539.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -797545.437500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -797545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -797553.187500 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -797553.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -797559.875000 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -797559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -797565.875000 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -797565.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -797571.375000 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -797571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -797578.062500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -797578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -797582.125000 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -797582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -797585.125000 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -797585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -797586.125000 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -797586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -797587.750000 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -797587.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -797591.562500 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -797591.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -797595.875000 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -797595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -797599.562500 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -797599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -797600.437500 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -797600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -797602.250000 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -797602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -797604.562500 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -797604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -797607.250000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -797607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -797610.937500 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -797610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -797615.250000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -797615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -797618.375000 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -797618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -797618.375000 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -797618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -797620.062500 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -797620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -797620.062500 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -797620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -797621.312500 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -797621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -797621.125000 Penalty: 4331.862793
	Iteration 41Q: 3 clusters Score -797621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -797620.937500 Penalty: 4331.862793
	Iteration 42Q: 3 clusters Score -797620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -797620.125000 Penalty: 4331.862793
	Iteration 43Q: 3 clusters Score -797620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -797620.000000 Penalty: 4331.862793
	Iteration 44Q: 3 clusters Score -797620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -797619.312500 Penalty: 4331.862793
	Iteration 45Q: 3 clusters Score -797619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -797621.500000 Penalty: 4331.862793
	Iteration 46Q: 3 clusters Score -797621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -797624.187500 Penalty: 4331.862793
	Iteration 47Q: 3 clusters Score -797624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -797625.937500 Penalty: 4331.862793
	Iteration 48Q: 3 clusters Score -797625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -797627.625000 Penalty: 4331.862793
	Iteration 49Q: 3 clusters Score -797627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -797628.250000 Penalty: 4331.862793
	Iteration 50Q: 3 clusters Score -797628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -797628.437500 Penalty: 4331.862793
	Iteration 51Q: 3 clusters Score -797628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -797628.625000 Penalty: 4331.862793
	Iteration 52Q: 3 clusters Score -797628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -797629.250000 Penalty: 4331.862793
	Iteration 53Q: 3 clusters Score -797629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -797629.250000 Penalty: 4331.862793
	Iteration 54F: 3 clusters Score -797629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1405451.125000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1405451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1396552.500000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1396552 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1399238.125000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1399238 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1399609.750000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1399610 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1399897.375000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1399897 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1400153.250000 Penalty: 4654.025879
	Iteration 4Q: 3 clusters Score -1400153 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1400375.500000 Penalty: 4654.025879
	Iteration 5Q: 3 clusters Score -1400376 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1400605.375000 Penalty: 4654.025879
	Iteration 6Q: 3 clusters Score -1400605 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1400833.250000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1400833 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1401078.250000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1401078 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1401364.250000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1401364 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1401683.000000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1401683 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1401979.625000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1401980 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1402236.625000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1402237 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1402442.250000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1402442 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1402632.000000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1402632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1402785.625000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1402786 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1402908.375000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1402908 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1403010.750000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1403011 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1403085.250000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1403085 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1403146.500000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1403146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1403204.375000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1403204 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1403251.625000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1403252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1403297.000000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1403297 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1403358.500000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1403358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1403423.375000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1403423 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1403498.000000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1403498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1403574.625000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1403575 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1403659.125000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1403659 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1403743.375000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1403743 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1403797.125000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1403797 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1403850.000000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1403850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1403915.500000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1403916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1403985.000000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1403985 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1404074.000000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1404074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1404158.750000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1404159 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1404219.125000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1404219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1404262.250000 Penalty: 4654.025879
	Iteration 36Q: 3 clusters Score -1404262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1404280.750000 Penalty: 4654.025879
	Iteration 37Q: 3 clusters Score -1404281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1404293.750000 Penalty: 4654.025879
	Iteration 38Q: 3 clusters Score -1404294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1404308.250000 Penalty: 4654.025879
	Iteration 39Q: 3 clusters Score -1404308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1404322.500000 Penalty: 4654.025879
	Iteration 40F: 3 clusters Score -1404322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1404331.625000 Penalty: 4654.025879
	Iteration 41Q: 3 clusters Score -1404332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1404342.750000 Penalty: 4654.025879
	Iteration 42Q: 3 clusters Score -1404343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1404351.250000 Penalty: 4654.025879
	Iteration 43Q: 3 clusters Score -1404351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1404353.125000 Penalty: 4654.025879
	Iteration 44Q: 3 clusters Score -1404353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1404362.750000 Penalty: 4654.025879
	Iteration 45Q: 3 clusters Score -1404363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1404367.500000 Penalty: 4654.025879
	Iteration 46Q: 3 clusters Score -1404368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1404370.625000 Penalty: 4654.025879
	Iteration 47Q: 3 clusters Score -1404371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1404372.125000 Penalty: 4654.025879
	Iteration 48Q: 3 clusters Score -1404372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1404373.375000 Penalty: 4654.025879
	Iteration 49Q: 3 clusters Score -1404373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1404376.125000 Penalty: 4654.025879
	Iteration 50Q: 3 clusters Score -1404376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1404376.125000 Penalty: 4654.025879
	Iteration 51Q: 3 clusters Score -1404376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1404379.000000 Penalty: 4654.025879
	Iteration 52Q: 3 clusters Score -1404379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1404380.625000 Penalty: 4654.025879
	Iteration 53Q: 3 clusters Score -1404381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1404378.625000 Penalty: 4654.025879
	Iteration 54Q: 3 clusters Score -1404379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1404382.625000 Penalty: 4654.025879
	Iteration 55Q: 3 clusters Score -1404383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1404386.375000 Penalty: 4654.025879
	Iteration 56Q: 3 clusters Score -1404386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1404385.125000 Penalty: 4654.025879
	Iteration 57Q: 3 clusters Score -1404385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1404387.875000 Penalty: 4654.025879
	Iteration 58Q: 3 clusters Score -1404388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1404386.250000 Penalty: 4654.025879
	Iteration 59Q: 3 clusters Score -1404386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1404388.750000 Penalty: 4654.025879
	Iteration 60F: 3 clusters Score -1404389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1404389.375000 Penalty: 4654.025879
	Iteration 61Q: 3 clusters Score -1404389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1404388.375000 Penalty: 4654.025879
	Iteration 62Q: 3 clusters Score -1404388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1404387.875000 Penalty: 4654.025879
	Iteration 63Q: 3 clusters Score -1404388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1404387.875000 Penalty: 4654.025879
	Iteration 64F: 3 clusters Score -1404388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Entering Unmasked Estep 
Score: -1329883.750000 Penalty: 2291.012939
	Iteration 0F: 2 clusters Score -1329884 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 5160 members 
Entering Unmasked Estep 
Score: -1322027.875000 Penalty: 4582.025879
	Iteration 0F: 3 clusters Score -1322028 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1324431.875000 Penalty: 4582.025879
	Iteration 1F: 3 clusters Score -1324432 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1324931.125000 Penalty: 4582.025879
	Iteration 2F: 3 clusters Score -1324931 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1325450.500000 Penalty: 4582.025879
	Iteration 3F: 3 clusters Score -1325450 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1325950.625000 Penalty: 4582.025879
	Iteration 4F: 3 clusters Score -1325951 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1326417.875000 Penalty: 4582.025879
	Iteration 5F: 3 clusters Score -1326418 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1326766.625000 Penalty: 4582.025879
	Iteration 6F: 3 clusters Score -1326767 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1327009.250000 Penalty: 4582.025879
	Iteration 7Q: 3 clusters Score -1327009 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1327219.625000 Penalty: 4582.025879
	Iteration 8Q: 3 clusters Score -1327220 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1327398.125000 Penalty: 4582.025879
	Iteration 9Q: 3 clusters Score -1327398 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1327528.625000 Penalty: 4582.025879
	Iteration 10Q: 3 clusters Score -1327529 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1327656.625000 Penalty: 4582.025879
	Iteration 11Q: 3 clusters Score -1327657 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1327747.750000 Penalty: 4582.025879
	Iteration 12Q: 3 clusters Score -1327748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1327821.750000 Penalty: 4582.025879
	Iteration 13Q: 3 clusters Score -1327822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1327864.625000 Penalty: 4582.025879
	Iteration 14Q: 3 clusters Score -1327865 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1327903.375000 Penalty: 4582.025879
	Iteration 15Q: 3 clusters Score -1327903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1327934.375000 Penalty: 4582.025879
	Iteration 16Q: 3 clusters Score -1327934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1327967.500000 Penalty: 4582.025879
	Iteration 17Q: 3 clusters Score -1327968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1327996.250000 Penalty: 4582.025879
	Iteration 18Q: 3 clusters Score -1327996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1328017.875000 Penalty: 4582.025879
	Iteration 19Q: 3 clusters Score -1328018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1328044.000000 Penalty: 4582.025879
	Iteration 20F: 3 clusters Score -1328044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1328069.125000 Penalty: 4582.025879
	Iteration 21Q: 3 clusters Score -1328069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1328087.625000 Penalty: 4582.025879
	Iteration 22Q: 3 clusters Score -1328088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1328098.375000 Penalty: 4582.025879
	Iteration 23Q: 3 clusters Score -1328098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1328107.250000 Penalty: 4582.025879
	Iteration 24Q: 3 clusters Score -1328107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1328107.000000 Penalty: 4582.025879
	Iteration 25Q: 3 clusters Score -1328107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1328115.375000 Penalty: 4582.025879
	Iteration 26Q: 3 clusters Score -1328115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1328123.500000 Penalty: 4582.025879
	Iteration 27Q: 3 clusters Score -1328124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1328125.875000 Penalty: 4582.025879
	Iteration 28Q: 3 clusters Score -1328126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1328136.125000 Penalty: 4582.025879
	Iteration 29Q: 3 clusters Score -1328136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1328144.000000 Penalty: 4582.025879
	Iteration 30Q: 3 clusters Score -1328144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1328152.750000 Penalty: 4582.025879
	Iteration 31Q: 3 clusters Score -1328153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1328156.875000 Penalty: 4582.025879
	Iteration 32Q: 3 clusters Score -1328157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1328168.000000 Penalty: 4582.025879
	Iteration 33Q: 3 clusters Score -1328168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1328180.750000 Penalty: 4582.025879
	Iteration 34Q: 3 clusters Score -1328181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1328184.750000 Penalty: 4582.025879
	Iteration 35Q: 3 clusters Score -1328185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1328188.625000 Penalty: 4582.025879
	Iteration 36Q: 3 clusters Score -1328189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1328193.250000 Penalty: 4582.025879
	Iteration 37Q: 3 clusters Score -1328193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1328201.000000 Penalty: 4582.025879
	Iteration 38Q: 3 clusters Score -1328201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1328202.875000 Penalty: 4582.025879
	Iteration 39Q: 3 clusters Score -1328203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1328209.125000 Penalty: 4582.025879
	Iteration 40F: 3 clusters Score -1328209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1328210.750000 Penalty: 4582.025879
	Iteration 41Q: 3 clusters Score -1328211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1328214.250000 Penalty: 4582.025879
	Iteration 42Q: 3 clusters Score -1328214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1328215.875000 Penalty: 4582.025879
	Iteration 43Q: 3 clusters Score -1328216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1328218.125000 Penalty: 4582.025879
	Iteration 44Q: 3 clusters Score -1328218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1328216.750000 Penalty: 4582.025879
	Iteration 45Q: 3 clusters Score -1328217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1328225.875000 Penalty: 4582.025879
	Iteration 46Q: 3 clusters Score -1328226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1328224.875000 Penalty: 4582.025879
	Iteration 47Q: 3 clusters Score -1328225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1328226.750000 Penalty: 4582.025879
	Iteration 48Q: 3 clusters Score -1328227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1328226.750000 Penalty: 4582.025879
	Iteration 49Q: 3 clusters Score -1328227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1328228.375000 Penalty: 4582.025879
	Iteration 50Q: 3 clusters Score -1328228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1328230.750000 Penalty: 4582.025879
	Iteration 51Q: 3 clusters Score -1328231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1328230.000000 Penalty: 4582.025879
	Iteration 52Q: 3 clusters Score -1328230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1328229.000000 Penalty: 4582.025879
	Iteration 53Q: 3 clusters Score -1328229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1328229.625000 Penalty: 4582.025879
	Iteration 54Q: 3 clusters Score -1328230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1328229.625000 Penalty: 4582.025879
	Iteration 55F: 3 clusters Score -1328230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45997.929688 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45997.93 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 247 members 
Entering Unmasked Estep 
Score: -44579.609375 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44579.61 nChanged 111
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: -44873.300781 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44873.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44957.781250 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -44957.78 nChanged 18
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: -44991.292969 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -44991.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45009.136719 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -45009.14 nChanged 9
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: -45027.398438 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -45027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45035.613281 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -45035.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45051.339844 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -45051.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45066.523438 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -45066.52 nChanged 1
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: -45068.835938 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -45068.84 nChanged 2
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: -45077.062500 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -45077.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45080.406250 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -45080.41 nChanged 1
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: -45086.703125 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -45086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45087.675781 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -45087.68 nChanged 1
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: -45102.500000 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -45102.5 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: -45112.105469 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -45112.11 nChanged 1
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: -45125.375000 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -45125.38 nChanged 4
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: -45140.621094 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -45140.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45157.898438 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -45157.9 nChanged 3
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: -45175.750000 Penalty: 3066.314209
	Iteration 19Q: 3 clusters Score -45175.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45210.460938 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -45210.46 nChanged 7
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: -45275.660156 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -45275.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45492.445312 Penalty: 3066.314209
	Iteration 22Q: 3 clusters Score -45492.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45555.703125 Penalty: 3066.314209
	Iteration 23Q: 3 clusters Score -45555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45680.378906 Penalty: 3066.314209
	Iteration 24Q: 3 clusters Score -45680.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45770.804688 Penalty: 3066.314209
	Iteration 25Q: 3 clusters Score -45770.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45828.531250 Penalty: 3066.314209
	Iteration 26Q: 3 clusters Score -45828.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45883.402344 Penalty: 3066.314209
	Iteration 27Q: 3 clusters Score -45883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45910.792969 Penalty: 3066.314209
	Iteration 28Q: 3 clusters Score -45910.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45946.757812 Penalty: 3066.314209
	Iteration 29Q: 3 clusters Score -45946.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45967.453125 Penalty: 3066.314209
	Iteration 30Q: 3 clusters Score -45967.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45974.960938 Penalty: 3066.314209
	Iteration 31Q: 3 clusters Score -45974.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45980.226562 Penalty: 3066.314209
	Iteration 32Q: 3 clusters Score -45980.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45980.226562 Penalty: 3066.314209
	Iteration 33F: 3 clusters Score -45980.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -25921.734375 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -25921.73 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 116 members 
Entering Unmasked Estep 
Score: -24740.367188 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -24740.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24877.128906 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -24877.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25082.050781 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -25082.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25112.525391 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -25112.53 nChanged 3
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: -25135.535156 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -25135.54 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: -25148.888672 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -25148.89 nChanged 0
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: -25148.888672 Penalty: 2703.715088
	Iteration 6F: 3 clusters Score -25148.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -65169.945312 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -65169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63652.753906 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -63652.75 nChanged 138
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: -64089.476562 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -64089.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64531.468750 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -64531.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64696.390625 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -64696.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64868.203125 Penalty: 3155.206055
	Iteration 4F: 3 clusters Score -64868.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65109.457031 Penalty: 3155.206055
	Iteration 5F: 3 clusters Score -65109.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65243.328125 Penalty: 3155.206055
	Iteration 6F: 3 clusters Score -65243.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65326.863281 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -65326.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65403.441406 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -65403.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65460.457031 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -65460.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65496.847656 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -65496.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65515.070312 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -65515.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65518.140625 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -65518.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65521.644531 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -65521.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65528.156250 Penalty: 3155.206055
	Iteration 14Q: 3 clusters Score -65528.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65538.976562 Penalty: 3155.206055
	Iteration 15Q: 3 clusters Score -65538.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65547.609375 Penalty: 3155.206055
	Iteration 16Q: 3 clusters Score -65547.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65560.710938 Penalty: 3155.206055
	Iteration 17Q: 3 clusters Score -65560.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65565.812500 Penalty: 3155.206055
	Iteration 18Q: 3 clusters Score -65565.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65565.812500 Penalty: 3155.206055
	Iteration 19F: 3 clusters Score -65565.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180456 members 
Mstep: Class 5 contains 204953 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 67990 members 
Mstep: Class 11 contains 46849 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 10052 members 
Mstep: Class 14 contains 183360 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49784 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 109 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 470 members 
Entering Unmasked Estep 
Score: -126425168.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126426808.000000 to -126425168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -50058.386719 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -50058.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48583.648438 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -48583.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48812.945312 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -48812.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49002.101562 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -49002.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49152.976562 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -49152.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49235.152344 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -49235.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49295.035156 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -49295.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49349.246094 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -49349.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49429.687500 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -49429.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49517.554688 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -49517.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49566.121094 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -49566.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49643.082031 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -49643.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49723.460938 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -49723.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49778.371094 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -49778.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49793.187500 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -49793.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49806.371094 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -49806.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49816.386719 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -49816.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49846.605469 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -49846.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49887.511719 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -49887.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49992.960938 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -49992.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50074.792969 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -50074.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50132.851562 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -50132.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50159.082031 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -50159.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50184.304688 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -50184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50211.496094 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -50211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50271.808594 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -50271.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50278.761719 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -50278.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50294.984375 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -50294.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50300.121094 Penalty: 3051.755371
	Iteration 27F: 3 clusters Score -50300.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50326.421875 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -50326.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50369.808594 Penalty: 3051.755371
	Iteration 29Q: 3 clusters Score -50369.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50385.617188 Penalty: 3051.755371
	Iteration 30Q: 3 clusters Score -50385.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50394.906250 Penalty: 3051.755371
	Iteration 31Q: 3 clusters Score -50394.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50407.789062 Penalty: 3051.755371
	Iteration 32Q: 3 clusters Score -50407.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50428.355469 Penalty: 3051.755371
	Iteration 33Q: 3 clusters Score -50428.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50429.199219 Penalty: 3051.755371
	Iteration 34F: 3 clusters Score -50429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50439.722656 Penalty: 3051.755371
	Iteration 35Q: 3 clusters Score -50439.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50439.722656 Penalty: 3051.755371
	Iteration 36F: 3 clusters Score -50439.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180456 members 
Mstep: Class 5 contains 204953 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 67990 members 
Mstep: Class 11 contains 46849 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 10052 members 
Mstep: Class 14 contains 183360 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49784 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 241 members 
Entering Unmasked Estep 
Score: -126425328.000000 Penalty: 95627.414062
Splitting cluster 26 changes total score from -126426808.000000 to -126425328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -16939.230469 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -16939.23 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 81 members 
Entering Unmasked Estep 
Score: -15881.031250 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -15881.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15957.570312 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -15957.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180456 members 
Mstep: Class 5 contains 204953 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 67990 members 
Mstep: Class 11 contains 46849 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 10052 members 
Mstep: Class 14 contains 183360 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49784 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426752.000000 Penalty: 92212.148438
Iteration 159Q: 28 clusters Score -1.264268e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180456 members 
Mstep: Class 5 contains 204937 members 
Mstep: Class 6 contains 72263 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 67975 members 
Mstep: Class 11 contains 46862 members 
Mstep: Class 12 contains 24823 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 183367 members 
Mstep: Class 15 contains 32526 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49795 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426776.000000 Penalty: 92212.148438
Iteration 160F: 28 clusters Score -1.264268e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180419 members 
Mstep: Class 5 contains 204966 members 
Mstep: Class 6 contains 72256 members 
Mstep: Class 7 contains 13275 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 67957 members 
Mstep: Class 11 contains 46879 members 
Mstep: Class 12 contains 24840 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 183368 members 
Mstep: Class 15 contains 32519 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49808 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426840.000000 Penalty: 92212.148438
Iteration 161Q: 28 clusters Score -1.264268e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180389 members 
Mstep: Class 5 contains 204963 members 
Mstep: Class 6 contains 72255 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 67937 members 
Mstep: Class 11 contains 46889 members 
Mstep: Class 12 contains 24850 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 183378 members 
Mstep: Class 15 contains 32521 members 
Mstep: Class 16 contains 3366 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49827 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 6215 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426760.000000 Penalty: 92212.148438
Iteration 162Q: 28 clusters Score -1.264268e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 180359 members 
Mstep: Class 5 contains 204957 members 
Mstep: Class 6 contains 72249 members 
Mstep: Class 7 contains 13274 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 67932 members 
Mstep: Class 11 contains 46904 members 
Mstep: Class 12 contains 24855 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 183408 members 
Mstep: Class 15 contains 32518 members 
Mstep: Class 16 contains 3355 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49840 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426784.000000 Penalty: 92212.148438
Iteration 163Q: 28 clusters Score -1.264268e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3667 members 
Mstep: Class 4 contains 180348 members 
Mstep: Class 5 contains 204952 members 
Mstep: Class 6 contains 72248 members 
Mstep: Class 7 contains 13268 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 67931 members 
Mstep: Class 11 contains 46913 members 
Mstep: Class 12 contains 24868 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 183416 members 
Mstep: Class 15 contains 32516 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49855 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 10282 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426952.000000 Penalty: 92212.148438
Iteration 164Q: 28 clusters Score -1.26427e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3666 members 
Mstep: Class 4 contains 180333 members 
Mstep: Class 5 contains 204978 members 
Mstep: Class 6 contains 72236 members 
Mstep: Class 7 contains 13266 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67932 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 24878 members 
Mstep: Class 13 contains 10057 members 
Mstep: Class 14 contains 183403 members 
Mstep: Class 15 contains 32514 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49868 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 10283 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426928.000000 Penalty: 92212.148438
Iteration 165Q: 28 clusters Score -1.264269e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 180325 members 
Mstep: Class 5 contains 204980 members 
Mstep: Class 6 contains 72233 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67938 members 
Mstep: Class 11 contains 46929 members 
Mstep: Class 12 contains 24898 members 
Mstep: Class 13 contains 10061 members 
Mstep: Class 14 contains 183405 members 
Mstep: Class 15 contains 32501 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49876 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11882 members 
Mstep: Class 22 contains 10282 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426976.000000 Penalty: 92212.148438
Iteration 166Q: 28 clusters Score -1.26427e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 180313 members 
Mstep: Class 5 contains 204994 members 
Mstep: Class 6 contains 72231 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67943 members 
Mstep: Class 11 contains 46935 members 
Mstep: Class 12 contains 24911 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 183406 members 
Mstep: Class 15 contains 32493 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49886 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426904.000000 Penalty: 92212.148438
Iteration 167Q: 28 clusters Score -1.264269e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 180292 members 
Mstep: Class 5 contains 205006 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67941 members 
Mstep: Class 11 contains 46943 members 
Mstep: Class 12 contains 24919 members 
Mstep: Class 13 contains 10061 members 
Mstep: Class 14 contains 183413 members 
Mstep: Class 15 contains 32489 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49897 members 
Mstep: Class 19 contains 2123 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426992.000000 Penalty: 92212.148438
Iteration 168Q: 28 clusters Score -1.26427e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 180263 members 
Mstep: Class 5 contains 205022 members 
Mstep: Class 6 contains 72232 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67937 members 
Mstep: Class 11 contains 46952 members 
Mstep: Class 12 contains 24931 members 
Mstep: Class 13 contains 10060 members 
Mstep: Class 14 contains 183409 members 
Mstep: Class 15 contains 32484 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49914 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427072.000000 Penalty: 92212.148438
Iteration 169Q: 28 clusters Score -1.264271e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 180227 members 
Mstep: Class 5 contains 205040 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 67933 members 
Mstep: Class 11 contains 46961 members 
Mstep: Class 12 contains 24943 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 183430 members 
Mstep: Class 15 contains 32474 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49927 members 
Mstep: Class 19 contains 2115 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426952.000000 Penalty: 92212.148438
Iteration 170Q: 28 clusters Score -1.26427e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 180206 members 
Mstep: Class 5 contains 205032 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 67936 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 24950 members 
Mstep: Class 13 contains 10063 members 
Mstep: Class 14 contains 183454 members 
Mstep: Class 15 contains 32470 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49937 members 
Mstep: Class 19 contains 2112 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427000.000000 Penalty: 92212.148438
Iteration 171Q: 28 clusters Score -1.26427e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 180204 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67928 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 24958 members 
Mstep: Class 13 contains 10064 members 
Mstep: Class 14 contains 183443 members 
Mstep: Class 15 contains 32466 members 
Mstep: Class 16 contains 3202 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427064.000000 Penalty: 92212.148438
Iteration 172Q: 28 clusters Score -1.264271e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 180198 members 
Mstep: Class 5 contains 205064 members 
Mstep: Class 6 contains 72225 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67916 members 
Mstep: Class 11 contains 46988 members 
Mstep: Class 12 contains 24965 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 183457 members 
Mstep: Class 15 contains 32462 members 
Mstep: Class 16 contains 3190 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49944 members 
Mstep: Class 19 contains 2107 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427032.000000 Penalty: 92212.148438
Iteration 173Q: 28 clusters Score -1.26427e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 180223 members 
Mstep: Class 5 contains 205066 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67901 members 
Mstep: Class 11 contains 46997 members 
Mstep: Class 12 contains 24973 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183441 members 
Mstep: Class 15 contains 32464 members 
Mstep: Class 16 contains 3180 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49944 members 
Mstep: Class 19 contains 2107 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427088.000000 Penalty: 92212.148438
Iteration 174Q: 28 clusters Score -1.264271e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 180228 members 
Mstep: Class 5 contains 205063 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67891 members 
Mstep: Class 11 contains 47008 members 
Mstep: Class 12 contains 24976 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183439 members 
Mstep: Class 15 contains 32459 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49948 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427040.000000 Penalty: 92212.148438
Iteration 175Q: 28 clusters Score -1.26427e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 180239 members 
Mstep: Class 5 contains 205067 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67895 members 
Mstep: Class 11 contains 47018 members 
Mstep: Class 12 contains 24979 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183429 members 
Mstep: Class 15 contains 32452 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49952 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427032.000000 Penalty: 92212.148438
Iteration 176Q: 28 clusters Score -1.26427e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 180260 members 
Mstep: Class 5 contains 205058 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67895 members 
Mstep: Class 11 contains 47017 members 
Mstep: Class 12 contains 24990 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 183419 members 
Mstep: Class 15 contains 32453 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49956 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11880 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426984.000000 Penalty: 92212.148438
Iteration 177Q: 28 clusters Score -1.26427e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 180293 members 
Mstep: Class 5 contains 205041 members 
Mstep: Class 6 contains 72233 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67898 members 
Mstep: Class 11 contains 47019 members 
Mstep: Class 12 contains 24990 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 183402 members 
Mstep: Class 15 contains 32457 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49960 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11879 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427112.000000 Penalty: 92212.148438
Iteration 178Q: 28 clusters Score -1.264271e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 180315 members 
Mstep: Class 5 contains 205031 members 
Mstep: Class 6 contains 72232 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67902 members 
Mstep: Class 11 contains 47024 members 
Mstep: Class 12 contains 24991 members 
Mstep: Class 13 contains 10064 members 
Mstep: Class 14 contains 183388 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 2102 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11879 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427168.000000 Penalty: 92212.148438
Iteration 179Q: 28 clusters Score -1.264272e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 180319 members 
Mstep: Class 5 contains 205030 members 
Mstep: Class 6 contains 72233 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67900 members 
Mstep: Class 11 contains 47029 members 
Mstep: Class 12 contains 24997 members 
Mstep: Class 13 contains 10063 members 
Mstep: Class 14 contains 183383 members 
Mstep: Class 15 contains 32461 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49966 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11879 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427200.000000 Penalty: 92212.148438
Iteration 180F: 28 clusters Score -1.264272e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 180323 members 
Mstep: Class 5 contains 205035 members 
Mstep: Class 6 contains 72225 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67905 members 
Mstep: Class 11 contains 47035 members 
Mstep: Class 12 contains 25002 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 183383 members 
Mstep: Class 15 contains 32455 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49968 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 181Q: 28 clusters Score -1.264273e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 180325 members 
Mstep: Class 5 contains 205041 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67908 members 
Mstep: Class 11 contains 47040 members 
Mstep: Class 12 contains 25007 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 183385 members 
Mstep: Class 15 contains 32447 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49967 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427248.000000 Penalty: 92212.148438
Iteration 182Q: 28 clusters Score -1.264272e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 180326 members 
Mstep: Class 5 contains 205051 members 
Mstep: Class 6 contains 72213 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67901 members 
Mstep: Class 11 contains 47044 members 
Mstep: Class 12 contains 25008 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 183386 members 
Mstep: Class 15 contains 32441 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49972 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 92212.148438
Iteration 183Q: 28 clusters Score -1.264273e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 180337 members 
Mstep: Class 5 contains 205038 members 
Mstep: Class 6 contains 72211 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 67899 members 
Mstep: Class 11 contains 47043 members 
Mstep: Class 12 contains 25009 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183398 members 
Mstep: Class 15 contains 32439 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49974 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 92212.148438
Iteration 184Q: 28 clusters Score -1.264273e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 180334 members 
Mstep: Class 5 contains 205037 members 
Mstep: Class 6 contains 72215 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67899 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 25014 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183399 members 
Mstep: Class 15 contains 32439 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49976 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 185Q: 28 clusters Score -1.264273e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 180335 members 
Mstep: Class 5 contains 205035 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67899 members 
Mstep: Class 11 contains 47043 members 
Mstep: Class 12 contains 25015 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183394 members 
Mstep: Class 15 contains 32443 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49978 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427408.000000 Penalty: 92212.148438
Iteration 186Q: 28 clusters Score -1.264274e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 180335 members 
Mstep: Class 5 contains 205026 members 
Mstep: Class 6 contains 72222 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67903 members 
Mstep: Class 11 contains 47048 members 
Mstep: Class 12 contains 25018 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183396 members 
Mstep: Class 15 contains 32442 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49979 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427464.000000 Penalty: 92212.148438
Iteration 187Q: 28 clusters Score -1.264275e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180327 members 
Mstep: Class 5 contains 205040 members 
Mstep: Class 6 contains 72220 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67904 members 
Mstep: Class 11 contains 47052 members 
Mstep: Class 12 contains 25021 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183390 members 
Mstep: Class 15 contains 32441 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49984 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6217 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427424.000000 Penalty: 92212.148438
Iteration 188Q: 28 clusters Score -1.264274e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180330 members 
Mstep: Class 5 contains 205039 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67902 members 
Mstep: Class 11 contains 47059 members 
Mstep: Class 12 contains 25022 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183384 members 
Mstep: Class 15 contains 32444 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49987 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427424.000000 Penalty: 92212.148438
Iteration 189Q: 28 clusters Score -1.264274e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180345 members 
Mstep: Class 5 contains 205035 members 
Mstep: Class 6 contains 72222 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67900 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 25024 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 183377 members 
Mstep: Class 15 contains 32446 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49990 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 92212.148438
Iteration 190Q: 28 clusters Score -1.264274e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180357 members 
Mstep: Class 5 contains 205028 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67896 members 
Mstep: Class 11 contains 47065 members 
Mstep: Class 12 contains 25026 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183378 members 
Mstep: Class 15 contains 32445 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49991 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427440.000000 Penalty: 92212.148438
Iteration 191Q: 28 clusters Score -1.264274e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180378 members 
Mstep: Class 5 contains 205023 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 67892 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183367 members 
Mstep: Class 15 contains 32440 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49996 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427344.000000 Penalty: 92212.148438
Iteration 192Q: 28 clusters Score -1.264273e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180381 members 
Mstep: Class 5 contains 205034 members 
Mstep: Class 6 contains 72220 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67892 members 
Mstep: Class 11 contains 47080 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183353 members 
Mstep: Class 15 contains 32439 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49997 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 193Q: 28 clusters Score -1.264273e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 180381 members 
Mstep: Class 5 contains 205047 members 
Mstep: Class 6 contains 72224 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67888 members 
Mstep: Class 11 contains 47080 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183345 members 
Mstep: Class 15 contains 32438 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 49999 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427384.000000 Penalty: 92212.148438
Iteration 194Q: 28 clusters Score -1.264274e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3659 members 
Mstep: Class 4 contains 180390 members 
Mstep: Class 5 contains 205051 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67882 members 
Mstep: Class 11 contains 47081 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183340 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50000 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 195Q: 28 clusters Score -1.264273e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180403 members 
Mstep: Class 5 contains 205046 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67879 members 
Mstep: Class 11 contains 47084 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183340 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2979 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50000 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 196Q: 28 clusters Score -1.264273e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180403 members 
Mstep: Class 5 contains 205058 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67874 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183338 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 2977 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50002 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 197Q: 28 clusters Score -1.264273e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180412 members 
Mstep: Class 5 contains 205062 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67870 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 25027 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183335 members 
Mstep: Class 15 contains 32435 members 
Mstep: Class 16 contains 2975 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50003 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427296.000000 Penalty: 92212.148438
Iteration 198Q: 28 clusters Score -1.264273e+08 nChanged 88
Entering ConstructFrom: 
Score: -126427296.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (27175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Entering Unmasked Estep 
Score: -3555741.250000 Penalty: 2532.093018
	Iteration 0F: 2 clusters Score -3555741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3536945.500000 Penalty: 5064.186035
	Iteration 0F: 3 clusters Score -3536946 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3543711.000000 Penalty: 5064.186035
	Iteration 1F: 3 clusters Score -3543711 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3544285.500000 Penalty: 5064.186035
	Iteration 2F: 3 clusters Score -3544286 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3544999.250000 Penalty: 5064.186035
	Iteration 3F: 3 clusters Score -3544999 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3546065.500000 Penalty: 5064.186035
	Iteration 4F: 3 clusters Score -3546066 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3547450.750000 Penalty: 5064.186035
	Iteration 5F: 3 clusters Score -3547451 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3549038.000000 Penalty: 5064.186035
	Iteration 6F: 3 clusters Score -3549038 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3550442.000000 Penalty: 5064.186035
	Iteration 7F: 3 clusters Score -3550442 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3551550.500000 Penalty: 5064.186035
	Iteration 8F: 3 clusters Score -3551550 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3552441.250000 Penalty: 5064.186035
	Iteration 9Q: 3 clusters Score -3552441 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3553043.000000 Penalty: 5064.186035
	Iteration 10Q: 3 clusters Score -3553043 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3553489.500000 Penalty: 5064.186035
	Iteration 11Q: 3 clusters Score -3553490 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3553768.250000 Penalty: 5064.186035
	Iteration 12Q: 3 clusters Score -3553768 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3553915.750000 Penalty: 5064.186035
	Iteration 13Q: 3 clusters Score -3553916 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3554009.000000 Penalty: 5064.186035
	Iteration 14Q: 3 clusters Score -3554009 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3554069.250000 Penalty: 5064.186035
	Iteration 15Q: 3 clusters Score -3554069 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3554118.500000 Penalty: 5064.186035
	Iteration 16Q: 3 clusters Score -3554118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3554167.000000 Penalty: 5064.186035
	Iteration 17Q: 3 clusters Score -3554167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3554197.750000 Penalty: 5064.186035
	Iteration 18Q: 3 clusters Score -3554198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3554218.250000 Penalty: 5064.186035
	Iteration 19Q: 3 clusters Score -3554218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3554242.500000 Penalty: 5064.186035
	Iteration 20F: 3 clusters Score -3554242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3554257.750000 Penalty: 5064.186035
	Iteration 21Q: 3 clusters Score -3554258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3554259.750000 Penalty: 5064.186035
	Iteration 22Q: 3 clusters Score -3554260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3554264.500000 Penalty: 5064.186035
	Iteration 23Q: 3 clusters Score -3554264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3554274.500000 Penalty: 5064.186035
	Iteration 24Q: 3 clusters Score -3554274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3554280.250000 Penalty: 5064.186035
	Iteration 25Q: 3 clusters Score -3554280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3554293.750000 Penalty: 5064.186035
	Iteration 26Q: 3 clusters Score -3554294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3554301.000000 Penalty: 5064.186035
	Iteration 27Q: 3 clusters Score -3554301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3554305.000000 Penalty: 5064.186035
	Iteration 28Q: 3 clusters Score -3554305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3554307.500000 Penalty: 5064.186035
	Iteration 29Q: 3 clusters Score -3554308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3554318.000000 Penalty: 5064.186035
	Iteration 30Q: 3 clusters Score -3554318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3554319.750000 Penalty: 5064.186035
	Iteration 31Q: 3 clusters Score -3554320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3554328.500000 Penalty: 5064.186035
	Iteration 32Q: 3 clusters Score -3554328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3554331.250000 Penalty: 5064.186035
	Iteration 33Q: 3 clusters Score -3554331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3554341.000000 Penalty: 5064.186035
	Iteration 34Q: 3 clusters Score -3554341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3554346.500000 Penalty: 5064.186035
	Iteration 35Q: 3 clusters Score -3554346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3554346.000000 Penalty: 5064.186035
	Iteration 36Q: 3 clusters Score -3554346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3554348.750000 Penalty: 5064.186035
	Iteration 37Q: 3 clusters Score -3554349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3554347.500000 Penalty: 5064.186035
	Iteration 38Q: 3 clusters Score -3554348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3554351.000000 Penalty: 5064.186035
	Iteration 39Q: 3 clusters Score -3554351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3554346.750000 Penalty: 5064.186035
	Iteration 40F: 3 clusters Score -3554347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3554349.750000 Penalty: 5064.186035
	Iteration 41Q: 3 clusters Score -3554350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3554350.000000 Penalty: 5064.186035
	Iteration 42Q: 3 clusters Score -3554350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3554349.500000 Penalty: 5064.186035
	Iteration 43Q: 3 clusters Score -3554350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3554354.000000 Penalty: 5064.186035
	Iteration 44Q: 3 clusters Score -3554354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3554352.000000 Penalty: 5064.186035
	Iteration 45Q: 3 clusters Score -3554352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3554353.000000 Penalty: 5064.186035
	Iteration 46Q: 3 clusters Score -3554353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3554353.000000 Penalty: 5064.186035
	Iteration 47F: 3 clusters Score -3554353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -50270.632812 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -50270.63 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 201 members 
Entering Unmasked Estep 
Score: -48834.781250 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48834.78 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48965.050781 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48965.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48997.269531 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -48997.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49010.402344 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -49010.4 nChanged 2
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: -49013.820312 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -49013.82 nChanged 1
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: -49017.246094 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -49017.25 nChanged 0
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: -49017.246094 Penalty: 2965.527344
	Iteration 6F: 3 clusters Score -49017.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -490561.531250 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -490561.5 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 1862 members 
Entering Unmasked Estep 
Score: -486831.062500 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -486831.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -487667.187500 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -487667.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -487794.312500 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -487794.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -487872.843750 Penalty: 4069.517334
	Iteration 3Q: 3 clusters Score -487872.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -487950.375000 Penalty: 4069.517334
	Iteration 4Q: 3 clusters Score -487950.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -487998.437500 Penalty: 4069.517334
	Iteration 5Q: 3 clusters Score -487998.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -488028.250000 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -488028.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -488048.781250 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -488048.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -488061.468750 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -488061.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -488073.781250 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -488073.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -488080.125000 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -488080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -488085.781250 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -488085.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -488090.531250 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -488090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -488094.687500 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -488094.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -488099.531250 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -488099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -488103.406250 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -488103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -488107.406250 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -488107.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -488109.093750 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -488109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -488114.031250 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -488114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -488115.968750 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -488116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488118.687500 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -488118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -488121.875000 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -488121.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -488125.500000 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -488125.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -488128.031250 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -488128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -488128.156250 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -488128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -488129.656250 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -488129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488130.218750 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -488130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488130.625000 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -488130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -488132.812500 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -488132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -488133.187500 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -488133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -488133.812500 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -488133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -488134.062500 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -488134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -488135.187500 Penalty: 4069.517334
	Iteration 32Q: 3 clusters Score -488135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488137.031250 Penalty: 4069.517334
	Iteration 33Q: 3 clusters Score -488137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -488137.937500 Penalty: 4069.517334
	Iteration 34Q: 3 clusters Score -488137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -488137.750000 Penalty: 4069.517334
	Iteration 35Q: 3 clusters Score -488137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -488138.031250 Penalty: 4069.517334
	Iteration 36Q: 3 clusters Score -488138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -488138.625000 Penalty: 4069.517334
	Iteration 37Q: 3 clusters Score -488138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -488139.031250 Penalty: 4069.517334
	Iteration 38Q: 3 clusters Score -488139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -488140.593750 Penalty: 4069.517334
	Iteration 39Q: 3 clusters Score -488140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -488139.937500 Penalty: 4069.517334
	Iteration 40F: 3 clusters Score -488139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180410 members 
Entering Unmasked Estep 
Score: -24426408.000000 Penalty: 3001.540771
	Iteration 0F: 2 clusters Score -2.442641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -24311932.000000 Penalty: 6003.081543
	Iteration 0F: 3 clusters Score -2.431193e+07 nChanged 86452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -24363538.000000 Penalty: 6003.081543
	Iteration 1F: 3 clusters Score -2.436354e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -24366562.000000 Penalty: 6003.081543
	Iteration 2Q: 3 clusters Score -2.436656e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -24371156.000000 Penalty: 6003.081543
	Iteration 3F: 3 clusters Score -2.437116e+07 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -24378748.000000 Penalty: 6003.081543
	Iteration 4F: 3 clusters Score -2.437875e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -24390058.000000 Penalty: 6003.081543
	Iteration 5F: 3 clusters Score -2.439006e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -24403764.000000 Penalty: 6003.081543
	Iteration 6F: 3 clusters Score -2.440376e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -24415040.000000 Penalty: 6003.081543
	Iteration 7F: 3 clusters Score -2.441504e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -24420420.000000 Penalty: 6003.081543
	Iteration 8Q: 3 clusters Score -2.442042e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 154309 members 
Entering Unmasked Estep 
Score: -24422430.000000 Penalty: 6003.081543
	Iteration 9Q: 3 clusters Score -2.442243e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -24423394.000000 Penalty: 6003.081543
	Iteration 10Q: 3 clusters Score -2.442339e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 159132 members 
Entering Unmasked Estep 
Score: -24424042.000000 Penalty: 6003.081543
	Iteration 11Q: 3 clusters Score -2.442404e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 161514 members 
Entering Unmasked Estep 
Score: -24424590.000000 Penalty: 6003.081543
	Iteration 12Q: 3 clusters Score -2.442459e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -24424884.000000 Penalty: 6003.081543
	Iteration 13Q: 3 clusters Score -2.442488e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -24425234.000000 Penalty: 6003.081543
	Iteration 14Q: 3 clusters Score -2.442523e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -24425420.000000 Penalty: 6003.081543
	Iteration 15Q: 3 clusters Score -2.442542e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -24425458.000000 Penalty: 6003.081543
	Iteration 16Q: 3 clusters Score -2.442546e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -24425562.000000 Penalty: 6003.081543
	Iteration 17Q: 3 clusters Score -2.442556e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -24425380.000000 Penalty: 6003.081543
	Iteration 18Q: 3 clusters Score -2.442538e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -24425408.000000 Penalty: 6003.081543
	Iteration 19Q: 3 clusters Score -2.442541e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 176346 members 
Entering Unmasked Estep 
Score: -24425272.000000 Penalty: 6003.081543
	Iteration 20F: 3 clusters Score -2.442527e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 177152 members 
Entering Unmasked Estep 
Score: -24425048.000000 Penalty: 6003.081543
	Iteration 21Q: 3 clusters Score -2.442505e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -24424970.000000 Penalty: 6003.081543
	Iteration 22Q: 3 clusters Score -2.442497e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -24424954.000000 Penalty: 6003.081543
	Iteration 23Q: 3 clusters Score -2.442495e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -24424892.000000 Penalty: 6003.081543
	Iteration 24Q: 3 clusters Score -2.442489e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 178740 members 
Entering Unmasked Estep 
Score: -24424858.000000 Penalty: 6003.081543
	Iteration 25Q: 3 clusters Score -2.442486e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 178894 members 
Entering Unmasked Estep 
Score: -24424792.000000 Penalty: 6003.081543
	Iteration 26Q: 3 clusters Score -2.442479e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 179015 members 
Entering Unmasked Estep 
Score: -24424732.000000 Penalty: 6003.081543
	Iteration 27Q: 3 clusters Score -2.442473e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -24424752.000000 Penalty: 6003.081543
	Iteration 28Q: 3 clusters Score -2.442475e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 179174 members 
Entering Unmasked Estep 
Score: -24424744.000000 Penalty: 6003.081543
	Iteration 29Q: 3 clusters Score -2.442474e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 179217 members 
Entering Unmasked Estep 
Score: -24424690.000000 Penalty: 6003.081543
	Iteration 30Q: 3 clusters Score -2.442469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 179248 members 
Entering Unmasked Estep 
Score: -24424712.000000 Penalty: 6003.081543
	Iteration 31Q: 3 clusters Score -2.442471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 179274 members 
Entering Unmasked Estep 
Score: -24424744.000000 Penalty: 6003.081543
	Iteration 32Q: 3 clusters Score -2.442474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -24424730.000000 Penalty: 6003.081543
	Iteration 33Q: 3 clusters Score -2.442473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -24424724.000000 Penalty: 6003.081543
	Iteration 34Q: 3 clusters Score -2.442472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 179333 members 
Entering Unmasked Estep 
Score: -24424706.000000 Penalty: 6003.081543
	Iteration 35Q: 3 clusters Score -2.442471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 179354 members 
Entering Unmasked Estep 
Score: -24424682.000000 Penalty: 6003.081543
	Iteration 36Q: 3 clusters Score -2.442468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 179382 members 
Entering Unmasked Estep 
Score: -24424672.000000 Penalty: 6003.081543
	Iteration 37Q: 3 clusters Score -2.442467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 179406 members 
Entering Unmasked Estep 
Score: -24424654.000000 Penalty: 6003.081543
	Iteration 38Q: 3 clusters Score -2.442465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -24424666.000000 Penalty: 6003.081543
	Iteration 39Q: 3 clusters Score -2.442467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 179441 members 
Entering Unmasked Estep 
Score: -24424662.000000 Penalty: 6003.081543
	Iteration 40F: 3 clusters Score -2.442466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 179454 members 
Entering Unmasked Estep 
Score: -24424642.000000 Penalty: 6003.081543
	Iteration 41Q: 3 clusters Score -2.442464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 179470 members 
Entering Unmasked Estep 
Score: -24424632.000000 Penalty: 6003.081543
	Iteration 42Q: 3 clusters Score -2.442463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -24424612.000000 Penalty: 6003.081543
	Iteration 43Q: 3 clusters Score -2.442461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 179501 members 
Entering Unmasked Estep 
Score: -24424584.000000 Penalty: 6003.081543
	Iteration 44Q: 3 clusters Score -2.442458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 179516 members 
Entering Unmasked Estep 
Score: -24424596.000000 Penalty: 6003.081543
	Iteration 45Q: 3 clusters Score -2.44246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 179533 members 
Entering Unmasked Estep 
Score: -24424606.000000 Penalty: 6003.081543
	Iteration 46Q: 3 clusters Score -2.442461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 179546 members 
Entering Unmasked Estep 
Score: -24424582.000000 Penalty: 6003.081543
	Iteration 47Q: 3 clusters Score -2.442458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -24424576.000000 Penalty: 6003.081543
	Iteration 48Q: 3 clusters Score -2.442458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 179561 members 
Entering Unmasked Estep 
Score: -24424568.000000 Penalty: 6003.081543
	Iteration 49Q: 3 clusters Score -2.442457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 179567 members 
Entering Unmasked Estep 
Score: -24424568.000000 Penalty: 6003.081543
	Iteration 50Q: 3 clusters Score -2.442457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179575 members 
Entering Unmasked Estep 
Score: -24424572.000000 Penalty: 6003.081543
	Iteration 51Q: 3 clusters Score -2.442457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 179583 members 
Entering Unmasked Estep 
Score: -24424558.000000 Penalty: 6003.081543
	Iteration 52Q: 3 clusters Score -2.442456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 179590 members 
Entering Unmasked Estep 
Score: -24424550.000000 Penalty: 6003.081543
	Iteration 53Q: 3 clusters Score -2.442455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 179596 members 
Entering Unmasked Estep 
Score: -24424568.000000 Penalty: 6003.081543
	Iteration 54Q: 3 clusters Score -2.442457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -24424566.000000 Penalty: 6003.081543
	Iteration 55Q: 3 clusters Score -2.442457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 179603 members 
Entering Unmasked Estep 
Score: -24424558.000000 Penalty: 6003.081543
	Iteration 56Q: 3 clusters Score -2.442456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 179605 members 
Entering Unmasked Estep 
Score: -24424566.000000 Penalty: 6003.081543
	Iteration 57Q: 3 clusters Score -2.442457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 179607 members 
Entering Unmasked Estep 
Score: -24424566.000000 Penalty: 6003.081543
	Iteration 58Q: 3 clusters Score -2.442457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 179610 members 
Entering Unmasked Estep 
Score: -24424570.000000 Penalty: 6003.081543
	Iteration 59Q: 3 clusters Score -2.442457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 179612 members 
Entering Unmasked Estep 
Score: -24424574.000000 Penalty: 6003.081543
	Iteration 60F: 3 clusters Score -2.442457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -24424564.000000 Penalty: 6003.081543
	Iteration 61Q: 3 clusters Score -2.442456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 179616 members 
Entering Unmasked Estep 
Score: -24424578.000000 Penalty: 6003.081543
	Iteration 62Q: 3 clusters Score -2.442458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 179619 members 
Entering Unmasked Estep 
Score: -24424564.000000 Penalty: 6003.081543
	Iteration 63Q: 3 clusters Score -2.442456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 179620 members 
Entering Unmasked Estep 
Score: -24424570.000000 Penalty: 6003.081543
	Iteration 64Q: 3 clusters Score -2.442457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -24424568.000000 Penalty: 6003.081543
	Iteration 65Q: 3 clusters Score -2.442457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -24424568.000000 Penalty: 6003.081543
	Iteration 66F: 3 clusters Score -2.442457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205057 members 
Entering Unmasked Estep 
Score: -27659336.000000 Penalty: 3033.298584
	Iteration 0F: 2 clusters Score -2.765934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -27531422.000000 Penalty: 6066.597168
	Iteration 0F: 3 clusters Score -2.753142e+07 nChanged 98741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -27589788.000000 Penalty: 6066.597168
	Iteration 1F: 3 clusters Score -2.758979e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 102805 members 
Entering Unmasked Estep 
Score: -27591312.000000 Penalty: 6066.597168
	Iteration 2Q: 3 clusters Score -2.759131e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -27593652.000000 Penalty: 6066.597168
	Iteration 3Q: 3 clusters Score -2.759365e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -27597738.000000 Penalty: 6066.597168
	Iteration 4Q: 3 clusters Score -2.759774e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99189 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -27604156.000000 Penalty: 6066.597168
	Iteration 5F: 3 clusters Score -2.760416e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -27614602.000000 Penalty: 6066.597168
	Iteration 6F: 3 clusters Score -2.76146e+07 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -27627950.000000 Penalty: 6066.597168
	Iteration 7F: 3 clusters Score -2.762795e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -27638414.000000 Penalty: 6066.597168
	Iteration 8F: 3 clusters Score -2.763841e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -27643132.000000 Penalty: 6066.597168
	Iteration 9F: 3 clusters Score -2.764313e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -27644908.000000 Penalty: 6066.597168
	Iteration 10Q: 3 clusters Score -2.764491e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
Score: -27646188.000000 Penalty: 6066.597168
	Iteration 11Q: 3 clusters Score -2.764619e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -27647186.000000 Penalty: 6066.597168
	Iteration 12Q: 3 clusters Score -2.764719e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 122894 members 
Entering Unmasked Estep 
Score: -27648214.000000 Penalty: 6066.597168
	Iteration 13Q: 3 clusters Score -2.764821e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -27648982.000000 Penalty: 6066.597168
	Iteration 14Q: 3 clusters Score -2.764898e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 124567 members 
Entering Unmasked Estep 
Score: -27649604.000000 Penalty: 6066.597168
	Iteration 15Q: 3 clusters Score -2.76496e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 125289 members 
Entering Unmasked Estep 
Score: -27650110.000000 Penalty: 6066.597168
	Iteration 16Q: 3 clusters Score -2.765011e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -27650438.000000 Penalty: 6066.597168
	Iteration 17Q: 3 clusters Score -2.765044e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -27650634.000000 Penalty: 6066.597168
	Iteration 18Q: 3 clusters Score -2.765063e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 127130 members 
Entering Unmasked Estep 
Score: -27650794.000000 Penalty: 6066.597168
	Iteration 19Q: 3 clusters Score -2.765079e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 127660 members 
Entering Unmasked Estep 
Score: -27650984.000000 Penalty: 6066.597168
	Iteration 20F: 3 clusters Score -2.765098e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 128179 members 
Entering Unmasked Estep 
Score: -27651094.000000 Penalty: 6066.597168
	Iteration 21Q: 3 clusters Score -2.765109e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 128703 members 
Entering Unmasked Estep 
Score: -27651298.000000 Penalty: 6066.597168
	Iteration 22Q: 3 clusters Score -2.76513e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -27651466.000000 Penalty: 6066.597168
	Iteration 23Q: 3 clusters Score -2.765147e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 129751 members 
Entering Unmasked Estep 
Score: -27651500.000000 Penalty: 6066.597168
	Iteration 24Q: 3 clusters Score -2.76515e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -27651598.000000 Penalty: 6066.597168
	Iteration 25Q: 3 clusters Score -2.76516e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -27651572.000000 Penalty: 6066.597168
	Iteration 26Q: 3 clusters Score -2.765157e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 131409 members 
Entering Unmasked Estep 
Score: -27651710.000000 Penalty: 6066.597168
	Iteration 27Q: 3 clusters Score -2.765171e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -27651812.000000 Penalty: 6066.597168
	Iteration 28Q: 3 clusters Score -2.765181e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -27651946.000000 Penalty: 6066.597168
	Iteration 29Q: 3 clusters Score -2.765195e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -27652088.000000 Penalty: 6066.597168
	Iteration 30Q: 3 clusters Score -2.765209e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 133728 members 
Entering Unmasked Estep 
Score: -27652224.000000 Penalty: 6066.597168
	Iteration 31Q: 3 clusters Score -2.765222e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -27652234.000000 Penalty: 6066.597168
	Iteration 32Q: 3 clusters Score -2.765223e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 135043 members 
Entering Unmasked Estep 
Score: -27652342.000000 Penalty: 6066.597168
	Iteration 33Q: 3 clusters Score -2.765234e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 135723 members 
Entering Unmasked Estep 
Score: -27652434.000000 Penalty: 6066.597168
	Iteration 34Q: 3 clusters Score -2.765243e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -27652494.000000 Penalty: 6066.597168
	Iteration 35Q: 3 clusters Score -2.765249e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -27652602.000000 Penalty: 6066.597168
	Iteration 36Q: 3 clusters Score -2.76526e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -27652826.000000 Penalty: 6066.597168
	Iteration 37Q: 3 clusters Score -2.765283e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -27652872.000000 Penalty: 6066.597168
	Iteration 38Q: 3 clusters Score -2.765287e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -27652982.000000 Penalty: 6066.597168
	Iteration 39Q: 3 clusters Score -2.765298e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 140088 members 
Entering Unmasked Estep 
Score: -27653142.000000 Penalty: 6066.597168
	Iteration 40F: 3 clusters Score -2.765314e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 140812 members 
Entering Unmasked Estep 
Score: -27653262.000000 Penalty: 6066.597168
	Iteration 41Q: 3 clusters Score -2.765326e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -27653330.000000 Penalty: 6066.597168
	Iteration 42Q: 3 clusters Score -2.765333e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -27653432.000000 Penalty: 6066.597168
	Iteration 43Q: 3 clusters Score -2.765343e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -27653624.000000 Penalty: 6066.597168
	Iteration 44Q: 3 clusters Score -2.765362e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -27653730.000000 Penalty: 6066.597168
	Iteration 45Q: 3 clusters Score -2.765373e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -27653864.000000 Penalty: 6066.597168
	Iteration 46Q: 3 clusters Score -2.765386e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -27653958.000000 Penalty: 6066.597168
	Iteration 47Q: 3 clusters Score -2.765396e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 146306 members 
Entering Unmasked Estep 
Score: -27654088.000000 Penalty: 6066.597168
	Iteration 48Q: 3 clusters Score -2.765409e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -27654158.000000 Penalty: 6066.597168
	Iteration 49Q: 3 clusters Score -2.765416e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -27654376.000000 Penalty: 6066.597168
	Iteration 50Q: 3 clusters Score -2.765438e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 148814 members 
Entering Unmasked Estep 
Score: -27654530.000000 Penalty: 6066.597168
	Iteration 51Q: 3 clusters Score -2.765453e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -27654820.000000 Penalty: 6066.597168
	Iteration 52Q: 3 clusters Score -2.765482e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 150767 members 
Entering Unmasked Estep 
Score: -27655048.000000 Penalty: 6066.597168
	Iteration 53Q: 3 clusters Score -2.765505e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -27655268.000000 Penalty: 6066.597168
	Iteration 54Q: 3 clusters Score -2.765527e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -27655474.000000 Penalty: 6066.597168
	Iteration 55Q: 3 clusters Score -2.765547e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -27655726.000000 Penalty: 6066.597168
	Iteration 56Q: 3 clusters Score -2.765573e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -27655896.000000 Penalty: 6066.597168
	Iteration 57Q: 3 clusters Score -2.76559e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -27656320.000000 Penalty: 6066.597168
	Iteration 58Q: 3 clusters Score -2.765632e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -27656582.000000 Penalty: 6066.597168
	Iteration 59Q: 3 clusters Score -2.765658e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -27656940.000000 Penalty: 6066.597168
	Iteration 60F: 3 clusters Score -2.765694e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -27657326.000000 Penalty: 6066.597168
	Iteration 61Q: 3 clusters Score -2.765733e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -27657724.000000 Penalty: 6066.597168
	Iteration 62Q: 3 clusters Score -2.765772e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 165689 members 
Entering Unmasked Estep 
Score: -27658182.000000 Penalty: 6066.597168
	Iteration 63Q: 3 clusters Score -2.765818e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 167509 members 
Entering Unmasked Estep 
Score: -27658620.000000 Penalty: 6066.597168
	Iteration 64Q: 3 clusters Score -2.765862e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 169458 members 
Entering Unmasked Estep 
Score: -27659244.000000 Penalty: 6066.597168
	Iteration 65Q: 3 clusters Score -2.765924e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 171629 members 
Entering Unmasked Estep 
Score: -27659924.000000 Penalty: 6066.597168
	Iteration 66Q: 3 clusters Score -2.765992e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -27660536.000000 Penalty: 6066.597168
	Iteration 67Q: 3 clusters Score -2.766054e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 176607 members 
Entering Unmasked Estep 
Score: -27661114.000000 Penalty: 6066.597168
	Iteration 68Q: 3 clusters Score -2.766111e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -27661350.000000 Penalty: 6066.597168
	Iteration 69Q: 3 clusters Score -2.766135e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -27661460.000000 Penalty: 6066.597168
	Iteration 70Q: 3 clusters Score -2.766146e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 184247 members 
Entering Unmasked Estep 
Score: -27661490.000000 Penalty: 6066.597168
	Iteration 71Q: 3 clusters Score -2.766149e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -27661360.000000 Penalty: 6066.597168
	Iteration 72Q: 3 clusters Score -2.766136e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 189007 members 
Entering Unmasked Estep 
Score: -27661288.000000 Penalty: 6066.597168
	Iteration 73Q: 3 clusters Score -2.766129e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 191173 members 
Entering Unmasked Estep 
Score: -27661186.000000 Penalty: 6066.597168
	Iteration 74Q: 3 clusters Score -2.766119e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 193125 members 
Entering Unmasked Estep 
Score: -27661178.000000 Penalty: 6066.597168
	Iteration 75Q: 3 clusters Score -2.766118e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -27660692.000000 Penalty: 6066.597168
	Iteration 76Q: 3 clusters Score -2.766069e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 196221 members 
Entering Unmasked Estep 
Score: -27660274.000000 Penalty: 6066.597168
	Iteration 77Q: 3 clusters Score -2.766027e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 197367 members 
Entering Unmasked Estep 
Score: -27659914.000000 Penalty: 6066.597168
	Iteration 78Q: 3 clusters Score -2.765991e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 198234 members 
Entering Unmasked Estep 
Score: -27659584.000000 Penalty: 6066.597168
	Iteration 79Q: 3 clusters Score -2.765958e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 198968 members 
Entering Unmasked Estep 
Score: -27659572.000000 Penalty: 6066.597168
	Iteration 80F: 3 clusters Score -2.765957e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 199830 members 
Entering Unmasked Estep 
Score: -27659258.000000 Penalty: 6066.597168
	Iteration 81Q: 3 clusters Score -2.765926e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 200572 members 
Entering Unmasked Estep 
Score: -27659028.000000 Penalty: 6066.597168
	Iteration 82Q: 3 clusters Score -2.765903e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 201149 members 
Entering Unmasked Estep 
Score: -27658804.000000 Penalty: 6066.597168
	Iteration 83Q: 3 clusters Score -2.76588e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 201651 members 
Entering Unmasked Estep 
Score: -27658618.000000 Penalty: 6066.597168
	Iteration 84Q: 3 clusters Score -2.765862e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 202098 members 
Entering Unmasked Estep 
Score: -27658416.000000 Penalty: 6066.597168
	Iteration 85Q: 3 clusters Score -2.765842e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 202444 members 
Entering Unmasked Estep 
Score: -27658260.000000 Penalty: 6066.597168
	Iteration 86Q: 3 clusters Score -2.765826e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 202745 members 
Entering Unmasked Estep 
Score: -27658082.000000 Penalty: 6066.597168
	Iteration 87Q: 3 clusters Score -2.765808e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 203002 members 
Entering Unmasked Estep 
Score: -27657928.000000 Penalty: 6066.597168
	Iteration 88Q: 3 clusters Score -2.765793e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 203196 members 
Entering Unmasked Estep 
Score: -27657904.000000 Penalty: 6066.597168
	Iteration 89Q: 3 clusters Score -2.76579e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 203361 members 
Entering Unmasked Estep 
Score: -27657874.000000 Penalty: 6066.597168
	Iteration 90Q: 3 clusters Score -2.765787e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -27657794.000000 Penalty: 6066.597168
	Iteration 91Q: 3 clusters Score -2.765779e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 203611 members 
Entering Unmasked Estep 
Score: -27657712.000000 Penalty: 6066.597168
	Iteration 92Q: 3 clusters Score -2.765771e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 203707 members 
Entering Unmasked Estep 
Score: -27657608.000000 Penalty: 6066.597168
	Iteration 93Q: 3 clusters Score -2.765761e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 203774 members 
Entering Unmasked Estep 
Score: -27657584.000000 Penalty: 6066.597168
	Iteration 94Q: 3 clusters Score -2.765758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 203840 members 
Entering Unmasked Estep 
Score: -27657554.000000 Penalty: 6066.597168
	Iteration 95Q: 3 clusters Score -2.765755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -27657496.000000 Penalty: 6066.597168
	Iteration 96Q: 3 clusters Score -2.76575e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 203937 members 
Entering Unmasked Estep 
Score: -27657468.000000 Penalty: 6066.597168
	Iteration 97Q: 3 clusters Score -2.765747e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 203972 members 
Entering Unmasked Estep 
Score: -27657452.000000 Penalty: 6066.597168
	Iteration 98Q: 3 clusters Score -2.765745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 203996 members 
Entering Unmasked Estep 
Score: -27657456.000000 Penalty: 6066.597168
	Iteration 99Q: 3 clusters Score -2.765746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 204027 members 
Entering Unmasked Estep 
Score: -27657432.000000 Penalty: 6066.597168
	Iteration 100F: 3 clusters Score -2.765743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 204053 members 
Entering Unmasked Estep 
Score: -27657442.000000 Penalty: 6066.597168
	Iteration 101Q: 3 clusters Score -2.765744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 204064 members 
Entering Unmasked Estep 
Score: -27657436.000000 Penalty: 6066.597168
	Iteration 102Q: 3 clusters Score -2.765744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
Score: -27657430.000000 Penalty: 6066.597168
	Iteration 103Q: 3 clusters Score -2.765743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 204078 members 
Entering Unmasked Estep 
Score: -27657432.000000 Penalty: 6066.597168
	Iteration 104Q: 3 clusters Score -2.765743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 204078 members 
Entering Unmasked Estep 
Score: -27657422.000000 Penalty: 6066.597168
	Iteration 105Q: 3 clusters Score -2.765742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 204084 members 
Entering Unmasked Estep 
Score: -27657442.000000 Penalty: 6066.597168
	Iteration 106Q: 3 clusters Score -2.765744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 204094 members 
Entering Unmasked Estep 
Score: -27657416.000000 Penalty: 6066.597168
	Iteration 107Q: 3 clusters Score -2.765742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 204107 members 
Entering Unmasked Estep 
Score: -27657414.000000 Penalty: 6066.597168
	Iteration 108Q: 3 clusters Score -2.765741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 204116 members 
Entering Unmasked Estep 
Score: -27657416.000000 Penalty: 6066.597168
	Iteration 109Q: 3 clusters Score -2.765742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 204130 members 
Entering Unmasked Estep 
Score: -27657418.000000 Penalty: 6066.597168
	Iteration 110Q: 3 clusters Score -2.765742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 204144 members 
Entering Unmasked Estep 
Score: -27657440.000000 Penalty: 6066.597168
	Iteration 111Q: 3 clusters Score -2.765744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 204155 members 
Entering Unmasked Estep 
Score: -27657424.000000 Penalty: 6066.597168
	Iteration 112Q: 3 clusters Score -2.765742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 204161 members 
Entering Unmasked Estep 
Score: -27657408.000000 Penalty: 6066.597168
	Iteration 113Q: 3 clusters Score -2.765741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -27657416.000000 Penalty: 6066.597168
	Iteration 114Q: 3 clusters Score -2.765742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 204171 members 
Entering Unmasked Estep 
Score: -27657416.000000 Penalty: 6066.597168
	Iteration 115Q: 3 clusters Score -2.765742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 204172 members 
Entering Unmasked Estep 
Score: -27657412.000000 Penalty: 6066.597168
	Iteration 116Q: 3 clusters Score -2.765741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 204175 members 
Entering Unmasked Estep 
Score: -27657392.000000 Penalty: 6066.597168
	Iteration 117Q: 3 clusters Score -2.765739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 204176 members 
Entering Unmasked Estep 
Score: -27657378.000000 Penalty: 6066.597168
	Iteration 118Q: 3 clusters Score -2.765738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 204179 members 
Entering Unmasked Estep 
Score: -27657370.000000 Penalty: 6066.597168
	Iteration 119Q: 3 clusters Score -2.765737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -27657370.000000 Penalty: 6066.597168
	Iteration 120F: 3 clusters Score -2.765737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 204187 members 
Entering Unmasked Estep 
Score: -27657352.000000 Penalty: 6066.597168
	Iteration 121Q: 3 clusters Score -2.765735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 204191 members 
Entering Unmasked Estep 
Score: -27657366.000000 Penalty: 6066.597168
	Iteration 122Q: 3 clusters Score -2.765737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 204193 members 
Entering Unmasked Estep 
Score: -27657362.000000 Penalty: 6066.597168
	Iteration 123Q: 3 clusters Score -2.765736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 204196 members 
Entering Unmasked Estep 
Score: -27657358.000000 Penalty: 6066.597168
	Iteration 124Q: 3 clusters Score -2.765736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -27657356.000000 Penalty: 6066.597168
	Iteration 125Q: 3 clusters Score -2.765736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 204198 members 
Entering Unmasked Estep 
Score: -27657344.000000 Penalty: 6066.597168
	Iteration 126Q: 3 clusters Score -2.765734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 204200 members 
Entering Unmasked Estep 
Score: -27657356.000000 Penalty: 6066.597168
	Iteration 127Q: 3 clusters Score -2.765736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 204203 members 
Entering Unmasked Estep 
Score: -27657358.000000 Penalty: 6066.597168
	Iteration 128Q: 3 clusters Score -2.765736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 204206 members 
Entering Unmasked Estep 
Score: -27657346.000000 Penalty: 6066.597168
	Iteration 129Q: 3 clusters Score -2.765735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 204207 members 
Entering Unmasked Estep 
Score: -27657356.000000 Penalty: 6066.597168
	Iteration 130Q: 3 clusters Score -2.765736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 204207 members 
Entering Unmasked Estep 
Score: -27657376.000000 Penalty: 6066.597168
	Iteration 131Q: 3 clusters Score -2.765738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 204209 members 
Entering Unmasked Estep 
Score: -27657360.000000 Penalty: 6066.597168
	Iteration 132Q: 3 clusters Score -2.765736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 204212 members 
Entering Unmasked Estep 
Score: -27657374.000000 Penalty: 6066.597168
	Iteration 133Q: 3 clusters Score -2.765737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 204215 members 
Entering Unmasked Estep 
Score: -27657366.000000 Penalty: 6066.597168
	Iteration 134Q: 3 clusters Score -2.765737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 204218 members 
Entering Unmasked Estep 
Score: -27657362.000000 Penalty: 6066.597168
	Iteration 135Q: 3 clusters Score -2.765736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 204218 members 
Entering Unmasked Estep 
Score: -27657362.000000 Penalty: 6066.597168
	Iteration 136F: 3 clusters Score -2.765736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Entering Unmasked Estep 
Score: -9862442.000000 Penalty: 2774.496338
	Iteration 0F: 2 clusters Score -9862442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9814033.000000 Penalty: 5548.992676
	Iteration 0F: 3 clusters Score -9814033 nChanged 33715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -9833297.000000 Penalty: 5548.992676
	Iteration 1F: 3 clusters Score -9833297 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -9834098.000000 Penalty: 5548.992676
	Iteration 2Q: 3 clusters Score -9834098 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -9835173.000000 Penalty: 5548.992676
	Iteration 3Q: 3 clusters Score -9835173 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -9836627.000000 Penalty: 5548.992676
	Iteration 4Q: 3 clusters Score -9836627 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -9839041.000000 Penalty: 5548.992676
	Iteration 5F: 3 clusters Score -9839041 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -9842900.000000 Penalty: 5548.992676
	Iteration 6F: 3 clusters Score -9842900 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -9847578.000000 Penalty: 5548.992676
	Iteration 7F: 3 clusters Score -9847578 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -9851991.000000 Penalty: 5548.992676
	Iteration 8F: 3 clusters Score -9851991 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -9855181.000000 Penalty: 5548.992676
	Iteration 9Q: 3 clusters Score -9855181 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -9857285.000000 Penalty: 5548.992676
	Iteration 10Q: 3 clusters Score -9857285 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9858490.000000 Penalty: 5548.992676
	Iteration 11Q: 3 clusters Score -9858490 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9859221.000000 Penalty: 5548.992676
	Iteration 12Q: 3 clusters Score -9859221 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9859637.000000 Penalty: 5548.992676
	Iteration 13Q: 3 clusters Score -9859637 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9859820.000000 Penalty: 5548.992676
	Iteration 14Q: 3 clusters Score -9859820 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9859937.000000 Penalty: 5548.992676
	Iteration 15Q: 3 clusters Score -9859937 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9860024.000000 Penalty: 5548.992676
	Iteration 16Q: 3 clusters Score -9860024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9860098.000000 Penalty: 5548.992676
	Iteration 17Q: 3 clusters Score -9860098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9860140.000000 Penalty: 5548.992676
	Iteration 18Q: 3 clusters Score -9860140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9860157.000000 Penalty: 5548.992676
	Iteration 19Q: 3 clusters Score -9860157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9860165.000000 Penalty: 5548.992676
	Iteration 20F: 3 clusters Score -9860165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9860172.000000 Penalty: 5548.992676
	Iteration 21Q: 3 clusters Score -9860172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9860186.000000 Penalty: 5548.992676
	Iteration 22Q: 3 clusters Score -9860186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9860186.000000 Penalty: 5548.992676
	Iteration 23Q: 3 clusters Score -9860186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9860199.000000 Penalty: 5548.992676
	Iteration 24Q: 3 clusters Score -9860199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9860200.000000 Penalty: 5548.992676
	Iteration 25Q: 3 clusters Score -9860200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9860197.000000 Penalty: 5548.992676
	Iteration 26Q: 3 clusters Score -9860197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9860192.000000 Penalty: 5548.992676
	Iteration 27Q: 3 clusters Score -9860192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9860198.000000 Penalty: 5548.992676
	Iteration 28Q: 3 clusters Score -9860198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9860200.000000 Penalty: 5548.992676
	Iteration 29Q: 3 clusters Score -9860200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9860206.000000 Penalty: 5548.992676
	Iteration 30Q: 3 clusters Score -9860206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9860215.000000 Penalty: 5548.992676
	Iteration 31Q: 3 clusters Score -9860215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9860213.000000 Penalty: 5548.992676
	Iteration 32Q: 3 clusters Score -9860213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9860209.000000 Penalty: 5548.992676
	Iteration 33Q: 3 clusters Score -9860209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9860208.000000 Penalty: 5548.992676
	Iteration 34Q: 3 clusters Score -9860208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9860208.000000 Penalty: 5548.992676
	Iteration 35Q: 3 clusters Score -9860208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9860203.000000 Penalty: 5548.992676
	Iteration 36Q: 3 clusters Score -9860203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9860205.000000 Penalty: 5548.992676
	Iteration 37Q: 3 clusters Score -9860205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9860212.000000 Penalty: 5548.992676
	Iteration 38Q: 3 clusters Score -9860212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9860211.000000 Penalty: 5548.992676
	Iteration 39Q: 3 clusters Score -9860211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9860211.000000 Penalty: 5548.992676
	Iteration 40F: 3 clusters Score -9860211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Entering Unmasked Estep 
Score: -1717411.125000 Penalty: 2354.197754
	Iteration 0F: 2 clusters Score -1717411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1707651.125000 Penalty: 4708.395508
	Iteration 0F: 3 clusters Score -1707651 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1710665.625000 Penalty: 4708.395508
	Iteration 1F: 3 clusters Score -1710666 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1711119.625000 Penalty: 4708.395508
	Iteration 2F: 3 clusters Score -1711120 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1711545.500000 Penalty: 4708.395508
	Iteration 3F: 3 clusters Score -1711546 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1711959.625000 Penalty: 4708.395508
	Iteration 4F: 3 clusters Score -1711960 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1712271.125000 Penalty: 4708.395508
	Iteration 5Q: 3 clusters Score -1712271 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1712529.500000 Penalty: 4708.395508
	Iteration 6Q: 3 clusters Score -1712530 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1712756.625000 Penalty: 4708.395508
	Iteration 7Q: 3 clusters Score -1712757 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1712948.500000 Penalty: 4708.395508
	Iteration 8Q: 3 clusters Score -1712948 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1713111.250000 Penalty: 4708.395508
	Iteration 9Q: 3 clusters Score -1713111 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1713238.500000 Penalty: 4708.395508
	Iteration 10Q: 3 clusters Score -1713238 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1713355.750000 Penalty: 4708.395508
	Iteration 11Q: 3 clusters Score -1713356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1713442.125000 Penalty: 4708.395508
	Iteration 12Q: 3 clusters Score -1713442 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1713507.875000 Penalty: 4708.395508
	Iteration 13Q: 3 clusters Score -1713508 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1713570.625000 Penalty: 4708.395508
	Iteration 14Q: 3 clusters Score -1713571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1713629.250000 Penalty: 4708.395508
	Iteration 15Q: 3 clusters Score -1713629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1713689.875000 Penalty: 4708.395508
	Iteration 16Q: 3 clusters Score -1713690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1713755.750000 Penalty: 4708.395508
	Iteration 17Q: 3 clusters Score -1713756 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1713832.750000 Penalty: 4708.395508
	Iteration 18Q: 3 clusters Score -1713833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1713906.500000 Penalty: 4708.395508
	Iteration 19Q: 3 clusters Score -1713906 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1713982.000000 Penalty: 4708.395508
	Iteration 20F: 3 clusters Score -1713982 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1714058.375000 Penalty: 4708.395508
	Iteration 21Q: 3 clusters Score -1714058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1714122.750000 Penalty: 4708.395508
	Iteration 22Q: 3 clusters Score -1714123 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1714185.500000 Penalty: 4708.395508
	Iteration 23Q: 3 clusters Score -1714186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1714252.250000 Penalty: 4708.395508
	Iteration 24Q: 3 clusters Score -1714252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1714318.625000 Penalty: 4708.395508
	Iteration 25Q: 3 clusters Score -1714319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1714384.125000 Penalty: 4708.395508
	Iteration 26Q: 3 clusters Score -1714384 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1714444.000000 Penalty: 4708.395508
	Iteration 27Q: 3 clusters Score -1714444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1714515.375000 Penalty: 4708.395508
	Iteration 28Q: 3 clusters Score -1714515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1714589.750000 Penalty: 4708.395508
	Iteration 29Q: 3 clusters Score -1714590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1714657.000000 Penalty: 4708.395508
	Iteration 30Q: 3 clusters Score -1714657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1714715.500000 Penalty: 4708.395508
	Iteration 31Q: 3 clusters Score -1714716 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1714785.000000 Penalty: 4708.395508
	Iteration 32Q: 3 clusters Score -1714785 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1714848.000000 Penalty: 4708.395508
	Iteration 33Q: 3 clusters Score -1714848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1714913.625000 Penalty: 4708.395508
	Iteration 34Q: 3 clusters Score -1714914 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1714967.000000 Penalty: 4708.395508
	Iteration 35Q: 3 clusters Score -1714967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1715008.500000 Penalty: 4708.395508
	Iteration 36Q: 3 clusters Score -1715008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1715038.250000 Penalty: 4708.395508
	Iteration 37Q: 3 clusters Score -1715038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1715076.125000 Penalty: 4708.395508
	Iteration 38Q: 3 clusters Score -1715076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1715110.750000 Penalty: 4708.395508
	Iteration 39Q: 3 clusters Score -1715111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1715135.375000 Penalty: 4708.395508
	Iteration 40F: 3 clusters Score -1715135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1715164.250000 Penalty: 4708.395508
	Iteration 41Q: 3 clusters Score -1715164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1715206.500000 Penalty: 4708.395508
	Iteration 42Q: 3 clusters Score -1715206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1715240.125000 Penalty: 4708.395508
	Iteration 43Q: 3 clusters Score -1715240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1715266.750000 Penalty: 4708.395508
	Iteration 44Q: 3 clusters Score -1715267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1715284.125000 Penalty: 4708.395508
	Iteration 45Q: 3 clusters Score -1715284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1715300.000000 Penalty: 4708.395508
	Iteration 46Q: 3 clusters Score -1715300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1715318.500000 Penalty: 4708.395508
	Iteration 47Q: 3 clusters Score -1715318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1715336.500000 Penalty: 4708.395508
	Iteration 48Q: 3 clusters Score -1715336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1715344.250000 Penalty: 4708.395508
	Iteration 49Q: 3 clusters Score -1715344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1715355.875000 Penalty: 4708.395508
	Iteration 50Q: 3 clusters Score -1715356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1715366.375000 Penalty: 4708.395508
	Iteration 51Q: 3 clusters Score -1715366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1715372.000000 Penalty: 4708.395508
	Iteration 52Q: 3 clusters Score -1715372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1715379.250000 Penalty: 4708.395508
	Iteration 53Q: 3 clusters Score -1715379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1715385.500000 Penalty: 4708.395508
	Iteration 54Q: 3 clusters Score -1715386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1715397.375000 Penalty: 4708.395508
	Iteration 55Q: 3 clusters Score -1715397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1715405.500000 Penalty: 4708.395508
	Iteration 56Q: 3 clusters Score -1715406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1715412.375000 Penalty: 4708.395508
	Iteration 57Q: 3 clusters Score -1715412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1715415.125000 Penalty: 4708.395508
	Iteration 58Q: 3 clusters Score -1715415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1715426.875000 Penalty: 4708.395508
	Iteration 59Q: 3 clusters Score -1715427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1715435.000000 Penalty: 4708.395508
	Iteration 60F: 3 clusters Score -1715435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1715438.875000 Penalty: 4708.395508
	Iteration 61Q: 3 clusters Score -1715439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1715446.625000 Penalty: 4708.395508
	Iteration 62Q: 3 clusters Score -1715447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1715452.875000 Penalty: 4708.395508
	Iteration 63Q: 3 clusters Score -1715453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1715455.250000 Penalty: 4708.395508
	Iteration 64Q: 3 clusters Score -1715455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1715456.625000 Penalty: 4708.395508
	Iteration 65Q: 3 clusters Score -1715457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1715457.625000 Penalty: 4708.395508
	Iteration 66Q: 3 clusters Score -1715458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1715463.875000 Penalty: 4708.395508
	Iteration 67Q: 3 clusters Score -1715464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1715465.625000 Penalty: 4708.395508
	Iteration 68Q: 3 clusters Score -1715466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1715469.625000 Penalty: 4708.395508
	Iteration 69Q: 3 clusters Score -1715470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1715470.375000 Penalty: 4708.395508
	Iteration 70Q: 3 clusters Score -1715470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1715469.500000 Penalty: 4708.395508
	Iteration 71Q: 3 clusters Score -1715470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1715470.250000 Penalty: 4708.395508
	Iteration 72Q: 3 clusters Score -1715470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1715472.000000 Penalty: 4708.395508
	Iteration 73Q: 3 clusters Score -1715472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1715473.000000 Penalty: 4708.395508
	Iteration 74Q: 3 clusters Score -1715473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1715473.000000 Penalty: 4708.395508
	Iteration 75F: 3 clusters Score -1715473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102266.367188 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -102266.4 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 449 members 
Entering Unmasked Estep 
Score: -100424.617188 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -100424.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100854.695312 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100854.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101116.132812 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -101116.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101328.546875 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -101328.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101531.820312 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -101531.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101724.562500 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -101724.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101814.750000 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -101814.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101992.601562 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -101992.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102355.296875 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -102355.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102578.257812 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -102578.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102633.460938 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -102633.5 nChanged 12
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: -102659.367188 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -102659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102662.226562 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -102662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102666.257812 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -102666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102666.257812 Penalty: 3352.590576
	Iteration 14F: 3 clusters Score -102666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180410 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67867 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183344 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50006 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 447 members 
Entering Unmasked Estep 
Score: -126425984.000000 Penalty: 95627.414062
Splitting cluster 8 changes total score from -126427296.000000 to -126425984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -252939.953125 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -252940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -250309.984375 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -250310 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -250825.078125 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -250825.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250991.500000 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -250991.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -251060.640625 Penalty: 3776.943359
	Iteration 3Q: 3 clusters Score -251060.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -251111.328125 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -251111.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -251170.687500 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -251170.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -251232.890625 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -251232.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -251305.031250 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -251305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -251397.609375 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -251397.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -251525.062500 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -251525.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -251712.875000 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -251712.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -251915.140625 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -251915.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -252086.656250 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -252086.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -252247.156250 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -252247.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -252383.250000 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -252383.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -252479.390625 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -252479.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -252526.703125 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -252526.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -252557.359375 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -252557.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -252585.109375 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -252585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -252596.750000 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -252596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -252603.328125 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -252603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -252605.750000 Penalty: 3776.943359
	Iteration 21Q: 3 clusters Score -252605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -252605.750000 Penalty: 3776.943359
	Iteration 22F: 3 clusters Score -252605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Entering Unmasked Estep 
Score: -8937984.000000 Penalty: 2759.075684
	Iteration 0F: 2 clusters Score -8937984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -8892643.000000 Penalty: 5518.151367
	Iteration 0F: 3 clusters Score -8892643 nChanged 31518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8910100.000000 Penalty: 5518.151367
	Iteration 1F: 3 clusters Score -8910100 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -8910747.000000 Penalty: 5518.151367
	Iteration 2Q: 3 clusters Score -8910747 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -8911610.000000 Penalty: 5518.151367
	Iteration 3Q: 3 clusters Score -8911610 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -8912700.000000 Penalty: 5518.151367
	Iteration 4Q: 3 clusters Score -8912700 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -8914402.000000 Penalty: 5518.151367
	Iteration 5F: 3 clusters Score -8914402 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8916759.000000 Penalty: 5518.151367
	Iteration 6F: 3 clusters Score -8916759 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -8919739.000000 Penalty: 5518.151367
	Iteration 7F: 3 clusters Score -8919739 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -8922905.000000 Penalty: 5518.151367
	Iteration 8F: 3 clusters Score -8922905 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -8926178.000000 Penalty: 5518.151367
	Iteration 9F: 3 clusters Score -8926178 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -8929270.000000 Penalty: 5518.151367
	Iteration 10F: 3 clusters Score -8929270 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -8931867.000000 Penalty: 5518.151367
	Iteration 11Q: 3 clusters Score -8931867 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8933497.000000 Penalty: 5518.151367
	Iteration 12Q: 3 clusters Score -8933497 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8934496.000000 Penalty: 5518.151367
	Iteration 13Q: 3 clusters Score -8934496 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8934981.000000 Penalty: 5518.151367
	Iteration 14Q: 3 clusters Score -8934981 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8935227.000000 Penalty: 5518.151367
	Iteration 15Q: 3 clusters Score -8935227 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8935371.000000 Penalty: 5518.151367
	Iteration 16Q: 3 clusters Score -8935371 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8935473.000000 Penalty: 5518.151367
	Iteration 17Q: 3 clusters Score -8935473 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8935521.000000 Penalty: 5518.151367
	Iteration 18Q: 3 clusters Score -8935521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8935553.000000 Penalty: 5518.151367
	Iteration 19Q: 3 clusters Score -8935553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8935583.000000 Penalty: 5518.151367
	Iteration 20F: 3 clusters Score -8935583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8935598.000000 Penalty: 5518.151367
	Iteration 21Q: 3 clusters Score -8935598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8935613.000000 Penalty: 5518.151367
	Iteration 22Q: 3 clusters Score -8935613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8935629.000000 Penalty: 5518.151367
	Iteration 23Q: 3 clusters Score -8935629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8935625.000000 Penalty: 5518.151367
	Iteration 24Q: 3 clusters Score -8935625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8935630.000000 Penalty: 5518.151367
	Iteration 25Q: 3 clusters Score -8935630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8935633.000000 Penalty: 5518.151367
	Iteration 26Q: 3 clusters Score -8935633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8935638.000000 Penalty: 5518.151367
	Iteration 27Q: 3 clusters Score -8935638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8935643.000000 Penalty: 5518.151367
	Iteration 28Q: 3 clusters Score -8935643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8935647.000000 Penalty: 5518.151367
	Iteration 29Q: 3 clusters Score -8935647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8935653.000000 Penalty: 5518.151367
	Iteration 30Q: 3 clusters Score -8935653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8935659.000000 Penalty: 5518.151367
	Iteration 31Q: 3 clusters Score -8935659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8935670.000000 Penalty: 5518.151367
	Iteration 32Q: 3 clusters Score -8935670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8935670.000000 Penalty: 5518.151367
	Iteration 33F: 3 clusters Score -8935670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Entering Unmasked Estep 
Score: -6411090.500000 Penalty: 2668.392334
	Iteration 0F: 2 clusters Score -6411090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -6379213.500000 Penalty: 5336.784668
	Iteration 0F: 3 clusters Score -6379214 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -6391230.000000 Penalty: 5336.784668
	Iteration 1F: 3 clusters Score -6391230 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -6391775.000000 Penalty: 5336.784668
	Iteration 2Q: 3 clusters Score -6391775 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6392415.000000 Penalty: 5336.784668
	Iteration 3Q: 3 clusters Score -6392415 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6393114.000000 Penalty: 5336.784668
	Iteration 4Q: 3 clusters Score -6393114 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -6394008.000000 Penalty: 5336.784668
	Iteration 5Q: 3 clusters Score -6394008 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -6395278.500000 Penalty: 5336.784668
	Iteration 6Q: 3 clusters Score -6395278 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -6396933.000000 Penalty: 5336.784668
	Iteration 7F: 3 clusters Score -6396933 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -6398926.500000 Penalty: 5336.784668
	Iteration 8F: 3 clusters Score -6398926 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -6401228.500000 Penalty: 5336.784668
	Iteration 9F: 3 clusters Score -6401228 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -6403338.000000 Penalty: 5336.784668
	Iteration 10F: 3 clusters Score -6403338 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -6404980.500000 Penalty: 5336.784668
	Iteration 11Q: 3 clusters Score -6404980 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -6406099.500000 Penalty: 5336.784668
	Iteration 12Q: 3 clusters Score -6406100 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -6406911.000000 Penalty: 5336.784668
	Iteration 13Q: 3 clusters Score -6406911 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -6407549.000000 Penalty: 5336.784668
	Iteration 14Q: 3 clusters Score -6407549 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6407930.500000 Penalty: 5336.784668
	Iteration 15Q: 3 clusters Score -6407930 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -6408184.500000 Penalty: 5336.784668
	Iteration 16Q: 3 clusters Score -6408184 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -6408354.000000 Penalty: 5336.784668
	Iteration 17Q: 3 clusters Score -6408354 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6408447.000000 Penalty: 5336.784668
	Iteration 18Q: 3 clusters Score -6408447 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -6408521.000000 Penalty: 5336.784668
	Iteration 19Q: 3 clusters Score -6408521 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6408607.500000 Penalty: 5336.784668
	Iteration 20F: 3 clusters Score -6408608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -6408658.500000 Penalty: 5336.784668
	Iteration 21Q: 3 clusters Score -6408658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -6408698.000000 Penalty: 5336.784668
	Iteration 22Q: 3 clusters Score -6408698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6408733.000000 Penalty: 5336.784668
	Iteration 23Q: 3 clusters Score -6408733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6408772.500000 Penalty: 5336.784668
	Iteration 24Q: 3 clusters Score -6408772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -6408796.000000 Penalty: 5336.784668
	Iteration 25Q: 3 clusters Score -6408796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6408819.000000 Penalty: 5336.784668
	Iteration 26Q: 3 clusters Score -6408819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -6408840.000000 Penalty: 5336.784668
	Iteration 27Q: 3 clusters Score -6408840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6408856.500000 Penalty: 5336.784668
	Iteration 28Q: 3 clusters Score -6408856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -6408856.000000 Penalty: 5336.784668
	Iteration 29Q: 3 clusters Score -6408856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -6408853.000000 Penalty: 5336.784668
	Iteration 30Q: 3 clusters Score -6408853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -6408853.000000 Penalty: 5336.784668
	Iteration 31F: 3 clusters Score -6408853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Entering Unmasked Estep 
Score: -3428005.500000 Penalty: 2511.652344
	Iteration 0F: 2 clusters Score -3428006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3410705.750000 Penalty: 5023.304688
	Iteration 0F: 3 clusters Score -3410706 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3416632.250000 Penalty: 5023.304688
	Iteration 1F: 3 clusters Score -3416632 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3417003.500000 Penalty: 5023.304688
	Iteration 2Q: 3 clusters Score -3417004 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3417346.250000 Penalty: 5023.304688
	Iteration 3Q: 3 clusters Score -3417346 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3417631.500000 Penalty: 5023.304688
	Iteration 4Q: 3 clusters Score -3417632 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3417901.250000 Penalty: 5023.304688
	Iteration 5Q: 3 clusters Score -3417901 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3418175.500000 Penalty: 5023.304688
	Iteration 6Q: 3 clusters Score -3418176 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3418524.000000 Penalty: 5023.304688
	Iteration 7Q: 3 clusters Score -3418524 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3418961.000000 Penalty: 5023.304688
	Iteration 8Q: 3 clusters Score -3418961 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3419552.250000 Penalty: 5023.304688
	Iteration 9Q: 3 clusters Score -3419552 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3420409.250000 Penalty: 5023.304688
	Iteration 10Q: 3 clusters Score -3420409 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3421420.750000 Penalty: 5023.304688
	Iteration 11F: 3 clusters Score -3421421 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3422296.250000 Penalty: 5023.304688
	Iteration 12F: 3 clusters Score -3422296 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3422802.500000 Penalty: 5023.304688
	Iteration 13Q: 3 clusters Score -3422802 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3423083.750000 Penalty: 5023.304688
	Iteration 14Q: 3 clusters Score -3423084 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3423221.250000 Penalty: 5023.304688
	Iteration 15Q: 3 clusters Score -3423221 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3423339.250000 Penalty: 5023.304688
	Iteration 16Q: 3 clusters Score -3423339 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3423435.250000 Penalty: 5023.304688
	Iteration 17Q: 3 clusters Score -3423435 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3423512.500000 Penalty: 5023.304688
	Iteration 18Q: 3 clusters Score -3423512 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3423571.250000 Penalty: 5023.304688
	Iteration 19Q: 3 clusters Score -3423571 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3423622.000000 Penalty: 5023.304688
	Iteration 20F: 3 clusters Score -3423622 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3423674.750000 Penalty: 5023.304688
	Iteration 21Q: 3 clusters Score -3423675 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3423725.000000 Penalty: 5023.304688
	Iteration 22Q: 3 clusters Score -3423725 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3423780.750000 Penalty: 5023.304688
	Iteration 23Q: 3 clusters Score -3423781 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3423814.750000 Penalty: 5023.304688
	Iteration 24Q: 3 clusters Score -3423815 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3423862.500000 Penalty: 5023.304688
	Iteration 25Q: 3 clusters Score -3423862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3423912.250000 Penalty: 5023.304688
	Iteration 26Q: 3 clusters Score -3423912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3423950.000000 Penalty: 5023.304688
	Iteration 27Q: 3 clusters Score -3423950 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3423990.750000 Penalty: 5023.304688
	Iteration 28Q: 3 clusters Score -3423991 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3424028.500000 Penalty: 5023.304688
	Iteration 29Q: 3 clusters Score -3424028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3424055.250000 Penalty: 5023.304688
	Iteration 30Q: 3 clusters Score -3424055 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3424066.500000 Penalty: 5023.304688
	Iteration 31Q: 3 clusters Score -3424066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3424085.000000 Penalty: 5023.304688
	Iteration 32Q: 3 clusters Score -3424085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3424095.750000 Penalty: 5023.304688
	Iteration 33Q: 3 clusters Score -3424096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3424118.250000 Penalty: 5023.304688
	Iteration 34Q: 3 clusters Score -3424118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3424125.000000 Penalty: 5023.304688
	Iteration 35Q: 3 clusters Score -3424125 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3424146.500000 Penalty: 5023.304688
	Iteration 36Q: 3 clusters Score -3424146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3424181.750000 Penalty: 5023.304688
	Iteration 37Q: 3 clusters Score -3424182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3424205.500000 Penalty: 5023.304688
	Iteration 38Q: 3 clusters Score -3424206 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3424208.000000 Penalty: 5023.304688
	Iteration 39Q: 3 clusters Score -3424208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3424216.500000 Penalty: 5023.304688
	Iteration 40F: 3 clusters Score -3424216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3424231.250000 Penalty: 5023.304688
	Iteration 41Q: 3 clusters Score -3424231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3424242.750000 Penalty: 5023.304688
	Iteration 42Q: 3 clusters Score -3424243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3424262.250000 Penalty: 5023.304688
	Iteration 43Q: 3 clusters Score -3424262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3424266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3424276.250000 Penalty: 5023.304688
	Iteration 45Q: 3 clusters Score -3424276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3424284.000000 Penalty: 5023.304688
	Iteration 46Q: 3 clusters Score -3424284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3424298.500000 Penalty: 5023.304688
	Iteration 47Q: 3 clusters Score -3424298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3424306.250000 Penalty: 5023.304688
	Iteration 48Q: 3 clusters Score -3424306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3424315.500000 Penalty: 5023.304688
	Iteration 49Q: 3 clusters Score -3424316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3424314.750000 Penalty: 5023.304688
	Iteration 50Q: 3 clusters Score -3424315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3424333.000000 Penalty: 5023.304688
	Iteration 51Q: 3 clusters Score -3424333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3424341.750000 Penalty: 5023.304688
	Iteration 52Q: 3 clusters Score -3424342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3424345.750000 Penalty: 5023.304688
	Iteration 53Q: 3 clusters Score -3424346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3424351.750000 Penalty: 5023.304688
	Iteration 54Q: 3 clusters Score -3424352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3424367.000000 Penalty: 5023.304688
	Iteration 55Q: 3 clusters Score -3424367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3424371.250000 Penalty: 5023.304688
	Iteration 56Q: 3 clusters Score -3424371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3424371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3424375.500000 Penalty: 5023.304688
	Iteration 58Q: 3 clusters Score -3424376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3424381.250000 Penalty: 5023.304688
	Iteration 59Q: 3 clusters Score -3424381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3424397.500000 Penalty: 5023.304688
	Iteration 60F: 3 clusters Score -3424398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3424400.750000 Penalty: 5023.304688
	Iteration 61Q: 3 clusters Score -3424401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3424409.250000 Penalty: 5023.304688
	Iteration 62Q: 3 clusters Score -3424409 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3424427.750000 Penalty: 5023.304688
	Iteration 63Q: 3 clusters Score -3424428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3424421.500000 Penalty: 5023.304688
	Iteration 64Q: 3 clusters Score -3424422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3424430.250000 Penalty: 5023.304688
	Iteration 65Q: 3 clusters Score -3424430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3424435 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3424444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3424450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3424462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3424462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3424480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3424485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3424484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3424509.250000 Penalty: 5023.304688
	Iteration 74Q: 3 clusters Score -3424509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3424509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3424521.000000 Penalty: 5023.304688
	Iteration 76Q: 3 clusters Score -3424521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3424522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3424536.750000 Penalty: 5023.304688
	Iteration 78Q: 3 clusters Score -3424537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3424540.750000 Penalty: 5023.304688
	Iteration 79Q: 3 clusters Score -3424541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3424559.750000 Penalty: 5023.304688
	Iteration 80F: 3 clusters Score -3424560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3424566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3424570.750000 Penalty: 5023.304688
	Iteration 82Q: 3 clusters Score -3424571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3424572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3424585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3424585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3424597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3424610.000000 Penalty: 5023.304688
	Iteration 87Q: 3 clusters Score -3424610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3424628.750000 Penalty: 5023.304688
	Iteration 88Q: 3 clusters Score -3424629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3424635.750000 Penalty: 5023.304688
	Iteration 89Q: 3 clusters Score -3424636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3424642.250000 Penalty: 5023.304688
	Iteration 90Q: 3 clusters Score -3424642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3424647.000000 Penalty: 5023.304688
	Iteration 91Q: 3 clusters Score -3424647 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3424677 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3424693.000000 Penalty: 5023.304688
	Iteration 93Q: 3 clusters Score -3424693 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3424713.000000 Penalty: 5023.304688
	Iteration 94Q: 3 clusters Score -3424713 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3424719.250000 Penalty: 5023.304688
	Iteration 95Q: 3 clusters Score -3424719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3424729.250000 Penalty: 5023.304688
	Iteration 96Q: 3 clusters Score -3424729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3424752.000000 Penalty: 5023.304688
	Iteration 97Q: 3 clusters Score -3424752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3424773.000000 Penalty: 5023.304688
	Iteration 98Q: 3 clusters Score -3424773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3424793.500000 Penalty: 5023.304688
	Iteration 99Q: 3 clusters Score -3424794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3424819.500000 Penalty: 5023.304688
	Iteration 100F: 3 clusters Score -3424820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3424825.750000 Penalty: 5023.304688
	Iteration 101Q: 3 clusters Score -3424826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3424842.750000 Penalty: 5023.304688
	Iteration 102Q: 3 clusters Score -3424843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3424856.750000 Penalty: 5023.304688
	Iteration 103Q: 3 clusters Score -3424857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3424859.500000 Penalty: 5023.304688
	Iteration 104Q: 3 clusters Score -3424860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3424873.250000 Penalty: 5023.304688
	Iteration 105Q: 3 clusters Score -3424873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3424895.500000 Penalty: 5023.304688
	Iteration 106Q: 3 clusters Score -3424896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3424897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3424932.750000 Penalty: 5023.304688
	Iteration 108Q: 3 clusters Score -3424933 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3424947.250000 Penalty: 5023.304688
	Iteration 109Q: 3 clusters Score -3424947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3424974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3424989.500000 Penalty: 5023.304688
	Iteration 111Q: 3 clusters Score -3424990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3425009.000000 Penalty: 5023.304688
	Iteration 112Q: 3 clusters Score -3425009 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3425056.500000 Penalty: 5023.304688
	Iteration 113Q: 3 clusters Score -3425056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3425086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3425120.500000 Penalty: 5023.304688
	Iteration 115Q: 3 clusters Score -3425120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3425162.000000 Penalty: 5023.304688
	Iteration 116Q: 3 clusters Score -3425162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3425204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3425238.750000 Penalty: 5023.304688
	Iteration 118Q: 3 clusters Score -3425239 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3425279.500000 Penalty: 5023.304688
	Iteration 119Q: 3 clusters Score -3425280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3425307.250000 Penalty: 5023.304688
	Iteration 120F: 3 clusters Score -3425307 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3425353.750000 Penalty: 5023.304688
	Iteration 121Q: 3 clusters Score -3425354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3425388.250000 Penalty: 5023.304688
	Iteration 122Q: 3 clusters Score -3425388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3425417.500000 Penalty: 5023.304688
	Iteration 123Q: 3 clusters Score -3425418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3425442.750000 Penalty: 5023.304688
	Iteration 124Q: 3 clusters Score -3425443 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3425466.750000 Penalty: 5023.304688
	Iteration 125Q: 3 clusters Score -3425467 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3425489.000000 Penalty: 5023.304688
	Iteration 126Q: 3 clusters Score -3425489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3425504.000000 Penalty: 5023.304688
	Iteration 127Q: 3 clusters Score -3425504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3425522.500000 Penalty: 5023.304688
	Iteration 128Q: 3 clusters Score -3425522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3425538.750000 Penalty: 5023.304688
	Iteration 129Q: 3 clusters Score -3425539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3425554.500000 Penalty: 5023.304688
	Iteration 130Q: 3 clusters Score -3425554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3425573.750000 Penalty: 5023.304688
	Iteration 131Q: 3 clusters Score -3425574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3425587.750000 Penalty: 5023.304688
	Iteration 132Q: 3 clusters Score -3425588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3425599.500000 Penalty: 5023.304688
	Iteration 133Q: 3 clusters Score -3425600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3425618.750000 Penalty: 5023.304688
	Iteration 134Q: 3 clusters Score -3425619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3425631.000000 Penalty: 5023.304688
	Iteration 135Q: 3 clusters Score -3425631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3425634.500000 Penalty: 5023.304688
	Iteration 136Q: 3 clusters Score -3425634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3425645.250000 Penalty: 5023.304688
	Iteration 137Q: 3 clusters Score -3425645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3425659.750000 Penalty: 5023.304688
	Iteration 138Q: 3 clusters Score -3425660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3425666.500000 Penalty: 5023.304688
	Iteration 139Q: 3 clusters Score -3425666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3425674.250000 Penalty: 5023.304688
	Iteration 140F: 3 clusters Score -3425674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3425672.250000 Penalty: 5023.304688
	Iteration 141Q: 3 clusters Score -3425672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3425671.750000 Penalty: 5023.304688
	Iteration 142Q: 3 clusters Score -3425672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3425687.750000 Penalty: 5023.304688
	Iteration 143Q: 3 clusters Score -3425688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3425693.250000 Penalty: 5023.304688
	Iteration 144Q: 3 clusters Score -3425693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3425693.250000 Penalty: 5023.304688
	Iteration 145Q: 3 clusters Score -3425693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3425690.750000 Penalty: 5023.304688
	Iteration 146Q: 3 clusters Score -3425691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3425697.750000 Penalty: 5023.304688
	Iteration 147Q: 3 clusters Score -3425698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3425704.500000 Penalty: 5023.304688
	Iteration 148Q: 3 clusters Score -3425704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3425714.000000 Penalty: 5023.304688
	Iteration 149Q: 3 clusters Score -3425714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3425719.250000 Penalty: 5023.304688
	Iteration 150Q: 3 clusters Score -3425719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3425726.250000 Penalty: 5023.304688
	Iteration 151Q: 3 clusters Score -3425726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3425730.250000 Penalty: 5023.304688
	Iteration 152Q: 3 clusters Score -3425730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3425724.000000 Penalty: 5023.304688
	Iteration 153Q: 3 clusters Score -3425724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3425728.250000 Penalty: 5023.304688
	Iteration 154Q: 3 clusters Score -3425728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3425732.750000 Penalty: 5023.304688
	Iteration 155Q: 3 clusters Score -3425733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3425745.750000 Penalty: 5023.304688
	Iteration 156Q: 3 clusters Score -3425746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3425753.500000 Penalty: 5023.304688
	Iteration 157Q: 3 clusters Score -3425754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3425763.500000 Penalty: 5023.304688
	Iteration 158Q: 3 clusters Score -3425764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3425774.750000 Penalty: 5023.304688
	Iteration 159Q: 3 clusters Score -3425775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3425774.250000 Penalty: 5023.304688
	Iteration 160F: 3 clusters Score -3425774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3425771.250000 Penalty: 5023.304688
	Iteration 161Q: 3 clusters Score -3425771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3425779.750000 Penalty: 5023.304688
	Iteration 162Q: 3 clusters Score -3425780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3425782.750000 Penalty: 5023.304688
	Iteration 163Q: 3 clusters Score -3425783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3425787.000000 Penalty: 5023.304688
	Iteration 164Q: 3 clusters Score -3425787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3425792.000000 Penalty: 5023.304688
	Iteration 165Q: 3 clusters Score -3425792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3425797.000000 Penalty: 5023.304688
	Iteration 166Q: 3 clusters Score -3425797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3425791.750000 Penalty: 5023.304688
	Iteration 167Q: 3 clusters Score -3425792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3425807.000000 Penalty: 5023.304688
	Iteration 168Q: 3 clusters Score -3425807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3425812.000000 Penalty: 5023.304688
	Iteration 169Q: 3 clusters Score -3425812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3425817.000000 Penalty: 5023.304688
	Iteration 170Q: 3 clusters Score -3425817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3425820.250000 Penalty: 5023.304688
	Iteration 171Q: 3 clusters Score -3425820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3425830.000000 Penalty: 5023.304688
	Iteration 172Q: 3 clusters Score -3425830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3425830.500000 Penalty: 5023.304688
	Iteration 173Q: 3 clusters Score -3425830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3425833.000000 Penalty: 5023.304688
	Iteration 174Q: 3 clusters Score -3425833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3425833.750000 Penalty: 5023.304688
	Iteration 175Q: 3 clusters Score -3425834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3425836.000000 Penalty: 5023.304688
	Iteration 176Q: 3 clusters Score -3425836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3425836.250000 Penalty: 5023.304688
	Iteration 177Q: 3 clusters Score -3425836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3425835.500000 Penalty: 5023.304688
	Iteration 178Q: 3 clusters Score -3425836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3425840.250000 Penalty: 5023.304688
	Iteration 179Q: 3 clusters Score -3425840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3425840.250000 Penalty: 5023.304688
	Iteration 180F: 3 clusters Score -3425840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1279221.750000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -1279222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1271498.500000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -1271498 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1273728.875000 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -1273729 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1274062.750000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -1274063 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1274308.125000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -1274308 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1274512.375000 Penalty: 4571.641113
	Iteration 4Q: 3 clusters Score -1274512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1274665.625000 Penalty: 4571.641113
	Iteration 5Q: 3 clusters Score -1274666 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1274810.625000 Penalty: 4571.641113
	Iteration 6Q: 3 clusters Score -1274811 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1274934.250000 Penalty: 4571.641113
	Iteration 7Q: 3 clusters Score -1274934 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1275089.875000 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -1275090 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1275274.000000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -1275274 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1275464.500000 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -1275464 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1275670.500000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -1275670 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1275872.125000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -1275872 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1276054.375000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -1276054 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1276222.875000 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -1276223 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1276387.625000 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -1276388 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1276532.500000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -1276532 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1276663.250000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -1276663 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1276769.250000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -1276769 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1276883.750000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -1276884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1276966.000000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -1276966 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1277051.625000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -1277052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1277114.625000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -1277115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1277165.125000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -1277165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1277207.125000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -1277207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1277240.500000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -1277240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1277254.125000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -1277254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1277267.875000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -1277268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1277283.625000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -1277284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1277294.875000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -1277295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1277306.375000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -1277306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1277314.125000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -1277314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1277320.625000 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -1277321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1277322.000000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -1277322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1277329.250000 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -1277329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1277331.875000 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -1277332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1277339.000000 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -1277339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1277342.250000 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -1277342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1277350.000000 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -1277350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1277351.000000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -1277351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1277356.875000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -1277357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1277367.250000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -1277367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1277374.000000 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -1277374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1277377.750000 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -1277378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1277382.250000 Penalty: 4571.641113
	Iteration 44Q: 3 clusters Score -1277382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1277386.875000 Penalty: 4571.641113
	Iteration 45Q: 3 clusters Score -1277387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1277387.625000 Penalty: 4571.641113
	Iteration 46Q: 3 clusters Score -1277388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1277388.625000 Penalty: 4571.641113
	Iteration 47Q: 3 clusters Score -1277389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1277388.625000 Penalty: 4571.641113
	Iteration 48F: 3 clusters Score -1277389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183344 members 
Entering Unmasked Estep 
Score: -24793368.000000 Penalty: 3005.541748
	Iteration 0F: 2 clusters Score -2.479337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -24678342.000000 Penalty: 6011.083496
	Iteration 0F: 3 clusters Score -2.467834e+07 nChanged 88045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -24731268.000000 Penalty: 6011.083496
	Iteration 1F: 3 clusters Score -2.473127e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -24734976.000000 Penalty: 6011.083496
	Iteration 2Q: 3 clusters Score -2.473498e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -24741966.000000 Penalty: 6011.083496
	Iteration 3F: 3 clusters Score -2.474197e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 138481 members 
Entering Unmasked Estep 
Score: -24754018.000000 Penalty: 6011.083496
	Iteration 4F: 3 clusters Score -2.475402e+07 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -24770132.000000 Penalty: 6011.083496
	Iteration 5F: 3 clusters Score -2.477013e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -24783898.000000 Penalty: 6011.083496
	Iteration 6F: 3 clusters Score -2.47839e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -24789776.000000 Penalty: 6011.083496
	Iteration 7Q: 3 clusters Score -2.478978e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -24790870.000000 Penalty: 6011.083496
	Iteration 8Q: 3 clusters Score -2.479087e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 181934 members 
Entering Unmasked Estep 
Score: -24791072.000000 Penalty: 6011.083496
	Iteration 9Q: 3 clusters Score -2.479107e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -24791072.000000 Penalty: 6011.083496
	Iteration 10Q: 3 clusters Score -2.479107e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 182623 members 
Entering Unmasked Estep 
Score: -24791090.000000 Penalty: 6011.083496
	Iteration 11Q: 3 clusters Score -2.479109e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 182720 members 
Entering Unmasked Estep 
Score: -24791096.000000 Penalty: 6011.083496
	Iteration 12Q: 3 clusters Score -2.47911e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 182778 members 
Entering Unmasked Estep 
Score: -24791108.000000 Penalty: 6011.083496
	Iteration 13Q: 3 clusters Score -2.479111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -24791148.000000 Penalty: 6011.083496
	Iteration 14Q: 3 clusters Score -2.479115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 182815 members 
Entering Unmasked Estep 
Score: -24791164.000000 Penalty: 6011.083496
	Iteration 15Q: 3 clusters Score -2.479116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 182829 members 
Entering Unmasked Estep 
Score: -24791176.000000 Penalty: 6011.083496
	Iteration 16Q: 3 clusters Score -2.479118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 182850 members 
Entering Unmasked Estep 
Score: -24791174.000000 Penalty: 6011.083496
	Iteration 17Q: 3 clusters Score -2.479117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -24791154.000000 Penalty: 6011.083496
	Iteration 18Q: 3 clusters Score -2.479115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 182864 members 
Entering Unmasked Estep 
Score: -24791182.000000 Penalty: 6011.083496
	Iteration 19Q: 3 clusters Score -2.479118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 182869 members 
Entering Unmasked Estep 
Score: -24791166.000000 Penalty: 6011.083496
	Iteration 20F: 3 clusters Score -2.479117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -24791196.000000 Penalty: 6011.083496
	Iteration 21Q: 3 clusters Score -2.47912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 182872 members 
Entering Unmasked Estep 
Score: -24791188.000000 Penalty: 6011.083496
	Iteration 22Q: 3 clusters Score -2.479119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182871 members 
Entering Unmasked Estep 
Score: -24791190.000000 Penalty: 6011.083496
	Iteration 23Q: 3 clusters Score -2.479119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 182874 members 
Entering Unmasked Estep 
Score: -24791196.000000 Penalty: 6011.083496
	Iteration 24Q: 3 clusters Score -2.47912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -24791190.000000 Penalty: 6011.083496
	Iteration 25Q: 3 clusters Score -2.479119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 182874 members 
Entering Unmasked Estep 
Score: -24791208.000000 Penalty: 6011.083496
	Iteration 26Q: 3 clusters Score -2.479121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -24791208.000000 Penalty: 6011.083496
	Iteration 27Q: 3 clusters Score -2.479121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -24791206.000000 Penalty: 6011.083496
	Iteration 28Q: 3 clusters Score -2.479121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -24791206.000000 Penalty: 6011.083496
	Iteration 29F: 3 clusters Score -2.479121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Entering Unmasked Estep 
Score: -4421241.000000 Penalty: 2575.966797
	Iteration 0F: 2 clusters Score -4421241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4399241.500000 Penalty: 5151.933594
	Iteration 0F: 3 clusters Score -4399242 nChanged 14559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4407120.000000 Penalty: 5151.933594
	Iteration 1F: 3 clusters Score -4407120 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4407535.500000 Penalty: 5151.933594
	Iteration 2Q: 3 clusters Score -4407536 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4407899.500000 Penalty: 5151.933594
	Iteration 3Q: 3 clusters Score -4407900 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4408202.500000 Penalty: 5151.933594
	Iteration 4Q: 3 clusters Score -4408202 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4408561.500000 Penalty: 5151.933594
	Iteration 5Q: 3 clusters Score -4408562 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4409034.500000 Penalty: 5151.933594
	Iteration 6Q: 3 clusters Score -4409034 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4409669.500000 Penalty: 5151.933594
	Iteration 7Q: 3 clusters Score -4409670 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4410456.500000 Penalty: 5151.933594
	Iteration 8Q: 3 clusters Score -4410456 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4411514.000000 Penalty: 5151.933594
	Iteration 9F: 3 clusters Score -4411514 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4412955.500000 Penalty: 5151.933594
	Iteration 10F: 3 clusters Score -4412956 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4414634.000000 Penalty: 5151.933594
	Iteration 11F: 3 clusters Score -4414634 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4416089.500000 Penalty: 5151.933594
	Iteration 12F: 3 clusters Score -4416090 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4416933.000000 Penalty: 5151.933594
	Iteration 13Q: 3 clusters Score -4416933 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4417290.500000 Penalty: 5151.933594
	Iteration 14Q: 3 clusters Score -4417290 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4417474.500000 Penalty: 5151.933594
	Iteration 15Q: 3 clusters Score -4417474 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4417603.500000 Penalty: 5151.933594
	Iteration 16Q: 3 clusters Score -4417604 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -4417704.500000 Penalty: 5151.933594
	Iteration 17Q: 3 clusters Score -4417704 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4417773.000000 Penalty: 5151.933594
	Iteration 18Q: 3 clusters Score -4417773 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4417872.000000 Penalty: 5151.933594
	Iteration 19Q: 3 clusters Score -4417872 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4417902.500000 Penalty: 5151.933594
	Iteration 20F: 3 clusters Score -4417902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4417956.000000 Penalty: 5151.933594
	Iteration 21Q: 3 clusters Score -4417956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4417994.500000 Penalty: 5151.933594
	Iteration 22Q: 3 clusters Score -4417994 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4418033.500000 Penalty: 5151.933594
	Iteration 23Q: 3 clusters Score -4418034 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -4418073.000000 Penalty: 5151.933594
	Iteration 24Q: 3 clusters Score -4418073 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -4418102.500000 Penalty: 5151.933594
	Iteration 25Q: 3 clusters Score -4418102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4418152.500000 Penalty: 5151.933594
	Iteration 26Q: 3 clusters Score -4418152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4418185.500000 Penalty: 5151.933594
	Iteration 27Q: 3 clusters Score -4418186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4418204.000000 Penalty: 5151.933594
	Iteration 28Q: 3 clusters Score -4418204 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -4418241.500000 Penalty: 5151.933594
	Iteration 29Q: 3 clusters Score -4418242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4418264.500000 Penalty: 5151.933594
	Iteration 30Q: 3 clusters Score -4418264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -4418274.000000 Penalty: 5151.933594
	Iteration 31Q: 3 clusters Score -4418274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4418285.000000 Penalty: 5151.933594
	Iteration 32Q: 3 clusters Score -4418285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4418294.000000 Penalty: 5151.933594
	Iteration 33Q: 3 clusters Score -4418294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4418315.500000 Penalty: 5151.933594
	Iteration 34Q: 3 clusters Score -4418316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4418330.000000 Penalty: 5151.933594
	Iteration 35Q: 3 clusters Score -4418330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4418336.500000 Penalty: 5151.933594
	Iteration 36Q: 3 clusters Score -4418336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4418358.500000 Penalty: 5151.933594
	Iteration 37Q: 3 clusters Score -4418358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4418350.000000 Penalty: 5151.933594
	Iteration 38Q: 3 clusters Score -4418350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -4418361.000000 Penalty: 5151.933594
	Iteration 39Q: 3 clusters Score -4418361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4418366.500000 Penalty: 5151.933594
	Iteration 40F: 3 clusters Score -4418366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4418367.000000 Penalty: 5151.933594
	Iteration 41Q: 3 clusters Score -4418367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4418368.500000 Penalty: 5151.933594
	Iteration 42Q: 3 clusters Score -4418368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4418372.500000 Penalty: 5151.933594
	Iteration 43Q: 3 clusters Score -4418372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -4418379.500000 Penalty: 5151.933594
	Iteration 44Q: 3 clusters Score -4418380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -4418386.500000 Penalty: 5151.933594
	Iteration 45Q: 3 clusters Score -4418386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4418387.500000 Penalty: 5151.933594
	Iteration 46Q: 3 clusters Score -4418388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4418376.000000 Penalty: 5151.933594
	Iteration 47Q: 3 clusters Score -4418376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4418391.500000 Penalty: 5151.933594
	Iteration 48Q: 3 clusters Score -4418392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4418406.000000 Penalty: 5151.933594
	Iteration 49Q: 3 clusters Score -4418406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4418409.500000 Penalty: 5151.933594
	Iteration 50Q: 3 clusters Score -4418410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4418422.500000 Penalty: 5151.933594
	Iteration 51Q: 3 clusters Score -4418422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4418433.500000 Penalty: 5151.933594
	Iteration 52Q: 3 clusters Score -4418434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -4418434.000000 Penalty: 5151.933594
	Iteration 53Q: 3 clusters Score -4418434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4418426.000000 Penalty: 5151.933594
	Iteration 54Q: 3 clusters Score -4418426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4418435.000000 Penalty: 5151.933594
	Iteration 55Q: 3 clusters Score -4418435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4418431.000000 Penalty: 5151.933594
	Iteration 56Q: 3 clusters Score -4418431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4418439.500000 Penalty: 5151.933594
	Iteration 57Q: 3 clusters Score -4418440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4418446.500000 Penalty: 5151.933594
	Iteration 58Q: 3 clusters Score -4418446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4418455.000000 Penalty: 5151.933594
	Iteration 59Q: 3 clusters Score -4418455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4418446.000000 Penalty: 5151.933594
	Iteration 60F: 3 clusters Score -4418446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4418453.000000 Penalty: 5151.933594
	Iteration 61Q: 3 clusters Score -4418453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4418452.500000 Penalty: 5151.933594
	Iteration 62Q: 3 clusters Score -4418452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4418462.000000 Penalty: 5151.933594
	Iteration 63Q: 3 clusters Score -4418462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4418465.000000 Penalty: 5151.933594
	Iteration 64Q: 3 clusters Score -4418465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4418467.000000 Penalty: 5151.933594
	Iteration 65Q: 3 clusters Score -4418467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4418466.500000 Penalty: 5151.933594
	Iteration 66Q: 3 clusters Score -4418466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4418461.000000 Penalty: 5151.933594
	Iteration 67Q: 3 clusters Score -4418461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4418464.500000 Penalty: 5151.933594
	Iteration 68Q: 3 clusters Score -4418464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4418470.000000 Penalty: 5151.933594
	Iteration 69Q: 3 clusters Score -4418470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -4418492.000000 Penalty: 5151.933594
	Iteration 70Q: 3 clusters Score -4418492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4418502.000000 Penalty: 5151.933594
	Iteration 71Q: 3 clusters Score -4418502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4418516.000000 Penalty: 5151.933594
	Iteration 72Q: 3 clusters Score -4418516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -4418519.000000 Penalty: 5151.933594
	Iteration 73Q: 3 clusters Score -4418519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4418543.500000 Penalty: 5151.933594
	Iteration 74Q: 3 clusters Score -4418544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -4418565.000000 Penalty: 5151.933594
	Iteration 75Q: 3 clusters Score -4418565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4418564.000000 Penalty: 5151.933594
	Iteration 76Q: 3 clusters Score -4418564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4418589.000000 Penalty: 5151.933594
	Iteration 77Q: 3 clusters Score -4418589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4418600.500000 Penalty: 5151.933594
	Iteration 78Q: 3 clusters Score -4418600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4418602.000000 Penalty: 5151.933594
	Iteration 79Q: 3 clusters Score -4418602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4418602.500000 Penalty: 5151.933594
	Iteration 80F: 3 clusters Score -4418602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4418623.500000 Penalty: 5151.933594
	Iteration 81Q: 3 clusters Score -4418624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4418629.500000 Penalty: 5151.933594
	Iteration 82Q: 3 clusters Score -4418630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4418632.500000 Penalty: 5151.933594
	Iteration 83Q: 3 clusters Score -4418632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4418632.500000 Penalty: 5151.933594
	Iteration 84Q: 3 clusters Score -4418632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -4418636.500000 Penalty: 5151.933594
	Iteration 85Q: 3 clusters Score -4418636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4418638.000000 Penalty: 5151.933594
	Iteration 86Q: 3 clusters Score -4418638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4418649.500000 Penalty: 5151.933594
	Iteration 87Q: 3 clusters Score -4418650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -4418645.000000 Penalty: 5151.933594
	Iteration 88Q: 3 clusters Score -4418645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4418653.500000 Penalty: 5151.933594
	Iteration 89Q: 3 clusters Score -4418654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4418650.500000 Penalty: 5151.933594
	Iteration 90Q: 3 clusters Score -4418650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -4418657.000000 Penalty: 5151.933594
	Iteration 91Q: 3 clusters Score -4418657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4418662.500000 Penalty: 5151.933594
	Iteration 92Q: 3 clusters Score -4418662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4418669.500000 Penalty: 5151.933594
	Iteration 93Q: 3 clusters Score -4418670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -4418668.000000 Penalty: 5151.933594
	Iteration 94Q: 3 clusters Score -4418668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4418674.000000 Penalty: 5151.933594
	Iteration 95Q: 3 clusters Score -4418674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4418678.500000 Penalty: 5151.933594
	Iteration 96Q: 3 clusters Score -4418678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4418680.500000 Penalty: 5151.933594
	Iteration 97Q: 3 clusters Score -4418680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4418678.500000 Penalty: 5151.933594
	Iteration 98Q: 3 clusters Score -4418678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4418675.500000 Penalty: 5151.933594
	Iteration 99Q: 3 clusters Score -4418676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4418680.000000 Penalty: 5151.933594
	Iteration 100F: 3 clusters Score -4418680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4418683.000000 Penalty: 5151.933594
	Iteration 101Q: 3 clusters Score -4418683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4418679.000000 Penalty: 5151.933594
	Iteration 102Q: 3 clusters Score -4418679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4418679.000000 Penalty: 5151.933594
	Iteration 103Q: 3 clusters Score -4418679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4418678.000000 Penalty: 5151.933594
	Iteration 104Q: 3 clusters Score -4418678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4418684.000000 Penalty: 5151.933594
	Iteration 105Q: 3 clusters Score -4418684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4418682.500000 Penalty: 5151.933594
	Iteration 106Q: 3 clusters Score -4418682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4418693.000000 Penalty: 5151.933594
	Iteration 107Q: 3 clusters Score -4418693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4418696.500000 Penalty: 5151.933594
	Iteration 108Q: 3 clusters Score -4418696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4418693.000000 Penalty: 5151.933594
	Iteration 109Q: 3 clusters Score -4418693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4418696.500000 Penalty: 5151.933594
	Iteration 110Q: 3 clusters Score -4418696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4418703.500000 Penalty: 5151.933594
	Iteration 111Q: 3 clusters Score -4418704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4418701.000000 Penalty: 5151.933594
	Iteration 112Q: 3 clusters Score -4418701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4418704.000000 Penalty: 5151.933594
	Iteration 113Q: 3 clusters Score -4418704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4418707.000000 Penalty: 5151.933594
	Iteration 114Q: 3 clusters Score -4418707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4418706.000000 Penalty: 5151.933594
	Iteration 115Q: 3 clusters Score -4418706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4418706.500000 Penalty: 5151.933594
	Iteration 116Q: 3 clusters Score -4418706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4418704.500000 Penalty: 5151.933594
	Iteration 117Q: 3 clusters Score -4418704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4418707.500000 Penalty: 5151.933594
	Iteration 118Q: 3 clusters Score -4418708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4418710.000000 Penalty: 5151.933594
	Iteration 119Q: 3 clusters Score -4418710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4418708.000000 Penalty: 5151.933594
	Iteration 120F: 3 clusters Score -4418708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4418709.000000 Penalty: 5151.933594
	Iteration 121Q: 3 clusters Score -4418709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4418710.000000 Penalty: 5151.933594
	Iteration 122Q: 3 clusters Score -4418710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4418712.500000 Penalty: 5151.933594
	Iteration 123Q: 3 clusters Score -4418712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4418712.500000 Penalty: 5151.933594
	Iteration 124F: 3 clusters Score -4418712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -412149.187500 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -412149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -408945.687500 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -408945.7 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -409528.968750 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -409529 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -409645.062500 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -409645.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -409717.656250 Penalty: 3966.507080
	Iteration 3Q: 3 clusters Score -409717.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -409773.000000 Penalty: 3966.507080
	Iteration 4Q: 3 clusters Score -409773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -409809.531250 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -409809.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -409834.906250 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -409834.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -409856.437500 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -409856.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -409876.437500 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -409876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -409894.875000 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -409894.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -409911.062500 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -409911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -409924.937500 Penalty: 3966.507080
	Iteration 11Q: 3 clusters Score -409924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -409938.531250 Penalty: 3966.507080
	Iteration 12Q: 3 clusters Score -409938.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -409948.406250 Penalty: 3966.507080
	Iteration 13Q: 3 clusters Score -409948.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -409965.343750 Penalty: 3966.507080
	Iteration 14Q: 3 clusters Score -409965.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -409977.562500 Penalty: 3966.507080
	Iteration 15Q: 3 clusters Score -409977.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -409986.406250 Penalty: 3966.507080
	Iteration 16Q: 3 clusters Score -409986.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -409990.562500 Penalty: 3966.507080
	Iteration 17Q: 3 clusters Score -409990.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -409995.875000 Penalty: 3966.507080
	Iteration 18Q: 3 clusters Score -409995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -410000.281250 Penalty: 3966.507080
	Iteration 19Q: 3 clusters Score -410000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -410004.406250 Penalty: 3966.507080
	Iteration 20F: 3 clusters Score -410004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -410006.875000 Penalty: 3966.507080
	Iteration 21Q: 3 clusters Score -410006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410009.875000 Penalty: 3966.507080
	Iteration 22Q: 3 clusters Score -410009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -410012.125000 Penalty: 3966.507080
	Iteration 23Q: 3 clusters Score -410012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -410014.312500 Penalty: 3966.507080
	Iteration 24Q: 3 clusters Score -410014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -410016.093750 Penalty: 3966.507080
	Iteration 25Q: 3 clusters Score -410016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -410019.125000 Penalty: 3966.507080
	Iteration 26Q: 3 clusters Score -410019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -410022.187500 Penalty: 3966.507080
	Iteration 27Q: 3 clusters Score -410022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -410025.406250 Penalty: 3966.507080
	Iteration 28Q: 3 clusters Score -410025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -410027.906250 Penalty: 3966.507080
	Iteration 29Q: 3 clusters Score -410027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -410029.687500 Penalty: 3966.507080
	Iteration 30Q: 3 clusters Score -410029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -410029.875000 Penalty: 3966.507080
	Iteration 31Q: 3 clusters Score -410029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -410030.375000 Penalty: 3966.507080
	Iteration 32Q: 3 clusters Score -410030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -410032.062500 Penalty: 3966.507080
	Iteration 33Q: 3 clusters Score -410032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -410032.062500 Penalty: 3966.507080
	Iteration 34F: 3 clusters Score -410032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -41716.531250 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -41716.53 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 177 members 
Entering Unmasked Estep 
Score: -40384.992188 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -40384.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40698.820312 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -40698.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41121.808594 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -41121.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41624.511719 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -41624.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -41874.984375 Penalty: 2942.393555
	Iteration 4F: 3 clusters Score -41874.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -42084.113281 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -42084.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -42524.019531 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -42524.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -42571.816406 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -42571.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -42576.644531 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -42576.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -42576.644531 Penalty: 2942.393555
	Iteration 9F: 3 clusters Score -42576.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180410 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67867 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183344 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 50006 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 54 members 
Entering Unmasked Estep 
Score: -126426304.000000 Penalty: 95627.414062
Splitting cluster 17 changes total score from -126427296.000000 to -126426304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (50006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Entering Unmasked Estep 
Score: -6817999.000000 Penalty: 2683.334961
	Iteration 0F: 2 clusters Score -6817999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6784136.000000 Penalty: 5366.669922
	Iteration 0F: 3 clusters Score -6784136 nChanged 23191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -6796863.500000 Penalty: 5366.669922
	Iteration 1F: 3 clusters Score -6796864 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -6797417.000000 Penalty: 5366.669922
	Iteration 2Q: 3 clusters Score -6797417 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -6797975.500000 Penalty: 5366.669922
	Iteration 3Q: 3 clusters Score -6797976 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -6798718.500000 Penalty: 5366.669922
	Iteration 4Q: 3 clusters Score -6798718 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -6799495.000000 Penalty: 5366.669922
	Iteration 5Q: 3 clusters Score -6799495 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -6800593.000000 Penalty: 5366.669922
	Iteration 6Q: 3 clusters Score -6800593 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -6802086.000000 Penalty: 5366.669922
	Iteration 7F: 3 clusters Score -6802086 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6803949.000000 Penalty: 5366.669922
	Iteration 8F: 3 clusters Score -6803949 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -6806183.000000 Penalty: 5366.669922
	Iteration 9F: 3 clusters Score -6806183 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -6808438.000000 Penalty: 5366.669922
	Iteration 10F: 3 clusters Score -6808438 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -6810236.000000 Penalty: 5366.669922
	Iteration 11Q: 3 clusters Score -6810236 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -6811370.500000 Penalty: 5366.669922
	Iteration 12Q: 3 clusters Score -6811370 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -6812046.500000 Penalty: 5366.669922
	Iteration 13Q: 3 clusters Score -6812046 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6812555.000000 Penalty: 5366.669922
	Iteration 14Q: 3 clusters Score -6812555 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -6812909.000000 Penalty: 5366.669922
	Iteration 15Q: 3 clusters Score -6812909 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -6813226.500000 Penalty: 5366.669922
	Iteration 16Q: 3 clusters Score -6813226 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -6813492.500000 Penalty: 5366.669922
	Iteration 17Q: 3 clusters Score -6813492 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6813753.000000 Penalty: 5366.669922
	Iteration 18Q: 3 clusters Score -6813753 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6814003.000000 Penalty: 5366.669922
	Iteration 19Q: 3 clusters Score -6814003 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6814258.500000 Penalty: 5366.669922
	Iteration 20F: 3 clusters Score -6814258 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6814570.000000 Penalty: 5366.669922
	Iteration 21Q: 3 clusters Score -6814570 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6814822.000000 Penalty: 5366.669922
	Iteration 22Q: 3 clusters Score -6814822 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6815035.500000 Penalty: 5366.669922
	Iteration 23Q: 3 clusters Score -6815036 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6815188.000000 Penalty: 5366.669922
	Iteration 24Q: 3 clusters Score -6815188 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6815326.500000 Penalty: 5366.669922
	Iteration 25Q: 3 clusters Score -6815326 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6815430.500000 Penalty: 5366.669922
	Iteration 26Q: 3 clusters Score -6815430 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6815521.500000 Penalty: 5366.669922
	Iteration 27Q: 3 clusters Score -6815522 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6815599.500000 Penalty: 5366.669922
	Iteration 28Q: 3 clusters Score -6815600 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6815645.000000 Penalty: 5366.669922
	Iteration 29Q: 3 clusters Score -6815645 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6815702.000000 Penalty: 5366.669922
	Iteration 30Q: 3 clusters Score -6815702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6815737.500000 Penalty: 5366.669922
	Iteration 31Q: 3 clusters Score -6815738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6815740.000000 Penalty: 5366.669922
	Iteration 32Q: 3 clusters Score -6815740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6815782.500000 Penalty: 5366.669922
	Iteration 33Q: 3 clusters Score -6815782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6815810.500000 Penalty: 5366.669922
	Iteration 34Q: 3 clusters Score -6815810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6815812.500000 Penalty: 5366.669922
	Iteration 35Q: 3 clusters Score -6815812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6815833.000000 Penalty: 5366.669922
	Iteration 36Q: 3 clusters Score -6815833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6815852.000000 Penalty: 5366.669922
	Iteration 37Q: 3 clusters Score -6815852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6815865.500000 Penalty: 5366.669922
	Iteration 38Q: 3 clusters Score -6815866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6815877.500000 Penalty: 5366.669922
	Iteration 39Q: 3 clusters Score -6815878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6815899.000000 Penalty: 5366.669922
	Iteration 40F: 3 clusters Score -6815899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6815909.500000 Penalty: 5366.669922
	Iteration 41Q: 3 clusters Score -6815910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6815904.000000 Penalty: 5366.669922
	Iteration 42Q: 3 clusters Score -6815904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6815911.000000 Penalty: 5366.669922
	Iteration 43Q: 3 clusters Score -6815911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6815911.500000 Penalty: 5366.669922
	Iteration 44Q: 3 clusters Score -6815912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6815920.000000 Penalty: 5366.669922
	Iteration 45Q: 3 clusters Score -6815920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6815924.000000 Penalty: 5366.669922
	Iteration 46Q: 3 clusters Score -6815924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6815912.000000 Penalty: 5366.669922
	Iteration 47Q: 3 clusters Score -6815912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6815920.000000 Penalty: 5366.669922
	Iteration 48Q: 3 clusters Score -6815920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6815915.500000 Penalty: 5366.669922
	Iteration 49Q: 3 clusters Score -6815916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6815922.500000 Penalty: 5366.669922
	Iteration 50Q: 3 clusters Score -6815922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6815922.500000 Penalty: 5366.669922
	Iteration 51Q: 3 clusters Score -6815922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6815920.000000 Penalty: 5366.669922
	Iteration 52Q: 3 clusters Score -6815920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6815925.000000 Penalty: 5366.669922
	Iteration 53Q: 3 clusters Score -6815925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6815930.500000 Penalty: 5366.669922
	Iteration 54Q: 3 clusters Score -6815930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6815925.000000 Penalty: 5366.669922
	Iteration 55Q: 3 clusters Score -6815925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6815925.000000 Penalty: 5366.669922
	Iteration 56F: 3 clusters Score -6815925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -270722.562500 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -270722.6 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 1080 members 
Entering Unmasked Estep 
Score: -268016.750000 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -268016.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268513.750000 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -268513.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -268655.281250 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -268655.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -268721.468750 Penalty: 3795.191406
	Iteration 3Q: 3 clusters Score -268721.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -268772.625000 Penalty: 3795.191406
	Iteration 4Q: 3 clusters Score -268772.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268818.781250 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -268818.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -268855.281250 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -268855.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -268878.343750 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -268878.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -268893.625000 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -268893.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -268908.812500 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -268908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -268926.656250 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -268926.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -268939.500000 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -268939.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -268944.156250 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -268944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -268950.625000 Penalty: 3795.191406
	Iteration 13Q: 3 clusters Score -268950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -268960.468750 Penalty: 3795.191406
	Iteration 14Q: 3 clusters Score -268960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -268970.406250 Penalty: 3795.191406
	Iteration 15Q: 3 clusters Score -268970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -268978.218750 Penalty: 3795.191406
	Iteration 16Q: 3 clusters Score -268978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -268990.656250 Penalty: 3795.191406
	Iteration 17Q: 3 clusters Score -268990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -268996.718750 Penalty: 3795.191406
	Iteration 18Q: 3 clusters Score -268996.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -269004.593750 Penalty: 3795.191406
	Iteration 19Q: 3 clusters Score -269004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -269015.593750 Penalty: 3795.191406
	Iteration 20F: 3 clusters Score -269015.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -269027.375000 Penalty: 3795.191406
	Iteration 21Q: 3 clusters Score -269027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -269036.250000 Penalty: 3795.191406
	Iteration 22Q: 3 clusters Score -269036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -269043.093750 Penalty: 3795.191406
	Iteration 23Q: 3 clusters Score -269043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -269047.718750 Penalty: 3795.191406
	Iteration 24Q: 3 clusters Score -269047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -269049.656250 Penalty: 3795.191406
	Iteration 25Q: 3 clusters Score -269049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -269052.031250 Penalty: 3795.191406
	Iteration 26Q: 3 clusters Score -269052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -269053.750000 Penalty: 3795.191406
	Iteration 27Q: 3 clusters Score -269053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -269053.750000 Penalty: 3795.191406
	Iteration 28F: 3 clusters Score -269053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -800561.125000 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -800561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -795289.312500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -795289.3 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -796679.437500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -796679.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -797006.750000 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -797006.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -797232.187500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -797232.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -797434.875000 Penalty: 4332.740723
	Iteration 4Q: 3 clusters Score -797434.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -797566.937500 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -797566.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -797690.625000 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -797690.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -797792.312500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -797792.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -797868.250000 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -797868.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -797929.062500 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -797929.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -797987.000000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -797987 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -798062.187500 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -798062.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -798117.250000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -798117.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -798162.500000 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -798162.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -798198.375000 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -798198.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -798230.500000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -798230.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -798260.875000 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -798260.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -798289.062500 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -798289.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -798321.375000 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -798321.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -798358.000000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -798358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -798396.312500 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -798396.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -798432.812500 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -798432.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -798464.062500 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -798464.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -798497.687500 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -798497.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -798531.000000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -798531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -798560.125000 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -798560.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -798591.250000 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -798591.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -798617.812500 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -798617.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -798636.625000 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -798636.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -798661.125000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -798661.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -798684.125000 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -798684.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -798711.375000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -798711.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -798738.875000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -798738.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -798765.250000 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -798765.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -798787.812500 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -798787.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -798802.875000 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -798802.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -798817.062500 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -798817.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -798831.187500 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -798831.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -798850.187500 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -798850.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -798867.500000 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -798867.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -798882.687500 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -798882.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -798897.687500 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -798897.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -798913.187500 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -798913.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -798925.937500 Penalty: 4332.740723
	Iteration 43Q: 3 clusters Score -798925.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -798935.375000 Penalty: 4332.740723
	Iteration 44Q: 3 clusters Score -798935.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -798951.500000 Penalty: 4332.740723
	Iteration 45Q: 3 clusters Score -798951.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -798970.750000 Penalty: 4332.740723
	Iteration 46Q: 3 clusters Score -798970.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -798992.250000 Penalty: 4332.740723
	Iteration 47Q: 3 clusters Score -798992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -799004.875000 Penalty: 4332.740723
	Iteration 48Q: 3 clusters Score -799004.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -799015.875000 Penalty: 4332.740723
	Iteration 49Q: 3 clusters Score -799015.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -799027.437500 Penalty: 4332.740723
	Iteration 50Q: 3 clusters Score -799027.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -799044.062500 Penalty: 4332.740723
	Iteration 51Q: 3 clusters Score -799044.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -799058.250000 Penalty: 4332.740723
	Iteration 52Q: 3 clusters Score -799058.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -799074.125000 Penalty: 4332.740723
	Iteration 53Q: 3 clusters Score -799074.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -799083.062500 Penalty: 4332.740723
	Iteration 54Q: 3 clusters Score -799083.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -799090.000000 Penalty: 4332.740723
	Iteration 55Q: 3 clusters Score -799090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -799099.750000 Penalty: 4332.740723
	Iteration 56Q: 3 clusters Score -799099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -799106.375000 Penalty: 4332.740723
	Iteration 57Q: 3 clusters Score -799106.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -799107.500000 Penalty: 4332.740723
	Iteration 58Q: 3 clusters Score -799107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -799112.875000 Penalty: 4332.740723
	Iteration 59Q: 3 clusters Score -799112.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -799115.500000 Penalty: 4332.740723
	Iteration 60F: 3 clusters Score -799115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -799116.187500 Penalty: 4332.740723
	Iteration 61Q: 3 clusters Score -799116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -799118.062500 Penalty: 4332.740723
	Iteration 62Q: 3 clusters Score -799118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -799121.750000 Penalty: 4332.740723
	Iteration 63Q: 3 clusters Score -799121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -799123.875000 Penalty: 4332.740723
	Iteration 64Q: 3 clusters Score -799123.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -799131.125000 Penalty: 4332.740723
	Iteration 65Q: 3 clusters Score -799131.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -799141.875000 Penalty: 4332.740723
	Iteration 66Q: 3 clusters Score -799141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -799147.437500 Penalty: 4332.740723
	Iteration 67Q: 3 clusters Score -799147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -799153.375000 Penalty: 4332.740723
	Iteration 68Q: 3 clusters Score -799153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -799156.062500 Penalty: 4332.740723
	Iteration 69Q: 3 clusters Score -799156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -799155.187500 Penalty: 4332.740723
	Iteration 70Q: 3 clusters Score -799155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -799154.625000 Penalty: 4332.740723
	Iteration 71Q: 3 clusters Score -799154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -799154.625000 Penalty: 4332.740723
	Iteration 72F: 3 clusters Score -799154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Entering Unmasked Estep 
Score: -1404174.750000 Penalty: 2326.783203
	Iteration 0F: 2 clusters Score -1404175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1395262.625000 Penalty: 4653.566406
	Iteration 0F: 3 clusters Score -1395263 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1398016.625000 Penalty: 4653.566406
	Iteration 1F: 3 clusters Score -1398017 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1398440.875000 Penalty: 4653.566406
	Iteration 2F: 3 clusters Score -1398441 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1398796.125000 Penalty: 4653.566406
	Iteration 3F: 3 clusters Score -1398796 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1399199.750000 Penalty: 4653.566406
	Iteration 4F: 3 clusters Score -1399200 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1399742.500000 Penalty: 4653.566406
	Iteration 5F: 3 clusters Score -1399742 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1400300.750000 Penalty: 4653.566406
	Iteration 6F: 3 clusters Score -1400301 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1400832.375000 Penalty: 4653.566406
	Iteration 7F: 3 clusters Score -1400832 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1401322.125000 Penalty: 4653.566406
	Iteration 8F: 3 clusters Score -1401322 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1401737.250000 Penalty: 4653.566406
	Iteration 9Q: 3 clusters Score -1401737 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1402073.375000 Penalty: 4653.566406
	Iteration 10Q: 3 clusters Score -1402073 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1402340.250000 Penalty: 4653.566406
	Iteration 11Q: 3 clusters Score -1402340 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1402554.125000 Penalty: 4653.566406
	Iteration 12Q: 3 clusters Score -1402554 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1402687.625000 Penalty: 4653.566406
	Iteration 13Q: 3 clusters Score -1402688 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1402773.625000 Penalty: 4653.566406
	Iteration 14Q: 3 clusters Score -1402774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1402835.750000 Penalty: 4653.566406
	Iteration 15Q: 3 clusters Score -1402836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1402874.875000 Penalty: 4653.566406
	Iteration 16Q: 3 clusters Score -1402875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1402905.000000 Penalty: 4653.566406
	Iteration 17Q: 3 clusters Score -1402905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1402936.125000 Penalty: 4653.566406
	Iteration 18Q: 3 clusters Score -1402936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1402956.750000 Penalty: 4653.566406
	Iteration 19Q: 3 clusters Score -1402957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1402964.875000 Penalty: 4653.566406
	Iteration 20F: 3 clusters Score -1402965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1402978.750000 Penalty: 4653.566406
	Iteration 21Q: 3 clusters Score -1402979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1402989.000000 Penalty: 4653.566406
	Iteration 22Q: 3 clusters Score -1402989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1402992.875000 Penalty: 4653.566406
	Iteration 23Q: 3 clusters Score -1402993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1402996.750000 Penalty: 4653.566406
	Iteration 24Q: 3 clusters Score -1402997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1402999.000000 Penalty: 4653.566406
	Iteration 25Q: 3 clusters Score -1402999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1403001.125000 Penalty: 4653.566406
	Iteration 26Q: 3 clusters Score -1403001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1403003.500000 Penalty: 4653.566406
	Iteration 27Q: 3 clusters Score -1403004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1403007.375000 Penalty: 4653.566406
	Iteration 28Q: 3 clusters Score -1403007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1403004.375000 Penalty: 4653.566406
	Iteration 29Q: 3 clusters Score -1403004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1403005.750000 Penalty: 4653.566406
	Iteration 30Q: 3 clusters Score -1403006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1403007.500000 Penalty: 4653.566406
	Iteration 31Q: 3 clusters Score -1403008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1403006.000000 Penalty: 4653.566406
	Iteration 32Q: 3 clusters Score -1403006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1403007.750000 Penalty: 4653.566406
	Iteration 33Q: 3 clusters Score -1403008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1403012.750000 Penalty: 4653.566406
	Iteration 34Q: 3 clusters Score -1403013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1403012.750000 Penalty: 4653.566406
	Iteration 35Q: 3 clusters Score -1403013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1403013.125000 Penalty: 4653.566406
	Iteration 36Q: 3 clusters Score -1403013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1403013.375000 Penalty: 4653.566406
	Iteration 37Q: 3 clusters Score -1403013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1403014.125000 Penalty: 4653.566406
	Iteration 38Q: 3 clusters Score -1403014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1403015.000000 Penalty: 4653.566406
	Iteration 39Q: 3 clusters Score -1403015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1403015.000000 Penalty: 4653.566406
	Iteration 40F: 3 clusters Score -1403015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1329658.500000 Penalty: 2290.964600
	Iteration 0F: 2 clusters Score -1329658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1321822.250000 Penalty: 4581.929199
	Iteration 0F: 3 clusters Score -1321822 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1324072.750000 Penalty: 4581.929199
	Iteration 1F: 3 clusters Score -1324073 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1324449.625000 Penalty: 4581.929199
	Iteration 2F: 3 clusters Score -1324450 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1324786.625000 Penalty: 4581.929199
	Iteration 3F: 3 clusters Score -1324787 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1325191.125000 Penalty: 4581.929199
	Iteration 4F: 3 clusters Score -1325191 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1325685.125000 Penalty: 4581.929199
	Iteration 5F: 3 clusters Score -1325685 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1326243.125000 Penalty: 4581.929199
	Iteration 6F: 3 clusters Score -1326243 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1326784.625000 Penalty: 4581.929199
	Iteration 7F: 3 clusters Score -1326785 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1327241.875000 Penalty: 4581.929199
	Iteration 8F: 3 clusters Score -1327242 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1327619.250000 Penalty: 4581.929199
	Iteration 9Q: 3 clusters Score -1327619 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1327936.875000 Penalty: 4581.929199
	Iteration 10Q: 3 clusters Score -1327937 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1328213.000000 Penalty: 4581.929199
	Iteration 11Q: 3 clusters Score -1328213 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1328401.125000 Penalty: 4581.929199
	Iteration 12Q: 3 clusters Score -1328401 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1328530.500000 Penalty: 4581.929199
	Iteration 13Q: 3 clusters Score -1328530 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1328641.500000 Penalty: 4581.929199
	Iteration 14Q: 3 clusters Score -1328642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1328748.750000 Penalty: 4581.929199
	Iteration 15Q: 3 clusters Score -1328749 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1328834.625000 Penalty: 4581.929199
	Iteration 16Q: 3 clusters Score -1328835 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1328914.875000 Penalty: 4581.929199
	Iteration 17Q: 3 clusters Score -1328915 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1328971.125000 Penalty: 4581.929199
	Iteration 18Q: 3 clusters Score -1328971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1329021.625000 Penalty: 4581.929199
	Iteration 19Q: 3 clusters Score -1329022 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1329074.000000 Penalty: 4581.929199
	Iteration 20F: 3 clusters Score -1329074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1329105.000000 Penalty: 4581.929199
	Iteration 21Q: 3 clusters Score -1329105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1329129.500000 Penalty: 4581.929199
	Iteration 22Q: 3 clusters Score -1329130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1329146.000000 Penalty: 4581.929199
	Iteration 23Q: 3 clusters Score -1329146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1329165.000000 Penalty: 4581.929199
	Iteration 24Q: 3 clusters Score -1329165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1329170.500000 Penalty: 4581.929199
	Iteration 25Q: 3 clusters Score -1329170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1329182.625000 Penalty: 4581.929199
	Iteration 26Q: 3 clusters Score -1329183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1329187.125000 Penalty: 4581.929199
	Iteration 27Q: 3 clusters Score -1329187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1329197.750000 Penalty: 4581.929199
	Iteration 28Q: 3 clusters Score -1329198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1329203.250000 Penalty: 4581.929199
	Iteration 29Q: 3 clusters Score -1329203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1329206.375000 Penalty: 4581.929199
	Iteration 30Q: 3 clusters Score -1329206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1329209.750000 Penalty: 4581.929199
	Iteration 31Q: 3 clusters Score -1329210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1329207.750000 Penalty: 4581.929199
	Iteration 32Q: 3 clusters Score -1329208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1329211.125000 Penalty: 4581.929199
	Iteration 33Q: 3 clusters Score -1329211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1329213.625000 Penalty: 4581.929199
	Iteration 34Q: 3 clusters Score -1329214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1329210.375000 Penalty: 4581.929199
	Iteration 35Q: 3 clusters Score -1329210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1329214.250000 Penalty: 4581.929199
	Iteration 36Q: 3 clusters Score -1329214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1329215.500000 Penalty: 4581.929199
	Iteration 37Q: 3 clusters Score -1329216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1329217.000000 Penalty: 4581.929199
	Iteration 38Q: 3 clusters Score -1329217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1329217.500000 Penalty: 4581.929199
	Iteration 39Q: 3 clusters Score -1329218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1329218.625000 Penalty: 4581.929199
	Iteration 40F: 3 clusters Score -1329219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1329219.250000 Penalty: 4581.929199
	Iteration 41Q: 3 clusters Score -1329219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1329219.000000 Penalty: 4581.929199
	Iteration 42Q: 3 clusters Score -1329219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1329218.375000 Penalty: 4581.929199
	Iteration 43Q: 3 clusters Score -1329218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1329217.875000 Penalty: 4581.929199
	Iteration 44Q: 3 clusters Score -1329218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1329219.000000 Penalty: 4581.929199
	Iteration 45Q: 3 clusters Score -1329219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1329218.250000 Penalty: 4581.929199
	Iteration 46Q: 3 clusters Score -1329218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1329220.625000 Penalty: 4581.929199
	Iteration 47Q: 3 clusters Score -1329221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1329220.250000 Penalty: 4581.929199
	Iteration 48Q: 3 clusters Score -1329220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1329222.375000 Penalty: 4581.929199
	Iteration 49Q: 3 clusters Score -1329222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1329225.000000 Penalty: 4581.929199
	Iteration 50Q: 3 clusters Score -1329225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1329224.625000 Penalty: 4581.929199
	Iteration 51Q: 3 clusters Score -1329225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1329226.375000 Penalty: 4581.929199
	Iteration 52Q: 3 clusters Score -1329226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1329223.375000 Penalty: 4581.929199
	Iteration 53Q: 3 clusters Score -1329223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1329224.000000 Penalty: 4581.929199
	Iteration 54Q: 3 clusters Score -1329224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1329225.375000 Penalty: 4581.929199
	Iteration 55Q: 3 clusters Score -1329225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1329225.375000 Penalty: 4581.929199
	Iteration 56F: 3 clusters Score -1329225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45997.929688 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45997.93 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 238 members 
Entering Unmasked Estep 
Score: -44664.230469 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44664.23 nChanged 114
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: -45046.718750 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -45046.72 nChanged 25
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: -45177.753906 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -45177.75 nChanged 15
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: -45323.632812 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -45323.63 nChanged 23
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: -45384.753906 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -45384.75 nChanged 16
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: -45415.906250 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -45415.91 nChanged 17
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: -45473.500000 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -45473.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45526.039062 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -45526.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45583.000000 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -45583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45620.281250 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -45620.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45653.503906 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -45653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45699.980469 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -45699.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45720.664062 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -45720.66 nChanged 4
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: -45741.476562 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -45741.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45754.246094 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -45754.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45779.097656 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -45779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45810.066406 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -45810.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45829.691406 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -45829.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45842.324219 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -45842.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45860.417969 Penalty: 3066.314209
	Iteration 19F: 3 clusters Score -45860.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46014.921875 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -46014.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46022.351562 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -46022.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46022.351562 Penalty: 3066.314209
	Iteration 22F: 3 clusters Score -46022.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180410 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67867 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183344 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50006 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 142 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 342 members 
Entering Unmasked Estep 
Score: -126425552.000000 Penalty: 95627.414062
Splitting cluster 23 changes total score from -126427296.000000 to -126425552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -25921.734375 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -25921.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24828.701172 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -24828.7 nChanged 22
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: -25062.175781 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -25062.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25127.912109 Penalty: 2703.715088
	Iteration 2F: 3 clusters Score -25127.91 nChanged 5
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: -25160.757812 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -25160.76 nChanged 2
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: -25172.255859 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -25172.26 nChanged 1
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: -25182.474609 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -25182.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25185.808594 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -25185.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25185.808594 Penalty: 2703.715088
	Iteration 7F: 3 clusters Score -25185.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -65169.945312 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -65169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63716.988281 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -63716.99 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64252.730469 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -64252.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64518.179688 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -64518.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64610.578125 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -64610.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64702.140625 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -64702.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64810.644531 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -64810.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64901.917969 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -64901.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64960.976562 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -64960.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -65004.816406 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -65004.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -65022.792969 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -65022.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65027.917969 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -65027.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65039.726562 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -65039.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65041.164062 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -65041.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65043.835938 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -65043.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65046.414062 Penalty: 3155.206055
	Iteration 14Q: 3 clusters Score -65046.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65053.906250 Penalty: 3155.206055
	Iteration 15Q: 3 clusters Score -65053.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65057.089844 Penalty: 3155.206055
	Iteration 16Q: 3 clusters Score -65057.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65057.089844 Penalty: 3155.206055
	Iteration 17F: 3 clusters Score -65057.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -50058.386719 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -50058.39 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 238 members 
Entering Unmasked Estep 
Score: -48609.238281 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -48609.24 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48933.898438 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -48933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49110.937500 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -49110.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49245.804688 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -49245.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49356.546875 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -49356.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49599.156250 Penalty: 3051.755371
	Iteration 5F: 3 clusters Score -49599.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49903.222656 Penalty: 3051.755371
	Iteration 6F: 3 clusters Score -49903.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50095.187500 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -50095.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50108.378906 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -50108.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50108.378906 Penalty: 3051.755371
	Iteration 9F: 3 clusters Score -50108.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180410 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67867 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183344 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50006 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 243 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
Score: -126425496.000000 Penalty: 95627.414062
Splitting cluster 26 changes total score from -126427296.000000 to -126425496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -16939.230469 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -16939.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15916.507812 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -15916.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15988.986328 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -15988.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16008.949219 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -16008.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16014.193359 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -16014.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16014.193359 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -16014.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180410 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67867 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183344 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50006 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 199Q: 28 clusters Score -1.264273e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180410 members 
Mstep: Class 5 contains 205056 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67865 members 
Mstep: Class 11 contains 47079 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183342 members 
Mstep: Class 15 contains 32435 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50012 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427272.000000 Penalty: 92212.148438
Iteration 200F: 28 clusters Score -1.264273e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180404 members 
Mstep: Class 5 contains 205057 members 
Mstep: Class 6 contains 72224 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67863 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 25028 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183335 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50015 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 201Q: 28 clusters Score -1.264273e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180392 members 
Mstep: Class 5 contains 205055 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67865 members 
Mstep: Class 11 contains 47088 members 
Mstep: Class 12 contains 25031 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183335 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50014 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 202Q: 28 clusters Score -1.264273e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180389 members 
Mstep: Class 5 contains 205049 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67863 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 25035 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183347 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50014 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 203Q: 28 clusters Score -1.264273e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180384 members 
Mstep: Class 5 contains 205043 members 
Mstep: Class 6 contains 72224 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67862 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 25038 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183354 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50016 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427312.000000 Penalty: 92212.148438
Iteration 204Q: 28 clusters Score -1.264273e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180372 members 
Mstep: Class 5 contains 205052 members 
Mstep: Class 6 contains 72225 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67858 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 25040 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183359 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50016 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 205Q: 28 clusters Score -1.264273e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180365 members 
Mstep: Class 5 contains 205055 members 
Mstep: Class 6 contains 72222 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67856 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 25040 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183367 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50016 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 206Q: 28 clusters Score -1.264273e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180364 members 
Mstep: Class 5 contains 205048 members 
Mstep: Class 6 contains 72222 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67854 members 
Mstep: Class 11 contains 47093 members 
Mstep: Class 12 contains 25040 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183375 members 
Mstep: Class 15 contains 32435 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50018 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427288.000000 Penalty: 92212.148438
Iteration 207Q: 28 clusters Score -1.264273e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180358 members 
Mstep: Class 5 contains 205048 members 
Mstep: Class 6 contains 72222 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67849 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183384 members 
Mstep: Class 15 contains 32435 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50017 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427344.000000 Penalty: 92212.148438
Iteration 208Q: 28 clusters Score -1.264273e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180350 members 
Mstep: Class 5 contains 205046 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67845 members 
Mstep: Class 11 contains 47097 members 
Mstep: Class 12 contains 25040 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183394 members 
Mstep: Class 15 contains 32435 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50019 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427432.000000 Penalty: 92212.148438
Iteration 209Q: 28 clusters Score -1.264274e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180346 members 
Mstep: Class 5 contains 205042 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67845 members 
Mstep: Class 11 contains 47102 members 
Mstep: Class 12 contains 25040 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183396 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50020 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427376.000000 Penalty: 92212.148438
Iteration 210Q: 28 clusters Score -1.264274e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180338 members 
Mstep: Class 5 contains 205043 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67846 members 
Mstep: Class 11 contains 47103 members 
Mstep: Class 12 contains 25042 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183398 members 
Mstep: Class 15 contains 32439 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50019 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427392.000000 Penalty: 92212.148438
Iteration 211Q: 28 clusters Score -1.264274e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180339 members 
Mstep: Class 5 contains 205042 members 
Mstep: Class 6 contains 72220 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67844 members 
Mstep: Class 11 contains 47106 members 
Mstep: Class 12 contains 25043 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183395 members 
Mstep: Class 15 contains 32438 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50022 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427464.000000 Penalty: 92212.148438
Iteration 212Q: 28 clusters Score -1.264275e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180340 members 
Mstep: Class 5 contains 205037 members 
Mstep: Class 6 contains 72213 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67843 members 
Mstep: Class 11 contains 47109 members 
Mstep: Class 12 contains 25045 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183400 members 
Mstep: Class 15 contains 32439 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50023 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427400.000000 Penalty: 92212.148438
Iteration 213Q: 28 clusters Score -1.264274e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180336 members 
Mstep: Class 5 contains 205032 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67844 members 
Mstep: Class 11 contains 47110 members 
Mstep: Class 12 contains 25045 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183410 members 
Mstep: Class 15 contains 32438 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50025 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427432.000000 Penalty: 92212.148438
Iteration 214Q: 28 clusters Score -1.264274e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180332 members 
Mstep: Class 5 contains 205029 members 
Mstep: Class 6 contains 72207 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67843 members 
Mstep: Class 11 contains 47111 members 
Mstep: Class 12 contains 25045 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183419 members 
Mstep: Class 15 contains 32438 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50026 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427408.000000 Penalty: 92212.148438
Iteration 215Q: 28 clusters Score -1.264274e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180330 members 
Mstep: Class 5 contains 205027 members 
Mstep: Class 6 contains 72205 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67841 members 
Mstep: Class 11 contains 47111 members 
Mstep: Class 12 contains 25046 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183428 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50025 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427384.000000 Penalty: 92212.148438
Iteration 216Q: 28 clusters Score -1.264274e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180325 members 
Mstep: Class 5 contains 205016 members 
Mstep: Class 6 contains 72203 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67837 members 
Mstep: Class 11 contains 47114 members 
Mstep: Class 12 contains 25048 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183442 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50025 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427336.000000 Penalty: 92212.148438
Iteration 217Q: 28 clusters Score -1.264273e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 180322 members 
Mstep: Class 5 contains 205017 members 
Mstep: Class 6 contains 72198 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67834 members 
Mstep: Class 11 contains 47117 members 
Mstep: Class 12 contains 25049 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183452 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50022 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427392.000000 Penalty: 92212.148438
Iteration 218Q: 28 clusters Score -1.264274e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180316 members 
Mstep: Class 5 contains 205033 members 
Mstep: Class 6 contains 72196 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67830 members 
Mstep: Class 11 contains 47119 members 
Mstep: Class 12 contains 25050 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183451 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50022 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427376.000000 Penalty: 92212.148438
Iteration 219Q: 28 clusters Score -1.264274e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180310 members 
Mstep: Class 5 contains 205039 members 
Mstep: Class 6 contains 72197 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67832 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 25053 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183449 members 
Mstep: Class 15 contains 32433 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50021 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427248.000000 Penalty: 92212.148438
Iteration 220F: 28 clusters Score -1.264272e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180297 members 
Mstep: Class 5 contains 205046 members 
Mstep: Class 6 contains 72198 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67834 members 
Mstep: Class 11 contains 47122 members 
Mstep: Class 12 contains 25058 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183444 members 
Mstep: Class 15 contains 32432 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50024 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427224.000000 Penalty: 92212.148438
Iteration 221Q: 28 clusters Score -1.264272e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180292 members 
Mstep: Class 5 contains 205043 members 
Mstep: Class 6 contains 72204 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67834 members 
Mstep: Class 11 contains 47126 members 
Mstep: Class 12 contains 25060 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 183438 members 
Mstep: Class 15 contains 32433 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50024 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427336.000000 Penalty: 92212.148438
Iteration 222Q: 28 clusters Score -1.264273e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180287 members 
Mstep: Class 5 contains 205045 members 
Mstep: Class 6 contains 72207 members 
Mstep: Class 7 contains 13258 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67832 members 
Mstep: Class 11 contains 47128 members 
Mstep: Class 12 contains 25064 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 183435 members 
Mstep: Class 15 contains 32432 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50026 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427208.000000 Penalty: 92212.148438
Iteration 223Q: 28 clusters Score -1.264272e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180287 members 
Mstep: Class 5 contains 205034 members 
Mstep: Class 6 contains 72204 members 
Mstep: Class 7 contains 13257 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67830 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 25067 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 183439 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50025 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427176.000000 Penalty: 92212.148438
Iteration 224Q: 28 clusters Score -1.264272e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180285 members 
Mstep: Class 5 contains 205032 members 
Mstep: Class 6 contains 72205 members 
Mstep: Class 7 contains 13257 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67827 members 
Mstep: Class 11 contains 47132 members 
Mstep: Class 12 contains 25071 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 183442 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50025 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427224.000000 Penalty: 92212.148438
Iteration 225Q: 28 clusters Score -1.264272e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180280 members 
Mstep: Class 5 contains 205036 members 
Mstep: Class 6 contains 72203 members 
Mstep: Class 7 contains 13257 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67826 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 25074 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 183446 members 
Mstep: Class 15 contains 32434 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50027 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427216.000000 Penalty: 92212.148438
Iteration 226Q: 28 clusters Score -1.264272e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180276 members 
Mstep: Class 5 contains 205031 members 
Mstep: Class 6 contains 72202 members 
Mstep: Class 7 contains 13257 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67826 members 
Mstep: Class 11 contains 47132 members 
Mstep: Class 12 contains 25073 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 183450 members 
Mstep: Class 15 contains 32432 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50035 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427296.000000 Penalty: 92212.148438
Iteration 227Q: 28 clusters Score -1.264273e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180279 members 
Mstep: Class 5 contains 205024 members 
Mstep: Class 6 contains 72204 members 
Mstep: Class 7 contains 13257 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67823 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 25074 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 183446 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50037 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 92212.148438
Iteration 228Q: 28 clusters Score -1.264273e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180275 members 
Mstep: Class 5 contains 205035 members 
Mstep: Class 6 contains 72201 members 
Mstep: Class 7 contains 13256 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67820 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 25076 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183439 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50040 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427200.000000 Penalty: 92212.148438
Iteration 229Q: 28 clusters Score -1.264272e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180270 members 
Mstep: Class 5 contains 205037 members 
Mstep: Class 6 contains 72200 members 
Mstep: Class 7 contains 13256 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67817 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 25075 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183447 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 230Q: 28 clusters Score -1.264273e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180269 members 
Mstep: Class 5 contains 205039 members 
Mstep: Class 6 contains 72204 members 
Mstep: Class 7 contains 13255 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67813 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 25076 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183446 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427176.000000 Penalty: 92212.148438
Iteration 231Q: 28 clusters Score -1.264272e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180265 members 
Mstep: Class 5 contains 205041 members 
Mstep: Class 6 contains 72207 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67812 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 25077 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183448 members 
Mstep: Class 15 contains 32422 members 
Mstep: Class 16 contains 2967 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427232.000000 Penalty: 92212.148438
Iteration 232Q: 28 clusters Score -1.264272e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 180263 members 
Mstep: Class 5 contains 205047 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67809 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 25080 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183443 members 
Mstep: Class 15 contains 32421 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427224.000000 Penalty: 92212.148438
Iteration 233Q: 28 clusters Score -1.264272e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180268 members 
Mstep: Class 5 contains 205043 members 
Mstep: Class 6 contains 72212 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67807 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 25082 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183436 members 
Mstep: Class 15 contains 32421 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427232.000000 Penalty: 92212.148438
Iteration 234Q: 28 clusters Score -1.264272e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180274 members 
Mstep: Class 5 contains 205040 members 
Mstep: Class 6 contains 72213 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67807 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 25084 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183430 members 
Mstep: Class 15 contains 32422 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427192.000000 Penalty: 92212.148438
Iteration 235Q: 28 clusters Score -1.264272e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180286 members 
Mstep: Class 5 contains 205039 members 
Mstep: Class 6 contains 72215 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67804 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 25088 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183416 members 
Mstep: Class 15 contains 32422 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427208.000000 Penalty: 92212.148438
Iteration 236Q: 28 clusters Score -1.264272e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180283 members 
Mstep: Class 5 contains 205036 members 
Mstep: Class 6 contains 72215 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67803 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 25090 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183418 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427104.000000 Penalty: 92212.148438
Iteration 237Q: 28 clusters Score -1.264271e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180277 members 
Mstep: Class 5 contains 205034 members 
Mstep: Class 6 contains 72214 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67802 members 
Mstep: Class 11 contains 47155 members 
Mstep: Class 12 contains 25093 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183425 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427176.000000 Penalty: 92212.148438
Iteration 238Q: 28 clusters Score -1.264272e+08 nChanged 40
Entering ConstructFrom: 
Score: -126427176.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (27172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Entering Unmasked Estep 
Score: -3555345.250000 Penalty: 2532.065674
	Iteration 0F: 2 clusters Score -3555345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3536547.000000 Penalty: 5064.131348
	Iteration 0F: 3 clusters Score -3536547 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3543165.000000 Penalty: 5064.131348
	Iteration 1F: 3 clusters Score -3543165 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3543667.250000 Penalty: 5064.131348
	Iteration 2F: 3 clusters Score -3543667 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3544139.750000 Penalty: 5064.131348
	Iteration 3Q: 3 clusters Score -3544140 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3544642.000000 Penalty: 5064.131348
	Iteration 4Q: 3 clusters Score -3544642 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3545353.000000 Penalty: 5064.131348
	Iteration 5Q: 3 clusters Score -3545353 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3546281.750000 Penalty: 5064.131348
	Iteration 6F: 3 clusters Score -3546282 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3547390.250000 Penalty: 5064.131348
	Iteration 7F: 3 clusters Score -3547390 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3548538.500000 Penalty: 5064.131348
	Iteration 8F: 3 clusters Score -3548538 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3549523.750000 Penalty: 5064.131348
	Iteration 9F: 3 clusters Score -3549524 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3550411.500000 Penalty: 5064.131348
	Iteration 10F: 3 clusters Score -3550412 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3551064.750000 Penalty: 5064.131348
	Iteration 11Q: 3 clusters Score -3551065 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3551633.000000 Penalty: 5064.131348
	Iteration 12Q: 3 clusters Score -3551633 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3552064.500000 Penalty: 5064.131348
	Iteration 13Q: 3 clusters Score -3552064 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3552437.000000 Penalty: 5064.131348
	Iteration 14Q: 3 clusters Score -3552437 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3552787.250000 Penalty: 5064.131348
	Iteration 15Q: 3 clusters Score -3552787 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3553060.000000 Penalty: 5064.131348
	Iteration 16Q: 3 clusters Score -3553060 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3553257.000000 Penalty: 5064.131348
	Iteration 17Q: 3 clusters Score -3553257 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3553394.750000 Penalty: 5064.131348
	Iteration 18Q: 3 clusters Score -3553395 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3553488.750000 Penalty: 5064.131348
	Iteration 19Q: 3 clusters Score -3553489 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3553571.500000 Penalty: 5064.131348
	Iteration 20F: 3 clusters Score -3553572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3553626.250000 Penalty: 5064.131348
	Iteration 21Q: 3 clusters Score -3553626 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3553678.500000 Penalty: 5064.131348
	Iteration 22Q: 3 clusters Score -3553678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3553711.250000 Penalty: 5064.131348
	Iteration 23Q: 3 clusters Score -3553711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3553752.500000 Penalty: 5064.131348
	Iteration 24Q: 3 clusters Score -3553752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3553781.250000 Penalty: 5064.131348
	Iteration 25Q: 3 clusters Score -3553781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3553810.750000 Penalty: 5064.131348
	Iteration 26Q: 3 clusters Score -3553811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3553827.000000 Penalty: 5064.131348
	Iteration 27Q: 3 clusters Score -3553827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3553832.000000 Penalty: 5064.131348
	Iteration 28Q: 3 clusters Score -3553832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3553845.000000 Penalty: 5064.131348
	Iteration 29Q: 3 clusters Score -3553845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3553856.000000 Penalty: 5064.131348
	Iteration 30Q: 3 clusters Score -3553856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3553857.750000 Penalty: 5064.131348
	Iteration 31Q: 3 clusters Score -3553858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3553867.500000 Penalty: 5064.131348
	Iteration 32Q: 3 clusters Score -3553868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3553864.250000 Penalty: 5064.131348
	Iteration 33Q: 3 clusters Score -3553864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3553879.000000 Penalty: 5064.131348
	Iteration 34Q: 3 clusters Score -3553879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3553883.500000 Penalty: 5064.131348
	Iteration 35Q: 3 clusters Score -3553884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3553882.000000 Penalty: 5064.131348
	Iteration 36Q: 3 clusters Score -3553882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3553890.250000 Penalty: 5064.131348
	Iteration 37Q: 3 clusters Score -3553890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3553903.000000 Penalty: 5064.131348
	Iteration 38Q: 3 clusters Score -3553903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3553899.750000 Penalty: 5064.131348
	Iteration 39Q: 3 clusters Score -3553900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3553906.750000 Penalty: 5064.131348
	Iteration 40F: 3 clusters Score -3553907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3553911.750000 Penalty: 5064.131348
	Iteration 41Q: 3 clusters Score -3553912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3553910.500000 Penalty: 5064.131348
	Iteration 42Q: 3 clusters Score -3553910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3553916.250000 Penalty: 5064.131348
	Iteration 43Q: 3 clusters Score -3553916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3553922.500000 Penalty: 5064.131348
	Iteration 44Q: 3 clusters Score -3553922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3553925.750000 Penalty: 5064.131348
	Iteration 45Q: 3 clusters Score -3553926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3553935.750000 Penalty: 5064.131348
	Iteration 46Q: 3 clusters Score -3553936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3553947.750000 Penalty: 5064.131348
	Iteration 47Q: 3 clusters Score -3553948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3553946.000000 Penalty: 5064.131348
	Iteration 48Q: 3 clusters Score -3553946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3553940.500000 Penalty: 5064.131348
	Iteration 49Q: 3 clusters Score -3553940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3553949.750000 Penalty: 5064.131348
	Iteration 50Q: 3 clusters Score -3553950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3553943.000000 Penalty: 5064.131348
	Iteration 51Q: 3 clusters Score -3553943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3553942.000000 Penalty: 5064.131348
	Iteration 52Q: 3 clusters Score -3553942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3553945.750000 Penalty: 5064.131348
	Iteration 53Q: 3 clusters Score -3553946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3553945.750000 Penalty: 5064.131348
	Iteration 54F: 3 clusters Score -3553946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -50270.632812 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -50270.63 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 213 members 
Entering Unmasked Estep 
Score: -48827.351562 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48827.35 nChanged 53
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: -48974.816406 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48974.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49016.445312 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -49016.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49033.964844 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -49033.96 nChanged 2
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: -49038.652344 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -49038.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49041.699219 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -49041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49046.425781 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -49046.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49052.339844 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -49052.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49057.519531 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -49057.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49063.832031 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -49063.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49065.957031 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -49065.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49068.742188 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -49068.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49068.742188 Penalty: 2965.527344
	Iteration 12F: 3 clusters Score -49068.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -490297.125000 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -490297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -486597.593750 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -486597.6 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -487363.062500 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -487363.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -487532.687500 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -487532.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -487657.062500 Penalty: 4069.246094
	Iteration 3F: 3 clusters Score -487657.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -487744.375000 Penalty: 4069.246094
	Iteration 4Q: 3 clusters Score -487744.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -487799.156250 Penalty: 4069.246094
	Iteration 5Q: 3 clusters Score -487799.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -487841.250000 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -487841.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -487876.250000 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -487876.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -487901.531250 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -487901.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -487927.562500 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -487927.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -487953.593750 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -487953.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -487971.968750 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -487972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -487989.968750 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -487990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -488007.500000 Penalty: 4069.246094
	Iteration 13Q: 3 clusters Score -488007.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -488025.812500 Penalty: 4069.246094
	Iteration 14Q: 3 clusters Score -488025.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -488043.562500 Penalty: 4069.246094
	Iteration 15Q: 3 clusters Score -488043.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -488057.187500 Penalty: 4069.246094
	Iteration 16Q: 3 clusters Score -488057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -488068.750000 Penalty: 4069.246094
	Iteration 17Q: 3 clusters Score -488068.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -488083.687500 Penalty: 4069.246094
	Iteration 18Q: 3 clusters Score -488083.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -488101.937500 Penalty: 4069.246094
	Iteration 19Q: 3 clusters Score -488101.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -488122.968750 Penalty: 4069.246094
	Iteration 20F: 3 clusters Score -488123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -488149.156250 Penalty: 4069.246094
	Iteration 21Q: 3 clusters Score -488149.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -488171.562500 Penalty: 4069.246094
	Iteration 22Q: 3 clusters Score -488171.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -488193.406250 Penalty: 4069.246094
	Iteration 23Q: 3 clusters Score -488193.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -488221.000000 Penalty: 4069.246094
	Iteration 24Q: 3 clusters Score -488221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -488246.687500 Penalty: 4069.246094
	Iteration 25Q: 3 clusters Score -488246.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -488264.093750 Penalty: 4069.246094
	Iteration 26Q: 3 clusters Score -488264.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -488279.968750 Penalty: 4069.246094
	Iteration 27Q: 3 clusters Score -488280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -488291.593750 Penalty: 4069.246094
	Iteration 28Q: 3 clusters Score -488291.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -488307.875000 Penalty: 4069.246094
	Iteration 29Q: 3 clusters Score -488307.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -488331.062500 Penalty: 4069.246094
	Iteration 30Q: 3 clusters Score -488331.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -488349.906250 Penalty: 4069.246094
	Iteration 31Q: 3 clusters Score -488349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -488361.718750 Penalty: 4069.246094
	Iteration 32Q: 3 clusters Score -488361.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -488373.312500 Penalty: 4069.246094
	Iteration 33Q: 3 clusters Score -488373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -488381.687500 Penalty: 4069.246094
	Iteration 34Q: 3 clusters Score -488381.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -488390.156250 Penalty: 4069.246094
	Iteration 35Q: 3 clusters Score -488390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -488397.687500 Penalty: 4069.246094
	Iteration 36Q: 3 clusters Score -488397.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -488405.468750 Penalty: 4069.246094
	Iteration 37Q: 3 clusters Score -488405.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -488414.656250 Penalty: 4069.246094
	Iteration 38Q: 3 clusters Score -488414.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -488426.156250 Penalty: 4069.246094
	Iteration 39Q: 3 clusters Score -488426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -488437.625000 Penalty: 4069.246094
	Iteration 40F: 3 clusters Score -488437.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -488444.968750 Penalty: 4069.246094
	Iteration 41Q: 3 clusters Score -488445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -488453.593750 Penalty: 4069.246094
	Iteration 42Q: 3 clusters Score -488453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -488459.843750 Penalty: 4069.246094
	Iteration 43Q: 3 clusters Score -488459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -488466.218750 Penalty: 4069.246094
	Iteration 44Q: 3 clusters Score -488466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -488474.000000 Penalty: 4069.246094
	Iteration 45Q: 3 clusters Score -488474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -488486.062500 Penalty: 4069.246094
	Iteration 46Q: 3 clusters Score -488486.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -488497.750000 Penalty: 4069.246094
	Iteration 47Q: 3 clusters Score -488497.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -488510.281250 Penalty: 4069.246094
	Iteration 48Q: 3 clusters Score -488510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -488519.812500 Penalty: 4069.246094
	Iteration 49Q: 3 clusters Score -488519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -488524.593750 Penalty: 4069.246094
	Iteration 50Q: 3 clusters Score -488524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -488532.218750 Penalty: 4069.246094
	Iteration 51Q: 3 clusters Score -488532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -488539.843750 Penalty: 4069.246094
	Iteration 52Q: 3 clusters Score -488539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -488547.281250 Penalty: 4069.246094
	Iteration 53Q: 3 clusters Score -488547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -488551.062500 Penalty: 4069.246094
	Iteration 54Q: 3 clusters Score -488551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -488556.343750 Penalty: 4069.246094
	Iteration 55Q: 3 clusters Score -488556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -488561.406250 Penalty: 4069.246094
	Iteration 56Q: 3 clusters Score -488561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -488567.000000 Penalty: 4069.246094
	Iteration 57Q: 3 clusters Score -488567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -488572.625000 Penalty: 4069.246094
	Iteration 58Q: 3 clusters Score -488572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -488575.812500 Penalty: 4069.246094
	Iteration 59Q: 3 clusters Score -488575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -488579.406250 Penalty: 4069.246094
	Iteration 60F: 3 clusters Score -488579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -488582.375000 Penalty: 4069.246094
	Iteration 61Q: 3 clusters Score -488582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -488583.468750 Penalty: 4069.246094
	Iteration 62Q: 3 clusters Score -488583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -488585.437500 Penalty: 4069.246094
	Iteration 63Q: 3 clusters Score -488585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -488585.968750 Penalty: 4069.246094
	Iteration 64Q: 3 clusters Score -488586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -488586.531250 Penalty: 4069.246094
	Iteration 65Q: 3 clusters Score -488586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -488586.531250 Penalty: 4069.246094
	Iteration 66F: 3 clusters Score -488586.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180271 members 
Entering Unmasked Estep 
Score: -24407478.000000 Penalty: 3001.349854
	Iteration 0F: 2 clusters Score -2.440748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -24292524.000000 Penalty: 6002.699707
	Iteration 0F: 3 clusters Score -2.429252e+07 nChanged 86690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -24343254.000000 Penalty: 6002.699707
	Iteration 1F: 3 clusters Score -2.434325e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -24344536.000000 Penalty: 6002.699707
	Iteration 2Q: 3 clusters Score -2.434454e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -24346404.000000 Penalty: 6002.699707
	Iteration 3Q: 3 clusters Score -2.43464e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -24349230.000000 Penalty: 6002.699707
	Iteration 4Q: 3 clusters Score -2.434923e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -24354208.000000 Penalty: 6002.699707
	Iteration 5Q: 3 clusters Score -2.435421e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -24362818.000000 Penalty: 6002.699707
	Iteration 6F: 3 clusters Score -2.436282e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -24373388.000000 Penalty: 6002.699707
	Iteration 7F: 3 clusters Score -2.437339e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -24382644.000000 Penalty: 6002.699707
	Iteration 8F: 3 clusters Score -2.438264e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -24387274.000000 Penalty: 6002.699707
	Iteration 9F: 3 clusters Score -2.438727e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -24388882.000000 Penalty: 6002.699707
	Iteration 10Q: 3 clusters Score -2.438888e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92463 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -24389794.000000 Penalty: 6002.699707
	Iteration 11Q: 3 clusters Score -2.438979e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -24390468.000000 Penalty: 6002.699707
	Iteration 12Q: 3 clusters Score -2.439047e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -24391044.000000 Penalty: 6002.699707
	Iteration 13Q: 3 clusters Score -2.439104e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -24391812.000000 Penalty: 6002.699707
	Iteration 14Q: 3 clusters Score -2.439181e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -24392458.000000 Penalty: 6002.699707
	Iteration 15Q: 3 clusters Score -2.439246e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -24393170.000000 Penalty: 6002.699707
	Iteration 16Q: 3 clusters Score -2.439317e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -24393816.000000 Penalty: 6002.699707
	Iteration 17Q: 3 clusters Score -2.439382e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -24394518.000000 Penalty: 6002.699707
	Iteration 18Q: 3 clusters Score -2.439452e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -24395184.000000 Penalty: 6002.699707
	Iteration 19Q: 3 clusters Score -2.439518e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -24395882.000000 Penalty: 6002.699707
	Iteration 20F: 3 clusters Score -2.439588e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -24396384.000000 Penalty: 6002.699707
	Iteration 21Q: 3 clusters Score -2.439638e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -24396952.000000 Penalty: 6002.699707
	Iteration 22Q: 3 clusters Score -2.439695e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -24397348.000000 Penalty: 6002.699707
	Iteration 23Q: 3 clusters Score -2.439735e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -24397580.000000 Penalty: 6002.699707
	Iteration 24Q: 3 clusters Score -2.439758e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -24397798.000000 Penalty: 6002.699707
	Iteration 25Q: 3 clusters Score -2.43978e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -24397784.000000 Penalty: 6002.699707
	Iteration 26Q: 3 clusters Score -2.439778e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -24398044.000000 Penalty: 6002.699707
	Iteration 27Q: 3 clusters Score -2.439804e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -24398066.000000 Penalty: 6002.699707
	Iteration 28Q: 3 clusters Score -2.439807e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -24398200.000000 Penalty: 6002.699707
	Iteration 29Q: 3 clusters Score -2.43982e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -24398286.000000 Penalty: 6002.699707
	Iteration 30Q: 3 clusters Score -2.439829e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -24398362.000000 Penalty: 6002.699707
	Iteration 31Q: 3 clusters Score -2.439836e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -24398446.000000 Penalty: 6002.699707
	Iteration 32Q: 3 clusters Score -2.439845e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -24398494.000000 Penalty: 6002.699707
	Iteration 33Q: 3 clusters Score -2.439849e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -24398642.000000 Penalty: 6002.699707
	Iteration 34Q: 3 clusters Score -2.439864e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -24398670.000000 Penalty: 6002.699707
	Iteration 35Q: 3 clusters Score -2.439867e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -24398704.000000 Penalty: 6002.699707
	Iteration 36Q: 3 clusters Score -2.43987e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -24398844.000000 Penalty: 6002.699707
	Iteration 37Q: 3 clusters Score -2.439884e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -24398936.000000 Penalty: 6002.699707
	Iteration 38Q: 3 clusters Score -2.439894e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -24398922.000000 Penalty: 6002.699707
	Iteration 39Q: 3 clusters Score -2.439892e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -24399022.000000 Penalty: 6002.699707
	Iteration 40F: 3 clusters Score -2.439902e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111383 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -24399012.000000 Penalty: 6002.699707
	Iteration 41Q: 3 clusters Score -2.439901e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -24399132.000000 Penalty: 6002.699707
	Iteration 42Q: 3 clusters Score -2.439913e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -24399138.000000 Penalty: 6002.699707
	Iteration 43Q: 3 clusters Score -2.439914e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -24399214.000000 Penalty: 6002.699707
	Iteration 44Q: 3 clusters Score -2.439921e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -24399208.000000 Penalty: 6002.699707
	Iteration 45Q: 3 clusters Score -2.439921e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114585 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -24399284.000000 Penalty: 6002.699707
	Iteration 46Q: 3 clusters Score -2.439928e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -24399332.000000 Penalty: 6002.699707
	Iteration 47Q: 3 clusters Score -2.439933e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -24399364.000000 Penalty: 6002.699707
	Iteration 48Q: 3 clusters Score -2.439936e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -24399414.000000 Penalty: 6002.699707
	Iteration 49Q: 3 clusters Score -2.439941e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -24399538.000000 Penalty: 6002.699707
	Iteration 50Q: 3 clusters Score -2.439954e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -24399602.000000 Penalty: 6002.699707
	Iteration 51Q: 3 clusters Score -2.43996e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -24399602.000000 Penalty: 6002.699707
	Iteration 52Q: 3 clusters Score -2.43996e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -24399672.000000 Penalty: 6002.699707
	Iteration 53Q: 3 clusters Score -2.439967e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120259 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -24399830.000000 Penalty: 6002.699707
	Iteration 54Q: 3 clusters Score -2.439983e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -24399848.000000 Penalty: 6002.699707
	Iteration 55Q: 3 clusters Score -2.439985e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -24399950.000000 Penalty: 6002.699707
	Iteration 56Q: 3 clusters Score -2.439995e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122583 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -24400050.000000 Penalty: 6002.699707
	Iteration 57Q: 3 clusters Score -2.440005e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -24400066.000000 Penalty: 6002.699707
	Iteration 58Q: 3 clusters Score -2.440007e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124178 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -24400208.000000 Penalty: 6002.699707
	Iteration 59Q: 3 clusters Score -2.440021e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -24400302.000000 Penalty: 6002.699707
	Iteration 60F: 3 clusters Score -2.44003e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125741 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -24400404.000000 Penalty: 6002.699707
	Iteration 61Q: 3 clusters Score -2.44004e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -24400478.000000 Penalty: 6002.699707
	Iteration 62Q: 3 clusters Score -2.440048e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -24400572.000000 Penalty: 6002.699707
	Iteration 63Q: 3 clusters Score -2.440057e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -24400638.000000 Penalty: 6002.699707
	Iteration 64Q: 3 clusters Score -2.440064e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -24400812.000000 Penalty: 6002.699707
	Iteration 65Q: 3 clusters Score -2.440081e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -24400936.000000 Penalty: 6002.699707
	Iteration 66Q: 3 clusters Score -2.440094e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -24401040.000000 Penalty: 6002.699707
	Iteration 67Q: 3 clusters Score -2.440104e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131486 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -24401142.000000 Penalty: 6002.699707
	Iteration 68Q: 3 clusters Score -2.440114e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -24401222.000000 Penalty: 6002.699707
	Iteration 69Q: 3 clusters Score -2.440122e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133365 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -24401308.000000 Penalty: 6002.699707
	Iteration 70Q: 3 clusters Score -2.440131e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134312 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -24401536.000000 Penalty: 6002.699707
	Iteration 71Q: 3 clusters Score -2.440154e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135251 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -24401706.000000 Penalty: 6002.699707
	Iteration 72Q: 3 clusters Score -2.440171e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136153 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -24401862.000000 Penalty: 6002.699707
	Iteration 73Q: 3 clusters Score -2.440186e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137029 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -24401986.000000 Penalty: 6002.699707
	Iteration 74Q: 3 clusters Score -2.440199e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137885 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -24402116.000000 Penalty: 6002.699707
	Iteration 75Q: 3 clusters Score -2.440212e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -24402258.000000 Penalty: 6002.699707
	Iteration 76Q: 3 clusters Score -2.440226e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -24402464.000000 Penalty: 6002.699707
	Iteration 77Q: 3 clusters Score -2.440246e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140602 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -24402636.000000 Penalty: 6002.699707
	Iteration 78Q: 3 clusters Score -2.440264e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141558 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -24402810.000000 Penalty: 6002.699707
	Iteration 79Q: 3 clusters Score -2.440281e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -24402894.000000 Penalty: 6002.699707
	Iteration 80F: 3 clusters Score -2.440289e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -24403202.000000 Penalty: 6002.699707
	Iteration 81Q: 3 clusters Score -2.44032e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -24403280.000000 Penalty: 6002.699707
	Iteration 82Q: 3 clusters Score -2.440328e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145745 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -24403544.000000 Penalty: 6002.699707
	Iteration 83Q: 3 clusters Score -2.440354e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146803 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -24403714.000000 Penalty: 6002.699707
	Iteration 84Q: 3 clusters Score -2.440371e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147835 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -24403828.000000 Penalty: 6002.699707
	Iteration 85Q: 3 clusters Score -2.440383e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148868 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -24404132.000000 Penalty: 6002.699707
	Iteration 86Q: 3 clusters Score -2.440413e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149971 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -24404406.000000 Penalty: 6002.699707
	Iteration 87Q: 3 clusters Score -2.440441e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -24404548.000000 Penalty: 6002.699707
	Iteration 88Q: 3 clusters Score -2.440455e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -24404762.000000 Penalty: 6002.699707
	Iteration 89Q: 3 clusters Score -2.440476e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -24404940.000000 Penalty: 6002.699707
	Iteration 90Q: 3 clusters Score -2.440494e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -24405214.000000 Penalty: 6002.699707
	Iteration 91Q: 3 clusters Score -2.440521e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -24405506.000000 Penalty: 6002.699707
	Iteration 92Q: 3 clusters Score -2.440551e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -24405900.000000 Penalty: 6002.699707
	Iteration 93Q: 3 clusters Score -2.44059e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -24406136.000000 Penalty: 6002.699707
	Iteration 94Q: 3 clusters Score -2.440614e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161392 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -24406320.000000 Penalty: 6002.699707
	Iteration 95Q: 3 clusters Score -2.440632e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163189 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -24406594.000000 Penalty: 6002.699707
	Iteration 96Q: 3 clusters Score -2.440659e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -24406658.000000 Penalty: 6002.699707
	Iteration 97Q: 3 clusters Score -2.440666e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -24406818.000000 Penalty: 6002.699707
	Iteration 98Q: 3 clusters Score -2.440682e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -24406790.000000 Penalty: 6002.699707
	Iteration 99Q: 3 clusters Score -2.440679e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -24406868.000000 Penalty: 6002.699707
	Iteration 100F: 3 clusters Score -2.440687e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -24406826.000000 Penalty: 6002.699707
	Iteration 101Q: 3 clusters Score -2.440683e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -24406802.000000 Penalty: 6002.699707
	Iteration 102Q: 3 clusters Score -2.44068e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174398 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -24406752.000000 Penalty: 6002.699707
	Iteration 103Q: 3 clusters Score -2.440675e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -24406654.000000 Penalty: 6002.699707
	Iteration 104Q: 3 clusters Score -2.440665e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -24406428.000000 Penalty: 6002.699707
	Iteration 105Q: 3 clusters Score -2.440643e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176985 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -24406280.000000 Penalty: 6002.699707
	Iteration 106Q: 3 clusters Score -2.440628e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177524 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -24406190.000000 Penalty: 6002.699707
	Iteration 107Q: 3 clusters Score -2.440619e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177934 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -24406146.000000 Penalty: 6002.699707
	Iteration 108Q: 3 clusters Score -2.440615e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178240 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -24406064.000000 Penalty: 6002.699707
	Iteration 109Q: 3 clusters Score -2.440606e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -24406074.000000 Penalty: 6002.699707
	Iteration 110Q: 3 clusters Score -2.440607e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178599 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24406054.000000 Penalty: 6002.699707
	Iteration 111Q: 3 clusters Score -2.440605e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178732 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24406020.000000 Penalty: 6002.699707
	Iteration 112Q: 3 clusters Score -2.440602e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178820 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -24406006.000000 Penalty: 6002.699707
	Iteration 113Q: 3 clusters Score -2.440601e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178896 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -24406010.000000 Penalty: 6002.699707
	Iteration 114Q: 3 clusters Score -2.440601e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24405956.000000 Penalty: 6002.699707
	Iteration 115Q: 3 clusters Score -2.440596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178970 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -24405976.000000 Penalty: 6002.699707
	Iteration 116Q: 3 clusters Score -2.440598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178998 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24405950.000000 Penalty: 6002.699707
	Iteration 117Q: 3 clusters Score -2.440595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -24405956.000000 Penalty: 6002.699707
	Iteration 118Q: 3 clusters Score -2.440596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179035 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -24405974.000000 Penalty: 6002.699707
	Iteration 119Q: 3 clusters Score -2.440597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -24405976.000000 Penalty: 6002.699707
	Iteration 120F: 3 clusters Score -2.440598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179061 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -24405932.000000 Penalty: 6002.699707
	Iteration 121Q: 3 clusters Score -2.440593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179074 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -24405944.000000 Penalty: 6002.699707
	Iteration 122Q: 3 clusters Score -2.440594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -24405932.000000 Penalty: 6002.699707
	Iteration 123Q: 3 clusters Score -2.440593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -24405952.000000 Penalty: 6002.699707
	Iteration 124Q: 3 clusters Score -2.440595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24405926.000000 Penalty: 6002.699707
	Iteration 125Q: 3 clusters Score -2.440593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -24405930.000000 Penalty: 6002.699707
	Iteration 126Q: 3 clusters Score -2.440593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179115 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -24405926.000000 Penalty: 6002.699707
	Iteration 127Q: 3 clusters Score -2.440593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24405942.000000 Penalty: 6002.699707
	Iteration 128Q: 3 clusters Score -2.440594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179127 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24405940.000000 Penalty: 6002.699707
	Iteration 129Q: 3 clusters Score -2.440594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -24405936.000000 Penalty: 6002.699707
	Iteration 130Q: 3 clusters Score -2.440594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24405920.000000 Penalty: 6002.699707
	Iteration 131Q: 3 clusters Score -2.440592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24405924.000000 Penalty: 6002.699707
	Iteration 132Q: 3 clusters Score -2.440592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24405916.000000 Penalty: 6002.699707
	Iteration 133Q: 3 clusters Score -2.440592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24405916.000000 Penalty: 6002.699707
	Iteration 134F: 3 clusters Score -2.440592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Entering Unmasked Estep 
Score: -27656884.000000 Penalty: 3033.275635
	Iteration 0F: 2 clusters Score -2.765688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -27529076.000000 Penalty: 6066.551270
	Iteration 0F: 3 clusters Score -2.752908e+07 nChanged 98733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -27586522.000000 Penalty: 6066.551270
	Iteration 1F: 3 clusters Score -2.758652e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -27587780.000000 Penalty: 6066.551270
	Iteration 2Q: 3 clusters Score -2.758778e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -27590232.000000 Penalty: 6066.551270
	Iteration 3Q: 3 clusters Score -2.759023e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -27593808.000000 Penalty: 6066.551270
	Iteration 4Q: 3 clusters Score -2.759381e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 136062 members 
Entering Unmasked Estep 
Score: -27600276.000000 Penalty: 6066.551270
	Iteration 5F: 3 clusters Score -2.760028e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -27612036.000000 Penalty: 6066.551270
	Iteration 6F: 3 clusters Score -2.761204e+07 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -27629436.000000 Penalty: 6066.551270
	Iteration 7F: 3 clusters Score -2.762944e+07 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 189762 members 
Entering Unmasked Estep 
Score: -27645708.000000 Penalty: 6066.551270
	Iteration 8F: 3 clusters Score -2.764571e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 200648 members 
Entering Unmasked Estep 
Score: -27652378.000000 Penalty: 6066.551270
	Iteration 9F: 3 clusters Score -2.765238e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 204028 members 
Entering Unmasked Estep 
Score: -27653772.000000 Penalty: 6066.551270
	Iteration 10Q: 3 clusters Score -2.765377e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 204698 members 
Entering Unmasked Estep 
Score: -27654012.000000 Penalty: 6066.551270
	Iteration 11Q: 3 clusters Score -2.765401e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204817 members 
Entering Unmasked Estep 
Score: -27654096.000000 Penalty: 6066.551270
	Iteration 12Q: 3 clusters Score -2.76541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204842 members 
Entering Unmasked Estep 
Score: -27654128.000000 Penalty: 6066.551270
	Iteration 13Q: 3 clusters Score -2.765413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204858 members 
Entering Unmasked Estep 
Score: -27654174.000000 Penalty: 6066.551270
	Iteration 14Q: 3 clusters Score -2.765417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -27654204.000000 Penalty: 6066.551270
	Iteration 15Q: 3 clusters Score -2.76542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -27654198.000000 Penalty: 6066.551270
	Iteration 16Q: 3 clusters Score -2.76542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204865 members 
Entering Unmasked Estep 
Score: -27654216.000000 Penalty: 6066.551270
	Iteration 17Q: 3 clusters Score -2.765422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -27654216.000000 Penalty: 6066.551270
	Iteration 18Q: 3 clusters Score -2.765422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -27654216.000000 Penalty: 6066.551270
	Iteration 19F: 3 clusters Score -2.765422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Entering Unmasked Estep 
Score: -9861326.000000 Penalty: 2774.465820
	Iteration 0F: 2 clusters Score -9861326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -9813108.000000 Penalty: 5548.931641
	Iteration 0F: 3 clusters Score -9813108 nChanged 33659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -9831736.000000 Penalty: 5548.931641
	Iteration 1F: 3 clusters Score -9831736 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -9832263.000000 Penalty: 5548.931641
	Iteration 2Q: 3 clusters Score -9832263 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -9832730.000000 Penalty: 5548.931641
	Iteration 3Q: 3 clusters Score -9832730 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -9833157.000000 Penalty: 5548.931641
	Iteration 4Q: 3 clusters Score -9833157 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -9833645.000000 Penalty: 5548.931641
	Iteration 5Q: 3 clusters Score -9833645 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -9834287.000000 Penalty: 5548.931641
	Iteration 6Q: 3 clusters Score -9834287 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -9835241.000000 Penalty: 5548.931641
	Iteration 7Q: 3 clusters Score -9835241 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -9836515.000000 Penalty: 5548.931641
	Iteration 8Q: 3 clusters Score -9836515 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -9838187.000000 Penalty: 5548.931641
	Iteration 9Q: 3 clusters Score -9838187 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -9840358.000000 Penalty: 5548.931641
	Iteration 10F: 3 clusters Score -9840358 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -9842952.000000 Penalty: 5548.931641
	Iteration 11F: 3 clusters Score -9842952 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -9845812.000000 Penalty: 5548.931641
	Iteration 12F: 3 clusters Score -9845812 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -9848458.000000 Penalty: 5548.931641
	Iteration 13F: 3 clusters Score -9848458 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -9850197.000000 Penalty: 5548.931641
	Iteration 14Q: 3 clusters Score -9850197 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -9851083.000000 Penalty: 5548.931641
	Iteration 15Q: 3 clusters Score -9851083 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -9851467.000000 Penalty: 5548.931641
	Iteration 16Q: 3 clusters Score -9851467 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -9851693.000000 Penalty: 5548.931641
	Iteration 17Q: 3 clusters Score -9851693 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -9851895.000000 Penalty: 5548.931641
	Iteration 18Q: 3 clusters Score -9851895 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -9852081.000000 Penalty: 5548.931641
	Iteration 19Q: 3 clusters Score -9852081 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -9852190.000000 Penalty: 5548.931641
	Iteration 20F: 3 clusters Score -9852190 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -9852284.000000 Penalty: 5548.931641
	Iteration 21Q: 3 clusters Score -9852284 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -9852365.000000 Penalty: 5548.931641
	Iteration 22Q: 3 clusters Score -9852365 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -9852451.000000 Penalty: 5548.931641
	Iteration 23Q: 3 clusters Score -9852451 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -9852520.000000 Penalty: 5548.931641
	Iteration 24Q: 3 clusters Score -9852520 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -9852646.000000 Penalty: 5548.931641
	Iteration 25Q: 3 clusters Score -9852646 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -9852728.000000 Penalty: 5548.931641
	Iteration 26Q: 3 clusters Score -9852728 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9852867.000000 Penalty: 5548.931641
	Iteration 27Q: 3 clusters Score -9852867 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -9852924.000000 Penalty: 5548.931641
	Iteration 28Q: 3 clusters Score -9852924 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -9853040.000000 Penalty: 5548.931641
	Iteration 29Q: 3 clusters Score -9853040 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9853088.000000 Penalty: 5548.931641
	Iteration 30Q: 3 clusters Score -9853088 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -9853194.000000 Penalty: 5548.931641
	Iteration 31Q: 3 clusters Score -9853194 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -9853315.000000 Penalty: 5548.931641
	Iteration 32Q: 3 clusters Score -9853315 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -9853369.000000 Penalty: 5548.931641
	Iteration 33Q: 3 clusters Score -9853369 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -9853499.000000 Penalty: 5548.931641
	Iteration 34Q: 3 clusters Score -9853499 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -9853626.000000 Penalty: 5548.931641
	Iteration 35Q: 3 clusters Score -9853626 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -9853789.000000 Penalty: 5548.931641
	Iteration 36Q: 3 clusters Score -9853789 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -9853905.000000 Penalty: 5548.931641
	Iteration 37Q: 3 clusters Score -9853905 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -9854002.000000 Penalty: 5548.931641
	Iteration 38Q: 3 clusters Score -9854002 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -9854104.000000 Penalty: 5548.931641
	Iteration 39Q: 3 clusters Score -9854104 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -9854253.000000 Penalty: 5548.931641
	Iteration 40F: 3 clusters Score -9854253 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -9854342.000000 Penalty: 5548.931641
	Iteration 41Q: 3 clusters Score -9854342 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -9854452.000000 Penalty: 5548.931641
	Iteration 42Q: 3 clusters Score -9854452 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -9854570.000000 Penalty: 5548.931641
	Iteration 43Q: 3 clusters Score -9854570 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -9854686.000000 Penalty: 5548.931641
	Iteration 44Q: 3 clusters Score -9854686 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -9854800.000000 Penalty: 5548.931641
	Iteration 45Q: 3 clusters Score -9854800 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -9854978.000000 Penalty: 5548.931641
	Iteration 46Q: 3 clusters Score -9854978 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -9855156.000000 Penalty: 5548.931641
	Iteration 47Q: 3 clusters Score -9855156 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -9855378.000000 Penalty: 5548.931641
	Iteration 48Q: 3 clusters Score -9855378 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -9855581.000000 Penalty: 5548.931641
	Iteration 49Q: 3 clusters Score -9855581 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -9855814.000000 Penalty: 5548.931641
	Iteration 50Q: 3 clusters Score -9855814 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -9855977.000000 Penalty: 5548.931641
	Iteration 51Q: 3 clusters Score -9855977 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -9856192.000000 Penalty: 5548.931641
	Iteration 52Q: 3 clusters Score -9856192 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -9856351.000000 Penalty: 5548.931641
	Iteration 53Q: 3 clusters Score -9856351 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -9856473.000000 Penalty: 5548.931641
	Iteration 54Q: 3 clusters Score -9856473 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -9856675.000000 Penalty: 5548.931641
	Iteration 55Q: 3 clusters Score -9856675 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -9856818.000000 Penalty: 5548.931641
	Iteration 56Q: 3 clusters Score -9856818 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -9856916.000000 Penalty: 5548.931641
	Iteration 57Q: 3 clusters Score -9856916 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -9857023.000000 Penalty: 5548.931641
	Iteration 58Q: 3 clusters Score -9857023 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -9857214.000000 Penalty: 5548.931641
	Iteration 59Q: 3 clusters Score -9857214 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -9857350.000000 Penalty: 5548.931641
	Iteration 60F: 3 clusters Score -9857350 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -9857486.000000 Penalty: 5548.931641
	Iteration 61Q: 3 clusters Score -9857486 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -9857645.000000 Penalty: 5548.931641
	Iteration 62Q: 3 clusters Score -9857645 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -9857793.000000 Penalty: 5548.931641
	Iteration 63Q: 3 clusters Score -9857793 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -9857932.000000 Penalty: 5548.931641
	Iteration 64Q: 3 clusters Score -9857932 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9858092.000000 Penalty: 5548.931641
	Iteration 65Q: 3 clusters Score -9858092 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -9858208.000000 Penalty: 5548.931641
	Iteration 66Q: 3 clusters Score -9858208 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -9858334.000000 Penalty: 5548.931641
	Iteration 67Q: 3 clusters Score -9858334 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9858414.000000 Penalty: 5548.931641
	Iteration 68Q: 3 clusters Score -9858414 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9858461.000000 Penalty: 5548.931641
	Iteration 69Q: 3 clusters Score -9858461 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9858517.000000 Penalty: 5548.931641
	Iteration 70Q: 3 clusters Score -9858517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9858578.000000 Penalty: 5548.931641
	Iteration 71Q: 3 clusters Score -9858578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9858609.000000 Penalty: 5548.931641
	Iteration 72Q: 3 clusters Score -9858609 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9858649.000000 Penalty: 5548.931641
	Iteration 73Q: 3 clusters Score -9858649 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9858705.000000 Penalty: 5548.931641
	Iteration 74Q: 3 clusters Score -9858705 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9858727.000000 Penalty: 5548.931641
	Iteration 75Q: 3 clusters Score -9858727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9858766.000000 Penalty: 5548.931641
	Iteration 76Q: 3 clusters Score -9858766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9858787.000000 Penalty: 5548.931641
	Iteration 77Q: 3 clusters Score -9858787 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9858814.000000 Penalty: 5548.931641
	Iteration 78Q: 3 clusters Score -9858814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9858830.000000 Penalty: 5548.931641
	Iteration 79Q: 3 clusters Score -9858830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9858831.000000 Penalty: 5548.931641
	Iteration 80F: 3 clusters Score -9858831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9858855.000000 Penalty: 5548.931641
	Iteration 81Q: 3 clusters Score -9858855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9858850.000000 Penalty: 5548.931641
	Iteration 82Q: 3 clusters Score -9858850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9858882.000000 Penalty: 5548.931641
	Iteration 83Q: 3 clusters Score -9858882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9858884.000000 Penalty: 5548.931641
	Iteration 84Q: 3 clusters Score -9858884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9858889.000000 Penalty: 5548.931641
	Iteration 85Q: 3 clusters Score -9858889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9858902.000000 Penalty: 5548.931641
	Iteration 86Q: 3 clusters Score -9858902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9858926.000000 Penalty: 5548.931641
	Iteration 87Q: 3 clusters Score -9858926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9858927.000000 Penalty: 5548.931641
	Iteration 88Q: 3 clusters Score -9858927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9858947.000000 Penalty: 5548.931641
	Iteration 89Q: 3 clusters Score -9858947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9858954.000000 Penalty: 5548.931641
	Iteration 90Q: 3 clusters Score -9858954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9858948.000000 Penalty: 5548.931641
	Iteration 91Q: 3 clusters Score -9858948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9858964.000000 Penalty: 5548.931641
	Iteration 92Q: 3 clusters Score -9858964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9858969.000000 Penalty: 5548.931641
	Iteration 93Q: 3 clusters Score -9858969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9858967.000000 Penalty: 5548.931641
	Iteration 94Q: 3 clusters Score -9858967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9858974.000000 Penalty: 5548.931641
	Iteration 95Q: 3 clusters Score -9858974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9858994.000000 Penalty: 5548.931641
	Iteration 96Q: 3 clusters Score -9858994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9858977.000000 Penalty: 5548.931641
	Iteration 97Q: 3 clusters Score -9858977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9858993.000000 Penalty: 5548.931641
	Iteration 98Q: 3 clusters Score -9858993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9859013.000000 Penalty: 5548.931641
	Iteration 99Q: 3 clusters Score -9859013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9859018.000000 Penalty: 5548.931641
	Iteration 100F: 3 clusters Score -9859018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9859018.000000 Penalty: 5548.931641
	Iteration 101Q: 3 clusters Score -9859018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9859023.000000 Penalty: 5548.931641
	Iteration 102Q: 3 clusters Score -9859023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9859030.000000 Penalty: 5548.931641
	Iteration 103Q: 3 clusters Score -9859030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9859026.000000 Penalty: 5548.931641
	Iteration 104Q: 3 clusters Score -9859026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9859023.000000 Penalty: 5548.931641
	Iteration 105Q: 3 clusters Score -9859023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9859021.000000 Penalty: 5548.931641
	Iteration 106Q: 3 clusters Score -9859021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9859021.000000 Penalty: 5548.931641
	Iteration 107Q: 3 clusters Score -9859021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9859024.000000 Penalty: 5548.931641
	Iteration 108Q: 3 clusters Score -9859024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9859024.000000 Penalty: 5548.931641
	Iteration 109Q: 3 clusters Score -9859024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9859020.000000 Penalty: 5548.931641
	Iteration 110Q: 3 clusters Score -9859020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9859025.000000 Penalty: 5548.931641
	Iteration 111Q: 3 clusters Score -9859025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9859021.000000 Penalty: 5548.931641
	Iteration 112Q: 3 clusters Score -9859021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9859025.000000 Penalty: 5548.931641
	Iteration 113Q: 3 clusters Score -9859025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9859034.000000 Penalty: 5548.931641
	Iteration 114Q: 3 clusters Score -9859034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9859028.000000 Penalty: 5548.931641
	Iteration 115Q: 3 clusters Score -9859028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9859023.000000 Penalty: 5548.931641
	Iteration 116Q: 3 clusters Score -9859023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9859030.000000 Penalty: 5548.931641
	Iteration 117Q: 3 clusters Score -9859030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9859030.000000 Penalty: 5548.931641
	Iteration 118Q: 3 clusters Score -9859030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9859026.000000 Penalty: 5548.931641
	Iteration 119Q: 3 clusters Score -9859026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9859029.000000 Penalty: 5548.931641
	Iteration 120F: 3 clusters Score -9859029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9859024.000000 Penalty: 5548.931641
	Iteration 121Q: 3 clusters Score -9859024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9859024.000000 Penalty: 5548.931641
	Iteration 122F: 3 clusters Score -9859024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Entering Unmasked Estep 
Score: -1716109.625000 Penalty: 2354.010986
	Iteration 0F: 2 clusters Score -1716110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1706378.125000 Penalty: 4708.021973
	Iteration 0F: 3 clusters Score -1706378 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1709208.500000 Penalty: 4708.021973
	Iteration 1F: 3 clusters Score -1709208 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1709542.125000 Penalty: 4708.021973
	Iteration 2F: 3 clusters Score -1709542 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1709825.625000 Penalty: 4708.021973
	Iteration 3F: 3 clusters Score -1709826 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1710123.625000 Penalty: 4708.021973
	Iteration 4Q: 3 clusters Score -1710124 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1710428.375000 Penalty: 4708.021973
	Iteration 5Q: 3 clusters Score -1710428 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1710718.625000 Penalty: 4708.021973
	Iteration 6Q: 3 clusters Score -1710719 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1711042.125000 Penalty: 4708.021973
	Iteration 7Q: 3 clusters Score -1711042 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1711366.000000 Penalty: 4708.021973
	Iteration 8Q: 3 clusters Score -1711366 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1711658.625000 Penalty: 4708.021973
	Iteration 9Q: 3 clusters Score -1711659 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1711924.625000 Penalty: 4708.021973
	Iteration 10Q: 3 clusters Score -1711925 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1712135.125000 Penalty: 4708.021973
	Iteration 11Q: 3 clusters Score -1712135 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1712352.625000 Penalty: 4708.021973
	Iteration 12Q: 3 clusters Score -1712353 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1712562.625000 Penalty: 4708.021973
	Iteration 13Q: 3 clusters Score -1712563 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1712794.750000 Penalty: 4708.021973
	Iteration 14Q: 3 clusters Score -1712795 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1713011.000000 Penalty: 4708.021973
	Iteration 15Q: 3 clusters Score -1713011 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1713213.500000 Penalty: 4708.021973
	Iteration 16Q: 3 clusters Score -1713214 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1713420.125000 Penalty: 4708.021973
	Iteration 17Q: 3 clusters Score -1713420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1713569.250000 Penalty: 4708.021973
	Iteration 18Q: 3 clusters Score -1713569 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1713689.750000 Penalty: 4708.021973
	Iteration 19Q: 3 clusters Score -1713690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1713793.250000 Penalty: 4708.021973
	Iteration 20F: 3 clusters Score -1713793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1713872.875000 Penalty: 4708.021973
	Iteration 21Q: 3 clusters Score -1713873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1713937.500000 Penalty: 4708.021973
	Iteration 22Q: 3 clusters Score -1713938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1713975.375000 Penalty: 4708.021973
	Iteration 23Q: 3 clusters Score -1713975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1713994.375000 Penalty: 4708.021973
	Iteration 24Q: 3 clusters Score -1713994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1714016.500000 Penalty: 4708.021973
	Iteration 25Q: 3 clusters Score -1714016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1714034.750000 Penalty: 4708.021973
	Iteration 26Q: 3 clusters Score -1714035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1714053.000000 Penalty: 4708.021973
	Iteration 27Q: 3 clusters Score -1714053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1714066.875000 Penalty: 4708.021973
	Iteration 28Q: 3 clusters Score -1714067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1714076.750000 Penalty: 4708.021973
	Iteration 29Q: 3 clusters Score -1714077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1714090.625000 Penalty: 4708.021973
	Iteration 30Q: 3 clusters Score -1714091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1714103.000000 Penalty: 4708.021973
	Iteration 31Q: 3 clusters Score -1714103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1714115.125000 Penalty: 4708.021973
	Iteration 32Q: 3 clusters Score -1714115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1714128.000000 Penalty: 4708.021973
	Iteration 33Q: 3 clusters Score -1714128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1714147.125000 Penalty: 4708.021973
	Iteration 34Q: 3 clusters Score -1714147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1714151.000000 Penalty: 4708.021973
	Iteration 35Q: 3 clusters Score -1714151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1714158.750000 Penalty: 4708.021973
	Iteration 36Q: 3 clusters Score -1714159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1714168.625000 Penalty: 4708.021973
	Iteration 37Q: 3 clusters Score -1714169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1714177.500000 Penalty: 4708.021973
	Iteration 38Q: 3 clusters Score -1714178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1714184.375000 Penalty: 4708.021973
	Iteration 39Q: 3 clusters Score -1714184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1714192.625000 Penalty: 4708.021973
	Iteration 40F: 3 clusters Score -1714193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1714198.000000 Penalty: 4708.021973
	Iteration 41Q: 3 clusters Score -1714198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1714204.375000 Penalty: 4708.021973
	Iteration 42Q: 3 clusters Score -1714204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1714207.750000 Penalty: 4708.021973
	Iteration 43Q: 3 clusters Score -1714208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1714213.625000 Penalty: 4708.021973
	Iteration 44Q: 3 clusters Score -1714214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1714214.875000 Penalty: 4708.021973
	Iteration 45Q: 3 clusters Score -1714215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1714216.125000 Penalty: 4708.021973
	Iteration 46Q: 3 clusters Score -1714216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1714218.500000 Penalty: 4708.021973
	Iteration 47Q: 3 clusters Score -1714218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1714223.000000 Penalty: 4708.021973
	Iteration 48Q: 3 clusters Score -1714223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1714222.000000 Penalty: 4708.021973
	Iteration 49Q: 3 clusters Score -1714222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1714222.500000 Penalty: 4708.021973
	Iteration 50Q: 3 clusters Score -1714222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1714222.500000 Penalty: 4708.021973
	Iteration 51F: 3 clusters Score -1714222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102266.367188 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -102266.4 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 418 members 
Entering Unmasked Estep 
Score: -100418.664062 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -100418.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100886.789062 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100886.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101379.921875 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -101379.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101751.148438 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -101751.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102073.796875 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -102073.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -102247.117188 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -102247.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102377.023438 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -102377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102547.000000 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -102547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102851.296875 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -102851.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102968.007812 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -102968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103010.648438 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -103010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103063.125000 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -103063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103117.257812 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -103117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103126.570312 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -103126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103135.140625 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -103135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103137.773438 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -103137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103144.304688 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -103144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103147.632812 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -103147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103153.195312 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -103153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103155.921875 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -103155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103162.945312 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -103162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103171.281250 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -103171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103173.171875 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -103173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103173.171875 Penalty: 3352.590576
	Iteration 23F: 3 clusters Score -103173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180271 members 
Mstep: Class 5 contains 205038 members 
Mstep: Class 6 contains 72212 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67800 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 25095 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183429 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 364 members 
Entering Unmasked Estep 
Score: -126426224.000000 Penalty: 95627.414062
Splitting cluster 8 changes total score from -126427176.000000 to -126426224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -252689.328125 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -252689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250048.031250 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -250048 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250507.500000 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -250507.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -250640.546875 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -250640.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -250727.421875 Penalty: 3776.454102
	Iteration 3Q: 3 clusters Score -250727.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -250795.281250 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -250795.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -250865.031250 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -250865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -250962.671875 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -250962.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -251072.187500 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -251072.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251229.828125 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -251229.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251390.500000 Penalty: 3776.454102
	Iteration 9F: 3 clusters Score -251390.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -251616.828125 Penalty: 3776.454102
	Iteration 10F: 3 clusters Score -251616.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -251837.765625 Penalty: 3776.454102
	Iteration 11F: 3 clusters Score -251837.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -252027.765625 Penalty: 3776.454102
	Iteration 12F: 3 clusters Score -252027.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -252162.000000 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -252162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -252241.312500 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -252241.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -252295.031250 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -252295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -252332.093750 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -252332.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -252355.984375 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -252356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -252377.953125 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -252378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -252388.312500 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -252388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -252392.062500 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -252392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252392.609375 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -252392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252392.609375 Penalty: 3776.454102
	Iteration 22F: 3 clusters Score -252392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Entering Unmasked Estep 
Score: -8929188.000000 Penalty: 2758.830566
	Iteration 0F: 2 clusters Score -8929188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -8883661.000000 Penalty: 5517.661133
	Iteration 0F: 3 clusters Score -8883661 nChanged 31812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -8901870.000000 Penalty: 5517.661133
	Iteration 1F: 3 clusters Score -8901870 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -8902614.000000 Penalty: 5517.661133
	Iteration 2Q: 3 clusters Score -8902614 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8903357.000000 Penalty: 5517.661133
	Iteration 3Q: 3 clusters Score -8903357 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8904216.000000 Penalty: 5517.661133
	Iteration 4Q: 3 clusters Score -8904216 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8905285.000000 Penalty: 5517.661133
	Iteration 5Q: 3 clusters Score -8905285 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8906559.000000 Penalty: 5517.661133
	Iteration 6Q: 3 clusters Score -8906559 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -8908232.000000 Penalty: 5517.661133
	Iteration 7Q: 3 clusters Score -8908232 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -8910232.000000 Penalty: 5517.661133
	Iteration 8F: 3 clusters Score -8910232 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -8912346.000000 Penalty: 5517.661133
	Iteration 9F: 3 clusters Score -8912346 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -8914252.000000 Penalty: 5517.661133
	Iteration 10F: 3 clusters Score -8914252 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8915736.000000 Penalty: 5517.661133
	Iteration 11Q: 3 clusters Score -8915736 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8916912.000000 Penalty: 5517.661133
	Iteration 12Q: 3 clusters Score -8916912 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8917787.000000 Penalty: 5517.661133
	Iteration 13Q: 3 clusters Score -8917787 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -8918484.000000 Penalty: 5517.661133
	Iteration 14Q: 3 clusters Score -8918484 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -8919007.000000 Penalty: 5517.661133
	Iteration 15Q: 3 clusters Score -8919007 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -8919518.000000 Penalty: 5517.661133
	Iteration 16Q: 3 clusters Score -8919518 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -8919972.000000 Penalty: 5517.661133
	Iteration 17Q: 3 clusters Score -8919972 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -8920426.000000 Penalty: 5517.661133
	Iteration 18Q: 3 clusters Score -8920426 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -8920867.000000 Penalty: 5517.661133
	Iteration 19Q: 3 clusters Score -8920867 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -8921316.000000 Penalty: 5517.661133
	Iteration 20F: 3 clusters Score -8921316 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -8921743.000000 Penalty: 5517.661133
	Iteration 21Q: 3 clusters Score -8921743 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -8922088.000000 Penalty: 5517.661133
	Iteration 22Q: 3 clusters Score -8922088 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -8922459.000000 Penalty: 5517.661133
	Iteration 23Q: 3 clusters Score -8922459 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -8922875.000000 Penalty: 5517.661133
	Iteration 24Q: 3 clusters Score -8922875 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -8923287.000000 Penalty: 5517.661133
	Iteration 25Q: 3 clusters Score -8923287 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -8923685.000000 Penalty: 5517.661133
	Iteration 26Q: 3 clusters Score -8923685 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -8924057.000000 Penalty: 5517.661133
	Iteration 27Q: 3 clusters Score -8924057 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -8924435.000000 Penalty: 5517.661133
	Iteration 28Q: 3 clusters Score -8924435 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -8924790.000000 Penalty: 5517.661133
	Iteration 29Q: 3 clusters Score -8924790 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -8925118.000000 Penalty: 5517.661133
	Iteration 30Q: 3 clusters Score -8925118 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -8925427.000000 Penalty: 5517.661133
	Iteration 31Q: 3 clusters Score -8925427 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -8925693.000000 Penalty: 5517.661133
	Iteration 32Q: 3 clusters Score -8925693 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -8925933.000000 Penalty: 5517.661133
	Iteration 33Q: 3 clusters Score -8925933 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -8926117.000000 Penalty: 5517.661133
	Iteration 34Q: 3 clusters Score -8926117 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -8926247.000000 Penalty: 5517.661133
	Iteration 35Q: 3 clusters Score -8926247 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -8926370.000000 Penalty: 5517.661133
	Iteration 36Q: 3 clusters Score -8926370 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -8926455.000000 Penalty: 5517.661133
	Iteration 37Q: 3 clusters Score -8926455 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -8926517.000000 Penalty: 5517.661133
	Iteration 38Q: 3 clusters Score -8926517 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -8926594.000000 Penalty: 5517.661133
	Iteration 39Q: 3 clusters Score -8926594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -8926631.000000 Penalty: 5517.661133
	Iteration 40F: 3 clusters Score -8926631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -8926673.000000 Penalty: 5517.661133
	Iteration 41Q: 3 clusters Score -8926673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8926688.000000 Penalty: 5517.661133
	Iteration 42Q: 3 clusters Score -8926688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8926721.000000 Penalty: 5517.661133
	Iteration 43Q: 3 clusters Score -8926721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -8926733.000000 Penalty: 5517.661133
	Iteration 44Q: 3 clusters Score -8926733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -8926738.000000 Penalty: 5517.661133
	Iteration 45Q: 3 clusters Score -8926738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8926748.000000 Penalty: 5517.661133
	Iteration 46Q: 3 clusters Score -8926748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -8926753.000000 Penalty: 5517.661133
	Iteration 47Q: 3 clusters Score -8926753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -8926765.000000 Penalty: 5517.661133
	Iteration 48Q: 3 clusters Score -8926765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8926775.000000 Penalty: 5517.661133
	Iteration 49Q: 3 clusters Score -8926775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -8926786.000000 Penalty: 5517.661133
	Iteration 50Q: 3 clusters Score -8926786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -8926786.000000 Penalty: 5517.661133
	Iteration 51Q: 3 clusters Score -8926786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -8926795.000000 Penalty: 5517.661133
	Iteration 52Q: 3 clusters Score -8926795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -8926796.000000 Penalty: 5517.661133
	Iteration 53Q: 3 clusters Score -8926796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -8926808.000000 Penalty: 5517.661133
	Iteration 54Q: 3 clusters Score -8926808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -8926804.000000 Penalty: 5517.661133
	Iteration 55Q: 3 clusters Score -8926804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -8926810.000000 Penalty: 5517.661133
	Iteration 56Q: 3 clusters Score -8926810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8926811.000000 Penalty: 5517.661133
	Iteration 57Q: 3 clusters Score -8926811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -8926820.000000 Penalty: 5517.661133
	Iteration 58Q: 3 clusters Score -8926820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -8926823.000000 Penalty: 5517.661133
	Iteration 59Q: 3 clusters Score -8926823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -8926830.000000 Penalty: 5517.661133
	Iteration 60F: 3 clusters Score -8926830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Entering Unmasked Estep 
Score: -6420745.500000 Penalty: 2668.766113
	Iteration 0F: 2 clusters Score -6420746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -6389046.500000 Penalty: 5337.532227
	Iteration 0F: 3 clusters Score -6389046 nChanged 21705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -6401175.000000 Penalty: 5337.532227
	Iteration 1F: 3 clusters Score -6401175 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -6401672.000000 Penalty: 5337.532227
	Iteration 2Q: 3 clusters Score -6401672 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -6402162.000000 Penalty: 5337.532227
	Iteration 3Q: 3 clusters Score -6402162 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6402654.500000 Penalty: 5337.532227
	Iteration 4Q: 3 clusters Score -6402654 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -6403135.500000 Penalty: 5337.532227
	Iteration 5Q: 3 clusters Score -6403136 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6403674.000000 Penalty: 5337.532227
	Iteration 6Q: 3 clusters Score -6403674 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6404219.500000 Penalty: 5337.532227
	Iteration 7Q: 3 clusters Score -6404220 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6404843.000000 Penalty: 5337.532227
	Iteration 8Q: 3 clusters Score -6404843 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -6405607.500000 Penalty: 5337.532227
	Iteration 9Q: 3 clusters Score -6405608 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -6406529.000000 Penalty: 5337.532227
	Iteration 10Q: 3 clusters Score -6406529 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6407799.500000 Penalty: 5337.532227
	Iteration 11Q: 3 clusters Score -6407800 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6409522.000000 Penalty: 5337.532227
	Iteration 12F: 3 clusters Score -6409522 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -6411329.500000 Penalty: 5337.532227
	Iteration 13F: 3 clusters Score -6411330 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6412507.000000 Penalty: 5337.532227
	Iteration 14F: 3 clusters Score -6412507 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -6413115.500000 Penalty: 5337.532227
	Iteration 15Q: 3 clusters Score -6413116 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -6413456.000000 Penalty: 5337.532227
	Iteration 16Q: 3 clusters Score -6413456 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -6413665.000000 Penalty: 5337.532227
	Iteration 17Q: 3 clusters Score -6413665 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6413844.000000 Penalty: 5337.532227
	Iteration 18Q: 3 clusters Score -6413844 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -6414032.500000 Penalty: 5337.532227
	Iteration 19Q: 3 clusters Score -6414032 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6414274.500000 Penalty: 5337.532227
	Iteration 20F: 3 clusters Score -6414274 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -6414504.000000 Penalty: 5337.532227
	Iteration 21Q: 3 clusters Score -6414504 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -6414701.000000 Penalty: 5337.532227
	Iteration 22Q: 3 clusters Score -6414701 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6414874.500000 Penalty: 5337.532227
	Iteration 23Q: 3 clusters Score -6414874 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -6415068.500000 Penalty: 5337.532227
	Iteration 24Q: 3 clusters Score -6415068 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -6415206.500000 Penalty: 5337.532227
	Iteration 25Q: 3 clusters Score -6415206 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -6415326.000000 Penalty: 5337.532227
	Iteration 26Q: 3 clusters Score -6415326 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -6415521.000000 Penalty: 5337.532227
	Iteration 27Q: 3 clusters Score -6415521 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -6415633.500000 Penalty: 5337.532227
	Iteration 28Q: 3 clusters Score -6415634 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -6415756.000000 Penalty: 5337.532227
	Iteration 29Q: 3 clusters Score -6415756 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -6415895.500000 Penalty: 5337.532227
	Iteration 30Q: 3 clusters Score -6415896 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -6416004.500000 Penalty: 5337.532227
	Iteration 31Q: 3 clusters Score -6416004 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -6416105.000000 Penalty: 5337.532227
	Iteration 32Q: 3 clusters Score -6416105 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -6416208.500000 Penalty: 5337.532227
	Iteration 33Q: 3 clusters Score -6416208 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -6416282.000000 Penalty: 5337.532227
	Iteration 34Q: 3 clusters Score -6416282 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -6416415.500000 Penalty: 5337.532227
	Iteration 35Q: 3 clusters Score -6416416 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -6416508.500000 Penalty: 5337.532227
	Iteration 36Q: 3 clusters Score -6416508 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -6416571.000000 Penalty: 5337.532227
	Iteration 37Q: 3 clusters Score -6416571 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -6416705.500000 Penalty: 5337.532227
	Iteration 38Q: 3 clusters Score -6416706 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -6416842.500000 Penalty: 5337.532227
	Iteration 39Q: 3 clusters Score -6416842 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -6416975.500000 Penalty: 5337.532227
	Iteration 40F: 3 clusters Score -6416976 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -6417099.500000 Penalty: 5337.532227
	Iteration 41Q: 3 clusters Score -6417100 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -6417207.000000 Penalty: 5337.532227
	Iteration 42Q: 3 clusters Score -6417207 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -6417304.000000 Penalty: 5337.532227
	Iteration 43Q: 3 clusters Score -6417304 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -6417397.000000 Penalty: 5337.532227
	Iteration 44Q: 3 clusters Score -6417397 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -6417489.000000 Penalty: 5337.532227
	Iteration 45Q: 3 clusters Score -6417489 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -6417580.000000 Penalty: 5337.532227
	Iteration 46Q: 3 clusters Score -6417580 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -6417651.500000 Penalty: 5337.532227
	Iteration 47Q: 3 clusters Score -6417652 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6417758.000000 Penalty: 5337.532227
	Iteration 48Q: 3 clusters Score -6417758 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -6417857.000000 Penalty: 5337.532227
	Iteration 49Q: 3 clusters Score -6417857 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -6417927.500000 Penalty: 5337.532227
	Iteration 50Q: 3 clusters Score -6417928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6417992.000000 Penalty: 5337.532227
	Iteration 51Q: 3 clusters Score -6417992 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -6418059.500000 Penalty: 5337.532227
	Iteration 52Q: 3 clusters Score -6418060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6418163.000000 Penalty: 5337.532227
	Iteration 53Q: 3 clusters Score -6418163 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6418245.000000 Penalty: 5337.532227
	Iteration 54Q: 3 clusters Score -6418245 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -6418300.500000 Penalty: 5337.532227
	Iteration 55Q: 3 clusters Score -6418300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6418359.000000 Penalty: 5337.532227
	Iteration 56Q: 3 clusters Score -6418359 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6418389.500000 Penalty: 5337.532227
	Iteration 57Q: 3 clusters Score -6418390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -6418444.500000 Penalty: 5337.532227
	Iteration 58Q: 3 clusters Score -6418444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -6418493.000000 Penalty: 5337.532227
	Iteration 59Q: 3 clusters Score -6418493 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -6418518.500000 Penalty: 5337.532227
	Iteration 60F: 3 clusters Score -6418518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -6418556.000000 Penalty: 5337.532227
	Iteration 61Q: 3 clusters Score -6418556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6418586.000000 Penalty: 5337.532227
	Iteration 62Q: 3 clusters Score -6418586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6418606.500000 Penalty: 5337.532227
	Iteration 63Q: 3 clusters Score -6418606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6418626.000000 Penalty: 5337.532227
	Iteration 64Q: 3 clusters Score -6418626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -6418655.500000 Penalty: 5337.532227
	Iteration 65Q: 3 clusters Score -6418656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6418666.000000 Penalty: 5337.532227
	Iteration 66Q: 3 clusters Score -6418666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6418676.000000 Penalty: 5337.532227
	Iteration 67Q: 3 clusters Score -6418676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -6418707.500000 Penalty: 5337.532227
	Iteration 68Q: 3 clusters Score -6418708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -6418730.500000 Penalty: 5337.532227
	Iteration 69Q: 3 clusters Score -6418730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -6418746.000000 Penalty: 5337.532227
	Iteration 70Q: 3 clusters Score -6418746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -6418747.000000 Penalty: 5337.532227
	Iteration 71Q: 3 clusters Score -6418747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6418782.000000 Penalty: 5337.532227
	Iteration 72Q: 3 clusters Score -6418782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -6418808.000000 Penalty: 5337.532227
	Iteration 73Q: 3 clusters Score -6418808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -6418818.500000 Penalty: 5337.532227
	Iteration 74Q: 3 clusters Score -6418818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -6418810.000000 Penalty: 5337.532227
	Iteration 75Q: 3 clusters Score -6418810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -6418814.000000 Penalty: 5337.532227
	Iteration 76Q: 3 clusters Score -6418814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6418814.000000 Penalty: 5337.532227
	Iteration 77Q: 3 clusters Score -6418814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -6418813.000000 Penalty: 5337.532227
	Iteration 78Q: 3 clusters Score -6418813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6418824.500000 Penalty: 5337.532227
	Iteration 79Q: 3 clusters Score -6418824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -6418816.000000 Penalty: 5337.532227
	Iteration 80F: 3 clusters Score -6418816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6418818.000000 Penalty: 5337.532227
	Iteration 81Q: 3 clusters Score -6418818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6418814.500000 Penalty: 5337.532227
	Iteration 82Q: 3 clusters Score -6418814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -6418825.500000 Penalty: 5337.532227
	Iteration 83Q: 3 clusters Score -6418826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -6418814.000000 Penalty: 5337.532227
	Iteration 84Q: 3 clusters Score -6418814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6418812.000000 Penalty: 5337.532227
	Iteration 85Q: 3 clusters Score -6418812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -6418810.000000 Penalty: 5337.532227
	Iteration 86Q: 3 clusters Score -6418810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -6418819.500000 Penalty: 5337.532227
	Iteration 87Q: 3 clusters Score -6418820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -6418827.000000 Penalty: 5337.532227
	Iteration 88Q: 3 clusters Score -6418827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6418835.000000 Penalty: 5337.532227
	Iteration 89Q: 3 clusters Score -6418835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -6418843.500000 Penalty: 5337.532227
	Iteration 90Q: 3 clusters Score -6418844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6418845.000000 Penalty: 5337.532227
	Iteration 91Q: 3 clusters Score -6418845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6418854.000000 Penalty: 5337.532227
	Iteration 92Q: 3 clusters Score -6418854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -6418856.500000 Penalty: 5337.532227
	Iteration 93Q: 3 clusters Score -6418856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6418868.000000 Penalty: 5337.532227
	Iteration 94Q: 3 clusters Score -6418868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -6418871.000000 Penalty: 5337.532227
	Iteration 95Q: 3 clusters Score -6418871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6418887.500000 Penalty: 5337.532227
	Iteration 96Q: 3 clusters Score -6418888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6418888.000000 Penalty: 5337.532227
	Iteration 97Q: 3 clusters Score -6418888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -6418890.500000 Penalty: 5337.532227
	Iteration 98Q: 3 clusters Score -6418890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6418889.000000 Penalty: 5337.532227
	Iteration 99Q: 3 clusters Score -6418889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -6418892.500000 Penalty: 5337.532227
	Iteration 100F: 3 clusters Score -6418892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -6418890.000000 Penalty: 5337.532227
	Iteration 101Q: 3 clusters Score -6418890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -6418894.000000 Penalty: 5337.532227
	Iteration 102Q: 3 clusters Score -6418894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6418893.000000 Penalty: 5337.532227
	Iteration 103Q: 3 clusters Score -6418893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6418895.000000 Penalty: 5337.532227
	Iteration 104Q: 3 clusters Score -6418895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6418899.500000 Penalty: 5337.532227
	Iteration 105Q: 3 clusters Score -6418900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6418899.500000 Penalty: 5337.532227
	Iteration 106F: 3 clusters Score -6418900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Entering Unmasked Estep 
Score: -3437458.000000 Penalty: 2512.344971
	Iteration 0F: 2 clusters Score -3437458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3420124.750000 Penalty: 5024.689941
	Iteration 0F: 3 clusters Score -3420125 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3426265.000000 Penalty: 5024.689941
	Iteration 1F: 3 clusters Score -3426265 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3426713.250000 Penalty: 5024.689941
	Iteration 2F: 3 clusters Score -3426713 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3427214.500000 Penalty: 5024.689941
	Iteration 3Q: 3 clusters Score -3427214 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3427738.750000 Penalty: 5024.689941
	Iteration 4Q: 3 clusters Score -3427739 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3428439.250000 Penalty: 5024.689941
	Iteration 5F: 3 clusters Score -3428439 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3429363.750000 Penalty: 5024.689941
	Iteration 6F: 3 clusters Score -3429364 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3430532.750000 Penalty: 5024.689941
	Iteration 7F: 3 clusters Score -3430533 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3431797.750000 Penalty: 5024.689941
	Iteration 8F: 3 clusters Score -3431798 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3432864.250000 Penalty: 5024.689941
	Iteration 9F: 3 clusters Score -3432864 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3433469.500000 Penalty: 5024.689941
	Iteration 10Q: 3 clusters Score -3433470 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3433728.500000 Penalty: 5024.689941
	Iteration 11Q: 3 clusters Score -3433728 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3433878.000000 Penalty: 5024.689941
	Iteration 12Q: 3 clusters Score -3433878 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3433985.250000 Penalty: 5024.689941
	Iteration 13Q: 3 clusters Score -3433985 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3434061.000000 Penalty: 5024.689941
	Iteration 14Q: 3 clusters Score -3434061 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3434128.000000 Penalty: 5024.689941
	Iteration 15Q: 3 clusters Score -3434128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3434155.250000 Penalty: 5024.689941
	Iteration 16Q: 3 clusters Score -3434155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3434198.250000 Penalty: 5024.689941
	Iteration 17Q: 3 clusters Score -3434198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3434226.750000 Penalty: 5024.689941
	Iteration 18Q: 3 clusters Score -3434227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3434266.750000 Penalty: 5024.689941
	Iteration 19Q: 3 clusters Score -3434267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3434299.000000 Penalty: 5024.689941
	Iteration 20F: 3 clusters Score -3434299 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3434329.250000 Penalty: 5024.689941
	Iteration 21Q: 3 clusters Score -3434329 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3434351.500000 Penalty: 5024.689941
	Iteration 22Q: 3 clusters Score -3434352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3434390.750000 Penalty: 5024.689941
	Iteration 23Q: 3 clusters Score -3434391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3434411.250000 Penalty: 5024.689941
	Iteration 24Q: 3 clusters Score -3434411 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3434464.750000 Penalty: 5024.689941
	Iteration 25Q: 3 clusters Score -3434465 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3434506.250000 Penalty: 5024.689941
	Iteration 26Q: 3 clusters Score -3434506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3434549.500000 Penalty: 5024.689941
	Iteration 27Q: 3 clusters Score -3434550 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3434596.000000 Penalty: 5024.689941
	Iteration 28Q: 3 clusters Score -3434596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3434643.250000 Penalty: 5024.689941
	Iteration 29Q: 3 clusters Score -3434643 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3434693.500000 Penalty: 5024.689941
	Iteration 30Q: 3 clusters Score -3434694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3434743.750000 Penalty: 5024.689941
	Iteration 31Q: 3 clusters Score -3434744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3434788.000000 Penalty: 5024.689941
	Iteration 32Q: 3 clusters Score -3434788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3434825.000000 Penalty: 5024.689941
	Iteration 33Q: 3 clusters Score -3434825 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3434844.750000 Penalty: 5024.689941
	Iteration 34Q: 3 clusters Score -3434845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3434889.750000 Penalty: 5024.689941
	Iteration 35Q: 3 clusters Score -3434890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3434902.500000 Penalty: 5024.689941
	Iteration 36Q: 3 clusters Score -3434902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3434931.500000 Penalty: 5024.689941
	Iteration 37Q: 3 clusters Score -3434932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3434950.750000 Penalty: 5024.689941
	Iteration 38Q: 3 clusters Score -3434951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3434959.750000 Penalty: 5024.689941
	Iteration 39Q: 3 clusters Score -3434960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3434992.000000 Penalty: 5024.689941
	Iteration 40F: 3 clusters Score -3434992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3434995.250000 Penalty: 5024.689941
	Iteration 41Q: 3 clusters Score -3434995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3435001.750000 Penalty: 5024.689941
	Iteration 42Q: 3 clusters Score -3435002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3435026.750000 Penalty: 5024.689941
	Iteration 43Q: 3 clusters Score -3435027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3435040.500000 Penalty: 5024.689941
	Iteration 44Q: 3 clusters Score -3435040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3435042.500000 Penalty: 5024.689941
	Iteration 45Q: 3 clusters Score -3435042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3435055.500000 Penalty: 5024.689941
	Iteration 46Q: 3 clusters Score -3435056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3435073.000000 Penalty: 5024.689941
	Iteration 47Q: 3 clusters Score -3435073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3435078.750000 Penalty: 5024.689941
	Iteration 48Q: 3 clusters Score -3435079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3435083.000000 Penalty: 5024.689941
	Iteration 49Q: 3 clusters Score -3435083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3435088.750000 Penalty: 5024.689941
	Iteration 50Q: 3 clusters Score -3435089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3435104.000000 Penalty: 5024.689941
	Iteration 51Q: 3 clusters Score -3435104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3435113.500000 Penalty: 5024.689941
	Iteration 52Q: 3 clusters Score -3435114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3435104.500000 Penalty: 5024.689941
	Iteration 53Q: 3 clusters Score -3435104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3435116.000000 Penalty: 5024.689941
	Iteration 54Q: 3 clusters Score -3435116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3435121.000000 Penalty: 5024.689941
	Iteration 55Q: 3 clusters Score -3435121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3435120.500000 Penalty: 5024.689941
	Iteration 56Q: 3 clusters Score -3435120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3435124.250000 Penalty: 5024.689941
	Iteration 57Q: 3 clusters Score -3435124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3435127.000000 Penalty: 5024.689941
	Iteration 58Q: 3 clusters Score -3435127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3435135.000000 Penalty: 5024.689941
	Iteration 59Q: 3 clusters Score -3435135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3435137.750000 Penalty: 5024.689941
	Iteration 60F: 3 clusters Score -3435138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3435145.500000 Penalty: 5024.689941
	Iteration 61Q: 3 clusters Score -3435146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3435150.750000 Penalty: 5024.689941
	Iteration 62Q: 3 clusters Score -3435151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3435154.000000 Penalty: 5024.689941
	Iteration 63Q: 3 clusters Score -3435154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3435150.000000 Penalty: 5024.689941
	Iteration 64Q: 3 clusters Score -3435150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3435161.000000 Penalty: 5024.689941
	Iteration 65Q: 3 clusters Score -3435161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3435162.750000 Penalty: 5024.689941
	Iteration 66Q: 3 clusters Score -3435163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3435165.250000 Penalty: 5024.689941
	Iteration 67Q: 3 clusters Score -3435165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3435174.250000 Penalty: 5024.689941
	Iteration 68Q: 3 clusters Score -3435174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3435174.500000 Penalty: 5024.689941
	Iteration 69Q: 3 clusters Score -3435174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3435181.500000 Penalty: 5024.689941
	Iteration 70Q: 3 clusters Score -3435182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3435184.500000 Penalty: 5024.689941
	Iteration 71Q: 3 clusters Score -3435184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3435187.500000 Penalty: 5024.689941
	Iteration 72Q: 3 clusters Score -3435188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3435185.500000 Penalty: 5024.689941
	Iteration 73Q: 3 clusters Score -3435186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3435191.250000 Penalty: 5024.689941
	Iteration 74Q: 3 clusters Score -3435191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3435204.500000 Penalty: 5024.689941
	Iteration 75Q: 3 clusters Score -3435204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3435212.250000 Penalty: 5024.689941
	Iteration 76Q: 3 clusters Score -3435212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3435210.500000 Penalty: 5024.689941
	Iteration 77Q: 3 clusters Score -3435210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3435211.750000 Penalty: 5024.689941
	Iteration 78Q: 3 clusters Score -3435212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3435216.750000 Penalty: 5024.689941
	Iteration 79Q: 3 clusters Score -3435217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3435220.000000 Penalty: 5024.689941
	Iteration 80F: 3 clusters Score -3435220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3435224.000000 Penalty: 5024.689941
	Iteration 81Q: 3 clusters Score -3435224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3435223.000000 Penalty: 5024.689941
	Iteration 82Q: 3 clusters Score -3435223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3435232.000000 Penalty: 5024.689941
	Iteration 83Q: 3 clusters Score -3435232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3435236.500000 Penalty: 5024.689941
	Iteration 84Q: 3 clusters Score -3435236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3435243.000000 Penalty: 5024.689941
	Iteration 85Q: 3 clusters Score -3435243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3435246.500000 Penalty: 5024.689941
	Iteration 86Q: 3 clusters Score -3435246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3435251.000000 Penalty: 5024.689941
	Iteration 87Q: 3 clusters Score -3435251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3435253.250000 Penalty: 5024.689941
	Iteration 88Q: 3 clusters Score -3435253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3435257.750000 Penalty: 5024.689941
	Iteration 89Q: 3 clusters Score -3435258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3435259.750000 Penalty: 5024.689941
	Iteration 90Q: 3 clusters Score -3435260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3435262.500000 Penalty: 5024.689941
	Iteration 91Q: 3 clusters Score -3435262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3435267.750000 Penalty: 5024.689941
	Iteration 92Q: 3 clusters Score -3435268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3435269.250000 Penalty: 5024.689941
	Iteration 93Q: 3 clusters Score -3435269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3435273.250000 Penalty: 5024.689941
	Iteration 94Q: 3 clusters Score -3435273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3435282.000000 Penalty: 5024.689941
	Iteration 95Q: 3 clusters Score -3435282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3435276.250000 Penalty: 5024.689941
	Iteration 96Q: 3 clusters Score -3435276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3435284.500000 Penalty: 5024.689941
	Iteration 97Q: 3 clusters Score -3435284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3435289.500000 Penalty: 5024.689941
	Iteration 98Q: 3 clusters Score -3435290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3435297.250000 Penalty: 5024.689941
	Iteration 99Q: 3 clusters Score -3435297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3435304.750000 Penalty: 5024.689941
	Iteration 100F: 3 clusters Score -3435305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3435303.500000 Penalty: 5024.689941
	Iteration 101Q: 3 clusters Score -3435304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3435305.750000 Penalty: 5024.689941
	Iteration 102Q: 3 clusters Score -3435306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3435306.250000 Penalty: 5024.689941
	Iteration 103Q: 3 clusters Score -3435306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3435304.750000 Penalty: 5024.689941
	Iteration 104Q: 3 clusters Score -3435305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3435304.000000 Penalty: 5024.689941
	Iteration 105Q: 3 clusters Score -3435304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3435307.750000 Penalty: 5024.689941
	Iteration 106Q: 3 clusters Score -3435308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3435306.750000 Penalty: 5024.689941
	Iteration 107Q: 3 clusters Score -3435307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3435313.750000 Penalty: 5024.689941
	Iteration 108Q: 3 clusters Score -3435314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3435313.250000 Penalty: 5024.689941
	Iteration 109Q: 3 clusters Score -3435313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3435316.250000 Penalty: 5024.689941
	Iteration 110Q: 3 clusters Score -3435316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3435314.000000 Penalty: 5024.689941
	Iteration 111Q: 3 clusters Score -3435314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3435312.750000 Penalty: 5024.689941
	Iteration 112Q: 3 clusters Score -3435313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3435317.500000 Penalty: 5024.689941
	Iteration 113Q: 3 clusters Score -3435318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3435316.250000 Penalty: 5024.689941
	Iteration 114Q: 3 clusters Score -3435316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3435326.750000 Penalty: 5024.689941
	Iteration 115Q: 3 clusters Score -3435327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3435324.500000 Penalty: 5024.689941
	Iteration 116Q: 3 clusters Score -3435324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3435323.000000 Penalty: 5024.689941
	Iteration 117Q: 3 clusters Score -3435323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3435325.000000 Penalty: 5024.689941
	Iteration 118Q: 3 clusters Score -3435325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3435324.500000 Penalty: 5024.689941
	Iteration 119Q: 3 clusters Score -3435324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3435323.750000 Penalty: 5024.689941
	Iteration 120F: 3 clusters Score -3435324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3435325.500000 Penalty: 5024.689941
	Iteration 121Q: 3 clusters Score -3435326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3435333.500000 Penalty: 5024.689941
	Iteration 122Q: 3 clusters Score -3435334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3435327.750000 Penalty: 5024.689941
	Iteration 123Q: 3 clusters Score -3435328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3435325.500000 Penalty: 5024.689941
	Iteration 124Q: 3 clusters Score -3435326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3435326.000000 Penalty: 5024.689941
	Iteration 125Q: 3 clusters Score -3435326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3435328.000000 Penalty: 5024.689941
	Iteration 126Q: 3 clusters Score -3435328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3435329.250000 Penalty: 5024.689941
	Iteration 127Q: 3 clusters Score -3435329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3435328.250000 Penalty: 5024.689941
	Iteration 128Q: 3 clusters Score -3435328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3435331.750000 Penalty: 5024.689941
	Iteration 129Q: 3 clusters Score -3435332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3435332.000000 Penalty: 5024.689941
	Iteration 130Q: 3 clusters Score -3435332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3435332.000000 Penalty: 5024.689941
	Iteration 131F: 3 clusters Score -3435332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -1279742.250000 Penalty: 2285.918945
	Iteration 0F: 2 clusters Score -1279742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1271955.625000 Penalty: 4571.837891
	Iteration 0F: 3 clusters Score -1271956 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1274301.750000 Penalty: 4571.837891
	Iteration 1F: 3 clusters Score -1274302 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1274663.125000 Penalty: 4571.837891
	Iteration 2F: 3 clusters Score -1274663 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1274909.375000 Penalty: 4571.837891
	Iteration 3F: 3 clusters Score -1274909 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1275106.000000 Penalty: 4571.837891
	Iteration 4Q: 3 clusters Score -1275106 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1275260.500000 Penalty: 4571.837891
	Iteration 5Q: 3 clusters Score -1275260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1275404.500000 Penalty: 4571.837891
	Iteration 6Q: 3 clusters Score -1275404 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1275540.375000 Penalty: 4571.837891
	Iteration 7Q: 3 clusters Score -1275540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1275653.500000 Penalty: 4571.837891
	Iteration 8Q: 3 clusters Score -1275654 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1275769.250000 Penalty: 4571.837891
	Iteration 9Q: 3 clusters Score -1275769 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1275879.875000 Penalty: 4571.837891
	Iteration 10Q: 3 clusters Score -1275880 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1275972.875000 Penalty: 4571.837891
	Iteration 11Q: 3 clusters Score -1275973 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1276070.875000 Penalty: 4571.837891
	Iteration 12Q: 3 clusters Score -1276071 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1276178.125000 Penalty: 4571.837891
	Iteration 13Q: 3 clusters Score -1276178 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1276292.875000 Penalty: 4571.837891
	Iteration 14Q: 3 clusters Score -1276293 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1276406.750000 Penalty: 4571.837891
	Iteration 15Q: 3 clusters Score -1276407 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1276518.625000 Penalty: 4571.837891
	Iteration 16Q: 3 clusters Score -1276519 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1276634.500000 Penalty: 4571.837891
	Iteration 17Q: 3 clusters Score -1276634 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1276737.000000 Penalty: 4571.837891
	Iteration 18Q: 3 clusters Score -1276737 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1276829.750000 Penalty: 4571.837891
	Iteration 19Q: 3 clusters Score -1276830 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1276912.625000 Penalty: 4571.837891
	Iteration 20F: 3 clusters Score -1276913 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1276998.750000 Penalty: 4571.837891
	Iteration 21Q: 3 clusters Score -1276999 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1277075.500000 Penalty: 4571.837891
	Iteration 22Q: 3 clusters Score -1277076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1277152.000000 Penalty: 4571.837891
	Iteration 23Q: 3 clusters Score -1277152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1277215.375000 Penalty: 4571.837891
	Iteration 24Q: 3 clusters Score -1277215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1277269.375000 Penalty: 4571.837891
	Iteration 25Q: 3 clusters Score -1277269 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1277329.875000 Penalty: 4571.837891
	Iteration 26Q: 3 clusters Score -1277330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1277377.250000 Penalty: 4571.837891
	Iteration 27Q: 3 clusters Score -1277377 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1277424.125000 Penalty: 4571.837891
	Iteration 28Q: 3 clusters Score -1277424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1277454.375000 Penalty: 4571.837891
	Iteration 29Q: 3 clusters Score -1277454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1277483.750000 Penalty: 4571.837891
	Iteration 30Q: 3 clusters Score -1277484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1277506.000000 Penalty: 4571.837891
	Iteration 31Q: 3 clusters Score -1277506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1277521.875000 Penalty: 4571.837891
	Iteration 32Q: 3 clusters Score -1277522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1277537.000000 Penalty: 4571.837891
	Iteration 33Q: 3 clusters Score -1277537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1277562.750000 Penalty: 4571.837891
	Iteration 34Q: 3 clusters Score -1277563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1277583.500000 Penalty: 4571.837891
	Iteration 35Q: 3 clusters Score -1277584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1277601.500000 Penalty: 4571.837891
	Iteration 36Q: 3 clusters Score -1277602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1277625.250000 Penalty: 4571.837891
	Iteration 37Q: 3 clusters Score -1277625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1277644.875000 Penalty: 4571.837891
	Iteration 38Q: 3 clusters Score -1277645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1277667.875000 Penalty: 4571.837891
	Iteration 39Q: 3 clusters Score -1277668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1277688.250000 Penalty: 4571.837891
	Iteration 40F: 3 clusters Score -1277688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1277703.750000 Penalty: 4571.837891
	Iteration 41Q: 3 clusters Score -1277704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1277722.750000 Penalty: 4571.837891
	Iteration 42Q: 3 clusters Score -1277723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1277739.125000 Penalty: 4571.837891
	Iteration 43Q: 3 clusters Score -1277739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1277755.375000 Penalty: 4571.837891
	Iteration 44Q: 3 clusters Score -1277755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1277769.625000 Penalty: 4571.837891
	Iteration 45Q: 3 clusters Score -1277770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1277784.625000 Penalty: 4571.837891
	Iteration 46Q: 3 clusters Score -1277785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1277795.125000 Penalty: 4571.837891
	Iteration 47Q: 3 clusters Score -1277795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1277811.625000 Penalty: 4571.837891
	Iteration 48Q: 3 clusters Score -1277812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1277825.375000 Penalty: 4571.837891
	Iteration 49Q: 3 clusters Score -1277825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1277832.375000 Penalty: 4571.837891
	Iteration 50Q: 3 clusters Score -1277832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1277846.125000 Penalty: 4571.837891
	Iteration 51Q: 3 clusters Score -1277846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1277853.125000 Penalty: 4571.837891
	Iteration 52Q: 3 clusters Score -1277853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1277857.125000 Penalty: 4571.837891
	Iteration 53Q: 3 clusters Score -1277857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1277860.000000 Penalty: 4571.837891
	Iteration 54Q: 3 clusters Score -1277860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1277863.000000 Penalty: 4571.837891
	Iteration 55Q: 3 clusters Score -1277863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1277867.625000 Penalty: 4571.837891
	Iteration 56Q: 3 clusters Score -1277868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1277871.625000 Penalty: 4571.837891
	Iteration 57Q: 3 clusters Score -1277872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1277876.625000 Penalty: 4571.837891
	Iteration 58Q: 3 clusters Score -1277877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1277881.500000 Penalty: 4571.837891
	Iteration 59Q: 3 clusters Score -1277882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1277886.250000 Penalty: 4571.837891
	Iteration 60F: 3 clusters Score -1277886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1277891.500000 Penalty: 4571.837891
	Iteration 61Q: 3 clusters Score -1277892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1277895.625000 Penalty: 4571.837891
	Iteration 62Q: 3 clusters Score -1277896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1277903.500000 Penalty: 4571.837891
	Iteration 63Q: 3 clusters Score -1277904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1277911.250000 Penalty: 4571.837891
	Iteration 64Q: 3 clusters Score -1277911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1277917.375000 Penalty: 4571.837891
	Iteration 65Q: 3 clusters Score -1277917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1277918.375000 Penalty: 4571.837891
	Iteration 66Q: 3 clusters Score -1277918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1277919.375000 Penalty: 4571.837891
	Iteration 67Q: 3 clusters Score -1277919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1277919.375000 Penalty: 4571.837891
	Iteration 68F: 3 clusters Score -1277919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183429 members 
Entering Unmasked Estep 
Score: -24804564.000000 Penalty: 3005.656738
	Iteration 0F: 2 clusters Score -2.480456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -24689780.000000 Penalty: 6011.313477
	Iteration 0F: 3 clusters Score -2.468978e+07 nChanged 88151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -24741794.000000 Penalty: 6011.313477
	Iteration 1F: 3 clusters Score -2.474179e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -24742840.000000 Penalty: 6011.313477
	Iteration 2Q: 3 clusters Score -2.474284e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 87012 members 
Entering Unmasked Estep 
Score: -24744256.000000 Penalty: 6011.313477
	Iteration 3Q: 3 clusters Score -2.474426e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -24746080.000000 Penalty: 6011.313477
	Iteration 4Q: 3 clusters Score -2.474608e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -24748616.000000 Penalty: 6011.313477
	Iteration 5Q: 3 clusters Score -2.474862e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -24752410.000000 Penalty: 6011.313477
	Iteration 6Q: 3 clusters Score -2.475241e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -24758190.000000 Penalty: 6011.313477
	Iteration 7F: 3 clusters Score -2.475819e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -24765540.000000 Penalty: 6011.313477
	Iteration 8F: 3 clusters Score -2.476554e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -24774150.000000 Penalty: 6011.313477
	Iteration 9F: 3 clusters Score -2.477415e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132376 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -24782288.000000 Penalty: 6011.313477
	Iteration 10F: 3 clusters Score -2.478229e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135885 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -24787314.000000 Penalty: 6011.313477
	Iteration 11Q: 3 clusters Score -2.478731e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -24789778.000000 Penalty: 6011.313477
	Iteration 12Q: 3 clusters Score -2.478978e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -24791068.000000 Penalty: 6011.313477
	Iteration 13Q: 3 clusters Score -2.479107e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -24792200.000000 Penalty: 6011.313477
	Iteration 14Q: 3 clusters Score -2.47922e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144217 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -24793148.000000 Penalty: 6011.313477
	Iteration 15Q: 3 clusters Score -2.479315e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -24794114.000000 Penalty: 6011.313477
	Iteration 16Q: 3 clusters Score -2.479411e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -24795054.000000 Penalty: 6011.313477
	Iteration 17Q: 3 clusters Score -2.479505e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -24796210.000000 Penalty: 6011.313477
	Iteration 18Q: 3 clusters Score -2.479621e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -24797128.000000 Penalty: 6011.313477
	Iteration 19Q: 3 clusters Score -2.479713e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -24797978.000000 Penalty: 6011.313477
	Iteration 20F: 3 clusters Score -2.479798e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -24798800.000000 Penalty: 6011.313477
	Iteration 21Q: 3 clusters Score -2.47988e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -24799554.000000 Penalty: 6011.313477
	Iteration 22Q: 3 clusters Score -2.479955e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -24800258.000000 Penalty: 6011.313477
	Iteration 23Q: 3 clusters Score -2.480026e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159565 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -24800924.000000 Penalty: 6011.313477
	Iteration 24Q: 3 clusters Score -2.480092e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -24801630.000000 Penalty: 6011.313477
	Iteration 25Q: 3 clusters Score -2.480163e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -24802078.000000 Penalty: 6011.313477
	Iteration 26Q: 3 clusters Score -2.480208e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -24802504.000000 Penalty: 6011.313477
	Iteration 27Q: 3 clusters Score -2.48025e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165466 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -24802814.000000 Penalty: 6011.313477
	Iteration 28Q: 3 clusters Score -2.480281e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166737 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -24803352.000000 Penalty: 6011.313477
	Iteration 29Q: 3 clusters Score -2.480335e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168091 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -24803854.000000 Penalty: 6011.313477
	Iteration 30Q: 3 clusters Score -2.480385e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169457 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -24804204.000000 Penalty: 6011.313477
	Iteration 31Q: 3 clusters Score -2.48042e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170794 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -24804502.000000 Penalty: 6011.313477
	Iteration 32Q: 3 clusters Score -2.48045e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -24804698.000000 Penalty: 6011.313477
	Iteration 33Q: 3 clusters Score -2.48047e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -24804852.000000 Penalty: 6011.313477
	Iteration 34Q: 3 clusters Score -2.480485e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174475 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -24804800.000000 Penalty: 6011.313477
	Iteration 35Q: 3 clusters Score -2.48048e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -24804682.000000 Penalty: 6011.313477
	Iteration 36Q: 3 clusters Score -2.480468e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176553 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -24804582.000000 Penalty: 6011.313477
	Iteration 37Q: 3 clusters Score -2.480458e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -24804552.000000 Penalty: 6011.313477
	Iteration 38Q: 3 clusters Score -2.480455e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -24804542.000000 Penalty: 6011.313477
	Iteration 39Q: 3 clusters Score -2.480454e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178722 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -24804430.000000 Penalty: 6011.313477
	Iteration 40F: 3 clusters Score -2.480443e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179242 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -24804214.000000 Penalty: 6011.313477
	Iteration 41Q: 3 clusters Score -2.480421e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -24804106.000000 Penalty: 6011.313477
	Iteration 42Q: 3 clusters Score -2.480411e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180103 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -24804018.000000 Penalty: 6011.313477
	Iteration 43Q: 3 clusters Score -2.480402e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -24803940.000000 Penalty: 6011.313477
	Iteration 44Q: 3 clusters Score -2.480394e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -24803818.000000 Penalty: 6011.313477
	Iteration 45Q: 3 clusters Score -2.480382e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180920 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -24803690.000000 Penalty: 6011.313477
	Iteration 46Q: 3 clusters Score -2.480369e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181084 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -24803588.000000 Penalty: 6011.313477
	Iteration 47Q: 3 clusters Score -2.480359e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24803520.000000 Penalty: 6011.313477
	Iteration 48Q: 3 clusters Score -2.480352e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -24803470.000000 Penalty: 6011.313477
	Iteration 49Q: 3 clusters Score -2.480347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181493 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -24803416.000000 Penalty: 6011.313477
	Iteration 50Q: 3 clusters Score -2.480342e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181576 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24803394.000000 Penalty: 6011.313477
	Iteration 51Q: 3 clusters Score -2.480339e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181650 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -24803394.000000 Penalty: 6011.313477
	Iteration 52Q: 3 clusters Score -2.480339e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181712 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24803380.000000 Penalty: 6011.313477
	Iteration 53Q: 3 clusters Score -2.480338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181757 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24803366.000000 Penalty: 6011.313477
	Iteration 54Q: 3 clusters Score -2.480337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181796 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24803366.000000 Penalty: 6011.313477
	Iteration 55Q: 3 clusters Score -2.480337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181832 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24803350.000000 Penalty: 6011.313477
	Iteration 56Q: 3 clusters Score -2.480335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181858 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -24803352.000000 Penalty: 6011.313477
	Iteration 57Q: 3 clusters Score -2.480335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24803342.000000 Penalty: 6011.313477
	Iteration 58Q: 3 clusters Score -2.480334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -24803316.000000 Penalty: 6011.313477
	Iteration 59Q: 3 clusters Score -2.480332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181926 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -24803306.000000 Penalty: 6011.313477
	Iteration 60F: 3 clusters Score -2.480331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -24803302.000000 Penalty: 6011.313477
	Iteration 61Q: 3 clusters Score -2.48033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -24803278.000000 Penalty: 6011.313477
	Iteration 62Q: 3 clusters Score -2.480328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -24803268.000000 Penalty: 6011.313477
	Iteration 63Q: 3 clusters Score -2.480327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182028 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24803238.000000 Penalty: 6011.313477
	Iteration 64Q: 3 clusters Score -2.480324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182047 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -24803212.000000 Penalty: 6011.313477
	Iteration 65Q: 3 clusters Score -2.480321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -24803188.000000 Penalty: 6011.313477
	Iteration 66Q: 3 clusters Score -2.480319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182077 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -24803190.000000 Penalty: 6011.313477
	Iteration 67Q: 3 clusters Score -2.480319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -24803172.000000 Penalty: 6011.313477
	Iteration 68Q: 3 clusters Score -2.480317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182116 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -24803154.000000 Penalty: 6011.313477
	Iteration 69Q: 3 clusters Score -2.480315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182134 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24803150.000000 Penalty: 6011.313477
	Iteration 70Q: 3 clusters Score -2.480315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -24803142.000000 Penalty: 6011.313477
	Iteration 71Q: 3 clusters Score -2.480314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182159 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -24803136.000000 Penalty: 6011.313477
	Iteration 72Q: 3 clusters Score -2.480314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24803128.000000 Penalty: 6011.313477
	Iteration 73Q: 3 clusters Score -2.480313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -24803122.000000 Penalty: 6011.313477
	Iteration 74Q: 3 clusters Score -2.480312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182173 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24803124.000000 Penalty: 6011.313477
	Iteration 75Q: 3 clusters Score -2.480312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182184 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -24803126.000000 Penalty: 6011.313477
	Iteration 76Q: 3 clusters Score -2.480313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182195 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24803138.000000 Penalty: 6011.313477
	Iteration 77Q: 3 clusters Score -2.480314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24803134.000000 Penalty: 6011.313477
	Iteration 78Q: 3 clusters Score -2.480313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182218 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24803090.000000 Penalty: 6011.313477
	Iteration 79Q: 3 clusters Score -2.480309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182223 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24803106.000000 Penalty: 6011.313477
	Iteration 80F: 3 clusters Score -2.480311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182230 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24803096.000000 Penalty: 6011.313477
	Iteration 81Q: 3 clusters Score -2.48031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182233 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -24803094.000000 Penalty: 6011.313477
	Iteration 82Q: 3 clusters Score -2.480309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182236 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -24803110.000000 Penalty: 6011.313477
	Iteration 83Q: 3 clusters Score -2.480311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182238 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -24803088.000000 Penalty: 6011.313477
	Iteration 84Q: 3 clusters Score -2.480309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182240 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -24803076.000000 Penalty: 6011.313477
	Iteration 85Q: 3 clusters Score -2.480308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182243 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -24803082.000000 Penalty: 6011.313477
	Iteration 86Q: 3 clusters Score -2.480308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182246 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -24803084.000000 Penalty: 6011.313477
	Iteration 87Q: 3 clusters Score -2.480308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -24803066.000000 Penalty: 6011.313477
	Iteration 88Q: 3 clusters Score -2.480307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -24803074.000000 Penalty: 6011.313477
	Iteration 89Q: 3 clusters Score -2.480307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182256 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -24803066.000000 Penalty: 6011.313477
	Iteration 90Q: 3 clusters Score -2.480307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24803072.000000 Penalty: 6011.313477
	Iteration 91Q: 3 clusters Score -2.480307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182260 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24803076.000000 Penalty: 6011.313477
	Iteration 92Q: 3 clusters Score -2.480308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182263 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -24803062.000000 Penalty: 6011.313477
	Iteration 93Q: 3 clusters Score -2.480306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182267 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -24803066.000000 Penalty: 6011.313477
	Iteration 94Q: 3 clusters Score -2.480307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 6011.313477
	Iteration 95Q: 3 clusters Score -2.480307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182272 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -24803064.000000 Penalty: 6011.313477
	Iteration 96Q: 3 clusters Score -2.480306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24803054.000000 Penalty: 6011.313477
	Iteration 97Q: 3 clusters Score -2.480305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24803046.000000 Penalty: 6011.313477
	Iteration 98Q: 3 clusters Score -2.480305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182284 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24803056.000000 Penalty: 6011.313477
	Iteration 99Q: 3 clusters Score -2.480306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24803052.000000 Penalty: 6011.313477
	Iteration 100F: 3 clusters Score -2.480305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24803042.000000 Penalty: 6011.313477
	Iteration 101Q: 3 clusters Score -2.480304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24803048.000000 Penalty: 6011.313477
	Iteration 102Q: 3 clusters Score -2.480305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24803062.000000 Penalty: 6011.313477
	Iteration 103Q: 3 clusters Score -2.480306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24803050.000000 Penalty: 6011.313477
	Iteration 104Q: 3 clusters Score -2.480305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24803054.000000 Penalty: 6011.313477
	Iteration 105Q: 3 clusters Score -2.480305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182302 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 6011.313477
	Iteration 106Q: 3 clusters Score -2.480307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182304 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24803082.000000 Penalty: 6011.313477
	Iteration 107Q: 3 clusters Score -2.480308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182304 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24803082.000000 Penalty: 6011.313477
	Iteration 108F: 3 clusters Score -2.480308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Entering Unmasked Estep 
Score: -4419996.000000 Penalty: 2575.897949
	Iteration 0F: 2 clusters Score -4419996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4397924.500000 Penalty: 5151.795898
	Iteration 0F: 3 clusters Score -4397924 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4405720.500000 Penalty: 5151.795898
	Iteration 1F: 3 clusters Score -4405720 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4406258.500000 Penalty: 5151.795898
	Iteration 2Q: 3 clusters Score -4406258 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4406743.000000 Penalty: 5151.795898
	Iteration 3Q: 3 clusters Score -4406743 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4407226.000000 Penalty: 5151.795898
	Iteration 4Q: 3 clusters Score -4407226 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4407756.500000 Penalty: 5151.795898
	Iteration 5Q: 3 clusters Score -4407756 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4408386 nChanged 1542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4410290.500000 Penalty: 5151.795898
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4413238 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -4414652.500000 Penalty: 5151.795898
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4415550.000000 Penalty: 5151.795898
	Iteration 12Q: 3 clusters Score -4415550 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4415932 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4416145.000000 Penalty: 5151.795898
	Iteration 14Q: 3 clusters Score -4416145 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4416291.000000 Penalty: 5151.795898
	Iteration 15Q: 3 clusters Score -4416291 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4416399.500000 Penalty: 5151.795898
	Iteration 16Q: 3 clusters Score -4416400 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4416493.500000 Penalty: 5151.795898
	Iteration 17Q: 3 clusters Score -4416494 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4416548.000000 Penalty: 5151.795898
	Iteration 18Q: 3 clusters Score -4416548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4416602 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4416668.500000 Penalty: 5151.795898
	Iteration 20F: 3 clusters Score -4416668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4416714.000000 Penalty: 5151.795898
	Iteration 21Q: 3 clusters Score -4416714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -4416760.000000 Penalty: 5151.795898
	Iteration 22Q: 3 clusters Score -4416760 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4416809.000000 Penalty: 5151.795898
	Iteration 23Q: 3 clusters Score -4416809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4416837.000000 Penalty: 5151.795898
	Iteration 24Q: 3 clusters Score -4416837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4416884.000000 Penalty: 5151.795898
	Iteration 25Q: 3 clusters Score -4416884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4416910.500000 Penalty: 5151.795898
	Iteration 26Q: 3 clusters Score -4416910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4416937.500000 Penalty: 5151.795898
	Iteration 27Q: 3 clusters Score -4416938 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4416969.000000 Penalty: 5151.795898
	Iteration 28Q: 3 clusters Score -4416969 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -4416993.000000 Penalty: 5151.795898
	Iteration 29Q: 3 clusters Score -4416993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4417012.000000 Penalty: 5151.795898
	Iteration 30Q: 3 clusters Score -4417012 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4417030.500000 Penalty: 5151.795898
	Iteration 31Q: 3 clusters Score -4417030 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4417056.500000 Penalty: 5151.795898
	Iteration 32Q: 3 clusters Score -4417056 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4417071.500000 Penalty: 5151.795898
	Iteration 33Q: 3 clusters Score -4417072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4417078.500000 Penalty: 5151.795898
	Iteration 34Q: 3 clusters Score -4417078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4417108.000000 Penalty: 5151.795898
	Iteration 35Q: 3 clusters Score -4417108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -4417113.000000 Penalty: 5151.795898
	Iteration 36Q: 3 clusters Score -4417113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4417120.500000 Penalty: 5151.795898
	Iteration 37Q: 3 clusters Score -4417120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4417127.000000 Penalty: 5151.795898
	Iteration 38Q: 3 clusters Score -4417127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4417117.000000 Penalty: 5151.795898
	Iteration 39Q: 3 clusters Score -4417117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4417124.500000 Penalty: 5151.795898
	Iteration 40F: 3 clusters Score -4417124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4417136.500000 Penalty: 5151.795898
	Iteration 41Q: 3 clusters Score -4417136 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4417132.500000 Penalty: 5151.795898
	Iteration 42Q: 3 clusters Score -4417132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4417139.500000 Penalty: 5151.795898
	Iteration 43Q: 3 clusters Score -4417140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4417139.000000 Penalty: 5151.795898
	Iteration 44Q: 3 clusters Score -4417139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4417141.000000 Penalty: 5151.795898
	Iteration 45Q: 3 clusters Score -4417141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4417141.500000 Penalty: 5151.795898
	Iteration 46Q: 3 clusters Score -4417142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4417147.000000 Penalty: 5151.795898
	Iteration 47Q: 3 clusters Score -4417147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4417147.500000 Penalty: 5151.795898
	Iteration 48Q: 3 clusters Score -4417148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4417160.000000 Penalty: 5151.795898
	Iteration 49Q: 3 clusters Score -4417160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4417166.500000 Penalty: 5151.795898
	Iteration 50Q: 3 clusters Score -4417166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4417170.000000 Penalty: 5151.795898
	Iteration 51Q: 3 clusters Score -4417170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -4417170.500000 Penalty: 5151.795898
	Iteration 52Q: 3 clusters Score -4417170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4417176.500000 Penalty: 5151.795898
	Iteration 53Q: 3 clusters Score -4417176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4417183.500000 Penalty: 5151.795898
	Iteration 54Q: 3 clusters Score -4417184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4417183.000000 Penalty: 5151.795898
	Iteration 55Q: 3 clusters Score -4417183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4417176.500000 Penalty: 5151.795898
	Iteration 56Q: 3 clusters Score -4417176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -4417176.500000 Penalty: 5151.795898
	Iteration 57Q: 3 clusters Score -4417176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -4417181.000000 Penalty: 5151.795898
	Iteration 58Q: 3 clusters Score -4417181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4417194.000000 Penalty: 5151.795898
	Iteration 59Q: 3 clusters Score -4417194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4417192.000000 Penalty: 5151.795898
	Iteration 60F: 3 clusters Score -4417192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -4417196.000000 Penalty: 5151.795898
	Iteration 61Q: 3 clusters Score -4417196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4417200.500000 Penalty: 5151.795898
	Iteration 62Q: 3 clusters Score -4417200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4417210.000000 Penalty: 5151.795898
	Iteration 63Q: 3 clusters Score -4417210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4417209.000000 Penalty: 5151.795898
	Iteration 64Q: 3 clusters Score -4417209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4417217.000000 Penalty: 5151.795898
	Iteration 65Q: 3 clusters Score -4417217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4417213.500000 Penalty: 5151.795898
	Iteration 66Q: 3 clusters Score -4417214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4417221.000000 Penalty: 5151.795898
	Iteration 67Q: 3 clusters Score -4417221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4417226.500000 Penalty: 5151.795898
	Iteration 68Q: 3 clusters Score -4417226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4417241.500000 Penalty: 5151.795898
	Iteration 69Q: 3 clusters Score -4417242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4417251.500000 Penalty: 5151.795898
	Iteration 70Q: 3 clusters Score -4417252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -4417270.500000 Penalty: 5151.795898
	Iteration 71Q: 3 clusters Score -4417270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4417286.500000 Penalty: 5151.795898
	Iteration 72Q: 3 clusters Score -4417286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4417307.000000 Penalty: 5151.795898
	Iteration 73Q: 3 clusters Score -4417307 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4417329.500000 Penalty: 5151.795898
	Iteration 74Q: 3 clusters Score -4417330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4417327.000000 Penalty: 5151.795898
	Iteration 75Q: 3 clusters Score -4417327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4417353.000000 Penalty: 5151.795898
	Iteration 76Q: 3 clusters Score -4417353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4417358.500000 Penalty: 5151.795898
	Iteration 77Q: 3 clusters Score -4417358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -4417366.000000 Penalty: 5151.795898
	Iteration 78Q: 3 clusters Score -4417366 nChanged 33
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Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4417371.000000 Penalty: 5151.795898
	Iteration 79Q: 3 clusters Score -4417371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4417378.000000 Penalty: 5151.795898
	Iteration 80F: 3 clusters Score -4417378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -4417375.000000 Penalty: 5151.795898
	Iteration 81Q: 3 clusters Score -4417375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4417374.000000 Penalty: 5151.795898
	Iteration 82Q: 3 clusters Score -4417374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4417398.500000 Penalty: 5151.795898
	Iteration 83Q: 3 clusters Score -4417398 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4417397.000000 Penalty: 5151.795898
	Iteration 84Q: 3 clusters Score -4417397 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
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Entering Unmasked Estep 
Score: -4417391.500000 Penalty: 5151.795898
	Iteration 85Q: 3 clusters Score -4417392 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4417384.000000 Penalty: 5151.795898
	Iteration 86Q: 3 clusters Score -4417384 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -4417400.000000 Penalty: 5151.795898
	Iteration 87Q: 3 clusters Score -4417400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4417400.500000 Penalty: 5151.795898
	Iteration 88Q: 3 clusters Score -4417400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4417401.500000 Penalty: 5151.795898
	Iteration 89Q: 3 clusters Score -4417402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4417405.500000 Penalty: 5151.795898
	Iteration 90Q: 3 clusters Score -4417406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4417405.500000 Penalty: 5151.795898
	Iteration 91Q: 3 clusters Score -4417406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4417408.000000 Penalty: 5151.795898
	Iteration 92Q: 3 clusters Score -4417408 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4417417.500000 Penalty: 5151.795898
	Iteration 93Q: 3 clusters Score -4417418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4417415.000000 Penalty: 5151.795898
	Iteration 94Q: 3 clusters Score -4417415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -4417418.500000 Penalty: 5151.795898
	Iteration 95Q: 3 clusters Score -4417418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4417426.000000 Penalty: 5151.795898
	Iteration 96Q: 3 clusters Score -4417426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4417423.500000 Penalty: 5151.795898
	Iteration 97Q: 3 clusters Score -4417424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
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Entering Unmasked Estep 
Score: -4417420.500000 Penalty: 5151.795898
	Iteration 98Q: 3 clusters Score -4417420 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4417422.000000 Penalty: 5151.795898
	Iteration 99Q: 3 clusters Score -4417422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4417428.500000 Penalty: 5151.795898
	Iteration 100F: 3 clusters Score -4417428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4417430.500000 Penalty: 5151.795898
	Iteration 101Q: 3 clusters Score -4417430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -4417425.500000 Penalty: 5151.795898
	Iteration 102Q: 3 clusters Score -4417426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4417436.000000 Penalty: 5151.795898
	Iteration 103Q: 3 clusters Score -4417436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4417437.500000 Penalty: 5151.795898
	Iteration 104Q: 3 clusters Score -4417438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4417435.000000 Penalty: 5151.795898
	Iteration 105Q: 3 clusters Score -4417435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4417435.000000 Penalty: 5151.795898
	Iteration 106Q: 3 clusters Score -4417435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4417444.000000 Penalty: 5151.795898
	Iteration 107Q: 3 clusters Score -4417444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4417435.000000 Penalty: 5151.795898
	Iteration 108Q: 3 clusters Score -4417435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4417435.500000 Penalty: 5151.795898
	Iteration 109Q: 3 clusters Score -4417436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4417438.000000 Penalty: 5151.795898
	Iteration 110Q: 3 clusters Score -4417438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4417435.000000 Penalty: 5151.795898
	Iteration 111Q: 3 clusters Score -4417435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4417435.000000 Penalty: 5151.795898
	Iteration 112F: 3 clusters Score -4417435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -411183.562500 Penalty: 1982.668823
	Iteration 0F: 2 clusters Score -411183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -407926.156250 Penalty: 3965.337646
	Iteration 0F: 3 clusters Score -407926.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -408573.218750 Penalty: 3965.337646
	Iteration 1F: 3 clusters Score -408573.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408695.187500 Penalty: 3965.337646
	Iteration 2F: 3 clusters Score -408695.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -408776.687500 Penalty: 3965.337646
	Iteration 3Q: 3 clusters Score -408776.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -408834.656250 Penalty: 3965.337646
	Iteration 4Q: 3 clusters Score -408834.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408874.093750 Penalty: 3965.337646
	Iteration 5Q: 3 clusters Score -408874.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408900.125000 Penalty: 3965.337646
	Iteration 6Q: 3 clusters Score -408900.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -408914.250000 Penalty: 3965.337646
	Iteration 7Q: 3 clusters Score -408914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -408921.000000 Penalty: 3965.337646
	Iteration 8Q: 3 clusters Score -408921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -408931.968750 Penalty: 3965.337646
	Iteration 9Q: 3 clusters Score -408932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -408939.187500 Penalty: 3965.337646
	Iteration 10Q: 3 clusters Score -408939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -408943.531250 Penalty: 3965.337646
	Iteration 11Q: 3 clusters Score -408943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -408947.593750 Penalty: 3965.337646
	Iteration 12Q: 3 clusters Score -408947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408951.125000 Penalty: 3965.337646
	Iteration 13Q: 3 clusters Score -408951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408954.437500 Penalty: 3965.337646
	Iteration 14Q: 3 clusters Score -408954.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -408960.562500 Penalty: 3965.337646
	Iteration 15Q: 3 clusters Score -408960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -408965.593750 Penalty: 3965.337646
	Iteration 16Q: 3 clusters Score -408965.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -408973.125000 Penalty: 3965.337646
	Iteration 17Q: 3 clusters Score -408973.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408978.906250 Penalty: 3965.337646
	Iteration 18Q: 3 clusters Score -408978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408984.125000 Penalty: 3965.337646
	Iteration 19Q: 3 clusters Score -408984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -408988.156250 Penalty: 3965.337646
	Iteration 20F: 3 clusters Score -408988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -408991.562500 Penalty: 3965.337646
	Iteration 21Q: 3 clusters Score -408991.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -408994.406250 Penalty: 3965.337646
	Iteration 22Q: 3 clusters Score -408994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -408996.750000 Penalty: 3965.337646
	Iteration 23Q: 3 clusters Score -408996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -408997.593750 Penalty: 3965.337646
	Iteration 24Q: 3 clusters Score -408997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -408997.593750 Penalty: 3965.337646
	Iteration 25F: 3 clusters Score -408997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -41716.531250 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -41716.53 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 204 members 
Entering Unmasked Estep 
Score: -40487.542969 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -40487.54 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40902.539062 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -40902.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41020.289062 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -41020.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41081.613281 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -41081.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41150.449219 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -41150.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41370.367188 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -41370.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41428.242188 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -41428.24 nChanged 9
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: -41463.312500 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -41463.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41491.312500 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -41491.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41507.066406 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -41507.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41510.902344 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -41510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41515.609375 Penalty: 2942.393555
	Iteration 11F: 3 clusters Score -41515.61 nChanged 1
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: -41520.375000 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -41520.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41522.238281 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -41522.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41522.238281 Penalty: 2942.393555
	Iteration 14F: 3 clusters Score -41522.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Entering Unmasked Estep 
Score: -6823102.500000 Penalty: 2683.523193
	Iteration 0F: 2 clusters Score -6823102 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 24906 members 
Entering Unmasked Estep 
Score: -6789369.000000 Penalty: 5367.046387
	Iteration 0F: 3 clusters Score -6789369 nChanged 23231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6802203.000000 Penalty: 5367.046387
	Iteration 1F: 3 clusters Score -6802203 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -6802840.000000 Penalty: 5367.046387
	Iteration 2Q: 3 clusters Score -6802840 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -6803510.500000 Penalty: 5367.046387
	Iteration 3Q: 3 clusters Score -6803510 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6804634.500000 Penalty: 5367.046387
	Iteration 4Q: 3 clusters Score -6804634 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -6806614.000000 Penalty: 5367.046387
	Iteration 5F: 3 clusters Score -6806614 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -6809620.500000 Penalty: 5367.046387
	Iteration 6F: 3 clusters Score -6809620 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -6813603.500000 Penalty: 5367.046387
	Iteration 7F: 3 clusters Score -6813604 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6817220.000000 Penalty: 5367.046387
	Iteration 8F: 3 clusters Score -6817220 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6819391.500000 Penalty: 5367.046387
	Iteration 9Q: 3 clusters Score -6819392 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6820245.500000 Penalty: 5367.046387
	Iteration 10Q: 3 clusters Score -6820246 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6820517.500000 Penalty: 5367.046387
	Iteration 11Q: 3 clusters Score -6820518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6820628.500000 Penalty: 5367.046387
	Iteration 12Q: 3 clusters Score -6820628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6820689.500000 Penalty: 5367.046387
	Iteration 13Q: 3 clusters Score -6820690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6820733.500000 Penalty: 5367.046387
	Iteration 14Q: 3 clusters Score -6820734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6820766.000000 Penalty: 5367.046387
	Iteration 15Q: 3 clusters Score -6820766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6820779.500000 Penalty: 5367.046387
	Iteration 16Q: 3 clusters Score -6820780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6820786.500000 Penalty: 5367.046387
	Iteration 17Q: 3 clusters Score -6820786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6820802.500000 Penalty: 5367.046387
	Iteration 18Q: 3 clusters Score -6820802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6820809.500000 Penalty: 5367.046387
	Iteration 19Q: 3 clusters Score -6820810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6820812.000000 Penalty: 5367.046387
	Iteration 20F: 3 clusters Score -6820812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6820822.500000 Penalty: 5367.046387
	Iteration 21Q: 3 clusters Score -6820822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6820824.000000 Penalty: 5367.046387
	Iteration 22Q: 3 clusters Score -6820824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6820820.500000 Penalty: 5367.046387
	Iteration 23Q: 3 clusters Score -6820820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6820825.000000 Penalty: 5367.046387
	Iteration 24Q: 3 clusters Score -6820825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6820828.000000 Penalty: 5367.046387
	Iteration 25Q: 3 clusters Score -6820828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6820827.500000 Penalty: 5367.046387
	Iteration 26Q: 3 clusters Score -6820828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6820833.000000 Penalty: 5367.046387
	Iteration 27Q: 3 clusters Score -6820833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6820833.000000 Penalty: 5367.046387
	Iteration 28F: 3 clusters Score -6820833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -270594.375000 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -270594.4 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 1056 members 
Entering Unmasked Estep 
Score: -267895.468750 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -267895.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -268353.531250 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -268353.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268484.718750 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -268484.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -268550.437500 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -268550.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -268590.125000 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -268590.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -268616.687500 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -268616.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268637.062500 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -268637.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -268651.562500 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -268651.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -268662.187500 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -268662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -268674.593750 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -268674.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -268685.031250 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -268685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -268691.750000 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -268691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268696.000000 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -268696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -268700.375000 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -268700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268705.562500 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -268705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268707.250000 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -268707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268708.062500 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -268708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268708.750000 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -268708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -268709.812500 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -268709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268709.968750 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -268710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -268710.250000 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -268710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -800561.125000 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -800561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -795302.562500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -795302.6 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -796567.062500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -796567.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -796835.562500 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -796835.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -797076.187500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -797076.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -797257.437500 Penalty: 4332.740723
	Iteration 4Q: 3 clusters Score -797257.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -797450.812500 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -797450.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -797650.562500 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -797650.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -797850.875000 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -797850.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -798013.000000 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -798013 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -798164.000000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -798164 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -798272.625000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -798272.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -798372.687500 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -798372.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -798454.375000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -798454.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -798520.125000 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -798520.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -798586.937500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -798586.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -798648.875000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -798648.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -798700.062500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -798700.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -798732.625000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -798732.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -798762.750000 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -798762.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -798787.437500 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -798787.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -798810.375000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -798810.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -798826.312500 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -798826.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -798845.187500 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -798845.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -798860.500000 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -798860.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -798873.875000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -798873.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -798898.500000 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -798898.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -798913.562500 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -798913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -798925.562500 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -798925.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -798935.562500 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -798935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -798937.562500 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -798937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -798940.437500 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -798940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -798943.875000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -798943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -798944.250000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -798944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -798946.875000 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -798946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -798949.250000 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -798949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -798949.875000 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -798949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -798952.687500 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -798952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -798951.562500 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -798951.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -798955.125000 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -798955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -798959.375000 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -798959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -798961.375000 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -798961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -798965.625000 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -798965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -798969.312500 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -798969.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -798974.312500 Penalty: 4332.740723
	Iteration 43Q: 3 clusters Score -798974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -798980.000000 Penalty: 4332.740723
	Iteration 44Q: 3 clusters Score -798980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -798978.437500 Penalty: 4332.740723
	Iteration 45Q: 3 clusters Score -798978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -798980.437500 Penalty: 4332.740723
	Iteration 46Q: 3 clusters Score -798980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -798980.312500 Penalty: 4332.740723
	Iteration 47Q: 3 clusters Score -798980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -798982.062500 Penalty: 4332.740723
	Iteration 48Q: 3 clusters Score -798982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -798982.625000 Penalty: 4332.740723
	Iteration 49Q: 3 clusters Score -798982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -798983.562500 Penalty: 4332.740723
	Iteration 50Q: 3 clusters Score -798983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -798982.875000 Penalty: 4332.740723
	Iteration 51Q: 3 clusters Score -798982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -798983.687500 Penalty: 4332.740723
	Iteration 52Q: 3 clusters Score -798983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -798983.687500 Penalty: 4332.740723
	Iteration 53F: 3 clusters Score -798983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1404302.125000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -1404302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1395562.250000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -1395562 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1398482.750000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -1398483 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1398957.250000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -1398957 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1399299.250000 Penalty: 4653.608398
	Iteration 3F: 3 clusters Score -1399299 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1399588.375000 Penalty: 4653.608398
	Iteration 4Q: 3 clusters Score -1399588 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1399879.250000 Penalty: 4653.608398
	Iteration 5Q: 3 clusters Score -1399879 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1400134.000000 Penalty: 4653.608398
	Iteration 6Q: 3 clusters Score -1400134 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1400345.500000 Penalty: 4653.608398
	Iteration 7Q: 3 clusters Score -1400346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1400539.875000 Penalty: 4653.608398
	Iteration 8Q: 3 clusters Score -1400540 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1400753.875000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -1400754 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1400956.375000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -1400956 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1401145.875000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -1401146 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1401320.875000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -1401321 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1401482.250000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -1401482 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1401620.750000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -1401621 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1401737.250000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -1401737 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1401852.125000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -1401852 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1401951.375000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -1401951 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1402046.375000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -1402046 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1402127.625000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -1402128 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1402221.375000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -1402221 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1402320.500000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -1402320 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1402408.875000 Penalty: 4653.608398
	Iteration 22Q: 3 clusters Score -1402409 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1402496.625000 Penalty: 4653.608398
	Iteration 23Q: 3 clusters Score -1402497 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1402566.750000 Penalty: 4653.608398
	Iteration 24Q: 3 clusters Score -1402567 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1402618.500000 Penalty: 4653.608398
	Iteration 25Q: 3 clusters Score -1402618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1402653.000000 Penalty: 4653.608398
	Iteration 26Q: 3 clusters Score -1402653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1402682.000000 Penalty: 4653.608398
	Iteration 27Q: 3 clusters Score -1402682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1402728.750000 Penalty: 4653.608398
	Iteration 28Q: 3 clusters Score -1402729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1402766.875000 Penalty: 4653.608398
	Iteration 29Q: 3 clusters Score -1402767 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1402795.500000 Penalty: 4653.608398
	Iteration 30Q: 3 clusters Score -1402796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1402823.750000 Penalty: 4653.608398
	Iteration 31Q: 3 clusters Score -1402824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1402851.125000 Penalty: 4653.608398
	Iteration 32Q: 3 clusters Score -1402851 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1402881.625000 Penalty: 4653.608398
	Iteration 33Q: 3 clusters Score -1402882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1402901.625000 Penalty: 4653.608398
	Iteration 34Q: 3 clusters Score -1402902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1402913.000000 Penalty: 4653.608398
	Iteration 35Q: 3 clusters Score -1402913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1402922.750000 Penalty: 4653.608398
	Iteration 36Q: 3 clusters Score -1402923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1402931.125000 Penalty: 4653.608398
	Iteration 37Q: 3 clusters Score -1402931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1402937.000000 Penalty: 4653.608398
	Iteration 38Q: 3 clusters Score -1402937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1402939.625000 Penalty: 4653.608398
	Iteration 39Q: 3 clusters Score -1402940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1402942.625000 Penalty: 4653.608398
	Iteration 40F: 3 clusters Score -1402943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1402949.500000 Penalty: 4653.608398
	Iteration 41Q: 3 clusters Score -1402950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1402952.875000 Penalty: 4653.608398
	Iteration 42Q: 3 clusters Score -1402953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1402960.375000 Penalty: 4653.608398
	Iteration 43Q: 3 clusters Score -1402960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1402962.000000 Penalty: 4653.608398
	Iteration 44Q: 3 clusters Score -1402962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1402963.750000 Penalty: 4653.608398
	Iteration 45Q: 3 clusters Score -1402964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1402968.625000 Penalty: 4653.608398
	Iteration 46Q: 3 clusters Score -1402969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1402974.625000 Penalty: 4653.608398
	Iteration 47Q: 3 clusters Score -1402975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1402977.500000 Penalty: 4653.608398
	Iteration 48Q: 3 clusters Score -1402978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1402980.375000 Penalty: 4653.608398
	Iteration 49Q: 3 clusters Score -1402980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1402981.750000 Penalty: 4653.608398
	Iteration 50Q: 3 clusters Score -1402982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1402986.000000 Penalty: 4653.608398
	Iteration 51Q: 3 clusters Score -1402986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1402988.875000 Penalty: 4653.608398
	Iteration 52Q: 3 clusters Score -1402989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1402987.125000 Penalty: 4653.608398
	Iteration 53Q: 3 clusters Score -1402987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1402991.375000 Penalty: 4653.608398
	Iteration 54Q: 3 clusters Score -1402991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1402991.375000 Penalty: 4653.608398
	Iteration 55Q: 3 clusters Score -1402991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1402993.000000 Penalty: 4653.608398
	Iteration 56Q: 3 clusters Score -1402993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1402990.750000 Penalty: 4653.608398
	Iteration 57Q: 3 clusters Score -1402991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1402996.000000 Penalty: 4653.608398
	Iteration 58Q: 3 clusters Score -1402996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1402996.750000 Penalty: 4653.608398
	Iteration 59Q: 3 clusters Score -1402997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1402999.500000 Penalty: 4653.608398
	Iteration 60F: 3 clusters Score -1403000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1402999.875000 Penalty: 4653.608398
	Iteration 61Q: 3 clusters Score -1403000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1402998.875000 Penalty: 4653.608398
	Iteration 62Q: 3 clusters Score -1402999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1403002.250000 Penalty: 4653.608398
	Iteration 63Q: 3 clusters Score -1403002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1402999.750000 Penalty: 4653.608398
	Iteration 64Q: 3 clusters Score -1403000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1403001.375000 Penalty: 4653.608398
	Iteration 65Q: 3 clusters Score -1403001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1403000.750000 Penalty: 4653.608398
	Iteration 66Q: 3 clusters Score -1403001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1402999.750000 Penalty: 4653.608398
	Iteration 67Q: 3 clusters Score -1403000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1402998.750000 Penalty: 4653.608398
	Iteration 68Q: 3 clusters Score -1402999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1403001.375000 Penalty: 4653.608398
	Iteration 69Q: 3 clusters Score -1403001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1403002.625000 Penalty: 4653.608398
	Iteration 70Q: 3 clusters Score -1403003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1403002.625000 Penalty: 4653.608398
	Iteration 71F: 3 clusters Score -1403003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1329525.875000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1329526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1321749.750000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1321750 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1324104.750000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1324105 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1324484.000000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1324484 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1324803.875000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -1324804 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1325106.125000 Penalty: 4581.880859
	Iteration 4Q: 3 clusters Score -1325106 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1325404.500000 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -1325404 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1325749.625000 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -1325750 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1326108.125000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -1326108 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1326491.750000 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -1326492 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1326848.625000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -1326849 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1327256.375000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1327256 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1327727.375000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1327727 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1328267.250000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1328267 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1328744.000000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1328744 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1328966.000000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1328966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1329040.625000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1329041 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1329074.875000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1329075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1329090.875000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1329091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1329097.000000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1329097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1329101.375000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1329101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1329104.500000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1329104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1329103.125000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1329103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1329105.375000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1329105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1329105.125000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1329105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1329104.625000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1329105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1329104.625000 Penalty: 4581.880859
	Iteration 25F: 3 clusters Score -1329105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45997.929688 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45997.93 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 247 members 
Entering Unmasked Estep 
Score: -44694.949219 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44694.95 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45332.660156 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -45332.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45852.589844 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -45852.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46020.406250 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -46020.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46078.945312 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -46078.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46111.406250 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -46111.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46118.984375 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -46118.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46153.566406 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -46153.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46160.437500 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -46160.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46160.437500 Penalty: 3066.314209
	Iteration 9F: 3 clusters Score -46160.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180271 members 
Mstep: Class 5 contains 205038 members 
Mstep: Class 6 contains 72212 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67800 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 25095 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183429 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 78 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 406 members 
Entering Unmasked Estep 
Score: -126425456.000000 Penalty: 95627.414062
Splitting cluster 23 changes total score from -126427176.000000 to -126425456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -25921.734375 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -25921.73 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 104 members 
Entering Unmasked Estep 
Score: -24718.796875 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -24718.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24841.568359 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -24841.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24945.205078 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -24945.21 nChanged 3
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: -25077.914062 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -25077.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25106.082031 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -25106.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25113.552734 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -25113.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25119.117188 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -25119.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25119.117188 Penalty: 2703.715088
	Iteration 7F: 3 clusters Score -25119.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -65169.945312 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -65169.95 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 284 members 
Entering Unmasked Estep 
Score: -63688.605469 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -63688.61 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64222.902344 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -64222.9 nChanged 54
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: -64692.054688 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -64692.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64931.023438 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -64931.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65048.007812 Penalty: 3155.206055
	Iteration 4F: 3 clusters Score -65048.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65106.148438 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -65106.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65149.222656 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -65149.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -65200.886719 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -65200.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -65237.175781 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -65237.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -65241.261719 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -65241.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65245.480469 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -65245.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -65248.644531 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -65248.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -65248.644531 Penalty: 3155.206055
	Iteration 12F: 3 clusters Score -65248.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180271 members 
Mstep: Class 5 contains 205038 members 
Mstep: Class 6 contains 72212 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67800 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 25095 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183429 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 145 members 
Entering Unmasked Estep 
Score: -126425264.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126427176.000000 to -126425264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -50058.386719 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -50058.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48583.453125 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -48583.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48957.113281 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -48957.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49272.574219 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -49272.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49458.187500 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -49458.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49569.613281 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -49569.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49627.375000 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -49627.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49767.128906 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -49767.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49840.347656 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -49840.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49867.019531 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -49867.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49899.855469 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -49899.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49901.914062 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -49901.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49909.441406 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -49909.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49914.492188 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -49914.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49923.343750 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -49923.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49930.031250 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -49930.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49935.007812 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -49935.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49937.765625 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -49937.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49937.765625 Penalty: 3051.755371
	Iteration 17F: 3 clusters Score -49937.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -16939.230469 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -16939.23 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 81 members 
Entering Unmasked Estep 
Score: -15931.697266 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -15931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15987.805664 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -15987.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16034.175781 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -16034.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16039.076172 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -16039.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16039.076172 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -16039.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180271 members 
Mstep: Class 5 contains 205038 members 
Mstep: Class 6 contains 72212 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67800 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 25095 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183429 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427120.000000 Penalty: 92212.148438
Iteration 239Q: 28 clusters Score -1.264271e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180262 members 
Mstep: Class 5 contains 205041 members 
Mstep: Class 6 contains 72209 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67797 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 25096 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183437 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2967 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427184.000000 Penalty: 92212.148438
Iteration 240F: 28 clusters Score -1.264272e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180247 members 
Mstep: Class 5 contains 205046 members 
Mstep: Class 6 contains 72212 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67795 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 25096 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183446 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427280.000000 Penalty: 92212.148438
Iteration 241Q: 28 clusters Score -1.264273e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180240 members 
Mstep: Class 5 contains 205049 members 
Mstep: Class 6 contains 72214 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67795 members 
Mstep: Class 11 contains 47155 members 
Mstep: Class 12 contains 25095 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183448 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427216.000000 Penalty: 92212.148438
Iteration 242Q: 28 clusters Score -1.264272e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180224 members 
Mstep: Class 5 contains 205055 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67794 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 25096 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183453 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 92212.148438
Iteration 243Q: 28 clusters Score -1.264273e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180217 members 
Mstep: Class 5 contains 205055 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67794 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 25098 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183455 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 244Q: 28 clusters Score -1.264273e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180216 members 
Mstep: Class 5 contains 205059 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67792 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 25099 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183454 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427240.000000 Penalty: 92212.148438
Iteration 245Q: 28 clusters Score -1.264272e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180213 members 
Mstep: Class 5 contains 205070 members 
Mstep: Class 6 contains 72224 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67788 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 25099 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183449 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 246Q: 28 clusters Score -1.264273e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180197 members 
Mstep: Class 5 contains 205081 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67783 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 25099 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183457 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50048 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 247Q: 28 clusters Score -1.264273e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180190 members 
Mstep: Class 5 contains 205078 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67782 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 25100 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183459 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50048 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 92212.148438
Iteration 248Q: 28 clusters Score -1.264273e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180191 members 
Mstep: Class 5 contains 205080 members 
Mstep: Class 6 contains 72216 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67780 members 
Mstep: Class 11 contains 47157 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183460 members 
Mstep: Class 15 contains 32431 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50049 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 92212.148438
Iteration 249Q: 28 clusters Score -1.264274e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180188 members 
Mstep: Class 5 contains 205078 members 
Mstep: Class 6 contains 72213 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67779 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183467 members 
Mstep: Class 15 contains 32429 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50049 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427400.000000 Penalty: 92212.148438
Iteration 250Q: 28 clusters Score -1.264274e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180180 members 
Mstep: Class 5 contains 205074 members 
Mstep: Class 6 contains 72215 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 67777 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 183471 members 
Mstep: Class 15 contains 32430 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50050 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 92212.148438
Iteration 251Q: 28 clusters Score -1.264274e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180173 members 
Mstep: Class 5 contains 205082 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67774 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 25102 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183467 members 
Mstep: Class 15 contains 32430 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50050 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427336.000000 Penalty: 92212.148438
Iteration 252Q: 28 clusters Score -1.264273e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180167 members 
Mstep: Class 5 contains 205096 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67771 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 25102 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183465 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50049 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427296.000000 Penalty: 92212.148438
Iteration 253Q: 28 clusters Score -1.264273e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180162 members 
Mstep: Class 5 contains 205103 members 
Mstep: Class 6 contains 72217 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67770 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 25102 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183470 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50048 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427224.000000 Penalty: 92212.148438
Iteration 254Q: 28 clusters Score -1.264272e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180150 members 
Mstep: Class 5 contains 205111 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67771 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183473 members 
Mstep: Class 15 contains 32423 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50049 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427256.000000 Penalty: 92212.148438
Iteration 255Q: 28 clusters Score -1.264273e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180141 members 
Mstep: Class 5 contains 205113 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 67771 members 
Mstep: Class 11 contains 47173 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183476 members 
Mstep: Class 15 contains 32422 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50050 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427288.000000 Penalty: 92212.148438
Iteration 256Q: 28 clusters Score -1.264273e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205119 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67772 members 
Mstep: Class 11 contains 47174 members 
Mstep: Class 12 contains 25102 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183475 members 
Mstep: Class 15 contains 32421 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50049 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 257Q: 28 clusters Score -1.264273e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180135 members 
Mstep: Class 5 contains 205121 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67770 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 25104 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183472 members 
Mstep: Class 15 contains 32421 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50048 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 92212.148438
Iteration 258Q: 28 clusters Score -1.264273e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180135 members 
Mstep: Class 5 contains 205116 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67770 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 25109 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183470 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50048 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 92212.148438
Iteration 259Q: 28 clusters Score -1.264274e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180130 members 
Mstep: Class 5 contains 205122 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67770 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 25108 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183468 members 
Mstep: Class 15 contains 32425 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50047 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427384.000000 Penalty: 92212.148438
Iteration 260F: 28 clusters Score -1.264274e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180133 members 
Mstep: Class 5 contains 205118 members 
Mstep: Class 6 contains 72225 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67771 members 
Mstep: Class 11 contains 47178 members 
Mstep: Class 12 contains 25110 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183459 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427352.000000 Penalty: 92212.148438
Iteration 261Q: 28 clusters Score -1.264274e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180136 members 
Mstep: Class 5 contains 205117 members 
Mstep: Class 6 contains 72230 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67768 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 25112 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183453 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 92212.148438
Iteration 262Q: 28 clusters Score -1.264274e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205116 members 
Mstep: Class 6 contains 72230 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67766 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 25112 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183454 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 263Q: 28 clusters Score -1.264273e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180137 members 
Mstep: Class 5 contains 205117 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183454 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427344.000000 Penalty: 92212.148438
Iteration 264Q: 28 clusters Score -1.264273e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205114 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67766 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 25114 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183455 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 265Q: 28 clusters Score -1.264273e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180134 members 
Mstep: Class 5 contains 205116 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67767 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183458 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 92212.148438
Iteration 266Q: 28 clusters Score -1.264274e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180136 members 
Mstep: Class 5 contains 205115 members 
Mstep: Class 6 contains 72230 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183456 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427352.000000 Penalty: 92212.148438
Iteration 267Q: 28 clusters Score -1.264274e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180136 members 
Mstep: Class 5 contains 205112 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183459 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427336.000000 Penalty: 92212.148438
Iteration 268Q: 28 clusters Score -1.264273e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180133 members 
Mstep: Class 5 contains 205118 members 
Mstep: Class 6 contains 72230 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183456 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427296.000000 Penalty: 92212.148438
Iteration 269Q: 28 clusters Score -1.264273e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180130 members 
Mstep: Class 5 contains 205115 members 
Mstep: Class 6 contains 72234 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183456 members 
Mstep: Class 15 contains 32429 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 270Q: 28 clusters Score -1.264273e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180130 members 
Mstep: Class 5 contains 205116 members 
Mstep: Class 6 contains 72233 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183455 members 
Mstep: Class 15 contains 32429 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 271Q: 28 clusters Score -1.264273e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180130 members 
Mstep: Class 5 contains 205117 members 
Mstep: Class 6 contains 72232 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183454 members 
Mstep: Class 15 contains 32429 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 272Q: 28 clusters Score -1.264273e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180132 members 
Mstep: Class 5 contains 205117 members 
Mstep: Class 6 contains 72231 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183455 members 
Mstep: Class 15 contains 32429 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427344.000000 Penalty: 92212.148438
Iteration 273Q: 28 clusters Score -1.264273e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180136 members 
Mstep: Class 5 contains 205118 members 
Mstep: Class 6 contains 72231 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183451 members 
Mstep: Class 15 contains 32429 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 92212.148438
Iteration 274Q: 28 clusters Score -1.264274e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180142 members 
Mstep: Class 5 contains 205119 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25111 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183448 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427344.000000 Penalty: 92212.148438
Iteration 275Q: 28 clusters Score -1.264273e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180147 members 
Mstep: Class 5 contains 205119 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25111 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183443 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 92212.148438
Iteration 276Q: 28 clusters Score -1.264274e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180148 members 
Mstep: Class 5 contains 205117 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25111 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183446 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427336.000000 Penalty: 92212.148438
Iteration 277Q: 28 clusters Score -1.264273e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180149 members 
Mstep: Class 5 contains 205118 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25111 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183447 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427288.000000 Penalty: 92212.148438
Iteration 278Q: 28 clusters Score -1.264273e+08 nChanged 14
Entering ConstructFrom: 
Score: -126427288.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (27165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Entering Unmasked Estep 
Score: -3554421.750000 Penalty: 2532.001709
	Iteration 0F: 2 clusters Score -3554422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3535762.500000 Penalty: 5064.003418
	Iteration 0F: 3 clusters Score -3535762 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3542141.750000 Penalty: 5064.003418
	Iteration 1F: 3 clusters Score -3542142 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3542571.000000 Penalty: 5064.003418
	Iteration 2Q: 3 clusters Score -3542571 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3543029.000000 Penalty: 5064.003418
	Iteration 3Q: 3 clusters Score -3543029 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3543558.250000 Penalty: 5064.003418
	Iteration 4Q: 3 clusters Score -3543558 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3544204.750000 Penalty: 5064.003418
	Iteration 5Q: 3 clusters Score -3544205 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3544962.500000 Penalty: 5064.003418
	Iteration 6F: 3 clusters Score -3544962 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3545932.000000 Penalty: 5064.003418
	Iteration 7F: 3 clusters Score -3545932 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3547057.250000 Penalty: 5064.003418
	Iteration 8F: 3 clusters Score -3547057 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3548195.500000 Penalty: 5064.003418
	Iteration 9F: 3 clusters Score -3548196 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3549233.000000 Penalty: 5064.003418
	Iteration 10F: 3 clusters Score -3549233 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3550072.500000 Penalty: 5064.003418
	Iteration 11Q: 3 clusters Score -3550072 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3550762.500000 Penalty: 5064.003418
	Iteration 12Q: 3 clusters Score -3550762 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3551288.250000 Penalty: 5064.003418
	Iteration 13Q: 3 clusters Score -3551288 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3551630.750000 Penalty: 5064.003418
	Iteration 14Q: 3 clusters Score -3551631 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3551857.000000 Penalty: 5064.003418
	Iteration 15Q: 3 clusters Score -3551857 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3552025.000000 Penalty: 5064.003418
	Iteration 16Q: 3 clusters Score -3552025 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3552161.500000 Penalty: 5064.003418
	Iteration 17Q: 3 clusters Score -3552162 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3552280.750000 Penalty: 5064.003418
	Iteration 18Q: 3 clusters Score -3552281 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3552374.000000 Penalty: 5064.003418
	Iteration 19Q: 3 clusters Score -3552374 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3552452.000000 Penalty: 5064.003418
	Iteration 20F: 3 clusters Score -3552452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3552517.500000 Penalty: 5064.003418
	Iteration 21Q: 3 clusters Score -3552518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3552563.500000 Penalty: 5064.003418
	Iteration 22Q: 3 clusters Score -3552564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3552618.500000 Penalty: 5064.003418
	Iteration 23Q: 3 clusters Score -3552618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3552680.500000 Penalty: 5064.003418
	Iteration 24Q: 3 clusters Score -3552680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3552721.500000 Penalty: 5064.003418
	Iteration 25Q: 3 clusters Score -3552722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3552760.500000 Penalty: 5064.003418
	Iteration 26Q: 3 clusters Score -3552760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3552798.000000 Penalty: 5064.003418
	Iteration 27Q: 3 clusters Score -3552798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3552812.500000 Penalty: 5064.003418
	Iteration 28Q: 3 clusters Score -3552812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3552828.250000 Penalty: 5064.003418
	Iteration 29Q: 3 clusters Score -3552828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3552851.250000 Penalty: 5064.003418
	Iteration 30Q: 3 clusters Score -3552851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3552879.500000 Penalty: 5064.003418
	Iteration 31Q: 3 clusters Score -3552880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3552895.750000 Penalty: 5064.003418
	Iteration 32Q: 3 clusters Score -3552896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3552918.750000 Penalty: 5064.003418
	Iteration 33Q: 3 clusters Score -3552919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3552920.500000 Penalty: 5064.003418
	Iteration 34Q: 3 clusters Score -3552920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3552933.250000 Penalty: 5064.003418
	Iteration 35Q: 3 clusters Score -3552933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3552935.500000 Penalty: 5064.003418
	Iteration 36Q: 3 clusters Score -3552936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3552947.250000 Penalty: 5064.003418
	Iteration 37Q: 3 clusters Score -3552947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3552952.500000 Penalty: 5064.003418
	Iteration 38Q: 3 clusters Score -3552952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3552951.250000 Penalty: 5064.003418
	Iteration 39Q: 3 clusters Score -3552951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3552960.250000 Penalty: 5064.003418
	Iteration 40F: 3 clusters Score -3552960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3552961.000000 Penalty: 5064.003418
	Iteration 41Q: 3 clusters Score -3552961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3552970.250000 Penalty: 5064.003418
	Iteration 42Q: 3 clusters Score -3552970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3552969.000000 Penalty: 5064.003418
	Iteration 43Q: 3 clusters Score -3552969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3552969.000000 Penalty: 5064.003418
	Iteration 44Q: 3 clusters Score -3552969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3552978.500000 Penalty: 5064.003418
	Iteration 45Q: 3 clusters Score -3552978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3552991.500000 Penalty: 5064.003418
	Iteration 46Q: 3 clusters Score -3552992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3552997.000000 Penalty: 5064.003418
	Iteration 47Q: 3 clusters Score -3552997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3552995.250000 Penalty: 5064.003418
	Iteration 48Q: 3 clusters Score -3552995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3553002.000000 Penalty: 5064.003418
	Iteration 49Q: 3 clusters Score -3553002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3553002.750000 Penalty: 5064.003418
	Iteration 50Q: 3 clusters Score -3553003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3553008.000000 Penalty: 5064.003418
	Iteration 51Q: 3 clusters Score -3553008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3553007.250000 Penalty: 5064.003418
	Iteration 52Q: 3 clusters Score -3553007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3553011.000000 Penalty: 5064.003418
	Iteration 53Q: 3 clusters Score -3553011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3553020.000000 Penalty: 5064.003418
	Iteration 54Q: 3 clusters Score -3553020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3553016.000000 Penalty: 5064.003418
	Iteration 55Q: 3 clusters Score -3553016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3553016.750000 Penalty: 5064.003418
	Iteration 56Q: 3 clusters Score -3553017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3553020.000000 Penalty: 5064.003418
	Iteration 57Q: 3 clusters Score -3553020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3553022.500000 Penalty: 5064.003418
	Iteration 58Q: 3 clusters Score -3553022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3553025.750000 Penalty: 5064.003418
	Iteration 59Q: 3 clusters Score -3553026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3553025.750000 Penalty: 5064.003418
	Iteration 60F: 3 clusters Score -3553026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3553025.000000 Penalty: 5064.003418
	Iteration 61Q: 3 clusters Score -3553025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3553028.000000 Penalty: 5064.003418
	Iteration 62Q: 3 clusters Score -3553028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3553028.750000 Penalty: 5064.003418
	Iteration 63Q: 3 clusters Score -3553029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3553029.250000 Penalty: 5064.003418
	Iteration 64Q: 3 clusters Score -3553029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3553029.250000 Penalty: 5064.003418
	Iteration 65F: 3 clusters Score -3553029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -50140.921875 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -50140.92 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 203 members 
Entering Unmasked Estep 
Score: -48708.589844 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -48708.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48799.183594 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -48799.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48834.289062 Penalty: 2964.270020
	Iteration 2Q: 3 clusters Score -48834.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48840.589844 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -48840.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48844.652344 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -48844.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48844.652344 Penalty: 2964.270020
	Iteration 5F: 3 clusters Score -48844.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -490297.125000 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -490297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -486648.781250 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -486648.8 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -487411.437500 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -487411.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -487564.875000 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -487564.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487645.125000 Penalty: 4069.246094
	Iteration 3Q: 3 clusters Score -487645.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -487711.312500 Penalty: 4069.246094
	Iteration 4Q: 3 clusters Score -487711.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -487754.812500 Penalty: 4069.246094
	Iteration 5Q: 3 clusters Score -487754.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -487782.531250 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -487782.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -487804.468750 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -487804.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -487823.000000 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -487823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -487844.187500 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -487844.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -487864.593750 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -487864.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -487879.843750 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -487879.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -487894.281250 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -487894.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -487909.937500 Penalty: 4069.246094
	Iteration 13Q: 3 clusters Score -487909.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -487925.843750 Penalty: 4069.246094
	Iteration 14Q: 3 clusters Score -487925.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -487940.781250 Penalty: 4069.246094
	Iteration 15Q: 3 clusters Score -487940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -487951.593750 Penalty: 4069.246094
	Iteration 16Q: 3 clusters Score -487951.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -487962.406250 Penalty: 4069.246094
	Iteration 17Q: 3 clusters Score -487962.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -487970.625000 Penalty: 4069.246094
	Iteration 18Q: 3 clusters Score -487970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -487977.156250 Penalty: 4069.246094
	Iteration 19Q: 3 clusters Score -487977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -487980.093750 Penalty: 4069.246094
	Iteration 20F: 3 clusters Score -487980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -487983.531250 Penalty: 4069.246094
	Iteration 21Q: 3 clusters Score -487983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -487984.562500 Penalty: 4069.246094
	Iteration 22Q: 3 clusters Score -487984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -487984.875000 Penalty: 4069.246094
	Iteration 23Q: 3 clusters Score -487984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -487986.156250 Penalty: 4069.246094
	Iteration 24Q: 3 clusters Score -487986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -487987.250000 Penalty: 4069.246094
	Iteration 25Q: 3 clusters Score -487987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -487987.750000 Penalty: 4069.246094
	Iteration 26Q: 3 clusters Score -487987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -487989.375000 Penalty: 4069.246094
	Iteration 27Q: 3 clusters Score -487989.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -487992.218750 Penalty: 4069.246094
	Iteration 28Q: 3 clusters Score -487992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -487993.625000 Penalty: 4069.246094
	Iteration 29Q: 3 clusters Score -487993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -487994.562500 Penalty: 4069.246094
	Iteration 30Q: 3 clusters Score -487994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -487994.562500 Penalty: 4069.246094
	Iteration 31F: 3 clusters Score -487994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180149 members 
Entering Unmasked Estep 
Score: -24391024.000000 Penalty: 3001.181885
	Iteration 0F: 2 clusters Score -2.439102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -24276496.000000 Penalty: 6002.363770
	Iteration 0F: 3 clusters Score -2.42765e+07 nChanged 86503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -24327760.000000 Penalty: 6002.363770
	Iteration 1F: 3 clusters Score -2.432776e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -24329678.000000 Penalty: 6002.363770
	Iteration 2Q: 3 clusters Score -2.432968e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -24332866.000000 Penalty: 6002.363770
	Iteration 3Q: 3 clusters Score -2.433287e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -24338248.000000 Penalty: 6002.363770
	Iteration 4F: 3 clusters Score -2.433825e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -24346470.000000 Penalty: 6002.363770
	Iteration 5F: 3 clusters Score -2.434647e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 126248 members 
Entering Unmasked Estep 
Score: -24357886.000000 Penalty: 6002.363770
	Iteration 6F: 3 clusters Score -2.435789e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 136408 members 
Entering Unmasked Estep 
Score: -24370280.000000 Penalty: 6002.363770
	Iteration 7F: 3 clusters Score -2.437028e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -24379362.000000 Penalty: 6002.363770
	Iteration 8F: 3 clusters Score -2.437936e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -24383698.000000 Penalty: 6002.363770
	Iteration 9Q: 3 clusters Score -2.43837e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -24385702.000000 Penalty: 6002.363770
	Iteration 10Q: 3 clusters Score -2.43857e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 152591 members 
Entering Unmasked Estep 
Score: -24386752.000000 Penalty: 6002.363770
	Iteration 11Q: 3 clusters Score -2.438675e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -24387670.000000 Penalty: 6002.363770
	Iteration 12Q: 3 clusters Score -2.438767e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -24388476.000000 Penalty: 6002.363770
	Iteration 13Q: 3 clusters Score -2.438848e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -24389064.000000 Penalty: 6002.363770
	Iteration 14Q: 3 clusters Score -2.438906e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -24389720.000000 Penalty: 6002.363770
	Iteration 15Q: 3 clusters Score -2.438972e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -24390062.000000 Penalty: 6002.363770
	Iteration 16Q: 3 clusters Score -2.439006e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -24390262.000000 Penalty: 6002.363770
	Iteration 17Q: 3 clusters Score -2.439026e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -24390454.000000 Penalty: 6002.363770
	Iteration 18Q: 3 clusters Score -2.439045e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -24390502.000000 Penalty: 6002.363770
	Iteration 19Q: 3 clusters Score -2.43905e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 172881 members 
Entering Unmasked Estep 
Score: -24390478.000000 Penalty: 6002.363770
	Iteration 20F: 3 clusters Score -2.439048e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -24390332.000000 Penalty: 6002.363770
	Iteration 21Q: 3 clusters Score -2.439033e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -24390280.000000 Penalty: 6002.363770
	Iteration 22Q: 3 clusters Score -2.439028e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 176317 members 
Entering Unmasked Estep 
Score: -24389976.000000 Penalty: 6002.363770
	Iteration 23Q: 3 clusters Score -2.438998e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -24389822.000000 Penalty: 6002.363770
	Iteration 24Q: 3 clusters Score -2.438982e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 177526 members 
Entering Unmasked Estep 
Score: -24389750.000000 Penalty: 6002.363770
	Iteration 25Q: 3 clusters Score -2.438975e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 177918 members 
Entering Unmasked Estep 
Score: -24389612.000000 Penalty: 6002.363770
	Iteration 26Q: 3 clusters Score -2.438961e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 178205 members 
Entering Unmasked Estep 
Score: -24389458.000000 Penalty: 6002.363770
	Iteration 27Q: 3 clusters Score -2.438946e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 178416 members 
Entering Unmasked Estep 
Score: -24389446.000000 Penalty: 6002.363770
	Iteration 28Q: 3 clusters Score -2.438945e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 178580 members 
Entering Unmasked Estep 
Score: -24389386.000000 Penalty: 6002.363770
	Iteration 29Q: 3 clusters Score -2.438939e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -24389370.000000 Penalty: 6002.363770
	Iteration 30Q: 3 clusters Score -2.438937e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 178809 members 
Entering Unmasked Estep 
Score: -24389342.000000 Penalty: 6002.363770
	Iteration 31Q: 3 clusters Score -2.438934e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 178895 members 
Entering Unmasked Estep 
Score: -24389316.000000 Penalty: 6002.363770
	Iteration 32Q: 3 clusters Score -2.438932e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -24389304.000000 Penalty: 6002.363770
	Iteration 33Q: 3 clusters Score -2.43893e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 179028 members 
Entering Unmasked Estep 
Score: -24389288.000000 Penalty: 6002.363770
	Iteration 34Q: 3 clusters Score -2.438929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -24389244.000000 Penalty: 6002.363770
	Iteration 35Q: 3 clusters Score -2.438924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 179107 members 
Entering Unmasked Estep 
Score: -24389270.000000 Penalty: 6002.363770
	Iteration 36Q: 3 clusters Score -2.438927e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -24389268.000000 Penalty: 6002.363770
	Iteration 37Q: 3 clusters Score -2.438927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -24389262.000000 Penalty: 6002.363770
	Iteration 38Q: 3 clusters Score -2.438926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -24389250.000000 Penalty: 6002.363770
	Iteration 39Q: 3 clusters Score -2.438925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 179206 members 
Entering Unmasked Estep 
Score: -24389280.000000 Penalty: 6002.363770
	Iteration 40F: 3 clusters Score -2.438928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -24389268.000000 Penalty: 6002.363770
	Iteration 41Q: 3 clusters Score -2.438927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 179235 members 
Entering Unmasked Estep 
Score: -24389254.000000 Penalty: 6002.363770
	Iteration 42Q: 3 clusters Score -2.438925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -24389240.000000 Penalty: 6002.363770
	Iteration 43Q: 3 clusters Score -2.438924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 179275 members 
Entering Unmasked Estep 
Score: -24389266.000000 Penalty: 6002.363770
	Iteration 44Q: 3 clusters Score -2.438927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 179294 members 
Entering Unmasked Estep 
Score: -24389258.000000 Penalty: 6002.363770
	Iteration 45Q: 3 clusters Score -2.438926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -24389252.000000 Penalty: 6002.363770
	Iteration 46Q: 3 clusters Score -2.438925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 179327 members 
Entering Unmasked Estep 
Score: -24389250.000000 Penalty: 6002.363770
	Iteration 47Q: 3 clusters Score -2.438925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 179337 members 
Entering Unmasked Estep 
Score: -24389260.000000 Penalty: 6002.363770
	Iteration 48Q: 3 clusters Score -2.438926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 179345 members 
Entering Unmasked Estep 
Score: -24389254.000000 Penalty: 6002.363770
	Iteration 49Q: 3 clusters Score -2.438925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 179356 members 
Entering Unmasked Estep 
Score: -24389220.000000 Penalty: 6002.363770
	Iteration 50Q: 3 clusters Score -2.438922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 179361 members 
Entering Unmasked Estep 
Score: -24389232.000000 Penalty: 6002.363770
	Iteration 51Q: 3 clusters Score -2.438923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -24389232.000000 Penalty: 6002.363770
	Iteration 52Q: 3 clusters Score -2.438923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -24389208.000000 Penalty: 6002.363770
	Iteration 53Q: 3 clusters Score -2.438921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 179373 members 
Entering Unmasked Estep 
Score: -24389210.000000 Penalty: 6002.363770
	Iteration 54Q: 3 clusters Score -2.438921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 179380 members 
Entering Unmasked Estep 
Score: -24389212.000000 Penalty: 6002.363770
	Iteration 55Q: 3 clusters Score -2.438921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 179380 members 
Entering Unmasked Estep 
Score: -24389212.000000 Penalty: 6002.363770
	Iteration 56F: 3 clusters Score -2.438921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205122 members 
Entering Unmasked Estep 
Score: -27668030.000000 Penalty: 3033.377441
	Iteration 0F: 2 clusters Score -2.766803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -27540324.000000 Penalty: 6066.754883
	Iteration 0F: 3 clusters Score -2.754032e+07 nChanged 98683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -27597652.000000 Penalty: 6066.754883
	Iteration 1F: 3 clusters Score -2.759765e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -27599048.000000 Penalty: 6066.754883
	Iteration 2Q: 3 clusters Score -2.759905e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -27600834.000000 Penalty: 6066.754883
	Iteration 3Q: 3 clusters Score -2.760083e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -27603876.000000 Penalty: 6066.754883
	Iteration 4Q: 3 clusters Score -2.760388e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -27609460.000000 Penalty: 6066.754883
	Iteration 5F: 3 clusters Score -2.760946e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -27619428.000000 Penalty: 6066.754883
	Iteration 6F: 3 clusters Score -2.761943e+07 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -27634080.000000 Penalty: 6066.754883
	Iteration 7F: 3 clusters Score -2.763408e+07 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173953 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -27649874.000000 Penalty: 6066.754883
	Iteration 8F: 3 clusters Score -2.764987e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186456 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -27660830.000000 Penalty: 6066.754883
	Iteration 9F: 3 clusters Score -2.766083e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195091 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -27665456.000000 Penalty: 6066.754883
	Iteration 10Q: 3 clusters Score -2.766546e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199945 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -27666518.000000 Penalty: 6066.754883
	Iteration 11Q: 3 clusters Score -2.766652e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202373 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -27666308.000000 Penalty: 6066.754883
	Iteration 12Q: 3 clusters Score -2.766631e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203555 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -27666154.000000 Penalty: 6066.754883
	Iteration 13Q: 3 clusters Score -2.766615e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204129 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27665994.000000 Penalty: 6066.754883
	Iteration 14Q: 3 clusters Score -2.766599e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204386 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -27665890.000000 Penalty: 6066.754883
	Iteration 15Q: 3 clusters Score -2.766589e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -27665882.000000 Penalty: 6066.754883
	Iteration 16Q: 3 clusters Score -2.766588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204597 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27665844.000000 Penalty: 6066.754883
	Iteration 17Q: 3 clusters Score -2.766584e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -27665838.000000 Penalty: 6066.754883
	Iteration 18Q: 3 clusters Score -2.766584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27665866.000000 Penalty: 6066.754883
	Iteration 19Q: 3 clusters Score -2.766587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27665868.000000 Penalty: 6066.754883
	Iteration 20F: 3 clusters Score -2.766587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204714 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -27665866.000000 Penalty: 6066.754883
	Iteration 21Q: 3 clusters Score -2.766587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204722 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27665870.000000 Penalty: 6066.754883
	Iteration 22Q: 3 clusters Score -2.766587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27665858.000000 Penalty: 6066.754883
	Iteration 23Q: 3 clusters Score -2.766586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204739 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27665866.000000 Penalty: 6066.754883
	Iteration 24Q: 3 clusters Score -2.766587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204739 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27665868.000000 Penalty: 6066.754883
	Iteration 25Q: 3 clusters Score -2.766587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27665870.000000 Penalty: 6066.754883
	Iteration 26Q: 3 clusters Score -2.766587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204748 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27665850.000000 Penalty: 6066.754883
	Iteration 27Q: 3 clusters Score -2.766585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204749 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27665846.000000 Penalty: 6066.754883
	Iteration 28Q: 3 clusters Score -2.766585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204749 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27665844.000000 Penalty: 6066.754883
	Iteration 29Q: 3 clusters Score -2.766584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204750 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27665850.000000 Penalty: 6066.754883
	Iteration 30Q: 3 clusters Score -2.766585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204752 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27665856.000000 Penalty: 6066.754883
	Iteration 31Q: 3 clusters Score -2.766586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204753 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27665850.000000 Penalty: 6066.754883
	Iteration 32Q: 3 clusters Score -2.766585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27665842.000000 Penalty: 6066.754883
	Iteration 33Q: 3 clusters Score -2.766584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27665842.000000 Penalty: 6066.754883
	Iteration 34F: 3 clusters Score -2.766584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Entering Unmasked Estep 
Score: -9863379.000000 Penalty: 2774.517334
	Iteration 0F: 2 clusters Score -9863379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -9815000.000000 Penalty: 5549.034668
	Iteration 0F: 3 clusters Score -9815000 nChanged 33742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -9834270.000000 Penalty: 5549.034668
	Iteration 1F: 3 clusters Score -9834270 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -9835185.000000 Penalty: 5549.034668
	Iteration 2Q: 3 clusters Score -9835185 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -9836442.000000 Penalty: 5549.034668
	Iteration 3Q: 3 clusters Score -9836442 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -9838010.000000 Penalty: 5549.034668
	Iteration 4Q: 3 clusters Score -9838010 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -9840131.000000 Penalty: 5549.034668
	Iteration 5F: 3 clusters Score -9840131 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -9842947.000000 Penalty: 5549.034668
	Iteration 6F: 3 clusters Score -9842947 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -9846152.000000 Penalty: 5549.034668
	Iteration 7F: 3 clusters Score -9846152 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -9849572.000000 Penalty: 5549.034668
	Iteration 8F: 3 clusters Score -9849572 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -9852687.000000 Penalty: 5549.034668
	Iteration 9F: 3 clusters Score -9852687 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -9854752.000000 Penalty: 5549.034668
	Iteration 10Q: 3 clusters Score -9854752 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -9855886.000000 Penalty: 5549.034668
	Iteration 11Q: 3 clusters Score -9855886 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -9856685.000000 Penalty: 5549.034668
	Iteration 12Q: 3 clusters Score -9856685 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -9857209.000000 Penalty: 5549.034668
	Iteration 13Q: 3 clusters Score -9857209 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -9857697.000000 Penalty: 5549.034668
	Iteration 14Q: 3 clusters Score -9857697 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -9858080.000000 Penalty: 5549.034668
	Iteration 15Q: 3 clusters Score -9858080 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -9858332.000000 Penalty: 5549.034668
	Iteration 16Q: 3 clusters Score -9858332 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -9858626.000000 Penalty: 5549.034668
	Iteration 17Q: 3 clusters Score -9858626 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -9858874.000000 Penalty: 5549.034668
	Iteration 18Q: 3 clusters Score -9858874 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -9859143.000000 Penalty: 5549.034668
	Iteration 19Q: 3 clusters Score -9859143 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -9859315.000000 Penalty: 5549.034668
	Iteration 20F: 3 clusters Score -9859315 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -9859500.000000 Penalty: 5549.034668
	Iteration 21Q: 3 clusters Score -9859500 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -9859636.000000 Penalty: 5549.034668
	Iteration 22Q: 3 clusters Score -9859636 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9859806.000000 Penalty: 5549.034668
	Iteration 23Q: 3 clusters Score -9859806 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -9859966.000000 Penalty: 5549.034668
	Iteration 24Q: 3 clusters Score -9859966 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9860120.000000 Penalty: 5549.034668
	Iteration 25Q: 3 clusters Score -9860120 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9860211.000000 Penalty: 5549.034668
	Iteration 26Q: 3 clusters Score -9860211 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9860292.000000 Penalty: 5549.034668
	Iteration 27Q: 3 clusters Score -9860292 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -9860404.000000 Penalty: 5549.034668
	Iteration 28Q: 3 clusters Score -9860404 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9860532.000000 Penalty: 5549.034668
	Iteration 29Q: 3 clusters Score -9860532 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9860621.000000 Penalty: 5549.034668
	Iteration 30Q: 3 clusters Score -9860621 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9860721.000000 Penalty: 5549.034668
	Iteration 31Q: 3 clusters Score -9860721 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9860783.000000 Penalty: 5549.034668
	Iteration 32Q: 3 clusters Score -9860783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9860830.000000 Penalty: 5549.034668
	Iteration 33Q: 3 clusters Score -9860830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9860855.000000 Penalty: 5549.034668
	Iteration 34Q: 3 clusters Score -9860855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9860868.000000 Penalty: 5549.034668
	Iteration 35Q: 3 clusters Score -9860868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9860931.000000 Penalty: 5549.034668
	Iteration 36Q: 3 clusters Score -9860931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9860932.000000 Penalty: 5549.034668
	Iteration 37Q: 3 clusters Score -9860932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9860963.000000 Penalty: 5549.034668
	Iteration 38Q: 3 clusters Score -9860963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9860961.000000 Penalty: 5549.034668
	Iteration 39Q: 3 clusters Score -9860961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9860982.000000 Penalty: 5549.034668
	Iteration 40F: 3 clusters Score -9860982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9861007.000000 Penalty: 5549.034668
	Iteration 41Q: 3 clusters Score -9861007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9861017.000000 Penalty: 5549.034668
	Iteration 42Q: 3 clusters Score -9861017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9861014.000000 Penalty: 5549.034668
	Iteration 43Q: 3 clusters Score -9861014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9861062.000000 Penalty: 5549.034668
	Iteration 44Q: 3 clusters Score -9861062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9861071.000000 Penalty: 5549.034668
	Iteration 45Q: 3 clusters Score -9861071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9861101.000000 Penalty: 5549.034668
	Iteration 46Q: 3 clusters Score -9861101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9861112.000000 Penalty: 5549.034668
	Iteration 47Q: 3 clusters Score -9861112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9861115.000000 Penalty: 5549.034668
	Iteration 48Q: 3 clusters Score -9861115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9861111.000000 Penalty: 5549.034668
	Iteration 49Q: 3 clusters Score -9861111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9861115.000000 Penalty: 5549.034668
	Iteration 50Q: 3 clusters Score -9861115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9861128.000000 Penalty: 5549.034668
	Iteration 51Q: 3 clusters Score -9861128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9861142.000000 Penalty: 5549.034668
	Iteration 52Q: 3 clusters Score -9861142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9861141.000000 Penalty: 5549.034668
	Iteration 53Q: 3 clusters Score -9861141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9861146.000000 Penalty: 5549.034668
	Iteration 54Q: 3 clusters Score -9861146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9861139.000000 Penalty: 5549.034668
	Iteration 55Q: 3 clusters Score -9861139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9861146.000000 Penalty: 5549.034668
	Iteration 56Q: 3 clusters Score -9861146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9861143.000000 Penalty: 5549.034668
	Iteration 57Q: 3 clusters Score -9861143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9861143.000000 Penalty: 5549.034668
	Iteration 58Q: 3 clusters Score -9861143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9861146.000000 Penalty: 5549.034668
	Iteration 59Q: 3 clusters Score -9861146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9861146.000000 Penalty: 5549.034668
	Iteration 60F: 3 clusters Score -9861146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9861142.000000 Penalty: 5549.034668
	Iteration 61Q: 3 clusters Score -9861142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9861139.000000 Penalty: 5549.034668
	Iteration 62Q: 3 clusters Score -9861139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9861143.000000 Penalty: 5549.034668
	Iteration 63Q: 3 clusters Score -9861143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9861144.000000 Penalty: 5549.034668
	Iteration 64Q: 3 clusters Score -9861144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9861137.000000 Penalty: 5549.034668
	Iteration 65Q: 3 clusters Score -9861137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9861138.000000 Penalty: 5549.034668
	Iteration 66Q: 3 clusters Score -9861138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9861137.000000 Penalty: 5549.034668
	Iteration 67Q: 3 clusters Score -9861137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9861132.000000 Penalty: 5549.034668
	Iteration 68Q: 3 clusters Score -9861132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9861140.000000 Penalty: 5549.034668
	Iteration 69Q: 3 clusters Score -9861140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9861140.000000 Penalty: 5549.034668
	Iteration 70Q: 3 clusters Score -9861140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9861135.000000 Penalty: 5549.034668
	Iteration 71Q: 3 clusters Score -9861135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9861142.000000 Penalty: 5549.034668
	Iteration 72Q: 3 clusters Score -9861142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9861133.000000 Penalty: 5549.034668
	Iteration 73Q: 3 clusters Score -9861133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9861135.000000 Penalty: 5549.034668
	Iteration 74Q: 3 clusters Score -9861135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9861146.000000 Penalty: 5549.034668
	Iteration 75Q: 3 clusters Score -9861146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9861152.000000 Penalty: 5549.034668
	Iteration 76Q: 3 clusters Score -9861152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9861161.000000 Penalty: 5549.034668
	Iteration 77Q: 3 clusters Score -9861161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9861159.000000 Penalty: 5549.034668
	Iteration 78Q: 3 clusters Score -9861159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9861167.000000 Penalty: 5549.034668
	Iteration 79Q: 3 clusters Score -9861167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9861162.000000 Penalty: 5549.034668
	Iteration 80F: 3 clusters Score -9861162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9861160.000000 Penalty: 5549.034668
	Iteration 81Q: 3 clusters Score -9861160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9861165.000000 Penalty: 5549.034668
	Iteration 82Q: 3 clusters Score -9861165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9861165.000000 Penalty: 5549.034668
	Iteration 83Q: 3 clusters Score -9861165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9861166.000000 Penalty: 5549.034668
	Iteration 84Q: 3 clusters Score -9861166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9861168.000000 Penalty: 5549.034668
	Iteration 85Q: 3 clusters Score -9861168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9861168.000000 Penalty: 5549.034668
	Iteration 86F: 3 clusters Score -9861168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Entering Unmasked Estep 
Score: -1715846.875000 Penalty: 2353.973389
	Iteration 0F: 2 clusters Score -1715847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1706204.875000 Penalty: 4707.946777
	Iteration 0F: 3 clusters Score -1706205 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1709087.125000 Penalty: 4707.946777
	Iteration 1F: 3 clusters Score -1709087 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1709382.500000 Penalty: 4707.946777
	Iteration 2F: 3 clusters Score -1709382 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1709634.375000 Penalty: 4707.946777
	Iteration 3Q: 3 clusters Score -1709634 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1709896.500000 Penalty: 4707.946777
	Iteration 4Q: 3 clusters Score -1709896 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1710197.250000 Penalty: 4707.946777
	Iteration 5Q: 3 clusters Score -1710197 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1710557.375000 Penalty: 4707.946777
	Iteration 6Q: 3 clusters Score -1710557 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1710940.500000 Penalty: 4707.946777
	Iteration 7Q: 3 clusters Score -1710940 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1711298.500000 Penalty: 4707.946777
	Iteration 8F: 3 clusters Score -1711298 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1711602.500000 Penalty: 4707.946777
	Iteration 9Q: 3 clusters Score -1711602 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1711834.625000 Penalty: 4707.946777
	Iteration 10Q: 3 clusters Score -1711835 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1712028.375000 Penalty: 4707.946777
	Iteration 11Q: 3 clusters Score -1712028 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1712190.625000 Penalty: 4707.946777
	Iteration 12Q: 3 clusters Score -1712191 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1712324.125000 Penalty: 4707.946777
	Iteration 13Q: 3 clusters Score -1712324 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1712440.625000 Penalty: 4707.946777
	Iteration 14Q: 3 clusters Score -1712441 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1712534.000000 Penalty: 4707.946777
	Iteration 15Q: 3 clusters Score -1712534 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1712613.750000 Penalty: 4707.946777
	Iteration 16Q: 3 clusters Score -1712614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1712702.875000 Penalty: 4707.946777
	Iteration 17Q: 3 clusters Score -1712703 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1712809.625000 Penalty: 4707.946777
	Iteration 18Q: 3 clusters Score -1712810 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1712910.750000 Penalty: 4707.946777
	Iteration 19Q: 3 clusters Score -1712911 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1713045.375000 Penalty: 4707.946777
	Iteration 20F: 3 clusters Score -1713045 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1713232.250000 Penalty: 4707.946777
	Iteration 21Q: 3 clusters Score -1713232 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1713502.875000 Penalty: 4707.946777
	Iteration 22Q: 3 clusters Score -1713503 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1713755.875000 Penalty: 4707.946777
	Iteration 23Q: 3 clusters Score -1713756 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1713986.000000 Penalty: 4707.946777
	Iteration 24Q: 3 clusters Score -1713986 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1714166.875000 Penalty: 4707.946777
	Iteration 25Q: 3 clusters Score -1714167 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1714315.000000 Penalty: 4707.946777
	Iteration 26Q: 3 clusters Score -1714315 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1714415.875000 Penalty: 4707.946777
	Iteration 27Q: 3 clusters Score -1714416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1714484.375000 Penalty: 4707.946777
	Iteration 28Q: 3 clusters Score -1714484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1714530.875000 Penalty: 4707.946777
	Iteration 29Q: 3 clusters Score -1714531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1714564.500000 Penalty: 4707.946777
	Iteration 30Q: 3 clusters Score -1714564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1714592.375000 Penalty: 4707.946777
	Iteration 31Q: 3 clusters Score -1714592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1714608.125000 Penalty: 4707.946777
	Iteration 32Q: 3 clusters Score -1714608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1714613.750000 Penalty: 4707.946777
	Iteration 33Q: 3 clusters Score -1714614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1714617.375000 Penalty: 4707.946777
	Iteration 34Q: 3 clusters Score -1714617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1714622.750000 Penalty: 4707.946777
	Iteration 35Q: 3 clusters Score -1714623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1714625.125000 Penalty: 4707.946777
	Iteration 36Q: 3 clusters Score -1714625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1714626.750000 Penalty: 4707.946777
	Iteration 37Q: 3 clusters Score -1714627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1714632.000000 Penalty: 4707.946777
	Iteration 38Q: 3 clusters Score -1714632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1714634.125000 Penalty: 4707.946777
	Iteration 39Q: 3 clusters Score -1714634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1714639.625000 Penalty: 4707.946777
	Iteration 40F: 3 clusters Score -1714640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1714641.500000 Penalty: 4707.946777
	Iteration 41Q: 3 clusters Score -1714642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1714639.875000 Penalty: 4707.946777
	Iteration 42Q: 3 clusters Score -1714640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1714640.500000 Penalty: 4707.946777
	Iteration 43Q: 3 clusters Score -1714640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1714644.375000 Penalty: 4707.946777
	Iteration 44Q: 3 clusters Score -1714644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1714647.250000 Penalty: 4707.946777
	Iteration 45Q: 3 clusters Score -1714647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1714650.625000 Penalty: 4707.946777
	Iteration 46Q: 3 clusters Score -1714651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1714652.875000 Penalty: 4707.946777
	Iteration 47Q: 3 clusters Score -1714653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1714652.500000 Penalty: 4707.946777
	Iteration 48Q: 3 clusters Score -1714652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1714654.875000 Penalty: 4707.946777
	Iteration 49Q: 3 clusters Score -1714655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1714661.125000 Penalty: 4707.946777
	Iteration 50Q: 3 clusters Score -1714661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1714658.125000 Penalty: 4707.946777
	Iteration 51Q: 3 clusters Score -1714658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1714660.000000 Penalty: 4707.946777
	Iteration 52Q: 3 clusters Score -1714660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1714659.500000 Penalty: 4707.946777
	Iteration 53Q: 3 clusters Score -1714660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1714659.500000 Penalty: 4707.946777
	Iteration 54F: 3 clusters Score -1714660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102266.367188 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -102266.4 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 456 members 
Entering Unmasked Estep 
Score: -100455.515625 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -100455.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100920.492188 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100920.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101132.460938 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -101132.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101261.507812 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -101261.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101376.601562 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -101376.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101503.492188 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -101503.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101663.648438 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -101663.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101833.250000 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -101833.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102000.625000 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -102000.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102224.476562 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -102224.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102642.890625 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -102642.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102864.984375 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -102865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102941.312500 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -102941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103022.898438 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -103022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103069.835938 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -103069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103074.148438 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -103074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103082.726562 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -103082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103082.726562 Penalty: 3352.590576
	Iteration 17F: 3 clusters Score -103082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180149 members 
Mstep: Class 5 contains 205122 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25110 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183444 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 454 members 
Entering Unmasked Estep 
Score: -126426392.000000 Penalty: 95627.414062
Splitting cluster 8 changes total score from -126427288.000000 to -126426392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -252703.109375 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -252703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -250104.250000 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -250104.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -250605.484375 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -250605.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250735.796875 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -250735.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250820.484375 Penalty: 3776.454102
	Iteration 3Q: 3 clusters Score -250820.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -250867.453125 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -250867.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250894.328125 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -250894.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -250915.343750 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -250915.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -250933.781250 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -250933.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -250944.890625 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -250944.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250959.265625 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -250959.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250972.812500 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -250972.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -250991.062500 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -250991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -251006.578125 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -251006.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -251027.734375 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -251027.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -251047.546875 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -251047.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -251074.281250 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -251074.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -251098.359375 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -251098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -251115.703125 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -251115.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -251136.312500 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -251136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -251159.625000 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -251159.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -251184.125000 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -251184.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -251204.609375 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -251204.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -251229.437500 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -251229.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -251259.531250 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -251259.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -251294.015625 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -251294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -251333.046875 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -251333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -251382.375000 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -251382.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -251416.234375 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -251416.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -251448.265625 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -251448.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -251481.390625 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -251481.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -251501.906250 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -251501.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -251530.218750 Penalty: 3776.454102
	Iteration 31Q: 3 clusters Score -251530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -251553.609375 Penalty: 3776.454102
	Iteration 32Q: 3 clusters Score -251553.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -251574.140625 Penalty: 3776.454102
	Iteration 33Q: 3 clusters Score -251574.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -251596.031250 Penalty: 3776.454102
	Iteration 34Q: 3 clusters Score -251596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -251625.984375 Penalty: 3776.454102
	Iteration 35Q: 3 clusters Score -251626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -251653.578125 Penalty: 3776.454102
	Iteration 36Q: 3 clusters Score -251653.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -251668.875000 Penalty: 3776.454102
	Iteration 37Q: 3 clusters Score -251668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -251686.265625 Penalty: 3776.454102
	Iteration 38Q: 3 clusters Score -251686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -251701.531250 Penalty: 3776.454102
	Iteration 39Q: 3 clusters Score -251701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -251718.031250 Penalty: 3776.454102
	Iteration 40F: 3 clusters Score -251718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -251757.203125 Penalty: 3776.454102
	Iteration 41Q: 3 clusters Score -251757.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -251797.890625 Penalty: 3776.454102
	Iteration 42Q: 3 clusters Score -251797.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -251836.546875 Penalty: 3776.454102
	Iteration 43Q: 3 clusters Score -251836.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -251925.593750 Penalty: 3776.454102
	Iteration 44Q: 3 clusters Score -251925.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -252054.093750 Penalty: 3776.454102
	Iteration 45Q: 3 clusters Score -252054.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -252161.625000 Penalty: 3776.454102
	Iteration 46Q: 3 clusters Score -252161.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -252254.875000 Penalty: 3776.454102
	Iteration 47Q: 3 clusters Score -252254.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -252300.468750 Penalty: 3776.454102
	Iteration 48Q: 3 clusters Score -252300.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -252323.390625 Penalty: 3776.454102
	Iteration 49Q: 3 clusters Score -252323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -252333.437500 Penalty: 3776.454102
	Iteration 50Q: 3 clusters Score -252333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -252336.687500 Penalty: 3776.454102
	Iteration 51Q: 3 clusters Score -252336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -252342.312500 Penalty: 3776.454102
	Iteration 52Q: 3 clusters Score -252342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -252345.343750 Penalty: 3776.454102
	Iteration 53Q: 3 clusters Score -252345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252347.828125 Penalty: 3776.454102
	Iteration 54Q: 3 clusters Score -252347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252350.109375 Penalty: 3776.454102
	Iteration 55Q: 3 clusters Score -252350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -252350.906250 Penalty: 3776.454102
	Iteration 56Q: 3 clusters Score -252350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -252352.718750 Penalty: 3776.454102
	Iteration 57F: 3 clusters Score -252352.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252359.359375 Penalty: 3776.454102
	Iteration 58Q: 3 clusters Score -252359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252361.031250 Penalty: 3776.454102
	Iteration 59Q: 3 clusters Score -252361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -252363.453125 Penalty: 3776.454102
	Iteration 60F: 3 clusters Score -252363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252364.312500 Penalty: 3776.454102
	Iteration 61Q: 3 clusters Score -252364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252364.312500 Penalty: 3776.454102
	Iteration 62F: 3 clusters Score -252364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Entering Unmasked Estep 
Score: -8924433.000000 Penalty: 2758.698975
	Iteration 0F: 2 clusters Score -8924433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -8879000.000000 Penalty: 5517.397949
	Iteration 0F: 3 clusters Score -8879000 nChanged 31727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -8896447.000000 Penalty: 5517.397949
	Iteration 1F: 3 clusters Score -8896447 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -8896943.000000 Penalty: 5517.397949
	Iteration 2Q: 3 clusters Score -8896943 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -8897382.000000 Penalty: 5517.397949
	Iteration 3Q: 3 clusters Score -8897382 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -8897753.000000 Penalty: 5517.397949
	Iteration 4Q: 3 clusters Score -8897753 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -8898075.000000 Penalty: 5517.397949
	Iteration 5Q: 3 clusters Score -8898075 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -8898416.000000 Penalty: 5517.397949
	Iteration 6Q: 3 clusters Score -8898416 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -8898822.000000 Penalty: 5517.397949
	Iteration 7Q: 3 clusters Score -8898822 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -8899301.000000 Penalty: 5517.397949
	Iteration 8Q: 3 clusters Score -8899301 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8899901.000000 Penalty: 5517.397949
	Iteration 9Q: 3 clusters Score -8899901 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -8900905.000000 Penalty: 5517.397949
	Iteration 10Q: 3 clusters Score -8900905 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8902727.000000 Penalty: 5517.397949
	Iteration 11F: 3 clusters Score -8902727 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -8905527.000000 Penalty: 5517.397949
	Iteration 12F: 3 clusters Score -8905527 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -8909581.000000 Penalty: 5517.397949
	Iteration 13F: 3 clusters Score -8909581 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -8914306.000000 Penalty: 5517.397949
	Iteration 14F: 3 clusters Score -8914306 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -8918274.000000 Penalty: 5517.397949
	Iteration 15F: 3 clusters Score -8918274 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -8920506.000000 Penalty: 5517.397949
	Iteration 16Q: 3 clusters Score -8920506 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -8921435.000000 Penalty: 5517.397949
	Iteration 17Q: 3 clusters Score -8921435 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -8921752.000000 Penalty: 5517.397949
	Iteration 18Q: 3 clusters Score -8921752 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -8921876.000000 Penalty: 5517.397949
	Iteration 19Q: 3 clusters Score -8921876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -8921926.000000 Penalty: 5517.397949
	Iteration 20F: 3 clusters Score -8921926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -8921950.000000 Penalty: 5517.397949
	Iteration 21Q: 3 clusters Score -8921950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -8921962.000000 Penalty: 5517.397949
	Iteration 22Q: 3 clusters Score -8921962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -8921976.000000 Penalty: 5517.397949
	Iteration 23Q: 3 clusters Score -8921976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -8921998.000000 Penalty: 5517.397949
	Iteration 24Q: 3 clusters Score -8921998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -8922012.000000 Penalty: 5517.397949
	Iteration 25Q: 3 clusters Score -8922012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -8922014.000000 Penalty: 5517.397949
	Iteration 26Q: 3 clusters Score -8922014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -8922010.000000 Penalty: 5517.397949
	Iteration 27Q: 3 clusters Score -8922010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -8922010.000000 Penalty: 5517.397949
	Iteration 28F: 3 clusters Score -8922010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Entering Unmasked Estep 
Score: -6424824.000000 Penalty: 2668.923828
	Iteration 0F: 2 clusters Score -6424824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6392962.000000 Penalty: 5337.847656
	Iteration 0F: 3 clusters Score -6392962 nChanged 21777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -6405028.000000 Penalty: 5337.847656
	Iteration 1F: 3 clusters Score -6405028 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -6405500.500000 Penalty: 5337.847656
	Iteration 2Q: 3 clusters Score -6405500 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -6406015.500000 Penalty: 5337.847656
	Iteration 3Q: 3 clusters Score -6406016 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -6406522.500000 Penalty: 5337.847656
	Iteration 4Q: 3 clusters Score -6406522 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -6407190.000000 Penalty: 5337.847656
	Iteration 5Q: 3 clusters Score -6407190 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -6408008.000000 Penalty: 5337.847656
	Iteration 6Q: 3 clusters Score -6408008 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -6408989.000000 Penalty: 5337.847656
	Iteration 7Q: 3 clusters Score -6408989 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6410249.000000 Penalty: 5337.847656
	Iteration 8F: 3 clusters Score -6410249 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -6411794.500000 Penalty: 5337.847656
	Iteration 9F: 3 clusters Score -6411794 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6413587.500000 Penalty: 5337.847656
	Iteration 10F: 3 clusters Score -6413588 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6415374.500000 Penalty: 5337.847656
	Iteration 11F: 3 clusters Score -6415374 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -6416924.500000 Penalty: 5337.847656
	Iteration 12Q: 3 clusters Score -6416924 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -6418101.500000 Penalty: 5337.847656
	Iteration 13Q: 3 clusters Score -6418102 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -6418822.000000 Penalty: 5337.847656
	Iteration 14Q: 3 clusters Score -6418822 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -6419394.000000 Penalty: 5337.847656
	Iteration 15Q: 3 clusters Score -6419394 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -6419779.500000 Penalty: 5337.847656
	Iteration 16Q: 3 clusters Score -6419780 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -6420135.000000 Penalty: 5337.847656
	Iteration 17Q: 3 clusters Score -6420135 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -6420516.500000 Penalty: 5337.847656
	Iteration 18Q: 3 clusters Score -6420516 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -6420883.000000 Penalty: 5337.847656
	Iteration 19Q: 3 clusters Score -6420883 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -6421249.500000 Penalty: 5337.847656
	Iteration 20F: 3 clusters Score -6421250 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -6421528.000000 Penalty: 5337.847656
	Iteration 21Q: 3 clusters Score -6421528 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -6421755.000000 Penalty: 5337.847656
	Iteration 22Q: 3 clusters Score -6421755 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6421922.500000 Penalty: 5337.847656
	Iteration 23Q: 3 clusters Score -6421922 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6422096.000000 Penalty: 5337.847656
	Iteration 24Q: 3 clusters Score -6422096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -6422234.000000 Penalty: 5337.847656
	Iteration 25Q: 3 clusters Score -6422234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -6422320.000000 Penalty: 5337.847656
	Iteration 26Q: 3 clusters Score -6422320 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -6422416.500000 Penalty: 5337.847656
	Iteration 27Q: 3 clusters Score -6422416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -6422448.500000 Penalty: 5337.847656
	Iteration 28Q: 3 clusters Score -6422448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -6422516.500000 Penalty: 5337.847656
	Iteration 29Q: 3 clusters Score -6422516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -6422555.500000 Penalty: 5337.847656
	Iteration 30Q: 3 clusters Score -6422556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -6422607.000000 Penalty: 5337.847656
	Iteration 31Q: 3 clusters Score -6422607 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6422648.000000 Penalty: 5337.847656
	Iteration 32Q: 3 clusters Score -6422648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -6422686.500000 Penalty: 5337.847656
	Iteration 33Q: 3 clusters Score -6422686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -6422707.500000 Penalty: 5337.847656
	Iteration 34Q: 3 clusters Score -6422708 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -6422736.000000 Penalty: 5337.847656
	Iteration 35Q: 3 clusters Score -6422736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6422749.000000 Penalty: 5337.847656
	Iteration 36Q: 3 clusters Score -6422749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -6422771.500000 Penalty: 5337.847656
	Iteration 37Q: 3 clusters Score -6422772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6422775.500000 Penalty: 5337.847656
	Iteration 38Q: 3 clusters Score -6422776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -6422801.000000 Penalty: 5337.847656
	Iteration 39Q: 3 clusters Score -6422801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -6422806.000000 Penalty: 5337.847656
	Iteration 40F: 3 clusters Score -6422806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -6422820.000000 Penalty: 5337.847656
	Iteration 41Q: 3 clusters Score -6422820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6422836.500000 Penalty: 5337.847656
	Iteration 42Q: 3 clusters Score -6422836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -6422871.500000 Penalty: 5337.847656
	Iteration 43Q: 3 clusters Score -6422872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6422874.000000 Penalty: 5337.847656
	Iteration 44Q: 3 clusters Score -6422874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -6422878.500000 Penalty: 5337.847656
	Iteration 45Q: 3 clusters Score -6422878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6422877.500000 Penalty: 5337.847656
	Iteration 46Q: 3 clusters Score -6422878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -6422881.000000 Penalty: 5337.847656
	Iteration 47Q: 3 clusters Score -6422881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6422878.000000 Penalty: 5337.847656
	Iteration 48Q: 3 clusters Score -6422878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6422885.000000 Penalty: 5337.847656
	Iteration 49Q: 3 clusters Score -6422885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6422886.500000 Penalty: 5337.847656
	Iteration 50Q: 3 clusters Score -6422886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6422891.000000 Penalty: 5337.847656
	Iteration 51Q: 3 clusters Score -6422891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6422881.500000 Penalty: 5337.847656
	Iteration 52Q: 3 clusters Score -6422882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6422880.000000 Penalty: 5337.847656
	Iteration 53Q: 3 clusters Score -6422880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -6422890.000000 Penalty: 5337.847656
	Iteration 54Q: 3 clusters Score -6422890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -6422898.000000 Penalty: 5337.847656
	Iteration 55Q: 3 clusters Score -6422898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -6422900.500000 Penalty: 5337.847656
	Iteration 56Q: 3 clusters Score -6422900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6422901.000000 Penalty: 5337.847656
	Iteration 57Q: 3 clusters Score -6422901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -6422901.000000 Penalty: 5337.847656
	Iteration 58Q: 3 clusters Score -6422901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6422906.000000 Penalty: 5337.847656
	Iteration 59Q: 3 clusters Score -6422906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6422910.500000 Penalty: 5337.847656
	Iteration 60F: 3 clusters Score -6422910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6422911.500000 Penalty: 5337.847656
	Iteration 61Q: 3 clusters Score -6422912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6422914.000000 Penalty: 5337.847656
	Iteration 62Q: 3 clusters Score -6422914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -6422920.000000 Penalty: 5337.847656
	Iteration 63Q: 3 clusters Score -6422920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -6422924.000000 Penalty: 5337.847656
	Iteration 64Q: 3 clusters Score -6422924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6422927.500000 Penalty: 5337.847656
	Iteration 65Q: 3 clusters Score -6422928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -6422930.000000 Penalty: 5337.847656
	Iteration 66Q: 3 clusters Score -6422930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -6422935.000000 Penalty: 5337.847656
	Iteration 67Q: 3 clusters Score -6422935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -6422928.500000 Penalty: 5337.847656
	Iteration 68Q: 3 clusters Score -6422928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -6422939.000000 Penalty: 5337.847656
	Iteration 69Q: 3 clusters Score -6422939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6422951.000000 Penalty: 5337.847656
	Iteration 70Q: 3 clusters Score -6422951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -6422948.000000 Penalty: 5337.847656
	Iteration 71Q: 3 clusters Score -6422948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6422953.500000 Penalty: 5337.847656
	Iteration 72Q: 3 clusters Score -6422954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -6422944.000000 Penalty: 5337.847656
	Iteration 73Q: 3 clusters Score -6422944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -6422946.000000 Penalty: 5337.847656
	Iteration 74Q: 3 clusters Score -6422946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6422955.000000 Penalty: 5337.847656
	Iteration 75Q: 3 clusters Score -6422955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -6422958.000000 Penalty: 5337.847656
	Iteration 76Q: 3 clusters Score -6422958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6422963.000000 Penalty: 5337.847656
	Iteration 77Q: 3 clusters Score -6422963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -6422958.000000 Penalty: 5337.847656
	Iteration 78Q: 3 clusters Score -6422958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -6422963.500000 Penalty: 5337.847656
	Iteration 79Q: 3 clusters Score -6422964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6422973.500000 Penalty: 5337.847656
	Iteration 80F: 3 clusters Score -6422974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6422968.500000 Penalty: 5337.847656
	Iteration 81Q: 3 clusters Score -6422968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -6422973.000000 Penalty: 5337.847656
	Iteration 82Q: 3 clusters Score -6422973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -6422971.000000 Penalty: 5337.847656
	Iteration 83Q: 3 clusters Score -6422971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -6422966.000000 Penalty: 5337.847656
	Iteration 84Q: 3 clusters Score -6422966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -6422965.500000 Penalty: 5337.847656
	Iteration 85Q: 3 clusters Score -6422966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6422968.500000 Penalty: 5337.847656
	Iteration 86Q: 3 clusters Score -6422968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -6422979.000000 Penalty: 5337.847656
	Iteration 87Q: 3 clusters Score -6422979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6422979.500000 Penalty: 5337.847656
	Iteration 88Q: 3 clusters Score -6422980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -6422978.500000 Penalty: 5337.847656
	Iteration 89Q: 3 clusters Score -6422978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6422977.500000 Penalty: 5337.847656
	Iteration 90Q: 3 clusters Score -6422978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6422982.500000 Penalty: 5337.847656
	Iteration 91Q: 3 clusters Score -6422982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6422988.500000 Penalty: 5337.847656
	Iteration 92Q: 3 clusters Score -6422988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -6422982.500000 Penalty: 5337.847656
	Iteration 93Q: 3 clusters Score -6422982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6422983.000000 Penalty: 5337.847656
	Iteration 94Q: 3 clusters Score -6422983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6422981.500000 Penalty: 5337.847656
	Iteration 95Q: 3 clusters Score -6422982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6422981.500000 Penalty: 5337.847656
	Iteration 96F: 3 clusters Score -6422982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Entering Unmasked Estep 
Score: -3439466.000000 Penalty: 2512.493408
	Iteration 0F: 2 clusters Score -3439466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3422172.000000 Penalty: 5024.986816
	Iteration 0F: 3 clusters Score -3422172 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3428030.500000 Penalty: 5024.986816
	Iteration 1F: 3 clusters Score -3428030 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3428453.250000 Penalty: 5024.986816
	Iteration 2F: 3 clusters Score -3428453 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3428827.500000 Penalty: 5024.986816
	Iteration 3Q: 3 clusters Score -3428828 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3429168.500000 Penalty: 5024.986816
	Iteration 4Q: 3 clusters Score -3429168 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3429520.500000 Penalty: 5024.986816
	Iteration 5Q: 3 clusters Score -3429520 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3429870.000000 Penalty: 5024.986816
	Iteration 6Q: 3 clusters Score -3429870 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3430349.250000 Penalty: 5024.986816
	Iteration 7Q: 3 clusters Score -3430349 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3430895.000000 Penalty: 5024.986816
	Iteration 8Q: 3 clusters Score -3430895 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3431530.000000 Penalty: 5024.986816
	Iteration 9Q: 3 clusters Score -3431530 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3432336.000000 Penalty: 5024.986816
	Iteration 10F: 3 clusters Score -3432336 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3433259.500000 Penalty: 5024.986816
	Iteration 11F: 3 clusters Score -3433260 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3434162.750000 Penalty: 5024.986816
	Iteration 12F: 3 clusters Score -3434163 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3434861.750000 Penalty: 5024.986816
	Iteration 13Q: 3 clusters Score -3434862 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3435284.250000 Penalty: 5024.986816
	Iteration 14Q: 3 clusters Score -3435284 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3435488.500000 Penalty: 5024.986816
	Iteration 15Q: 3 clusters Score -3435488 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3435615.500000 Penalty: 5024.986816
	Iteration 16Q: 3 clusters Score -3435616 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3435716.000000 Penalty: 5024.986816
	Iteration 17Q: 3 clusters Score -3435716 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3435787.250000 Penalty: 5024.986816
	Iteration 18Q: 3 clusters Score -3435787 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3435831.000000 Penalty: 5024.986816
	Iteration 19Q: 3 clusters Score -3435831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3435874.250000 Penalty: 5024.986816
	Iteration 20F: 3 clusters Score -3435874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3435897.250000 Penalty: 5024.986816
	Iteration 21Q: 3 clusters Score -3435897 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3435939.000000 Penalty: 5024.986816
	Iteration 22Q: 3 clusters Score -3435939 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3435958.250000 Penalty: 5024.986816
	Iteration 23Q: 3 clusters Score -3435958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3436002.500000 Penalty: 5024.986816
	Iteration 24Q: 3 clusters Score -3436002 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3436026.250000 Penalty: 5024.986816
	Iteration 25Q: 3 clusters Score -3436026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3436060.750000 Penalty: 5024.986816
	Iteration 26Q: 3 clusters Score -3436061 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3436104.250000 Penalty: 5024.986816
	Iteration 27Q: 3 clusters Score -3436104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3436131.000000 Penalty: 5024.986816
	Iteration 28Q: 3 clusters Score -3436131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3436160.750000 Penalty: 5024.986816
	Iteration 29Q: 3 clusters Score -3436161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3436185.000000 Penalty: 5024.986816
	Iteration 30Q: 3 clusters Score -3436185 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3436214.750000 Penalty: 5024.986816
	Iteration 31Q: 3 clusters Score -3436215 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3436238.750000 Penalty: 5024.986816
	Iteration 32Q: 3 clusters Score -3436239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3436252.750000 Penalty: 5024.986816
	Iteration 33Q: 3 clusters Score -3436253 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3436270.500000 Penalty: 5024.986816
	Iteration 34Q: 3 clusters Score -3436270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3436294.500000 Penalty: 5024.986816
	Iteration 35Q: 3 clusters Score -3436294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3436308.750000 Penalty: 5024.986816
	Iteration 36Q: 3 clusters Score -3436309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3436336.250000 Penalty: 5024.986816
	Iteration 37Q: 3 clusters Score -3436336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3436356.750000 Penalty: 5024.986816
	Iteration 38Q: 3 clusters Score -3436357 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3436402.500000 Penalty: 5024.986816
	Iteration 39Q: 3 clusters Score -3436402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3436434.500000 Penalty: 5024.986816
	Iteration 40F: 3 clusters Score -3436434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3436468.750000 Penalty: 5024.986816
	Iteration 41Q: 3 clusters Score -3436469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3436499.500000 Penalty: 5024.986816
	Iteration 42Q: 3 clusters Score -3436500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3436529.750000 Penalty: 5024.986816
	Iteration 43Q: 3 clusters Score -3436530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3436561.500000 Penalty: 5024.986816
	Iteration 44Q: 3 clusters Score -3436562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3436584.500000 Penalty: 5024.986816
	Iteration 45Q: 3 clusters Score -3436584 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3436612.000000 Penalty: 5024.986816
	Iteration 46Q: 3 clusters Score -3436612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3436632.250000 Penalty: 5024.986816
	Iteration 47Q: 3 clusters Score -3436632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3436656.750000 Penalty: 5024.986816
	Iteration 48Q: 3 clusters Score -3436657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3436675.750000 Penalty: 5024.986816
	Iteration 49Q: 3 clusters Score -3436676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3436699.500000 Penalty: 5024.986816
	Iteration 50Q: 3 clusters Score -3436700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3436710.500000 Penalty: 5024.986816
	Iteration 51Q: 3 clusters Score -3436710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3436742.750000 Penalty: 5024.986816
	Iteration 52Q: 3 clusters Score -3436743 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3436785.250000 Penalty: 5024.986816
	Iteration 53Q: 3 clusters Score -3436785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3436825.500000 Penalty: 5024.986816
	Iteration 54Q: 3 clusters Score -3436826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3436855.750000 Penalty: 5024.986816
	Iteration 55Q: 3 clusters Score -3436856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3436890.750000 Penalty: 5024.986816
	Iteration 56Q: 3 clusters Score -3436891 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3436917.500000 Penalty: 5024.986816
	Iteration 57Q: 3 clusters Score -3436918 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3436944.250000 Penalty: 5024.986816
	Iteration 58Q: 3 clusters Score -3436944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3436959.750000 Penalty: 5024.986816
	Iteration 59Q: 3 clusters Score -3436960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3436981.750000 Penalty: 5024.986816
	Iteration 60F: 3 clusters Score -3436982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3437004.500000 Penalty: 5024.986816
	Iteration 61Q: 3 clusters Score -3437004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3437012.250000 Penalty: 5024.986816
	Iteration 62Q: 3 clusters Score -3437012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3437021.000000 Penalty: 5024.986816
	Iteration 63Q: 3 clusters Score -3437021 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3437046.250000 Penalty: 5024.986816
	Iteration 64Q: 3 clusters Score -3437046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3437052.750000 Penalty: 5024.986816
	Iteration 65Q: 3 clusters Score -3437053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3437067.500000 Penalty: 5024.986816
	Iteration 66Q: 3 clusters Score -3437068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3437076.500000 Penalty: 5024.986816
	Iteration 67Q: 3 clusters Score -3437076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3437093.750000 Penalty: 5024.986816
	Iteration 68Q: 3 clusters Score -3437094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3437097.750000 Penalty: 5024.986816
	Iteration 69Q: 3 clusters Score -3437098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3437107.250000 Penalty: 5024.986816
	Iteration 70Q: 3 clusters Score -3437107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3437114.000000 Penalty: 5024.986816
	Iteration 71Q: 3 clusters Score -3437114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3437119.000000 Penalty: 5024.986816
	Iteration 72Q: 3 clusters Score -3437119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3437128.250000 Penalty: 5024.986816
	Iteration 73Q: 3 clusters Score -3437128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3437130.000000 Penalty: 5024.986816
	Iteration 74Q: 3 clusters Score -3437130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3437142.500000 Penalty: 5024.986816
	Iteration 75Q: 3 clusters Score -3437142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3437145.250000 Penalty: 5024.986816
	Iteration 76Q: 3 clusters Score -3437145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3437147.250000 Penalty: 5024.986816
	Iteration 77Q: 3 clusters Score -3437147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3437149.250000 Penalty: 5024.986816
	Iteration 78Q: 3 clusters Score -3437149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3437159.750000 Penalty: 5024.986816
	Iteration 79Q: 3 clusters Score -3437160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3437161.000000 Penalty: 5024.986816
	Iteration 80F: 3 clusters Score -3437161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3437168.750000 Penalty: 5024.986816
	Iteration 81Q: 3 clusters Score -3437169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3437164.000000 Penalty: 5024.986816
	Iteration 82Q: 3 clusters Score -3437164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3437174.250000 Penalty: 5024.986816
	Iteration 83Q: 3 clusters Score -3437174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3437175.000000 Penalty: 5024.986816
	Iteration 84Q: 3 clusters Score -3437175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3437183.000000 Penalty: 5024.986816
	Iteration 85Q: 3 clusters Score -3437183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3437206.000000 Penalty: 5024.986816
	Iteration 86Q: 3 clusters Score -3437206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3437214.250000 Penalty: 5024.986816
	Iteration 87Q: 3 clusters Score -3437214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3437215.750000 Penalty: 5024.986816
	Iteration 88Q: 3 clusters Score -3437216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3437218.750000 Penalty: 5024.986816
	Iteration 89Q: 3 clusters Score -3437219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3437227.000000 Penalty: 5024.986816
	Iteration 90Q: 3 clusters Score -3437227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3437229.250000 Penalty: 5024.986816
	Iteration 91Q: 3 clusters Score -3437229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3437235.500000 Penalty: 5024.986816
	Iteration 92Q: 3 clusters Score -3437236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3437243.250000 Penalty: 5024.986816
	Iteration 93Q: 3 clusters Score -3437243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3437246.000000 Penalty: 5024.986816
	Iteration 94Q: 3 clusters Score -3437246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3437246.500000 Penalty: 5024.986816
	Iteration 95Q: 3 clusters Score -3437246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3437246.000000 Penalty: 5024.986816
	Iteration 96Q: 3 clusters Score -3437246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3437246.250000 Penalty: 5024.986816
	Iteration 97Q: 3 clusters Score -3437246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3437250.250000 Penalty: 5024.986816
	Iteration 98Q: 3 clusters Score -3437250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3437251.000000 Penalty: 5024.986816
	Iteration 99Q: 3 clusters Score -3437251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3437256.250000 Penalty: 5024.986816
	Iteration 100F: 3 clusters Score -3437256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3437253.000000 Penalty: 5024.986816
	Iteration 101Q: 3 clusters Score -3437253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3437256.250000 Penalty: 5024.986816
	Iteration 102Q: 3 clusters Score -3437256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3437265.750000 Penalty: 5024.986816
	Iteration 103Q: 3 clusters Score -3437266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3437270.250000 Penalty: 5024.986816
	Iteration 104Q: 3 clusters Score -3437270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3437269.500000 Penalty: 5024.986816
	Iteration 105Q: 3 clusters Score -3437270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3437273.250000 Penalty: 5024.986816
	Iteration 106Q: 3 clusters Score -3437273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3437276.750000 Penalty: 5024.986816
	Iteration 107Q: 3 clusters Score -3437277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3437279.000000 Penalty: 5024.986816
	Iteration 108Q: 3 clusters Score -3437279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3437287.000000 Penalty: 5024.986816
	Iteration 109Q: 3 clusters Score -3437287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3437292.500000 Penalty: 5024.986816
	Iteration 110Q: 3 clusters Score -3437292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3437293.250000 Penalty: 5024.986816
	Iteration 111Q: 3 clusters Score -3437293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3437296.250000 Penalty: 5024.986816
	Iteration 112Q: 3 clusters Score -3437296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3437302.250000 Penalty: 5024.986816
	Iteration 113Q: 3 clusters Score -3437302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3437313.250000 Penalty: 5024.986816
	Iteration 114Q: 3 clusters Score -3437313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3437312.500000 Penalty: 5024.986816
	Iteration 115Q: 3 clusters Score -3437312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3437316.500000 Penalty: 5024.986816
	Iteration 116Q: 3 clusters Score -3437316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3437317.750000 Penalty: 5024.986816
	Iteration 117Q: 3 clusters Score -3437318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3437325.000000 Penalty: 5024.986816
	Iteration 118Q: 3 clusters Score -3437325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3437326.500000 Penalty: 5024.986816
	Iteration 119Q: 3 clusters Score -3437326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3437326.000000 Penalty: 5024.986816
	Iteration 120F: 3 clusters Score -3437326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3437328.000000 Penalty: 5024.986816
	Iteration 121Q: 3 clusters Score -3437328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3437333.500000 Penalty: 5024.986816
	Iteration 122Q: 3 clusters Score -3437334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3437336.000000 Penalty: 5024.986816
	Iteration 123Q: 3 clusters Score -3437336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3437339.250000 Penalty: 5024.986816
	Iteration 124Q: 3 clusters Score -3437339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3437340.750000 Penalty: 5024.986816
	Iteration 125Q: 3 clusters Score -3437341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3437345.250000 Penalty: 5024.986816
	Iteration 126Q: 3 clusters Score -3437345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3437341.500000 Penalty: 5024.986816
	Iteration 127Q: 3 clusters Score -3437342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3437343.250000 Penalty: 5024.986816
	Iteration 128Q: 3 clusters Score -3437343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3437343.750000 Penalty: 5024.986816
	Iteration 129Q: 3 clusters Score -3437344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3437340.250000 Penalty: 5024.986816
	Iteration 130Q: 3 clusters Score -3437340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3437341.250000 Penalty: 5024.986816
	Iteration 131Q: 3 clusters Score -3437341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3437341.500000 Penalty: 5024.986816
	Iteration 132Q: 3 clusters Score -3437342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3437341.750000 Penalty: 5024.986816
	Iteration 133Q: 3 clusters Score -3437342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3437342.750000 Penalty: 5024.986816
	Iteration 134Q: 3 clusters Score -3437343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3437342.500000 Penalty: 5024.986816
	Iteration 135Q: 3 clusters Score -3437342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3437342.750000 Penalty: 5024.986816
	Iteration 136Q: 3 clusters Score -3437343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3437344.000000 Penalty: 5024.986816
	Iteration 137Q: 3 clusters Score -3437344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3437342.250000 Penalty: 5024.986816
	Iteration 138Q: 3 clusters Score -3437342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3437342.250000 Penalty: 5024.986816
	Iteration 139F: 3 clusters Score -3437342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -1279994.125000 Penalty: 2285.968262
	Iteration 0F: 2 clusters Score -1279994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1272278.750000 Penalty: 4571.936523
	Iteration 0F: 3 clusters Score -1272279 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1274540.625000 Penalty: 4571.936523
	Iteration 1F: 3 clusters Score -1274541 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1274969.000000 Penalty: 4571.936523
	Iteration 2F: 3 clusters Score -1274969 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1275259.125000 Penalty: 4571.936523
	Iteration 3F: 3 clusters Score -1275259 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1275472.375000 Penalty: 4571.936523
	Iteration 4Q: 3 clusters Score -1275472 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1275634.625000 Penalty: 4571.936523
	Iteration 5Q: 3 clusters Score -1275635 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1275773.625000 Penalty: 4571.936523
	Iteration 6Q: 3 clusters Score -1275774 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1275903.250000 Penalty: 4571.936523
	Iteration 7Q: 3 clusters Score -1275903 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1276029.375000 Penalty: 4571.936523
	Iteration 8Q: 3 clusters Score -1276029 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1276172.500000 Penalty: 4571.936523
	Iteration 9Q: 3 clusters Score -1276172 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1276347.000000 Penalty: 4571.936523
	Iteration 10Q: 3 clusters Score -1276347 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1276535.375000 Penalty: 4571.936523
	Iteration 11Q: 3 clusters Score -1276535 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1276731.375000 Penalty: 4571.936523
	Iteration 12Q: 3 clusters Score -1276731 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1276924.125000 Penalty: 4571.936523
	Iteration 13Q: 3 clusters Score -1276924 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1277104.750000 Penalty: 4571.936523
	Iteration 14Q: 3 clusters Score -1277105 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1277283.625000 Penalty: 4571.936523
	Iteration 15Q: 3 clusters Score -1277284 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1277438.250000 Penalty: 4571.936523
	Iteration 16Q: 3 clusters Score -1277438 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1277596.625000 Penalty: 4571.936523
	Iteration 17Q: 3 clusters Score -1277597 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1277716.500000 Penalty: 4571.936523
	Iteration 18Q: 3 clusters Score -1277716 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1277816.000000 Penalty: 4571.936523
	Iteration 19Q: 3 clusters Score -1277816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1277892.875000 Penalty: 4571.936523
	Iteration 20F: 3 clusters Score -1277893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1277954.625000 Penalty: 4571.936523
	Iteration 21Q: 3 clusters Score -1277955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1277998.750000 Penalty: 4571.936523
	Iteration 22Q: 3 clusters Score -1277999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1278036.125000 Penalty: 4571.936523
	Iteration 23Q: 3 clusters Score -1278036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1278058.125000 Penalty: 4571.936523
	Iteration 24Q: 3 clusters Score -1278058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1278069.375000 Penalty: 4571.936523
	Iteration 25Q: 3 clusters Score -1278069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1278088.375000 Penalty: 4571.936523
	Iteration 26Q: 3 clusters Score -1278088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1278109.375000 Penalty: 4571.936523
	Iteration 27Q: 3 clusters Score -1278109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1278118.500000 Penalty: 4571.936523
	Iteration 28Q: 3 clusters Score -1278118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1278132.125000 Penalty: 4571.936523
	Iteration 29Q: 3 clusters Score -1278132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1278140.250000 Penalty: 4571.936523
	Iteration 30Q: 3 clusters Score -1278140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1278150.000000 Penalty: 4571.936523
	Iteration 31Q: 3 clusters Score -1278150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1278157.250000 Penalty: 4571.936523
	Iteration 32Q: 3 clusters Score -1278157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1278164.250000 Penalty: 4571.936523
	Iteration 33Q: 3 clusters Score -1278164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1278172.125000 Penalty: 4571.936523
	Iteration 34Q: 3 clusters Score -1278172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1278179.250000 Penalty: 4571.936523
	Iteration 35Q: 3 clusters Score -1278179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1278186.125000 Penalty: 4571.936523
	Iteration 36Q: 3 clusters Score -1278186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1278193.375000 Penalty: 4571.936523
	Iteration 37Q: 3 clusters Score -1278193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1278199.500000 Penalty: 4571.936523
	Iteration 38Q: 3 clusters Score -1278200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1278202.875000 Penalty: 4571.936523
	Iteration 39Q: 3 clusters Score -1278203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1278206.000000 Penalty: 4571.936523
	Iteration 40F: 3 clusters Score -1278206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1278209.875000 Penalty: 4571.936523
	Iteration 41Q: 3 clusters Score -1278210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1278212.375000 Penalty: 4571.936523
	Iteration 42Q: 3 clusters Score -1278212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1278213.625000 Penalty: 4571.936523
	Iteration 43Q: 3 clusters Score -1278214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1278214.250000 Penalty: 4571.936523
	Iteration 44Q: 3 clusters Score -1278214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1278214.750000 Penalty: 4571.936523
	Iteration 45Q: 3 clusters Score -1278215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1278215.750000 Penalty: 4571.936523
	Iteration 46Q: 3 clusters Score -1278216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1278216.125000 Penalty: 4571.936523
	Iteration 47Q: 3 clusters Score -1278216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1278216.000000 Penalty: 4571.936523
	Iteration 48Q: 3 clusters Score -1278216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1278216.500000 Penalty: 4571.936523
	Iteration 49Q: 3 clusters Score -1278216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1278216.500000 Penalty: 4571.936523
	Iteration 50F: 3 clusters Score -1278216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183444 members 
Entering Unmasked Estep 
Score: -24806540.000000 Penalty: 3005.677002
	Iteration 0F: 2 clusters Score -2.480654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -24691542.000000 Penalty: 6011.354004
	Iteration 0F: 3 clusters Score -2.469154e+07 nChanged 88426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -24743508.000000 Penalty: 6011.354004
	Iteration 1F: 3 clusters Score -2.474351e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -24745638.000000 Penalty: 6011.354004
	Iteration 2Q: 3 clusters Score -2.474564e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -24748784.000000 Penalty: 6011.354004
	Iteration 3Q: 3 clusters Score -2.474878e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -24753356.000000 Penalty: 6011.354004
	Iteration 4Q: 3 clusters Score -2.475336e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -24759690.000000 Penalty: 6011.354004
	Iteration 5F: 3 clusters Score -2.475969e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120109 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -24768542.000000 Penalty: 6011.354004
	Iteration 6F: 3 clusters Score -2.476854e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -24778344.000000 Penalty: 6011.354004
	Iteration 7F: 3 clusters Score -2.477834e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -24786132.000000 Penalty: 6011.354004
	Iteration 8F: 3 clusters Score -2.478613e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131796 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -24790356.000000 Penalty: 6011.354004
	Iteration 9Q: 3 clusters Score -2.479036e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -24792218.000000 Penalty: 6011.354004
	Iteration 10Q: 3 clusters Score -2.479222e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136367 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -24793214.000000 Penalty: 6011.354004
	Iteration 11Q: 3 clusters Score -2.479321e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -24793844.000000 Penalty: 6011.354004
	Iteration 12Q: 3 clusters Score -2.479384e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140651 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -24794616.000000 Penalty: 6011.354004
	Iteration 13Q: 3 clusters Score -2.479462e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142734 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -24795266.000000 Penalty: 6011.354004
	Iteration 14Q: 3 clusters Score -2.479527e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -24795824.000000 Penalty: 6011.354004
	Iteration 15Q: 3 clusters Score -2.479582e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146767 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -24796412.000000 Penalty: 6011.354004
	Iteration 16Q: 3 clusters Score -2.479641e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -24797156.000000 Penalty: 6011.354004
	Iteration 17Q: 3 clusters Score -2.479716e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -24797918.000000 Penalty: 6011.354004
	Iteration 18Q: 3 clusters Score -2.479792e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -24798636.000000 Penalty: 6011.354004
	Iteration 19Q: 3 clusters Score -2.479864e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -24799380.000000 Penalty: 6011.354004
	Iteration 20F: 3 clusters Score -2.479938e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -24800040.000000 Penalty: 6011.354004
	Iteration 21Q: 3 clusters Score -2.480004e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159092 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -24800662.000000 Penalty: 6011.354004
	Iteration 22Q: 3 clusters Score -2.480066e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -24801238.000000 Penalty: 6011.354004
	Iteration 23Q: 3 clusters Score -2.480124e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162869 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -24801724.000000 Penalty: 6011.354004
	Iteration 24Q: 3 clusters Score -2.480172e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164579 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -24802126.000000 Penalty: 6011.354004
	Iteration 25Q: 3 clusters Score -2.480213e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -24802648.000000 Penalty: 6011.354004
	Iteration 26Q: 3 clusters Score -2.480265e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -24802898.000000 Penalty: 6011.354004
	Iteration 27Q: 3 clusters Score -2.48029e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 6011.354004
	Iteration 28Q: 3 clusters Score -2.480307e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170128 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -24803266.000000 Penalty: 6011.354004
	Iteration 29Q: 3 clusters Score -2.480327e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171180 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -24803530.000000 Penalty: 6011.354004
	Iteration 30Q: 3 clusters Score -2.480353e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -24803702.000000 Penalty: 6011.354004
	Iteration 31Q: 3 clusters Score -2.48037e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172994 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -24803672.000000 Penalty: 6011.354004
	Iteration 32Q: 3 clusters Score -2.480367e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173739 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -24803810.000000 Penalty: 6011.354004
	Iteration 33Q: 3 clusters Score -2.480381e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -24803892.000000 Penalty: 6011.354004
	Iteration 34Q: 3 clusters Score -2.480389e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -24803916.000000 Penalty: 6011.354004
	Iteration 35Q: 3 clusters Score -2.480392e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175513 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -24804056.000000 Penalty: 6011.354004
	Iteration 36Q: 3 clusters Score -2.480406e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -24804152.000000 Penalty: 6011.354004
	Iteration 37Q: 3 clusters Score -2.480415e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176360 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -24804202.000000 Penalty: 6011.354004
	Iteration 38Q: 3 clusters Score -2.48042e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -24804248.000000 Penalty: 6011.354004
	Iteration 39Q: 3 clusters Score -2.480425e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177058 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -24804260.000000 Penalty: 6011.354004
	Iteration 40F: 3 clusters Score -2.480426e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177354 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -24804282.000000 Penalty: 6011.354004
	Iteration 41Q: 3 clusters Score -2.480428e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -24804302.000000 Penalty: 6011.354004
	Iteration 42Q: 3 clusters Score -2.48043e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -24804266.000000 Penalty: 6011.354004
	Iteration 43Q: 3 clusters Score -2.480427e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178104 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -24804248.000000 Penalty: 6011.354004
	Iteration 44Q: 3 clusters Score -2.480425e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178338 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -24804300.000000 Penalty: 6011.354004
	Iteration 45Q: 3 clusters Score -2.48043e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -24804302.000000 Penalty: 6011.354004
	Iteration 46Q: 3 clusters Score -2.48043e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -24804342.000000 Penalty: 6011.354004
	Iteration 47Q: 3 clusters Score -2.480434e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -24804400.000000 Penalty: 6011.354004
	Iteration 48Q: 3 clusters Score -2.48044e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178973 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -24804392.000000 Penalty: 6011.354004
	Iteration 49Q: 3 clusters Score -2.480439e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -24804366.000000 Penalty: 6011.354004
	Iteration 50Q: 3 clusters Score -2.480437e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179141 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -24804384.000000 Penalty: 6011.354004
	Iteration 51Q: 3 clusters Score -2.480438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179206 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -24804360.000000 Penalty: 6011.354004
	Iteration 52Q: 3 clusters Score -2.480436e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179269 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -24804368.000000 Penalty: 6011.354004
	Iteration 53Q: 3 clusters Score -2.480437e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179354 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -24804382.000000 Penalty: 6011.354004
	Iteration 54Q: 3 clusters Score -2.480438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -24804390.000000 Penalty: 6011.354004
	Iteration 55Q: 3 clusters Score -2.480439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179485 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -24804404.000000 Penalty: 6011.354004
	Iteration 56Q: 3 clusters Score -2.48044e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -24804422.000000 Penalty: 6011.354004
	Iteration 57Q: 3 clusters Score -2.480442e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179623 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -24804378.000000 Penalty: 6011.354004
	Iteration 58Q: 3 clusters Score -2.480438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -24804382.000000 Penalty: 6011.354004
	Iteration 59Q: 3 clusters Score -2.480438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179734 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -24804398.000000 Penalty: 6011.354004
	Iteration 60F: 3 clusters Score -2.48044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179786 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -24804408.000000 Penalty: 6011.354004
	Iteration 61Q: 3 clusters Score -2.480441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179831 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -24804422.000000 Penalty: 6011.354004
	Iteration 62Q: 3 clusters Score -2.480442e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179870 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -24804412.000000 Penalty: 6011.354004
	Iteration 63Q: 3 clusters Score -2.480441e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -24804388.000000 Penalty: 6011.354004
	Iteration 64Q: 3 clusters Score -2.480439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -24804372.000000 Penalty: 6011.354004
	Iteration 65Q: 3 clusters Score -2.480437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -24804382.000000 Penalty: 6011.354004
	Iteration 66Q: 3 clusters Score -2.480438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -24804388.000000 Penalty: 6011.354004
	Iteration 67Q: 3 clusters Score -2.480439e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180052 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -24804410.000000 Penalty: 6011.354004
	Iteration 68Q: 3 clusters Score -2.480441e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180082 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -24804392.000000 Penalty: 6011.354004
	Iteration 69Q: 3 clusters Score -2.480439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180112 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -24804396.000000 Penalty: 6011.354004
	Iteration 70Q: 3 clusters Score -2.48044e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180151 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -24804400.000000 Penalty: 6011.354004
	Iteration 71Q: 3 clusters Score -2.48044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -24804414.000000 Penalty: 6011.354004
	Iteration 72Q: 3 clusters Score -2.480441e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180204 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -24804396.000000 Penalty: 6011.354004
	Iteration 73Q: 3 clusters Score -2.48044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -24804372.000000 Penalty: 6011.354004
	Iteration 74Q: 3 clusters Score -2.480437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180259 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -24804368.000000 Penalty: 6011.354004
	Iteration 75Q: 3 clusters Score -2.480437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -24804392.000000 Penalty: 6011.354004
	Iteration 76Q: 3 clusters Score -2.480439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180303 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -24804388.000000 Penalty: 6011.354004
	Iteration 77Q: 3 clusters Score -2.480439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -24804402.000000 Penalty: 6011.354004
	Iteration 78Q: 3 clusters Score -2.48044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180341 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -24804404.000000 Penalty: 6011.354004
	Iteration 79Q: 3 clusters Score -2.48044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180353 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -24804400.000000 Penalty: 6011.354004
	Iteration 80F: 3 clusters Score -2.48044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180377 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -24804414.000000 Penalty: 6011.354004
	Iteration 81Q: 3 clusters Score -2.480441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180399 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -24804446.000000 Penalty: 6011.354004
	Iteration 82Q: 3 clusters Score -2.480445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -24804418.000000 Penalty: 6011.354004
	Iteration 83Q: 3 clusters Score -2.480442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180439 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -24804404.000000 Penalty: 6011.354004
	Iteration 84Q: 3 clusters Score -2.48044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -24804396.000000 Penalty: 6011.354004
	Iteration 85Q: 3 clusters Score -2.48044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -24804410.000000 Penalty: 6011.354004
	Iteration 86Q: 3 clusters Score -2.480441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -24804456.000000 Penalty: 6011.354004
	Iteration 87Q: 3 clusters Score -2.480446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -24804460.000000 Penalty: 6011.354004
	Iteration 88Q: 3 clusters Score -2.480446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180529 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -24804458.000000 Penalty: 6011.354004
	Iteration 89Q: 3 clusters Score -2.480446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -24804482.000000 Penalty: 6011.354004
	Iteration 90Q: 3 clusters Score -2.480448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180562 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -24804480.000000 Penalty: 6011.354004
	Iteration 91Q: 3 clusters Score -2.480448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -24804498.000000 Penalty: 6011.354004
	Iteration 92Q: 3 clusters Score -2.48045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180601 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -24804478.000000 Penalty: 6011.354004
	Iteration 93Q: 3 clusters Score -2.480448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180615 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -24804482.000000 Penalty: 6011.354004
	Iteration 94Q: 3 clusters Score -2.480448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180631 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -24804496.000000 Penalty: 6011.354004
	Iteration 95Q: 3 clusters Score -2.48045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180642 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -24804542.000000 Penalty: 6011.354004
	Iteration 96Q: 3 clusters Score -2.480454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -24804506.000000 Penalty: 6011.354004
	Iteration 97Q: 3 clusters Score -2.480451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -24804498.000000 Penalty: 6011.354004
	Iteration 98Q: 3 clusters Score -2.48045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -24804526.000000 Penalty: 6011.354004
	Iteration 99Q: 3 clusters Score -2.480453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -24804492.000000 Penalty: 6011.354004
	Iteration 100F: 3 clusters Score -2.480449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180720 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -24804504.000000 Penalty: 6011.354004
	Iteration 101Q: 3 clusters Score -2.48045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180731 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -24804508.000000 Penalty: 6011.354004
	Iteration 102Q: 3 clusters Score -2.480451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -24804504.000000 Penalty: 6011.354004
	Iteration 103Q: 3 clusters Score -2.48045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180758 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -24804508.000000 Penalty: 6011.354004
	Iteration 104Q: 3 clusters Score -2.480451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -24804506.000000 Penalty: 6011.354004
	Iteration 105Q: 3 clusters Score -2.480451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -24804522.000000 Penalty: 6011.354004
	Iteration 106Q: 3 clusters Score -2.480452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180807 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -24804494.000000 Penalty: 6011.354004
	Iteration 107Q: 3 clusters Score -2.480449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -24804514.000000 Penalty: 6011.354004
	Iteration 108Q: 3 clusters Score -2.480451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180850 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -24804506.000000 Penalty: 6011.354004
	Iteration 109Q: 3 clusters Score -2.480451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180863 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -24804508.000000 Penalty: 6011.354004
	Iteration 110Q: 3 clusters Score -2.480451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -24804494.000000 Penalty: 6011.354004
	Iteration 111Q: 3 clusters Score -2.480449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180894 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -24804504.000000 Penalty: 6011.354004
	Iteration 112Q: 3 clusters Score -2.48045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180905 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -24804506.000000 Penalty: 6011.354004
	Iteration 113Q: 3 clusters Score -2.480451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180917 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -24804506.000000 Penalty: 6011.354004
	Iteration 114Q: 3 clusters Score -2.480451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180928 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24804512.000000 Penalty: 6011.354004
	Iteration 115Q: 3 clusters Score -2.480451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180941 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -24804516.000000 Penalty: 6011.354004
	Iteration 116Q: 3 clusters Score -2.480452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -24804520.000000 Penalty: 6011.354004
	Iteration 117Q: 3 clusters Score -2.480452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -24804524.000000 Penalty: 6011.354004
	Iteration 118Q: 3 clusters Score -2.480452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -24804554.000000 Penalty: 6011.354004
	Iteration 119Q: 3 clusters Score -2.480455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -24804542.000000 Penalty: 6011.354004
	Iteration 120F: 3 clusters Score -2.480454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181003 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -24804566.000000 Penalty: 6011.354004
	Iteration 121Q: 3 clusters Score -2.480457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181021 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -24804586.000000 Penalty: 6011.354004
	Iteration 122Q: 3 clusters Score -2.480459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -24804578.000000 Penalty: 6011.354004
	Iteration 123Q: 3 clusters Score -2.480458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181049 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -24804564.000000 Penalty: 6011.354004
	Iteration 124Q: 3 clusters Score -2.480456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181078 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24804566.000000 Penalty: 6011.354004
	Iteration 125Q: 3 clusters Score -2.480457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -24804558.000000 Penalty: 6011.354004
	Iteration 126Q: 3 clusters Score -2.480456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181111 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24804562.000000 Penalty: 6011.354004
	Iteration 127Q: 3 clusters Score -2.480456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181117 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -24804564.000000 Penalty: 6011.354004
	Iteration 128Q: 3 clusters Score -2.480456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24804578.000000 Penalty: 6011.354004
	Iteration 129Q: 3 clusters Score -2.480458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181142 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -24804578.000000 Penalty: 6011.354004
	Iteration 130Q: 3 clusters Score -2.480458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181149 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -24804558.000000 Penalty: 6011.354004
	Iteration 131Q: 3 clusters Score -2.480456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -24804560.000000 Penalty: 6011.354004
	Iteration 132Q: 3 clusters Score -2.480456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -24804572.000000 Penalty: 6011.354004
	Iteration 133Q: 3 clusters Score -2.480457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181171 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24804594.000000 Penalty: 6011.354004
	Iteration 134Q: 3 clusters Score -2.480459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24804604.000000 Penalty: 6011.354004
	Iteration 135Q: 3 clusters Score -2.48046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24804588.000000 Penalty: 6011.354004
	Iteration 136Q: 3 clusters Score -2.480459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -24804594.000000 Penalty: 6011.354004
	Iteration 137Q: 3 clusters Score -2.480459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181183 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -24804610.000000 Penalty: 6011.354004
	Iteration 138Q: 3 clusters Score -2.480461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -24804594.000000 Penalty: 6011.354004
	Iteration 139Q: 3 clusters Score -2.480459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -24804628.000000 Penalty: 6011.354004
	Iteration 140F: 3 clusters Score -2.480463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24804614.000000 Penalty: 6011.354004
	Iteration 141Q: 3 clusters Score -2.480461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181201 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -24804626.000000 Penalty: 6011.354004
	Iteration 142Q: 3 clusters Score -2.480463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181203 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -24804618.000000 Penalty: 6011.354004
	Iteration 143Q: 3 clusters Score -2.480462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181204 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -24804650.000000 Penalty: 6011.354004
	Iteration 144Q: 3 clusters Score -2.480465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181205 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24804636.000000 Penalty: 6011.354004
	Iteration 145Q: 3 clusters Score -2.480464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -24804644.000000 Penalty: 6011.354004
	Iteration 146Q: 3 clusters Score -2.480464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -24804650.000000 Penalty: 6011.354004
	Iteration 147Q: 3 clusters Score -2.480465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181222 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -24804652.000000 Penalty: 6011.354004
	Iteration 148Q: 3 clusters Score -2.480465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181228 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24804654.000000 Penalty: 6011.354004
	Iteration 149Q: 3 clusters Score -2.480465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -24804680.000000 Penalty: 6011.354004
	Iteration 150Q: 3 clusters Score -2.480468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24804662.000000 Penalty: 6011.354004
	Iteration 151Q: 3 clusters Score -2.480466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181243 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -24804668.000000 Penalty: 6011.354004
	Iteration 152Q: 3 clusters Score -2.480467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -24804660.000000 Penalty: 6011.354004
	Iteration 153Q: 3 clusters Score -2.480466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181249 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -24804646.000000 Penalty: 6011.354004
	Iteration 154Q: 3 clusters Score -2.480465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -24804664.000000 Penalty: 6011.354004
	Iteration 155Q: 3 clusters Score -2.480466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181254 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24804664.000000 Penalty: 6011.354004
	Iteration 156Q: 3 clusters Score -2.480466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181255 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -24804660.000000 Penalty: 6011.354004
	Iteration 157Q: 3 clusters Score -2.480466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181255 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -24804660.000000 Penalty: 6011.354004
	Iteration 158F: 3 clusters Score -2.480466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Entering Unmasked Estep 
Score: -4420125.500000 Penalty: 2575.905518
	Iteration 0F: 2 clusters Score -4420126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4397977.000000 Penalty: 5151.811035
	Iteration 0F: 3 clusters Score -4397977 nChanged 14676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4405847.500000 Penalty: 5151.811035
	Iteration 1F: 3 clusters Score -4405848 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -4406226.500000 Penalty: 5151.811035
	Iteration 2Q: 3 clusters Score -4406226 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4406553.500000 Penalty: 5151.811035
	Iteration 3Q: 3 clusters Score -4406554 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4406832.500000 Penalty: 5151.811035
	Iteration 4Q: 3 clusters Score -4406832 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4407197.500000 Penalty: 5151.811035
	Iteration 5Q: 3 clusters Score -4407198 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4407598.000000 Penalty: 5151.811035
	Iteration 6Q: 3 clusters Score -4407598 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4408133.500000 Penalty: 5151.811035
	Iteration 7Q: 3 clusters Score -4408134 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4408868.500000 Penalty: 5151.811035
	Iteration 8Q: 3 clusters Score -4408868 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -4409953.500000 Penalty: 5151.811035
	Iteration 9F: 3 clusters Score -4409954 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -4411542.000000 Penalty: 5151.811035
	Iteration 10F: 3 clusters Score -4411542 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4413431.500000 Penalty: 5151.811035
	Iteration 11F: 3 clusters Score -4413432 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -4415184.000000 Penalty: 5151.811035
	Iteration 12F: 3 clusters Score -4415184 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4416408.500000 Penalty: 5151.811035
	Iteration 13Q: 3 clusters Score -4416408 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4417035.500000 Penalty: 5151.811035
	Iteration 14Q: 3 clusters Score -4417036 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4417223.500000 Penalty: 5151.811035
	Iteration 15Q: 3 clusters Score -4417224 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4417315.500000 Penalty: 5151.811035
	Iteration 16Q: 3 clusters Score -4417316 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4417359.500000 Penalty: 5151.811035
	Iteration 17Q: 3 clusters Score -4417360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4417381.500000 Penalty: 5151.811035
	Iteration 18Q: 3 clusters Score -4417382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4417402.500000 Penalty: 5151.811035
	Iteration 19Q: 3 clusters Score -4417402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4417409.500000 Penalty: 5151.811035
	Iteration 20F: 3 clusters Score -4417410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4417419.000000 Penalty: 5151.811035
	Iteration 21Q: 3 clusters Score -4417419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4417429.000000 Penalty: 5151.811035
	Iteration 22Q: 3 clusters Score -4417429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4417437.000000 Penalty: 5151.811035
	Iteration 23Q: 3 clusters Score -4417437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4417461.000000 Penalty: 5151.811035
	Iteration 24Q: 3 clusters Score -4417461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4417475.500000 Penalty: 5151.811035
	Iteration 25Q: 3 clusters Score -4417476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4417495.000000 Penalty: 5151.811035
	Iteration 26Q: 3 clusters Score -4417495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4417514.000000 Penalty: 5151.811035
	Iteration 27Q: 3 clusters Score -4417514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4417514.000000 Penalty: 5151.811035
	Iteration 28Q: 3 clusters Score -4417514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4417517.000000 Penalty: 5151.811035
	Iteration 29Q: 3 clusters Score -4417517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4417522.000000 Penalty: 5151.811035
	Iteration 30Q: 3 clusters Score -4417522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4417523.000000 Penalty: 5151.811035
	Iteration 31Q: 3 clusters Score -4417523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4417530.500000 Penalty: 5151.811035
	Iteration 32Q: 3 clusters Score -4417530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4417531.500000 Penalty: 5151.811035
	Iteration 33Q: 3 clusters Score -4417532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4417531.000000 Penalty: 5151.811035
	Iteration 34Q: 3 clusters Score -4417531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4417543.000000 Penalty: 5151.811035
	Iteration 35Q: 3 clusters Score -4417543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4417545.000000 Penalty: 5151.811035
	Iteration 36Q: 3 clusters Score -4417545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4417553.000000 Penalty: 5151.811035
	Iteration 37Q: 3 clusters Score -4417553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4417557.000000 Penalty: 5151.811035
	Iteration 38Q: 3 clusters Score -4417557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4417553.000000 Penalty: 5151.811035
	Iteration 39Q: 3 clusters Score -4417553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4417560.500000 Penalty: 5151.811035
	Iteration 40F: 3 clusters Score -4417560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4417570.000000 Penalty: 5151.811035
	Iteration 41Q: 3 clusters Score -4417570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4417569.000000 Penalty: 5151.811035
	Iteration 42Q: 3 clusters Score -4417569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4417579.000000 Penalty: 5151.811035
	Iteration 43Q: 3 clusters Score -4417579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4417588.000000 Penalty: 5151.811035
	Iteration 44Q: 3 clusters Score -4417588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4417588.000000 Penalty: 5151.811035
	Iteration 45Q: 3 clusters Score -4417588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4417591.500000 Penalty: 5151.811035
	Iteration 46Q: 3 clusters Score -4417592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4417596.500000 Penalty: 5151.811035
	Iteration 47Q: 3 clusters Score -4417596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4417597.000000 Penalty: 5151.811035
	Iteration 48Q: 3 clusters Score -4417597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4417595.000000 Penalty: 5151.811035
	Iteration 49Q: 3 clusters Score -4417595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4417597.500000 Penalty: 5151.811035
	Iteration 50Q: 3 clusters Score -4417598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4417595.500000 Penalty: 5151.811035
	Iteration 51Q: 3 clusters Score -4417596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4417593.000000 Penalty: 5151.811035
	Iteration 52Q: 3 clusters Score -4417593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4417595.000000 Penalty: 5151.811035
	Iteration 53Q: 3 clusters Score -4417595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4417594.000000 Penalty: 5151.811035
	Iteration 54Q: 3 clusters Score -4417594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4417594.500000 Penalty: 5151.811035
	Iteration 55Q: 3 clusters Score -4417594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4417593.000000 Penalty: 5151.811035
	Iteration 56Q: 3 clusters Score -4417593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4417598.500000 Penalty: 5151.811035
	Iteration 57Q: 3 clusters Score -4417598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4417596.500000 Penalty: 5151.811035
	Iteration 58Q: 3 clusters Score -4417596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4417596.000000 Penalty: 5151.811035
	Iteration 59Q: 3 clusters Score -4417596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4417596.000000 Penalty: 5151.811035
	Iteration 60F: 3 clusters Score -4417596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -411737.062500 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -411737.1 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 1475 members 
Entering Unmasked Estep 
Score: -408470.843750 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -408470.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -409107.750000 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -409107.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -409275.218750 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -409275.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -409350.718750 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -409350.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -409392.625000 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -409392.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -409419.468750 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -409419.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -409437.062500 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -409437.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -409449.843750 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -409449.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409460.718750 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -409460.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -409471.468750 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -409471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -409482.781250 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -409482.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -409490.343750 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -409490.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -409496.468750 Penalty: 3966.006104
	Iteration 12Q: 3 clusters Score -409496.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -409503.187500 Penalty: 3966.006104
	Iteration 13Q: 3 clusters Score -409503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -409507.562500 Penalty: 3966.006104
	Iteration 14Q: 3 clusters Score -409507.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -409512.750000 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -409512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -409515.437500 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -409515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -409517.437500 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -409517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -409521.906250 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -409521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -409526.562500 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -409526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -409528.906250 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -409528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -409531.718750 Penalty: 3966.006104
	Iteration 21Q: 3 clusters Score -409531.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -409537.187500 Penalty: 3966.006104
	Iteration 22Q: 3 clusters Score -409537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -409539.000000 Penalty: 3966.006104
	Iteration 23Q: 3 clusters Score -409539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -409540.562500 Penalty: 3966.006104
	Iteration 24Q: 3 clusters Score -409540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -409543.125000 Penalty: 3966.006104
	Iteration 25Q: 3 clusters Score -409543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -409546.000000 Penalty: 3966.006104
	Iteration 26Q: 3 clusters Score -409546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -409549.281250 Penalty: 3966.006104
	Iteration 27Q: 3 clusters Score -409549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -409549.906250 Penalty: 3966.006104
	Iteration 28Q: 3 clusters Score -409549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -409551.875000 Penalty: 3966.006104
	Iteration 29Q: 3 clusters Score -409551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -409552.750000 Penalty: 3966.006104
	Iteration 30Q: 3 clusters Score -409552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -409553.062500 Penalty: 3966.006104
	Iteration 31Q: 3 clusters Score -409553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -409554.250000 Penalty: 3966.006104
	Iteration 32Q: 3 clusters Score -409554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -409556.343750 Penalty: 3966.006104
	Iteration 33Q: 3 clusters Score -409556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -409558.062500 Penalty: 3966.006104
	Iteration 34Q: 3 clusters Score -409558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -409559.656250 Penalty: 3966.006104
	Iteration 35Q: 3 clusters Score -409559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -409559.656250 Penalty: 3966.006104
	Iteration 36F: 3 clusters Score -409559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -41716.531250 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -41716.53 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 197 members 
Entering Unmasked Estep 
Score: -40460.941406 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -40460.94 nChanged 52
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: -40644.574219 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -40644.57 nChanged 15
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: -40697.082031 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -40697.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40717.703125 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -40717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40736.375000 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -40736.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40741.066406 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -40741.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40741.066406 Penalty: 2942.393555
	Iteration 6F: 3 clusters Score -40741.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Entering Unmasked Estep 
Score: -6823148.500000 Penalty: 2683.523193
	Iteration 0F: 2 clusters Score -6823148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6789350.000000 Penalty: 5367.046387
	Iteration 0F: 3 clusters Score -6789350 nChanged 23134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6802079.500000 Penalty: 5367.046387
	Iteration 1F: 3 clusters Score -6802080 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -6802603.000000 Penalty: 5367.046387
	Iteration 2Q: 3 clusters Score -6802603 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6803113.000000 Penalty: 5367.046387
	Iteration 3Q: 3 clusters Score -6803113 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6803584.500000 Penalty: 5367.046387
	Iteration 4Q: 3 clusters Score -6803584 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6804172.000000 Penalty: 5367.046387
	Iteration 5Q: 3 clusters Score -6804172 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -6804903.000000 Penalty: 5367.046387
	Iteration 6Q: 3 clusters Score -6804903 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -6805807.000000 Penalty: 5367.046387
	Iteration 7Q: 3 clusters Score -6805807 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6807039.500000 Penalty: 5367.046387
	Iteration 8Q: 3 clusters Score -6807040 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -6808806.500000 Penalty: 5367.046387
	Iteration 9F: 3 clusters Score -6808806 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -6811205.000000 Penalty: 5367.046387
	Iteration 10F: 3 clusters Score -6811205 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -6813865.500000 Penalty: 5367.046387
	Iteration 11F: 3 clusters Score -6813866 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6816115.000000 Penalty: 5367.046387
	Iteration 12F: 3 clusters Score -6816115 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -6817439.500000 Penalty: 5367.046387
	Iteration 13Q: 3 clusters Score -6817440 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -6818024.500000 Penalty: 5367.046387
	Iteration 14Q: 3 clusters Score -6818024 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -6818342.000000 Penalty: 5367.046387
	Iteration 15Q: 3 clusters Score -6818342 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6818606.000000 Penalty: 5367.046387
	Iteration 16Q: 3 clusters Score -6818606 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -6818832.000000 Penalty: 5367.046387
	Iteration 17Q: 3 clusters Score -6818832 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -6819028.000000 Penalty: 5367.046387
	Iteration 18Q: 3 clusters Score -6819028 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -6819182.500000 Penalty: 5367.046387
	Iteration 19Q: 3 clusters Score -6819182 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6819340.000000 Penalty: 5367.046387
	Iteration 20F: 3 clusters Score -6819340 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -6819466.500000 Penalty: 5367.046387
	Iteration 21Q: 3 clusters Score -6819466 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6819595.000000 Penalty: 5367.046387
	Iteration 22Q: 3 clusters Score -6819595 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6819715.500000 Penalty: 5367.046387
	Iteration 23Q: 3 clusters Score -6819716 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -6819831.500000 Penalty: 5367.046387
	Iteration 24Q: 3 clusters Score -6819832 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6819902.000000 Penalty: 5367.046387
	Iteration 25Q: 3 clusters Score -6819902 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6820018.000000 Penalty: 5367.046387
	Iteration 26Q: 3 clusters Score -6820018 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6820161.500000 Penalty: 5367.046387
	Iteration 27Q: 3 clusters Score -6820162 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6820241.500000 Penalty: 5367.046387
	Iteration 28Q: 3 clusters Score -6820242 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -6820350.500000 Penalty: 5367.046387
	Iteration 29Q: 3 clusters Score -6820350 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6820407.500000 Penalty: 5367.046387
	Iteration 30Q: 3 clusters Score -6820408 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6820500.500000 Penalty: 5367.046387
	Iteration 31Q: 3 clusters Score -6820500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -6820556.500000 Penalty: 5367.046387
	Iteration 32Q: 3 clusters Score -6820556 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6820643.500000 Penalty: 5367.046387
	Iteration 33Q: 3 clusters Score -6820644 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6820699.000000 Penalty: 5367.046387
	Iteration 34Q: 3 clusters Score -6820699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -6820734.000000 Penalty: 5367.046387
	Iteration 35Q: 3 clusters Score -6820734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6820765.000000 Penalty: 5367.046387
	Iteration 36Q: 3 clusters Score -6820765 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6820804.500000 Penalty: 5367.046387
	Iteration 37Q: 3 clusters Score -6820804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6820837.500000 Penalty: 5367.046387
	Iteration 38Q: 3 clusters Score -6820838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6820866.000000 Penalty: 5367.046387
	Iteration 39Q: 3 clusters Score -6820866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6820898.500000 Penalty: 5367.046387
	Iteration 40F: 3 clusters Score -6820898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6820921.500000 Penalty: 5367.046387
	Iteration 41Q: 3 clusters Score -6820922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6820929.500000 Penalty: 5367.046387
	Iteration 42Q: 3 clusters Score -6820930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6820958.000000 Penalty: 5367.046387
	Iteration 43Q: 3 clusters Score -6820958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6820984.000000 Penalty: 5367.046387
	Iteration 44Q: 3 clusters Score -6820984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6820995.000000 Penalty: 5367.046387
	Iteration 45Q: 3 clusters Score -6820995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6821032.000000 Penalty: 5367.046387
	Iteration 46Q: 3 clusters Score -6821032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6821041.000000 Penalty: 5367.046387
	Iteration 47Q: 3 clusters Score -6821041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6821028.500000 Penalty: 5367.046387
	Iteration 48Q: 3 clusters Score -6821028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6821044.500000 Penalty: 5367.046387
	Iteration 49Q: 3 clusters Score -6821044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6821042.000000 Penalty: 5367.046387
	Iteration 50Q: 3 clusters Score -6821042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6821038.000000 Penalty: 5367.046387
	Iteration 51Q: 3 clusters Score -6821038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6821042.000000 Penalty: 5367.046387
	Iteration 52Q: 3 clusters Score -6821042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6821037.000000 Penalty: 5367.046387
	Iteration 53Q: 3 clusters Score -6821037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6821040.000000 Penalty: 5367.046387
	Iteration 54Q: 3 clusters Score -6821040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6821050.500000 Penalty: 5367.046387
	Iteration 55Q: 3 clusters Score -6821050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6821048.500000 Penalty: 5367.046387
	Iteration 56Q: 3 clusters Score -6821048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6821053.500000 Penalty: 5367.046387
	Iteration 57Q: 3 clusters Score -6821054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6821058.500000 Penalty: 5367.046387
	Iteration 58Q: 3 clusters Score -6821058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6821062.000000 Penalty: 5367.046387
	Iteration 59Q: 3 clusters Score -6821062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6821063.500000 Penalty: 5367.046387
	Iteration 60F: 3 clusters Score -6821064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6821051.500000 Penalty: 5367.046387
	Iteration 61Q: 3 clusters Score -6821052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6821056.500000 Penalty: 5367.046387
	Iteration 62Q: 3 clusters Score -6821056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6821065.500000 Penalty: 5367.046387
	Iteration 63Q: 3 clusters Score -6821066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6821069.500000 Penalty: 5367.046387
	Iteration 64Q: 3 clusters Score -6821070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6821077.000000 Penalty: 5367.046387
	Iteration 65Q: 3 clusters Score -6821077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6821066.000000 Penalty: 5367.046387
	Iteration 66Q: 3 clusters Score -6821066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6821083.000000 Penalty: 5367.046387
	Iteration 67Q: 3 clusters Score -6821083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6821082.500000 Penalty: 5367.046387
	Iteration 68Q: 3 clusters Score -6821082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6821078.500000 Penalty: 5367.046387
	Iteration 69Q: 3 clusters Score -6821078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6821083.000000 Penalty: 5367.046387
	Iteration 70Q: 3 clusters Score -6821083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6821081.500000 Penalty: 5367.046387
	Iteration 71Q: 3 clusters Score -6821082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6821086.000000 Penalty: 5367.046387
	Iteration 72Q: 3 clusters Score -6821086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6821085.000000 Penalty: 5367.046387
	Iteration 73Q: 3 clusters Score -6821085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6821085.000000 Penalty: 5367.046387
	Iteration 74F: 3 clusters Score -6821085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -270594.375000 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -270594.4 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 1044 members 
Entering Unmasked Estep 
Score: -267867.312500 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -267867.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -268329.343750 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -268329.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -268455.031250 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -268455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268533.875000 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -268533.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268583.406250 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -268583.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268616.062500 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -268616.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -268651.562500 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -268651.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268679.812500 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -268679.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268698.781250 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -268698.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268714.593750 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -268714.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -268733.937500 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -268733.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -268750.750000 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -268750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -268759.750000 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -268759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -268763.531250 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -268763.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -268769.406250 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -268769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -268779.000000 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -268779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -268791.843750 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -268791.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268799.937500 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -268799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268810.531250 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -268810.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -268822.062500 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -268822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268833.500000 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -268833.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -268843.187500 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -268843.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -268858.281250 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -268858.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268868.750000 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -268868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -268877.031250 Penalty: 3794.955566
	Iteration 24Q: 3 clusters Score -268877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268886.500000 Penalty: 3794.955566
	Iteration 25Q: 3 clusters Score -268886.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268895.500000 Penalty: 3794.955566
	Iteration 26Q: 3 clusters Score -268895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268899.750000 Penalty: 3794.955566
	Iteration 27Q: 3 clusters Score -268899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268901.656250 Penalty: 3794.955566
	Iteration 28Q: 3 clusters Score -268901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -268905.875000 Penalty: 3794.955566
	Iteration 29Q: 3 clusters Score -268905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268906.625000 Penalty: 3794.955566
	Iteration 30Q: 3 clusters Score -268906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268906.781250 Penalty: 3794.955566
	Iteration 31Q: 3 clusters Score -268906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268906.781250 Penalty: 3794.955566
	Iteration 32F: 3 clusters Score -268906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -800561.125000 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -800561.1 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 3061 members 
Entering Unmasked Estep 
Score: -795303.187500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -795303.2 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -796716.375000 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -796716.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -797083.625000 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -797083.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -797445.125000 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -797445.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -797775.500000 Penalty: 4332.740723
	Iteration 4F: 3 clusters Score -797775.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -798080.312500 Penalty: 4332.740723
	Iteration 5F: 3 clusters Score -798080.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -798335.375000 Penalty: 4332.740723
	Iteration 6F: 3 clusters Score -798335.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -798522.437500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -798522.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -798665.687500 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -798665.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -798778.000000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -798778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -798864.937500 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -798864.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -798916.000000 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -798916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -798950.500000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -798950.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -798969.250000 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -798969.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -798980.875000 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -798980.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -798992.250000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -798992.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -799003.250000 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -799003.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -799014.125000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -799014.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -799025.062500 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -799025.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -799040.250000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -799040.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -799051.187500 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -799051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -799059.687500 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -799059.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -799066.500000 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -799066.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -799076.125000 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -799076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -799083.312500 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -799083.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -799089.125000 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -799089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -799095.500000 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -799095.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -799103.125000 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -799103.1 nChanged 7
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: -799109.812500 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -799109.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -799116.375000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -799116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -799122.375000 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -799122.4 nChanged 6
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: -799128.375000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -799128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -799130.750000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -799130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -799133.687500 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -799133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -799134.187500 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -799134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -799139.937500 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -799139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -799143.375000 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -799143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -799144.187500 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -799144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -799153.562500 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -799153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -799155.500000 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -799155.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -799161.812500 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -799161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -799163.437500 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -799163.4 nChanged 4
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: -799166.375000 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -799166.4 nChanged 0
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: -799166.375000 Penalty: 4332.740723
	Iteration 43F: 3 clusters Score -799166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1404302.125000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -1404302 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 5831 members 
Entering Unmasked Estep 
Score: -1395511.000000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -1395511 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1398349.875000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -1398350 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1398966.750000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -1398967 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1399559.375000 Penalty: 4653.608398
	Iteration 3F: 3 clusters Score -1399559 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1400194.875000 Penalty: 4653.608398
	Iteration 4F: 3 clusters Score -1400195 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1400847.000000 Penalty: 4653.608398
	Iteration 5F: 3 clusters Score -1400847 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1401439.250000 Penalty: 4653.608398
	Iteration 6F: 3 clusters Score -1401439 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1402009.875000 Penalty: 4653.608398
	Iteration 7F: 3 clusters Score -1402010 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1402543.875000 Penalty: 4653.608398
	Iteration 8F: 3 clusters Score -1402544 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1402945.250000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -1402945 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1403156.125000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -1403156 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1403242.250000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -1403242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1403305.000000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -1403305 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1403335.125000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -1403335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1403343.250000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -1403343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1403349.625000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -1403350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1403354.500000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -1403354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1403360.875000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -1403361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1403363.875000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -1403364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1403364.750000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -1403365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1403364.250000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -1403364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1403365.250000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -1403365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1403365.250000 Penalty: 4653.608398
	Iteration 22F: 3 clusters Score -1403365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1329799.125000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -1329799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1321996.125000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -1321996 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1324490.625000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -1324491 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1324902.125000 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -1324902 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1325321.375000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -1325321 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1325764.125000 Penalty: 4581.977539
	Iteration 4F: 3 clusters Score -1325764 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1326168.875000 Penalty: 4581.977539
	Iteration 5F: 3 clusters Score -1326169 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1326513.625000 Penalty: 4581.977539
	Iteration 6F: 3 clusters Score -1326514 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1326802.250000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -1326802 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1327064.250000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -1327064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1327286.750000 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -1327287 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1327487.250000 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -1327487 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1327680.500000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -1327680 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1327831.875000 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -1327832 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1327933.375000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -1327933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1327995.750000 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -1327996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1328040.125000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -1328040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1328070.125000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -1328070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1328082.375000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -1328082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1328100.875000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -1328101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1328116.875000 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -1328117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1328121.125000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -1328121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1328128.375000 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -1328128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1328136.875000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -1328137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1328143.375000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -1328143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1328148.875000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -1328149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1328155.750000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -1328156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1328158.625000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -1328159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1328162.750000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -1328163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1328165.125000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -1328165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1328173.375000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -1328173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1328174.500000 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -1328174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1328177.625000 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -1328178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1328180.125000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -1328180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1328183.625000 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -1328184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1328184.250000 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -1328184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1328183.250000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -1328183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1328186.125000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -1328186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1328185.125000 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -1328185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1328185.375000 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -1328185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1328187.250000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -1328187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1328187.250000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -1328187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45997.929688 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45997.93 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: -44598.441406 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44598.44 nChanged 102
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: -44868.945312 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44868.95 nChanged 40
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: -45092.566406 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -45092.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45254.480469 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -45254.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45313.539062 Penalty: 3066.314209
	Iteration 4F: 3 clusters Score -45313.54 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: -45400.917969 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -45400.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45457.546875 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -45457.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45635.769531 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -45635.77 nChanged 14
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: -45701.097656 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -45701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45748.367188 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -45748.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45790.128906 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -45790.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -45815.562500 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -45815.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45824.265625 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -45824.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45829.222656 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -45829.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45832.683594 Penalty: 3066.314209
	Iteration 14F: 3 clusters Score -45832.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -45855.242188 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -45855.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -45870.816406 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -45870.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -45892.394531 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -45892.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45894.644531 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -45894.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45894.644531 Penalty: 3066.314209
	Iteration 19F: 3 clusters Score -45894.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -25921.734375 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -25921.73 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 116 members 
Entering Unmasked Estep 
Score: -24752.179688 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -24752.18 nChanged 17
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: -24900.753906 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -24900.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24976.261719 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -24976.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25115.388672 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -25115.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25143.810547 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -25143.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25150.515625 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -25150.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25150.515625 Penalty: 2703.715088
	Iteration 6F: 3 clusters Score -25150.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -65169.945312 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -65169.95 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 285 members 
Entering Unmasked Estep 
Score: -63615.484375 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -63615.48 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64131.011719 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -64131.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64490.660156 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -64490.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64628.066406 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -64628.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64751.289062 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -64751.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64858.199219 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -64858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64932.953125 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -64932.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65011.421875 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -65011.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65107.726562 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -65107.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65252.414062 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -65252.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65399.070312 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -65399.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65490.378906 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -65490.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65523.789062 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -65523.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65523.789062 Penalty: 3155.206055
	Iteration 13F: 3 clusters Score -65523.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180149 members 
Mstep: Class 5 contains 205122 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25110 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183444 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 225 members 
Entering Unmasked Estep 
Score: -126425704.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126427288.000000 to -126425704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -50058.386719 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -50058.39 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 219 members 
Entering Unmasked Estep 
Score: -48687.367188 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -48687.37 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49117.671875 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -49117.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49251.777344 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -49251.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49379.070312 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -49379.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49459.574219 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -49459.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49528.070312 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -49528.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49593.984375 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -49593.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49685.675781 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -49685.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49797.117188 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -49797.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49822.273438 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -49822.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49827.390625 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -49827.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49831.914062 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -49831.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49831.914062 Penalty: 3051.755371
	Iteration 12F: 3 clusters Score -49831.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -16939.230469 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -16939.23 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 96 members 
Entering Unmasked Estep 
Score: -15965.121094 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -15965.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16041.794922 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -16041.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16062.234375 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -16062.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16062.234375 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -16062.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180149 members 
Mstep: Class 5 contains 205122 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25110 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183444 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 92212.148438
Iteration 279Q: 28 clusters Score -1.264274e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180147 members 
Mstep: Class 5 contains 205124 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25111 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183443 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 92212.148438
Iteration 280F: 28 clusters Score -1.264274e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180145 members 
Mstep: Class 5 contains 205125 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 183439 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427352.000000 Penalty: 92212.148438
Iteration 281Q: 28 clusters Score -1.264274e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180144 members 
Mstep: Class 5 contains 205127 members 
Mstep: Class 6 contains 72231 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 183436 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 282Q: 28 clusters Score -1.264273e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180143 members 
Mstep: Class 5 contains 205127 members 
Mstep: Class 6 contains 72235 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 183434 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427384.000000 Penalty: 92212.148438
Iteration 283Q: 28 clusters Score -1.264274e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180145 members 
Mstep: Class 5 contains 205128 members 
Mstep: Class 6 contains 72238 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 183428 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50046 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 284Q: 28 clusters Score -1.264273e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180145 members 
Mstep: Class 5 contains 205129 members 
Mstep: Class 6 contains 72238 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183427 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 285Q: 28 clusters Score -1.264273e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180145 members 
Mstep: Class 5 contains 205130 members 
Mstep: Class 6 contains 72238 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183428 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2102 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427280.000000 Penalty: 92212.148438
Iteration 286Q: 28 clusters Score -1.264273e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180142 members 
Mstep: Class 5 contains 205129 members 
Mstep: Class 6 contains 72243 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183427 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2102 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427344.000000 Penalty: 92212.148438
Iteration 287Q: 28 clusters Score -1.264273e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180144 members 
Mstep: Class 5 contains 205126 members 
Mstep: Class 6 contains 72247 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 183423 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50045 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 288Q: 28 clusters Score -1.264273e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180142 members 
Mstep: Class 5 contains 205128 members 
Mstep: Class 6 contains 72248 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67764 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183421 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427376.000000 Penalty: 92212.148438
Iteration 289Q: 28 clusters Score -1.264274e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180141 members 
Mstep: Class 5 contains 205129 members 
Mstep: Class 6 contains 72247 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183421 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 290Q: 28 clusters Score -1.264273e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180140 members 
Mstep: Class 5 contains 205132 members 
Mstep: Class 6 contains 72245 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25114 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183421 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 291Q: 28 clusters Score -1.264273e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180141 members 
Mstep: Class 5 contains 205134 members 
Mstep: Class 6 contains 72244 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183420 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427312.000000 Penalty: 92212.148438
Iteration 292Q: 28 clusters Score -1.264273e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180140 members 
Mstep: Class 5 contains 205136 members 
Mstep: Class 6 contains 72244 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183419 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 92212.148438
Iteration 293Q: 28 clusters Score -1.264273e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180139 members 
Mstep: Class 5 contains 205137 members 
Mstep: Class 6 contains 72244 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183419 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 294Q: 28 clusters Score -1.264273e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180139 members 
Mstep: Class 5 contains 205138 members 
Mstep: Class 6 contains 72244 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183418 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 92212.148438
Iteration 295Q: 28 clusters Score -1.264274e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180139 members 
Mstep: Class 5 contains 205138 members 
Mstep: Class 6 contains 72245 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183417 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427360.000000 Penalty: 92212.148438
Iteration 296Q: 28 clusters Score -1.264274e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180139 members 
Mstep: Class 5 contains 205137 members 
Mstep: Class 6 contains 72246 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183417 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427336.000000 Penalty: 92212.148438
Iteration 297Q: 28 clusters Score -1.264273e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205137 members 
Mstep: Class 6 contains 72247 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183417 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 298Q: 28 clusters Score -1.264273e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205137 members 
Mstep: Class 6 contains 72247 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183417 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427328.000000 Penalty: 92212.148438
Iteration 299F: 28 clusters Score -1.264273e+08 nChanged 0
Entering ConstructFrom: 
Score: -126427328.000000 Penalty: 92212.148438
Entering ConstructFrom: 
Trying to split cluster 1 (27168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Entering Unmasked Estep 
Score: -3554793.500000 Penalty: 2532.029053
	Iteration 0F: 2 clusters Score -3554794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3536072.000000 Penalty: 5064.058105
	Iteration 0F: 3 clusters Score -3536072 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3542764.250000 Penalty: 5064.058105
	Iteration 1F: 3 clusters Score -3542764 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3543304.750000 Penalty: 5064.058105
	Iteration 2Q: 3 clusters Score -3543305 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3543913.250000 Penalty: 5064.058105
	Iteration 3Q: 3 clusters Score -3543913 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3544546.500000 Penalty: 5064.058105
	Iteration 4Q: 3 clusters Score -3544546 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3545170.000000 Penalty: 5064.058105
	Iteration 5Q: 3 clusters Score -3545170 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3545841.250000 Penalty: 5064.058105
	Iteration 6Q: 3 clusters Score -3545841 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3546642.000000 Penalty: 5064.058105
	Iteration 7F: 3 clusters Score -3546642 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3547424.250000 Penalty: 5064.058105
	Iteration 8F: 3 clusters Score -3547424 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3548194.500000 Penalty: 5064.058105
	Iteration 9F: 3 clusters Score -3548194 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3548821.500000 Penalty: 5064.058105
	Iteration 10Q: 3 clusters Score -3548822 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3549289.500000 Penalty: 5064.058105
	Iteration 11Q: 3 clusters Score -3549290 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3549645.500000 Penalty: 5064.058105
	Iteration 12Q: 3 clusters Score -3549646 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3549953.250000 Penalty: 5064.058105
	Iteration 13Q: 3 clusters Score -3549953 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3550209.000000 Penalty: 5064.058105
	Iteration 14Q: 3 clusters Score -3550209 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3550448.250000 Penalty: 5064.058105
	Iteration 15Q: 3 clusters Score -3550448 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3550649.250000 Penalty: 5064.058105
	Iteration 16Q: 3 clusters Score -3550649 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3550835.000000 Penalty: 5064.058105
	Iteration 17Q: 3 clusters Score -3550835 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3550998.250000 Penalty: 5064.058105
	Iteration 18Q: 3 clusters Score -3550998 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3551121.500000 Penalty: 5064.058105
	Iteration 19Q: 3 clusters Score -3551122 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3551224.750000 Penalty: 5064.058105
	Iteration 20F: 3 clusters Score -3551225 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3551284.750000 Penalty: 5064.058105
	Iteration 21Q: 3 clusters Score -3551285 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3551341.750000 Penalty: 5064.058105
	Iteration 22Q: 3 clusters Score -3551342 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3551377.750000 Penalty: 5064.058105
	Iteration 23Q: 3 clusters Score -3551378 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3551401.000000 Penalty: 5064.058105
	Iteration 24Q: 3 clusters Score -3551401 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3551430.500000 Penalty: 5064.058105
	Iteration 25Q: 3 clusters Score -3551430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3551449.750000 Penalty: 5064.058105
	Iteration 26Q: 3 clusters Score -3551450 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3551464 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3551471.250000 Penalty: 5064.058105
	Iteration 28Q: 3 clusters Score -3551471 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3551483.000000 Penalty: 5064.058105
	Iteration 29Q: 3 clusters Score -3551483 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 17090 members 
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	Iteration 30Q: 3 clusters Score -3551483 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 17136 members 
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Score: -3551491.500000 Penalty: 5064.058105
	Iteration 31Q: 3 clusters Score -3551492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3551504.250000 Penalty: 5064.058105
	Iteration 32Q: 3 clusters Score -3551504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3551511 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3551508.500000 Penalty: 5064.058105
	Iteration 34Q: 3 clusters Score -3551508 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3551513.500000 Penalty: 5064.058105
	Iteration 35Q: 3 clusters Score -3551514 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3551521.500000 Penalty: 5064.058105
	Iteration 36Q: 3 clusters Score -3551522 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3551521 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3551528.500000 Penalty: 5064.058105
	Iteration 38Q: 3 clusters Score -3551528 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3551516.000000 Penalty: 5064.058105
	Iteration 39Q: 3 clusters Score -3551516 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3551512.000000 Penalty: 5064.058105
	Iteration 40F: 3 clusters Score -3551512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3551520.750000 Penalty: 5064.058105
	Iteration 41Q: 3 clusters Score -3551521 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3551524.750000 Penalty: 5064.058105
	Iteration 42Q: 3 clusters Score -3551525 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3551524 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3551530.000000 Penalty: 5064.058105
	Iteration 44Q: 3 clusters Score -3551530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3551537.750000 Penalty: 5064.058105
	Iteration 45Q: 3 clusters Score -3551538 nChanged 22
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Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3551526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3551521 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3551530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3551530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3551535.500000 Penalty: 5064.058105
	Iteration 50Q: 3 clusters Score -3551536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3551534 nChanged 34
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Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3551539.250000 Penalty: 5064.058105
	Iteration 52Q: 3 clusters Score -3551539 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3551536 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3551541.000000 Penalty: 5064.058105
	Iteration 54Q: 3 clusters Score -3551541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3551541 nChanged 16
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3551546.250000 Penalty: 5064.058105
	Iteration 56Q: 3 clusters Score -3551546 nChanged 16
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3551548 nChanged 13
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Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3551553.500000 Penalty: 5064.058105
	Iteration 58Q: 3 clusters Score -3551554 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 17837 members 
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	Iteration 59Q: 3 clusters Score -3551552 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3551551 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3551557.250000 Penalty: 5064.058105
	Iteration 61Q: 3 clusters Score -3551557 nChanged 13
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Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3551554 nChanged 14
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Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3551549 nChanged 12
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Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17901 members 
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	Iteration 64Q: 3 clusters Score -3551552 nChanged 11
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Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3551553 nChanged 13
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Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3551556 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3551557 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 17944 members 
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	Iteration 68Q: 3 clusters Score -3551558 nChanged 13
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Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3551565 nChanged 7
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Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3551566 nChanged 6
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Mstep: Class 1 contains 9200 members 
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	Iteration 71Q: 3 clusters Score -3551567 nChanged 3
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Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3551563 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 17974 members 
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	Iteration 73Q: 3 clusters Score -3551565 nChanged 5
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Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 17979 members 
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	Iteration 74Q: 3 clusters Score -3551565 nChanged 7
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Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3551565 nChanged 7
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Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3551563 nChanged 5
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Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 17998 members 
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	Iteration 77Q: 3 clusters Score -3551564 nChanged 4
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Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 18002 members 
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	Iteration 78Q: 3 clusters Score -3551560 nChanged 4
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Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 18006 members 
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	Iteration 79Q: 3 clusters Score -3551560 nChanged 6
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Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 18012 members 
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	Iteration 80F: 3 clusters Score -3551564 nChanged 6
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Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 18018 members 
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	Iteration 81Q: 3 clusters Score -3551562 nChanged 6
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Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 18024 members 
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	Iteration 82Q: 3 clusters Score -3551562 nChanged 8
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Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 18032 members 
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	Iteration 83Q: 3 clusters Score -3551567 nChanged 10
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Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 18042 members 
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	Iteration 84Q: 3 clusters Score -3551564 nChanged 18
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Mstep: Class 1 contains 9108 members 
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	Iteration 85Q: 3 clusters Score -3551565 nChanged 16
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Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 18076 members 
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	Iteration 86Q: 3 clusters Score -3551560 nChanged 27
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 18103 members 
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	Iteration 87Q: 3 clusters Score -3551560 nChanged 24
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Mstep: Class 1 contains 9041 members 
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	Iteration 88Q: 3 clusters Score -3551561 nChanged 28
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Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 18155 members 
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	Iteration 89Q: 3 clusters Score -3551562 nChanged 31
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Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3551575.750000 Penalty: 5064.058105
	Iteration 90Q: 3 clusters Score -3551576 nChanged 33
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3551575 nChanged 26
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Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3551581.000000 Penalty: 5064.058105
	Iteration 92Q: 3 clusters Score -3551581 nChanged 30
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Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3551576 nChanged 39
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Mstep: Class 1 contains 8864 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3551586 nChanged 30
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Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 18332 members 
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	Iteration 95Q: 3 clusters Score -3551589 nChanged 21
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Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 18353 members 
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	Iteration 96Q: 3 clusters Score -3551591 nChanged 31
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Mstep: Class 1 contains 8784 members 
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	Iteration 97Q: 3 clusters Score -3551594 nChanged 38
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Mstep: Class 1 contains 8750 members 
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	Iteration 98Q: 3 clusters Score -3551607 nChanged 48
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 18464 members 
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	Iteration 99Q: 3 clusters Score -3551604 nChanged 48
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Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 18512 members 
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	Iteration 100F: 3 clusters Score -3551602 nChanged 61
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3551599 nChanged 71
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Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 18644 members 
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	Iteration 102Q: 3 clusters Score -3551610 nChanged 95
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Mstep: Class 1 contains 8431 members 
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	Iteration 103Q: 3 clusters Score -3551630 nChanged 108
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Mstep: Class 1 contains 8329 members 
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	Iteration 104Q: 3 clusters Score -3551642 nChanged 129
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Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 18966 members 
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	Iteration 105Q: 3 clusters Score -3551661 nChanged 126
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Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 19092 members 
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	Iteration 106Q: 3 clusters Score -3551679 nChanged 138
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Mstep: Class 1 contains 7940 members 
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Mstep: Class 1 contains 7773 members 
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	Iteration 108Q: 3 clusters Score -3551764 nChanged 177
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	Iteration 109Q: 3 clusters Score -3551813 nChanged 204
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	Iteration 110Q: 3 clusters Score -3551848 nChanged 220
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	Iteration 111Q: 3 clusters Score -3551897 nChanged 245
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Mstep: Class 1 contains 6943 members 
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	Iteration 112Q: 3 clusters Score -3551968 nChanged 253
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Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 20466 members 
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	Iteration 113Q: 3 clusters Score -3552029 nChanged 244
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	Iteration 115Q: 3 clusters Score -3552168 nChanged 235
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	Iteration 116Q: 3 clusters Score -3552237 nChanged 233
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Mstep: Class 1 contains 5781 members 
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	Iteration 117Q: 3 clusters Score -3552297 nChanged 242
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Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 21623 members 
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	Iteration 118Q: 3 clusters Score -3552388 nChanged 249
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	Iteration 119Q: 3 clusters Score -3552456 nChanged 236
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Mstep: Class 2 contains 22106 members 
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	Iteration 120F: 3 clusters Score -3552541 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3552612.250000 Penalty: 5064.058105
	Iteration 121Q: 3 clusters Score -3552612 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3552688.500000 Penalty: 5064.058105
	Iteration 122Q: 3 clusters Score -3552688 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3552758.500000 Penalty: 5064.058105
	Iteration 123Q: 3 clusters Score -3552758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3552824.000000 Penalty: 5064.058105
	Iteration 124Q: 3 clusters Score -3552824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3552885.250000 Penalty: 5064.058105
	Iteration 125Q: 3 clusters Score -3552885 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3552939.500000 Penalty: 5064.058105
	Iteration 126Q: 3 clusters Score -3552940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3552996.000000 Penalty: 5064.058105
	Iteration 127Q: 3 clusters Score -3552996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3553043.750000 Penalty: 5064.058105
	Iteration 128Q: 3 clusters Score -3553044 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3553057.500000 Penalty: 5064.058105
	Iteration 129Q: 3 clusters Score -3553058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3553084.000000 Penalty: 5064.058105
	Iteration 130Q: 3 clusters Score -3553084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3553117.500000 Penalty: 5064.058105
	Iteration 131Q: 3 clusters Score -3553118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3553140.500000 Penalty: 5064.058105
	Iteration 132Q: 3 clusters Score -3553140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3553178.250000 Penalty: 5064.058105
	Iteration 133Q: 3 clusters Score -3553178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3553199.500000 Penalty: 5064.058105
	Iteration 134Q: 3 clusters Score -3553200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3553233.000000 Penalty: 5064.058105
	Iteration 135Q: 3 clusters Score -3553233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3553257.250000 Penalty: 5064.058105
	Iteration 136Q: 3 clusters Score -3553257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3553277.000000 Penalty: 5064.058105
	Iteration 137Q: 3 clusters Score -3553277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3553285.750000 Penalty: 5064.058105
	Iteration 138Q: 3 clusters Score -3553286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3553288.500000 Penalty: 5064.058105
	Iteration 139Q: 3 clusters Score -3553288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3553301.000000 Penalty: 5064.058105
	Iteration 140F: 3 clusters Score -3553301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3553312.250000 Penalty: 5064.058105
	Iteration 141Q: 3 clusters Score -3553312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3553318.500000 Penalty: 5064.058105
	Iteration 142Q: 3 clusters Score -3553318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3553328.750000 Penalty: 5064.058105
	Iteration 143Q: 3 clusters Score -3553329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3553338.250000 Penalty: 5064.058105
	Iteration 144Q: 3 clusters Score -3553338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3553333.000000 Penalty: 5064.058105
	Iteration 145Q: 3 clusters Score -3553333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3553332.250000 Penalty: 5064.058105
	Iteration 146Q: 3 clusters Score -3553332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3553343.000000 Penalty: 5064.058105
	Iteration 147Q: 3 clusters Score -3553343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3553357.750000 Penalty: 5064.058105
	Iteration 148Q: 3 clusters Score -3553358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3553350.000000 Penalty: 5064.058105
	Iteration 149Q: 3 clusters Score -3553350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3553344.500000 Penalty: 5064.058105
	Iteration 150Q: 3 clusters Score -3553344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3553353.250000 Penalty: 5064.058105
	Iteration 151Q: 3 clusters Score -3553353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3553358.500000 Penalty: 5064.058105
	Iteration 152Q: 3 clusters Score -3553358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3553355.250000 Penalty: 5064.058105
	Iteration 153Q: 3 clusters Score -3553355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3553350.750000 Penalty: 5064.058105
	Iteration 154Q: 3 clusters Score -3553351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3553362.000000 Penalty: 5064.058105
	Iteration 155Q: 3 clusters Score -3553362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3553369.000000 Penalty: 5064.058105
	Iteration 156Q: 3 clusters Score -3553369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3553373.000000 Penalty: 5064.058105
	Iteration 157Q: 3 clusters Score -3553373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3553379.250000 Penalty: 5064.058105
	Iteration 158Q: 3 clusters Score -3553379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3553389.750000 Penalty: 5064.058105
	Iteration 159Q: 3 clusters Score -3553390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3553396.000000 Penalty: 5064.058105
	Iteration 160F: 3 clusters Score -3553396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3553404.000000 Penalty: 5064.058105
	Iteration 161Q: 3 clusters Score -3553404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3553396.000000 Penalty: 5064.058105
	Iteration 162Q: 3 clusters Score -3553396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3553397.000000 Penalty: 5064.058105
	Iteration 163Q: 3 clusters Score -3553397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3553400.750000 Penalty: 5064.058105
	Iteration 164Q: 3 clusters Score -3553401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3553405.000000 Penalty: 5064.058105
	Iteration 165Q: 3 clusters Score -3553405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3553405.000000 Penalty: 5064.058105
	Iteration 166Q: 3 clusters Score -3553405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3553402.750000 Penalty: 5064.058105
	Iteration 167Q: 3 clusters Score -3553403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3553400.750000 Penalty: 5064.058105
	Iteration 168Q: 3 clusters Score -3553401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3553398.750000 Penalty: 5064.058105
	Iteration 169Q: 3 clusters Score -3553399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3553398.750000 Penalty: 5064.058105
	Iteration 170F: 3 clusters Score -3553399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -50140.921875 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -50140.92 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 213 members 
Entering Unmasked Estep 
Score: -48733.296875 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -48733.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48860.144531 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -48860.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48912.003906 Penalty: 2964.270020
	Iteration 2Q: 3 clusters Score -48912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48937.183594 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -48937.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48948.511719 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -48948.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48957.039062 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -48957.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48965.304688 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -48965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48968.066406 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -48968.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48970.933594 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -48970.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48970.933594 Penalty: 2964.270020
	Iteration 9F: 3 clusters Score -48970.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -490297.125000 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -490297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -486627.312500 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -486627.3 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -487420.593750 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -487420.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -487590.000000 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -487590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -487688.875000 Penalty: 4069.246094
	Iteration 3Q: 3 clusters Score -487688.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -487760.281250 Penalty: 4069.246094
	Iteration 4Q: 3 clusters Score -487760.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -487806.187500 Penalty: 4069.246094
	Iteration 5Q: 3 clusters Score -487806.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -487831.843750 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -487831.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -487848.187500 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -487848.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -487860.937500 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -487860.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -487870.250000 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -487870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -487878.875000 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -487878.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -487885.437500 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -487885.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -487891.218750 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -487891.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -487895.906250 Penalty: 4069.246094
	Iteration 13Q: 3 clusters Score -487895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -487901.093750 Penalty: 4069.246094
	Iteration 14Q: 3 clusters Score -487901.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -487904.937500 Penalty: 4069.246094
	Iteration 15Q: 3 clusters Score -487904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -487910.187500 Penalty: 4069.246094
	Iteration 16Q: 3 clusters Score -487910.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -487913.687500 Penalty: 4069.246094
	Iteration 17Q: 3 clusters Score -487913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -487915.656250 Penalty: 4069.246094
	Iteration 18Q: 3 clusters Score -487915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -487918.281250 Penalty: 4069.246094
	Iteration 19Q: 3 clusters Score -487918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -487920.406250 Penalty: 4069.246094
	Iteration 20F: 3 clusters Score -487920.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -487924.125000 Penalty: 4069.246094
	Iteration 21Q: 3 clusters Score -487924.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -487930.187500 Penalty: 4069.246094
	Iteration 22Q: 3 clusters Score -487930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -487935.000000 Penalty: 4069.246094
	Iteration 23Q: 3 clusters Score -487935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -487936.968750 Penalty: 4069.246094
	Iteration 24Q: 3 clusters Score -487937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -487938.968750 Penalty: 4069.246094
	Iteration 25Q: 3 clusters Score -487939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -487940.406250 Penalty: 4069.246094
	Iteration 26Q: 3 clusters Score -487940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -487940.375000 Penalty: 4069.246094
	Iteration 27Q: 3 clusters Score -487940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -487941.468750 Penalty: 4069.246094
	Iteration 28Q: 3 clusters Score -487941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -487943.093750 Penalty: 4069.246094
	Iteration 29Q: 3 clusters Score -487943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -487944.187500 Penalty: 4069.246094
	Iteration 30Q: 3 clusters Score -487944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -487944.750000 Penalty: 4069.246094
	Iteration 31Q: 3 clusters Score -487944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -487946.687500 Penalty: 4069.246094
	Iteration 32Q: 3 clusters Score -487946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -487948.468750 Penalty: 4069.246094
	Iteration 33Q: 3 clusters Score -487948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -487948.906250 Penalty: 4069.246094
	Iteration 34Q: 3 clusters Score -487948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -487949.343750 Penalty: 4069.246094
	Iteration 35Q: 3 clusters Score -487949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -487950.875000 Penalty: 4069.246094
	Iteration 36Q: 3 clusters Score -487950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -487953.218750 Penalty: 4069.246094
	Iteration 37Q: 3 clusters Score -487953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -487956.218750 Penalty: 4069.246094
	Iteration 38Q: 3 clusters Score -487956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -487957.937500 Penalty: 4069.246094
	Iteration 39Q: 3 clusters Score -487957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -487960.218750 Penalty: 4069.246094
	Iteration 40F: 3 clusters Score -487960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -487962.718750 Penalty: 4069.246094
	Iteration 41Q: 3 clusters Score -487962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -487967.250000 Penalty: 4069.246094
	Iteration 42Q: 3 clusters Score -487967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -487973.031250 Penalty: 4069.246094
	Iteration 43Q: 3 clusters Score -487973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -487977.187500 Penalty: 4069.246094
	Iteration 44Q: 3 clusters Score -487977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487979.250000 Penalty: 4069.246094
	Iteration 45Q: 3 clusters Score -487979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -487980.625000 Penalty: 4069.246094
	Iteration 46Q: 3 clusters Score -487980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -487981.375000 Penalty: 4069.246094
	Iteration 47Q: 3 clusters Score -487981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -487982.156250 Penalty: 4069.246094
	Iteration 48Q: 3 clusters Score -487982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -487982.062500 Penalty: 4069.246094
	Iteration 49Q: 3 clusters Score -487982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -487986.093750 Penalty: 4069.246094
	Iteration 50Q: 3 clusters Score -487986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -487988.218750 Penalty: 4069.246094
	Iteration 51Q: 3 clusters Score -487988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -487992.718750 Penalty: 4069.246094
	Iteration 52Q: 3 clusters Score -487992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -487996.000000 Penalty: 4069.246094
	Iteration 53Q: 3 clusters Score -487996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -487999.750000 Penalty: 4069.246094
	Iteration 54Q: 3 clusters Score -487999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -488008.843750 Penalty: 4069.246094
	Iteration 55Q: 3 clusters Score -488008.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -488021.312500 Penalty: 4069.246094
	Iteration 56Q: 3 clusters Score -488021.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -488033.312500 Penalty: 4069.246094
	Iteration 57Q: 3 clusters Score -488033.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -488043.531250 Penalty: 4069.246094
	Iteration 58Q: 3 clusters Score -488043.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -488051.843750 Penalty: 4069.246094
	Iteration 59Q: 3 clusters Score -488051.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -488059.781250 Penalty: 4069.246094
	Iteration 60F: 3 clusters Score -488059.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -488068.093750 Penalty: 4069.246094
	Iteration 61Q: 3 clusters Score -488068.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -488078.781250 Penalty: 4069.246094
	Iteration 62Q: 3 clusters Score -488078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -488087.312500 Penalty: 4069.246094
	Iteration 63Q: 3 clusters Score -488087.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -488100.468750 Penalty: 4069.246094
	Iteration 64Q: 3 clusters Score -488100.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -488109.468750 Penalty: 4069.246094
	Iteration 65Q: 3 clusters Score -488109.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -488122.843750 Penalty: 4069.246094
	Iteration 66Q: 3 clusters Score -488122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -488143.125000 Penalty: 4069.246094
	Iteration 67Q: 3 clusters Score -488143.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -488160.937500 Penalty: 4069.246094
	Iteration 68Q: 3 clusters Score -488160.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -488195.531250 Penalty: 4069.246094
	Iteration 69Q: 3 clusters Score -488195.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -488244.125000 Penalty: 4069.246094
	Iteration 70Q: 3 clusters Score -488244.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -488296.781250 Penalty: 4069.246094
	Iteration 71Q: 3 clusters Score -488296.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -488344.437500 Penalty: 4069.246094
	Iteration 72Q: 3 clusters Score -488344.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -488392.437500 Penalty: 4069.246094
	Iteration 73Q: 3 clusters Score -488392.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -488440.437500 Penalty: 4069.246094
	Iteration 74Q: 3 clusters Score -488440.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -488479.062500 Penalty: 4069.246094
	Iteration 75Q: 3 clusters Score -488479.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -488514.156250 Penalty: 4069.246094
	Iteration 76Q: 3 clusters Score -488514.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -488542.625000 Penalty: 4069.246094
	Iteration 77Q: 3 clusters Score -488542.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -488560.593750 Penalty: 4069.246094
	Iteration 78Q: 3 clusters Score -488560.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -488572.750000 Penalty: 4069.246094
	Iteration 79Q: 3 clusters Score -488572.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -488580.812500 Penalty: 4069.246094
	Iteration 80F: 3 clusters Score -488580.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -488590.343750 Penalty: 4069.246094
	Iteration 81Q: 3 clusters Score -488590.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -488597.687500 Penalty: 4069.246094
	Iteration 82Q: 3 clusters Score -488597.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -488607.406250 Penalty: 4069.246094
	Iteration 83Q: 3 clusters Score -488607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -488612.843750 Penalty: 4069.246094
	Iteration 84Q: 3 clusters Score -488612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -488619.031250 Penalty: 4069.246094
	Iteration 85Q: 3 clusters Score -488619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488625.343750 Penalty: 4069.246094
	Iteration 86Q: 3 clusters Score -488625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -488627.531250 Penalty: 4069.246094
	Iteration 87Q: 3 clusters Score -488627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -488631.125000 Penalty: 4069.246094
	Iteration 88Q: 3 clusters Score -488631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -488633.875000 Penalty: 4069.246094
	Iteration 89Q: 3 clusters Score -488633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488636.593750 Penalty: 4069.246094
	Iteration 90Q: 3 clusters Score -488636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488637.468750 Penalty: 4069.246094
	Iteration 91Q: 3 clusters Score -488637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -488639.062500 Penalty: 4069.246094
	Iteration 92Q: 3 clusters Score -488639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -488640.687500 Penalty: 4069.246094
	Iteration 93Q: 3 clusters Score -488640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -488642.906250 Penalty: 4069.246094
	Iteration 94Q: 3 clusters Score -488642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -488643.500000 Penalty: 4069.246094
	Iteration 95Q: 3 clusters Score -488643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -488644.406250 Penalty: 4069.246094
	Iteration 96Q: 3 clusters Score -488644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -488644.750000 Penalty: 4069.246094
	Iteration 97Q: 3 clusters Score -488644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -488648.281250 Penalty: 4069.246094
	Iteration 98Q: 3 clusters Score -488648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -488649.093750 Penalty: 4069.246094
	Iteration 99Q: 3 clusters Score -488649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -488651.125000 Penalty: 4069.246094
	Iteration 100F: 3 clusters Score -488651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -488654.500000 Penalty: 4069.246094
	Iteration 101Q: 3 clusters Score -488654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -488657.031250 Penalty: 4069.246094
	Iteration 102Q: 3 clusters Score -488657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -488660.093750 Penalty: 4069.246094
	Iteration 103Q: 3 clusters Score -488660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488660.968750 Penalty: 4069.246094
	Iteration 104Q: 3 clusters Score -488661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -488661.531250 Penalty: 4069.246094
	Iteration 105Q: 3 clusters Score -488661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488661.468750 Penalty: 4069.246094
	Iteration 106Q: 3 clusters Score -488661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488661.468750 Penalty: 4069.246094
	Iteration 107F: 3 clusters Score -488661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180138 members 
Entering Unmasked Estep 
Score: -24389498.000000 Penalty: 3001.166748
	Iteration 0F: 2 clusters Score -2.43895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -24275042.000000 Penalty: 6002.333496
	Iteration 0F: 3 clusters Score -2.427504e+07 nChanged 86478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -24325338.000000 Penalty: 6002.333496
	Iteration 1F: 3 clusters Score -2.432534e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -24326162.000000 Penalty: 6002.333496
	Iteration 2Q: 3 clusters Score -2.432616e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -24327548.000000 Penalty: 6002.333496
	Iteration 3Q: 3 clusters Score -2.432755e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -24329178.000000 Penalty: 6002.333496
	Iteration 4Q: 3 clusters Score -2.432918e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -24332396.000000 Penalty: 6002.333496
	Iteration 5Q: 3 clusters Score -2.43324e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -24337826.000000 Penalty: 6002.333496
	Iteration 6F: 3 clusters Score -2.433783e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -24346816.000000 Penalty: 6002.333496
	Iteration 7F: 3 clusters Score -2.434682e+07 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -24359400.000000 Penalty: 6002.333496
	Iteration 8F: 3 clusters Score -2.43594e+07 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -24372880.000000 Penalty: 6002.333496
	Iteration 9F: 3 clusters Score -2.437288e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 169827 members 
Entering Unmasked Estep 
Score: -24381558.000000 Penalty: 6002.333496
	Iteration 10F: 3 clusters Score -2.438156e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -24385042.000000 Penalty: 6002.333496
	Iteration 11Q: 3 clusters Score -2.438504e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 178621 members 
Entering Unmasked Estep 
Score: -24386262.000000 Penalty: 6002.333496
	Iteration 12Q: 3 clusters Score -2.438626e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 179454 members 
Entering Unmasked Estep 
Score: -24386688.000000 Penalty: 6002.333496
	Iteration 13Q: 3 clusters Score -2.438669e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 179696 members 
Entering Unmasked Estep 
Score: -24386810.000000 Penalty: 6002.333496
	Iteration 14Q: 3 clusters Score -2.438681e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -24386884.000000 Penalty: 6002.333496
	Iteration 15Q: 3 clusters Score -2.438688e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 179807 members 
Entering Unmasked Estep 
Score: -24386902.000000 Penalty: 6002.333496
	Iteration 16Q: 3 clusters Score -2.43869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -24386934.000000 Penalty: 6002.333496
	Iteration 17Q: 3 clusters Score -2.438693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 179839 members 
Entering Unmasked Estep 
Score: -24386948.000000 Penalty: 6002.333496
	Iteration 18Q: 3 clusters Score -2.438695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179847 members 
Entering Unmasked Estep 
Score: -24386926.000000 Penalty: 6002.333496
	Iteration 19Q: 3 clusters Score -2.438693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -24386946.000000 Penalty: 6002.333496
	Iteration 20F: 3 clusters Score -2.438695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 179852 members 
Entering Unmasked Estep 
Score: -24386938.000000 Penalty: 6002.333496
	Iteration 21Q: 3 clusters Score -2.438694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 179853 members 
Entering Unmasked Estep 
Score: -24386960.000000 Penalty: 6002.333496
	Iteration 22Q: 3 clusters Score -2.438696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 179856 members 
Entering Unmasked Estep 
Score: -24386956.000000 Penalty: 6002.333496
	Iteration 23Q: 3 clusters Score -2.438696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -24386968.000000 Penalty: 6002.333496
	Iteration 24Q: 3 clusters Score -2.438697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -24386962.000000 Penalty: 6002.333496
	Iteration 25Q: 3 clusters Score -2.438696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -24386972.000000 Penalty: 6002.333496
	Iteration 26Q: 3 clusters Score -2.438697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -24386976.000000 Penalty: 6002.333496
	Iteration 27Q: 3 clusters Score -2.438698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179861 members 
Entering Unmasked Estep 
Score: -24386982.000000 Penalty: 6002.333496
	Iteration 28Q: 3 clusters Score -2.438698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179862 members 
Entering Unmasked Estep 
Score: -24386988.000000 Penalty: 6002.333496
	Iteration 29Q: 3 clusters Score -2.438699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 179863 members 
Entering Unmasked Estep 
Score: -24386982.000000 Penalty: 6002.333496
	Iteration 30Q: 3 clusters Score -2.438698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 179863 members 
Entering Unmasked Estep 
Score: -24386978.000000 Penalty: 6002.333496
	Iteration 31Q: 3 clusters Score -2.438698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 179866 members 
Entering Unmasked Estep 
Score: -24386966.000000 Penalty: 6002.333496
	Iteration 32Q: 3 clusters Score -2.438697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 179866 members 
Entering Unmasked Estep 
Score: -24386966.000000 Penalty: 6002.333496
	Iteration 33Q: 3 clusters Score -2.438697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 179866 members 
Entering Unmasked Estep 
Score: -24386966.000000 Penalty: 6002.333496
	Iteration 34F: 3 clusters Score -2.438697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205137 members 
Entering Unmasked Estep 
Score: -27670034.000000 Penalty: 3033.395264
	Iteration 0F: 2 clusters Score -2.767003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -27541856.000000 Penalty: 6066.790527
	Iteration 0F: 3 clusters Score -2.754186e+07 nChanged 98771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -27599776.000000 Penalty: 6066.790527
	Iteration 1F: 3 clusters Score -2.759978e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -27601248.000000 Penalty: 6066.790527
	Iteration 2Q: 3 clusters Score -2.760125e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 116508 members 
Entering Unmasked Estep 
Score: -27603480.000000 Penalty: 6066.790527
	Iteration 3Q: 3 clusters Score -2.760348e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 124284 members 
Entering Unmasked Estep 
Score: -27607838.000000 Penalty: 6066.790527
	Iteration 4Q: 3 clusters Score -2.760784e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -27615630.000000 Penalty: 6066.790527
	Iteration 5F: 3 clusters Score -2.761563e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
Score: -27627942.000000 Penalty: 6066.790527
	Iteration 6F: 3 clusters Score -2.762794e+07 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -27642554.000000 Penalty: 6066.790527
	Iteration 7F: 3 clusters Score -2.764255e+07 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 177513 members 
Entering Unmasked Estep 
Score: -27654984.000000 Penalty: 6066.790527
	Iteration 8F: 3 clusters Score -2.765498e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 186371 members 
Entering Unmasked Estep 
Score: -27662146.000000 Penalty: 6066.790527
	Iteration 9Q: 3 clusters Score -2.766215e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 192351 members 
Entering Unmasked Estep 
Score: -27665812.000000 Penalty: 6066.790527
	Iteration 10Q: 3 clusters Score -2.766581e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 196410 members 
Entering Unmasked Estep 
Score: -27667424.000000 Penalty: 6066.790527
	Iteration 11Q: 3 clusters Score -2.766742e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 199221 members 
Entering Unmasked Estep 
Score: -27667938.000000 Penalty: 6066.790527
	Iteration 12Q: 3 clusters Score -2.766794e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 201103 members 
Entering Unmasked Estep 
Score: -27668192.000000 Penalty: 6066.790527
	Iteration 13Q: 3 clusters Score -2.766819e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 202374 members 
Entering Unmasked Estep 
Score: -27668042.000000 Penalty: 6066.790527
	Iteration 14Q: 3 clusters Score -2.766804e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 203196 members 
Entering Unmasked Estep 
Score: -27668004.000000 Penalty: 6066.790527
	Iteration 15Q: 3 clusters Score -2.7668e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 203741 members 
Entering Unmasked Estep 
Score: -27667890.000000 Penalty: 6066.790527
	Iteration 16Q: 3 clusters Score -2.766789e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 204077 members 
Entering Unmasked Estep 
Score: -27667822.000000 Penalty: 6066.790527
	Iteration 17Q: 3 clusters Score -2.766782e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 204273 members 
Entering Unmasked Estep 
Score: -27667756.000000 Penalty: 6066.790527
	Iteration 18Q: 3 clusters Score -2.766776e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 204401 members 
Entering Unmasked Estep 
Score: -27667728.000000 Penalty: 6066.790527
	Iteration 19Q: 3 clusters Score -2.766773e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 204473 members 
Entering Unmasked Estep 
Score: -27667750.000000 Penalty: 6066.790527
	Iteration 20F: 3 clusters Score -2.766775e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 204527 members 
Entering Unmasked Estep 
Score: -27667744.000000 Penalty: 6066.790527
	Iteration 21Q: 3 clusters Score -2.766774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 204567 members 
Entering Unmasked Estep 
Score: -27667702.000000 Penalty: 6066.790527
	Iteration 22Q: 3 clusters Score -2.76677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 204594 members 
Entering Unmasked Estep 
Score: -27667684.000000 Penalty: 6066.790527
	Iteration 23Q: 3 clusters Score -2.766768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 204619 members 
Entering Unmasked Estep 
Score: -27667704.000000 Penalty: 6066.790527
	Iteration 24Q: 3 clusters Score -2.76677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 204638 members 
Entering Unmasked Estep 
Score: -27667676.000000 Penalty: 6066.790527
	Iteration 25Q: 3 clusters Score -2.766768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 204654 members 
Entering Unmasked Estep 
Score: -27667676.000000 Penalty: 6066.790527
	Iteration 26Q: 3 clusters Score -2.766768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 204667 members 
Entering Unmasked Estep 
Score: -27667676.000000 Penalty: 6066.790527
	Iteration 27Q: 3 clusters Score -2.766768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 204679 members 
Entering Unmasked Estep 
Score: -27667688.000000 Penalty: 6066.790527
	Iteration 28Q: 3 clusters Score -2.766769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 204693 members 
Entering Unmasked Estep 
Score: -27667702.000000 Penalty: 6066.790527
	Iteration 29Q: 3 clusters Score -2.76677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 204698 members 
Entering Unmasked Estep 
Score: -27667698.000000 Penalty: 6066.790527
	Iteration 30Q: 3 clusters Score -2.76677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 204700 members 
Entering Unmasked Estep 
Score: -27667700.000000 Penalty: 6066.790527
	Iteration 31Q: 3 clusters Score -2.76677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 204701 members 
Entering Unmasked Estep 
Score: -27667696.000000 Penalty: 6066.790527
	Iteration 32Q: 3 clusters Score -2.76677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 204703 members 
Entering Unmasked Estep 
Score: -27667696.000000 Penalty: 6066.790527
	Iteration 33Q: 3 clusters Score -2.76677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 204704 members 
Entering Unmasked Estep 
Score: -27667702.000000 Penalty: 6066.790527
	Iteration 34Q: 3 clusters Score -2.76677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 204704 members 
Entering Unmasked Estep 
Score: -27667710.000000 Penalty: 6066.790527
	Iteration 35Q: 3 clusters Score -2.766771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 204706 members 
Entering Unmasked Estep 
Score: -27667696.000000 Penalty: 6066.790527
	Iteration 36Q: 3 clusters Score -2.76677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 204706 members 
Entering Unmasked Estep 
Score: -27667696.000000 Penalty: 6066.790527
	Iteration 37F: 3 clusters Score -2.76677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Entering Unmasked Estep 
Score: -9866140.000000 Penalty: 2774.585938
	Iteration 0F: 2 clusters Score -9866140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -9817696.000000 Penalty: 5549.171875
	Iteration 0F: 3 clusters Score -9817696 nChanged 33900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9836757.000000 Penalty: 5549.171875
	Iteration 1F: 3 clusters Score -9836757 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -9837540.000000 Penalty: 5549.171875
	Iteration 2Q: 3 clusters Score -9837540 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -9838675.000000 Penalty: 5549.171875
	Iteration 3Q: 3 clusters Score -9838675 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -9840650.000000 Penalty: 5549.171875
	Iteration 4F: 3 clusters Score -9840650 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -9843706.000000 Penalty: 5549.171875
	Iteration 5F: 3 clusters Score -9843706 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -9848120.000000 Penalty: 5549.171875
	Iteration 6F: 3 clusters Score -9848120 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -9853257.000000 Penalty: 5549.171875
	Iteration 7F: 3 clusters Score -9853257 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -9857680.000000 Penalty: 5549.171875
	Iteration 8F: 3 clusters Score -9857680 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -9860330.000000 Penalty: 5549.171875
	Iteration 9Q: 3 clusters Score -9860330 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -9861527.000000 Penalty: 5549.171875
	Iteration 10Q: 3 clusters Score -9861527 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -9862118.000000 Penalty: 5549.171875
	Iteration 11Q: 3 clusters Score -9862118 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -9862471.000000 Penalty: 5549.171875
	Iteration 12Q: 3 clusters Score -9862471 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -9862815.000000 Penalty: 5549.171875
	Iteration 13Q: 3 clusters Score -9862815 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -9862963.000000 Penalty: 5549.171875
	Iteration 14Q: 3 clusters Score -9862963 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -9863128.000000 Penalty: 5549.171875
	Iteration 15Q: 3 clusters Score -9863128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -9863299.000000 Penalty: 5549.171875
	Iteration 16Q: 3 clusters Score -9863299 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -9863393.000000 Penalty: 5549.171875
	Iteration 17Q: 3 clusters Score -9863393 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -9863461.000000 Penalty: 5549.171875
	Iteration 18Q: 3 clusters Score -9863461 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -9863538.000000 Penalty: 5549.171875
	Iteration 19Q: 3 clusters Score -9863538 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -9863622.000000 Penalty: 5549.171875
	Iteration 20F: 3 clusters Score -9863622 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -9863696.000000 Penalty: 5549.171875
	Iteration 21Q: 3 clusters Score -9863696 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -9863761.000000 Penalty: 5549.171875
	Iteration 22Q: 3 clusters Score -9863761 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -9863814.000000 Penalty: 5549.171875
	Iteration 23Q: 3 clusters Score -9863814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -9863846.000000 Penalty: 5549.171875
	Iteration 24Q: 3 clusters Score -9863846 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -9863875.000000 Penalty: 5549.171875
	Iteration 25Q: 3 clusters Score -9863875 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -9863889.000000 Penalty: 5549.171875
	Iteration 26Q: 3 clusters Score -9863889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -9863906.000000 Penalty: 5549.171875
	Iteration 27Q: 3 clusters Score -9863906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -9863929.000000 Penalty: 5549.171875
	Iteration 28Q: 3 clusters Score -9863929 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -9863923.000000 Penalty: 5549.171875
	Iteration 29Q: 3 clusters Score -9863923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -9863960.000000 Penalty: 5549.171875
	Iteration 30Q: 3 clusters Score -9863960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -9863980.000000 Penalty: 5549.171875
	Iteration 31Q: 3 clusters Score -9863980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -9864002.000000 Penalty: 5549.171875
	Iteration 32Q: 3 clusters Score -9864002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -9864008.000000 Penalty: 5549.171875
	Iteration 33Q: 3 clusters Score -9864008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -9864015.000000 Penalty: 5549.171875
	Iteration 34Q: 3 clusters Score -9864015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -9864023.000000 Penalty: 5549.171875
	Iteration 35Q: 3 clusters Score -9864023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -9864019.000000 Penalty: 5549.171875
	Iteration 36Q: 3 clusters Score -9864019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -9864022.000000 Penalty: 5549.171875
	Iteration 37Q: 3 clusters Score -9864022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -9864050.000000 Penalty: 5549.171875
	Iteration 38Q: 3 clusters Score -9864050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -9864055.000000 Penalty: 5549.171875
	Iteration 39Q: 3 clusters Score -9864055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -9864061.000000 Penalty: 5549.171875
	Iteration 40F: 3 clusters Score -9864061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -9864070.000000 Penalty: 5549.171875
	Iteration 41Q: 3 clusters Score -9864070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -9864055.000000 Penalty: 5549.171875
	Iteration 42Q: 3 clusters Score -9864055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -9864067.000000 Penalty: 5549.171875
	Iteration 43Q: 3 clusters Score -9864067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -9864061.000000 Penalty: 5549.171875
	Iteration 44Q: 3 clusters Score -9864061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -9864073.000000 Penalty: 5549.171875
	Iteration 45Q: 3 clusters Score -9864073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -9864063.000000 Penalty: 5549.171875
	Iteration 46Q: 3 clusters Score -9864063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -9864075.000000 Penalty: 5549.171875
	Iteration 47Q: 3 clusters Score -9864075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -9864079.000000 Penalty: 5549.171875
	Iteration 48Q: 3 clusters Score -9864079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -9864089.000000 Penalty: 5549.171875
	Iteration 49Q: 3 clusters Score -9864089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -9864103.000000 Penalty: 5549.171875
	Iteration 50Q: 3 clusters Score -9864103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -9864093.000000 Penalty: 5549.171875
	Iteration 51Q: 3 clusters Score -9864093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9864103.000000 Penalty: 5549.171875
	Iteration 52Q: 3 clusters Score -9864103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -9864113.000000 Penalty: 5549.171875
	Iteration 53Q: 3 clusters Score -9864113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -9864135.000000 Penalty: 5549.171875
	Iteration 54Q: 3 clusters Score -9864135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -9864121.000000 Penalty: 5549.171875
	Iteration 55Q: 3 clusters Score -9864121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -9864117.000000 Penalty: 5549.171875
	Iteration 56Q: 3 clusters Score -9864117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -9864133.000000 Penalty: 5549.171875
	Iteration 57Q: 3 clusters Score -9864133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -9864144.000000 Penalty: 5549.171875
	Iteration 58Q: 3 clusters Score -9864144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -9864161.000000 Penalty: 5549.171875
	Iteration 59Q: 3 clusters Score -9864161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9864178.000000 Penalty: 5549.171875
	Iteration 60F: 3 clusters Score -9864178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -9864186.000000 Penalty: 5549.171875
	Iteration 61Q: 3 clusters Score -9864186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9864204.000000 Penalty: 5549.171875
	Iteration 62Q: 3 clusters Score -9864204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -9864203.000000 Penalty: 5549.171875
	Iteration 63Q: 3 clusters Score -9864203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -9864212.000000 Penalty: 5549.171875
	Iteration 64Q: 3 clusters Score -9864212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -9864216.000000 Penalty: 5549.171875
	Iteration 65Q: 3 clusters Score -9864216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -9864211.000000 Penalty: 5549.171875
	Iteration 66Q: 3 clusters Score -9864211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -9864207.000000 Penalty: 5549.171875
	Iteration 67Q: 3 clusters Score -9864207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -9864210.000000 Penalty: 5549.171875
	Iteration 68Q: 3 clusters Score -9864210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -9864203.000000 Penalty: 5549.171875
	Iteration 69Q: 3 clusters Score -9864203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -9864192.000000 Penalty: 5549.171875
	Iteration 70Q: 3 clusters Score -9864192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -9864190.000000 Penalty: 5549.171875
	Iteration 71Q: 3 clusters Score -9864190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -9864184.000000 Penalty: 5549.171875
	Iteration 72Q: 3 clusters Score -9864184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -9864191.000000 Penalty: 5549.171875
	Iteration 73Q: 3 clusters Score -9864191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -9864191.000000 Penalty: 5549.171875
	Iteration 74F: 3 clusters Score -9864191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Entering Unmasked Estep 
Score: -1716094.250000 Penalty: 2354.010986
	Iteration 0F: 2 clusters Score -1716094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1706375.250000 Penalty: 4708.021973
	Iteration 0F: 3 clusters Score -1706375 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1709595.125000 Penalty: 4708.021973
	Iteration 1F: 3 clusters Score -1709595 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1710327.625000 Penalty: 4708.021973
	Iteration 2F: 3 clusters Score -1710328 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1711080.125000 Penalty: 4708.021973
	Iteration 3F: 3 clusters Score -1711080 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1711744.750000 Penalty: 4708.021973
	Iteration 4F: 3 clusters Score -1711745 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1712335.875000 Penalty: 4708.021973
	Iteration 5F: 3 clusters Score -1712336 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1712824.500000 Penalty: 4708.021973
	Iteration 6F: 3 clusters Score -1712824 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1713259.250000 Penalty: 4708.021973
	Iteration 7Q: 3 clusters Score -1713259 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1713645.125000 Penalty: 4708.021973
	Iteration 8Q: 3 clusters Score -1713645 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1713988.125000 Penalty: 4708.021973
	Iteration 9Q: 3 clusters Score -1713988 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1714276.250000 Penalty: 4708.021973
	Iteration 10Q: 3 clusters Score -1714276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1714539.125000 Penalty: 4708.021973
	Iteration 11Q: 3 clusters Score -1714539 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1714697.000000 Penalty: 4708.021973
	Iteration 12Q: 3 clusters Score -1714697 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1714776.375000 Penalty: 4708.021973
	Iteration 13Q: 3 clusters Score -1714776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1714815.750000 Penalty: 4708.021973
	Iteration 14Q: 3 clusters Score -1714816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1714841.125000 Penalty: 4708.021973
	Iteration 15Q: 3 clusters Score -1714841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1714856.375000 Penalty: 4708.021973
	Iteration 16Q: 3 clusters Score -1714856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1714858.750000 Penalty: 4708.021973
	Iteration 17Q: 3 clusters Score -1714859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1714861.125000 Penalty: 4708.021973
	Iteration 18Q: 3 clusters Score -1714861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1714863.875000 Penalty: 4708.021973
	Iteration 19Q: 3 clusters Score -1714864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1714865.500000 Penalty: 4708.021973
	Iteration 20F: 3 clusters Score -1714866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1714865.750000 Penalty: 4708.021973
	Iteration 21Q: 3 clusters Score -1714866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1714871.875000 Penalty: 4708.021973
	Iteration 22Q: 3 clusters Score -1714872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1714877.250000 Penalty: 4708.021973
	Iteration 23Q: 3 clusters Score -1714877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1714876.750000 Penalty: 4708.021973
	Iteration 24Q: 3 clusters Score -1714877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1714879.375000 Penalty: 4708.021973
	Iteration 25Q: 3 clusters Score -1714879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1714884.375000 Penalty: 4708.021973
	Iteration 26Q: 3 clusters Score -1714884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1714884.125000 Penalty: 4708.021973
	Iteration 27Q: 3 clusters Score -1714884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1714893.250000 Penalty: 4708.021973
	Iteration 28Q: 3 clusters Score -1714893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1714892.000000 Penalty: 4708.021973
	Iteration 29Q: 3 clusters Score -1714892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1714896.500000 Penalty: 4708.021973
	Iteration 30Q: 3 clusters Score -1714896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1714895.750000 Penalty: 4708.021973
	Iteration 31Q: 3 clusters Score -1714896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1714899.375000 Penalty: 4708.021973
	Iteration 32Q: 3 clusters Score -1714899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1714901.500000 Penalty: 4708.021973
	Iteration 33Q: 3 clusters Score -1714902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1714901.125000 Penalty: 4708.021973
	Iteration 34Q: 3 clusters Score -1714901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1714900.125000 Penalty: 4708.021973
	Iteration 35Q: 3 clusters Score -1714900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1714900.125000 Penalty: 4708.021973
	Iteration 36F: 3 clusters Score -1714900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102266.367188 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -102266.4 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 425 members 
Entering Unmasked Estep 
Score: -100502.585938 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -100502.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100964.515625 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100964.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101245.617188 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -101245.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101492.070312 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -101492.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101654.593750 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -101654.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101875.726562 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -101875.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102354.656250 Penalty: 3352.590576
	Iteration 6F: 3 clusters Score -102354.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102632.656250 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -102632.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102722.335938 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -102722.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102793.968750 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -102794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102908.039062 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -102908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102992.500000 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -102992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103007.375000 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -103007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103011.898438 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -103011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103016.281250 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -103016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103026.593750 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -103026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103051.476562 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -103051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103056.929688 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -103056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103056.929688 Penalty: 3352.590576
	Iteration 18F: 3 clusters Score -103056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205137 members 
Mstep: Class 6 contains 72247 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183417 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 370 members 
Entering Unmasked Estep 
Score: -126426280.000000 Penalty: 95627.414062
Splitting cluster 8 changes total score from -126427328.000000 to -126426280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -252703.109375 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -252703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -250063.906250 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -250063.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250588.265625 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -250588.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250743.859375 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -250743.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250854.140625 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -250854.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250944.406250 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -250944.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -251051.265625 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -251051.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -251164.687500 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -251164.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251309.812500 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -251309.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -251613.109375 Penalty: 3776.454102
	Iteration 8F: 3 clusters Score -251613.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -251986.781250 Penalty: 3776.454102
	Iteration 9F: 3 clusters Score -251986.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -252217.937500 Penalty: 3776.454102
	Iteration 10F: 3 clusters Score -252217.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -252334.593750 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -252334.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -252380.343750 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -252380.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -252396.281250 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -252396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -252397.625000 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -252397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -252398.812500 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -252398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -252399.546875 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -252399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -252400.093750 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -252400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -252401.093750 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -252401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -252401.781250 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -252401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -252401.781250 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -252401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Entering Unmasked Estep 
Score: -8924564.000000 Penalty: 2758.702637
	Iteration 0F: 2 clusters Score -8924564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -8879444.000000 Penalty: 5517.405273
	Iteration 0F: 3 clusters Score -8879444 nChanged 31690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -8897341.000000 Penalty: 5517.405273
	Iteration 1F: 3 clusters Score -8897341 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -8898149.000000 Penalty: 5517.405273
	Iteration 2Q: 3 clusters Score -8898149 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -8899181.000000 Penalty: 5517.405273
	Iteration 3Q: 3 clusters Score -8899181 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -8900601.000000 Penalty: 5517.405273
	Iteration 4Q: 3 clusters Score -8900601 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8902670.000000 Penalty: 5517.405273
	Iteration 5F: 3 clusters Score -8902670 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -8905654.000000 Penalty: 5517.405273
	Iteration 6F: 3 clusters Score -8905654 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -8909426.000000 Penalty: 5517.405273
	Iteration 7F: 3 clusters Score -8909426 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -8913370.000000 Penalty: 5517.405273
	Iteration 8F: 3 clusters Score -8913370 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -8916531.000000 Penalty: 5517.405273
	Iteration 9F: 3 clusters Score -8916531 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -8918687.000000 Penalty: 5517.405273
	Iteration 10Q: 3 clusters Score -8918687 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -8919861.000000 Penalty: 5517.405273
	Iteration 11Q: 3 clusters Score -8919861 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -8920603.000000 Penalty: 5517.405273
	Iteration 12Q: 3 clusters Score -8920603 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -8921082.000000 Penalty: 5517.405273
	Iteration 13Q: 3 clusters Score -8921082 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -8921436.000000 Penalty: 5517.405273
	Iteration 14Q: 3 clusters Score -8921436 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -8921628.000000 Penalty: 5517.405273
	Iteration 15Q: 3 clusters Score -8921628 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -8921790.000000 Penalty: 5517.405273
	Iteration 16Q: 3 clusters Score -8921790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -8921883.000000 Penalty: 5517.405273
	Iteration 17Q: 3 clusters Score -8921883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -8921961.000000 Penalty: 5517.405273
	Iteration 18Q: 3 clusters Score -8921961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -8921982.000000 Penalty: 5517.405273
	Iteration 19Q: 3 clusters Score -8921982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -8922006.000000 Penalty: 5517.405273
	Iteration 20F: 3 clusters Score -8922006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -8922041.000000 Penalty: 5517.405273
	Iteration 21Q: 3 clusters Score -8922041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -8922061.000000 Penalty: 5517.405273
	Iteration 22Q: 3 clusters Score -8922061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8922071.000000 Penalty: 5517.405273
	Iteration 23Q: 3 clusters Score -8922071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -8922082.000000 Penalty: 5517.405273
	Iteration 24Q: 3 clusters Score -8922082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -8922081.000000 Penalty: 5517.405273
	Iteration 25Q: 3 clusters Score -8922081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -8922091.000000 Penalty: 5517.405273
	Iteration 26Q: 3 clusters Score -8922091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -8922098.000000 Penalty: 5517.405273
	Iteration 27Q: 3 clusters Score -8922098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -8922105.000000 Penalty: 5517.405273
	Iteration 28Q: 3 clusters Score -8922105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -8922102.000000 Penalty: 5517.405273
	Iteration 29Q: 3 clusters Score -8922102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -8922105.000000 Penalty: 5517.405273
	Iteration 30Q: 3 clusters Score -8922105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -8922114.000000 Penalty: 5517.405273
	Iteration 31Q: 3 clusters Score -8922114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -8922106.000000 Penalty: 5517.405273
	Iteration 32Q: 3 clusters Score -8922106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -8922111.000000 Penalty: 5517.405273
	Iteration 33Q: 3 clusters Score -8922111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8922112.000000 Penalty: 5517.405273
	Iteration 34Q: 3 clusters Score -8922112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -8922109.000000 Penalty: 5517.405273
	Iteration 35Q: 3 clusters Score -8922109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -8922109.000000 Penalty: 5517.405273
	Iteration 36Q: 3 clusters Score -8922109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -8922111.000000 Penalty: 5517.405273
	Iteration 37Q: 3 clusters Score -8922111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -8922109.000000 Penalty: 5517.405273
	Iteration 38Q: 3 clusters Score -8922109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -8922111.000000 Penalty: 5517.405273
	Iteration 39Q: 3 clusters Score -8922111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -8922113.000000 Penalty: 5517.405273
	Iteration 40F: 3 clusters Score -8922113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Entering Unmasked Estep 
Score: -6425112.500000 Penalty: 2668.934082
	Iteration 0F: 2 clusters Score -6425112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -6393255.500000 Penalty: 5337.868164
	Iteration 0F: 3 clusters Score -6393256 nChanged 21795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -6405290.500000 Penalty: 5337.868164
	Iteration 1F: 3 clusters Score -6405290 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6405963.000000 Penalty: 5337.868164
	Iteration 2Q: 3 clusters Score -6405963 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6406674.500000 Penalty: 5337.868164
	Iteration 3Q: 3 clusters Score -6406674 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6407726.000000 Penalty: 5337.868164
	Iteration 4Q: 3 clusters Score -6407726 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -6409014.500000 Penalty: 5337.868164
	Iteration 5F: 3 clusters Score -6409014 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6411002.500000 Penalty: 5337.868164
	Iteration 6F: 3 clusters Score -6411002 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -6413691.500000 Penalty: 5337.868164
	Iteration 7F: 3 clusters Score -6413692 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -6416759.000000 Penalty: 5337.868164
	Iteration 8F: 3 clusters Score -6416759 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -6419451.500000 Penalty: 5337.868164
	Iteration 9F: 3 clusters Score -6419452 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -6421056.000000 Penalty: 5337.868164
	Iteration 10Q: 3 clusters Score -6421056 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -6421895.500000 Penalty: 5337.868164
	Iteration 11Q: 3 clusters Score -6421896 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6422321.000000 Penalty: 5337.868164
	Iteration 12Q: 3 clusters Score -6422321 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6422513.000000 Penalty: 5337.868164
	Iteration 13Q: 3 clusters Score -6422513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6422637.000000 Penalty: 5337.868164
	Iteration 14Q: 3 clusters Score -6422637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6422698.000000 Penalty: 5337.868164
	Iteration 15Q: 3 clusters Score -6422698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -6422735.000000 Penalty: 5337.868164
	Iteration 16Q: 3 clusters Score -6422735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -6422769.000000 Penalty: 5337.868164
	Iteration 17Q: 3 clusters Score -6422769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6422780.000000 Penalty: 5337.868164
	Iteration 18Q: 3 clusters Score -6422780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6422790.000000 Penalty: 5337.868164
	Iteration 19Q: 3 clusters Score -6422790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6422784.500000 Penalty: 5337.868164
	Iteration 20F: 3 clusters Score -6422784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6422796.500000 Penalty: 5337.868164
	Iteration 21Q: 3 clusters Score -6422796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6422795.000000 Penalty: 5337.868164
	Iteration 22Q: 3 clusters Score -6422795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6422810.000000 Penalty: 5337.868164
	Iteration 23Q: 3 clusters Score -6422810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -6422812.500000 Penalty: 5337.868164
	Iteration 24Q: 3 clusters Score -6422812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6422817.000000 Penalty: 5337.868164
	Iteration 25Q: 3 clusters Score -6422817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6422817.000000 Penalty: 5337.868164
	Iteration 26F: 3 clusters Score -6422817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Entering Unmasked Estep 
Score: -3439876.500000 Penalty: 2512.522949
	Iteration 0F: 2 clusters Score -3439876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3422628.000000 Penalty: 5025.045898
	Iteration 0F: 3 clusters Score -3422628 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3428676.250000 Penalty: 5025.045898
	Iteration 1F: 3 clusters Score -3428676 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3429110.500000 Penalty: 5025.045898
	Iteration 2Q: 3 clusters Score -3429110 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3429497.000000 Penalty: 5025.045898
	Iteration 3Q: 3 clusters Score -3429497 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3429925.500000 Penalty: 5025.045898
	Iteration 4Q: 3 clusters Score -3429926 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3430451.000000 Penalty: 5025.045898
	Iteration 5Q: 3 clusters Score -3430451 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3431105.750000 Penalty: 5025.045898
	Iteration 6F: 3 clusters Score -3431106 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3431952.250000 Penalty: 5025.045898
	Iteration 7F: 3 clusters Score -3431952 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3432975.750000 Penalty: 5025.045898
	Iteration 8F: 3 clusters Score -3432976 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3434082.250000 Penalty: 5025.045898
	Iteration 9F: 3 clusters Score -3434082 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3435157.250000 Penalty: 5025.045898
	Iteration 10F: 3 clusters Score -3435157 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3436076.750000 Penalty: 5025.045898
	Iteration 11Q: 3 clusters Score -3436077 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3436732.250000 Penalty: 5025.045898
	Iteration 12Q: 3 clusters Score -3436732 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3437103.250000 Penalty: 5025.045898
	Iteration 13Q: 3 clusters Score -3437103 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3437295.750000 Penalty: 5025.045898
	Iteration 14Q: 3 clusters Score -3437296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3437426.000000 Penalty: 5025.045898
	Iteration 15Q: 3 clusters Score -3437426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3437506.000000 Penalty: 5025.045898
	Iteration 16Q: 3 clusters Score -3437506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3437571.500000 Penalty: 5025.045898
	Iteration 17Q: 3 clusters Score -3437572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3437617.500000 Penalty: 5025.045898
	Iteration 18Q: 3 clusters Score -3437618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3437650.500000 Penalty: 5025.045898
	Iteration 19Q: 3 clusters Score -3437650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3437675.000000 Penalty: 5025.045898
	Iteration 20F: 3 clusters Score -3437675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3437698.000000 Penalty: 5025.045898
	Iteration 21Q: 3 clusters Score -3437698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3437727.250000 Penalty: 5025.045898
	Iteration 22Q: 3 clusters Score -3437727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3437738.500000 Penalty: 5025.045898
	Iteration 23Q: 3 clusters Score -3437738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3437741.250000 Penalty: 5025.045898
	Iteration 24Q: 3 clusters Score -3437741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3437749.750000 Penalty: 5025.045898
	Iteration 25Q: 3 clusters Score -3437750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3437756.000000 Penalty: 5025.045898
	Iteration 26Q: 3 clusters Score -3437756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3437761.500000 Penalty: 5025.045898
	Iteration 27Q: 3 clusters Score -3437762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3437776.250000 Penalty: 5025.045898
	Iteration 28Q: 3 clusters Score -3437776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3437785.000000 Penalty: 5025.045898
	Iteration 29Q: 3 clusters Score -3437785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3437784.250000 Penalty: 5025.045898
	Iteration 30Q: 3 clusters Score -3437784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3437784.000000 Penalty: 5025.045898
	Iteration 31Q: 3 clusters Score -3437784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3437788.250000 Penalty: 5025.045898
	Iteration 32Q: 3 clusters Score -3437788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3437788.750000 Penalty: 5025.045898
	Iteration 33Q: 3 clusters Score -3437789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3437788.750000 Penalty: 5025.045898
	Iteration 34F: 3 clusters Score -3437789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Entering Unmasked Estep 
Score: -1279358.250000 Penalty: 2285.845215
	Iteration 0F: 2 clusters Score -1279358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1271663.125000 Penalty: 4571.690430
	Iteration 0F: 3 clusters Score -1271663 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1273978.125000 Penalty: 4571.690430
	Iteration 1F: 3 clusters Score -1273978 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1274313.250000 Penalty: 4571.690430
	Iteration 2F: 3 clusters Score -1274313 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1274575.750000 Penalty: 4571.690430
	Iteration 3F: 3 clusters Score -1274576 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1274793.375000 Penalty: 4571.690430
	Iteration 4Q: 3 clusters Score -1274793 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1274962.250000 Penalty: 4571.690430
	Iteration 5Q: 3 clusters Score -1274962 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1275092.125000 Penalty: 4571.690430
	Iteration 6Q: 3 clusters Score -1275092 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1275205.375000 Penalty: 4571.690430
	Iteration 7Q: 3 clusters Score -1275205 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1275323.250000 Penalty: 4571.690430
	Iteration 8Q: 3 clusters Score -1275323 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1275454.625000 Penalty: 4571.690430
	Iteration 9Q: 3 clusters Score -1275455 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1275574.875000 Penalty: 4571.690430
	Iteration 10Q: 3 clusters Score -1275575 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1275671.375000 Penalty: 4571.690430
	Iteration 11Q: 3 clusters Score -1275671 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1275756.500000 Penalty: 4571.690430
	Iteration 12Q: 3 clusters Score -1275756 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1275846.625000 Penalty: 4571.690430
	Iteration 13Q: 3 clusters Score -1275847 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1275930.375000 Penalty: 4571.690430
	Iteration 14Q: 3 clusters Score -1275930 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1276006.000000 Penalty: 4571.690430
	Iteration 15Q: 3 clusters Score -1276006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1276074.750000 Penalty: 4571.690430
	Iteration 16Q: 3 clusters Score -1276075 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1276140.500000 Penalty: 4571.690430
	Iteration 17Q: 3 clusters Score -1276140 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1276207.375000 Penalty: 4571.690430
	Iteration 18Q: 3 clusters Score -1276207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1276252.750000 Penalty: 4571.690430
	Iteration 19Q: 3 clusters Score -1276253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1276286.250000 Penalty: 4571.690430
	Iteration 20F: 3 clusters Score -1276286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1276312.125000 Penalty: 4571.690430
	Iteration 21Q: 3 clusters Score -1276312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1276334.250000 Penalty: 4571.690430
	Iteration 22Q: 3 clusters Score -1276334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1276360.250000 Penalty: 4571.690430
	Iteration 23Q: 3 clusters Score -1276360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1276383.625000 Penalty: 4571.690430
	Iteration 24Q: 3 clusters Score -1276384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1276403.250000 Penalty: 4571.690430
	Iteration 25Q: 3 clusters Score -1276403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1276420.125000 Penalty: 4571.690430
	Iteration 26Q: 3 clusters Score -1276420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1276433.625000 Penalty: 4571.690430
	Iteration 27Q: 3 clusters Score -1276434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1276440.500000 Penalty: 4571.690430
	Iteration 28Q: 3 clusters Score -1276440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1276446.125000 Penalty: 4571.690430
	Iteration 29Q: 3 clusters Score -1276446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1276459.625000 Penalty: 4571.690430
	Iteration 30Q: 3 clusters Score -1276460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1276473.625000 Penalty: 4571.690430
	Iteration 31Q: 3 clusters Score -1276474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1276486.375000 Penalty: 4571.690430
	Iteration 32Q: 3 clusters Score -1276486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1276497.250000 Penalty: 4571.690430
	Iteration 33Q: 3 clusters Score -1276497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1276507.250000 Penalty: 4571.690430
	Iteration 34Q: 3 clusters Score -1276507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1276514.375000 Penalty: 4571.690430
	Iteration 35Q: 3 clusters Score -1276514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1276522.250000 Penalty: 4571.690430
	Iteration 36Q: 3 clusters Score -1276522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1276528.625000 Penalty: 4571.690430
	Iteration 37Q: 3 clusters Score -1276529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1276535.125000 Penalty: 4571.690430
	Iteration 38Q: 3 clusters Score -1276535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1276542.625000 Penalty: 4571.690430
	Iteration 39Q: 3 clusters Score -1276543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1276545.625000 Penalty: 4571.690430
	Iteration 40F: 3 clusters Score -1276546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1276550.250000 Penalty: 4571.690430
	Iteration 41Q: 3 clusters Score -1276550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1276555.750000 Penalty: 4571.690430
	Iteration 42Q: 3 clusters Score -1276556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1276560.750000 Penalty: 4571.690430
	Iteration 43Q: 3 clusters Score -1276561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1276564.375000 Penalty: 4571.690430
	Iteration 44Q: 3 clusters Score -1276564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1276565.375000 Penalty: 4571.690430
	Iteration 45Q: 3 clusters Score -1276565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1276567.500000 Penalty: 4571.690430
	Iteration 46Q: 3 clusters Score -1276568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1276564.500000 Penalty: 4571.690430
	Iteration 47Q: 3 clusters Score -1276564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1276565.500000 Penalty: 4571.690430
	Iteration 48Q: 3 clusters Score -1276566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1276566.875000 Penalty: 4571.690430
	Iteration 49Q: 3 clusters Score -1276567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1276567.750000 Penalty: 4571.690430
	Iteration 50Q: 3 clusters Score -1276568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1276569.125000 Penalty: 4571.690430
	Iteration 51Q: 3 clusters Score -1276569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1276569.625000 Penalty: 4571.690430
	Iteration 52Q: 3 clusters Score -1276570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1276574.125000 Penalty: 4571.690430
	Iteration 53Q: 3 clusters Score -1276574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1276572.250000 Penalty: 4571.690430
	Iteration 54Q: 3 clusters Score -1276572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1276573.875000 Penalty: 4571.690430
	Iteration 55Q: 3 clusters Score -1276574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1276574.375000 Penalty: 4571.690430
	Iteration 56Q: 3 clusters Score -1276574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1276574.625000 Penalty: 4571.690430
	Iteration 57Q: 3 clusters Score -1276575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1276576.750000 Penalty: 4571.690430
	Iteration 58Q: 3 clusters Score -1276577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1276576.750000 Penalty: 4571.690430
	Iteration 59Q: 3 clusters Score -1276577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1276578.875000 Penalty: 4571.690430
	Iteration 60F: 3 clusters Score -1276579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1276581.500000 Penalty: 4571.690430
	Iteration 61Q: 3 clusters Score -1276582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1276582.375000 Penalty: 4571.690430
	Iteration 62Q: 3 clusters Score -1276582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1276583.000000 Penalty: 4571.690430
	Iteration 63Q: 3 clusters Score -1276583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1276584.500000 Penalty: 4571.690430
	Iteration 64Q: 3 clusters Score -1276584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1276586.875000 Penalty: 4571.690430
	Iteration 65Q: 3 clusters Score -1276587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1276587.750000 Penalty: 4571.690430
	Iteration 66Q: 3 clusters Score -1276588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1276587.000000 Penalty: 4571.690430
	Iteration 67Q: 3 clusters Score -1276587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1276587.000000 Penalty: 4571.690430
	Iteration 68F: 3 clusters Score -1276587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183417 members 
Entering Unmasked Estep 
Score: -24802868.000000 Penalty: 3005.640381
	Iteration 0F: 2 clusters Score -2.480287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -24687896.000000 Penalty: 6011.280762
	Iteration 0F: 3 clusters Score -2.46879e+07 nChanged 87977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -24739716.000000 Penalty: 6011.280762
	Iteration 1F: 3 clusters Score -2.473972e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -24741176.000000 Penalty: 6011.280762
	Iteration 2Q: 3 clusters Score -2.474118e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -24743824.000000 Penalty: 6011.280762
	Iteration 3Q: 3 clusters Score -2.474382e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -24748596.000000 Penalty: 6011.280762
	Iteration 4F: 3 clusters Score -2.47486e+07 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -24755856.000000 Penalty: 6011.280762
	Iteration 5F: 3 clusters Score -2.475586e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -24766482.000000 Penalty: 6011.280762
	Iteration 6F: 3 clusters Score -2.476648e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139130 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -24777372.000000 Penalty: 6011.280762
	Iteration 7F: 3 clusters Score -2.477737e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -24785500.000000 Penalty: 6011.280762
	Iteration 8F: 3 clusters Score -2.47855e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -24789484.000000 Penalty: 6011.280762
	Iteration 9Q: 3 clusters Score -2.478948e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -24791460.000000 Penalty: 6011.280762
	Iteration 10Q: 3 clusters Score -2.479146e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -24792586.000000 Penalty: 6011.280762
	Iteration 11Q: 3 clusters Score -2.479259e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -24793904.000000 Penalty: 6011.280762
	Iteration 12Q: 3 clusters Score -2.47939e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -24794890.000000 Penalty: 6011.280762
	Iteration 13Q: 3 clusters Score -2.479489e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -24795822.000000 Penalty: 6011.280762
	Iteration 14Q: 3 clusters Score -2.479582e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -24796838.000000 Penalty: 6011.280762
	Iteration 15Q: 3 clusters Score -2.479684e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -24797808.000000 Penalty: 6011.280762
	Iteration 16Q: 3 clusters Score -2.479781e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162561 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -24798704.000000 Penalty: 6011.280762
	Iteration 17Q: 3 clusters Score -2.47987e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -24799452.000000 Penalty: 6011.280762
	Iteration 18Q: 3 clusters Score -2.479945e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -24800090.000000 Penalty: 6011.280762
	Iteration 19Q: 3 clusters Score -2.480009e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167078 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -24800936.000000 Penalty: 6011.280762
	Iteration 20F: 3 clusters Score -2.480094e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -24801674.000000 Penalty: 6011.280762
	Iteration 21Q: 3 clusters Score -2.480167e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -24802276.000000 Penalty: 6011.280762
	Iteration 22Q: 3 clusters Score -2.480228e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171681 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -24802782.000000 Penalty: 6011.280762
	Iteration 23Q: 3 clusters Score -2.480278e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -24802906.000000 Penalty: 6011.280762
	Iteration 24Q: 3 clusters Score -2.480291e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174688 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -24802942.000000 Penalty: 6011.280762
	Iteration 25Q: 3 clusters Score -2.480294e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -24802882.000000 Penalty: 6011.280762
	Iteration 26Q: 3 clusters Score -2.480288e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -24802850.000000 Penalty: 6011.280762
	Iteration 27Q: 3 clusters Score -2.480285e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -24802730.000000 Penalty: 6011.280762
	Iteration 28Q: 3 clusters Score -2.480273e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178860 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -24802714.000000 Penalty: 6011.280762
	Iteration 29Q: 3 clusters Score -2.480271e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -24802438.000000 Penalty: 6011.280762
	Iteration 30Q: 3 clusters Score -2.480244e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180092 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -24802256.000000 Penalty: 6011.280762
	Iteration 31Q: 3 clusters Score -2.480226e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180508 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -24802196.000000 Penalty: 6011.280762
	Iteration 32Q: 3 clusters Score -2.48022e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180816 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -24802014.000000 Penalty: 6011.280762
	Iteration 33Q: 3 clusters Score -2.480201e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24801964.000000 Penalty: 6011.280762
	Iteration 34Q: 3 clusters Score -2.480196e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181232 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24801912.000000 Penalty: 6011.280762
	Iteration 35Q: 3 clusters Score -2.480191e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -24801846.000000 Penalty: 6011.280762
	Iteration 36Q: 3 clusters Score -2.480185e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -24801772.000000 Penalty: 6011.280762
	Iteration 37Q: 3 clusters Score -2.480177e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181654 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24801772.000000 Penalty: 6011.280762
	Iteration 38Q: 3 clusters Score -2.480177e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181742 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -24801738.000000 Penalty: 6011.280762
	Iteration 39Q: 3 clusters Score -2.480174e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181799 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -24801730.000000 Penalty: 6011.280762
	Iteration 40F: 3 clusters Score -2.480173e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181857 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -24801708.000000 Penalty: 6011.280762
	Iteration 41Q: 3 clusters Score -2.480171e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181898 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -24801676.000000 Penalty: 6011.280762
	Iteration 42Q: 3 clusters Score -2.480168e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -24801684.000000 Penalty: 6011.280762
	Iteration 43Q: 3 clusters Score -2.480168e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -24801648.000000 Penalty: 6011.280762
	Iteration 44Q: 3 clusters Score -2.480165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182004 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -24801612.000000 Penalty: 6011.280762
	Iteration 45Q: 3 clusters Score -2.480161e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -24801572.000000 Penalty: 6011.280762
	Iteration 46Q: 3 clusters Score -2.480157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -24801516.000000 Penalty: 6011.280762
	Iteration 47Q: 3 clusters Score -2.480152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24801512.000000 Penalty: 6011.280762
	Iteration 48Q: 3 clusters Score -2.480151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182107 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -24801520.000000 Penalty: 6011.280762
	Iteration 49Q: 3 clusters Score -2.480152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -24801496.000000 Penalty: 6011.280762
	Iteration 50Q: 3 clusters Score -2.48015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182142 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -24801474.000000 Penalty: 6011.280762
	Iteration 51Q: 3 clusters Score -2.480147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -24801462.000000 Penalty: 6011.280762
	Iteration 52Q: 3 clusters Score -2.480146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -24801452.000000 Penalty: 6011.280762
	Iteration 53Q: 3 clusters Score -2.480145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182179 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24801428.000000 Penalty: 6011.280762
	Iteration 54Q: 3 clusters Score -2.480143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182189 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -24801428.000000 Penalty: 6011.280762
	Iteration 55Q: 3 clusters Score -2.480143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182194 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -24801424.000000 Penalty: 6011.280762
	Iteration 56Q: 3 clusters Score -2.480142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182197 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -24801436.000000 Penalty: 6011.280762
	Iteration 57Q: 3 clusters Score -2.480144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -24801436.000000 Penalty: 6011.280762
	Iteration 58Q: 3 clusters Score -2.480144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182199 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -24801432.000000 Penalty: 6011.280762
	Iteration 59Q: 3 clusters Score -2.480143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182201 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -24801426.000000 Penalty: 6011.280762
	Iteration 60F: 3 clusters Score -2.480143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -24801428.000000 Penalty: 6011.280762
	Iteration 61Q: 3 clusters Score -2.480143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182205 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24801442.000000 Penalty: 6011.280762
	Iteration 62Q: 3 clusters Score -2.480144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182206 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24801434.000000 Penalty: 6011.280762
	Iteration 63Q: 3 clusters Score -2.480143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182210 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -24801432.000000 Penalty: 6011.280762
	Iteration 64Q: 3 clusters Score -2.480143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182214 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -24801428.000000 Penalty: 6011.280762
	Iteration 65Q: 3 clusters Score -2.480143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -24801428.000000 Penalty: 6011.280762
	Iteration 66Q: 3 clusters Score -2.480143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -24801420.000000 Penalty: 6011.280762
	Iteration 67Q: 3 clusters Score -2.480142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182219 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -24801430.000000 Penalty: 6011.280762
	Iteration 68Q: 3 clusters Score -2.480143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182220 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -24801424.000000 Penalty: 6011.280762
	Iteration 69Q: 3 clusters Score -2.480142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182220 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -24801424.000000 Penalty: 6011.280762
	Iteration 70F: 3 clusters Score -2.480142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Entering Unmasked Estep 
Score: -4420133.000000 Penalty: 2575.905518
	Iteration 0F: 2 clusters Score -4420133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4398034.500000 Penalty: 5151.811035
	Iteration 0F: 3 clusters Score -4398034 nChanged 14586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4406004.500000 Penalty: 5151.811035
	Iteration 1F: 3 clusters Score -4406004 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4406543.500000 Penalty: 5151.811035
	Iteration 2Q: 3 clusters Score -4406544 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4407036.500000 Penalty: 5151.811035
	Iteration 3Q: 3 clusters Score -4407036 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4407636.500000 Penalty: 5151.811035
	Iteration 4Q: 3 clusters Score -4407636 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4408426.000000 Penalty: 5151.811035
	Iteration 5Q: 3 clusters Score -4408426 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -4409576.000000 Penalty: 5151.811035
	Iteration 6F: 3 clusters Score -4409576 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4411016.000000 Penalty: 5151.811035
	Iteration 7F: 3 clusters Score -4411016 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4412609.500000 Penalty: 5151.811035
	Iteration 8F: 3 clusters Score -4412610 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4414238.000000 Penalty: 5151.811035
	Iteration 9F: 3 clusters Score -4414238 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -4415689.000000 Penalty: 5151.811035
	Iteration 10Q: 3 clusters Score -4415689 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4416703.500000 Penalty: 5151.811035
	Iteration 11Q: 3 clusters Score -4416704 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4417120.000000 Penalty: 5151.811035
	Iteration 12Q: 3 clusters Score -4417120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4417297.500000 Penalty: 5151.811035
	Iteration 13Q: 3 clusters Score -4417298 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4417381.500000 Penalty: 5151.811035
	Iteration 14Q: 3 clusters Score -4417382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4417444.000000 Penalty: 5151.811035
	Iteration 15Q: 3 clusters Score -4417444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4417471.000000 Penalty: 5151.811035
	Iteration 16Q: 3 clusters Score -4417471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4417508.000000 Penalty: 5151.811035
	Iteration 17Q: 3 clusters Score -4417508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4417522.500000 Penalty: 5151.811035
	Iteration 18Q: 3 clusters Score -4417522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4417551.000000 Penalty: 5151.811035
	Iteration 19Q: 3 clusters Score -4417551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4417558.500000 Penalty: 5151.811035
	Iteration 20F: 3 clusters Score -4417558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4417579.500000 Penalty: 5151.811035
	Iteration 21Q: 3 clusters Score -4417580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4417581.000000 Penalty: 5151.811035
	Iteration 22Q: 3 clusters Score -4417581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4417589.500000 Penalty: 5151.811035
	Iteration 23Q: 3 clusters Score -4417590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4417597.000000 Penalty: 5151.811035
	Iteration 24Q: 3 clusters Score -4417597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4417607.000000 Penalty: 5151.811035
	Iteration 25Q: 3 clusters Score -4417607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4417604.000000 Penalty: 5151.811035
	Iteration 26Q: 3 clusters Score -4417604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4417605.500000 Penalty: 5151.811035
	Iteration 27Q: 3 clusters Score -4417606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4417612.500000 Penalty: 5151.811035
	Iteration 28Q: 3 clusters Score -4417612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4417611.500000 Penalty: 5151.811035
	Iteration 29Q: 3 clusters Score -4417612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4417612.000000 Penalty: 5151.811035
	Iteration 30Q: 3 clusters Score -4417612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4417611.500000 Penalty: 5151.811035
	Iteration 31Q: 3 clusters Score -4417612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4417612.500000 Penalty: 5151.811035
	Iteration 32Q: 3 clusters Score -4417612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4417620.500000 Penalty: 5151.811035
	Iteration 33Q: 3 clusters Score -4417620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4417618.500000 Penalty: 5151.811035
	Iteration 34Q: 3 clusters Score -4417618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4417619.500000 Penalty: 5151.811035
	Iteration 35Q: 3 clusters Score -4417620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4417626.500000 Penalty: 5151.811035
	Iteration 36Q: 3 clusters Score -4417626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4417630.500000 Penalty: 5151.811035
	Iteration 37Q: 3 clusters Score -4417630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -4417621.000000 Penalty: 5151.811035
	Iteration 38Q: 3 clusters Score -4417621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4417618.500000 Penalty: 5151.811035
	Iteration 39Q: 3 clusters Score -4417618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4417621.500000 Penalty: 5151.811035
	Iteration 40F: 3 clusters Score -4417622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4417620.500000 Penalty: 5151.811035
	Iteration 41Q: 3 clusters Score -4417620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4417621.500000 Penalty: 5151.811035
	Iteration 42Q: 3 clusters Score -4417622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4417625.500000 Penalty: 5151.811035
	Iteration 43Q: 3 clusters Score -4417626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -4417629.500000 Penalty: 5151.811035
	Iteration 44Q: 3 clusters Score -4417630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4417625.500000 Penalty: 5151.811035
	Iteration 45Q: 3 clusters Score -4417626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4417629.000000 Penalty: 5151.811035
	Iteration 46Q: 3 clusters Score -4417629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4417627.500000 Penalty: 5151.811035
	Iteration 47Q: 3 clusters Score -4417628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -4417626.500000 Penalty: 5151.811035
	Iteration 48Q: 3 clusters Score -4417626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4417630.500000 Penalty: 5151.811035
	Iteration 49Q: 3 clusters Score -4417630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4417635.000000 Penalty: 5151.811035
	Iteration 50Q: 3 clusters Score -4417635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -4417633.500000 Penalty: 5151.811035
	Iteration 51Q: 3 clusters Score -4417634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4417637.500000 Penalty: 5151.811035
	Iteration 52Q: 3 clusters Score -4417638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4417636.000000 Penalty: 5151.811035
	Iteration 53Q: 3 clusters Score -4417636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4417634.000000 Penalty: 5151.811035
	Iteration 54Q: 3 clusters Score -4417634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -4417633.500000 Penalty: 5151.811035
	Iteration 55Q: 3 clusters Score -4417634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -4417636.000000 Penalty: 5151.811035
	Iteration 56Q: 3 clusters Score -4417636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4417631.000000 Penalty: 5151.811035
	Iteration 57Q: 3 clusters Score -4417631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4417631.000000 Penalty: 5151.811035
	Iteration 58Q: 3 clusters Score -4417631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4417631.000000 Penalty: 5151.811035
	Iteration 59F: 3 clusters Score -4417631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -411737.062500 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -411737.1 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 1456 members 
Entering Unmasked Estep 
Score: -408485.593750 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -408485.6 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -409081.031250 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -409081 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -409209.625000 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -409209.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -409280.125000 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -409280.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -409328.125000 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -409328.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -409360.656250 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -409360.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409379.468750 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -409379.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -409398.250000 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -409398.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409411.218750 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -409411.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -409417.906250 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -409417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -409425.156250 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -409425.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -409435.406250 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -409435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -409442.156250 Penalty: 3966.006104
	Iteration 12Q: 3 clusters Score -409442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -409445.343750 Penalty: 3966.006104
	Iteration 13Q: 3 clusters Score -409445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -409449.562500 Penalty: 3966.006104
	Iteration 14Q: 3 clusters Score -409449.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -409451.812500 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -409451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -409454.937500 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -409454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -409458.312500 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -409458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -409461.562500 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -409461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -409462.687500 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -409462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -409462.531250 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -409462.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -41716.531250 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -41716.53 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 178 members 
Entering Unmasked Estep 
Score: -40485.296875 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -40485.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40977.375000 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -40977.38 nChanged 32
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: -41189.972656 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -41189.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41237.617188 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -41237.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41254.726562 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -41254.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41254.726562 Penalty: 2942.393555
	Iteration 5F: 3 clusters Score -41254.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Entering Unmasked Estep 
Score: -6822978.000000 Penalty: 2683.518066
	Iteration 0F: 2 clusters Score -6822978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -6789276.000000 Penalty: 5367.036133
	Iteration 0F: 3 clusters Score -6789276 nChanged 23050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -6801922.000000 Penalty: 5367.036133
	Iteration 1F: 3 clusters Score -6801922 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -6802415.500000 Penalty: 5367.036133
	Iteration 2Q: 3 clusters Score -6802416 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6802965.500000 Penalty: 5367.036133
	Iteration 3Q: 3 clusters Score -6802966 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -6803492.000000 Penalty: 5367.036133
	Iteration 4Q: 3 clusters Score -6803492 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -6804187.000000 Penalty: 5367.036133
	Iteration 5Q: 3 clusters Score -6804187 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -6805135.000000 Penalty: 5367.036133
	Iteration 6Q: 3 clusters Score -6805135 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6806476.000000 Penalty: 5367.036133
	Iteration 7Q: 3 clusters Score -6806476 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -6808380.500000 Penalty: 5367.036133
	Iteration 8F: 3 clusters Score -6808380 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -6810461.500000 Penalty: 5367.036133
	Iteration 9F: 3 clusters Score -6810462 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -6812339.000000 Penalty: 5367.036133
	Iteration 10F: 3 clusters Score -6812339 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -6814086.500000 Penalty: 5367.036133
	Iteration 11Q: 3 clusters Score -6814086 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -6815401.500000 Penalty: 5367.036133
	Iteration 12Q: 3 clusters Score -6815402 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -6816453.000000 Penalty: 5367.036133
	Iteration 13Q: 3 clusters Score -6816453 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6817223.000000 Penalty: 5367.036133
	Iteration 14Q: 3 clusters Score -6817223 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -6817849.000000 Penalty: 5367.036133
	Iteration 15Q: 3 clusters Score -6817849 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6818360.500000 Penalty: 5367.036133
	Iteration 16Q: 3 clusters Score -6818360 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6818844.000000 Penalty: 5367.036133
	Iteration 17Q: 3 clusters Score -6818844 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -6819208.000000 Penalty: 5367.036133
	Iteration 18Q: 3 clusters Score -6819208 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6819575.000000 Penalty: 5367.036133
	Iteration 19Q: 3 clusters Score -6819575 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -6819860.500000 Penalty: 5367.036133
	Iteration 20F: 3 clusters Score -6819860 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -6820062.500000 Penalty: 5367.036133
	Iteration 21Q: 3 clusters Score -6820062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6820194.000000 Penalty: 5367.036133
	Iteration 22Q: 3 clusters Score -6820194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -6820307.500000 Penalty: 5367.036133
	Iteration 23Q: 3 clusters Score -6820308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6820414.000000 Penalty: 5367.036133
	Iteration 24Q: 3 clusters Score -6820414 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -6820487.500000 Penalty: 5367.036133
	Iteration 25Q: 3 clusters Score -6820488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -6820510.000000 Penalty: 5367.036133
	Iteration 26Q: 3 clusters Score -6820510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -6820546.500000 Penalty: 5367.036133
	Iteration 27Q: 3 clusters Score -6820546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -6820591.000000 Penalty: 5367.036133
	Iteration 28Q: 3 clusters Score -6820591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6820606.500000 Penalty: 5367.036133
	Iteration 29Q: 3 clusters Score -6820606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -6820630.000000 Penalty: 5367.036133
	Iteration 30Q: 3 clusters Score -6820630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6820647.500000 Penalty: 5367.036133
	Iteration 31Q: 3 clusters Score -6820648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6820651.000000 Penalty: 5367.036133
	Iteration 32Q: 3 clusters Score -6820651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -6820662.500000 Penalty: 5367.036133
	Iteration 33Q: 3 clusters Score -6820662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6820669.500000 Penalty: 5367.036133
	Iteration 34Q: 3 clusters Score -6820670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -6820667.500000 Penalty: 5367.036133
	Iteration 35Q: 3 clusters Score -6820668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6820676.000000 Penalty: 5367.036133
	Iteration 36Q: 3 clusters Score -6820676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -6820678.000000 Penalty: 5367.036133
	Iteration 37Q: 3 clusters Score -6820678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6820678.500000 Penalty: 5367.036133
	Iteration 38Q: 3 clusters Score -6820678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -6820685.500000 Penalty: 5367.036133
	Iteration 39Q: 3 clusters Score -6820686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -6820697.500000 Penalty: 5367.036133
	Iteration 40F: 3 clusters Score -6820698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6820701.000000 Penalty: 5367.036133
	Iteration 41Q: 3 clusters Score -6820701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -6820700.000000 Penalty: 5367.036133
	Iteration 42Q: 3 clusters Score -6820700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -6820701.000000 Penalty: 5367.036133
	Iteration 43Q: 3 clusters Score -6820701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -6820710.500000 Penalty: 5367.036133
	Iteration 44Q: 3 clusters Score -6820710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6820709.500000 Penalty: 5367.036133
	Iteration 45Q: 3 clusters Score -6820710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -6820720.500000 Penalty: 5367.036133
	Iteration 46Q: 3 clusters Score -6820720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -6820716.000000 Penalty: 5367.036133
	Iteration 47Q: 3 clusters Score -6820716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6820725.500000 Penalty: 5367.036133
	Iteration 48Q: 3 clusters Score -6820726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -6820732.500000 Penalty: 5367.036133
	Iteration 49Q: 3 clusters Score -6820732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -6820734.000000 Penalty: 5367.036133
	Iteration 50Q: 3 clusters Score -6820734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -6820729.500000 Penalty: 5367.036133
	Iteration 51Q: 3 clusters Score -6820730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6820728.000000 Penalty: 5367.036133
	Iteration 52Q: 3 clusters Score -6820728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -6820732.500000 Penalty: 5367.036133
	Iteration 53Q: 3 clusters Score -6820732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -6820730.000000 Penalty: 5367.036133
	Iteration 54Q: 3 clusters Score -6820730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -6820731.500000 Penalty: 5367.036133
	Iteration 55Q: 3 clusters Score -6820732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -6820728.500000 Penalty: 5367.036133
	Iteration 56Q: 3 clusters Score -6820728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -6820734.500000 Penalty: 5367.036133
	Iteration 57Q: 3 clusters Score -6820734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -6820730.000000 Penalty: 5367.036133
	Iteration 58Q: 3 clusters Score -6820730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6820740.000000 Penalty: 5367.036133
	Iteration 59Q: 3 clusters Score -6820740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6820740.000000 Penalty: 5367.036133
	Iteration 60F: 3 clusters Score -6820740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -270343.718750 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -270343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -267648.031250 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -267648 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268112.937500 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -268112.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268239.156250 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -268239.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -268310.750000 Penalty: 3794.483887
	Iteration 3Q: 3 clusters Score -268310.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -268359.156250 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -268359.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -268399.343750 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -268399.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -268425.812500 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -268425.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -268452.562500 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -268452.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -268476.281250 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -268476.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -268493.343750 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -268493.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -268505.312500 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -268505.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -268511.937500 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -268511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -268519.468750 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -268519.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -268523.562500 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -268523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -268527.562500 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -268527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -268530.687500 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -268530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -268533.406250 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -268533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -268533.875000 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -268533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -268534.968750 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -268535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -268539.656250 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -268539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -268541.875000 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -268541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -268544.125000 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -268544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268544.906250 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -268544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -268546.062500 Penalty: 3794.483887
	Iteration 23Q: 3 clusters Score -268546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -268546.062500 Penalty: 3794.483887
	Iteration 24F: 3 clusters Score -268546.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -800561.125000 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -800561.1 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 3054 members 
Entering Unmasked Estep 
Score: -795366.000000 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -795366 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -796790.250000 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -796790.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -797058.125000 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -797058.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -797260.687500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -797260.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -797445.437500 Penalty: 4332.740723
	Iteration 4Q: 3 clusters Score -797445.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -797588.125000 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -797588.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -797738.187500 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -797738.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -797870.812500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -797870.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -797983.312500 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -797983.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -798086.500000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -798086.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -798171.812500 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -798171.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -798248.562500 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -798248.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -798318.812500 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -798318.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -798386.500000 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -798386.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -798431.500000 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -798431.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -798475.312500 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -798475.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -798523.437500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -798523.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -798559.625000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -798559.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -798589.937500 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -798589.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -798618.250000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -798618.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -798637.125000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -798637.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -798655.750000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -798655.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -798675.062500 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -798675.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -798691.937500 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -798691.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -798706.750000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -798706.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -798715.625000 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -798715.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -798721.875000 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -798721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -798727.562500 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -798727.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -798735.187500 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -798735.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -798743.125000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -798743.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -798749.187500 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -798749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -798754.125000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -798754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -798758.687500 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -798758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -798760.625000 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -798760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -798764.312500 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -798764.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -798769.562500 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -798769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -798773.250000 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -798773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -798773.687500 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -798773.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -798777.500000 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -798777.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -798783.937500 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -798783.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -798788.750000 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -798788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -798794.187500 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -798794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -798798.312500 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -798798.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -798801.687500 Penalty: 4332.740723
	Iteration 43Q: 3 clusters Score -798801.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -798802.500000 Penalty: 4332.740723
	Iteration 44Q: 3 clusters Score -798802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -798802.125000 Penalty: 4332.740723
	Iteration 45Q: 3 clusters Score -798802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -798804.437500 Penalty: 4332.740723
	Iteration 46Q: 3 clusters Score -798804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -798805.000000 Penalty: 4332.740723
	Iteration 47Q: 3 clusters Score -798805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -798805.000000 Penalty: 4332.740723
	Iteration 48Q: 3 clusters Score -798805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -798805.000000 Penalty: 4332.740723
	Iteration 49F: 3 clusters Score -798805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1404302.125000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -1404302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1395486.125000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -1395486 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1398149.375000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -1398149 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1398570.750000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -1398571 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1398924.375000 Penalty: 4653.608398
	Iteration 3F: 3 clusters Score -1398924 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1399250.750000 Penalty: 4653.608398
	Iteration 4F: 3 clusters Score -1399251 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1399595.875000 Penalty: 4653.608398
	Iteration 5Q: 3 clusters Score -1399596 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1399983.750000 Penalty: 4653.608398
	Iteration 6F: 3 clusters Score -1399984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1400368.500000 Penalty: 4653.608398
	Iteration 7F: 3 clusters Score -1400368 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1400765.000000 Penalty: 4653.608398
	Iteration 8Q: 3 clusters Score -1400765 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1401142.250000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -1401142 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1401478.875000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -1401479 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1401788.625000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -1401789 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1402029.875000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -1402030 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1402200.750000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -1402201 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1402324.250000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -1402324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1402418.875000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -1402419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1402499.750000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -1402500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1402563.000000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -1402563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1402603.250000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -1402603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1402641.125000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -1402641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1402665.875000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -1402666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1402693.875000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -1402694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1402712.750000 Penalty: 4653.608398
	Iteration 22Q: 3 clusters Score -1402713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1402729.500000 Penalty: 4653.608398
	Iteration 23Q: 3 clusters Score -1402730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1402733.750000 Penalty: 4653.608398
	Iteration 24Q: 3 clusters Score -1402734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1402738.500000 Penalty: 4653.608398
	Iteration 25Q: 3 clusters Score -1402738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1402748.875000 Penalty: 4653.608398
	Iteration 26Q: 3 clusters Score -1402749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1402752.750000 Penalty: 4653.608398
	Iteration 27Q: 3 clusters Score -1402753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1402757.625000 Penalty: 4653.608398
	Iteration 28Q: 3 clusters Score -1402758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1402761.000000 Penalty: 4653.608398
	Iteration 29Q: 3 clusters Score -1402761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1402766.500000 Penalty: 4653.608398
	Iteration 30Q: 3 clusters Score -1402766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1402768.500000 Penalty: 4653.608398
	Iteration 31Q: 3 clusters Score -1402768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1402775.250000 Penalty: 4653.608398
	Iteration 32Q: 3 clusters Score -1402775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1402774.875000 Penalty: 4653.608398
	Iteration 33Q: 3 clusters Score -1402775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1402778.875000 Penalty: 4653.608398
	Iteration 34Q: 3 clusters Score -1402779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1402782.875000 Penalty: 4653.608398
	Iteration 35Q: 3 clusters Score -1402783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1402783.750000 Penalty: 4653.608398
	Iteration 36Q: 3 clusters Score -1402784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1402786.125000 Penalty: 4653.608398
	Iteration 37Q: 3 clusters Score -1402786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1402787.375000 Penalty: 4653.608398
	Iteration 38Q: 3 clusters Score -1402787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1402787.375000 Penalty: 4653.608398
	Iteration 39F: 3 clusters Score -1402787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1329799.125000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -1329799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1321958.625000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -1321959 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1324325.375000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -1324325 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1324719.250000 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -1324719 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1325089.750000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -1325090 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1325508.125000 Penalty: 4581.977539
	Iteration 4F: 3 clusters Score -1325508 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1326062.875000 Penalty: 4581.977539
	Iteration 5F: 3 clusters Score -1326063 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1326785.250000 Penalty: 4581.977539
	Iteration 6F: 3 clusters Score -1326785 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1327522.625000 Penalty: 4581.977539
	Iteration 7F: 3 clusters Score -1327523 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1328209.875000 Penalty: 4581.977539
	Iteration 8F: 3 clusters Score -1328210 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1328691.875000 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -1328692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1328986.500000 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -1328986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1329139.000000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -1329139 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1329210.375000 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -1329210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1329235.000000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -1329235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1329247.500000 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -1329248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1329253.000000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -1329253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1329257.500000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -1329258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1329256.875000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -1329257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1329259.250000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -1329259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1329260.875000 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -1329261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1329261.125000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -1329261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1329262.375000 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -1329262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1329261.000000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -1329261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1329262.625000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -1329263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1329262.500000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -1329262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1329262.250000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -1329262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1329262.250000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -1329262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1329261.375000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -1329261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1329263.375000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -1329263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1329262.375000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -1329262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1329262.375000 Penalty: 4581.977539
	Iteration 30F: 3 clusters Score -1329262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45997.929688 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -45997.93 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: -44611.320312 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -44611.32 nChanged 94
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: -44908.019531 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -44908.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45013.789062 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -45013.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45038.566406 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -45038.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45049.894531 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -45049.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45065.562500 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -45065.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45069.980469 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -45069.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45069.980469 Penalty: 3066.314209
	Iteration 7F: 3 clusters Score -45069.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -25921.734375 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -25921.73 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: -24728.705078 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -24728.71 nChanged 25
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: -24914.837891 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -24914.84 nChanged 10
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: -25121.898438 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -25121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25227.984375 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -25227.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25433.552734 Penalty: 2703.715088
	Iteration 4F: 3 clusters Score -25433.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25468.609375 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -25468.61 nChanged 4
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: -25489.880859 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -25489.88 nChanged 2
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: -25507.144531 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -25507.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25510.304688 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -25510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25510.304688 Penalty: 2703.715088
	Iteration 9F: 3 clusters Score -25510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -65169.945312 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -65169.95 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 287 members 
Entering Unmasked Estep 
Score: -63695.265625 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -63695.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64387.128906 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -64387.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64829.250000 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -64829.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65187.710938 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -65187.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65357.984375 Penalty: 3155.206055
	Iteration 4F: 3 clusters Score -65357.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65443.234375 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -65443.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65477.785156 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -65477.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65506.238281 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -65506.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65561.757812 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -65561.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65622.992188 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -65622.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -65697.671875 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -65697.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65777.085938 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -65777.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65827.781250 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -65827.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65833.851562 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -65833.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65837.265625 Penalty: 3155.206055
	Iteration 14Q: 3 clusters Score -65837.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65837.265625 Penalty: 3155.206055
	Iteration 15F: 3 clusters Score -65837.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 180138 members 
Mstep: Class 5 contains 205137 members 
Mstep: Class 6 contains 72247 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 183417 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 50043 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 453 members 
Entering Unmasked Estep 
Score: -126426072.000000 Penalty: 95627.414062
Splitting cluster 25 changes total score from -126427328.000000 to -126426072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -50058.386719 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -50058.39 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 235 members 
Entering Unmasked Estep 
Score: -48648.347656 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -48648.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49004.605469 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -49004.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49174.351562 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -49174.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49281.484375 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -49281.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49368.445312 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -49368.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49410.320312 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -49410.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49421.437500 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -49421.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49451.089844 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -49451.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49500.808594 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -49500.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49541.390625 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -49541.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49544.406250 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -49544.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49544.406250 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -49544.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -16939.230469 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -16939.23 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 90 members 
Entering Unmasked Estep 
Score: -15915.446289 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -15915.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15938.719727 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -15938.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15943.402344 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -15943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15943.402344 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -15943.4 nChanged 0
--- Evaluating fit on full set of 2870054 points ---
Entering Unmasked Estep 
Score: -372495776.000000 Penalty: 99568.460938
23->28 Clusters: Score -372495776.000000, best is -373811744.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 956684 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 41738 members 
Mstep: Class 3 contains 41419 members 
Mstep: Class 4 contains 41981 members 
Mstep: Class 5 contains 41639 members 
Mstep: Class 6 contains 41333 members 
Mstep: Class 7 contains 41476 members 
Mstep: Class 8 contains 41601 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 10 contains 41708 members 
Mstep: Class 11 contains 41426 members 
Mstep: Class 12 contains 41686 members 
Mstep: Class 13 contains 41734 members 
Mstep: Class 14 contains 41147 members 
Mstep: Class 15 contains 41569 members 
Mstep: Class 16 contains 41560 members 
Mstep: Class 17 contains 41537 members 
Mstep: Class 18 contains 41669 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 20 contains 41451 members 
Mstep: Class 21 contains 41687 members 
Mstep: Class 22 contains 41854 members 
Mstep: Class 23 contains 41411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 163.481689 but Gain 3415.257812
Score: -120946304.000000 Penalty: 75135.828125
Iteration 0F: 23 clusters Score -1.209463e+08 nChanged 912888
Entering Unmasked Mstep 
Mstep: Class 0 contains 2674 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 18556 members 
Mstep: Class 3 contains 16040 members 
Mstep: Class 4 contains 11776 members 
Mstep: Class 5 contains 14274 members 
Mstep: Class 6 contains 28990 members 
Mstep: Class 7 contains 5757 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 11 contains 39127 members 
Mstep: Class 12 contains 26417 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 8445 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 55993 members 
Mstep: Class 17 contains 33394 members 
Mstep: Class 18 contains 29370 members 
Mstep: Class 19 contains 60464 members 
Mstep: Class 20 contains 25148 members 
Mstep: Class 21 contains 430811 members 
Mstep: Class 22 contains 56256 members 
Mstep: Class 23 contains 6894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -124736880.000000 Penalty: 75135.828125
Iteration 1F: 23 clusters Score -1.247369e+08 nChanged 313418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2508 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9846 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 6352 members 
Mstep: Class 6 contains 25207 members 
Mstep: Class 7 contains 5295 members 
Mstep: Class 8 contains 9382 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 11 contains 45165 members 
Mstep: Class 12 contains 25883 members 
Mstep: Class 13 contains 34216 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 51672 members 
Mstep: Class 17 contains 24298 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 81250 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 501795 members 
Mstep: Class 22 contains 42793 members 
Mstep: Class 23 contains 4682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125099328.000000 Penalty: 75135.828125
Iteration 2F: 23 clusters Score -1.250993e+08 nChanged 209340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6978 members 
Mstep: Class 3 contains 2393 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 31916 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 11857 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 11 contains 59271 members 
Mstep: Class 12 contains 27514 members 
Mstep: Class 13 contains 37517 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 61828 members 
Mstep: Class 17 contains 23360 members 
Mstep: Class 18 contains 25069 members 
Mstep: Class 19 contains 134744 members 
Mstep: Class 20 contains 14964 members 
Mstep: Class 21 contains 431633 members 
Mstep: Class 22 contains 45743 members 
Mstep: Class 23 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125480408.000000 Penalty: 75135.828125
Iteration 3F: 23 clusters Score -1.254804e+08 nChanged 152868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1783 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 35412 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 11 contains 63805 members 
Mstep: Class 12 contains 23247 members 
Mstep: Class 13 contains 37478 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 5738 members 
Mstep: Class 16 contains 69081 members 
Mstep: Class 17 contains 19817 members 
Mstep: Class 18 contains 21937 members 
Mstep: Class 19 contains 191263 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 379294 members 
Mstep: Class 22 contains 49350 members 
Mstep: Class 23 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3174.447754 but Gain 3415.265625
Score: -125768424.000000 Penalty: 71720.562500
Iteration 4F: 22 clusters Score -1.257684e+08 nChanged 141409
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 37127 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 15092 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 11 contains 63171 members 
Mstep: Class 12 contains 16624 members 
Mstep: Class 13 contains 35208 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 72562 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 18 contains 19649 members 
Mstep: Class 19 contains 238907 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 346083 members 
Mstep: Class 22 contains 52660 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125873760.000000 Penalty: 71720.562500
Iteration 5F: 22 clusters Score -1.258738e+08 nChanged 106851
Entering Unmasked Mstep 
Mstep: Class 0 contains 647 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 37396 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 11 contains 66058 members 
Mstep: Class 12 contains 12229 members 
Mstep: Class 13 contains 32096 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 4884 members 
Mstep: Class 16 contains 73505 members 
Mstep: Class 17 contains 12474 members 
Mstep: Class 18 contains 17562 members 
Mstep: Class 19 contains 240363 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 345527 members 
Mstep: Class 22 contains 58711 members 
Mstep: Class 23 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125927768.000000 Penalty: 71720.562500
Iteration 6F: 22 clusters Score -1.259278e+08 nChanged 81336
Entering Unmasked Mstep 
Mstep: Class 0 contains 610 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 36195 members 
Mstep: Class 7 contains 3890 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 11 contains 72134 members 
Mstep: Class 12 contains 9726 members 
Mstep: Class 13 contains 29699 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5257 members 
Mstep: Class 16 contains 74441 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 16049 members 
Mstep: Class 19 contains 233716 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 342704 members 
Mstep: Class 22 contains 67907 members 
Mstep: Class 23 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125980344.000000 Penalty: 71720.562500
Iteration 7F: 22 clusters Score -1.259803e+08 nChanged 69518
Entering Unmasked Mstep 
Mstep: Class 0 contains 596 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 34023 members 
Mstep: Class 7 contains 3328 members 
Mstep: Class 8 contains 18633 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 11 contains 80405 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 75518 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 14905 members 
Mstep: Class 19 contains 227533 members 
Mstep: Class 20 contains 5471 members 
Mstep: Class 21 contains 333815 members 
Mstep: Class 22 contains 78966 members 
Mstep: Class 23 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126029048.000000 Penalty: 71720.562500
Iteration 8F: 22 clusters Score -1.26029e+08 nChanged 61926
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 7121 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 31803 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 19428 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 11 contains 90962 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 26807 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 76544 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 219571 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 21 contains 322654 members 
Mstep: Class 22 contains 90752 members 
Mstep: Class 23 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3368.075439 but Gain 3415.265625
Score: -126079376.000000 Penalty: 68305.296875
Iteration 9F: 21 clusters Score -1.260794e+08 nChanged 57718
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 8154 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 29670 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 20090 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 11 contains 103621 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 25903 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 5855 members 
Mstep: Class 16 contains 77158 members 
Mstep: Class 17 contains 6541 members 
Mstep: Class 18 contains 13204 members 
Mstep: Class 19 contains 211110 members 
Mstep: Class 20 contains 4562 members 
Mstep: Class 21 contains 311334 members 
Mstep: Class 22 contains 103360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126124672.000000 Penalty: 68305.296875
Iteration 10F: 21 clusters Score -1.261247e+08 nChanged 50587
Entering Unmasked Mstep 
Mstep: Class 0 contains 582 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 27649 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 20695 members 
Mstep: Class 9 contains 9050 members 
Mstep: Class 11 contains 116334 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 25222 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 77622 members 
Mstep: Class 17 contains 5804 members 
Mstep: Class 18 contains 12613 members 
Mstep: Class 19 contains 202015 members 
Mstep: Class 20 contains 4235 members 
Mstep: Class 21 contains 299322 members 
Mstep: Class 22 contains 113859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126158784.000000 Penalty: 68305.296875
Iteration 11F: 21 clusters Score -1.261588e+08 nChanged 44266
Entering Unmasked Mstep 
Mstep: Class 0 contains 582 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 26057 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 21229 members 
Mstep: Class 9 contains 9803 members 
Mstep: Class 11 contains 128375 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 24566 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 77975 members 
Mstep: Class 17 contains 5323 members 
Mstep: Class 18 contains 12119 members 
Mstep: Class 19 contains 194481 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 286614 members 
Mstep: Class 22 contains 123589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126183968.000000 Penalty: 68305.296875
Iteration 12Q: 21 clusters Score -1.26184e+08 nChanged 37949
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 24837 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 10507 members 
Mstep: Class 11 contains 139611 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 23913 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 78164 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 189292 members 
Mstep: Class 20 contains 3753 members 
Mstep: Class 21 contains 271904 members 
Mstep: Class 22 contains 133050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126206416.000000 Penalty: 68305.296875
Iteration 13Q: 21 clusters Score -1.262064e+08 nChanged 33957
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 23794 members 
Mstep: Class 7 contains 852 members 
Mstep: Class 8 contains 22079 members 
Mstep: Class 9 contains 11117 members 
Mstep: Class 11 contains 149693 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 23236 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 78118 members 
Mstep: Class 17 contains 4916 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 185526 members 
Mstep: Class 20 contains 3561 members 
Mstep: Class 21 contains 256940 members 
Mstep: Class 22 contains 142299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126229224.000000 Penalty: 68305.296875
Iteration 14Q: 21 clusters Score -1.262292e+08 nChanged 30741
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 22958 members 
Mstep: Class 7 contains 750 members 
Mstep: Class 8 contains 22410 members 
Mstep: Class 9 contains 11692 members 
Mstep: Class 11 contains 158073 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 22542 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 77720 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 11278 members 
Mstep: Class 19 contains 182562 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 243171 members 
Mstep: Class 22 contains 151132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126249544.000000 Penalty: 68305.296875
Iteration 15Q: 21 clusters Score -1.262495e+08 nChanged 28376
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 12598 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 22317 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 22688 members 
Mstep: Class 9 contains 12196 members 
Mstep: Class 11 contains 164873 members 
Mstep: Class 12 contains 3547 members 
Mstep: Class 13 contains 21853 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 7558 members 
Mstep: Class 16 contains 77061 members 
Mstep: Class 17 contains 4750 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 19 contains 179754 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 231199 members 
Mstep: Class 22 contains 159465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126265688.000000 Penalty: 68305.296875
Iteration 16Q: 21 clusters Score -1.262657e+08 nChanged 26263
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 13103 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 21776 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 22928 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 11 contains 169896 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 76164 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 18 contains 10970 members 
Mstep: Class 19 contains 177225 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 221278 members 
Mstep: Class 22 contains 167349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126278640.000000 Penalty: 68305.296875
Iteration 17Q: 21 clusters Score -1.262786e+08 nChanged 25475
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 21407 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 23131 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 11 contains 174268 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 20600 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 9327 members 
Mstep: Class 16 contains 75183 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 174314 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 213044 members 
Mstep: Class 22 contains 174486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126288584.000000 Penalty: 68305.296875
Iteration 18Q: 21 clusters Score -1.262886e+08 nChanged 24929
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 21153 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 23298 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 11 contains 177581 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 20045 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 10234 members 
Mstep: Class 16 contains 74183 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 10728 members 
Mstep: Class 19 contains 171430 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 207042 members 
Mstep: Class 22 contains 180271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126293256.000000 Penalty: 68305.296875
Iteration 19Q: 21 clusters Score -1.262933e+08 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 14505 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 20956 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 23474 members 
Mstep: Class 9 contains 13450 members 
Mstep: Class 11 contains 179993 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 19512 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 73482 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 10613 members 
Mstep: Class 19 contains 169381 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 202245 members 
Mstep: Class 22 contains 184613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126295464.000000 Penalty: 68305.296875
Iteration 20F: 21 clusters Score -1.262955e+08 nChanged 23194
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 20795 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 23605 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 11 contains 181404 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 19020 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 72940 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 10518 members 
Mstep: Class 19 contains 168437 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 198646 members 
Mstep: Class 22 contains 187309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126297064.000000 Penalty: 68305.296875
Iteration 21Q: 21 clusters Score -1.262971e+08 nChanged 21291
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 20626 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 23708 members 
Mstep: Class 9 contains 13751 members 
Mstep: Class 11 contains 182238 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 18510 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 72489 members 
Mstep: Class 17 contains 4000 members 
Mstep: Class 18 contains 10408 members 
Mstep: Class 19 contains 168306 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 196218 members 
Mstep: Class 22 contains 188556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126297496.000000 Penalty: 68305.296875
Iteration 22Q: 21 clusters Score -1.262975e+08 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 15819 members 
Mstep: Class 5 contains 1267 members 
Mstep: Class 6 contains 20517 members 
Mstep: Class 7 contains 528 members 
Mstep: Class 8 contains 23796 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 11 contains 182535 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 18012 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 72080 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 168868 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 194919 members 
Mstep: Class 22 contains 188428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126299640.000000 Penalty: 68305.296875
Iteration 23Q: 21 clusters Score -1.262996e+08 nChanged 17611
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 16200 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 20394 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 23858 members 
Mstep: Class 9 contains 13994 members 
Mstep: Class 11 contains 182548 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 17453 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 14194 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 10212 members 
Mstep: Class 19 contains 169952 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 194230 members 
Mstep: Class 22 contains 187385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126300408.000000 Penalty: 68305.296875
Iteration 24Q: 21 clusters Score -1.263004e+08 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 16567 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 20301 members 
Mstep: Class 7 contains 519 members 
Mstep: Class 8 contains 23910 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 11 contains 182441 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 14835 members 
Mstep: Class 16 contains 71648 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 10130 members 
Mstep: Class 19 contains 171234 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 193906 members 
Mstep: Class 22 contains 185833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126301088.000000 Penalty: 68305.296875
Iteration 25Q: 21 clusters Score -1.263011e+08 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 16955 members 
Mstep: Class 5 contains 1234 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 23954 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 11 contains 182344 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 16282 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 71452 members 
Mstep: Class 17 contains 4027 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 172520 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 193700 members 
Mstep: Class 22 contains 184154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126301192.000000 Penalty: 68305.296875
Iteration 26Q: 21 clusters Score -1.263012e+08 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 17336 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 20097 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 23974 members 
Mstep: Class 9 contains 14271 members 
Mstep: Class 11 contains 182231 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 16059 members 
Mstep: Class 16 contains 71247 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 9988 members 
Mstep: Class 19 contains 173624 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 193567 members 
Mstep: Class 22 contains 182597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126301616.000000 Penalty: 68305.296875
Iteration 27Q: 21 clusters Score -1.263016e+08 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 17688 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 19997 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 23997 members 
Mstep: Class 9 contains 14313 members 
Mstep: Class 11 contains 182055 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 15192 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 71046 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 9937 members 
Mstep: Class 19 contains 174688 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 193473 members 
Mstep: Class 22 contains 181065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126302976.000000 Penalty: 68305.296875
Iteration 28Q: 21 clusters Score -1.26303e+08 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 18010 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 19911 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 24038 members 
Mstep: Class 9 contains 14346 members 
Mstep: Class 11 contains 181689 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 14660 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 70808 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 175625 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 193577 members 
Mstep: Class 22 contains 179663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126303760.000000 Penalty: 68305.296875
Iteration 29Q: 21 clusters Score -1.263038e+08 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 18331 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 6 contains 19841 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 24052 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 11 contains 181048 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 14121 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 17855 members 
Mstep: Class 16 contains 70593 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 19 contains 176414 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 193811 members 
Mstep: Class 22 contains 178382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126305208.000000 Penalty: 68305.296875
Iteration 30Q: 21 clusters Score -1.263052e+08 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 18610 members 
Mstep: Class 5 contains 1225 members 
Mstep: Class 6 contains 19802 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 24066 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 11 contains 180355 members 
Mstep: Class 12 contains 3586 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 18395 members 
Mstep: Class 16 contains 70377 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 9815 members 
Mstep: Class 19 contains 177025 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 193922 members 
Mstep: Class 22 contains 177439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126306480.000000 Penalty: 68305.296875
Iteration 31Q: 21 clusters Score -1.263065e+08 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 18913 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 19755 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 24075 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 11 contains 179449 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 18905 members 
Mstep: Class 16 contains 70082 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 9787 members 
Mstep: Class 19 contains 177533 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 194178 members 
Mstep: Class 22 contains 176796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126306984.000000 Penalty: 68305.296875
Iteration 32Q: 21 clusters Score -1.26307e+08 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 19178 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 6 contains 19735 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 24091 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 11 contains 178313 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 19427 members 
Mstep: Class 16 contains 69824 members 
Mstep: Class 17 contains 4577 members 
Mstep: Class 18 contains 9757 members 
Mstep: Class 19 contains 178011 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 194388 members 
Mstep: Class 22 contains 176347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126308352.000000 Penalty: 68305.296875
Iteration 33Q: 21 clusters Score -1.263084e+08 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 19446 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 24100 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 11 contains 177100 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 19955 members 
Mstep: Class 16 contains 69628 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 178408 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 194631 members 
Mstep: Class 22 contains 175984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126309440.000000 Penalty: 68305.296875
Iteration 34Q: 21 clusters Score -1.263094e+08 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 19709 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 19668 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 24103 members 
Mstep: Class 9 contains 14566 members 
Mstep: Class 11 contains 175909 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 13 contains 11555 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 20455 members 
Mstep: Class 16 contains 69436 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 178796 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 194874 members 
Mstep: Class 22 contains 175624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126310504.000000 Penalty: 68305.296875
Iteration 35Q: 21 clusters Score -1.263105e+08 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 19946 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 19628 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 24104 members 
Mstep: Class 9 contains 14578 members 
Mstep: Class 11 contains 174684 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 11057 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 20947 members 
Mstep: Class 16 contains 69319 members 
Mstep: Class 17 contains 4943 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 179260 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 195007 members 
Mstep: Class 22 contains 175321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126311368.000000 Penalty: 68305.296875
Iteration 36Q: 21 clusters Score -1.263114e+08 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 20181 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 19576 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 24113 members 
Mstep: Class 9 contains 14580 members 
Mstep: Class 11 contains 173462 members 
Mstep: Class 12 contains 3969 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 21365 members 
Mstep: Class 16 contains 69211 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 9704 members 
Mstep: Class 19 contains 179657 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 195153 members 
Mstep: Class 22 contains 175146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126312520.000000 Penalty: 68305.296875
Iteration 37Q: 21 clusters Score -1.263125e+08 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 20376 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 6 contains 19547 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 14575 members 
Mstep: Class 11 contains 172258 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 10117 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 21798 members 
Mstep: Class 16 contains 69091 members 
Mstep: Class 17 contains 5250 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 180008 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 195234 members 
Mstep: Class 22 contains 175084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126313304.000000 Penalty: 68305.296875
Iteration 38Q: 21 clusters Score -1.263133e+08 nChanged 8177
Entering ConstructFrom: 
Score: -126313304.000000 Penalty: 68305.296875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -3687310.250000 Penalty: 2531.563232
	Iteration 0F: 2 clusters Score -3687310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3668525.000000 Penalty: 5063.126465
	Iteration 0F: 3 clusters Score -3668525 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3675233.250000 Penalty: 5063.126465
	Iteration 1F: 3 clusters Score -3675233 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3675624.750000 Penalty: 5063.126465
	Iteration 2Q: 3 clusters Score -3675625 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3675917.500000 Penalty: 5063.126465
	Iteration 3Q: 3 clusters Score -3675918 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3676192.250000 Penalty: 5063.126465
	Iteration 4Q: 3 clusters Score -3676192 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3676505.500000 Penalty: 5063.126465
	Iteration 5Q: 3 clusters Score -3676506 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3676946.750000 Penalty: 5063.126465
	Iteration 6Q: 3 clusters Score -3676947 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3677624.750000 Penalty: 5063.126465
	Iteration 7Q: 3 clusters Score -3677625 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3678630.750000 Penalty: 5063.126465
	Iteration 8F: 3 clusters Score -3678631 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3679972.250000 Penalty: 5063.126465
	Iteration 9F: 3 clusters Score -3679972 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3681569.750000 Penalty: 5063.126465
	Iteration 10F: 3 clusters Score -3681570 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3682979.500000 Penalty: 5063.126465
	Iteration 11F: 3 clusters Score -3682980 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3683935.250000 Penalty: 5063.126465
	Iteration 12Q: 3 clusters Score -3683935 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3684457.500000 Penalty: 5063.126465
	Iteration 13Q: 3 clusters Score -3684458 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3684730.000000 Penalty: 5063.126465
	Iteration 14Q: 3 clusters Score -3684730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3684858.000000 Penalty: 5063.126465
	Iteration 15Q: 3 clusters Score -3684858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3684934.000000 Penalty: 5063.126465
	Iteration 16Q: 3 clusters Score -3684934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3684971.750000 Penalty: 5063.126465
	Iteration 17Q: 3 clusters Score -3684972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3684997.500000 Penalty: 5063.126465
	Iteration 18Q: 3 clusters Score -3684998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3685025.250000 Penalty: 5063.126465
	Iteration 19Q: 3 clusters Score -3685025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3685043.000000 Penalty: 5063.126465
	Iteration 20F: 3 clusters Score -3685043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3685062.000000 Penalty: 5063.126465
	Iteration 21Q: 3 clusters Score -3685062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3685076.500000 Penalty: 5063.126465
	Iteration 22Q: 3 clusters Score -3685076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3685082.250000 Penalty: 5063.126465
	Iteration 23Q: 3 clusters Score -3685082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3685086.250000 Penalty: 5063.126465
	Iteration 24Q: 3 clusters Score -3685086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3685089.500000 Penalty: 5063.126465
	Iteration 25Q: 3 clusters Score -3685090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3685090.000000 Penalty: 5063.126465
	Iteration 26Q: 3 clusters Score -3685090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3685090.000000 Penalty: 5063.126465
	Iteration 27F: 3 clusters Score -3685090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -205304.406250 Penalty: 1832.458618
	Iteration 0F: 2 clusters Score -205304.4 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 770 members 
Entering Unmasked Estep 
Score: -202957.109375 Penalty: 3664.917236
	Iteration 0F: 3 clusters Score -202957.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -203281.484375 Penalty: 3664.917236
	Iteration 1F: 3 clusters Score -203281.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203360.156250 Penalty: 3664.917236
	Iteration 2F: 3 clusters Score -203360.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -203407.203125 Penalty: 3664.917236
	Iteration 3Q: 3 clusters Score -203407.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -203443.765625 Penalty: 3664.917236
	Iteration 4Q: 3 clusters Score -203443.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -203468.312500 Penalty: 3664.917236
	Iteration 5Q: 3 clusters Score -203468.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -203481.875000 Penalty: 3664.917236
	Iteration 6Q: 3 clusters Score -203481.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -203492.203125 Penalty: 3664.917236
	Iteration 7Q: 3 clusters Score -203492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -203502.609375 Penalty: 3664.917236
	Iteration 8Q: 3 clusters Score -203502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -203520.953125 Penalty: 3664.917236
	Iteration 9Q: 3 clusters Score -203521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -203541.437500 Penalty: 3664.917236
	Iteration 10Q: 3 clusters Score -203541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -203553.875000 Penalty: 3664.917236
	Iteration 11Q: 3 clusters Score -203553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -203574.593750 Penalty: 3664.917236
	Iteration 12Q: 3 clusters Score -203574.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -203598.875000 Penalty: 3664.917236
	Iteration 13Q: 3 clusters Score -203598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -203616.125000 Penalty: 3664.917236
	Iteration 14Q: 3 clusters Score -203616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -203630.437500 Penalty: 3664.917236
	Iteration 15Q: 3 clusters Score -203630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203638.875000 Penalty: 3664.917236
	Iteration 16Q: 3 clusters Score -203638.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -203645.437500 Penalty: 3664.917236
	Iteration 17Q: 3 clusters Score -203645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -203649.015625 Penalty: 3664.917236
	Iteration 18Q: 3 clusters Score -203649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -203651.093750 Penalty: 3664.917236
	Iteration 19Q: 3 clusters Score -203651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203658.406250 Penalty: 3664.917236
	Iteration 20F: 3 clusters Score -203658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203666.140625 Penalty: 3664.917236
	Iteration 21Q: 3 clusters Score -203666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203670.437500 Penalty: 3664.917236
	Iteration 22Q: 3 clusters Score -203670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -203673.531250 Penalty: 3664.917236
	Iteration 23Q: 3 clusters Score -203673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -203675.640625 Penalty: 3664.917236
	Iteration 24Q: 3 clusters Score -203675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -203678.109375 Penalty: 3664.917236
	Iteration 25Q: 3 clusters Score -203678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -203685.421875 Penalty: 3664.917236
	Iteration 26Q: 3 clusters Score -203685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -203692.140625 Penalty: 3664.917236
	Iteration 27Q: 3 clusters Score -203692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -203698.875000 Penalty: 3664.917236
	Iteration 28Q: 3 clusters Score -203698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -203704.453125 Penalty: 3664.917236
	Iteration 29Q: 3 clusters Score -203704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -203706.031250 Penalty: 3664.917236
	Iteration 30Q: 3 clusters Score -203706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203707.750000 Penalty: 3664.917236
	Iteration 31Q: 3 clusters Score -203707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -203708.718750 Penalty: 3664.917236
	Iteration 32Q: 3 clusters Score -203708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -203711.156250 Penalty: 3664.917236
	Iteration 33Q: 3 clusters Score -203711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -203715.968750 Penalty: 3664.917236
	Iteration 34Q: 3 clusters Score -203716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203716.671875 Penalty: 3664.917236
	Iteration 35Q: 3 clusters Score -203716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203716.671875 Penalty: 3664.917236
	Iteration 36F: 3 clusters Score -203716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Entering Unmasked Estep 
Score: -2635157.000000 Penalty: 2462.454590
	Iteration 0F: 2 clusters Score -2635157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2620785.250000 Penalty: 4924.909180
	Iteration 0F: 3 clusters Score -2620785 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2625756.250000 Penalty: 4924.909180
	Iteration 1F: 3 clusters Score -2625756 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2626433.500000 Penalty: 4924.909180
	Iteration 2F: 3 clusters Score -2626434 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2627288.000000 Penalty: 4924.909180
	Iteration 3F: 3 clusters Score -2627288 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2628217.750000 Penalty: 4924.909180
	Iteration 4F: 3 clusters Score -2628218 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2629076.250000 Penalty: 4924.909180
	Iteration 5F: 3 clusters Score -2629076 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2629817.250000 Penalty: 4924.909180
	Iteration 6F: 3 clusters Score -2629817 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2630319.250000 Penalty: 4924.909180
	Iteration 7F: 3 clusters Score -2630319 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2630609.500000 Penalty: 4924.909180
	Iteration 8Q: 3 clusters Score -2630610 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2630775.500000 Penalty: 4924.909180
	Iteration 9Q: 3 clusters Score -2630776 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2630900.500000 Penalty: 4924.909180
	Iteration 10Q: 3 clusters Score -2630900 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2630971.250000 Penalty: 4924.909180
	Iteration 11Q: 3 clusters Score -2630971 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2631043.750000 Penalty: 4924.909180
	Iteration 12Q: 3 clusters Score -2631044 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2631089.000000 Penalty: 4924.909180
	Iteration 13Q: 3 clusters Score -2631089 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2631148.500000 Penalty: 4924.909180
	Iteration 14Q: 3 clusters Score -2631148 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2631187.250000 Penalty: 4924.909180
	Iteration 15Q: 3 clusters Score -2631187 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2631249.250000 Penalty: 4924.909180
	Iteration 16Q: 3 clusters Score -2631249 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2631317.000000 Penalty: 4924.909180
	Iteration 17Q: 3 clusters Score -2631317 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2631406.250000 Penalty: 4924.909180
	Iteration 18Q: 3 clusters Score -2631406 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2631527.000000 Penalty: 4924.909180
	Iteration 19Q: 3 clusters Score -2631527 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2631656.000000 Penalty: 4924.909180
	Iteration 20F: 3 clusters Score -2631656 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2631770.750000 Penalty: 4924.909180
	Iteration 21Q: 3 clusters Score -2631771 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2631858.750000 Penalty: 4924.909180
	Iteration 22Q: 3 clusters Score -2631859 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2631940.250000 Penalty: 4924.909180
	Iteration 23Q: 3 clusters Score -2631940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2632009.250000 Penalty: 4924.909180
	Iteration 24Q: 3 clusters Score -2632009 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2632081.750000 Penalty: 4924.909180
	Iteration 25Q: 3 clusters Score -2632082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2632161.000000 Penalty: 4924.909180
	Iteration 26Q: 3 clusters Score -2632161 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2632243.500000 Penalty: 4924.909180
	Iteration 27Q: 3 clusters Score -2632244 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2632315.250000 Penalty: 4924.909180
	Iteration 28Q: 3 clusters Score -2632315 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2632380.750000 Penalty: 4924.909180
	Iteration 29Q: 3 clusters Score -2632381 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2632433.750000 Penalty: 4924.909180
	Iteration 30Q: 3 clusters Score -2632434 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2632504.000000 Penalty: 4924.909180
	Iteration 31Q: 3 clusters Score -2632504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2632559.250000 Penalty: 4924.909180
	Iteration 32Q: 3 clusters Score -2632559 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2632609.500000 Penalty: 4924.909180
	Iteration 33Q: 3 clusters Score -2632610 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2632647.000000 Penalty: 4924.909180
	Iteration 34Q: 3 clusters Score -2632647 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2632693.000000 Penalty: 4924.909180
	Iteration 35Q: 3 clusters Score -2632693 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2632744.750000 Penalty: 4924.909180
	Iteration 36Q: 3 clusters Score -2632745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2632810.250000 Penalty: 4924.909180
	Iteration 37Q: 3 clusters Score -2632810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2632843.000000 Penalty: 4924.909180
	Iteration 38Q: 3 clusters Score -2632843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2632874.250000 Penalty: 4924.909180
	Iteration 39Q: 3 clusters Score -2632874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2632899.500000 Penalty: 4924.909180
	Iteration 40F: 3 clusters Score -2632900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2632912.000000 Penalty: 4924.909180
	Iteration 41Q: 3 clusters Score -2632912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2632938.750000 Penalty: 4924.909180
	Iteration 42Q: 3 clusters Score -2632939 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2632962.500000 Penalty: 4924.909180
	Iteration 43Q: 3 clusters Score -2632962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2632987.000000 Penalty: 4924.909180
	Iteration 44Q: 3 clusters Score -2632987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2633004.000000 Penalty: 4924.909180
	Iteration 45Q: 3 clusters Score -2633004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2633015.250000 Penalty: 4924.909180
	Iteration 46Q: 3 clusters Score -2633015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2633034.750000 Penalty: 4924.909180
	Iteration 47Q: 3 clusters Score -2633035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2633050.500000 Penalty: 4924.909180
	Iteration 48Q: 3 clusters Score -2633050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2633064.250000 Penalty: 4924.909180
	Iteration 49Q: 3 clusters Score -2633064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2633079.000000 Penalty: 4924.909180
	Iteration 50Q: 3 clusters Score -2633079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2633087.750000 Penalty: 4924.909180
	Iteration 51Q: 3 clusters Score -2633088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2633098.000000 Penalty: 4924.909180
	Iteration 52Q: 3 clusters Score -2633098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2633100.000000 Penalty: 4924.909180
	Iteration 53Q: 3 clusters Score -2633100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2633106.750000 Penalty: 4924.909180
	Iteration 54Q: 3 clusters Score -2633107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2633111.250000 Penalty: 4924.909180
	Iteration 55Q: 3 clusters Score -2633111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2633121.750000 Penalty: 4924.909180
	Iteration 56Q: 3 clusters Score -2633122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2633121.250000 Penalty: 4924.909180
	Iteration 57Q: 3 clusters Score -2633121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2633130.500000 Penalty: 4924.909180
	Iteration 58Q: 3 clusters Score -2633130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2633133.750000 Penalty: 4924.909180
	Iteration 59Q: 3 clusters Score -2633134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2633139.000000 Penalty: 4924.909180
	Iteration 60F: 3 clusters Score -2633139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2633145.750000 Penalty: 4924.909180
	Iteration 61Q: 3 clusters Score -2633146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2633145.750000 Penalty: 4924.909180
	Iteration 62Q: 3 clusters Score -2633146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2633155.500000 Penalty: 4924.909180
	Iteration 63Q: 3 clusters Score -2633156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2633160.000000 Penalty: 4924.909180
	Iteration 64Q: 3 clusters Score -2633160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2633157.250000 Penalty: 4924.909180
	Iteration 65Q: 3 clusters Score -2633157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2633163.250000 Penalty: 4924.909180
	Iteration 66Q: 3 clusters Score -2633163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2633165.500000 Penalty: 4924.909180
	Iteration 67Q: 3 clusters Score -2633166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2633168.500000 Penalty: 4924.909180
	Iteration 68Q: 3 clusters Score -2633168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2633177.000000 Penalty: 4924.909180
	Iteration 69Q: 3 clusters Score -2633177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2633181.500000 Penalty: 4924.909180
	Iteration 70Q: 3 clusters Score -2633182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2633186.000000 Penalty: 4924.909180
	Iteration 71Q: 3 clusters Score -2633186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2633190.000000 Penalty: 4924.909180
	Iteration 72Q: 3 clusters Score -2633190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2633192.000000 Penalty: 4924.909180
	Iteration 73Q: 3 clusters Score -2633192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2633188.500000 Penalty: 4924.909180
	Iteration 74Q: 3 clusters Score -2633188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2633195.250000 Penalty: 4924.909180
	Iteration 75Q: 3 clusters Score -2633195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2633195.000000 Penalty: 4924.909180
	Iteration 76Q: 3 clusters Score -2633195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2633198.500000 Penalty: 4924.909180
	Iteration 77Q: 3 clusters Score -2633198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2633199.000000 Penalty: 4924.909180
	Iteration 78Q: 3 clusters Score -2633199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2633207.250000 Penalty: 4924.909180
	Iteration 79Q: 3 clusters Score -2633207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2633209.250000 Penalty: 4924.909180
	Iteration 80F: 3 clusters Score -2633209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2633210.750000 Penalty: 4924.909180
	Iteration 81Q: 3 clusters Score -2633211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2633211.250000 Penalty: 4924.909180
	Iteration 82Q: 3 clusters Score -2633211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2633219.750000 Penalty: 4924.909180
	Iteration 83Q: 3 clusters Score -2633220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2633221.750000 Penalty: 4924.909180
	Iteration 84Q: 3 clusters Score -2633222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2633222.500000 Penalty: 4924.909180
	Iteration 85Q: 3 clusters Score -2633222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2633225.250000 Penalty: 4924.909180
	Iteration 86Q: 3 clusters Score -2633225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2633223.750000 Penalty: 4924.909180
	Iteration 87Q: 3 clusters Score -2633224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2633226.250000 Penalty: 4924.909180
	Iteration 88Q: 3 clusters Score -2633226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2633227.500000 Penalty: 4924.909180
	Iteration 89Q: 3 clusters Score -2633228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2633230.750000 Penalty: 4924.909180
	Iteration 90Q: 3 clusters Score -2633231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2633231.000000 Penalty: 4924.909180
	Iteration 91Q: 3 clusters Score -2633231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2633227.750000 Penalty: 4924.909180
	Iteration 92Q: 3 clusters Score -2633228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2633231.000000 Penalty: 4924.909180
	Iteration 93Q: 3 clusters Score -2633231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2633231.000000 Penalty: 4924.909180
	Iteration 94Q: 3 clusters Score -2633231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2633229.500000 Penalty: 4924.909180
	Iteration 95Q: 3 clusters Score -2633230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2633229.750000 Penalty: 4924.909180
	Iteration 96Q: 3 clusters Score -2633230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2633228.500000 Penalty: 4924.909180
	Iteration 97Q: 3 clusters Score -2633228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2633233.250000 Penalty: 4924.909180
	Iteration 98Q: 3 clusters Score -2633233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2633230.750000 Penalty: 4924.909180
	Iteration 99Q: 3 clusters Score -2633231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2633233.000000 Penalty: 4924.909180
	Iteration 100F: 3 clusters Score -2633233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -162255.593750 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -162255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -160139.343750 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -160139.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160560.906250 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -160560.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160668.312500 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -160668.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160720.625000 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -160720.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160739.812500 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -160739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160753.328125 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -160753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160758.906250 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -160758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160758.906250 Penalty: 3521.204102
	Iteration 7F: 3 clusters Score -160758.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Entering Unmasked Estep 
Score: -2490915.250000 Penalty: 2449.913086
	Iteration 0F: 2 clusters Score -2490915 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 9731 members 
Entering Unmasked Estep 
Score: -2477263.250000 Penalty: 4899.826172
	Iteration 0F: 3 clusters Score -2477263 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2481891.000000 Penalty: 4899.826172
	Iteration 1F: 3 clusters Score -2481891 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2482568.750000 Penalty: 4899.826172
	Iteration 2F: 3 clusters Score -2482569 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2483235.750000 Penalty: 4899.826172
	Iteration 3F: 3 clusters Score -2483236 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2483898.500000 Penalty: 4899.826172
	Iteration 4F: 3 clusters Score -2483898 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2484702.500000 Penalty: 4899.826172
	Iteration 5F: 3 clusters Score -2484702 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2485635.500000 Penalty: 4899.826172
	Iteration 6F: 3 clusters Score -2485636 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2486686.500000 Penalty: 4899.826172
	Iteration 7F: 3 clusters Score -2486686 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2487697.750000 Penalty: 4899.826172
	Iteration 8F: 3 clusters Score -2487698 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2488526.500000 Penalty: 4899.826172
	Iteration 9F: 3 clusters Score -2488526 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2489039.500000 Penalty: 4899.826172
	Iteration 10Q: 3 clusters Score -2489040 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2489305.750000 Penalty: 4899.826172
	Iteration 11Q: 3 clusters Score -2489306 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2489420.500000 Penalty: 4899.826172
	Iteration 12Q: 3 clusters Score -2489420 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2489485.250000 Penalty: 4899.826172
	Iteration 13Q: 3 clusters Score -2489485 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2489529.500000 Penalty: 4899.826172
	Iteration 14Q: 3 clusters Score -2489530 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2489569.000000 Penalty: 4899.826172
	Iteration 15Q: 3 clusters Score -2489569 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2489589.250000 Penalty: 4899.826172
	Iteration 16Q: 3 clusters Score -2489589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2489608.250000 Penalty: 4899.826172
	Iteration 17Q: 3 clusters Score -2489608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2489610.750000 Penalty: 4899.826172
	Iteration 18Q: 3 clusters Score -2489611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2489619.750000 Penalty: 4899.826172
	Iteration 19Q: 3 clusters Score -2489620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2489624.750000 Penalty: 4899.826172
	Iteration 20F: 3 clusters Score -2489625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2489634.000000 Penalty: 4899.826172
	Iteration 21Q: 3 clusters Score -2489634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2489642.250000 Penalty: 4899.826172
	Iteration 22Q: 3 clusters Score -2489642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2489638.250000 Penalty: 4899.826172
	Iteration 23Q: 3 clusters Score -2489638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2489641.500000 Penalty: 4899.826172
	Iteration 24Q: 3 clusters Score -2489642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2489641.750000 Penalty: 4899.826172
	Iteration 25Q: 3 clusters Score -2489642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2489644.750000 Penalty: 4899.826172
	Iteration 26Q: 3 clusters Score -2489645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2489642.500000 Penalty: 4899.826172
	Iteration 27Q: 3 clusters Score -2489642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2489642.500000 Penalty: 4899.826172
	Iteration 28Q: 3 clusters Score -2489642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2489644.750000 Penalty: 4899.826172
	Iteration 29Q: 3 clusters Score -2489645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2489644.250000 Penalty: 4899.826172
	Iteration 30Q: 3 clusters Score -2489644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2489645.500000 Penalty: 4899.826172
	Iteration 31Q: 3 clusters Score -2489646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2489647.250000 Penalty: 4899.826172
	Iteration 32Q: 3 clusters Score -2489647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2489649.000000 Penalty: 4899.826172
	Iteration 33Q: 3 clusters Score -2489649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2489649.000000 Penalty: 4899.826172
	Iteration 34Q: 3 clusters Score -2489649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2489647.750000 Penalty: 4899.826172
	Iteration 35Q: 3 clusters Score -2489648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2489648.500000 Penalty: 4899.826172
	Iteration 36Q: 3 clusters Score -2489648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2489648.500000 Penalty: 4899.826172
	Iteration 37F: 3 clusters Score -2489648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -60822.531250 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -60822.53 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 248 members 
Entering Unmasked Estep 
Score: -59333.582031 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -59333.58 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59484.511719 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -59484.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59540.375000 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -59540.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59568.878906 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -59568.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59581.308594 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -59581.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59585.468750 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -59585.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59589.238281 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -59589.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59590.335938 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -59590.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59590.335938 Penalty: 3077.460693
	Iteration 8F: 3 clusters Score -59590.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Entering Unmasked Estep 
Score: -3140791.750000 Penalty: 2502.548584
	Iteration 0F: 2 clusters Score -3140792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3124084.000000 Penalty: 5005.097168
	Iteration 0F: 3 clusters Score -3124084 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3129746.500000 Penalty: 5005.097168
	Iteration 1F: 3 clusters Score -3129746 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3130263.750000 Penalty: 5005.097168
	Iteration 2F: 3 clusters Score -3130264 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3130842.250000 Penalty: 5005.097168
	Iteration 3F: 3 clusters Score -3130842 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3131629.250000 Penalty: 5005.097168
	Iteration 4F: 3 clusters Score -3131629 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3132706.500000 Penalty: 5005.097168
	Iteration 5F: 3 clusters Score -3132706 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3134178.750000 Penalty: 5005.097168
	Iteration 6F: 3 clusters Score -3134179 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3135811.000000 Penalty: 5005.097168
	Iteration 7F: 3 clusters Score -3135811 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3137032.000000 Penalty: 5005.097168
	Iteration 8F: 3 clusters Score -3137032 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3137780.250000 Penalty: 5005.097168
	Iteration 9Q: 3 clusters Score -3137780 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3138253.000000 Penalty: 5005.097168
	Iteration 10Q: 3 clusters Score -3138253 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3138623.500000 Penalty: 5005.097168
	Iteration 11Q: 3 clusters Score -3138624 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3139003.000000 Penalty: 5005.097168
	Iteration 12Q: 3 clusters Score -3139003 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3139310.250000 Penalty: 5005.097168
	Iteration 13Q: 3 clusters Score -3139310 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3139555.250000 Penalty: 5005.097168
	Iteration 14Q: 3 clusters Score -3139555 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3139715.750000 Penalty: 5005.097168
	Iteration 15Q: 3 clusters Score -3139716 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3139811.000000 Penalty: 5005.097168
	Iteration 16Q: 3 clusters Score -3139811 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3139884.250000 Penalty: 5005.097168
	Iteration 17Q: 3 clusters Score -3139884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3139923.250000 Penalty: 5005.097168
	Iteration 18Q: 3 clusters Score -3139923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3139969.250000 Penalty: 5005.097168
	Iteration 19Q: 3 clusters Score -3139969 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3139984.250000 Penalty: 5005.097168
	Iteration 20F: 3 clusters Score -3139984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3139998.250000 Penalty: 5005.097168
	Iteration 21Q: 3 clusters Score -3139998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3140006.000000 Penalty: 5005.097168
	Iteration 22Q: 3 clusters Score -3140006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3140016.750000 Penalty: 5005.097168
	Iteration 23Q: 3 clusters Score -3140017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3140031.500000 Penalty: 5005.097168
	Iteration 24Q: 3 clusters Score -3140032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3140042.500000 Penalty: 5005.097168
	Iteration 25Q: 3 clusters Score -3140042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3140048.500000 Penalty: 5005.097168
	Iteration 26Q: 3 clusters Score -3140048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3140057.250000 Penalty: 5005.097168
	Iteration 27Q: 3 clusters Score -3140057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3140064.750000 Penalty: 5005.097168
	Iteration 28Q: 3 clusters Score -3140065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3140058.500000 Penalty: 5005.097168
	Iteration 29Q: 3 clusters Score -3140058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3140054.000000 Penalty: 5005.097168
	Iteration 30Q: 3 clusters Score -3140054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3140057.250000 Penalty: 5005.097168
	Iteration 31Q: 3 clusters Score -3140057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3140062.500000 Penalty: 5005.097168
	Iteration 32Q: 3 clusters Score -3140062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3140058.250000 Penalty: 5005.097168
	Iteration 33Q: 3 clusters Score -3140058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3140060.500000 Penalty: 5005.097168
	Iteration 34Q: 3 clusters Score -3140060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3140057.500000 Penalty: 5005.097168
	Iteration 35Q: 3 clusters Score -3140058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3140058.500000 Penalty: 5005.097168
	Iteration 36Q: 3 clusters Score -3140058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3140058.250000 Penalty: 5005.097168
	Iteration 37Q: 3 clusters Score -3140058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3140060.000000 Penalty: 5005.097168
	Iteration 38Q: 3 clusters Score -3140060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3140061.750000 Penalty: 5005.097168
	Iteration 39Q: 3 clusters Score -3140062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3140065.750000 Penalty: 5005.097168
	Iteration 40F: 3 clusters Score -3140066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3140061.750000 Penalty: 5005.097168
	Iteration 41Q: 3 clusters Score -3140062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3140064.750000 Penalty: 5005.097168
	Iteration 42Q: 3 clusters Score -3140065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3140064.750000 Penalty: 5005.097168
	Iteration 43F: 3 clusters Score -3140065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Entering Unmasked Estep 
Score: -1882443.250000 Penalty: 2377.268066
	Iteration 0F: 2 clusters Score -1882443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1871921.125000 Penalty: 4754.536133
	Iteration 0F: 3 clusters Score -1871921 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1875285.250000 Penalty: 4754.536133
	Iteration 1F: 3 clusters Score -1875285 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1875809.375000 Penalty: 4754.536133
	Iteration 2F: 3 clusters Score -1875809 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1876423.500000 Penalty: 4754.536133
	Iteration 3F: 3 clusters Score -1876424 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1877228.250000 Penalty: 4754.536133
	Iteration 4F: 3 clusters Score -1877228 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1878081.500000 Penalty: 4754.536133
	Iteration 5F: 3 clusters Score -1878082 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1878951.375000 Penalty: 4754.536133
	Iteration 6F: 3 clusters Score -1878951 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1879740.875000 Penalty: 4754.536133
	Iteration 7F: 3 clusters Score -1879741 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1880277.000000 Penalty: 4754.536133
	Iteration 8F: 3 clusters Score -1880277 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1880613.125000 Penalty: 4754.536133
	Iteration 9Q: 3 clusters Score -1880613 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1880781.250000 Penalty: 4754.536133
	Iteration 10Q: 3 clusters Score -1880781 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1880869.250000 Penalty: 4754.536133
	Iteration 11Q: 3 clusters Score -1880869 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1880914.875000 Penalty: 4754.536133
	Iteration 12Q: 3 clusters Score -1880915 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1880955.125000 Penalty: 4754.536133
	Iteration 13Q: 3 clusters Score -1880955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1880964.875000 Penalty: 4754.536133
	Iteration 14Q: 3 clusters Score -1880965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1880974.875000 Penalty: 4754.536133
	Iteration 15Q: 3 clusters Score -1880975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1880988.625000 Penalty: 4754.536133
	Iteration 16Q: 3 clusters Score -1880989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1880998.750000 Penalty: 4754.536133
	Iteration 17Q: 3 clusters Score -1880999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1881000.125000 Penalty: 4754.536133
	Iteration 18Q: 3 clusters Score -1881000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1881005.125000 Penalty: 4754.536133
	Iteration 19Q: 3 clusters Score -1881005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1881007.125000 Penalty: 4754.536133
	Iteration 20F: 3 clusters Score -1881007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1881008.250000 Penalty: 4754.536133
	Iteration 21Q: 3 clusters Score -1881008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1881007.750000 Penalty: 4754.536133
	Iteration 22Q: 3 clusters Score -1881008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1881010.375000 Penalty: 4754.536133
	Iteration 23Q: 3 clusters Score -1881010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1881010.625000 Penalty: 4754.536133
	Iteration 24Q: 3 clusters Score -1881011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1881010.875000 Penalty: 4754.536133
	Iteration 25Q: 3 clusters Score -1881011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1881014.500000 Penalty: 4754.536133
	Iteration 26Q: 3 clusters Score -1881014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1881014.500000 Penalty: 4754.536133
	Iteration 27Q: 3 clusters Score -1881014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1881016.375000 Penalty: 4754.536133
	Iteration 28Q: 3 clusters Score -1881016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1881019.000000 Penalty: 4754.536133
	Iteration 29Q: 3 clusters Score -1881019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1881017.125000 Penalty: 4754.536133
	Iteration 30Q: 3 clusters Score -1881017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1881013.625000 Penalty: 4754.536133
	Iteration 31Q: 3 clusters Score -1881014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1881014.375000 Penalty: 4754.536133
	Iteration 32Q: 3 clusters Score -1881014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1881014.125000 Penalty: 4754.536133
	Iteration 33Q: 3 clusters Score -1881014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1881013.125000 Penalty: 4754.536133
	Iteration 34Q: 3 clusters Score -1881013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1881015.625000 Penalty: 4754.536133
	Iteration 35Q: 3 clusters Score -1881016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1881020.000000 Penalty: 4754.536133
	Iteration 36Q: 3 clusters Score -1881020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1881021.125000 Penalty: 4754.536133
	Iteration 37Q: 3 clusters Score -1881021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1881022.875000 Penalty: 4754.536133
	Iteration 38Q: 3 clusters Score -1881023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1881021.625000 Penalty: 4754.536133
	Iteration 39Q: 3 clusters Score -1881022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1881019.000000 Penalty: 4754.536133
	Iteration 40F: 3 clusters Score -1881019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1881020.625000 Penalty: 4754.536133
	Iteration 41Q: 3 clusters Score -1881021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1881020.500000 Penalty: 4754.536133
	Iteration 42Q: 3 clusters Score -1881020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1881020.375000 Penalty: 4754.536133
	Iteration 43Q: 3 clusters Score -1881020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1881021.125000 Penalty: 4754.536133
	Iteration 44Q: 3 clusters Score -1881021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1881022.000000 Penalty: 4754.536133
	Iteration 45Q: 3 clusters Score -1881022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1881020.375000 Penalty: 4754.536133
	Iteration 46Q: 3 clusters Score -1881020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1881022.250000 Penalty: 4754.536133
	Iteration 47Q: 3 clusters Score -1881022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1881019.625000 Penalty: 4754.536133
	Iteration 48Q: 3 clusters Score -1881020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1881019.750000 Penalty: 4754.536133
	Iteration 49Q: 3 clusters Score -1881020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1881019.750000 Penalty: 4754.536133
	Iteration 50F: 3 clusters Score -1881020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Entering Unmasked Estep 
Score: -23199036.000000 Penalty: 2988.554443
	Iteration 0F: 2 clusters Score -2.319904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -23088130.000000 Penalty: 5977.108887
	Iteration 0F: 3 clusters Score -2.308813e+07 nChanged 81982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -23136886.000000 Penalty: 5977.108887
	Iteration 1F: 3 clusters Score -2.313689e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -23139218.000000 Penalty: 5977.108887
	Iteration 2Q: 3 clusters Score -2.313922e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -23142890.000000 Penalty: 5977.108887
	Iteration 3Q: 3 clusters Score -2.314289e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -23148650.000000 Penalty: 5977.108887
	Iteration 4F: 3 clusters Score -2.314865e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122645 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -23157656.000000 Penalty: 5977.108887
	Iteration 5F: 3 clusters Score -2.315766e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135609 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -23169422.000000 Penalty: 5977.108887
	Iteration 6F: 3 clusters Score -2.316942e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147290 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -23180230.000000 Penalty: 5977.108887
	Iteration 7F: 3 clusters Score -2.318023e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -23187964.000000 Penalty: 5977.108887
	Iteration 8F: 3 clusters Score -2.318796e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -23192398.000000 Penalty: 5977.108887
	Iteration 9Q: 3 clusters Score -2.31924e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -23194464.000000 Penalty: 5977.108887
	Iteration 10Q: 3 clusters Score -2.319446e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -23195612.000000 Penalty: 5977.108887
	Iteration 11Q: 3 clusters Score -2.319561e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -23196298.000000 Penalty: 5977.108887
	Iteration 12Q: 3 clusters Score -2.31963e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -23196608.000000 Penalty: 5977.108887
	Iteration 13Q: 3 clusters Score -2.319661e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168162 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -23196878.000000 Penalty: 5977.108887
	Iteration 14Q: 3 clusters Score -2.319688e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -23196970.000000 Penalty: 5977.108887
	Iteration 15Q: 3 clusters Score -2.319697e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168794 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23197042.000000 Penalty: 5977.108887
	Iteration 16Q: 3 clusters Score -2.319704e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23197108.000000 Penalty: 5977.108887
	Iteration 17Q: 3 clusters Score -2.319711e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23197132.000000 Penalty: 5977.108887
	Iteration 18Q: 3 clusters Score -2.319713e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -23197180.000000 Penalty: 5977.108887
	Iteration 19Q: 3 clusters Score -2.319718e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -23197214.000000 Penalty: 5977.108887
	Iteration 20F: 3 clusters Score -2.319721e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23197270.000000 Penalty: 5977.108887
	Iteration 21Q: 3 clusters Score -2.319727e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23197282.000000 Penalty: 5977.108887
	Iteration 22Q: 3 clusters Score -2.319728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169519 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23197282.000000 Penalty: 5977.108887
	Iteration 23Q: 3 clusters Score -2.319728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -23197290.000000 Penalty: 5977.108887
	Iteration 24Q: 3 clusters Score -2.319729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -23197282.000000 Penalty: 5977.108887
	Iteration 25Q: 3 clusters Score -2.319728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23197250.000000 Penalty: 5977.108887
	Iteration 26Q: 3 clusters Score -2.319725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23197258.000000 Penalty: 5977.108887
	Iteration 27Q: 3 clusters Score -2.319726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23197258.000000 Penalty: 5977.108887
	Iteration 28Q: 3 clusters Score -2.319726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -23197254.000000 Penalty: 5977.108887
	Iteration 29Q: 3 clusters Score -2.319725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169677 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -23197288.000000 Penalty: 5977.108887
	Iteration 30Q: 3 clusters Score -2.319729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169687 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23197282.000000 Penalty: 5977.108887
	Iteration 31Q: 3 clusters Score -2.319728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169690 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23197290.000000 Penalty: 5977.108887
	Iteration 32Q: 3 clusters Score -2.319729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169694 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23197270.000000 Penalty: 5977.108887
	Iteration 33Q: 3 clusters Score -2.319727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23197272.000000 Penalty: 5977.108887
	Iteration 34Q: 3 clusters Score -2.319727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23197282.000000 Penalty: 5977.108887
	Iteration 35Q: 3 clusters Score -2.319728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -23197294.000000 Penalty: 5977.108887
	Iteration 36Q: 3 clusters Score -2.319729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -23197292.000000 Penalty: 5977.108887
	Iteration 37Q: 3 clusters Score -2.319729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -23197300.000000 Penalty: 5977.108887
	Iteration 38Q: 3 clusters Score -2.31973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169714 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23197288.000000 Penalty: 5977.108887
	Iteration 39Q: 3 clusters Score -2.319729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23197276.000000 Penalty: 5977.108887
	Iteration 40F: 3 clusters Score -2.319728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23197266.000000 Penalty: 5977.108887
	Iteration 41Q: 3 clusters Score -2.319727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -23197268.000000 Penalty: 5977.108887
	Iteration 42Q: 3 clusters Score -2.319727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23197274.000000 Penalty: 5977.108887
	Iteration 43Q: 3 clusters Score -2.319727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -23197276.000000 Penalty: 5977.108887
	Iteration 44Q: 3 clusters Score -2.319728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -23197274.000000 Penalty: 5977.108887
	Iteration 45Q: 3 clusters Score -2.319727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169724 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -23197276.000000 Penalty: 5977.108887
	Iteration 46Q: 3 clusters Score -2.319728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -23197268.000000 Penalty: 5977.108887
	Iteration 47Q: 3 clusters Score -2.319727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23197274.000000 Penalty: 5977.108887
	Iteration 48Q: 3 clusters Score -2.319727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23197274.000000 Penalty: 5977.108887
	Iteration 49F: 3 clusters Score -2.319727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -578536.250000 Penalty: 2066.293213
	Iteration 0F: 2 clusters Score -578536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -574556.500000 Penalty: 4132.586426
	Iteration 0F: 3 clusters Score -574556.5 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -575417.312500 Penalty: 4132.586426
	Iteration 1F: 3 clusters Score -575417.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -575602.187500 Penalty: 4132.586426
	Iteration 2F: 3 clusters Score -575602.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -575740.437500 Penalty: 4132.586426
	Iteration 3F: 3 clusters Score -575740.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -575819.187500 Penalty: 4132.586426
	Iteration 4Q: 3 clusters Score -575819.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -575867.937500 Penalty: 4132.586426
	Iteration 5Q: 3 clusters Score -575867.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -575908.750000 Penalty: 4132.586426
	Iteration 6Q: 3 clusters Score -575908.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -575937.625000 Penalty: 4132.586426
	Iteration 7Q: 3 clusters Score -575937.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -575969.250000 Penalty: 4132.586426
	Iteration 8Q: 3 clusters Score -575969.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -575995.375000 Penalty: 4132.586426
	Iteration 9Q: 3 clusters Score -575995.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -576020.750000 Penalty: 4132.586426
	Iteration 10Q: 3 clusters Score -576020.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -576044.000000 Penalty: 4132.586426
	Iteration 11Q: 3 clusters Score -576044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -576069.562500 Penalty: 4132.586426
	Iteration 12Q: 3 clusters Score -576069.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -576092.625000 Penalty: 4132.586426
	Iteration 13Q: 3 clusters Score -576092.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -576114.750000 Penalty: 4132.586426
	Iteration 14Q: 3 clusters Score -576114.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -576133.000000 Penalty: 4132.586426
	Iteration 15Q: 3 clusters Score -576133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -576146.625000 Penalty: 4132.586426
	Iteration 16Q: 3 clusters Score -576146.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -576159.625000 Penalty: 4132.586426
	Iteration 17Q: 3 clusters Score -576159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -576174.500000 Penalty: 4132.586426
	Iteration 18Q: 3 clusters Score -576174.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -576192.125000 Penalty: 4132.586426
	Iteration 19Q: 3 clusters Score -576192.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -576210.875000 Penalty: 4132.586426
	Iteration 20F: 3 clusters Score -576210.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -576228.562500 Penalty: 4132.586426
	Iteration 21Q: 3 clusters Score -576228.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -576246.625000 Penalty: 4132.586426
	Iteration 22Q: 3 clusters Score -576246.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -576261.625000 Penalty: 4132.586426
	Iteration 23Q: 3 clusters Score -576261.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -576274.187500 Penalty: 4132.586426
	Iteration 24Q: 3 clusters Score -576274.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -576285.250000 Penalty: 4132.586426
	Iteration 25Q: 3 clusters Score -576285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -576295.250000 Penalty: 4132.586426
	Iteration 26Q: 3 clusters Score -576295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -576301.125000 Penalty: 4132.586426
	Iteration 27Q: 3 clusters Score -576301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -576309.812500 Penalty: 4132.586426
	Iteration 28Q: 3 clusters Score -576309.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -576316.187500 Penalty: 4132.586426
	Iteration 29Q: 3 clusters Score -576316.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -576323.437500 Penalty: 4132.586426
	Iteration 30Q: 3 clusters Score -576323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -576330.125000 Penalty: 4132.586426
	Iteration 31Q: 3 clusters Score -576330.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -576339.937500 Penalty: 4132.586426
	Iteration 32Q: 3 clusters Score -576339.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -576348.125000 Penalty: 4132.586426
	Iteration 33Q: 3 clusters Score -576348.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -576360.125000 Penalty: 4132.586426
	Iteration 34Q: 3 clusters Score -576360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -576371.125000 Penalty: 4132.586426
	Iteration 35Q: 3 clusters Score -576371.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -576380.062500 Penalty: 4132.586426
	Iteration 36Q: 3 clusters Score -576380.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -576392.250000 Penalty: 4132.586426
	Iteration 37Q: 3 clusters Score -576392.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -576408.937500 Penalty: 4132.586426
	Iteration 38Q: 3 clusters Score -576408.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -576423.125000 Penalty: 4132.586426
	Iteration 39Q: 3 clusters Score -576423.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -576440.250000 Penalty: 4132.586426
	Iteration 40F: 3 clusters Score -576440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -576450.750000 Penalty: 4132.586426
	Iteration 41Q: 3 clusters Score -576450.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -576460.750000 Penalty: 4132.586426
	Iteration 42Q: 3 clusters Score -576460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -576467.625000 Penalty: 4132.586426
	Iteration 43Q: 3 clusters Score -576467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -576478.687500 Penalty: 4132.586426
	Iteration 44Q: 3 clusters Score -576478.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -576487.562500 Penalty: 4132.586426
	Iteration 45Q: 3 clusters Score -576487.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -576502.437500 Penalty: 4132.586426
	Iteration 46Q: 3 clusters Score -576502.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -576515.312500 Penalty: 4132.586426
	Iteration 47Q: 3 clusters Score -576515.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -576524.312500 Penalty: 4132.586426
	Iteration 48Q: 3 clusters Score -576524.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -576538.250000 Penalty: 4132.586426
	Iteration 49Q: 3 clusters Score -576538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -576550.500000 Penalty: 4132.586426
	Iteration 50Q: 3 clusters Score -576550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -576557.500000 Penalty: 4132.586426
	Iteration 51Q: 3 clusters Score -576557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -576564.937500 Penalty: 4132.586426
	Iteration 52Q: 3 clusters Score -576564.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -576573.875000 Penalty: 4132.586426
	Iteration 53Q: 3 clusters Score -576573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -576581.812500 Penalty: 4132.586426
	Iteration 54Q: 3 clusters Score -576581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -576588.187500 Penalty: 4132.586426
	Iteration 55Q: 3 clusters Score -576588.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -576598.812500 Penalty: 4132.586426
	Iteration 56Q: 3 clusters Score -576598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -576604.125000 Penalty: 4132.586426
	Iteration 57Q: 3 clusters Score -576604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -576610.437500 Penalty: 4132.586426
	Iteration 58Q: 3 clusters Score -576610.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -576616.000000 Penalty: 4132.586426
	Iteration 59Q: 3 clusters Score -576616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -576621.000000 Penalty: 4132.586426
	Iteration 60F: 3 clusters Score -576621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -576624.187500 Penalty: 4132.586426
	Iteration 61Q: 3 clusters Score -576624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -576624.312500 Penalty: 4132.586426
	Iteration 62Q: 3 clusters Score -576624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -576624.312500 Penalty: 4132.586426
	Iteration 63F: 3 clusters Score -576624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1287122.875000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1287123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1279635.625000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1279636 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1281697.875000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1281698 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1281968.375000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1281968 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1282136.375000 Penalty: 4551.787109
	Iteration 3Q: 3 clusters Score -1282136 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1282286.500000 Penalty: 4551.787109
	Iteration 4Q: 3 clusters Score -1282286 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1282421.625000 Penalty: 4551.787109
	Iteration 5Q: 3 clusters Score -1282422 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1282573.500000 Penalty: 4551.787109
	Iteration 6Q: 3 clusters Score -1282574 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1282734.250000 Penalty: 4551.787109
	Iteration 7Q: 3 clusters Score -1282734 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1282902.250000 Penalty: 4551.787109
	Iteration 8Q: 3 clusters Score -1282902 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1283078.250000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1283078 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1283257.875000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1283258 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1283435.500000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1283436 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1283604.750000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1283605 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1283768.125000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1283768 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1283929.250000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1283929 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1284087.250000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1284087 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1284243.625000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1284244 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1284376.250000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1284376 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1284497.625000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1284498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1284606.250000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1284606 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1284703.625000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1284704 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1284785.500000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1284786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1284855.250000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1284855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1284909.750000 Penalty: 4551.787109
	Iteration 23Q: 3 clusters Score -1284910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1284943.000000 Penalty: 4551.787109
	Iteration 24Q: 3 clusters Score -1284943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1284980.500000 Penalty: 4551.787109
	Iteration 25Q: 3 clusters Score -1284980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1285004.500000 Penalty: 4551.787109
	Iteration 26Q: 3 clusters Score -1285004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1285030.250000 Penalty: 4551.787109
	Iteration 27Q: 3 clusters Score -1285030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1285042.250000 Penalty: 4551.787109
	Iteration 28Q: 3 clusters Score -1285042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1285052.125000 Penalty: 4551.787109
	Iteration 29Q: 3 clusters Score -1285052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1285061.500000 Penalty: 4551.787109
	Iteration 30Q: 3 clusters Score -1285062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1285067.000000 Penalty: 4551.787109
	Iteration 31Q: 3 clusters Score -1285067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1285073.375000 Penalty: 4551.787109
	Iteration 32Q: 3 clusters Score -1285073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1285083.375000 Penalty: 4551.787109
	Iteration 33Q: 3 clusters Score -1285083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1285092.125000 Penalty: 4551.787109
	Iteration 34Q: 3 clusters Score -1285092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1285098.125000 Penalty: 4551.787109
	Iteration 35Q: 3 clusters Score -1285098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1285108.250000 Penalty: 4551.787109
	Iteration 36Q: 3 clusters Score -1285108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1285114.500000 Penalty: 4551.787109
	Iteration 37Q: 3 clusters Score -1285114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1285117.625000 Penalty: 4551.787109
	Iteration 38Q: 3 clusters Score -1285118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1285119.500000 Penalty: 4551.787109
	Iteration 39Q: 3 clusters Score -1285120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1285121.000000 Penalty: 4551.787109
	Iteration 40F: 3 clusters Score -1285121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1285123.750000 Penalty: 4551.787109
	Iteration 41Q: 3 clusters Score -1285124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1285126.375000 Penalty: 4551.787109
	Iteration 42Q: 3 clusters Score -1285126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1285127.250000 Penalty: 4551.787109
	Iteration 43Q: 3 clusters Score -1285127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1285128.125000 Penalty: 4551.787109
	Iteration 44Q: 3 clusters Score -1285128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1285129.875000 Penalty: 4551.787109
	Iteration 45Q: 3 clusters Score -1285130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1285133.000000 Penalty: 4551.787109
	Iteration 46Q: 3 clusters Score -1285133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1285133.875000 Penalty: 4551.787109
	Iteration 47Q: 3 clusters Score -1285134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1285134.000000 Penalty: 4551.787109
	Iteration 48Q: 3 clusters Score -1285134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1285138.375000 Penalty: 4551.787109
	Iteration 49Q: 3 clusters Score -1285138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1285144.750000 Penalty: 4551.787109
	Iteration 50Q: 3 clusters Score -1285145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1285143.625000 Penalty: 4551.787109
	Iteration 51Q: 3 clusters Score -1285144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1285146.125000 Penalty: 4551.787109
	Iteration 52Q: 3 clusters Score -1285146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1285147.625000 Penalty: 4551.787109
	Iteration 53Q: 3 clusters Score -1285148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1285147.625000 Penalty: 4551.787109
	Iteration 54F: 3 clusters Score -1285148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -237321.265625 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -237321.3 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 1152 members 
Entering Unmasked Estep 
Score: -235088.046875 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -235088 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -238066.437500 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -238066.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -239876.921875 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -239876.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -241288.375000 Penalty: 3830.228516
	Iteration 3F: 3 clusters Score -241288.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -242504.031250 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -242504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -242971.343750 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -242971.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -243396.390625 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -243396.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243785.656250 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -243785.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -244263.312500 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -244263.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -244479.140625 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -244479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -244527.593750 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -244527.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -244573.562500 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -244573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -244592.875000 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -244592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -244615.953125 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -244616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -244667.890625 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -244667.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -244731.187500 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -244731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -244802.812500 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -244802.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -244891.046875 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -244891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -245029.421875 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -245029.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245184.906250 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -245184.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -245560.250000 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -245560.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -246227.843750 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -246227.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -246658.187500 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -246658.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -247243.843750 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -247243.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -247641.046875 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -247641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -248271.343750 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -248271.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -248287.703125 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -248287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -248292.343750 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -248292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -248294.750000 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -248294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -248297.156250 Penalty: 3830.228516
	Iteration 29F: 3 clusters Score -248297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -248300.218750 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -248300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -248309.250000 Penalty: 3830.228516
	Iteration 31Q: 3 clusters Score -248309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -248323.328125 Penalty: 3830.228516
	Iteration 32Q: 3 clusters Score -248323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -248327.937500 Penalty: 3830.228516
	Iteration 33Q: 3 clusters Score -248327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -248327.937500 Penalty: 3830.228516
	Iteration 34F: 3 clusters Score -248327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 19510 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 24123 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 11 contains 171206 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 180170 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 195342 members 
Mstep: Class 22 contains 175119 members 
Entering Unmasked Estep 
Score: -126323016.000000 Penalty: 71720.562500
Splitting cluster 14 changes total score from -126313304.000000 to -126323016.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -3052300.500000 Penalty: 2481.979492
	Iteration 0F: 2 clusters Score -3052300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3036799.250000 Penalty: 4963.958984
	Iteration 0F: 3 clusters Score -3036799 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3042037.250000 Penalty: 4963.958984
	Iteration 1F: 3 clusters Score -3042037 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3042472.750000 Penalty: 4963.958984
	Iteration 2F: 3 clusters Score -3042473 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3042836.250000 Penalty: 4963.958984
	Iteration 3Q: 3 clusters Score -3042836 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3043205.500000 Penalty: 4963.958984
	Iteration 4Q: 3 clusters Score -3043206 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3043651.250000 Penalty: 4963.958984
	Iteration 5Q: 3 clusters Score -3043651 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3044198.750000 Penalty: 4963.958984
	Iteration 6Q: 3 clusters Score -3044199 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3044993.500000 Penalty: 4963.958984
	Iteration 7F: 3 clusters Score -3044994 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3045965.750000 Penalty: 4963.958984
	Iteration 8F: 3 clusters Score -3045966 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3046986.000000 Penalty: 4963.958984
	Iteration 9F: 3 clusters Score -3046986 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3047937.500000 Penalty: 4963.958984
	Iteration 10F: 3 clusters Score -3047938 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3048667.750000 Penalty: 4963.958984
	Iteration 11Q: 3 clusters Score -3048668 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3049099.500000 Penalty: 4963.958984
	Iteration 12Q: 3 clusters Score -3049100 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3049325.000000 Penalty: 4963.958984
	Iteration 13Q: 3 clusters Score -3049325 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3049472.500000 Penalty: 4963.958984
	Iteration 14Q: 3 clusters Score -3049472 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3049572.500000 Penalty: 4963.958984
	Iteration 15Q: 3 clusters Score -3049572 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3049640.750000 Penalty: 4963.958984
	Iteration 16Q: 3 clusters Score -3049641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3049697.750000 Penalty: 4963.958984
	Iteration 17Q: 3 clusters Score -3049698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3049735.500000 Penalty: 4963.958984
	Iteration 18Q: 3 clusters Score -3049736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3049783.250000 Penalty: 4963.958984
	Iteration 19Q: 3 clusters Score -3049783 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3049809.750000 Penalty: 4963.958984
	Iteration 20F: 3 clusters Score -3049810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3049825.000000 Penalty: 4963.958984
	Iteration 21Q: 3 clusters Score -3049825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3049844.250000 Penalty: 4963.958984
	Iteration 22Q: 3 clusters Score -3049844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3049880.000000 Penalty: 4963.958984
	Iteration 23Q: 3 clusters Score -3049880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3049901.250000 Penalty: 4963.958984
	Iteration 24Q: 3 clusters Score -3049901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3049899.000000 Penalty: 4963.958984
	Iteration 25Q: 3 clusters Score -3049899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3049912.750000 Penalty: 4963.958984
	Iteration 26Q: 3 clusters Score -3049913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3049928.500000 Penalty: 4963.958984
	Iteration 27Q: 3 clusters Score -3049928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3049934.750000 Penalty: 4963.958984
	Iteration 28Q: 3 clusters Score -3049935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3049939.500000 Penalty: 4963.958984
	Iteration 29Q: 3 clusters Score -3049940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3049939.500000 Penalty: 4963.958984
	Iteration 30Q: 3 clusters Score -3049940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3049941.750000 Penalty: 4963.958984
	Iteration 31Q: 3 clusters Score -3049942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3049945.750000 Penalty: 4963.958984
	Iteration 32Q: 3 clusters Score -3049946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3049948.250000 Penalty: 4963.958984
	Iteration 33Q: 3 clusters Score -3049948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3049955.000000 Penalty: 4963.958984
	Iteration 34Q: 3 clusters Score -3049955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3049958.500000 Penalty: 4963.958984
	Iteration 35Q: 3 clusters Score -3049958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3049965.750000 Penalty: 4963.958984
	Iteration 36Q: 3 clusters Score -3049966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3049975.750000 Penalty: 4963.958984
	Iteration 37Q: 3 clusters Score -3049976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3049989.500000 Penalty: 4963.958984
	Iteration 38Q: 3 clusters Score -3049990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3050005.250000 Penalty: 4963.958984
	Iteration 39Q: 3 clusters Score -3050005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3050005.750000 Penalty: 4963.958984
	Iteration 40F: 3 clusters Score -3050006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3050011.000000 Penalty: 4963.958984
	Iteration 41Q: 3 clusters Score -3050011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3050016.000000 Penalty: 4963.958984
	Iteration 42Q: 3 clusters Score -3050016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3050024.000000 Penalty: 4963.958984
	Iteration 43Q: 3 clusters Score -3050024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3050027.750000 Penalty: 4963.958984
	Iteration 44Q: 3 clusters Score -3050028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3050027.750000 Penalty: 4963.958984
	Iteration 45Q: 3 clusters Score -3050028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3050027.750000 Penalty: 4963.958984
	Iteration 46Q: 3 clusters Score -3050028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3050036.000000 Penalty: 4963.958984
	Iteration 47Q: 3 clusters Score -3050036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3050033.750000 Penalty: 4963.958984
	Iteration 48Q: 3 clusters Score -3050034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3050041.500000 Penalty: 4963.958984
	Iteration 49Q: 3 clusters Score -3050042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3050050.000000 Penalty: 4963.958984
	Iteration 50Q: 3 clusters Score -3050050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3050056.750000 Penalty: 4963.958984
	Iteration 51Q: 3 clusters Score -3050057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3050068.000000 Penalty: 4963.958984
	Iteration 52Q: 3 clusters Score -3050068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3050062.250000 Penalty: 4963.958984
	Iteration 53Q: 3 clusters Score -3050062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3050069.250000 Penalty: 4963.958984
	Iteration 54Q: 3 clusters Score -3050069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3050070.000000 Penalty: 4963.958984
	Iteration 55Q: 3 clusters Score -3050070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3050071.000000 Penalty: 4963.958984
	Iteration 56Q: 3 clusters Score -3050071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3050071.750000 Penalty: 4963.958984
	Iteration 57Q: 3 clusters Score -3050072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3050077.750000 Penalty: 4963.958984
	Iteration 58Q: 3 clusters Score -3050078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3050078.250000 Penalty: 4963.958984
	Iteration 59Q: 3 clusters Score -3050078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3050078.250000 Penalty: 4963.958984
	Iteration 60F: 3 clusters Score -3050078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3050082.000000 Penalty: 4963.958984
	Iteration 61Q: 3 clusters Score -3050082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3050083.750000 Penalty: 4963.958984
	Iteration 62Q: 3 clusters Score -3050084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3050081.750000 Penalty: 4963.958984
	Iteration 63Q: 3 clusters Score -3050082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3050085.000000 Penalty: 4963.958984
	Iteration 64Q: 3 clusters Score -3050085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3050085.500000 Penalty: 4963.958984
	Iteration 65Q: 3 clusters Score -3050086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3050090.000000 Penalty: 4963.958984
	Iteration 66Q: 3 clusters Score -3050090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3050087.750000 Penalty: 4963.958984
	Iteration 67Q: 3 clusters Score -3050088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3050092.000000 Penalty: 4963.958984
	Iteration 68Q: 3 clusters Score -3050092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3050089.750000 Penalty: 4963.958984
	Iteration 69Q: 3 clusters Score -3050090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3050093.250000 Penalty: 4963.958984
	Iteration 70Q: 3 clusters Score -3050093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3050093.500000 Penalty: 4963.958984
	Iteration 71Q: 3 clusters Score -3050094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3050096.750000 Penalty: 4963.958984
	Iteration 72Q: 3 clusters Score -3050097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3050096.750000 Penalty: 4963.958984
	Iteration 73Q: 3 clusters Score -3050097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3050097.000000 Penalty: 4963.958984
	Iteration 74Q: 3 clusters Score -3050097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3050095.000000 Penalty: 4963.958984
	Iteration 75Q: 3 clusters Score -3050095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3050095.750000 Penalty: 4963.958984
	Iteration 76Q: 3 clusters Score -3050096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3050105.750000 Penalty: 4963.958984
	Iteration 77Q: 3 clusters Score -3050106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3050110.750000 Penalty: 4963.958984
	Iteration 78Q: 3 clusters Score -3050111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3050109.500000 Penalty: 4963.958984
	Iteration 79Q: 3 clusters Score -3050110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3050111.000000 Penalty: 4963.958984
	Iteration 80F: 3 clusters Score -3050111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3050112.250000 Penalty: 4963.958984
	Iteration 81Q: 3 clusters Score -3050112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3050114.750000 Penalty: 4963.958984
	Iteration 82Q: 3 clusters Score -3050115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3050116.750000 Penalty: 4963.958984
	Iteration 83Q: 3 clusters Score -3050117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3050123.000000 Penalty: 4963.958984
	Iteration 84Q: 3 clusters Score -3050123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3050121.250000 Penalty: 4963.958984
	Iteration 85Q: 3 clusters Score -3050121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3050126.250000 Penalty: 4963.958984
	Iteration 86Q: 3 clusters Score -3050126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3050119.750000 Penalty: 4963.958984
	Iteration 87Q: 3 clusters Score -3050120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3050119.250000 Penalty: 4963.958984
	Iteration 88Q: 3 clusters Score -3050119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3050123.750000 Penalty: 4963.958984
	Iteration 89Q: 3 clusters Score -3050124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3050122.000000 Penalty: 4963.958984
	Iteration 90Q: 3 clusters Score -3050122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3050128.750000 Penalty: 4963.958984
	Iteration 91Q: 3 clusters Score -3050129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3050129.750000 Penalty: 4963.958984
	Iteration 92Q: 3 clusters Score -3050130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3050129.750000 Penalty: 4963.958984
	Iteration 93F: 3 clusters Score -3050130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Entering Unmasked Estep 
Score: -9154574.000000 Penalty: 2763.160156
	Iteration 0F: 2 clusters Score -9154574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -9108337.000000 Penalty: 5526.320312
	Iteration 0F: 3 clusters Score -9108337 nChanged 32083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -9126451.000000 Penalty: 5526.320312
	Iteration 1F: 3 clusters Score -9126451 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -9127176.000000 Penalty: 5526.320312
	Iteration 2Q: 3 clusters Score -9127176 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9128016.000000 Penalty: 5526.320312
	Iteration 3Q: 3 clusters Score -9128016 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -9129043.000000 Penalty: 5526.320312
	Iteration 4Q: 3 clusters Score -9129043 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -9130448.000000 Penalty: 5526.320312
	Iteration 5Q: 3 clusters Score -9130448 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -9132168.000000 Penalty: 5526.320312
	Iteration 6F: 3 clusters Score -9132168 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -9133999.000000 Penalty: 5526.320312
	Iteration 7F: 3 clusters Score -9133999 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9135807.000000 Penalty: 5526.320312
	Iteration 8F: 3 clusters Score -9135807 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -9137486.000000 Penalty: 5526.320312
	Iteration 9F: 3 clusters Score -9137486 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -9138985.000000 Penalty: 5526.320312
	Iteration 10Q: 3 clusters Score -9138985 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -9140286.000000 Penalty: 5526.320312
	Iteration 11Q: 3 clusters Score -9140286 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -9141332.000000 Penalty: 5526.320312
	Iteration 12Q: 3 clusters Score -9141332 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -9142071.000000 Penalty: 5526.320312
	Iteration 13Q: 3 clusters Score -9142071 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -9142605.000000 Penalty: 5526.320312
	Iteration 14Q: 3 clusters Score -9142605 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -9143017.000000 Penalty: 5526.320312
	Iteration 15Q: 3 clusters Score -9143017 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -9143305.000000 Penalty: 5526.320312
	Iteration 16Q: 3 clusters Score -9143305 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -9143581.000000 Penalty: 5526.320312
	Iteration 17Q: 3 clusters Score -9143581 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -9143861.000000 Penalty: 5526.320312
	Iteration 18Q: 3 clusters Score -9143861 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -9144151.000000 Penalty: 5526.320312
	Iteration 19Q: 3 clusters Score -9144151 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -9144505.000000 Penalty: 5526.320312
	Iteration 20F: 3 clusters Score -9144505 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -9144863.000000 Penalty: 5526.320312
	Iteration 21Q: 3 clusters Score -9144863 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -9145295.000000 Penalty: 5526.320312
	Iteration 22Q: 3 clusters Score -9145295 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -9145653.000000 Penalty: 5526.320312
	Iteration 23Q: 3 clusters Score -9145653 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -9146108.000000 Penalty: 5526.320312
	Iteration 24Q: 3 clusters Score -9146108 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -9146519.000000 Penalty: 5526.320312
	Iteration 25Q: 3 clusters Score -9146519 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -9147064.000000 Penalty: 5526.320312
	Iteration 26Q: 3 clusters Score -9147064 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -9147593.000000 Penalty: 5526.320312
	Iteration 27Q: 3 clusters Score -9147593 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -9148145.000000 Penalty: 5526.320312
	Iteration 28Q: 3 clusters Score -9148145 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -9148711.000000 Penalty: 5526.320312
	Iteration 29Q: 3 clusters Score -9148711 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -9149198.000000 Penalty: 5526.320312
	Iteration 30Q: 3 clusters Score -9149198 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -9149663.000000 Penalty: 5526.320312
	Iteration 31Q: 3 clusters Score -9149663 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -9150110.000000 Penalty: 5526.320312
	Iteration 32Q: 3 clusters Score -9150110 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -9150489.000000 Penalty: 5526.320312
	Iteration 33Q: 3 clusters Score -9150489 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -9150802.000000 Penalty: 5526.320312
	Iteration 34Q: 3 clusters Score -9150802 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -9151032.000000 Penalty: 5526.320312
	Iteration 35Q: 3 clusters Score -9151032 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -9151266.000000 Penalty: 5526.320312
	Iteration 36Q: 3 clusters Score -9151266 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -9151495.000000 Penalty: 5526.320312
	Iteration 37Q: 3 clusters Score -9151495 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -9151696.000000 Penalty: 5526.320312
	Iteration 38Q: 3 clusters Score -9151696 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -9151883.000000 Penalty: 5526.320312
	Iteration 39Q: 3 clusters Score -9151883 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -9151954.000000 Penalty: 5526.320312
	Iteration 40F: 3 clusters Score -9151954 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -9152055.000000 Penalty: 5526.320312
	Iteration 41Q: 3 clusters Score -9152055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -9152100.000000 Penalty: 5526.320312
	Iteration 42Q: 3 clusters Score -9152100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -9152133.000000 Penalty: 5526.320312
	Iteration 43Q: 3 clusters Score -9152133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -9152184.000000 Penalty: 5526.320312
	Iteration 44Q: 3 clusters Score -9152184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -9152181.000000 Penalty: 5526.320312
	Iteration 45Q: 3 clusters Score -9152181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -9152198.000000 Penalty: 5526.320312
	Iteration 46Q: 3 clusters Score -9152198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -9152230.000000 Penalty: 5526.320312
	Iteration 47Q: 3 clusters Score -9152230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -9152257.000000 Penalty: 5526.320312
	Iteration 48Q: 3 clusters Score -9152257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -9152266.000000 Penalty: 5526.320312
	Iteration 49Q: 3 clusters Score -9152266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -9152269.000000 Penalty: 5526.320312
	Iteration 50Q: 3 clusters Score -9152269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -9152271.000000 Penalty: 5526.320312
	Iteration 51Q: 3 clusters Score -9152271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -9152277.000000 Penalty: 5526.320312
	Iteration 52Q: 3 clusters Score -9152277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -9152288.000000 Penalty: 5526.320312
	Iteration 53Q: 3 clusters Score -9152288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -9152288.000000 Penalty: 5526.320312
	Iteration 54Q: 3 clusters Score -9152288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -9152285.000000 Penalty: 5526.320312
	Iteration 55Q: 3 clusters Score -9152285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -9152284.000000 Penalty: 5526.320312
	Iteration 56Q: 3 clusters Score -9152284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -9152294.000000 Penalty: 5526.320312
	Iteration 57Q: 3 clusters Score -9152294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -9152288.000000 Penalty: 5526.320312
	Iteration 58Q: 3 clusters Score -9152288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -9152298.000000 Penalty: 5526.320312
	Iteration 59Q: 3 clusters Score -9152298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -9152293.000000 Penalty: 5526.320312
	Iteration 60F: 3 clusters Score -9152293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -9152302.000000 Penalty: 5526.320312
	Iteration 61Q: 3 clusters Score -9152302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -9152305.000000 Penalty: 5526.320312
	Iteration 62Q: 3 clusters Score -9152305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -9152312.000000 Penalty: 5526.320312
	Iteration 63Q: 3 clusters Score -9152312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -9152301.000000 Penalty: 5526.320312
	Iteration 64Q: 3 clusters Score -9152301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -9152291.000000 Penalty: 5526.320312
	Iteration 65Q: 3 clusters Score -9152291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -9152292.000000 Penalty: 5526.320312
	Iteration 66Q: 3 clusters Score -9152292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -9152296.000000 Penalty: 5526.320312
	Iteration 67Q: 3 clusters Score -9152296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -9152291.000000 Penalty: 5526.320312
	Iteration 68Q: 3 clusters Score -9152291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -9152305.000000 Penalty: 5526.320312
	Iteration 69Q: 3 clusters Score -9152305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -9152307.000000 Penalty: 5526.320312
	Iteration 70Q: 3 clusters Score -9152307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -9152308.000000 Penalty: 5526.320312
	Iteration 71Q: 3 clusters Score -9152308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -9152314.000000 Penalty: 5526.320312
	Iteration 72Q: 3 clusters Score -9152314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -9152307.000000 Penalty: 5526.320312
	Iteration 73Q: 3 clusters Score -9152307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -9152325.000000 Penalty: 5526.320312
	Iteration 74Q: 3 clusters Score -9152325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -9152326.000000 Penalty: 5526.320312
	Iteration 75Q: 3 clusters Score -9152326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -9152326.000000 Penalty: 5526.320312
	Iteration 76Q: 3 clusters Score -9152326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -9152322.000000 Penalty: 5526.320312
	Iteration 77Q: 3 clusters Score -9152322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -9152322.000000 Penalty: 5526.320312
	Iteration 78F: 3 clusters Score -9152322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -748072.437500 Penalty: 2131.074463
	Iteration 0F: 2 clusters Score -748072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -743276.937500 Penalty: 4262.148926
	Iteration 0F: 3 clusters Score -743276.9 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -744422.937500 Penalty: 4262.148926
	Iteration 1F: 3 clusters Score -744422.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -744612.187500 Penalty: 4262.148926
	Iteration 2F: 3 clusters Score -744612.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -744731.750000 Penalty: 4262.148926
	Iteration 3Q: 3 clusters Score -744731.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -744833.562500 Penalty: 4262.148926
	Iteration 4Q: 3 clusters Score -744833.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -744909.125000 Penalty: 4262.148926
	Iteration 5Q: 3 clusters Score -744909.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -744969.500000 Penalty: 4262.148926
	Iteration 6Q: 3 clusters Score -744969.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -745024.000000 Penalty: 4262.148926
	Iteration 7Q: 3 clusters Score -745024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -745056.875000 Penalty: 4262.148926
	Iteration 8Q: 3 clusters Score -745056.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -745085.750000 Penalty: 4262.148926
	Iteration 9Q: 3 clusters Score -745085.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -745106.187500 Penalty: 4262.148926
	Iteration 10Q: 3 clusters Score -745106.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -745122.437500 Penalty: 4262.148926
	Iteration 11Q: 3 clusters Score -745122.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -745135.812500 Penalty: 4262.148926
	Iteration 12Q: 3 clusters Score -745135.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -745149.312500 Penalty: 4262.148926
	Iteration 13Q: 3 clusters Score -745149.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -745162.937500 Penalty: 4262.148926
	Iteration 14Q: 3 clusters Score -745162.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -745169.312500 Penalty: 4262.148926
	Iteration 15Q: 3 clusters Score -745169.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -745181.500000 Penalty: 4262.148926
	Iteration 16Q: 3 clusters Score -745181.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -745186.687500 Penalty: 4262.148926
	Iteration 17Q: 3 clusters Score -745186.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -745195.312500 Penalty: 4262.148926
	Iteration 18Q: 3 clusters Score -745195.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -745203.875000 Penalty: 4262.148926
	Iteration 19Q: 3 clusters Score -745203.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -745209.125000 Penalty: 4262.148926
	Iteration 20F: 3 clusters Score -745209.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -745213.750000 Penalty: 4262.148926
	Iteration 21Q: 3 clusters Score -745213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -745217.937500 Penalty: 4262.148926
	Iteration 22Q: 3 clusters Score -745217.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -745226.812500 Penalty: 4262.148926
	Iteration 23Q: 3 clusters Score -745226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -745233.437500 Penalty: 4262.148926
	Iteration 24Q: 3 clusters Score -745233.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -745239.875000 Penalty: 4262.148926
	Iteration 25Q: 3 clusters Score -745239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -745248.062500 Penalty: 4262.148926
	Iteration 26Q: 3 clusters Score -745248.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -745256.562500 Penalty: 4262.148926
	Iteration 27Q: 3 clusters Score -745256.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -745265.375000 Penalty: 4262.148926
	Iteration 28Q: 3 clusters Score -745265.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -745272.437500 Penalty: 4262.148926
	Iteration 29Q: 3 clusters Score -745272.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -745279.062500 Penalty: 4262.148926
	Iteration 30Q: 3 clusters Score -745279.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -745284.812500 Penalty: 4262.148926
	Iteration 31Q: 3 clusters Score -745284.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -745287.000000 Penalty: 4262.148926
	Iteration 32Q: 3 clusters Score -745287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -745288.625000 Penalty: 4262.148926
	Iteration 33Q: 3 clusters Score -745288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -745291.312500 Penalty: 4262.148926
	Iteration 34Q: 3 clusters Score -745291.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -745292.687500 Penalty: 4262.148926
	Iteration 35Q: 3 clusters Score -745292.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -745293.687500 Penalty: 4262.148926
	Iteration 36Q: 3 clusters Score -745293.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -745298.500000 Penalty: 4262.148926
	Iteration 37Q: 3 clusters Score -745298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -745300.875000 Penalty: 4262.148926
	Iteration 38Q: 3 clusters Score -745300.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -745305.937500 Penalty: 4262.148926
	Iteration 39Q: 3 clusters Score -745305.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -745310.250000 Penalty: 4262.148926
	Iteration 40F: 3 clusters Score -745310.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -745315.125000 Penalty: 4262.148926
	Iteration 41Q: 3 clusters Score -745315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -745317.812500 Penalty: 4262.148926
	Iteration 42Q: 3 clusters Score -745317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -745320.812500 Penalty: 4262.148926
	Iteration 43Q: 3 clusters Score -745320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -745323.125000 Penalty: 4262.148926
	Iteration 44Q: 3 clusters Score -745323.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -745327.437500 Penalty: 4262.148926
	Iteration 45Q: 3 clusters Score -745327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -745329.125000 Penalty: 4262.148926
	Iteration 46Q: 3 clusters Score -745329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -745334.500000 Penalty: 4262.148926
	Iteration 47Q: 3 clusters Score -745334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -745335.562500 Penalty: 4262.148926
	Iteration 48Q: 3 clusters Score -745335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -745339.062500 Penalty: 4262.148926
	Iteration 49Q: 3 clusters Score -745339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -745339.750000 Penalty: 4262.148926
	Iteration 50Q: 3 clusters Score -745339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -745342.750000 Penalty: 4262.148926
	Iteration 51Q: 3 clusters Score -745342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -745347.500000 Penalty: 4262.148926
	Iteration 52Q: 3 clusters Score -745347.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -745349.125000 Penalty: 4262.148926
	Iteration 53Q: 3 clusters Score -745349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -745355.062500 Penalty: 4262.148926
	Iteration 54Q: 3 clusters Score -745355.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -745357.437500 Penalty: 4262.148926
	Iteration 55Q: 3 clusters Score -745357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -745360.437500 Penalty: 4262.148926
	Iteration 56Q: 3 clusters Score -745360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -745363.812500 Penalty: 4262.148926
	Iteration 57Q: 3 clusters Score -745363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -745364.437500 Penalty: 4262.148926
	Iteration 58Q: 3 clusters Score -745364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -745369.250000 Penalty: 4262.148926
	Iteration 59Q: 3 clusters Score -745369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -745372.125000 Penalty: 4262.148926
	Iteration 60F: 3 clusters Score -745372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -745374.437500 Penalty: 4262.148926
	Iteration 61Q: 3 clusters Score -745374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -745378.687500 Penalty: 4262.148926
	Iteration 62Q: 3 clusters Score -745378.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -745380.062500 Penalty: 4262.148926
	Iteration 63Q: 3 clusters Score -745380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -745382.875000 Penalty: 4262.148926
	Iteration 64Q: 3 clusters Score -745382.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -745388.625000 Penalty: 4262.148926
	Iteration 65Q: 3 clusters Score -745388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -745389.375000 Penalty: 4262.148926
	Iteration 66Q: 3 clusters Score -745389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -745394.187500 Penalty: 4262.148926
	Iteration 67Q: 3 clusters Score -745394.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -745395.750000 Penalty: 4262.148926
	Iteration 68Q: 3 clusters Score -745395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -745398.125000 Penalty: 4262.148926
	Iteration 69Q: 3 clusters Score -745398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -745401.312500 Penalty: 4262.148926
	Iteration 70Q: 3 clusters Score -745401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -745407.062500 Penalty: 4262.148926
	Iteration 71Q: 3 clusters Score -745407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -745413.625000 Penalty: 4262.148926
	Iteration 72Q: 3 clusters Score -745413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -745420.750000 Penalty: 4262.148926
	Iteration 73Q: 3 clusters Score -745420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -745425.500000 Penalty: 4262.148926
	Iteration 74Q: 3 clusters Score -745425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -745432.750000 Penalty: 4262.148926
	Iteration 75Q: 3 clusters Score -745432.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -745438.687500 Penalty: 4262.148926
	Iteration 76Q: 3 clusters Score -745438.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -745443.187500 Penalty: 4262.148926
	Iteration 77Q: 3 clusters Score -745443.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -745450.437500 Penalty: 4262.148926
	Iteration 78Q: 3 clusters Score -745450.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -745458.562500 Penalty: 4262.148926
	Iteration 79Q: 3 clusters Score -745458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -745463.187500 Penalty: 4262.148926
	Iteration 80F: 3 clusters Score -745463.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -745470.125000 Penalty: 4262.148926
	Iteration 81Q: 3 clusters Score -745470.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -745474.562500 Penalty: 4262.148926
	Iteration 82Q: 3 clusters Score -745474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -745481.812500 Penalty: 4262.148926
	Iteration 83Q: 3 clusters Score -745481.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -745488.125000 Penalty: 4262.148926
	Iteration 84Q: 3 clusters Score -745488.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -745497.187500 Penalty: 4262.148926
	Iteration 85Q: 3 clusters Score -745497.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -745511.125000 Penalty: 4262.148926
	Iteration 86Q: 3 clusters Score -745511.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -745522.375000 Penalty: 4262.148926
	Iteration 87Q: 3 clusters Score -745522.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -745537.437500 Penalty: 4262.148926
	Iteration 88Q: 3 clusters Score -745537.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -745555.750000 Penalty: 4262.148926
	Iteration 89Q: 3 clusters Score -745555.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -745576.562500 Penalty: 4262.148926
	Iteration 90Q: 3 clusters Score -745576.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -745597.125000 Penalty: 4262.148926
	Iteration 91Q: 3 clusters Score -745597.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -745613.375000 Penalty: 4262.148926
	Iteration 92Q: 3 clusters Score -745613.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -745632.562500 Penalty: 4262.148926
	Iteration 93Q: 3 clusters Score -745632.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -745654.312500 Penalty: 4262.148926
	Iteration 94Q: 3 clusters Score -745654.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -745679.312500 Penalty: 4262.148926
	Iteration 95Q: 3 clusters Score -745679.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -745696.875000 Penalty: 4262.148926
	Iteration 96Q: 3 clusters Score -745696.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -745720.000000 Penalty: 4262.148926
	Iteration 97Q: 3 clusters Score -745720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -745744.562500 Penalty: 4262.148926
	Iteration 98Q: 3 clusters Score -745744.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -745764.500000 Penalty: 4262.148926
	Iteration 99Q: 3 clusters Score -745764.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -745786.000000 Penalty: 4262.148926
	Iteration 100F: 3 clusters Score -745786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -745806.812500 Penalty: 4262.148926
	Iteration 101Q: 3 clusters Score -745806.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -745832.187500 Penalty: 4262.148926
	Iteration 102Q: 3 clusters Score -745832.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -745857.125000 Penalty: 4262.148926
	Iteration 103Q: 3 clusters Score -745857.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -745876.937500 Penalty: 4262.148926
	Iteration 104Q: 3 clusters Score -745876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -745894.000000 Penalty: 4262.148926
	Iteration 105Q: 3 clusters Score -745894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -745915.812500 Penalty: 4262.148926
	Iteration 106Q: 3 clusters Score -745915.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -745937.687500 Penalty: 4262.148926
	Iteration 107Q: 3 clusters Score -745937.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -745959.125000 Penalty: 4262.148926
	Iteration 108Q: 3 clusters Score -745959.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -745977.750000 Penalty: 4262.148926
	Iteration 109Q: 3 clusters Score -745977.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -745996.625000 Penalty: 4262.148926
	Iteration 110Q: 3 clusters Score -745996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -746014.937500 Penalty: 4262.148926
	Iteration 111Q: 3 clusters Score -746014.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -746040.187500 Penalty: 4262.148926
	Iteration 112Q: 3 clusters Score -746040.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -746066.000000 Penalty: 4262.148926
	Iteration 113Q: 3 clusters Score -746066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -746081.187500 Penalty: 4262.148926
	Iteration 114Q: 3 clusters Score -746081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -746097.937500 Penalty: 4262.148926
	Iteration 115Q: 3 clusters Score -746097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -746108.312500 Penalty: 4262.148926
	Iteration 116Q: 3 clusters Score -746108.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -746117.562500 Penalty: 4262.148926
	Iteration 117Q: 3 clusters Score -746117.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -746124.250000 Penalty: 4262.148926
	Iteration 118Q: 3 clusters Score -746124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -746132.187500 Penalty: 4262.148926
	Iteration 119Q: 3 clusters Score -746132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -746136.250000 Penalty: 4262.148926
	Iteration 120F: 3 clusters Score -746136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -746141.062500 Penalty: 4262.148926
	Iteration 121Q: 3 clusters Score -746141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -746144.250000 Penalty: 4262.148926
	Iteration 122Q: 3 clusters Score -746144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -746146.062500 Penalty: 4262.148926
	Iteration 123Q: 3 clusters Score -746146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -746148.500000 Penalty: 4262.148926
	Iteration 124Q: 3 clusters Score -746148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -746150.062500 Penalty: 4262.148926
	Iteration 125Q: 3 clusters Score -746150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -746150.062500 Penalty: 4262.148926
	Iteration 126F: 3 clusters Score -746150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Entering Unmasked Estep 
Score: -1123112.875000 Penalty: 2276.610596
	Iteration 0F: 2 clusters Score -1123113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1115916.000000 Penalty: 4553.221191
	Iteration 0F: 3 clusters Score -1115916 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1118570.500000 Penalty: 4553.221191
	Iteration 1F: 3 clusters Score -1118570 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1119320.250000 Penalty: 4553.221191
	Iteration 2F: 3 clusters Score -1119320 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1119988.875000 Penalty: 4553.221191
	Iteration 3F: 3 clusters Score -1119989 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1120592.250000 Penalty: 4553.221191
	Iteration 4F: 3 clusters Score -1120592 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1121131.125000 Penalty: 4553.221191
	Iteration 5F: 3 clusters Score -1121131 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1121512.750000 Penalty: 4553.221191
	Iteration 6F: 3 clusters Score -1121513 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1121764.875000 Penalty: 4553.221191
	Iteration 7Q: 3 clusters Score -1121765 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1121914.250000 Penalty: 4553.221191
	Iteration 8Q: 3 clusters Score -1121914 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1122008.125000 Penalty: 4553.221191
	Iteration 9Q: 3 clusters Score -1122008 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1122090.625000 Penalty: 4553.221191
	Iteration 10Q: 3 clusters Score -1122091 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1122166.750000 Penalty: 4553.221191
	Iteration 11Q: 3 clusters Score -1122167 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1122253.000000 Penalty: 4553.221191
	Iteration 12Q: 3 clusters Score -1122253 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1122352.125000 Penalty: 4553.221191
	Iteration 13Q: 3 clusters Score -1122352 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1122491.375000 Penalty: 4553.221191
	Iteration 14Q: 3 clusters Score -1122491 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1122665.250000 Penalty: 4553.221191
	Iteration 15Q: 3 clusters Score -1122665 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1122862.375000 Penalty: 4553.221191
	Iteration 16Q: 3 clusters Score -1122862 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1123109.625000 Penalty: 4553.221191
	Iteration 17Q: 3 clusters Score -1123110 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1123394.750000 Penalty: 4553.221191
	Iteration 18Q: 3 clusters Score -1123395 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1123715.500000 Penalty: 4553.221191
	Iteration 19Q: 3 clusters Score -1123716 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1124683.375000 Penalty: 4553.221191
	Iteration 20F: 3 clusters Score -1124683 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1126102.875000 Penalty: 4553.221191
	Iteration 21Q: 3 clusters Score -1126103 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1126480.875000 Penalty: 4553.221191
	Iteration 22Q: 3 clusters Score -1126481 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1126615.500000 Penalty: 4553.221191
	Iteration 23Q: 3 clusters Score -1126616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1126659.750000 Penalty: 4553.221191
	Iteration 24Q: 3 clusters Score -1126660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1126682.875000 Penalty: 4553.221191
	Iteration 25Q: 3 clusters Score -1126683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1126701.500000 Penalty: 4553.221191
	Iteration 26Q: 3 clusters Score -1126702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1126714.500000 Penalty: 4553.221191
	Iteration 27Q: 3 clusters Score -1126714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1126725.750000 Penalty: 4553.221191
	Iteration 28Q: 3 clusters Score -1126726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1126731.750000 Penalty: 4553.221191
	Iteration 29Q: 3 clusters Score -1126732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1126737.875000 Penalty: 4553.221191
	Iteration 30Q: 3 clusters Score -1126738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1126738.375000 Penalty: 4553.221191
	Iteration 31Q: 3 clusters Score -1126738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1126742.375000 Penalty: 4553.221191
	Iteration 32Q: 3 clusters Score -1126742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1126740.500000 Penalty: 4553.221191
	Iteration 33Q: 3 clusters Score -1126740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1126745.500000 Penalty: 4553.221191
	Iteration 34Q: 3 clusters Score -1126746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1126745.500000 Penalty: 4553.221191
	Iteration 35F: 3 clusters Score -1126746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 19510 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 24123 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 171206 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 180170 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 195342 members 
Mstep: Class 22 contains 175119 members 
Entering Unmasked Estep 
Score: -126325792.000000 Penalty: 75135.828125
Splitting cluster 18 changes total score from -126313304.000000 to -126325792.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 19 (180170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180170 members 
Entering Unmasked Estep 
Score: -24336356.000000 Penalty: 3001.210693
	Iteration 0F: 2 clusters Score -2.433636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -24224244.000000 Penalty: 6002.421387
	Iteration 0F: 3 clusters Score -2.422424e+07 nChanged 86509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -24275432.000000 Penalty: 6002.421387
	Iteration 1F: 3 clusters Score -2.427543e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -24278122.000000 Penalty: 6002.421387
	Iteration 2Q: 3 clusters Score -2.427812e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -24282820.000000 Penalty: 6002.421387
	Iteration 3F: 3 clusters Score -2.428282e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -24290252.000000 Penalty: 6002.421387
	Iteration 4F: 3 clusters Score -2.429025e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 124167 members 
Entering Unmasked Estep 
Score: -24300472.000000 Penalty: 6002.421387
	Iteration 5F: 3 clusters Score -2.430047e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -24311134.000000 Penalty: 6002.421387
	Iteration 6F: 3 clusters Score -2.431113e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 141199 members 
Entering Unmasked Estep 
Score: -24320054.000000 Penalty: 6002.421387
	Iteration 7F: 3 clusters Score -2.432005e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -24325928.000000 Penalty: 6002.421387
	Iteration 8Q: 3 clusters Score -2.432593e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -24329126.000000 Penalty: 6002.421387
	Iteration 9Q: 3 clusters Score -2.432913e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -24330872.000000 Penalty: 6002.421387
	Iteration 10Q: 3 clusters Score -2.433087e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 153654 members 
Entering Unmasked Estep 
Score: -24331900.000000 Penalty: 6002.421387
	Iteration 11Q: 3 clusters Score -2.43319e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -24332596.000000 Penalty: 6002.421387
	Iteration 12Q: 3 clusters Score -2.43326e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 156896 members 
Entering Unmasked Estep 
Score: -24333156.000000 Penalty: 6002.421387
	Iteration 13Q: 3 clusters Score -2.433316e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 158358 members 
Entering Unmasked Estep 
Score: -24333538.000000 Penalty: 6002.421387
	Iteration 14Q: 3 clusters Score -2.433354e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -24333796.000000 Penalty: 6002.421387
	Iteration 15Q: 3 clusters Score -2.43338e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -24334140.000000 Penalty: 6002.421387
	Iteration 16Q: 3 clusters Score -2.433414e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 162425 members 
Entering Unmasked Estep 
Score: -24334530.000000 Penalty: 6002.421387
	Iteration 17Q: 3 clusters Score -2.433453e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -24334728.000000 Penalty: 6002.421387
	Iteration 18Q: 3 clusters Score -2.433473e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -24334988.000000 Penalty: 6002.421387
	Iteration 19Q: 3 clusters Score -2.433499e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -24335258.000000 Penalty: 6002.421387
	Iteration 20F: 3 clusters Score -2.433526e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 167156 members 
Entering Unmasked Estep 
Score: -24335580.000000 Penalty: 6002.421387
	Iteration 21Q: 3 clusters Score -2.433558e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -24335700.000000 Penalty: 6002.421387
	Iteration 22Q: 3 clusters Score -2.43357e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 169359 members 
Entering Unmasked Estep 
Score: -24335706.000000 Penalty: 6002.421387
	Iteration 23Q: 3 clusters Score -2.433571e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 170328 members 
Entering Unmasked Estep 
Score: -24335926.000000 Penalty: 6002.421387
	Iteration 24Q: 3 clusters Score -2.433593e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -24335922.000000 Penalty: 6002.421387
	Iteration 25Q: 3 clusters Score -2.433592e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -24335982.000000 Penalty: 6002.421387
	Iteration 26Q: 3 clusters Score -2.433598e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 172699 members 
Entering Unmasked Estep 
Score: -24336002.000000 Penalty: 6002.421387
	Iteration 27Q: 3 clusters Score -2.4336e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 173277 members 
Entering Unmasked Estep 
Score: -24336030.000000 Penalty: 6002.421387
	Iteration 28Q: 3 clusters Score -2.433603e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -24336032.000000 Penalty: 6002.421387
	Iteration 29Q: 3 clusters Score -2.433603e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 174249 members 
Entering Unmasked Estep 
Score: -24336000.000000 Penalty: 6002.421387
	Iteration 30Q: 3 clusters Score -2.4336e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 174681 members 
Entering Unmasked Estep 
Score: -24335944.000000 Penalty: 6002.421387
	Iteration 31Q: 3 clusters Score -2.433594e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -24335882.000000 Penalty: 6002.421387
	Iteration 32Q: 3 clusters Score -2.433588e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 175377 members 
Entering Unmasked Estep 
Score: -24336018.000000 Penalty: 6002.421387
	Iteration 33Q: 3 clusters Score -2.433602e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -24336014.000000 Penalty: 6002.421387
	Iteration 34Q: 3 clusters Score -2.433601e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -24336062.000000 Penalty: 6002.421387
	Iteration 35Q: 3 clusters Score -2.433606e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 176110 members 
Entering Unmasked Estep 
Score: -24336142.000000 Penalty: 6002.421387
	Iteration 36Q: 3 clusters Score -2.433614e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 176302 members 
Entering Unmasked Estep 
Score: -24336242.000000 Penalty: 6002.421387
	Iteration 37Q: 3 clusters Score -2.433624e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -24336408.000000 Penalty: 6002.421387
	Iteration 38Q: 3 clusters Score -2.433641e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -24336618.000000 Penalty: 6002.421387
	Iteration 39Q: 3 clusters Score -2.433662e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 176643 members 
Entering Unmasked Estep 
Score: -24336788.000000 Penalty: 6002.421387
	Iteration 40F: 3 clusters Score -2.433679e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 176625 members 
Entering Unmasked Estep 
Score: -24336900.000000 Penalty: 6002.421387
	Iteration 41Q: 3 clusters Score -2.43369e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 176593 members 
Entering Unmasked Estep 
Score: -24336950.000000 Penalty: 6002.421387
	Iteration 42Q: 3 clusters Score -2.433695e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -24337048.000000 Penalty: 6002.421387
	Iteration 43Q: 3 clusters Score -2.433705e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -24337110.000000 Penalty: 6002.421387
	Iteration 44Q: 3 clusters Score -2.433711e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 176361 members 
Entering Unmasked Estep 
Score: -24337184.000000 Penalty: 6002.421387
	Iteration 45Q: 3 clusters Score -2.433718e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -24337246.000000 Penalty: 6002.421387
	Iteration 46Q: 3 clusters Score -2.433725e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 176163 members 
Entering Unmasked Estep 
Score: -24337276.000000 Penalty: 6002.421387
	Iteration 47Q: 3 clusters Score -2.433728e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 176073 members 
Entering Unmasked Estep 
Score: -24337326.000000 Penalty: 6002.421387
	Iteration 48Q: 3 clusters Score -2.433733e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 175987 members 
Entering Unmasked Estep 
Score: -24337402.000000 Penalty: 6002.421387
	Iteration 49Q: 3 clusters Score -2.43374e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 175904 members 
Entering Unmasked Estep 
Score: -24337506.000000 Penalty: 6002.421387
	Iteration 50Q: 3 clusters Score -2.433751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -24337576.000000 Penalty: 6002.421387
	Iteration 51Q: 3 clusters Score -2.433758e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 175682 members 
Entering Unmasked Estep 
Score: -24337670.000000 Penalty: 6002.421387
	Iteration 52Q: 3 clusters Score -2.433767e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -24337710.000000 Penalty: 6002.421387
	Iteration 53Q: 3 clusters Score -2.433771e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -24337742.000000 Penalty: 6002.421387
	Iteration 54Q: 3 clusters Score -2.433774e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -24337754.000000 Penalty: 6002.421387
	Iteration 55Q: 3 clusters Score -2.433775e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -24337860.000000 Penalty: 6002.421387
	Iteration 56Q: 3 clusters Score -2.433786e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -24337884.000000 Penalty: 6002.421387
	Iteration 57Q: 3 clusters Score -2.433788e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 175134 members 
Entering Unmasked Estep 
Score: -24337896.000000 Penalty: 6002.421387
	Iteration 58Q: 3 clusters Score -2.43379e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -24337940.000000 Penalty: 6002.421387
	Iteration 59Q: 3 clusters Score -2.433794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 174988 members 
Entering Unmasked Estep 
Score: -24337962.000000 Penalty: 6002.421387
	Iteration 60F: 3 clusters Score -2.433796e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -24337968.000000 Penalty: 6002.421387
	Iteration 61Q: 3 clusters Score -2.433797e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -24337954.000000 Penalty: 6002.421387
	Iteration 62Q: 3 clusters Score -2.433795e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -24337996.000000 Penalty: 6002.421387
	Iteration 63Q: 3 clusters Score -2.4338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -24338038.000000 Penalty: 6002.421387
	Iteration 64Q: 3 clusters Score -2.433804e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 174586 members 
Entering Unmasked Estep 
Score: -24338060.000000 Penalty: 6002.421387
	Iteration 65Q: 3 clusters Score -2.433806e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 174504 members 
Entering Unmasked Estep 
Score: -24338096.000000 Penalty: 6002.421387
	Iteration 66Q: 3 clusters Score -2.43381e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -24338170.000000 Penalty: 6002.421387
	Iteration 67Q: 3 clusters Score -2.433817e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -24338206.000000 Penalty: 6002.421387
	Iteration 68Q: 3 clusters Score -2.433821e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 174191 members 
Entering Unmasked Estep 
Score: -24338272.000000 Penalty: 6002.421387
	Iteration 69Q: 3 clusters Score -2.433827e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -24338296.000000 Penalty: 6002.421387
	Iteration 70Q: 3 clusters Score -2.43383e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -24338376.000000 Penalty: 6002.421387
	Iteration 71Q: 3 clusters Score -2.433838e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -24338424.000000 Penalty: 6002.421387
	Iteration 72Q: 3 clusters Score -2.433842e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 173677 members 
Entering Unmasked Estep 
Score: -24338496.000000 Penalty: 6002.421387
	Iteration 73Q: 3 clusters Score -2.43385e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 173538 members 
Entering Unmasked Estep 
Score: -24338560.000000 Penalty: 6002.421387
	Iteration 74Q: 3 clusters Score -2.433856e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 173417 members 
Entering Unmasked Estep 
Score: -24338600.000000 Penalty: 6002.421387
	Iteration 75Q: 3 clusters Score -2.43386e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -24338644.000000 Penalty: 6002.421387
	Iteration 76Q: 3 clusters Score -2.433864e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 173149 members 
Entering Unmasked Estep 
Score: -24338682.000000 Penalty: 6002.421387
	Iteration 77Q: 3 clusters Score -2.433868e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 173032 members 
Entering Unmasked Estep 
Score: -24338732.000000 Penalty: 6002.421387
	Iteration 78Q: 3 clusters Score -2.433873e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 172916 members 
Entering Unmasked Estep 
Score: -24338758.000000 Penalty: 6002.421387
	Iteration 79Q: 3 clusters Score -2.433876e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -24338786.000000 Penalty: 6002.421387
	Iteration 80F: 3 clusters Score -2.433879e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -24338796.000000 Penalty: 6002.421387
	Iteration 81Q: 3 clusters Score -2.43388e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -24338794.000000 Penalty: 6002.421387
	Iteration 82Q: 3 clusters Score -2.433879e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -24338810.000000 Penalty: 6002.421387
	Iteration 83Q: 3 clusters Score -2.433881e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 172450 members 
Entering Unmasked Estep 
Score: -24338866.000000 Penalty: 6002.421387
	Iteration 84Q: 3 clusters Score -2.433887e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 172346 members 
Entering Unmasked Estep 
Score: -24338836.000000 Penalty: 6002.421387
	Iteration 85Q: 3 clusters Score -2.433884e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 172255 members 
Entering Unmasked Estep 
Score: -24338882.000000 Penalty: 6002.421387
	Iteration 86Q: 3 clusters Score -2.433888e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -24338938.000000 Penalty: 6002.421387
	Iteration 87Q: 3 clusters Score -2.433894e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 172091 members 
Entering Unmasked Estep 
Score: -24338966.000000 Penalty: 6002.421387
	Iteration 88Q: 3 clusters Score -2.433897e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -24339022.000000 Penalty: 6002.421387
	Iteration 89Q: 3 clusters Score -2.433902e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 171925 members 
Entering Unmasked Estep 
Score: -24339048.000000 Penalty: 6002.421387
	Iteration 90Q: 3 clusters Score -2.433905e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -24339098.000000 Penalty: 6002.421387
	Iteration 91Q: 3 clusters Score -2.43391e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -24339132.000000 Penalty: 6002.421387
	Iteration 92Q: 3 clusters Score -2.433913e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -24339150.000000 Penalty: 6002.421387
	Iteration 93Q: 3 clusters Score -2.433915e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -24339168.000000 Penalty: 6002.421387
	Iteration 94Q: 3 clusters Score -2.433917e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -24339220.000000 Penalty: 6002.421387
	Iteration 95Q: 3 clusters Score -2.433922e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -24339232.000000 Penalty: 6002.421387
	Iteration 96Q: 3 clusters Score -2.433923e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -24339270.000000 Penalty: 6002.421387
	Iteration 97Q: 3 clusters Score -2.433927e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -24339300.000000 Penalty: 6002.421387
	Iteration 98Q: 3 clusters Score -2.43393e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -24339362.000000 Penalty: 6002.421387
	Iteration 99Q: 3 clusters Score -2.433936e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 171228 members 
Entering Unmasked Estep 
Score: -24339410.000000 Penalty: 6002.421387
	Iteration 100F: 3 clusters Score -2.433941e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -24339450.000000 Penalty: 6002.421387
	Iteration 101Q: 3 clusters Score -2.433945e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 171101 members 
Entering Unmasked Estep 
Score: -24339470.000000 Penalty: 6002.421387
	Iteration 102Q: 3 clusters Score -2.433947e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 171044 members 
Entering Unmasked Estep 
Score: -24339492.000000 Penalty: 6002.421387
	Iteration 103Q: 3 clusters Score -2.433949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -24339464.000000 Penalty: 6002.421387
	Iteration 104Q: 3 clusters Score -2.433946e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 170944 members 
Entering Unmasked Estep 
Score: -24339486.000000 Penalty: 6002.421387
	Iteration 105Q: 3 clusters Score -2.433949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -24339452.000000 Penalty: 6002.421387
	Iteration 106Q: 3 clusters Score -2.433945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 170835 members 
Entering Unmasked Estep 
Score: -24339478.000000 Penalty: 6002.421387
	Iteration 107Q: 3 clusters Score -2.433948e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -24339538.000000 Penalty: 6002.421387
	Iteration 108Q: 3 clusters Score -2.433954e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 170694 members 
Entering Unmasked Estep 
Score: -24339528.000000 Penalty: 6002.421387
	Iteration 109Q: 3 clusters Score -2.433953e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -24339550.000000 Penalty: 6002.421387
	Iteration 110Q: 3 clusters Score -2.433955e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 170547 members 
Entering Unmasked Estep 
Score: -24339576.000000 Penalty: 6002.421387
	Iteration 111Q: 3 clusters Score -2.433958e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 170477 members 
Entering Unmasked Estep 
Score: -24339640.000000 Penalty: 6002.421387
	Iteration 112Q: 3 clusters Score -2.433964e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 170411 members 
Entering Unmasked Estep 
Score: -24339640.000000 Penalty: 6002.421387
	Iteration 113Q: 3 clusters Score -2.433964e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 170344 members 
Entering Unmasked Estep 
Score: -24339652.000000 Penalty: 6002.421387
	Iteration 114Q: 3 clusters Score -2.433965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -24339688.000000 Penalty: 6002.421387
	Iteration 115Q: 3 clusters Score -2.433969e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 170192 members 
Entering Unmasked Estep 
Score: -24339698.000000 Penalty: 6002.421387
	Iteration 116Q: 3 clusters Score -2.43397e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 170117 members 
Entering Unmasked Estep 
Score: -24339724.000000 Penalty: 6002.421387
	Iteration 117Q: 3 clusters Score -2.433972e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -24339720.000000 Penalty: 6002.421387
	Iteration 118Q: 3 clusters Score -2.433972e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 169965 members 
Entering Unmasked Estep 
Score: -24339754.000000 Penalty: 6002.421387
	Iteration 119Q: 3 clusters Score -2.433975e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 169895 members 
Entering Unmasked Estep 
Score: -24339744.000000 Penalty: 6002.421387
	Iteration 120F: 3 clusters Score -2.433974e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 169821 members 
Entering Unmasked Estep 
Score: -24339750.000000 Penalty: 6002.421387
	Iteration 121Q: 3 clusters Score -2.433975e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 169746 members 
Entering Unmasked Estep 
Score: -24339770.000000 Penalty: 6002.421387
	Iteration 122Q: 3 clusters Score -2.433977e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -24339784.000000 Penalty: 6002.421387
	Iteration 123Q: 3 clusters Score -2.433978e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -24339776.000000 Penalty: 6002.421387
	Iteration 124Q: 3 clusters Score -2.433978e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 169513 members 
Entering Unmasked Estep 
Score: -24339800.000000 Penalty: 6002.421387
	Iteration 125Q: 3 clusters Score -2.43398e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -24339846.000000 Penalty: 6002.421387
	Iteration 126Q: 3 clusters Score -2.433985e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 169302 members 
Entering Unmasked Estep 
Score: -24339898.000000 Penalty: 6002.421387
	Iteration 127Q: 3 clusters Score -2.43399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -24339926.000000 Penalty: 6002.421387
	Iteration 128Q: 3 clusters Score -2.433993e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -24339914.000000 Penalty: 6002.421387
	Iteration 129Q: 3 clusters Score -2.433991e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -24339938.000000 Penalty: 6002.421387
	Iteration 130Q: 3 clusters Score -2.433994e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 168821 members 
Entering Unmasked Estep 
Score: -24339960.000000 Penalty: 6002.421387
	Iteration 131Q: 3 clusters Score -2.433996e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -24339930.000000 Penalty: 6002.421387
	Iteration 132Q: 3 clusters Score -2.433993e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 168646 members 
Entering Unmasked Estep 
Score: -24339992.000000 Penalty: 6002.421387
	Iteration 133Q: 3 clusters Score -2.433999e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -24340036.000000 Penalty: 6002.421387
	Iteration 134Q: 3 clusters Score -2.434004e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 168455 members 
Entering Unmasked Estep 
Score: -24340094.000000 Penalty: 6002.421387
	Iteration 135Q: 3 clusters Score -2.434009e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 168349 members 
Entering Unmasked Estep 
Score: -24340126.000000 Penalty: 6002.421387
	Iteration 136Q: 3 clusters Score -2.434013e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -24340096.000000 Penalty: 6002.421387
	Iteration 137Q: 3 clusters Score -2.43401e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -24340156.000000 Penalty: 6002.421387
	Iteration 138Q: 3 clusters Score -2.434016e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -24340180.000000 Penalty: 6002.421387
	Iteration 139Q: 3 clusters Score -2.434018e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -24340210.000000 Penalty: 6002.421387
	Iteration 140F: 3 clusters Score -2.434021e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -24340212.000000 Penalty: 6002.421387
	Iteration 141Q: 3 clusters Score -2.434021e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -24340222.000000 Penalty: 6002.421387
	Iteration 142Q: 3 clusters Score -2.434022e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -24340218.000000 Penalty: 6002.421387
	Iteration 143Q: 3 clusters Score -2.434022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -24340234.000000 Penalty: 6002.421387
	Iteration 144Q: 3 clusters Score -2.434023e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 167396 members 
Entering Unmasked Estep 
Score: -24340248.000000 Penalty: 6002.421387
	Iteration 145Q: 3 clusters Score -2.434025e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -24340220.000000 Penalty: 6002.421387
	Iteration 146Q: 3 clusters Score -2.434022e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 167182 members 
Entering Unmasked Estep 
Score: -24340270.000000 Penalty: 6002.421387
	Iteration 147Q: 3 clusters Score -2.434027e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -24340232.000000 Penalty: 6002.421387
	Iteration 148Q: 3 clusters Score -2.434023e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -24340240.000000 Penalty: 6002.421387
	Iteration 149Q: 3 clusters Score -2.434024e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -24340196.000000 Penalty: 6002.421387
	Iteration 150Q: 3 clusters Score -2.43402e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 166680 members 
Entering Unmasked Estep 
Score: -24340238.000000 Penalty: 6002.421387
	Iteration 151Q: 3 clusters Score -2.434024e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -24340288.000000 Penalty: 6002.421387
	Iteration 152Q: 3 clusters Score -2.434029e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -24340258.000000 Penalty: 6002.421387
	Iteration 153Q: 3 clusters Score -2.434026e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -24340294.000000 Penalty: 6002.421387
	Iteration 154Q: 3 clusters Score -2.434029e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -24340292.000000 Penalty: 6002.421387
	Iteration 155Q: 3 clusters Score -2.434029e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 165961 members 
Entering Unmasked Estep 
Score: -24340272.000000 Penalty: 6002.421387
	Iteration 156Q: 3 clusters Score -2.434027e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 165787 members 
Entering Unmasked Estep 
Score: -24340316.000000 Penalty: 6002.421387
	Iteration 157Q: 3 clusters Score -2.434032e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -24340342.000000 Penalty: 6002.421387
	Iteration 158Q: 3 clusters Score -2.434034e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 165472 members 
Entering Unmasked Estep 
Score: -24340334.000000 Penalty: 6002.421387
	Iteration 159Q: 3 clusters Score -2.434033e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -24340352.000000 Penalty: 6002.421387
	Iteration 160F: 3 clusters Score -2.434035e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -24340368.000000 Penalty: 6002.421387
	Iteration 161Q: 3 clusters Score -2.434037e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -24340374.000000 Penalty: 6002.421387
	Iteration 162Q: 3 clusters Score -2.434037e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -24340392.000000 Penalty: 6002.421387
	Iteration 163Q: 3 clusters Score -2.434039e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -24340388.000000 Penalty: 6002.421387
	Iteration 164Q: 3 clusters Score -2.434039e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -24340432.000000 Penalty: 6002.421387
	Iteration 165Q: 3 clusters Score -2.434043e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -24340504.000000 Penalty: 6002.421387
	Iteration 166Q: 3 clusters Score -2.43405e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 164280 members 
Entering Unmasked Estep 
Score: -24340524.000000 Penalty: 6002.421387
	Iteration 167Q: 3 clusters Score -2.434052e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -24340574.000000 Penalty: 6002.421387
	Iteration 168Q: 3 clusters Score -2.434057e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 163990 members 
Entering Unmasked Estep 
Score: -24340574.000000 Penalty: 6002.421387
	Iteration 169Q: 3 clusters Score -2.434057e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 163853 members 
Entering Unmasked Estep 
Score: -24340542.000000 Penalty: 6002.421387
	Iteration 170Q: 3 clusters Score -2.434054e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -24340548.000000 Penalty: 6002.421387
	Iteration 171Q: 3 clusters Score -2.434055e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -24340538.000000 Penalty: 6002.421387
	Iteration 172Q: 3 clusters Score -2.434054e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -24340554.000000 Penalty: 6002.421387
	Iteration 173Q: 3 clusters Score -2.434055e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 163285 members 
Entering Unmasked Estep 
Score: -24340564.000000 Penalty: 6002.421387
	Iteration 174Q: 3 clusters Score -2.434056e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -24340566.000000 Penalty: 6002.421387
	Iteration 175Q: 3 clusters Score -2.434057e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 162955 members 
Entering Unmasked Estep 
Score: -24340614.000000 Penalty: 6002.421387
	Iteration 176Q: 3 clusters Score -2.434061e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -24340608.000000 Penalty: 6002.421387
	Iteration 177Q: 3 clusters Score -2.434061e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 162604 members 
Entering Unmasked Estep 
Score: -24340620.000000 Penalty: 6002.421387
	Iteration 178Q: 3 clusters Score -2.434062e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -24340680.000000 Penalty: 6002.421387
	Iteration 179Q: 3 clusters Score -2.434068e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -24340736.000000 Penalty: 6002.421387
	Iteration 180F: 3 clusters Score -2.434074e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -24340808.000000 Penalty: 6002.421387
	Iteration 181Q: 3 clusters Score -2.434081e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -24340866.000000 Penalty: 6002.421387
	Iteration 182Q: 3 clusters Score -2.434087e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -24340898.000000 Penalty: 6002.421387
	Iteration 183Q: 3 clusters Score -2.43409e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -24340954.000000 Penalty: 6002.421387
	Iteration 184Q: 3 clusters Score -2.434095e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -24341014.000000 Penalty: 6002.421387
	Iteration 185Q: 3 clusters Score -2.434101e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -24341088.000000 Penalty: 6002.421387
	Iteration 186Q: 3 clusters Score -2.434109e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -24341118.000000 Penalty: 6002.421387
	Iteration 187Q: 3 clusters Score -2.434112e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -24341134.000000 Penalty: 6002.421387
	Iteration 188Q: 3 clusters Score -2.434113e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -24341182.000000 Penalty: 6002.421387
	Iteration 189Q: 3 clusters Score -2.434118e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -24341254.000000 Penalty: 6002.421387
	Iteration 190Q: 3 clusters Score -2.434125e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -24341340.000000 Penalty: 6002.421387
	Iteration 191Q: 3 clusters Score -2.434134e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -24341334.000000 Penalty: 6002.421387
	Iteration 192Q: 3 clusters Score -2.434133e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 159276 members 
Entering Unmasked Estep 
Score: -24341380.000000 Penalty: 6002.421387
	Iteration 193Q: 3 clusters Score -2.434138e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -24341348.000000 Penalty: 6002.421387
	Iteration 194Q: 3 clusters Score -2.434135e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 158905 members 
Entering Unmasked Estep 
Score: -24341372.000000 Penalty: 6002.421387
	Iteration 195Q: 3 clusters Score -2.434137e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 158709 members 
Entering Unmasked Estep 
Score: -24341386.000000 Penalty: 6002.421387
	Iteration 196Q: 3 clusters Score -2.434139e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 158498 members 
Entering Unmasked Estep 
Score: -24341484.000000 Penalty: 6002.421387
	Iteration 197Q: 3 clusters Score -2.434148e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 158309 members 
Entering Unmasked Estep 
Score: -24341476.000000 Penalty: 6002.421387
	Iteration 198Q: 3 clusters Score -2.434148e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -24341464.000000 Penalty: 6002.421387
	Iteration 199Q: 3 clusters Score -2.434146e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -24341436.000000 Penalty: 6002.421387
	Iteration 200F: 3 clusters Score -2.434144e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 157736 members 
Entering Unmasked Estep 
Score: -24341474.000000 Penalty: 6002.421387
	Iteration 201Q: 3 clusters Score -2.434147e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 157517 members 
Entering Unmasked Estep 
Score: -24341496.000000 Penalty: 6002.421387
	Iteration 202Q: 3 clusters Score -2.43415e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 157306 members 
Entering Unmasked Estep 
Score: -24341564.000000 Penalty: 6002.421387
	Iteration 203Q: 3 clusters Score -2.434156e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -24341546.000000 Penalty: 6002.421387
	Iteration 204Q: 3 clusters Score -2.434155e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -24341524.000000 Penalty: 6002.421387
	Iteration 205Q: 3 clusters Score -2.434152e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 156649 members 
Entering Unmasked Estep 
Score: -24341590.000000 Penalty: 6002.421387
	Iteration 206Q: 3 clusters Score -2.434159e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -24341606.000000 Penalty: 6002.421387
	Iteration 207Q: 3 clusters Score -2.434161e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -24341620.000000 Penalty: 6002.421387
	Iteration 208Q: 3 clusters Score -2.434162e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -24341622.000000 Penalty: 6002.421387
	Iteration 209Q: 3 clusters Score -2.434162e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -24341692.000000 Penalty: 6002.421387
	Iteration 210Q: 3 clusters Score -2.434169e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -24341738.000000 Penalty: 6002.421387
	Iteration 211Q: 3 clusters Score -2.434174e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -24341736.000000 Penalty: 6002.421387
	Iteration 212Q: 3 clusters Score -2.434174e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -24341758.000000 Penalty: 6002.421387
	Iteration 213Q: 3 clusters Score -2.434176e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -24341762.000000 Penalty: 6002.421387
	Iteration 214Q: 3 clusters Score -2.434176e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -24341736.000000 Penalty: 6002.421387
	Iteration 215Q: 3 clusters Score -2.434174e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -24341724.000000 Penalty: 6002.421387
	Iteration 216Q: 3 clusters Score -2.434172e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -24341744.000000 Penalty: 6002.421387
	Iteration 217Q: 3 clusters Score -2.434174e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 154195 members 
Entering Unmasked Estep 
Score: -24341746.000000 Penalty: 6002.421387
	Iteration 218Q: 3 clusters Score -2.434175e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -24341750.000000 Penalty: 6002.421387
	Iteration 219Q: 3 clusters Score -2.434175e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 153813 members 
Entering Unmasked Estep 
Score: -24341732.000000 Penalty: 6002.421387
	Iteration 220F: 3 clusters Score -2.434173e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 153643 members 
Entering Unmasked Estep 
Score: -24341716.000000 Penalty: 6002.421387
	Iteration 221Q: 3 clusters Score -2.434172e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 153486 members 
Entering Unmasked Estep 
Score: -24341734.000000 Penalty: 6002.421387
	Iteration 222Q: 3 clusters Score -2.434173e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -24341750.000000 Penalty: 6002.421387
	Iteration 223Q: 3 clusters Score -2.434175e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -24341742.000000 Penalty: 6002.421387
	Iteration 224Q: 3 clusters Score -2.434174e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 153102 members 
Entering Unmasked Estep 
Score: -24341720.000000 Penalty: 6002.421387
	Iteration 225Q: 3 clusters Score -2.434172e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -24341762.000000 Penalty: 6002.421387
	Iteration 226Q: 3 clusters Score -2.434176e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -24341724.000000 Penalty: 6002.421387
	Iteration 227Q: 3 clusters Score -2.434172e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 152759 members 
Entering Unmasked Estep 
Score: -24341692.000000 Penalty: 6002.421387
	Iteration 228Q: 3 clusters Score -2.434169e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 152645 members 
Entering Unmasked Estep 
Score: -24341692.000000 Penalty: 6002.421387
	Iteration 229Q: 3 clusters Score -2.434169e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -24341634.000000 Penalty: 6002.421387
	Iteration 230Q: 3 clusters Score -2.434163e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 152418 members 
Entering Unmasked Estep 
Score: -24341676.000000 Penalty: 6002.421387
	Iteration 231Q: 3 clusters Score -2.434168e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -24341658.000000 Penalty: 6002.421387
	Iteration 232Q: 3 clusters Score -2.434166e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 152192 members 
Entering Unmasked Estep 
Score: -24341688.000000 Penalty: 6002.421387
	Iteration 233Q: 3 clusters Score -2.434169e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -24341698.000000 Penalty: 6002.421387
	Iteration 234Q: 3 clusters Score -2.43417e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -24341714.000000 Penalty: 6002.421387
	Iteration 235Q: 3 clusters Score -2.434171e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -24341726.000000 Penalty: 6002.421387
	Iteration 236Q: 3 clusters Score -2.434173e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -24341758.000000 Penalty: 6002.421387
	Iteration 237Q: 3 clusters Score -2.434176e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -24341760.000000 Penalty: 6002.421387
	Iteration 238Q: 3 clusters Score -2.434176e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -24341714.000000 Penalty: 6002.421387
	Iteration 239Q: 3 clusters Score -2.434171e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -24341746.000000 Penalty: 6002.421387
	Iteration 240F: 3 clusters Score -2.434175e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 151385 members 
Entering Unmasked Estep 
Score: -24341712.000000 Penalty: 6002.421387
	Iteration 241Q: 3 clusters Score -2.434171e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 151281 members 
Entering Unmasked Estep 
Score: -24341720.000000 Penalty: 6002.421387
	Iteration 242Q: 3 clusters Score -2.434172e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -24341734.000000 Penalty: 6002.421387
	Iteration 243Q: 3 clusters Score -2.434173e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 151071 members 
Entering Unmasked Estep 
Score: -24341734.000000 Penalty: 6002.421387
	Iteration 244Q: 3 clusters Score -2.434173e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -24341748.000000 Penalty: 6002.421387
	Iteration 245Q: 3 clusters Score -2.434175e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -24341704.000000 Penalty: 6002.421387
	Iteration 246Q: 3 clusters Score -2.43417e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 150727 members 
Entering Unmasked Estep 
Score: -24341692.000000 Penalty: 6002.421387
	Iteration 247Q: 3 clusters Score -2.434169e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 150617 members 
Entering Unmasked Estep 
Score: -24341752.000000 Penalty: 6002.421387
	Iteration 248Q: 3 clusters Score -2.434175e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -24341760.000000 Penalty: 6002.421387
	Iteration 249Q: 3 clusters Score -2.434176e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -24341712.000000 Penalty: 6002.421387
	Iteration 250Q: 3 clusters Score -2.434171e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -24341748.000000 Penalty: 6002.421387
	Iteration 251Q: 3 clusters Score -2.434175e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 150194 members 
Entering Unmasked Estep 
Score: -24341744.000000 Penalty: 6002.421387
	Iteration 252Q: 3 clusters Score -2.434174e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -24341740.000000 Penalty: 6002.421387
	Iteration 253Q: 3 clusters Score -2.434174e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -24341776.000000 Penalty: 6002.421387
	Iteration 254Q: 3 clusters Score -2.434178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -24341756.000000 Penalty: 6002.421387
	Iteration 255Q: 3 clusters Score -2.434176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -24341804.000000 Penalty: 6002.421387
	Iteration 256Q: 3 clusters Score -2.43418e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -24341820.000000 Penalty: 6002.421387
	Iteration 257Q: 3 clusters Score -2.434182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -24341824.000000 Penalty: 6002.421387
	Iteration 258Q: 3 clusters Score -2.434182e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
Score: -24341818.000000 Penalty: 6002.421387
	Iteration 259Q: 3 clusters Score -2.434182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 149755 members 
Entering Unmasked Estep 
Score: -24341830.000000 Penalty: 6002.421387
	Iteration 260F: 3 clusters Score -2.434183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 149723 members 
Entering Unmasked Estep 
Score: -24341844.000000 Penalty: 6002.421387
	Iteration 261Q: 3 clusters Score -2.434184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -24341848.000000 Penalty: 6002.421387
	Iteration 262Q: 3 clusters Score -2.434185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -24341846.000000 Penalty: 6002.421387
	Iteration 263Q: 3 clusters Score -2.434185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -24341806.000000 Penalty: 6002.421387
	Iteration 264Q: 3 clusters Score -2.434181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 149616 members 
Entering Unmasked Estep 
Score: -24341822.000000 Penalty: 6002.421387
	Iteration 265Q: 3 clusters Score -2.434182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -24341804.000000 Penalty: 6002.421387
	Iteration 266Q: 3 clusters Score -2.43418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -24341818.000000 Penalty: 6002.421387
	Iteration 267Q: 3 clusters Score -2.434182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -24341822.000000 Penalty: 6002.421387
	Iteration 268Q: 3 clusters Score -2.434182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -24341816.000000 Penalty: 6002.421387
	Iteration 269Q: 3 clusters Score -2.434182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -24341818.000000 Penalty: 6002.421387
	Iteration 270Q: 3 clusters Score -2.434182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -24341826.000000 Penalty: 6002.421387
	Iteration 271Q: 3 clusters Score -2.434183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -24341830.000000 Penalty: 6002.421387
	Iteration 272Q: 3 clusters Score -2.434183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 149467 members 
Entering Unmasked Estep 
Score: -24341810.000000 Penalty: 6002.421387
	Iteration 273Q: 3 clusters Score -2.434181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 149458 members 
Entering Unmasked Estep 
Score: -24341794.000000 Penalty: 6002.421387
	Iteration 274Q: 3 clusters Score -2.434179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 149448 members 
Entering Unmasked Estep 
Score: -24341778.000000 Penalty: 6002.421387
	Iteration 275Q: 3 clusters Score -2.434178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -24341776.000000 Penalty: 6002.421387
	Iteration 276Q: 3 clusters Score -2.434178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -24341782.000000 Penalty: 6002.421387
	Iteration 277Q: 3 clusters Score -2.434178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -24341796.000000 Penalty: 6002.421387
	Iteration 278Q: 3 clusters Score -2.43418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -24341778.000000 Penalty: 6002.421387
	Iteration 279Q: 3 clusters Score -2.434178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -24341784.000000 Penalty: 6002.421387
	Iteration 280F: 3 clusters Score -2.434178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -24341778.000000 Penalty: 6002.421387
	Iteration 281Q: 3 clusters Score -2.434178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 149403 members 
Entering Unmasked Estep 
Score: -24341784.000000 Penalty: 6002.421387
	Iteration 282Q: 3 clusters Score -2.434178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -24341780.000000 Penalty: 6002.421387
	Iteration 283Q: 3 clusters Score -2.434178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 149398 members 
Entering Unmasked Estep 
Score: -24341780.000000 Penalty: 6002.421387
	Iteration 284Q: 3 clusters Score -2.434178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -24341790.000000 Penalty: 6002.421387
	Iteration 285Q: 3 clusters Score -2.434179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -24341796.000000 Penalty: 6002.421387
	Iteration 286Q: 3 clusters Score -2.43418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -24341796.000000 Penalty: 6002.421387
	Iteration 287F: 3 clusters Score -2.43418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 19510 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 24123 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 171206 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 30777 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 195342 members 
Mstep: Class 22 contains 175119 members 
Mstep: Class 23 contains 149393 members 
Entering Unmasked Estep 
Score: -126328936.000000 Penalty: 78551.085938
Splitting cluster 19 changes total score from -126313304.000000 to -126328936.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -369243.750000 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -369243.8 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 1318 members 
Entering Unmasked Estep 
Score: -366182.937500 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -366182.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -366773.625000 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -366773.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -366898.718750 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -366898.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -366978.031250 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -366978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -367023.343750 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -367023.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -367058.406250 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -367058.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -367092.656250 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -367092.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -367122.250000 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -367122.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -367150.625000 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -367150.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -367174.750000 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -367174.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -367194.906250 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -367194.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -367217.093750 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -367217.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -367243.281250 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -367243.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -367265.812500 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -367265.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -367281.312500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -367281.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -367301.375000 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -367301.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -367318.125000 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -367318.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -367332.500000 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -367332.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -367345.500000 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -367345.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -367354.875000 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -367354.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -367362.218750 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -367362.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -367373.875000 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -367373.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -367384.750000 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -367384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -367394.187500 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -367394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -367399.781250 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -367399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -367403.843750 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -367403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -367410.750000 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -367410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -367416.218750 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -367416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -367419.312500 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -367419.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -367420.968750 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -367421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -367424.812500 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -367424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -367428.156250 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -367428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -367433.093750 Penalty: 3927.278564
	Iteration 32Q: 3 clusters Score -367433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -367437.312500 Penalty: 3927.278564
	Iteration 33Q: 3 clusters Score -367437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -367441.062500 Penalty: 3927.278564
	Iteration 34Q: 3 clusters Score -367441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -367444.125000 Penalty: 3927.278564
	Iteration 35Q: 3 clusters Score -367444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -367445.625000 Penalty: 3927.278564
	Iteration 36Q: 3 clusters Score -367445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -367445.625000 Penalty: 3927.278564
	Iteration 37F: 3 clusters Score -367445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (195342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195342 members 
Entering Unmasked Estep 
Score: -26390900.000000 Penalty: 3021.261963
	Iteration 0F: 2 clusters Score -2.63909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -26268872.000000 Penalty: 6042.523926
	Iteration 0F: 3 clusters Score -2.626887e+07 nChanged 94253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -26323316.000000 Penalty: 6042.523926
	Iteration 1F: 3 clusters Score -2.632332e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -26324252.000000 Penalty: 6042.523926
	Iteration 2Q: 3 clusters Score -2.632425e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -26325220.000000 Penalty: 6042.523926
	Iteration 3Q: 3 clusters Score -2.632522e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -26326270.000000 Penalty: 6042.523926
	Iteration 4Q: 3 clusters Score -2.632627e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -26327644.000000 Penalty: 6042.523926
	Iteration 5Q: 3 clusters Score -2.632764e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107603 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -26329520.000000 Penalty: 6042.523926
	Iteration 6Q: 3 clusters Score -2.632952e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -26332430.000000 Penalty: 6042.523926
	Iteration 7Q: 3 clusters Score -2.633243e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -26336810.000000 Penalty: 6042.523926
	Iteration 8Q: 3 clusters Score -2.633681e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130674 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -26343262.000000 Penalty: 6042.523926
	Iteration 9F: 3 clusters Score -2.634326e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -26353268.000000 Penalty: 6042.523926
	Iteration 10F: 3 clusters Score -2.635327e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -26365010.000000 Penalty: 6042.523926
	Iteration 11F: 3 clusters Score -2.636501e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -26375578.000000 Penalty: 6042.523926
	Iteration 12F: 3 clusters Score -2.637558e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -26382046.000000 Penalty: 6042.523926
	Iteration 13Q: 3 clusters Score -2.638205e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186357 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -26385296.000000 Penalty: 6042.523926
	Iteration 14Q: 3 clusters Score -2.63853e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189523 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -26386918.000000 Penalty: 6042.523926
	Iteration 15Q: 3 clusters Score -2.638692e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -26387648.000000 Penalty: 6042.523926
	Iteration 16Q: 3 clusters Score -2.638765e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192225 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -26388160.000000 Penalty: 6042.523926
	Iteration 17Q: 3 clusters Score -2.638816e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192772 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -26388404.000000 Penalty: 6042.523926
	Iteration 18Q: 3 clusters Score -2.63884e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193142 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26388518.000000 Penalty: 6042.523926
	Iteration 19Q: 3 clusters Score -2.638852e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193384 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26388620.000000 Penalty: 6042.523926
	Iteration 20F: 3 clusters Score -2.638862e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193545 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -26388746.000000 Penalty: 6042.523926
	Iteration 21Q: 3 clusters Score -2.638875e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193635 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -26388804.000000 Penalty: 6042.523926
	Iteration 22Q: 3 clusters Score -2.63888e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193711 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26388882.000000 Penalty: 6042.523926
	Iteration 23Q: 3 clusters Score -2.638888e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193768 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26388848.000000 Penalty: 6042.523926
	Iteration 24Q: 3 clusters Score -2.638885e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -26388896.000000 Penalty: 6042.523926
	Iteration 25Q: 3 clusters Score -2.63889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193859 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -26388892.000000 Penalty: 6042.523926
	Iteration 26Q: 3 clusters Score -2.638889e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193893 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -26388918.000000 Penalty: 6042.523926
	Iteration 27Q: 3 clusters Score -2.638892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193914 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -26388910.000000 Penalty: 6042.523926
	Iteration 28Q: 3 clusters Score -2.638891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193938 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26388924.000000 Penalty: 6042.523926
	Iteration 29Q: 3 clusters Score -2.638892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193955 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -26388936.000000 Penalty: 6042.523926
	Iteration 30Q: 3 clusters Score -2.638894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193974 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26388942.000000 Penalty: 6042.523926
	Iteration 31Q: 3 clusters Score -2.638894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193997 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -26388966.000000 Penalty: 6042.523926
	Iteration 32Q: 3 clusters Score -2.638897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194006 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -26388964.000000 Penalty: 6042.523926
	Iteration 33Q: 3 clusters Score -2.638896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194018 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -26388966.000000 Penalty: 6042.523926
	Iteration 34Q: 3 clusters Score -2.638897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194027 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -26389002.000000 Penalty: 6042.523926
	Iteration 35Q: 3 clusters Score -2.6389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194030 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -26388994.000000 Penalty: 6042.523926
	Iteration 36Q: 3 clusters Score -2.638899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194042 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -26388978.000000 Penalty: 6042.523926
	Iteration 37Q: 3 clusters Score -2.638898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194045 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -26388996.000000 Penalty: 6042.523926
	Iteration 38Q: 3 clusters Score -2.6389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -26388998.000000 Penalty: 6042.523926
	Iteration 39Q: 3 clusters Score -2.6389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -26389006.000000 Penalty: 6042.523926
	Iteration 40F: 3 clusters Score -2.638901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194059 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26388998.000000 Penalty: 6042.523926
	Iteration 41Q: 3 clusters Score -2.6389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194062 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -26388988.000000 Penalty: 6042.523926
	Iteration 42Q: 3 clusters Score -2.638899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194064 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -26388994.000000 Penalty: 6042.523926
	Iteration 43Q: 3 clusters Score -2.638899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -26389000.000000 Penalty: 6042.523926
	Iteration 44Q: 3 clusters Score -2.6389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194075 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -26388996.000000 Penalty: 6042.523926
	Iteration 45Q: 3 clusters Score -2.6389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194081 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -26388996.000000 Penalty: 6042.523926
	Iteration 46Q: 3 clusters Score -2.6389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194087 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -26388978.000000 Penalty: 6042.523926
	Iteration 47Q: 3 clusters Score -2.638898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194087 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -26388992.000000 Penalty: 6042.523926
	Iteration 48Q: 3 clusters Score -2.638899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194089 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -26388976.000000 Penalty: 6042.523926
	Iteration 49Q: 3 clusters Score -2.638898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194090 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -26388990.000000 Penalty: 6042.523926
	Iteration 50Q: 3 clusters Score -2.638899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194094 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -26388974.000000 Penalty: 6042.523926
	Iteration 51Q: 3 clusters Score -2.638897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194096 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -26388974.000000 Penalty: 6042.523926
	Iteration 52Q: 3 clusters Score -2.638897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194097 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -26388974.000000 Penalty: 6042.523926
	Iteration 53Q: 3 clusters Score -2.638897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194100 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -26388974.000000 Penalty: 6042.523926
	Iteration 54Q: 3 clusters Score -2.638897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194101 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -26388980.000000 Penalty: 6042.523926
	Iteration 55Q: 3 clusters Score -2.638898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194103 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -26388968.000000 Penalty: 6042.523926
	Iteration 56Q: 3 clusters Score -2.638897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194104 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26388980.000000 Penalty: 6042.523926
	Iteration 57Q: 3 clusters Score -2.638898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194105 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -26388988.000000 Penalty: 6042.523926
	Iteration 58Q: 3 clusters Score -2.638899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194107 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -26388966.000000 Penalty: 6042.523926
	Iteration 59Q: 3 clusters Score -2.638897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194109 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26388974.000000 Penalty: 6042.523926
	Iteration 60F: 3 clusters Score -2.638897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194109 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26388978.000000 Penalty: 6042.523926
	Iteration 61Q: 3 clusters Score -2.638898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194109 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26388974.000000 Penalty: 6042.523926
	Iteration 62Q: 3 clusters Score -2.638897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -26388972.000000 Penalty: 6042.523926
	Iteration 63Q: 3 clusters Score -2.638897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -26388990.000000 Penalty: 6042.523926
	Iteration 64Q: 3 clusters Score -2.638899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -26388998.000000 Penalty: 6042.523926
	Iteration 65Q: 3 clusters Score -2.6389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194107 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -26388992.000000 Penalty: 6042.523926
	Iteration 66Q: 3 clusters Score -2.638899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194108 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -26388984.000000 Penalty: 6042.523926
	Iteration 67Q: 3 clusters Score -2.638898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194107 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -26388990.000000 Penalty: 6042.523926
	Iteration 68Q: 3 clusters Score -2.638899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -26388998.000000 Penalty: 6042.523926
	Iteration 69Q: 3 clusters Score -2.6389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -26388998.000000 Penalty: 6042.523926
	Iteration 70F: 3 clusters Score -2.6389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (175119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Entering Unmasked Estep 
Score: -23669134.000000 Penalty: 2994.158936
	Iteration 0F: 2 clusters Score -2.366913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -23556734.000000 Penalty: 5988.317871
	Iteration 0F: 3 clusters Score -2.355673e+07 nChanged 83754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -23605914.000000 Penalty: 5988.317871
	Iteration 1F: 3 clusters Score -2.360591e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -23607348.000000 Penalty: 5988.317871
	Iteration 2Q: 3 clusters Score -2.360735e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -23608882.000000 Penalty: 5988.317871
	Iteration 3Q: 3 clusters Score -2.360888e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88297 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -23610972.000000 Penalty: 5988.317871
	Iteration 4Q: 3 clusters Score -2.361097e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -23613610.000000 Penalty: 5988.317871
	Iteration 5Q: 3 clusters Score -2.361361e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -23617126.000000 Penalty: 5988.317871
	Iteration 6Q: 3 clusters Score -2.361713e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -23621776.000000 Penalty: 5988.317871
	Iteration 7F: 3 clusters Score -2.362178e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -23627524.000000 Penalty: 5988.317871
	Iteration 8F: 3 clusters Score -2.362752e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -23634056.000000 Penalty: 5988.317871
	Iteration 9F: 3 clusters Score -2.363406e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -23640318.000000 Penalty: 5988.317871
	Iteration 10F: 3 clusters Score -2.364032e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -23644516.000000 Penalty: 5988.317871
	Iteration 11Q: 3 clusters Score -2.364452e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -23646832.000000 Penalty: 5988.317871
	Iteration 12Q: 3 clusters Score -2.364683e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -23648620.000000 Penalty: 5988.317871
	Iteration 13Q: 3 clusters Score -2.364862e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -23650138.000000 Penalty: 5988.317871
	Iteration 14Q: 3 clusters Score -2.365014e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -23651694.000000 Penalty: 5988.317871
	Iteration 15Q: 3 clusters Score -2.365169e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -23653142.000000 Penalty: 5988.317871
	Iteration 16Q: 3 clusters Score -2.365314e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -23654424.000000 Penalty: 5988.317871
	Iteration 17Q: 3 clusters Score -2.365442e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -23655780.000000 Penalty: 5988.317871
	Iteration 18Q: 3 clusters Score -2.365578e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -23657176.000000 Penalty: 5988.317871
	Iteration 19Q: 3 clusters Score -2.365718e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -23658610.000000 Penalty: 5988.317871
	Iteration 20F: 3 clusters Score -2.365861e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -23660096.000000 Penalty: 5988.317871
	Iteration 21Q: 3 clusters Score -2.36601e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118515 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -23661286.000000 Penalty: 5988.317871
	Iteration 22Q: 3 clusters Score -2.366129e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -23662448.000000 Penalty: 5988.317871
	Iteration 23Q: 3 clusters Score -2.366245e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -23663502.000000 Penalty: 5988.317871
	Iteration 24Q: 3 clusters Score -2.36635e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -23664486.000000 Penalty: 5988.317871
	Iteration 25Q: 3 clusters Score -2.366449e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -23665282.000000 Penalty: 5988.317871
	Iteration 26Q: 3 clusters Score -2.366528e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130296 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -23666074.000000 Penalty: 5988.317871
	Iteration 27Q: 3 clusters Score -2.366607e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132456 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -23666706.000000 Penalty: 5988.317871
	Iteration 28Q: 3 clusters Score -2.366671e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134523 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -23667384.000000 Penalty: 5988.317871
	Iteration 29Q: 3 clusters Score -2.366738e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136518 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -23668114.000000 Penalty: 5988.317871
	Iteration 30Q: 3 clusters Score -2.366811e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -23668940.000000 Penalty: 5988.317871
	Iteration 31Q: 3 clusters Score -2.366894e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -23669468.000000 Penalty: 5988.317871
	Iteration 32Q: 3 clusters Score -2.366947e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -23669930.000000 Penalty: 5988.317871
	Iteration 33Q: 3 clusters Score -2.366993e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -23670288.000000 Penalty: 5988.317871
	Iteration 34Q: 3 clusters Score -2.367029e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -23670556.000000 Penalty: 5988.317871
	Iteration 35Q: 3 clusters Score -2.367056e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -23670866.000000 Penalty: 5988.317871
	Iteration 36Q: 3 clusters Score -2.367087e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -23671218.000000 Penalty: 5988.317871
	Iteration 37Q: 3 clusters Score -2.367122e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -23671486.000000 Penalty: 5988.317871
	Iteration 38Q: 3 clusters Score -2.367149e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -23671662.000000 Penalty: 5988.317871
	Iteration 39Q: 3 clusters Score -2.367166e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150241 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -23671888.000000 Penalty: 5988.317871
	Iteration 40F: 3 clusters Score -2.367189e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -23672030.000000 Penalty: 5988.317871
	Iteration 41Q: 3 clusters Score -2.367203e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -23672064.000000 Penalty: 5988.317871
	Iteration 42Q: 3 clusters Score -2.367206e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -23672128.000000 Penalty: 5988.317871
	Iteration 43Q: 3 clusters Score -2.367213e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -23672296.000000 Penalty: 5988.317871
	Iteration 44Q: 3 clusters Score -2.36723e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153721 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -23672278.000000 Penalty: 5988.317871
	Iteration 45Q: 3 clusters Score -2.367228e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154238 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -23672360.000000 Penalty: 5988.317871
	Iteration 46Q: 3 clusters Score -2.367236e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -23672448.000000 Penalty: 5988.317871
	Iteration 47Q: 3 clusters Score -2.367245e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -23672432.000000 Penalty: 5988.317871
	Iteration 48Q: 3 clusters Score -2.367243e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155556 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -23672450.000000 Penalty: 5988.317871
	Iteration 49Q: 3 clusters Score -2.367245e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -23672534.000000 Penalty: 5988.317871
	Iteration 50Q: 3 clusters Score -2.367253e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -23672644.000000 Penalty: 5988.317871
	Iteration 51Q: 3 clusters Score -2.367264e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -23672736.000000 Penalty: 5988.317871
	Iteration 52Q: 3 clusters Score -2.367274e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -23672772.000000 Penalty: 5988.317871
	Iteration 53Q: 3 clusters Score -2.367277e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -23672780.000000 Penalty: 5988.317871
	Iteration 54Q: 3 clusters Score -2.367278e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -23672768.000000 Penalty: 5988.317871
	Iteration 55Q: 3 clusters Score -2.367277e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -23672762.000000 Penalty: 5988.317871
	Iteration 56Q: 3 clusters Score -2.367276e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -23672758.000000 Penalty: 5988.317871
	Iteration 57Q: 3 clusters Score -2.367276e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -23672772.000000 Penalty: 5988.317871
	Iteration 58Q: 3 clusters Score -2.367277e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158190 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -23672756.000000 Penalty: 5988.317871
	Iteration 59Q: 3 clusters Score -2.367276e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158399 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -23672692.000000 Penalty: 5988.317871
	Iteration 60F: 3 clusters Score -2.367269e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158591 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -23672692.000000 Penalty: 5988.317871
	Iteration 61Q: 3 clusters Score -2.367269e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158777 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -23672682.000000 Penalty: 5988.317871
	Iteration 62Q: 3 clusters Score -2.367268e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -23672668.000000 Penalty: 5988.317871
	Iteration 63Q: 3 clusters Score -2.367267e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -23672656.000000 Penalty: 5988.317871
	Iteration 64Q: 3 clusters Score -2.367266e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159311 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -23672680.000000 Penalty: 5988.317871
	Iteration 65Q: 3 clusters Score -2.367268e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -23672672.000000 Penalty: 5988.317871
	Iteration 66Q: 3 clusters Score -2.367267e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -23672678.000000 Penalty: 5988.317871
	Iteration 67Q: 3 clusters Score -2.367268e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -23672664.000000 Penalty: 5988.317871
	Iteration 68Q: 3 clusters Score -2.367266e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -23672698.000000 Penalty: 5988.317871
	Iteration 69Q: 3 clusters Score -2.36727e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -23672696.000000 Penalty: 5988.317871
	Iteration 70Q: 3 clusters Score -2.36727e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -23672714.000000 Penalty: 5988.317871
	Iteration 71Q: 3 clusters Score -2.367271e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -23672742.000000 Penalty: 5988.317871
	Iteration 72Q: 3 clusters Score -2.367274e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -23672734.000000 Penalty: 5988.317871
	Iteration 73Q: 3 clusters Score -2.367273e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -23672730.000000 Penalty: 5988.317871
	Iteration 74Q: 3 clusters Score -2.367273e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160725 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -23672708.000000 Penalty: 5988.317871
	Iteration 75Q: 3 clusters Score -2.367271e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160806 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -23672700.000000 Penalty: 5988.317871
	Iteration 76Q: 3 clusters Score -2.36727e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -23672668.000000 Penalty: 5988.317871
	Iteration 77Q: 3 clusters Score -2.367267e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160944 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -23672652.000000 Penalty: 5988.317871
	Iteration 78Q: 3 clusters Score -2.367265e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161002 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -23672686.000000 Penalty: 5988.317871
	Iteration 79Q: 3 clusters Score -2.367269e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -23672682.000000 Penalty: 5988.317871
	Iteration 80F: 3 clusters Score -2.367268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -23672658.000000 Penalty: 5988.317871
	Iteration 81Q: 3 clusters Score -2.367266e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -23672666.000000 Penalty: 5988.317871
	Iteration 82Q: 3 clusters Score -2.367267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -23672652.000000 Penalty: 5988.317871
	Iteration 83Q: 3 clusters Score -2.367265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -23672636.000000 Penalty: 5988.317871
	Iteration 84Q: 3 clusters Score -2.367264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -23672636.000000 Penalty: 5988.317871
	Iteration 85Q: 3 clusters Score -2.367264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161271 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -23672652.000000 Penalty: 5988.317871
	Iteration 86Q: 3 clusters Score -2.367265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161297 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -23672650.000000 Penalty: 5988.317871
	Iteration 87Q: 3 clusters Score -2.367265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -23672654.000000 Penalty: 5988.317871
	Iteration 88Q: 3 clusters Score -2.367265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -23672650.000000 Penalty: 5988.317871
	Iteration 89Q: 3 clusters Score -2.367265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -23672636.000000 Penalty: 5988.317871
	Iteration 90Q: 3 clusters Score -2.367264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -23672654.000000 Penalty: 5988.317871
	Iteration 91Q: 3 clusters Score -2.367265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -23672628.000000 Penalty: 5988.317871
	Iteration 92Q: 3 clusters Score -2.367263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -23672632.000000 Penalty: 5988.317871
	Iteration 93Q: 3 clusters Score -2.367263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -23672612.000000 Penalty: 5988.317871
	Iteration 94Q: 3 clusters Score -2.367261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161511 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -23672606.000000 Penalty: 5988.317871
	Iteration 95Q: 3 clusters Score -2.367261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -23672592.000000 Penalty: 5988.317871
	Iteration 96Q: 3 clusters Score -2.367259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -23672598.000000 Penalty: 5988.317871
	Iteration 97Q: 3 clusters Score -2.36726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -23672600.000000 Penalty: 5988.317871
	Iteration 98Q: 3 clusters Score -2.36726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -23672594.000000 Penalty: 5988.317871
	Iteration 99Q: 3 clusters Score -2.367259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -23672576.000000 Penalty: 5988.317871
	Iteration 100F: 3 clusters Score -2.367258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161717 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -23672586.000000 Penalty: 5988.317871
	Iteration 101Q: 3 clusters Score -2.367259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161757 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -23672588.000000 Penalty: 5988.317871
	Iteration 102Q: 3 clusters Score -2.367259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -23672600.000000 Penalty: 5988.317871
	Iteration 103Q: 3 clusters Score -2.36726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -23672606.000000 Penalty: 5988.317871
	Iteration 104Q: 3 clusters Score -2.367261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -23672596.000000 Penalty: 5988.317871
	Iteration 105Q: 3 clusters Score -2.36726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161880 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -23672586.000000 Penalty: 5988.317871
	Iteration 106Q: 3 clusters Score -2.367259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -23672598.000000 Penalty: 5988.317871
	Iteration 107Q: 3 clusters Score -2.36726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161932 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -23672614.000000 Penalty: 5988.317871
	Iteration 108Q: 3 clusters Score -2.367261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -23672594.000000 Penalty: 5988.317871
	Iteration 109Q: 3 clusters Score -2.367259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -23672590.000000 Penalty: 5988.317871
	Iteration 110Q: 3 clusters Score -2.367259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -23672574.000000 Penalty: 5988.317871
	Iteration 111Q: 3 clusters Score -2.367257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -23672572.000000 Penalty: 5988.317871
	Iteration 112Q: 3 clusters Score -2.367257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -23672580.000000 Penalty: 5988.317871
	Iteration 113Q: 3 clusters Score -2.367258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162030 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -23672572.000000 Penalty: 5988.317871
	Iteration 114Q: 3 clusters Score -2.367257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162043 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -23672576.000000 Penalty: 5988.317871
	Iteration 115Q: 3 clusters Score -2.367258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -23672562.000000 Penalty: 5988.317871
	Iteration 116Q: 3 clusters Score -2.367256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -23672548.000000 Penalty: 5988.317871
	Iteration 117Q: 3 clusters Score -2.367255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -23672544.000000 Penalty: 5988.317871
	Iteration 118Q: 3 clusters Score -2.367254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -23672566.000000 Penalty: 5988.317871
	Iteration 119Q: 3 clusters Score -2.367257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162082 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -23672550.000000 Penalty: 5988.317871
	Iteration 120F: 3 clusters Score -2.367255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162094 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -23672522.000000 Penalty: 5988.317871
	Iteration 121Q: 3 clusters Score -2.367252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162108 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -23672522.000000 Penalty: 5988.317871
	Iteration 122Q: 3 clusters Score -2.367252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -23672512.000000 Penalty: 5988.317871
	Iteration 123Q: 3 clusters Score -2.367251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -23672512.000000 Penalty: 5988.317871
	Iteration 124Q: 3 clusters Score -2.367251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -23672490.000000 Penalty: 5988.317871
	Iteration 125Q: 3 clusters Score -2.367249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -23672502.000000 Penalty: 5988.317871
	Iteration 126Q: 3 clusters Score -2.36725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -23672504.000000 Penalty: 5988.317871
	Iteration 127Q: 3 clusters Score -2.36725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -23672508.000000 Penalty: 5988.317871
	Iteration 128Q: 3 clusters Score -2.367251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -23672512.000000 Penalty: 5988.317871
	Iteration 129Q: 3 clusters Score -2.367251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -23672510.000000 Penalty: 5988.317871
	Iteration 130Q: 3 clusters Score -2.367251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -23672508.000000 Penalty: 5988.317871
	Iteration 131Q: 3 clusters Score -2.367251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -23672502.000000 Penalty: 5988.317871
	Iteration 132Q: 3 clusters Score -2.36725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -23672504.000000 Penalty: 5988.317871
	Iteration 133Q: 3 clusters Score -2.36725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162232 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -23672510.000000 Penalty: 5988.317871
	Iteration 134Q: 3 clusters Score -2.367251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162235 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -23672498.000000 Penalty: 5988.317871
	Iteration 135Q: 3 clusters Score -2.36725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -23672494.000000 Penalty: 5988.317871
	Iteration 136Q: 3 clusters Score -2.367249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -23672482.000000 Penalty: 5988.317871
	Iteration 137Q: 3 clusters Score -2.367248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -23672482.000000 Penalty: 5988.317871
	Iteration 138Q: 3 clusters Score -2.367248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162245 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -23672490.000000 Penalty: 5988.317871
	Iteration 139Q: 3 clusters Score -2.367249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -23672492.000000 Penalty: 5988.317871
	Iteration 140F: 3 clusters Score -2.367249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162253 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -23672494.000000 Penalty: 5988.317871
	Iteration 141Q: 3 clusters Score -2.367249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162257 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -23672486.000000 Penalty: 5988.317871
	Iteration 142Q: 3 clusters Score -2.367249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162261 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -23672500.000000 Penalty: 5988.317871
	Iteration 143Q: 3 clusters Score -2.36725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -23672484.000000 Penalty: 5988.317871
	Iteration 144Q: 3 clusters Score -2.367248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162267 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -23672490.000000 Penalty: 5988.317871
	Iteration 145Q: 3 clusters Score -2.367249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162269 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -23672490.000000 Penalty: 5988.317871
	Iteration 146Q: 3 clusters Score -2.367249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -23672486.000000 Penalty: 5988.317871
	Iteration 147Q: 3 clusters Score -2.367249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162272 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -23672484.000000 Penalty: 5988.317871
	Iteration 148Q: 3 clusters Score -2.367248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -23672484.000000 Penalty: 5988.317871
	Iteration 149Q: 3 clusters Score -2.367248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -23672470.000000 Penalty: 5988.317871
	Iteration 150Q: 3 clusters Score -2.367247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162278 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -23672472.000000 Penalty: 5988.317871
	Iteration 151Q: 3 clusters Score -2.367247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162284 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -23672474.000000 Penalty: 5988.317871
	Iteration 152Q: 3 clusters Score -2.367247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -23672470.000000 Penalty: 5988.317871
	Iteration 153Q: 3 clusters Score -2.367247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162295 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -23672474.000000 Penalty: 5988.317871
	Iteration 154Q: 3 clusters Score -2.367247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -23672480.000000 Penalty: 5988.317871
	Iteration 155Q: 3 clusters Score -2.367248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -23672484.000000 Penalty: 5988.317871
	Iteration 156Q: 3 clusters Score -2.367248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162304 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -23672494.000000 Penalty: 5988.317871
	Iteration 157Q: 3 clusters Score -2.367249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162309 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -23672476.000000 Penalty: 5988.317871
	Iteration 158Q: 3 clusters Score -2.367248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -23672478.000000 Penalty: 5988.317871
	Iteration 159Q: 3 clusters Score -2.367248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162313 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -23672470.000000 Penalty: 5988.317871
	Iteration 160F: 3 clusters Score -2.367247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162314 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -23672466.000000 Penalty: 5988.317871
	Iteration 161Q: 3 clusters Score -2.367247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -23672460.000000 Penalty: 5988.317871
	Iteration 162Q: 3 clusters Score -2.367246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162317 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -23672450.000000 Penalty: 5988.317871
	Iteration 163Q: 3 clusters Score -2.367245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162319 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -23672450.000000 Penalty: 5988.317871
	Iteration 164Q: 3 clusters Score -2.367245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -23672464.000000 Penalty: 5988.317871
	Iteration 165Q: 3 clusters Score -2.367246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162322 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -23672458.000000 Penalty: 5988.317871
	Iteration 166Q: 3 clusters Score -2.367246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -23672446.000000 Penalty: 5988.317871
	Iteration 167Q: 3 clusters Score -2.367245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -23672446.000000 Penalty: 5988.317871
	Iteration 168Q: 3 clusters Score -2.367245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162322 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -23672444.000000 Penalty: 5988.317871
	Iteration 169Q: 3 clusters Score -2.367244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162325 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -23672446.000000 Penalty: 5988.317871
	Iteration 170Q: 3 clusters Score -2.367245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162329 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -23672446.000000 Penalty: 5988.317871
	Iteration 171Q: 3 clusters Score -2.367245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162334 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -23672448.000000 Penalty: 5988.317871
	Iteration 172Q: 3 clusters Score -2.367245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162341 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -23672448.000000 Penalty: 5988.317871
	Iteration 173Q: 3 clusters Score -2.367245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162349 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -23672452.000000 Penalty: 5988.317871
	Iteration 174Q: 3 clusters Score -2.367245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162359 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -23672440.000000 Penalty: 5988.317871
	Iteration 175Q: 3 clusters Score -2.367244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162363 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -23672438.000000 Penalty: 5988.317871
	Iteration 176Q: 3 clusters Score -2.367244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162371 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -23672432.000000 Penalty: 5988.317871
	Iteration 177Q: 3 clusters Score -2.367243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -23672420.000000 Penalty: 5988.317871
	Iteration 178Q: 3 clusters Score -2.367242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -23672424.000000 Penalty: 5988.317871
	Iteration 179Q: 3 clusters Score -2.367242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -23672444.000000 Penalty: 5988.317871
	Iteration 180F: 3 clusters Score -2.367244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -23672432.000000 Penalty: 5988.317871
	Iteration 181Q: 3 clusters Score -2.367243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -23672418.000000 Penalty: 5988.317871
	Iteration 182Q: 3 clusters Score -2.367242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -23672418.000000 Penalty: 5988.317871
	Iteration 183F: 3 clusters Score -2.367242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 19510 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 24123 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 171206 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 30777 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 195342 members 
Mstep: Class 22 contains 162396 members 
Mstep: Class 23 contains 149393 members 
Mstep: Class 24 contains 12723 members 
Entering Unmasked Estep 
Score: -126331600.000000 Penalty: 81966.351562
Splitting cluster 22 changes total score from -126313304.000000 to -126331600.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 19510 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 24123 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 11 contains 171206 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 30777 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 195342 members 
Mstep: Class 22 contains 162396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126338376.000000 Penalty: 81966.351562
Iteration 39Q: 25 clusters Score -1.263384e+08 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 20319 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 19873 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 171020 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 13 contains 9016 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 22575 members 
Mstep: Class 16 contains 68686 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 32399 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 194126 members 
Mstep: Class 22 contains 166556 members 
Mstep: Class 23 contains 144359 members 
Mstep: Class 24 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126344608.000000 Penalty: 81966.351562
Iteration 40F: 25 clusters Score -1.263446e+08 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 20095 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 19721 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 23573 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 168369 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 8382 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 22661 members 
Mstep: Class 16 contains 68438 members 
Mstep: Class 17 contains 5301 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 33650 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 191185 members 
Mstep: Class 22 contains 168641 members 
Mstep: Class 23 contains 146535 members 
Mstep: Class 24 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126348512.000000 Penalty: 81966.351562
Iteration 41Q: 25 clusters Score -1.263485e+08 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 6 contains 19669 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 23397 members 
Mstep: Class 9 contains 14321 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 165767 members 
Mstep: Class 12 contains 4472 members 
Mstep: Class 13 contains 7800 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22779 members 
Mstep: Class 16 contains 68271 members 
Mstep: Class 17 contains 5200 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 34829 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 188979 members 
Mstep: Class 22 contains 169888 members 
Mstep: Class 23 contains 148517 members 
Mstep: Class 24 contains 14714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126350144.000000 Penalty: 81966.351562
Iteration 42Q: 25 clusters Score -1.263501e+08 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 6 contains 19625 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 23289 members 
Mstep: Class 9 contains 14242 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 163275 members 
Mstep: Class 12 contains 4623 members 
Mstep: Class 13 contains 7274 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22897 members 
Mstep: Class 16 contains 68079 members 
Mstep: Class 17 contains 5073 members 
Mstep: Class 18 contains 10955 members 
Mstep: Class 19 contains 35945 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 187272 members 
Mstep: Class 22 contains 170543 members 
Mstep: Class 23 contains 150522 members 
Mstep: Class 24 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126352536.000000 Penalty: 81966.351562
Iteration 43Q: 25 clusters Score -1.263525e+08 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 19863 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 19605 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 23199 members 
Mstep: Class 9 contains 14164 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 161042 members 
Mstep: Class 12 contains 4788 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 22980 members 
Mstep: Class 16 contains 67887 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 11139 members 
Mstep: Class 19 contains 36950 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 185803 members 
Mstep: Class 22 contains 170837 members 
Mstep: Class 23 contains 152330 members 
Mstep: Class 24 contains 16616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126353928.000000 Penalty: 81966.351562
Iteration 44Q: 25 clusters Score -1.263539e+08 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 19861 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 19578 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 23147 members 
Mstep: Class 9 contains 14069 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 158972 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23029 members 
Mstep: Class 16 contains 67702 members 
Mstep: Class 17 contains 4837 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 37818 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 184726 members 
Mstep: Class 22 contains 170721 members 
Mstep: Class 23 contains 154025 members 
Mstep: Class 24 contains 17648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126355144.000000 Penalty: 81966.351562
Iteration 45Q: 25 clusters Score -1.263551e+08 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 19879 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 23085 members 
Mstep: Class 9 contains 13949 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 157185 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23095 members 
Mstep: Class 16 contains 67607 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 38604 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 183515 members 
Mstep: Class 22 contains 170489 members 
Mstep: Class 23 contains 155640 members 
Mstep: Class 24 contains 18729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126357336.000000 Penalty: 81966.351562
Iteration 46Q: 25 clusters Score -1.263573e+08 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 19492 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 23036 members 
Mstep: Class 9 contains 13816 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 155569 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 5534 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23144 members 
Mstep: Class 16 contains 67572 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 39262 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 182462 members 
Mstep: Class 22 contains 170126 members 
Mstep: Class 23 contains 157134 members 
Mstep: Class 24 contains 19863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126358264.000000 Penalty: 81966.351562
Iteration 47Q: 25 clusters Score -1.263583e+08 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 19916 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 19463 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 22989 members 
Mstep: Class 9 contains 13688 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 154071 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23169 members 
Mstep: Class 16 contains 67528 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 39848 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 181574 members 
Mstep: Class 22 contains 169738 members 
Mstep: Class 23 contains 158506 members 
Mstep: Class 24 contains 20960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126359528.000000 Penalty: 81966.351562
Iteration 48Q: 25 clusters Score -1.263595e+08 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 19945 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 19440 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 22949 members 
Mstep: Class 9 contains 13559 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 152717 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 4835 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23204 members 
Mstep: Class 16 contains 67499 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 40365 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 180687 members 
Mstep: Class 22 contains 169383 members 
Mstep: Class 23 contains 159850 members 
Mstep: Class 24 contains 21944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126361008.000000 Penalty: 81966.351562
Iteration 49Q: 25 clusters Score -1.26361e+08 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 19976 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 19427 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 22896 members 
Mstep: Class 9 contains 13424 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 151332 members 
Mstep: Class 12 contains 5744 members 
Mstep: Class 13 contains 4509 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23243 members 
Mstep: Class 16 contains 67515 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 11558 members 
Mstep: Class 19 contains 40853 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 179877 members 
Mstep: Class 22 contains 169079 members 
Mstep: Class 23 contains 161042 members 
Mstep: Class 24 contains 22928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126362600.000000 Penalty: 81966.351562
Iteration 50Q: 25 clusters Score -1.263626e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 19990 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 19391 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 22875 members 
Mstep: Class 9 contains 13293 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 149877 members 
Mstep: Class 12 contains 5864 members 
Mstep: Class 13 contains 4232 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23290 members 
Mstep: Class 16 contains 67524 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 11598 members 
Mstep: Class 19 contains 41314 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 179170 members 
Mstep: Class 22 contains 168770 members 
Mstep: Class 23 contains 162256 members 
Mstep: Class 24 contains 23899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126363504.000000 Penalty: 81966.351562
Iteration 51Q: 25 clusters Score -1.263635e+08 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 19359 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 22839 members 
Mstep: Class 9 contains 13149 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 148432 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 67610 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 41705 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 178496 members 
Mstep: Class 22 contains 168337 members 
Mstep: Class 23 contains 163488 members 
Mstep: Class 24 contains 24870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364216.000000 Penalty: 81966.351562
Iteration 52Q: 25 clusters Score -1.263642e+08 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 20037 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 19348 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 22804 members 
Mstep: Class 9 contains 13024 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 147081 members 
Mstep: Class 12 contains 6167 members 
Mstep: Class 13 contains 3798 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23324 members 
Mstep: Class 16 contains 67690 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 42003 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 177899 members 
Mstep: Class 22 contains 167908 members 
Mstep: Class 23 contains 164592 members 
Mstep: Class 24 contains 25873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364688.000000 Penalty: 81966.351562
Iteration 53Q: 25 clusters Score -1.263647e+08 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 20063 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 22773 members 
Mstep: Class 9 contains 12910 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 145830 members 
Mstep: Class 12 contains 6322 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23350 members 
Mstep: Class 16 contains 67773 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 11649 members 
Mstep: Class 19 contains 42241 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 177211 members 
Mstep: Class 22 contains 167590 members 
Mstep: Class 23 contains 165585 members 
Mstep: Class 24 contains 26861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126365080.000000 Penalty: 81966.351562
Iteration 54Q: 25 clusters Score -1.263651e+08 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 19288 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 22754 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 144641 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 67859 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 11657 members 
Mstep: Class 19 contains 42484 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 176496 members 
Mstep: Class 22 contains 167449 members 
Mstep: Class 23 contains 166411 members 
Mstep: Class 24 contains 27789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126365456.000000 Penalty: 81966.351562
Iteration 55Q: 25 clusters Score -1.263655e+08 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 20109 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 6 contains 19240 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 22732 members 
Mstep: Class 9 contains 12685 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 143553 members 
Mstep: Class 12 contains 6607 members 
Mstep: Class 13 contains 3382 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23402 members 
Mstep: Class 16 contains 67940 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 42720 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 175735 members 
Mstep: Class 22 contains 167399 members 
Mstep: Class 23 contains 167119 members 
Mstep: Class 24 contains 28649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126365808.000000 Penalty: 81966.351562
Iteration 56Q: 25 clusters Score -1.263658e+08 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 20121 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 19194 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 22707 members 
Mstep: Class 9 contains 12583 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 142593 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23426 members 
Mstep: Class 16 contains 68043 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 42923 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 175098 members 
Mstep: Class 22 contains 167311 members 
Mstep: Class 23 contains 167670 members 
Mstep: Class 24 contains 29480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126366504.000000 Penalty: 81966.351562
Iteration 57Q: 25 clusters Score -1.263665e+08 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 20133 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 19163 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 22684 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 141685 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23450 members 
Mstep: Class 16 contains 68182 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 11699 members 
Mstep: Class 19 contains 43124 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 174564 members 
Mstep: Class 22 contains 167263 members 
Mstep: Class 23 contains 168022 members 
Mstep: Class 24 contains 30240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126366816.000000 Penalty: 81966.351562
Iteration 58Q: 25 clusters Score -1.263668e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 20142 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 22672 members 
Mstep: Class 9 contains 12393 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 140879 members 
Mstep: Class 12 contains 6897 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 68313 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 43290 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 174143 members 
Mstep: Class 22 contains 167213 members 
Mstep: Class 23 contains 168278 members 
Mstep: Class 24 contains 30961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126366744.000000 Penalty: 81966.351562
Iteration 59Q: 25 clusters Score -1.263667e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 20155 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 19086 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 22662 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 140160 members 
Mstep: Class 12 contains 6973 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23482 members 
Mstep: Class 16 contains 68435 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 43453 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 173736 members 
Mstep: Class 22 contains 167198 members 
Mstep: Class 23 contains 168386 members 
Mstep: Class 24 contains 31682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126368112.000000 Penalty: 81966.351562
Iteration 60F: 25 clusters Score -1.263681e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 20157 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 19051 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 22625 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 139510 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 68540 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 43586 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 173285 members 
Mstep: Class 22 contains 167215 members 
Mstep: Class 23 contains 168421 members 
Mstep: Class 24 contains 32374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373120.000000 Penalty: 81966.351562
Iteration 61Q: 25 clusters Score -1.263731e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 20163 members 
Mstep: Class 5 contains 1197 members 
Mstep: Class 6 contains 19032 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22592 members 
Mstep: Class 9 contains 12191 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 11 contains 138919 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23532 members 
Mstep: Class 16 contains 68615 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 43722 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 172888 members 
Mstep: Class 22 contains 167278 members 
Mstep: Class 23 contains 168441 members 
Mstep: Class 24 contains 33001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373976.000000 Penalty: 81966.351562
Iteration 62Q: 25 clusters Score -1.26374e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 19016 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 22565 members 
Mstep: Class 9 contains 12141 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 138322 members 
Mstep: Class 12 contains 7414 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23561 members 
Mstep: Class 16 contains 68688 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 18 contains 11899 members 
Mstep: Class 19 contains 43865 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 172484 members 
Mstep: Class 22 contains 167363 members 
Mstep: Class 23 contains 168456 members 
Mstep: Class 24 contains 33616 members 
Entering Unmasked Estep 
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Iteration 63Q: 25 clusters Score -1.263746e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 20184 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22567 members 
Mstep: Class 9 contains 12082 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 137756 members 
Mstep: Class 12 contains 7536 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23589 members 
Mstep: Class 16 contains 68773 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 172185 members 
Mstep: Class 22 contains 167423 members 
Mstep: Class 23 contains 168430 members 
Mstep: Class 24 contains 34159 members 
Entering Unmasked Estep 
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Iteration 64Q: 25 clusters Score -1.263749e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 20201 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 18972 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 22566 members 
Mstep: Class 9 contains 12035 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 137222 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23610 members 
Mstep: Class 16 contains 68831 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 44130 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 171971 members 
Mstep: Class 22 contains 167386 members 
Mstep: Class 23 contains 168390 members 
Mstep: Class 24 contains 34711 members 
Entering Unmasked Estep 
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Score: -126375200.000000 Penalty: 81966.351562
Iteration 65Q: 25 clusters Score -1.263752e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 20219 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 18942 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 22554 members 
Mstep: Class 9 contains 11983 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 136709 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23639 members 
Mstep: Class 16 contains 68902 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 11903 members 
Mstep: Class 19 contains 44262 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 171780 members 
Mstep: Class 22 contains 167314 members 
Mstep: Class 23 contains 168328 members 
Mstep: Class 24 contains 35267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375560.000000 Penalty: 81966.351562
Iteration 66Q: 25 clusters Score -1.263756e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 18919 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 11934 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 136270 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23663 members 
Mstep: Class 16 contains 68970 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 18 contains 11893 members 
Mstep: Class 19 contains 44368 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 171511 members 
Mstep: Class 22 contains 167233 members 
Mstep: Class 23 contains 168350 members 
Mstep: Class 24 contains 35790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375856.000000 Penalty: 81966.351562
Iteration 67Q: 25 clusters Score -1.263759e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 20226 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 11893 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 135821 members 
Mstep: Class 12 contains 7924 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23674 members 
Mstep: Class 16 contains 69039 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 11882 members 
Mstep: Class 19 contains 44463 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 171340 members 
Mstep: Class 22 contains 167144 members 
Mstep: Class 23 contains 168297 members 
Mstep: Class 24 contains 36315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375896.000000 Penalty: 81966.351562
Iteration 68Q: 25 clusters Score -1.263759e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 20233 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 11860 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 135398 members 
Mstep: Class 12 contains 7995 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23680 members 
Mstep: Class 16 contains 69115 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 11878 members 
Mstep: Class 19 contains 44534 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 171208 members 
Mstep: Class 22 contains 167093 members 
Mstep: Class 23 contains 168240 members 
Mstep: Class 24 contains 36801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126375800.000000 Penalty: 81966.351562
Iteration 69Q: 25 clusters Score -1.263758e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 20245 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 18852 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 11832 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 134989 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23683 members 
Mstep: Class 16 contains 69171 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 44585 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 171097 members 
Mstep: Class 22 contains 167069 members 
Mstep: Class 23 contains 168186 members 
Mstep: Class 24 contains 37270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376296.000000 Penalty: 81966.351562
Iteration 70Q: 25 clusters Score -1.263763e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 20248 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 18842 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22544 members 
Mstep: Class 9 contains 11805 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 134581 members 
Mstep: Class 12 contains 8148 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23672 members 
Mstep: Class 16 contains 69217 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 44643 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 170979 members 
Mstep: Class 22 contains 167134 members 
Mstep: Class 23 contains 168093 members 
Mstep: Class 24 contains 37697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376416.000000 Penalty: 81966.351562
Iteration 71Q: 25 clusters Score -1.263764e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 20251 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 18826 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22547 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 134201 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23664 members 
Mstep: Class 16 contains 69265 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 44702 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 170860 members 
Mstep: Class 22 contains 167269 members 
Mstep: Class 23 contains 167952 members 
Mstep: Class 24 contains 38095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376576.000000 Penalty: 81966.351562
Iteration 72Q: 25 clusters Score -1.263766e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 20254 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 18812 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22548 members 
Mstep: Class 9 contains 11777 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 133825 members 
Mstep: Class 12 contains 8258 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23669 members 
Mstep: Class 16 contains 69314 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 44770 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 170725 members 
Mstep: Class 22 contains 167441 members 
Mstep: Class 23 contains 167852 members 
Mstep: Class 24 contains 38429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376752.000000 Penalty: 81966.351562
Iteration 73Q: 25 clusters Score -1.263768e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 20255 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 18801 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22537 members 
Mstep: Class 9 contains 11762 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 133523 members 
Mstep: Class 12 contains 8320 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23681 members 
Mstep: Class 16 contains 69373 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 44828 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 170612 members 
Mstep: Class 22 contains 167489 members 
Mstep: Class 23 contains 167771 members 
Mstep: Class 24 contains 38749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376736.000000 Penalty: 81966.351562
Iteration 74Q: 25 clusters Score -1.263767e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 20257 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 18796 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22528 members 
Mstep: Class 9 contains 11746 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 133219 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23690 members 
Mstep: Class 16 contains 69433 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 11858 members 
Mstep: Class 19 contains 44890 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170521 members 
Mstep: Class 22 contains 167514 members 
Mstep: Class 23 contains 167688 members 
Mstep: Class 24 contains 39063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377176.000000 Penalty: 81966.351562
Iteration 75Q: 25 clusters Score -1.263772e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 20261 members 
Mstep: Class 5 contains 1197 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22506 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 132915 members 
Mstep: Class 12 contains 8446 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23688 members 
Mstep: Class 16 contains 69488 members 
Mstep: Class 17 contains 3380 members 
Mstep: Class 18 contains 11857 members 
Mstep: Class 19 contains 44948 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170524 members 
Mstep: Class 22 contains 167473 members 
Mstep: Class 23 contains 167582 members 
Mstep: Class 24 contains 39395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377336.000000 Penalty: 81966.351562
Iteration 76Q: 25 clusters Score -1.263773e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 20257 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22491 members 
Mstep: Class 9 contains 11721 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 132654 members 
Mstep: Class 12 contains 8499 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23673 members 
Mstep: Class 16 contains 69540 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 11855 members 
Mstep: Class 19 contains 45012 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170513 members 
Mstep: Class 22 contains 167429 members 
Mstep: Class 23 contains 167511 members 
Mstep: Class 24 contains 39680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126377656.000000 Penalty: 81966.351562
Iteration 77Q: 25 clusters Score -1.263777e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 20258 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 18769 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22479 members 
Mstep: Class 9 contains 11706 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 132399 members 
Mstep: Class 12 contains 8571 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23650 members 
Mstep: Class 16 contains 69592 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 11853 members 
Mstep: Class 19 contains 45082 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170489 members 
Mstep: Class 22 contains 167370 members 
Mstep: Class 23 contains 167474 members 
Mstep: Class 24 contains 39965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126378136.000000 Penalty: 81966.351562
Iteration 78Q: 25 clusters Score -1.263781e+08 nChanged 2612
Entering ConstructFrom: 
Score: -126378136.000000 Penalty: 81966.351562
Entering ConstructFrom: 
Trying to split cluster 1 (31843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Entering Unmasked Estep 
Score: -4336150.500000 Penalty: 2571.406250
	Iteration 0F: 2 clusters Score -4336150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4314492.500000 Penalty: 5142.812500
	Iteration 0F: 3 clusters Score -4314492 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4322253.000000 Penalty: 5142.812500
	Iteration 1F: 3 clusters Score -4322253 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4322798.500000 Penalty: 5142.812500
	Iteration 2Q: 3 clusters Score -4322798 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -4323331.000000 Penalty: 5142.812500
	Iteration 3Q: 3 clusters Score -4323331 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4323960.000000 Penalty: 5142.812500
	Iteration 4Q: 3 clusters Score -4323960 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4324712.000000 Penalty: 5142.812500
	Iteration 5Q: 3 clusters Score -4324712 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4325632.000000 Penalty: 5142.812500
	Iteration 6Q: 3 clusters Score -4325632 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4326716.500000 Penalty: 5142.812500
	Iteration 7F: 3 clusters Score -4326716 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4327833.500000 Penalty: 5142.812500
	Iteration 8F: 3 clusters Score -4327834 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4328976.500000 Penalty: 5142.812500
	Iteration 9F: 3 clusters Score -4328976 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4329935.500000 Penalty: 5142.812500
	Iteration 10Q: 3 clusters Score -4329936 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4330673.500000 Penalty: 5142.812500
	Iteration 11Q: 3 clusters Score -4330674 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4331182.500000 Penalty: 5142.812500
	Iteration 12Q: 3 clusters Score -4331182 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4331479.000000 Penalty: 5142.812500
	Iteration 13Q: 3 clusters Score -4331479 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4331640.000000 Penalty: 5142.812500
	Iteration 14Q: 3 clusters Score -4331640 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4331800.500000 Penalty: 5142.812500
	Iteration 15Q: 3 clusters Score -4331800 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4331920.000000 Penalty: 5142.812500
	Iteration 16Q: 3 clusters Score -4331920 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4332055.000000 Penalty: 5142.812500
	Iteration 17Q: 3 clusters Score -4332055 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4332161.500000 Penalty: 5142.812500
	Iteration 18Q: 3 clusters Score -4332162 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -4332243.000000 Penalty: 5142.812500
	Iteration 19Q: 3 clusters Score -4332243 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4332322.000000 Penalty: 5142.812500
	Iteration 20F: 3 clusters Score -4332322 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4332376.500000 Penalty: 5142.812500
	Iteration 21Q: 3 clusters Score -4332376 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4332448.000000 Penalty: 5142.812500
	Iteration 22Q: 3 clusters Score -4332448 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4332500.000000 Penalty: 5142.812500
	Iteration 23Q: 3 clusters Score -4332500 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4332551.500000 Penalty: 5142.812500
	Iteration 24Q: 3 clusters Score -4332552 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4332630.500000 Penalty: 5142.812500
	Iteration 25Q: 3 clusters Score -4332630 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4332675.500000 Penalty: 5142.812500
	Iteration 26Q: 3 clusters Score -4332676 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4332712.000000 Penalty: 5142.812500
	Iteration 27Q: 3 clusters Score -4332712 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4332776.500000 Penalty: 5142.812500
	Iteration 28Q: 3 clusters Score -4332776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4332828.000000 Penalty: 5142.812500
	Iteration 29Q: 3 clusters Score -4332828 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4332888.000000 Penalty: 5142.812500
	Iteration 30Q: 3 clusters Score -4332888 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4332936.500000 Penalty: 5142.812500
	Iteration 31Q: 3 clusters Score -4332936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -4332991.500000 Penalty: 5142.812500
	Iteration 32Q: 3 clusters Score -4332992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4333034.500000 Penalty: 5142.812500
	Iteration 33Q: 3 clusters Score -4333034 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4333083.000000 Penalty: 5142.812500
	Iteration 34Q: 3 clusters Score -4333083 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4333156.000000 Penalty: 5142.812500
	Iteration 35Q: 3 clusters Score -4333156 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4333200.000000 Penalty: 5142.812500
	Iteration 36Q: 3 clusters Score -4333200 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4333242.500000 Penalty: 5142.812500
	Iteration 37Q: 3 clusters Score -4333242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4333279.500000 Penalty: 5142.812500
	Iteration 38Q: 3 clusters Score -4333280 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4333320.000000 Penalty: 5142.812500
	Iteration 39Q: 3 clusters Score -4333320 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4333355.000000 Penalty: 5142.812500
	Iteration 40F: 3 clusters Score -4333355 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4333388.000000 Penalty: 5142.812500
	Iteration 41Q: 3 clusters Score -4333388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -4333416.000000 Penalty: 5142.812500
	Iteration 42Q: 3 clusters Score -4333416 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4333438.500000 Penalty: 5142.812500
	Iteration 43Q: 3 clusters Score -4333438 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4333457.000000 Penalty: 5142.812500
	Iteration 44Q: 3 clusters Score -4333457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4333456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4333478.500000 Penalty: 5142.812500
	Iteration 46Q: 3 clusters Score -4333478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4333501.000000 Penalty: 5142.812500
	Iteration 47Q: 3 clusters Score -4333501 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4333507.000000 Penalty: 5142.812500
	Iteration 48Q: 3 clusters Score -4333507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4333549.500000 Penalty: 5142.812500
	Iteration 49Q: 3 clusters Score -4333550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4333565.500000 Penalty: 5142.812500
	Iteration 50Q: 3 clusters Score -4333566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4333589.500000 Penalty: 5142.812500
	Iteration 51Q: 3 clusters Score -4333590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4333609.500000 Penalty: 5142.812500
	Iteration 52Q: 3 clusters Score -4333610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4333621.500000 Penalty: 5142.812500
	Iteration 53Q: 3 clusters Score -4333622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4333620.000000 Penalty: 5142.812500
	Iteration 54Q: 3 clusters Score -4333620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4333635.000000 Penalty: 5142.812500
	Iteration 55Q: 3 clusters Score -4333635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4333640.000000 Penalty: 5142.812500
	Iteration 56Q: 3 clusters Score -4333640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4333639.000000 Penalty: 5142.812500
	Iteration 57Q: 3 clusters Score -4333639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4333644.000000 Penalty: 5142.812500
	Iteration 58Q: 3 clusters Score -4333644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -4333650.500000 Penalty: 5142.812500
	Iteration 59Q: 3 clusters Score -4333650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4333654.500000 Penalty: 5142.812500
	Iteration 60F: 3 clusters Score -4333654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4333664.500000 Penalty: 5142.812500
	Iteration 61Q: 3 clusters Score -4333664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4333666.500000 Penalty: 5142.812500
	Iteration 62Q: 3 clusters Score -4333666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4333662.000000 Penalty: 5142.812500
	Iteration 63Q: 3 clusters Score -4333662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4333670.500000 Penalty: 5142.812500
	Iteration 64Q: 3 clusters Score -4333670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4333678.500000 Penalty: 5142.812500
	Iteration 65Q: 3 clusters Score -4333678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4333675.500000 Penalty: 5142.812500
	Iteration 66Q: 3 clusters Score -4333676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4333669.500000 Penalty: 5142.812500
	Iteration 67Q: 3 clusters Score -4333670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4333672.000000 Penalty: 5142.812500
	Iteration 68Q: 3 clusters Score -4333672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4333669.000000 Penalty: 5142.812500
	Iteration 69Q: 3 clusters Score -4333669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4333673.500000 Penalty: 5142.812500
	Iteration 70Q: 3 clusters Score -4333674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4333673.500000 Penalty: 5142.812500
	Iteration 71Q: 3 clusters Score -4333674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4333689.500000 Penalty: 5142.812500
	Iteration 72Q: 3 clusters Score -4333690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -4333685.000000 Penalty: 5142.812500
	Iteration 73Q: 3 clusters Score -4333685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4333684.000000 Penalty: 5142.812500
	Iteration 74Q: 3 clusters Score -4333684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4333685.000000 Penalty: 5142.812500
	Iteration 75Q: 3 clusters Score -4333685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4333690.500000 Penalty: 5142.812500
	Iteration 76Q: 3 clusters Score -4333690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
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Entering Unmasked Estep 
Score: -4333700.500000 Penalty: 5142.812500
	Iteration 77Q: 3 clusters Score -4333700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4333700.500000 Penalty: 5142.812500
	Iteration 78Q: 3 clusters Score -4333700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4333697.000000 Penalty: 5142.812500
	Iteration 79Q: 3 clusters Score -4333697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4333703.500000 Penalty: 5142.812500
	Iteration 80F: 3 clusters Score -4333704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4333714.000000 Penalty: 5142.812500
	Iteration 81Q: 3 clusters Score -4333714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4333715.000000 Penalty: 5142.812500
	Iteration 82Q: 3 clusters Score -4333715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4333712.000000 Penalty: 5142.812500
	Iteration 83Q: 3 clusters Score -4333712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4333714.500000 Penalty: 5142.812500
	Iteration 84Q: 3 clusters Score -4333714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4333719.500000 Penalty: 5142.812500
	Iteration 85Q: 3 clusters Score -4333720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4333728.500000 Penalty: 5142.812500
	Iteration 86Q: 3 clusters Score -4333728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4333727.500000 Penalty: 5142.812500
	Iteration 87Q: 3 clusters Score -4333728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4333722.500000 Penalty: 5142.812500
	Iteration 88Q: 3 clusters Score -4333722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4333724.000000 Penalty: 5142.812500
	Iteration 89Q: 3 clusters Score -4333724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4333729.000000 Penalty: 5142.812500
	Iteration 90Q: 3 clusters Score -4333729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4333731.500000 Penalty: 5142.812500
	Iteration 91Q: 3 clusters Score -4333732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4333725.500000 Penalty: 5142.812500
	Iteration 92Q: 3 clusters Score -4333726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4333722.500000 Penalty: 5142.812500
	Iteration 93Q: 3 clusters Score -4333722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
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Entering Unmasked Estep 
Score: -4333723.500000 Penalty: 5142.812500
	Iteration 94Q: 3 clusters Score -4333724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4333716.500000 Penalty: 5142.812500
	Iteration 95Q: 3 clusters Score -4333716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4333718.000000 Penalty: 5142.812500
	Iteration 96Q: 3 clusters Score -4333718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4333722.000000 Penalty: 5142.812500
	Iteration 97Q: 3 clusters Score -4333722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4333727.000000 Penalty: 5142.812500
	Iteration 98Q: 3 clusters Score -4333727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4333725.000000 Penalty: 5142.812500
	Iteration 99Q: 3 clusters Score -4333725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4333736.000000 Penalty: 5142.812500
	Iteration 100F: 3 clusters Score -4333736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4333735.000000 Penalty: 5142.812500
	Iteration 101Q: 3 clusters Score -4333735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4333739.500000 Penalty: 5142.812500
	Iteration 102Q: 3 clusters Score -4333740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4333749.000000 Penalty: 5142.812500
	Iteration 103Q: 3 clusters Score -4333749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4333751.000000 Penalty: 5142.812500
	Iteration 104Q: 3 clusters Score -4333751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4333750.000000 Penalty: 5142.812500
	Iteration 105Q: 3 clusters Score -4333750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4333754.500000 Penalty: 5142.812500
	Iteration 106Q: 3 clusters Score -4333754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4333752.500000 Penalty: 5142.812500
	Iteration 107Q: 3 clusters Score -4333752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4333759.000000 Penalty: 5142.812500
	Iteration 108Q: 3 clusters Score -4333759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4333758.500000 Penalty: 5142.812500
	Iteration 109Q: 3 clusters Score -4333758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -4333764.000000 Penalty: 5142.812500
	Iteration 110Q: 3 clusters Score -4333764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4333756.500000 Penalty: 5142.812500
	Iteration 111Q: 3 clusters Score -4333756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4333761.000000 Penalty: 5142.812500
	Iteration 112Q: 3 clusters Score -4333761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4333759.500000 Penalty: 5142.812500
	Iteration 113Q: 3 clusters Score -4333760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4333762.500000 Penalty: 5142.812500
	Iteration 114Q: 3 clusters Score -4333762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4333766.500000 Penalty: 5142.812500
	Iteration 115Q: 3 clusters Score -4333766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4333770.000000 Penalty: 5142.812500
	Iteration 116Q: 3 clusters Score -4333770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -4333762.000000 Penalty: 5142.812500
	Iteration 117Q: 3 clusters Score -4333762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4333773.000000 Penalty: 5142.812500
	Iteration 118Q: 3 clusters Score -4333773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4333768.000000 Penalty: 5142.812500
	Iteration 119Q: 3 clusters Score -4333768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4333771.000000 Penalty: 5142.812500
	Iteration 120F: 3 clusters Score -4333771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4333779.500000 Penalty: 5142.812500
	Iteration 121Q: 3 clusters Score -4333780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4333778.500000 Penalty: 5142.812500
	Iteration 122Q: 3 clusters Score -4333778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4333777.000000 Penalty: 5142.812500
	Iteration 123Q: 3 clusters Score -4333777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4333785.500000 Penalty: 5142.812500
	Iteration 124Q: 3 clusters Score -4333786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4333780.500000 Penalty: 5142.812500
	Iteration 125Q: 3 clusters Score -4333780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4333778.500000 Penalty: 5142.812500
	Iteration 126Q: 3 clusters Score -4333778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4333779.000000 Penalty: 5142.812500
	Iteration 127Q: 3 clusters Score -4333779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4333781.000000 Penalty: 5142.812500
	Iteration 128Q: 3 clusters Score -4333781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4333783.000000 Penalty: 5142.812500
	Iteration 129Q: 3 clusters Score -4333783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4333783.000000 Penalty: 5142.812500
	Iteration 130Q: 3 clusters Score -4333783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4333788.500000 Penalty: 5142.812500
	Iteration 131Q: 3 clusters Score -4333788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4333794.000000 Penalty: 5142.812500
	Iteration 132Q: 3 clusters Score -4333794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4333791.500000 Penalty: 5142.812500
	Iteration 133Q: 3 clusters Score -4333792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4333796.000000 Penalty: 5142.812500
	Iteration 134Q: 3 clusters Score -4333796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4333799.000000 Penalty: 5142.812500
	Iteration 135Q: 3 clusters Score -4333799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4333797.500000 Penalty: 5142.812500
	Iteration 136Q: 3 clusters Score -4333798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4333800.500000 Penalty: 5142.812500
	Iteration 137Q: 3 clusters Score -4333800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4333801.000000 Penalty: 5142.812500
	Iteration 138Q: 3 clusters Score -4333801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4333797.000000 Penalty: 5142.812500
	Iteration 139Q: 3 clusters Score -4333797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4333797.500000 Penalty: 5142.812500
	Iteration 140F: 3 clusters Score -4333798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4333807.500000 Penalty: 5142.812500
	Iteration 141Q: 3 clusters Score -4333808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4333807.500000 Penalty: 5142.812500
	Iteration 142Q: 3 clusters Score -4333808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4333804.000000 Penalty: 5142.812500
	Iteration 143Q: 3 clusters Score -4333804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4333803.000000 Penalty: 5142.812500
	Iteration 144Q: 3 clusters Score -4333803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4333803.500000 Penalty: 5142.812500
	Iteration 145Q: 3 clusters Score -4333804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4333802.500000 Penalty: 5142.812500
	Iteration 146Q: 3 clusters Score -4333802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4333807.000000 Penalty: 5142.812500
	Iteration 147Q: 3 clusters Score -4333807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4333801.000000 Penalty: 5142.812500
	Iteration 148Q: 3 clusters Score -4333801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4333811.500000 Penalty: 5142.812500
	Iteration 149Q: 3 clusters Score -4333812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4333809.500000 Penalty: 5142.812500
	Iteration 150Q: 3 clusters Score -4333810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4333818.000000 Penalty: 5142.812500
	Iteration 151Q: 3 clusters Score -4333818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4333816.000000 Penalty: 5142.812500
	Iteration 152Q: 3 clusters Score -4333816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4333815.500000 Penalty: 5142.812500
	Iteration 153Q: 3 clusters Score -4333816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4333824.000000 Penalty: 5142.812500
	Iteration 154Q: 3 clusters Score -4333824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4333815.000000 Penalty: 5142.812500
	Iteration 155Q: 3 clusters Score -4333815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4333822.500000 Penalty: 5142.812500
	Iteration 156Q: 3 clusters Score -4333822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4333823.000000 Penalty: 5142.812500
	Iteration 157Q: 3 clusters Score -4333823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4333827.500000 Penalty: 5142.812500
	Iteration 158Q: 3 clusters Score -4333828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4333832.000000 Penalty: 5142.812500
	Iteration 159Q: 3 clusters Score -4333832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4333838.500000 Penalty: 5142.812500
	Iteration 160F: 3 clusters Score -4333838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4333831.500000 Penalty: 5142.812500
	Iteration 161Q: 3 clusters Score -4333832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4333835.500000 Penalty: 5142.812500
	Iteration 162Q: 3 clusters Score -4333836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4333837.000000 Penalty: 5142.812500
	Iteration 163Q: 3 clusters Score -4333837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4333836.000000 Penalty: 5142.812500
	Iteration 164Q: 3 clusters Score -4333836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4333832.000000 Penalty: 5142.812500
	Iteration 165Q: 3 clusters Score -4333832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4333829.500000 Penalty: 5142.812500
	Iteration 166Q: 3 clusters Score -4333830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4333828.500000 Penalty: 5142.812500
	Iteration 167Q: 3 clusters Score -4333828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4333827.000000 Penalty: 5142.812500
	Iteration 168Q: 3 clusters Score -4333827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4333828.000000 Penalty: 5142.812500
	Iteration 169Q: 3 clusters Score -4333828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4333838.500000 Penalty: 5142.812500
	Iteration 170Q: 3 clusters Score -4333838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4333831.500000 Penalty: 5142.812500
	Iteration 171Q: 3 clusters Score -4333832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4333839.500000 Penalty: 5142.812500
	Iteration 172Q: 3 clusters Score -4333840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4333845.000000 Penalty: 5142.812500
	Iteration 173Q: 3 clusters Score -4333845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4333842.000000 Penalty: 5142.812500
	Iteration 174Q: 3 clusters Score -4333842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4333849.500000 Penalty: 5142.812500
	Iteration 175Q: 3 clusters Score -4333850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4333838.500000 Penalty: 5142.812500
	Iteration 176Q: 3 clusters Score -4333838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4333840.000000 Penalty: 5142.812500
	Iteration 177Q: 3 clusters Score -4333840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4333842.500000 Penalty: 5142.812500
	Iteration 178Q: 3 clusters Score -4333842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4333846.000000 Penalty: 5142.812500
	Iteration 179Q: 3 clusters Score -4333846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4333848.000000 Penalty: 5142.812500
	Iteration 180F: 3 clusters Score -4333848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4333859.500000 Penalty: 5142.812500
	Iteration 181Q: 3 clusters Score -4333860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4333862.000000 Penalty: 5142.812500
	Iteration 182Q: 3 clusters Score -4333862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4333870.500000 Penalty: 5142.812500
	Iteration 183Q: 3 clusters Score -4333870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4333874.000000 Penalty: 5142.812500
	Iteration 184Q: 3 clusters Score -4333874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4333878.000000 Penalty: 5142.812500
	Iteration 185Q: 3 clusters Score -4333878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4333872.000000 Penalty: 5142.812500
	Iteration 186Q: 3 clusters Score -4333872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4333879.000000 Penalty: 5142.812500
	Iteration 187Q: 3 clusters Score -4333879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4333884.000000 Penalty: 5142.812500
	Iteration 188Q: 3 clusters Score -4333884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4333888.000000 Penalty: 5142.812500
	Iteration 189Q: 3 clusters Score -4333888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4333895.500000 Penalty: 5142.812500
	Iteration 190Q: 3 clusters Score -4333896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4333902.000000 Penalty: 5142.812500
	Iteration 191Q: 3 clusters Score -4333902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4333912.000000 Penalty: 5142.812500
	Iteration 192Q: 3 clusters Score -4333912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4333902.500000 Penalty: 5142.812500
	Iteration 193Q: 3 clusters Score -4333902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4333908.500000 Penalty: 5142.812500
	Iteration 194Q: 3 clusters Score -4333908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4333919.500000 Penalty: 5142.812500
	Iteration 195Q: 3 clusters Score -4333920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4333915.000000 Penalty: 5142.812500
	Iteration 196Q: 3 clusters Score -4333915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4333924.000000 Penalty: 5142.812500
	Iteration 197Q: 3 clusters Score -4333924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4333924.500000 Penalty: 5142.812500
	Iteration 198Q: 3 clusters Score -4333924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4333931.000000 Penalty: 5142.812500
	Iteration 199Q: 3 clusters Score -4333931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4333929.500000 Penalty: 5142.812500
	Iteration 200F: 3 clusters Score -4333930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4333935.000000 Penalty: 5142.812500
	Iteration 201Q: 3 clusters Score -4333935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4333941.500000 Penalty: 5142.812500
	Iteration 202Q: 3 clusters Score -4333942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4333935.000000 Penalty: 5142.812500
	Iteration 203Q: 3 clusters Score -4333935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4333930.000000 Penalty: 5142.812500
	Iteration 204Q: 3 clusters Score -4333930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4333929.000000 Penalty: 5142.812500
	Iteration 205Q: 3 clusters Score -4333929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4333931.500000 Penalty: 5142.812500
	Iteration 206Q: 3 clusters Score -4333932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4333932.500000 Penalty: 5142.812500
	Iteration 207Q: 3 clusters Score -4333932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4333936.500000 Penalty: 5142.812500
	Iteration 208Q: 3 clusters Score -4333936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4333940.500000 Penalty: 5142.812500
	Iteration 209Q: 3 clusters Score -4333940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4333940.000000 Penalty: 5142.812500
	Iteration 210Q: 3 clusters Score -4333940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4333941.000000 Penalty: 5142.812500
	Iteration 211Q: 3 clusters Score -4333941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4333948.500000 Penalty: 5142.812500
	Iteration 212Q: 3 clusters Score -4333948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4333947.000000 Penalty: 5142.812500
	Iteration 213Q: 3 clusters Score -4333947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4333948.000000 Penalty: 5142.812500
	Iteration 214Q: 3 clusters Score -4333948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4333948.000000 Penalty: 5142.812500
	Iteration 215F: 3 clusters Score -4333948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -102890.867188 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -102890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101329.468750 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -101329.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102446.804688 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -102446.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103731.007812 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103731 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104971.117188 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -104971.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105532.960938 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -105533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -105920.523438 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -105920.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -105984.382812 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -105984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106047.835938 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -106047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106090.296875 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -106090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -106110.664062 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -106110.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -106121.734375 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -106121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -106122.187500 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -106122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -106158.664062 Penalty: 3404.964355
	Iteration 12F: 3 clusters Score -106158.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -106234.117188 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -106234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -106270.554688 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -106270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -106276.625000 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -106276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -106278.609375 Penalty: 3404.964355
	Iteration 16F: 3 clusters Score -106278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -106286.554688 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -106286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -106291.078125 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -106291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -106291.078125 Penalty: 3404.964355
	Iteration 19F: 3 clusters Score -106291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 20263 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 11689 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 132183 members 
Mstep: Class 12 contains 8649 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170444 members 
Mstep: Class 22 contains 167287 members 
Mstep: Class 23 contains 167409 members 
Mstep: Class 24 contains 40254 members 
Mstep: Class 25 contains 223 members 
Entering Unmasked Estep 
Score: -126379824.000000 Penalty: 85381.617188
Splitting cluster 2 changes total score from -126378136.000000 to -126379824.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -215217.734375 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -215217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212828.046875 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -212828 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -213240.734375 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -213240.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -213322.625000 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -213322.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -213377.375000 Penalty: 3689.146484
	Iteration 3Q: 3 clusters Score -213377.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213406.328125 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -213406.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213428.734375 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -213428.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213447.265625 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -213447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213459.156250 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -213459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213466.109375 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -213466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213469.265625 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -213469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213474.234375 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -213474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -213478.625000 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -213478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -213479.953125 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -213480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213480.359375 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -213480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213480.359375 Penalty: 3689.146484
	Iteration 14F: 3 clusters Score -213480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2616548.000000 Penalty: 2459.304688
	Iteration 0F: 2 clusters Score -2616548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2602295.500000 Penalty: 4918.609375
	Iteration 0F: 3 clusters Score -2602296 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2607247.250000 Penalty: 4918.609375
	Iteration 1F: 3 clusters Score -2607247 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2607744.250000 Penalty: 4918.609375
	Iteration 2F: 3 clusters Score -2607744 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2608193.250000 Penalty: 4918.609375
	Iteration 3Q: 3 clusters Score -2608193 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2608680.250000 Penalty: 4918.609375
	Iteration 4Q: 3 clusters Score -2608680 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2609096.000000 Penalty: 4918.609375
	Iteration 5Q: 3 clusters Score -2609096 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2609493.750000 Penalty: 4918.609375
	Iteration 6Q: 3 clusters Score -2609494 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2609902.500000 Penalty: 4918.609375
	Iteration 7Q: 3 clusters Score -2609902 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2610333.500000 Penalty: 4918.609375
	Iteration 8Q: 3 clusters Score -2610334 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2610808.000000 Penalty: 4918.609375
	Iteration 9Q: 3 clusters Score -2610808 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2611332.750000 Penalty: 4918.609375
	Iteration 10Q: 3 clusters Score -2611333 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2611981.250000 Penalty: 4918.609375
	Iteration 11Q: 3 clusters Score -2611981 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2612664.250000 Penalty: 4918.609375
	Iteration 12Q: 3 clusters Score -2612664 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2613366.000000 Penalty: 4918.609375
	Iteration 13Q: 3 clusters Score -2613366 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2613987.000000 Penalty: 4918.609375
	Iteration 14Q: 3 clusters Score -2613987 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2614420.000000 Penalty: 4918.609375
	Iteration 15Q: 3 clusters Score -2614420 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2614684.750000 Penalty: 4918.609375
	Iteration 16Q: 3 clusters Score -2614685 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2614885.250000 Penalty: 4918.609375
	Iteration 17Q: 3 clusters Score -2614885 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2615025.750000 Penalty: 4918.609375
	Iteration 18Q: 3 clusters Score -2615026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2615102.500000 Penalty: 4918.609375
	Iteration 19Q: 3 clusters Score -2615102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2615174.250000 Penalty: 4918.609375
	Iteration 20F: 3 clusters Score -2615174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2615232.500000 Penalty: 4918.609375
	Iteration 21Q: 3 clusters Score -2615232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2615264.750000 Penalty: 4918.609375
	Iteration 22Q: 3 clusters Score -2615265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2615294.250000 Penalty: 4918.609375
	Iteration 23Q: 3 clusters Score -2615294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2615316.500000 Penalty: 4918.609375
	Iteration 24Q: 3 clusters Score -2615316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2615327.500000 Penalty: 4918.609375
	Iteration 25Q: 3 clusters Score -2615328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2615340.000000 Penalty: 4918.609375
	Iteration 26Q: 3 clusters Score -2615340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2615354.250000 Penalty: 4918.609375
	Iteration 27Q: 3 clusters Score -2615354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2615368.000000 Penalty: 4918.609375
	Iteration 28Q: 3 clusters Score -2615368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2615377.750000 Penalty: 4918.609375
	Iteration 29Q: 3 clusters Score -2615378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2615384.500000 Penalty: 4918.609375
	Iteration 30Q: 3 clusters Score -2615384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2615389.500000 Penalty: 4918.609375
	Iteration 31Q: 3 clusters Score -2615390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2615391.500000 Penalty: 4918.609375
	Iteration 32Q: 3 clusters Score -2615392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2615391.750000 Penalty: 4918.609375
	Iteration 33Q: 3 clusters Score -2615392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2615395.750000 Penalty: 4918.609375
	Iteration 34Q: 3 clusters Score -2615396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2615397.750000 Penalty: 4918.609375
	Iteration 35Q: 3 clusters Score -2615398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2615397.500000 Penalty: 4918.609375
	Iteration 36Q: 3 clusters Score -2615398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2615401.000000 Penalty: 4918.609375
	Iteration 37Q: 3 clusters Score -2615401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2615399.000000 Penalty: 4918.609375
	Iteration 38Q: 3 clusters Score -2615399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2615404.500000 Penalty: 4918.609375
	Iteration 39Q: 3 clusters Score -2615404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2615403.250000 Penalty: 4918.609375
	Iteration 40F: 3 clusters Score -2615403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2615403.000000 Penalty: 4918.609375
	Iteration 41Q: 3 clusters Score -2615403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2615407.750000 Penalty: 4918.609375
	Iteration 42Q: 3 clusters Score -2615408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2615407.250000 Penalty: 4918.609375
	Iteration 43Q: 3 clusters Score -2615407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2615408.000000 Penalty: 4918.609375
	Iteration 44Q: 3 clusters Score -2615408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2615406.500000 Penalty: 4918.609375
	Iteration 45Q: 3 clusters Score -2615406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2615406.500000 Penalty: 4918.609375
	Iteration 46F: 3 clusters Score -2615406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -160342.828125 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -160342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158240.906250 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -158240.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158559.468750 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -158559.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158636.625000 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -158636.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -158681.953125 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -158682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -158699.562500 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -158699.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -158713.578125 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -158713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158726.234375 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -158726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158737.312500 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -158737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158747.281250 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -158747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158753.609375 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -158753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -158760.390625 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -158760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158768.781250 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -158768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158771.796875 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -158771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158772.593750 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -158772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -158773.156250 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -158773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158774.234375 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -158774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158775.468750 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -158775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -158776.890625 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -158776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158779.625000 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -158779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -158782.375000 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -158782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -158784.296875 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -158784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158785.640625 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -158785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158786.453125 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -158786.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158786.453125 Penalty: 3514.191895
	Iteration 23F: 3 clusters Score -158786.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Entering Unmasked Estep 
Score: -2397150.250000 Penalty: 2440.204834
	Iteration 0F: 2 clusters Score -2397150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2383768.750000 Penalty: 4880.409668
	Iteration 0F: 3 clusters Score -2383769 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2388505.500000 Penalty: 4880.409668
	Iteration 1F: 3 clusters Score -2388506 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2389334.750000 Penalty: 4880.409668
	Iteration 2F: 3 clusters Score -2389335 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2390280.250000 Penalty: 4880.409668
	Iteration 3F: 3 clusters Score -2390280 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2391263.250000 Penalty: 4880.409668
	Iteration 4F: 3 clusters Score -2391263 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2392258.500000 Penalty: 4880.409668
	Iteration 5F: 3 clusters Score -2392258 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2393227.750000 Penalty: 4880.409668
	Iteration 6F: 3 clusters Score -2393228 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2394062.500000 Penalty: 4880.409668
	Iteration 7F: 3 clusters Score -2394062 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2394639.750000 Penalty: 4880.409668
	Iteration 8Q: 3 clusters Score -2394640 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2395040.000000 Penalty: 4880.409668
	Iteration 9Q: 3 clusters Score -2395040 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2395279.250000 Penalty: 4880.409668
	Iteration 10Q: 3 clusters Score -2395279 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2395427.250000 Penalty: 4880.409668
	Iteration 11Q: 3 clusters Score -2395427 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2395511.500000 Penalty: 4880.409668
	Iteration 12Q: 3 clusters Score -2395512 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2395566.000000 Penalty: 4880.409668
	Iteration 13Q: 3 clusters Score -2395566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2395592.750000 Penalty: 4880.409668
	Iteration 14Q: 3 clusters Score -2395593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2395609.500000 Penalty: 4880.409668
	Iteration 15Q: 3 clusters Score -2395610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2395613.000000 Penalty: 4880.409668
	Iteration 16Q: 3 clusters Score -2395613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2395615.250000 Penalty: 4880.409668
	Iteration 17Q: 3 clusters Score -2395615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2395625.500000 Penalty: 4880.409668
	Iteration 18Q: 3 clusters Score -2395626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2395635.750000 Penalty: 4880.409668
	Iteration 19Q: 3 clusters Score -2395636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2395646.500000 Penalty: 4880.409668
	Iteration 20F: 3 clusters Score -2395646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2395646.500000 Penalty: 4880.409668
	Iteration 21Q: 3 clusters Score -2395646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2395657.250000 Penalty: 4880.409668
	Iteration 22Q: 3 clusters Score -2395657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2395655.250000 Penalty: 4880.409668
	Iteration 23Q: 3 clusters Score -2395655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2395672.500000 Penalty: 4880.409668
	Iteration 24Q: 3 clusters Score -2395672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2395675.500000 Penalty: 4880.409668
	Iteration 25Q: 3 clusters Score -2395676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2395678.500000 Penalty: 4880.409668
	Iteration 26Q: 3 clusters Score -2395678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2395689.000000 Penalty: 4880.409668
	Iteration 27Q: 3 clusters Score -2395689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2395693.500000 Penalty: 4880.409668
	Iteration 28Q: 3 clusters Score -2395694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2395701.250000 Penalty: 4880.409668
	Iteration 29Q: 3 clusters Score -2395701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2395695.500000 Penalty: 4880.409668
	Iteration 30Q: 3 clusters Score -2395696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2395705.750000 Penalty: 4880.409668
	Iteration 31Q: 3 clusters Score -2395706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2395711.250000 Penalty: 4880.409668
	Iteration 32Q: 3 clusters Score -2395711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2395708.750000 Penalty: 4880.409668
	Iteration 33Q: 3 clusters Score -2395709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2395709.250000 Penalty: 4880.409668
	Iteration 34Q: 3 clusters Score -2395709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2395713.500000 Penalty: 4880.409668
	Iteration 35Q: 3 clusters Score -2395714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2395716.750000 Penalty: 4880.409668
	Iteration 36Q: 3 clusters Score -2395717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2395719.250000 Penalty: 4880.409668
	Iteration 37Q: 3 clusters Score -2395719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2395717.000000 Penalty: 4880.409668
	Iteration 38Q: 3 clusters Score -2395717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2395724.750000 Penalty: 4880.409668
	Iteration 39Q: 3 clusters Score -2395725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2395726.750000 Penalty: 4880.409668
	Iteration 40F: 3 clusters Score -2395727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2395727.750000 Penalty: 4880.409668
	Iteration 41Q: 3 clusters Score -2395728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2395734.500000 Penalty: 4880.409668
	Iteration 42Q: 3 clusters Score -2395734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2395733.000000 Penalty: 4880.409668
	Iteration 43Q: 3 clusters Score -2395733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2395740.250000 Penalty: 4880.409668
	Iteration 44Q: 3 clusters Score -2395740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2395743.250000 Penalty: 4880.409668
	Iteration 45Q: 3 clusters Score -2395743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2395747.000000 Penalty: 4880.409668
	Iteration 46Q: 3 clusters Score -2395747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2395751.000000 Penalty: 4880.409668
	Iteration 47Q: 3 clusters Score -2395751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2395751.750000 Penalty: 4880.409668
	Iteration 48Q: 3 clusters Score -2395752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2395758.750000 Penalty: 4880.409668
	Iteration 49Q: 3 clusters Score -2395759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2395757.250000 Penalty: 4880.409668
	Iteration 50Q: 3 clusters Score -2395757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2395768.500000 Penalty: 4880.409668
	Iteration 51Q: 3 clusters Score -2395768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2395770.500000 Penalty: 4880.409668
	Iteration 52Q: 3 clusters Score -2395770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2395781.000000 Penalty: 4880.409668
	Iteration 53Q: 3 clusters Score -2395781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2395779.500000 Penalty: 4880.409668
	Iteration 54Q: 3 clusters Score -2395780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2395787.000000 Penalty: 4880.409668
	Iteration 55Q: 3 clusters Score -2395787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2395784.750000 Penalty: 4880.409668
	Iteration 56Q: 3 clusters Score -2395785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2395789.750000 Penalty: 4880.409668
	Iteration 57Q: 3 clusters Score -2395790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2395791.750000 Penalty: 4880.409668
	Iteration 58Q: 3 clusters Score -2395792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2395792.000000 Penalty: 4880.409668
	Iteration 59Q: 3 clusters Score -2395792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2395796.000000 Penalty: 4880.409668
	Iteration 60F: 3 clusters Score -2395796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2395799.750000 Penalty: 4880.409668
	Iteration 61Q: 3 clusters Score -2395800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2395801.250000 Penalty: 4880.409668
	Iteration 62Q: 3 clusters Score -2395801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2395805.500000 Penalty: 4880.409668
	Iteration 63Q: 3 clusters Score -2395806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2395811.750000 Penalty: 4880.409668
	Iteration 64Q: 3 clusters Score -2395812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2395819.500000 Penalty: 4880.409668
	Iteration 65Q: 3 clusters Score -2395820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2395817.000000 Penalty: 4880.409668
	Iteration 66Q: 3 clusters Score -2395817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2395812.500000 Penalty: 4880.409668
	Iteration 67Q: 3 clusters Score -2395812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2395814.250000 Penalty: 4880.409668
	Iteration 68Q: 3 clusters Score -2395814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2395823.750000 Penalty: 4880.409668
	Iteration 69Q: 3 clusters Score -2395824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2395820.500000 Penalty: 4880.409668
	Iteration 70Q: 3 clusters Score -2395820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2395824.000000 Penalty: 4880.409668
	Iteration 71Q: 3 clusters Score -2395824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2395823.500000 Penalty: 4880.409668
	Iteration 72Q: 3 clusters Score -2395824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2395828.000000 Penalty: 4880.409668
	Iteration 73Q: 3 clusters Score -2395828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2395827.250000 Penalty: 4880.409668
	Iteration 74Q: 3 clusters Score -2395827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2395828.750000 Penalty: 4880.409668
	Iteration 75Q: 3 clusters Score -2395829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2395833.000000 Penalty: 4880.409668
	Iteration 76Q: 3 clusters Score -2395833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2395826.750000 Penalty: 4880.409668
	Iteration 77Q: 3 clusters Score -2395827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2395825.750000 Penalty: 4880.409668
	Iteration 78Q: 3 clusters Score -2395826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2395826.250000 Penalty: 4880.409668
	Iteration 79Q: 3 clusters Score -2395826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2395826.500000 Penalty: 4880.409668
	Iteration 80F: 3 clusters Score -2395826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2395822.500000 Penalty: 4880.409668
	Iteration 81Q: 3 clusters Score -2395822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2395826.250000 Penalty: 4880.409668
	Iteration 82Q: 3 clusters Score -2395826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2395825.250000 Penalty: 4880.409668
	Iteration 83Q: 3 clusters Score -2395825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2395829.000000 Penalty: 4880.409668
	Iteration 84Q: 3 clusters Score -2395829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2395830.750000 Penalty: 4880.409668
	Iteration 85Q: 3 clusters Score -2395831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2395832.500000 Penalty: 4880.409668
	Iteration 86Q: 3 clusters Score -2395832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2395831.000000 Penalty: 4880.409668
	Iteration 87Q: 3 clusters Score -2395831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2395839.500000 Penalty: 4880.409668
	Iteration 88Q: 3 clusters Score -2395840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2395839.250000 Penalty: 4880.409668
	Iteration 89Q: 3 clusters Score -2395839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2395842.000000 Penalty: 4880.409668
	Iteration 90Q: 3 clusters Score -2395842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2395839.250000 Penalty: 4880.409668
	Iteration 91Q: 3 clusters Score -2395839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2395838.500000 Penalty: 4880.409668
	Iteration 92Q: 3 clusters Score -2395838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2395845.750000 Penalty: 4880.409668
	Iteration 93Q: 3 clusters Score -2395846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2395845.250000 Penalty: 4880.409668
	Iteration 94Q: 3 clusters Score -2395845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2395844.000000 Penalty: 4880.409668
	Iteration 95Q: 3 clusters Score -2395844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2395842.500000 Penalty: 4880.409668
	Iteration 96Q: 3 clusters Score -2395842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2395844.500000 Penalty: 4880.409668
	Iteration 97Q: 3 clusters Score -2395844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2395846.250000 Penalty: 4880.409668
	Iteration 98Q: 3 clusters Score -2395846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2395848.250000 Penalty: 4880.409668
	Iteration 99Q: 3 clusters Score -2395848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2395850.000000 Penalty: 4880.409668
	Iteration 100F: 3 clusters Score -2395850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2395846.500000 Penalty: 4880.409668
	Iteration 101Q: 3 clusters Score -2395846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2395847.500000 Penalty: 4880.409668
	Iteration 102Q: 3 clusters Score -2395848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2395845.250000 Penalty: 4880.409668
	Iteration 103Q: 3 clusters Score -2395845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2395846.750000 Penalty: 4880.409668
	Iteration 104Q: 3 clusters Score -2395847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2395843.750000 Penalty: 4880.409668
	Iteration 105Q: 3 clusters Score -2395844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2395843.500000 Penalty: 4880.409668
	Iteration 106Q: 3 clusters Score -2395844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2395844.750000 Penalty: 4880.409668
	Iteration 107Q: 3 clusters Score -2395845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2395844.750000 Penalty: 4880.409668
	Iteration 108F: 3 clusters Score -2395845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60213.363281 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60213.36 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 251 members 
Entering Unmasked Estep 
Score: -58713.941406 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -58713.94 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58875.925781 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -58875.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58938.746094 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -58938.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58973.914062 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -58973.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58999.281250 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -58999.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59018.050781 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -59018.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59025.753906 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -59025.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59030.554688 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -59030.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59030.554688 Penalty: 3069.378906
	Iteration 8F: 3 clusters Score -59030.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Entering Unmasked Estep 
Score: -2932004.000000 Penalty: 2484.933105
	Iteration 0F: 2 clusters Score -2932004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2916431.500000 Penalty: 4969.866211
	Iteration 0F: 3 clusters Score -2916432 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2921746.250000 Penalty: 4969.866211
	Iteration 1F: 3 clusters Score -2921746 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2922263.000000 Penalty: 4969.866211
	Iteration 2F: 3 clusters Score -2922263 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2922854.250000 Penalty: 4969.866211
	Iteration 3F: 3 clusters Score -2922854 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2923470.000000 Penalty: 4969.866211
	Iteration 4F: 3 clusters Score -2923470 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2924066.250000 Penalty: 4969.866211
	Iteration 5F: 3 clusters Score -2924066 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2924604.750000 Penalty: 4969.866211
	Iteration 6Q: 3 clusters Score -2924605 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2925156.500000 Penalty: 4969.866211
	Iteration 7Q: 3 clusters Score -2925156 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2925809.000000 Penalty: 4969.866211
	Iteration 8Q: 3 clusters Score -2925809 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2926536.500000 Penalty: 4969.866211
	Iteration 9F: 3 clusters Score -2926536 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2927335.750000 Penalty: 4969.866211
	Iteration 10F: 3 clusters Score -2927336 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2928103.000000 Penalty: 4969.866211
	Iteration 11Q: 3 clusters Score -2928103 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2928779.500000 Penalty: 4969.866211
	Iteration 12Q: 3 clusters Score -2928780 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2929262.000000 Penalty: 4969.866211
	Iteration 13Q: 3 clusters Score -2929262 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2929578.500000 Penalty: 4969.866211
	Iteration 14Q: 3 clusters Score -2929578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2929832.000000 Penalty: 4969.866211
	Iteration 15Q: 3 clusters Score -2929832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2930007.750000 Penalty: 4969.866211
	Iteration 16Q: 3 clusters Score -2930008 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2930127.250000 Penalty: 4969.866211
	Iteration 17Q: 3 clusters Score -2930127 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2930234.250000 Penalty: 4969.866211
	Iteration 18Q: 3 clusters Score -2930234 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2930307.500000 Penalty: 4969.866211
	Iteration 19Q: 3 clusters Score -2930308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2930357.250000 Penalty: 4969.866211
	Iteration 20F: 3 clusters Score -2930357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2930390.000000 Penalty: 4969.866211
	Iteration 21Q: 3 clusters Score -2930390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2930414.500000 Penalty: 4969.866211
	Iteration 22Q: 3 clusters Score -2930414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2930425.500000 Penalty: 4969.866211
	Iteration 23Q: 3 clusters Score -2930426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2930447.500000 Penalty: 4969.866211
	Iteration 24Q: 3 clusters Score -2930448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2930464.250000 Penalty: 4969.866211
	Iteration 25Q: 3 clusters Score -2930464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2930479.750000 Penalty: 4969.866211
	Iteration 26Q: 3 clusters Score -2930480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2930487.250000 Penalty: 4969.866211
	Iteration 27Q: 3 clusters Score -2930487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2930496.000000 Penalty: 4969.866211
	Iteration 28Q: 3 clusters Score -2930496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2930499.000000 Penalty: 4969.866211
	Iteration 29Q: 3 clusters Score -2930499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2930507.250000 Penalty: 4969.866211
	Iteration 30Q: 3 clusters Score -2930507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2930509.750000 Penalty: 4969.866211
	Iteration 31Q: 3 clusters Score -2930510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2930518.500000 Penalty: 4969.866211
	Iteration 32Q: 3 clusters Score -2930518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2930525.500000 Penalty: 4969.866211
	Iteration 33Q: 3 clusters Score -2930526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2930529.500000 Penalty: 4969.866211
	Iteration 34Q: 3 clusters Score -2930530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2930527.250000 Penalty: 4969.866211
	Iteration 35Q: 3 clusters Score -2930527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2930532.250000 Penalty: 4969.866211
	Iteration 36Q: 3 clusters Score -2930532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2930531.750000 Penalty: 4969.866211
	Iteration 37Q: 3 clusters Score -2930532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2930528.500000 Penalty: 4969.866211
	Iteration 38Q: 3 clusters Score -2930528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2930542.250000 Penalty: 4969.866211
	Iteration 39Q: 3 clusters Score -2930542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2930544.750000 Penalty: 4969.866211
	Iteration 40F: 3 clusters Score -2930545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2930548.750000 Penalty: 4969.866211
	Iteration 41Q: 3 clusters Score -2930549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2930559.500000 Penalty: 4969.866211
	Iteration 42Q: 3 clusters Score -2930560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2930558.750000 Penalty: 4969.866211
	Iteration 43Q: 3 clusters Score -2930559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2930558.750000 Penalty: 4969.866211
	Iteration 44Q: 3 clusters Score -2930559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2930558.500000 Penalty: 4969.866211
	Iteration 45Q: 3 clusters Score -2930558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2930555.500000 Penalty: 4969.866211
	Iteration 46Q: 3 clusters Score -2930556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2930560.500000 Penalty: 4969.866211
	Iteration 47Q: 3 clusters Score -2930560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2930566.000000 Penalty: 4969.866211
	Iteration 48Q: 3 clusters Score -2930566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2930560.250000 Penalty: 4969.866211
	Iteration 49Q: 3 clusters Score -2930560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2930561.750000 Penalty: 4969.866211
	Iteration 50Q: 3 clusters Score -2930562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2930561.500000 Penalty: 4969.866211
	Iteration 51Q: 3 clusters Score -2930562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2930561.750000 Penalty: 4969.866211
	Iteration 52Q: 3 clusters Score -2930562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2930563.500000 Penalty: 4969.866211
	Iteration 53Q: 3 clusters Score -2930564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2930562.750000 Penalty: 4969.866211
	Iteration 54Q: 3 clusters Score -2930563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2930565.250000 Penalty: 4969.866211
	Iteration 55Q: 3 clusters Score -2930565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2930567.500000 Penalty: 4969.866211
	Iteration 56Q: 3 clusters Score -2930568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2930564.500000 Penalty: 4969.866211
	Iteration 57Q: 3 clusters Score -2930564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2930565.750000 Penalty: 4969.866211
	Iteration 58Q: 3 clusters Score -2930566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2930567.500000 Penalty: 4969.866211
	Iteration 59Q: 3 clusters Score -2930568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2930566.750000 Penalty: 4969.866211
	Iteration 60F: 3 clusters Score -2930567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2930564.750000 Penalty: 4969.866211
	Iteration 61Q: 3 clusters Score -2930565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2930568.250000 Penalty: 4969.866211
	Iteration 62Q: 3 clusters Score -2930568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2930566.250000 Penalty: 4969.866211
	Iteration 63Q: 3 clusters Score -2930566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2930566.250000 Penalty: 4969.866211
	Iteration 64Q: 3 clusters Score -2930566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2930573.000000 Penalty: 4969.866211
	Iteration 65Q: 3 clusters Score -2930573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2930573.250000 Penalty: 4969.866211
	Iteration 66Q: 3 clusters Score -2930573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2930569.750000 Penalty: 4969.866211
	Iteration 67Q: 3 clusters Score -2930570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2930572.500000 Penalty: 4969.866211
	Iteration 68Q: 3 clusters Score -2930572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2930570.000000 Penalty: 4969.866211
	Iteration 69Q: 3 clusters Score -2930570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2930572.500000 Penalty: 4969.866211
	Iteration 70Q: 3 clusters Score -2930572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2930578.000000 Penalty: 4969.866211
	Iteration 71Q: 3 clusters Score -2930578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2930574.250000 Penalty: 4969.866211
	Iteration 72Q: 3 clusters Score -2930574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2930576.250000 Penalty: 4969.866211
	Iteration 73Q: 3 clusters Score -2930576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2930579.250000 Penalty: 4969.866211
	Iteration 74Q: 3 clusters Score -2930579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2930575.750000 Penalty: 4969.866211
	Iteration 75Q: 3 clusters Score -2930576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2930568.750000 Penalty: 4969.866211
	Iteration 76Q: 3 clusters Score -2930569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2930571.250000 Penalty: 4969.866211
	Iteration 77Q: 3 clusters Score -2930571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2930571.250000 Penalty: 4969.866211
	Iteration 78F: 3 clusters Score -2930571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Entering Unmasked Estep 
Score: -1511734.125000 Penalty: 2322.868164
	Iteration 0F: 2 clusters Score -1511734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1502989.625000 Penalty: 4645.736328
	Iteration 0F: 3 clusters Score -1502990 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1505862.375000 Penalty: 4645.736328
	Iteration 1F: 3 clusters Score -1505862 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1506652.875000 Penalty: 4645.736328
	Iteration 2F: 3 clusters Score -1506653 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1507527.250000 Penalty: 4645.736328
	Iteration 3F: 3 clusters Score -1507527 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1508441.125000 Penalty: 4645.736328
	Iteration 4F: 3 clusters Score -1508441 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1509380.250000 Penalty: 4645.736328
	Iteration 5F: 3 clusters Score -1509380 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1510098.625000 Penalty: 4645.736328
	Iteration 6F: 3 clusters Score -1510099 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1510532.500000 Penalty: 4645.736328
	Iteration 7F: 3 clusters Score -1510532 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1510779.000000 Penalty: 4645.736328
	Iteration 8Q: 3 clusters Score -1510779 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1510883.500000 Penalty: 4645.736328
	Iteration 9Q: 3 clusters Score -1510884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1510941.000000 Penalty: 4645.736328
	Iteration 10Q: 3 clusters Score -1510941 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1510976.375000 Penalty: 4645.736328
	Iteration 11Q: 3 clusters Score -1510976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1511003.625000 Penalty: 4645.736328
	Iteration 12Q: 3 clusters Score -1511004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1511019.500000 Penalty: 4645.736328
	Iteration 13Q: 3 clusters Score -1511020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1511031.250000 Penalty: 4645.736328
	Iteration 14Q: 3 clusters Score -1511031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1511035.500000 Penalty: 4645.736328
	Iteration 15Q: 3 clusters Score -1511036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1511041.000000 Penalty: 4645.736328
	Iteration 16Q: 3 clusters Score -1511041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1511042.875000 Penalty: 4645.736328
	Iteration 17Q: 3 clusters Score -1511043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1511043.625000 Penalty: 4645.736328
	Iteration 18Q: 3 clusters Score -1511044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1511046.750000 Penalty: 4645.736328
	Iteration 19Q: 3 clusters Score -1511047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1511049.250000 Penalty: 4645.736328
	Iteration 20F: 3 clusters Score -1511049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1511051.500000 Penalty: 4645.736328
	Iteration 21Q: 3 clusters Score -1511052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1511052.125000 Penalty: 4645.736328
	Iteration 22Q: 3 clusters Score -1511052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1511053.125000 Penalty: 4645.736328
	Iteration 23Q: 3 clusters Score -1511053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1511049.750000 Penalty: 4645.736328
	Iteration 24Q: 3 clusters Score -1511050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1511049.875000 Penalty: 4645.736328
	Iteration 25Q: 3 clusters Score -1511050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1511049.500000 Penalty: 4645.736328
	Iteration 26Q: 3 clusters Score -1511050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1511052.375000 Penalty: 4645.736328
	Iteration 27Q: 3 clusters Score -1511052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1511051.000000 Penalty: 4645.736328
	Iteration 28Q: 3 clusters Score -1511051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1511048.625000 Penalty: 4645.736328
	Iteration 29Q: 3 clusters Score -1511049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1511048.625000 Penalty: 4645.736328
	Iteration 30F: 3 clusters Score -1511049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -61383.398438 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -61383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59849.363281 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -59849.36 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60293.125000 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -60293.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60597.308594 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -60597.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60720.210938 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -60720.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60854.089844 Penalty: 3200.216309
	Iteration 4F: 3 clusters Score -60854.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60941.984375 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -60941.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61034.816406 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -61034.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61130.550781 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -61130.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61214.535156 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -61214.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61263.402344 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -61263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61317.585938 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -61317.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61336.695312 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -61336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61366.613281 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -61366.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61380.695312 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -61380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61388.433594 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -61388.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61392.031250 Penalty: 3200.216309
	Iteration 15Q: 3 clusters Score -61392.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61413.207031 Penalty: 3200.216309
	Iteration 16F: 3 clusters Score -61413.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61425.132812 Penalty: 3200.216309
	Iteration 17Q: 3 clusters Score -61425.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61425.132812 Penalty: 3200.216309
	Iteration 18F: 3 clusters Score -61425.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 20263 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 11689 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 132183 members 
Mstep: Class 12 contains 8649 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170444 members 
Mstep: Class 22 contains 167287 members 
Mstep: Class 23 contains 167409 members 
Mstep: Class 24 contains 40254 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 174 members 
Entering Unmasked Estep 
Score: -126378016.000000 Penalty: 88796.882812
Splitting cluster 10 changes total score from -126378136.000000 to -126378016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (132183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132183 members 
Entering Unmasked Estep 
Score: -17950704.000000 Penalty: 2924.401855
	Iteration 0F: 2 clusters Score -1.79507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -17863188.000000 Penalty: 5848.803711
	Iteration 0F: 3 clusters Score -1.786319e+07 nChanged 63086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -17900326.000000 Penalty: 5848.803711
	Iteration 1F: 3 clusters Score -1.790033e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -17901738.000000 Penalty: 5848.803711
	Iteration 2Q: 3 clusters Score -1.790174e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -17903686.000000 Penalty: 5848.803711
	Iteration 3Q: 3 clusters Score -1.790369e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -17906682.000000 Penalty: 5848.803711
	Iteration 4Q: 3 clusters Score -1.790668e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -17910928.000000 Penalty: 5848.803711
	Iteration 5F: 3 clusters Score -1.791093e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -17916742.000000 Penalty: 5848.803711
	Iteration 6F: 3 clusters Score -1.791674e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -17923176.000000 Penalty: 5848.803711
	Iteration 7F: 3 clusters Score -1.792318e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -17928814.000000 Penalty: 5848.803711
	Iteration 8F: 3 clusters Score -1.792881e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -17932190.000000 Penalty: 5848.803711
	Iteration 9F: 3 clusters Score -1.793219e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -17933444.000000 Penalty: 5848.803711
	Iteration 10Q: 3 clusters Score -1.793344e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -17934034.000000 Penalty: 5848.803711
	Iteration 11Q: 3 clusters Score -1.793403e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -17934438.000000 Penalty: 5848.803711
	Iteration 12Q: 3 clusters Score -1.793444e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -17934684.000000 Penalty: 5848.803711
	Iteration 13Q: 3 clusters Score -1.793468e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -17935022.000000 Penalty: 5848.803711
	Iteration 14Q: 3 clusters Score -1.793502e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -17935290.000000 Penalty: 5848.803711
	Iteration 15Q: 3 clusters Score -1.793529e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -17935654.000000 Penalty: 5848.803711
	Iteration 16Q: 3 clusters Score -1.793565e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -17935996.000000 Penalty: 5848.803711
	Iteration 17Q: 3 clusters Score -1.7936e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -17936388.000000 Penalty: 5848.803711
	Iteration 18Q: 3 clusters Score -1.793639e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -17936864.000000 Penalty: 5848.803711
	Iteration 19Q: 3 clusters Score -1.793686e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -17937250.000000 Penalty: 5848.803711
	Iteration 20F: 3 clusters Score -1.793725e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -17937704.000000 Penalty: 5848.803711
	Iteration 21Q: 3 clusters Score -1.79377e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96524 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -17938152.000000 Penalty: 5848.803711
	Iteration 22Q: 3 clusters Score -1.793815e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -17938622.000000 Penalty: 5848.803711
	Iteration 23Q: 3 clusters Score -1.793862e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -17939052.000000 Penalty: 5848.803711
	Iteration 24Q: 3 clusters Score -1.793905e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -17939600.000000 Penalty: 5848.803711
	Iteration 25Q: 3 clusters Score -1.79396e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -17940062.000000 Penalty: 5848.803711
	Iteration 26Q: 3 clusters Score -1.794006e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -17940472.000000 Penalty: 5848.803711
	Iteration 27Q: 3 clusters Score -1.794047e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -17940900.000000 Penalty: 5848.803711
	Iteration 28Q: 3 clusters Score -1.79409e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -17941440.000000 Penalty: 5848.803711
	Iteration 29Q: 3 clusters Score -1.794144e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -17941908.000000 Penalty: 5848.803711
	Iteration 30Q: 3 clusters Score -1.794191e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112861 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -17942416.000000 Penalty: 5848.803711
	Iteration 31Q: 3 clusters Score -1.794242e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -17942982.000000 Penalty: 5848.803711
	Iteration 32Q: 3 clusters Score -1.794298e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -17943510.000000 Penalty: 5848.803711
	Iteration 33Q: 3 clusters Score -1.794351e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -17943906.000000 Penalty: 5848.803711
	Iteration 34Q: 3 clusters Score -1.794391e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -17944304.000000 Penalty: 5848.803711
	Iteration 35Q: 3 clusters Score -1.79443e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -17944748.000000 Penalty: 5848.803711
	Iteration 36Q: 3 clusters Score -1.794475e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -17945098.000000 Penalty: 5848.803711
	Iteration 37Q: 3 clusters Score -1.79451e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -17945452.000000 Penalty: 5848.803711
	Iteration 38Q: 3 clusters Score -1.794545e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -17945726.000000 Penalty: 5848.803711
	Iteration 39Q: 3 clusters Score -1.794573e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -17946020.000000 Penalty: 5848.803711
	Iteration 40F: 3 clusters Score -1.794602e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -17946312.000000 Penalty: 5848.803711
	Iteration 41Q: 3 clusters Score -1.794631e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125504 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -17946622.000000 Penalty: 5848.803711
	Iteration 42Q: 3 clusters Score -1.794662e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -17946826.000000 Penalty: 5848.803711
	Iteration 43Q: 3 clusters Score -1.794683e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -17947026.000000 Penalty: 5848.803711
	Iteration 44Q: 3 clusters Score -1.794703e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -17947232.000000 Penalty: 5848.803711
	Iteration 45Q: 3 clusters Score -1.794723e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -17947322.000000 Penalty: 5848.803711
	Iteration 46Q: 3 clusters Score -1.794732e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127943 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -17947424.000000 Penalty: 5848.803711
	Iteration 47Q: 3 clusters Score -1.794742e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -17947480.000000 Penalty: 5848.803711
	Iteration 48Q: 3 clusters Score -1.794748e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -17947548.000000 Penalty: 5848.803711
	Iteration 49Q: 3 clusters Score -1.794755e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -17947656.000000 Penalty: 5848.803711
	Iteration 50Q: 3 clusters Score -1.794766e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -17947686.000000 Penalty: 5848.803711
	Iteration 51Q: 3 clusters Score -1.794769e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -17947756.000000 Penalty: 5848.803711
	Iteration 52Q: 3 clusters Score -1.794776e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -17947784.000000 Penalty: 5848.803711
	Iteration 53Q: 3 clusters Score -1.794778e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17947856.000000 Penalty: 5848.803711
	Iteration 54Q: 3 clusters Score -1.794786e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -17947908.000000 Penalty: 5848.803711
	Iteration 55Q: 3 clusters Score -1.794791e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -17947958.000000 Penalty: 5848.803711
	Iteration 56Q: 3 clusters Score -1.794796e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -17947974.000000 Penalty: 5848.803711
	Iteration 57Q: 3 clusters Score -1.794797e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129725 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -17948008.000000 Penalty: 5848.803711
	Iteration 58Q: 3 clusters Score -1.794801e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -17948014.000000 Penalty: 5848.803711
	Iteration 59Q: 3 clusters Score -1.794801e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129877 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -17948046.000000 Penalty: 5848.803711
	Iteration 60F: 3 clusters Score -1.794805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -17948070.000000 Penalty: 5848.803711
	Iteration 61Q: 3 clusters Score -1.794807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -17948070.000000 Penalty: 5848.803711
	Iteration 62Q: 3 clusters Score -1.794807e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130009 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17948084.000000 Penalty: 5848.803711
	Iteration 63Q: 3 clusters Score -1.794808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130042 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17948104.000000 Penalty: 5848.803711
	Iteration 64Q: 3 clusters Score -1.79481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130075 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17948100.000000 Penalty: 5848.803711
	Iteration 65Q: 3 clusters Score -1.79481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130095 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17948136.000000 Penalty: 5848.803711
	Iteration 66Q: 3 clusters Score -1.794814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -17948150.000000 Penalty: 5848.803711
	Iteration 67Q: 3 clusters Score -1.794815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17948148.000000 Penalty: 5848.803711
	Iteration 68Q: 3 clusters Score -1.794815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -17948156.000000 Penalty: 5848.803711
	Iteration 69Q: 3 clusters Score -1.794816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17948160.000000 Penalty: 5848.803711
	Iteration 70Q: 3 clusters Score -1.794816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130191 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17948176.000000 Penalty: 5848.803711
	Iteration 71Q: 3 clusters Score -1.794818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17948188.000000 Penalty: 5848.803711
	Iteration 72Q: 3 clusters Score -1.794819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -17948164.000000 Penalty: 5848.803711
	Iteration 73Q: 3 clusters Score -1.794816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -17948178.000000 Penalty: 5848.803711
	Iteration 74Q: 3 clusters Score -1.794818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130247 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17948182.000000 Penalty: 5848.803711
	Iteration 75Q: 3 clusters Score -1.794818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130253 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -17948176.000000 Penalty: 5848.803711
	Iteration 76Q: 3 clusters Score -1.794818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -17948168.000000 Penalty: 5848.803711
	Iteration 77Q: 3 clusters Score -1.794817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -17948178.000000 Penalty: 5848.803711
	Iteration 78Q: 3 clusters Score -1.794818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130266 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17948180.000000 Penalty: 5848.803711
	Iteration 79Q: 3 clusters Score -1.794818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -17948184.000000 Penalty: 5848.803711
	Iteration 80F: 3 clusters Score -1.794818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130274 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17948192.000000 Penalty: 5848.803711
	Iteration 81Q: 3 clusters Score -1.794819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130273 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17948182.000000 Penalty: 5848.803711
	Iteration 82Q: 3 clusters Score -1.794818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -17948184.000000 Penalty: 5848.803711
	Iteration 83Q: 3 clusters Score -1.794818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130273 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17948182.000000 Penalty: 5848.803711
	Iteration 84Q: 3 clusters Score -1.794818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130274 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17948186.000000 Penalty: 5848.803711
	Iteration 85Q: 3 clusters Score -1.794819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17948186.000000 Penalty: 5848.803711
	Iteration 86Q: 3 clusters Score -1.794819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17948192.000000 Penalty: 5848.803711
	Iteration 87Q: 3 clusters Score -1.794819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130277 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17948178.000000 Penalty: 5848.803711
	Iteration 88Q: 3 clusters Score -1.794818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130277 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17948178.000000 Penalty: 5848.803711
	Iteration 89Q: 3 clusters Score -1.794818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17948166.000000 Penalty: 5848.803711
	Iteration 90Q: 3 clusters Score -1.794817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17948166.000000 Penalty: 5848.803711
	Iteration 91F: 3 clusters Score -1.794817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Entering Unmasked Estep 
Score: -1189032.250000 Penalty: 2248.169434
	Iteration 0F: 2 clusters Score -1189032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1182216.125000 Penalty: 4496.338867
	Iteration 0F: 3 clusters Score -1182216 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1183985.500000 Penalty: 4496.338867
	Iteration 1F: 3 clusters Score -1183986 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1184230.625000 Penalty: 4496.338867
	Iteration 2F: 3 clusters Score -1184231 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1184389.750000 Penalty: 4496.338867
	Iteration 3Q: 3 clusters Score -1184390 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1184495.625000 Penalty: 4496.338867
	Iteration 4Q: 3 clusters Score -1184496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1184583.875000 Penalty: 4496.338867
	Iteration 5Q: 3 clusters Score -1184584 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1184645.125000 Penalty: 4496.338867
	Iteration 6Q: 3 clusters Score -1184645 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1184694.250000 Penalty: 4496.338867
	Iteration 7Q: 3 clusters Score -1184694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1184717.875000 Penalty: 4496.338867
	Iteration 8Q: 3 clusters Score -1184718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1184743.125000 Penalty: 4496.338867
	Iteration 9Q: 3 clusters Score -1184743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1184770.375000 Penalty: 4496.338867
	Iteration 10Q: 3 clusters Score -1184770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1184789.250000 Penalty: 4496.338867
	Iteration 11Q: 3 clusters Score -1184789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1184808.000000 Penalty: 4496.338867
	Iteration 12Q: 3 clusters Score -1184808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1184828.875000 Penalty: 4496.338867
	Iteration 13Q: 3 clusters Score -1184829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1184842.750000 Penalty: 4496.338867
	Iteration 14Q: 3 clusters Score -1184843 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1184855.750000 Penalty: 4496.338867
	Iteration 15Q: 3 clusters Score -1184856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1184869.875000 Penalty: 4496.338867
	Iteration 16Q: 3 clusters Score -1184870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1184886.000000 Penalty: 4496.338867
	Iteration 17Q: 3 clusters Score -1184886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1184903.250000 Penalty: 4496.338867
	Iteration 18Q: 3 clusters Score -1184903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1184910.750000 Penalty: 4496.338867
	Iteration 19Q: 3 clusters Score -1184911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1184927.875000 Penalty: 4496.338867
	Iteration 20F: 3 clusters Score -1184928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1184940.875000 Penalty: 4496.338867
	Iteration 21Q: 3 clusters Score -1184941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1184957.875000 Penalty: 4496.338867
	Iteration 22Q: 3 clusters Score -1184958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1184975.375000 Penalty: 4496.338867
	Iteration 23Q: 3 clusters Score -1184975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1184994.000000 Penalty: 4496.338867
	Iteration 24Q: 3 clusters Score -1184994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1185012.625000 Penalty: 4496.338867
	Iteration 25Q: 3 clusters Score -1185013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1185028.875000 Penalty: 4496.338867
	Iteration 26Q: 3 clusters Score -1185029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1185053.125000 Penalty: 4496.338867
	Iteration 27Q: 3 clusters Score -1185053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1185081.500000 Penalty: 4496.338867
	Iteration 28Q: 3 clusters Score -1185082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1185103.875000 Penalty: 4496.338867
	Iteration 29Q: 3 clusters Score -1185104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1185136.375000 Penalty: 4496.338867
	Iteration 30Q: 3 clusters Score -1185136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1185168.875000 Penalty: 4496.338867
	Iteration 31Q: 3 clusters Score -1185169 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1185209.750000 Penalty: 4496.338867
	Iteration 32Q: 3 clusters Score -1185210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1185252.375000 Penalty: 4496.338867
	Iteration 33Q: 3 clusters Score -1185252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1185302.250000 Penalty: 4496.338867
	Iteration 34Q: 3 clusters Score -1185302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1185375.000000 Penalty: 4496.338867
	Iteration 35Q: 3 clusters Score -1185375 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1185467.000000 Penalty: 4496.338867
	Iteration 36Q: 3 clusters Score -1185467 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1185579.875000 Penalty: 4496.338867
	Iteration 37Q: 3 clusters Score -1185580 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1185689.250000 Penalty: 4496.338867
	Iteration 38Q: 3 clusters Score -1185689 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1185823.750000 Penalty: 4496.338867
	Iteration 39Q: 3 clusters Score -1185824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1185976.250000 Penalty: 4496.338867
	Iteration 40F: 3 clusters Score -1185976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1186123.125000 Penalty: 4496.338867
	Iteration 41Q: 3 clusters Score -1186123 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1186265.750000 Penalty: 4496.338867
	Iteration 42Q: 3 clusters Score -1186266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1186386.125000 Penalty: 4496.338867
	Iteration 43Q: 3 clusters Score -1186386 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1186477.375000 Penalty: 4496.338867
	Iteration 44Q: 3 clusters Score -1186477 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1186529.250000 Penalty: 4496.338867
	Iteration 45Q: 3 clusters Score -1186529 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1186576.250000 Penalty: 4496.338867
	Iteration 46Q: 3 clusters Score -1186576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1186611.625000 Penalty: 4496.338867
	Iteration 47Q: 3 clusters Score -1186612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1186651.375000 Penalty: 4496.338867
	Iteration 48Q: 3 clusters Score -1186651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1186682.750000 Penalty: 4496.338867
	Iteration 49Q: 3 clusters Score -1186683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1186717.375000 Penalty: 4496.338867
	Iteration 50Q: 3 clusters Score -1186717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1186737.125000 Penalty: 4496.338867
	Iteration 51Q: 3 clusters Score -1186737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1186759.000000 Penalty: 4496.338867
	Iteration 52Q: 3 clusters Score -1186759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1186780.875000 Penalty: 4496.338867
	Iteration 53Q: 3 clusters Score -1186781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1186795.750000 Penalty: 4496.338867
	Iteration 54Q: 3 clusters Score -1186796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1186807.625000 Penalty: 4496.338867
	Iteration 55Q: 3 clusters Score -1186808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1186817.125000 Penalty: 4496.338867
	Iteration 56Q: 3 clusters Score -1186817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1186829.000000 Penalty: 4496.338867
	Iteration 57Q: 3 clusters Score -1186829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1186837.875000 Penalty: 4496.338867
	Iteration 58Q: 3 clusters Score -1186838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1186842.500000 Penalty: 4496.338867
	Iteration 59Q: 3 clusters Score -1186842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1186848.875000 Penalty: 4496.338867
	Iteration 60F: 3 clusters Score -1186849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1186857.000000 Penalty: 4496.338867
	Iteration 61Q: 3 clusters Score -1186857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1186861.375000 Penalty: 4496.338867
	Iteration 62Q: 3 clusters Score -1186861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1186870.750000 Penalty: 4496.338867
	Iteration 63Q: 3 clusters Score -1186871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1186880.500000 Penalty: 4496.338867
	Iteration 64Q: 3 clusters Score -1186880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1186889.125000 Penalty: 4496.338867
	Iteration 65Q: 3 clusters Score -1186889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1186895.375000 Penalty: 4496.338867
	Iteration 66Q: 3 clusters Score -1186895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1186901.125000 Penalty: 4496.338867
	Iteration 67Q: 3 clusters Score -1186901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1186909.750000 Penalty: 4496.338867
	Iteration 68Q: 3 clusters Score -1186910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1186914.625000 Penalty: 4496.338867
	Iteration 69Q: 3 clusters Score -1186915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1186922.125000 Penalty: 4496.338867
	Iteration 70Q: 3 clusters Score -1186922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1186928.750000 Penalty: 4496.338867
	Iteration 71Q: 3 clusters Score -1186929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1186934.500000 Penalty: 4496.338867
	Iteration 72Q: 3 clusters Score -1186934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1186934.875000 Penalty: 4496.338867
	Iteration 73Q: 3 clusters Score -1186935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1186934.375000 Penalty: 4496.338867
	Iteration 74Q: 3 clusters Score -1186934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1186937.750000 Penalty: 4496.338867
	Iteration 75Q: 3 clusters Score -1186938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1186937.750000 Penalty: 4496.338867
	Iteration 76F: 3 clusters Score -1186938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -331506.406250 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -331506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -328567.812500 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -328567.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -329064.781250 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -329064.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329169.937500 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -329169.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -329229.156250 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -329229.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329278.531250 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -329278.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329307.500000 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -329307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329331.593750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -329331.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -329351.718750 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -329351.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -329369.093750 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -329369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -329388.718750 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -329388.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -329406.718750 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -329406.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -329420.250000 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -329420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -329432.531250 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -329432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -329447.937500 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -329447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -329460.875000 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -329460.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -329469.218750 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -329469.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329476.437500 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -329476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -329483.281250 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -329483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -329488.531250 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -329488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -329492.593750 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -329492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -329494.968750 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -329495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -329497.343750 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -329497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -329500.343750 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -329500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -329500.500000 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -329500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -329501.468750 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -329501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -329501.468750 Penalty: 3879.932617
	Iteration 25F: 3 clusters Score -329501.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -146846.343750 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -146846.3 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 657 members 
Entering Unmasked Estep 
Score: -144791.515625 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -144791.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145869.156250 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -145869.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147017.078125 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -147017.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147677.140625 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -147677.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147942.640625 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -147942.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -148058.781250 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -148058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148118.765625 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -148118.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -148156.484375 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -148156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148174.765625 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -148174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148177.234375 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -148177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148181.453125 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -148181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148185.125000 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -148185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -148186.640625 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -148186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -148186.640625 Penalty: 3553.701416
	Iteration 13F: 3 clusters Score -148186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 20263 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 11689 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 132183 members 
Mstep: Class 12 contains 8649 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170444 members 
Mstep: Class 22 contains 167287 members 
Mstep: Class 23 contains 167409 members 
Mstep: Class 24 contains 40254 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 647 members 
Entering Unmasked Estep 
Score: -126379400.000000 Penalty: 88796.882812
Splitting cluster 14 changes total score from -126378136.000000 to -126379400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (23652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Entering Unmasked Estep 
Score: -3250356.750000 Penalty: 2497.658447
	Iteration 0F: 2 clusters Score -3250357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3233967.750000 Penalty: 4995.316895
	Iteration 0F: 3 clusters Score -3233968 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3239525.000000 Penalty: 4995.316895
	Iteration 1F: 3 clusters Score -3239525 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3239927.250000 Penalty: 4995.316895
	Iteration 2Q: 3 clusters Score -3239927 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3240327.250000 Penalty: 4995.316895
	Iteration 3Q: 3 clusters Score -3240327 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3240783.750000 Penalty: 4995.316895
	Iteration 4Q: 3 clusters Score -3240784 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3241374.250000 Penalty: 4995.316895
	Iteration 5Q: 3 clusters Score -3241374 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3242129.750000 Penalty: 4995.316895
	Iteration 6F: 3 clusters Score -3242130 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3243176.000000 Penalty: 4995.316895
	Iteration 7F: 3 clusters Score -3243176 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3244351.000000 Penalty: 4995.316895
	Iteration 8F: 3 clusters Score -3244351 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3245600.250000 Penalty: 4995.316895
	Iteration 9F: 3 clusters Score -3245600 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3246638.500000 Penalty: 4995.316895
	Iteration 10Q: 3 clusters Score -3246638 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3247310.000000 Penalty: 4995.316895
	Iteration 11Q: 3 clusters Score -3247310 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3247707.000000 Penalty: 4995.316895
	Iteration 12Q: 3 clusters Score -3247707 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3247895.000000 Penalty: 4995.316895
	Iteration 13Q: 3 clusters Score -3247895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3247995.750000 Penalty: 4995.316895
	Iteration 14Q: 3 clusters Score -3247996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3248061.250000 Penalty: 4995.316895
	Iteration 15Q: 3 clusters Score -3248061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3248101.500000 Penalty: 4995.316895
	Iteration 16Q: 3 clusters Score -3248102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3248126.250000 Penalty: 4995.316895
	Iteration 17Q: 3 clusters Score -3248126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3248152.000000 Penalty: 4995.316895
	Iteration 18Q: 3 clusters Score -3248152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3248174.250000 Penalty: 4995.316895
	Iteration 19Q: 3 clusters Score -3248174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3248195.500000 Penalty: 4995.316895
	Iteration 20F: 3 clusters Score -3248196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3248211.000000 Penalty: 4995.316895
	Iteration 21Q: 3 clusters Score -3248211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3248216.500000 Penalty: 4995.316895
	Iteration 22Q: 3 clusters Score -3248216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3248213.500000 Penalty: 4995.316895
	Iteration 23Q: 3 clusters Score -3248214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3248218.000000 Penalty: 4995.316895
	Iteration 24Q: 3 clusters Score -3248218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3248222.500000 Penalty: 4995.316895
	Iteration 25Q: 3 clusters Score -3248222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3248220.750000 Penalty: 4995.316895
	Iteration 26Q: 3 clusters Score -3248221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3248220.750000 Penalty: 4995.316895
	Iteration 27F: 3 clusters Score -3248221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Entering Unmasked Estep 
Score: -9216164.000000 Penalty: 2765.482178
	Iteration 0F: 2 clusters Score -9216164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -9169771.000000 Penalty: 5530.964355
	Iteration 0F: 3 clusters Score -9169771 nChanged 32427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -9187884.000000 Penalty: 5530.964355
	Iteration 1F: 3 clusters Score -9187884 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -9188645.000000 Penalty: 5530.964355
	Iteration 2Q: 3 clusters Score -9188645 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -9189544.000000 Penalty: 5530.964355
	Iteration 3Q: 3 clusters Score -9189544 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -9190541.000000 Penalty: 5530.964355
	Iteration 4Q: 3 clusters Score -9190541 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -9191863.000000 Penalty: 5530.964355
	Iteration 5Q: 3 clusters Score -9191863 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -9193401.000000 Penalty: 5530.964355
	Iteration 6F: 3 clusters Score -9193401 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -9195229.000000 Penalty: 5530.964355
	Iteration 7F: 3 clusters Score -9195229 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -9197460.000000 Penalty: 5530.964355
	Iteration 8F: 3 clusters Score -9197460 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -9199845.000000 Penalty: 5530.964355
	Iteration 9F: 3 clusters Score -9199845 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -9202392.000000 Penalty: 5530.964355
	Iteration 10F: 3 clusters Score -9202392 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -9204858.000000 Penalty: 5530.964355
	Iteration 11F: 3 clusters Score -9204858 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -9206917.000000 Penalty: 5530.964355
	Iteration 12Q: 3 clusters Score -9206917 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -9208806.000000 Penalty: 5530.964355
	Iteration 13Q: 3 clusters Score -9208806 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -9210276.000000 Penalty: 5530.964355
	Iteration 14Q: 3 clusters Score -9210276 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -9211382.000000 Penalty: 5530.964355
	Iteration 15Q: 3 clusters Score -9211382 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -9212192.000000 Penalty: 5530.964355
	Iteration 16Q: 3 clusters Score -9212192 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9212750.000000 Penalty: 5530.964355
	Iteration 17Q: 3 clusters Score -9212750 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9213156.000000 Penalty: 5530.964355
	Iteration 18Q: 3 clusters Score -9213156 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9213411.000000 Penalty: 5530.964355
	Iteration 19Q: 3 clusters Score -9213411 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9213542.000000 Penalty: 5530.964355
	Iteration 20F: 3 clusters Score -9213542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9213599.000000 Penalty: 5530.964355
	Iteration 21Q: 3 clusters Score -9213599 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9213653.000000 Penalty: 5530.964355
	Iteration 22Q: 3 clusters Score -9213653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9213682.000000 Penalty: 5530.964355
	Iteration 23Q: 3 clusters Score -9213682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9213719.000000 Penalty: 5530.964355
	Iteration 24Q: 3 clusters Score -9213719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9213734.000000 Penalty: 5530.964355
	Iteration 25Q: 3 clusters Score -9213734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9213769.000000 Penalty: 5530.964355
	Iteration 26Q: 3 clusters Score -9213769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9213779.000000 Penalty: 5530.964355
	Iteration 27Q: 3 clusters Score -9213779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9213780.000000 Penalty: 5530.964355
	Iteration 28Q: 3 clusters Score -9213780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9213790.000000 Penalty: 5530.964355
	Iteration 29Q: 3 clusters Score -9213790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9213779.000000 Penalty: 5530.964355
	Iteration 30Q: 3 clusters Score -9213779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9213788.000000 Penalty: 5530.964355
	Iteration 31Q: 3 clusters Score -9213788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9213775.000000 Penalty: 5530.964355
	Iteration 32Q: 3 clusters Score -9213775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9213776.000000 Penalty: 5530.964355
	Iteration 33Q: 3 clusters Score -9213776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9213783.000000 Penalty: 5530.964355
	Iteration 34Q: 3 clusters Score -9213783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9213784.000000 Penalty: 5530.964355
	Iteration 35Q: 3 clusters Score -9213784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9213783.000000 Penalty: 5530.964355
	Iteration 36Q: 3 clusters Score -9213783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9213788.000000 Penalty: 5530.964355
	Iteration 37Q: 3 clusters Score -9213788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9213801.000000 Penalty: 5530.964355
	Iteration 38Q: 3 clusters Score -9213801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9213805.000000 Penalty: 5530.964355
	Iteration 39Q: 3 clusters Score -9213805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9213808.000000 Penalty: 5530.964355
	Iteration 40F: 3 clusters Score -9213808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9213811.000000 Penalty: 5530.964355
	Iteration 41Q: 3 clusters Score -9213811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9213818.000000 Penalty: 5530.964355
	Iteration 42Q: 3 clusters Score -9213818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9213826.000000 Penalty: 5530.964355
	Iteration 43Q: 3 clusters Score -9213826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9213833.000000 Penalty: 5530.964355
	Iteration 44Q: 3 clusters Score -9213833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9213827.000000 Penalty: 5530.964355
	Iteration 45Q: 3 clusters Score -9213827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9213825.000000 Penalty: 5530.964355
	Iteration 46Q: 3 clusters Score -9213825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9213827.000000 Penalty: 5530.964355
	Iteration 47Q: 3 clusters Score -9213827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9213819.000000 Penalty: 5530.964355
	Iteration 48Q: 3 clusters Score -9213819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9213819.000000 Penalty: 5530.964355
	Iteration 49Q: 3 clusters Score -9213819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9213832.000000 Penalty: 5530.964355
	Iteration 50Q: 3 clusters Score -9213832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9213829.000000 Penalty: 5530.964355
	Iteration 51Q: 3 clusters Score -9213829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9213825.000000 Penalty: 5530.964355
	Iteration 52Q: 3 clusters Score -9213825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9213832.000000 Penalty: 5530.964355
	Iteration 53Q: 3 clusters Score -9213832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9213830.000000 Penalty: 5530.964355
	Iteration 54Q: 3 clusters Score -9213830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9213834.000000 Penalty: 5530.964355
	Iteration 55Q: 3 clusters Score -9213834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9213834.000000 Penalty: 5530.964355
	Iteration 56F: 3 clusters Score -9213834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -471079.125000 Penalty: 2015.376465
	Iteration 0F: 2 clusters Score -471079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -467615.031250 Penalty: 4030.752930
	Iteration 0F: 3 clusters Score -467615 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -468253.000000 Penalty: 4030.752930
	Iteration 1F: 3 clusters Score -468253 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -468394.406250 Penalty: 4030.752930
	Iteration 2F: 3 clusters Score -468394.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -468479.531250 Penalty: 4030.752930
	Iteration 3Q: 3 clusters Score -468479.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -468533.125000 Penalty: 4030.752930
	Iteration 4Q: 3 clusters Score -468533.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -468571.281250 Penalty: 4030.752930
	Iteration 5Q: 3 clusters Score -468571.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -468596.562500 Penalty: 4030.752930
	Iteration 6Q: 3 clusters Score -468596.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -468613.718750 Penalty: 4030.752930
	Iteration 7Q: 3 clusters Score -468613.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -468631.625000 Penalty: 4030.752930
	Iteration 8Q: 3 clusters Score -468631.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -468645.625000 Penalty: 4030.752930
	Iteration 9Q: 3 clusters Score -468645.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -468656.406250 Penalty: 4030.752930
	Iteration 10Q: 3 clusters Score -468656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -468664.093750 Penalty: 4030.752930
	Iteration 11Q: 3 clusters Score -468664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -468674.125000 Penalty: 4030.752930
	Iteration 12Q: 3 clusters Score -468674.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -468679.593750 Penalty: 4030.752930
	Iteration 13Q: 3 clusters Score -468679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -468683.031250 Penalty: 4030.752930
	Iteration 14Q: 3 clusters Score -468683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -468685.500000 Penalty: 4030.752930
	Iteration 15Q: 3 clusters Score -468685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -468690.562500 Penalty: 4030.752930
	Iteration 16Q: 3 clusters Score -468690.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -468693.125000 Penalty: 4030.752930
	Iteration 17Q: 3 clusters Score -468693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -468696.875000 Penalty: 4030.752930
	Iteration 18Q: 3 clusters Score -468696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -468699.500000 Penalty: 4030.752930
	Iteration 19Q: 3 clusters Score -468699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -468702.093750 Penalty: 4030.752930
	Iteration 20F: 3 clusters Score -468702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -468709.562500 Penalty: 4030.752930
	Iteration 21Q: 3 clusters Score -468709.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -468718.656250 Penalty: 4030.752930
	Iteration 22Q: 3 clusters Score -468718.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -468724.562500 Penalty: 4030.752930
	Iteration 23Q: 3 clusters Score -468724.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -468733.156250 Penalty: 4030.752930
	Iteration 24Q: 3 clusters Score -468733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -468741.000000 Penalty: 4030.752930
	Iteration 25Q: 3 clusters Score -468741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -468748.125000 Penalty: 4030.752930
	Iteration 26Q: 3 clusters Score -468748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -468752.531250 Penalty: 4030.752930
	Iteration 27Q: 3 clusters Score -468752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -468754.843750 Penalty: 4030.752930
	Iteration 28Q: 3 clusters Score -468754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -468757.906250 Penalty: 4030.752930
	Iteration 29Q: 3 clusters Score -468757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -468761.250000 Penalty: 4030.752930
	Iteration 30Q: 3 clusters Score -468761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -468763.218750 Penalty: 4030.752930
	Iteration 31Q: 3 clusters Score -468763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -468764.875000 Penalty: 4030.752930
	Iteration 32Q: 3 clusters Score -468764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -468767.718750 Penalty: 4030.752930
	Iteration 33Q: 3 clusters Score -468767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -468769.718750 Penalty: 4030.752930
	Iteration 34Q: 3 clusters Score -468769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -468772.468750 Penalty: 4030.752930
	Iteration 35Q: 3 clusters Score -468772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -468775.593750 Penalty: 4030.752930
	Iteration 36Q: 3 clusters Score -468775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -468777.312500 Penalty: 4030.752930
	Iteration 37Q: 3 clusters Score -468777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -468779.062500 Penalty: 4030.752930
	Iteration 38Q: 3 clusters Score -468779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -468781.468750 Penalty: 4030.752930
	Iteration 39Q: 3 clusters Score -468781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -468781.968750 Penalty: 4030.752930
	Iteration 40F: 3 clusters Score -468782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -468782.187500 Penalty: 4030.752930
	Iteration 41Q: 3 clusters Score -468782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -468782.187500 Penalty: 4030.752930
	Iteration 42Q: 3 clusters Score -468782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -468782.187500 Penalty: 4030.752930
	Iteration 43F: 3 clusters Score -468782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Entering Unmasked Estep 
Score: -1401792.125000 Penalty: 2326.197998
	Iteration 0F: 2 clusters Score -1401792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1393030.125000 Penalty: 4652.395996
	Iteration 0F: 3 clusters Score -1393030 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1395899.125000 Penalty: 4652.395996
	Iteration 1F: 3 clusters Score -1395899 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1396479.875000 Penalty: 4652.395996
	Iteration 2F: 3 clusters Score -1396480 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1397057.875000 Penalty: 4652.395996
	Iteration 3F: 3 clusters Score -1397058 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1397572.875000 Penalty: 4652.395996
	Iteration 4F: 3 clusters Score -1397573 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1398064.000000 Penalty: 4652.395996
	Iteration 5F: 3 clusters Score -1398064 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1398585.625000 Penalty: 4652.395996
	Iteration 6F: 3 clusters Score -1398586 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1399020.125000 Penalty: 4652.395996
	Iteration 7F: 3 clusters Score -1399020 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1399364.250000 Penalty: 4652.395996
	Iteration 8Q: 3 clusters Score -1399364 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1399626.000000 Penalty: 4652.395996
	Iteration 9Q: 3 clusters Score -1399626 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1399853.000000 Penalty: 4652.395996
	Iteration 10Q: 3 clusters Score -1399853 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1400064.875000 Penalty: 4652.395996
	Iteration 11Q: 3 clusters Score -1400065 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1400224.625000 Penalty: 4652.395996
	Iteration 12Q: 3 clusters Score -1400225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1400314.750000 Penalty: 4652.395996
	Iteration 13Q: 3 clusters Score -1400315 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1400388.750000 Penalty: 4652.395996
	Iteration 14Q: 3 clusters Score -1400389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1400446.125000 Penalty: 4652.395996
	Iteration 15Q: 3 clusters Score -1400446 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1400486.000000 Penalty: 4652.395996
	Iteration 16Q: 3 clusters Score -1400486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1400518.000000 Penalty: 4652.395996
	Iteration 17Q: 3 clusters Score -1400518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1400529.000000 Penalty: 4652.395996
	Iteration 18Q: 3 clusters Score -1400529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1400545.250000 Penalty: 4652.395996
	Iteration 19Q: 3 clusters Score -1400545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1400553.750000 Penalty: 4652.395996
	Iteration 20F: 3 clusters Score -1400554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1400566.375000 Penalty: 4652.395996
	Iteration 21Q: 3 clusters Score -1400566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1400569.375000 Penalty: 4652.395996
	Iteration 22Q: 3 clusters Score -1400569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1400580.625000 Penalty: 4652.395996
	Iteration 23Q: 3 clusters Score -1400581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1400585.250000 Penalty: 4652.395996
	Iteration 24Q: 3 clusters Score -1400585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1400588.125000 Penalty: 4652.395996
	Iteration 25Q: 3 clusters Score -1400588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1400595.000000 Penalty: 4652.395996
	Iteration 26Q: 3 clusters Score -1400595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1400602.750000 Penalty: 4652.395996
	Iteration 27Q: 3 clusters Score -1400603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1400608.125000 Penalty: 4652.395996
	Iteration 28Q: 3 clusters Score -1400608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1400608.625000 Penalty: 4652.395996
	Iteration 29Q: 3 clusters Score -1400609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1400611.625000 Penalty: 4652.395996
	Iteration 30Q: 3 clusters Score -1400612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1400612.500000 Penalty: 4652.395996
	Iteration 31Q: 3 clusters Score -1400612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1400616.375000 Penalty: 4652.395996
	Iteration 32Q: 3 clusters Score -1400616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1400616.750000 Penalty: 4652.395996
	Iteration 33Q: 3 clusters Score -1400617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1400618.250000 Penalty: 4652.395996
	Iteration 34Q: 3 clusters Score -1400618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1400621.375000 Penalty: 4652.395996
	Iteration 35Q: 3 clusters Score -1400621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1400623.750000 Penalty: 4652.395996
	Iteration 36Q: 3 clusters Score -1400624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1400623.125000 Penalty: 4652.395996
	Iteration 37Q: 3 clusters Score -1400623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1400627.625000 Penalty: 4652.395996
	Iteration 38Q: 3 clusters Score -1400628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1400626.500000 Penalty: 4652.395996
	Iteration 39Q: 3 clusters Score -1400626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1400628.000000 Penalty: 4652.395996
	Iteration 40F: 3 clusters Score -1400628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1400627.125000 Penalty: 4652.395996
	Iteration 41Q: 3 clusters Score -1400627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1400627.125000 Penalty: 4652.395996
	Iteration 42F: 3 clusters Score -1400627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Entering Unmasked Estep 
Score: -6158125.000000 Penalty: 2657.814209
	Iteration 0F: 2 clusters Score -6158125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6127616.500000 Penalty: 5315.628418
	Iteration 0F: 3 clusters Score -6127616 nChanged 20879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -6139148.000000 Penalty: 5315.628418
	Iteration 1F: 3 clusters Score -6139148 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6139889.000000 Penalty: 5315.628418
	Iteration 2Q: 3 clusters Score -6139889 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -6140673.500000 Penalty: 5315.628418
	Iteration 3Q: 3 clusters Score -6140674 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6141780.500000 Penalty: 5315.628418
	Iteration 4F: 3 clusters Score -6141780 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6143187.500000 Penalty: 5315.628418
	Iteration 5F: 3 clusters Score -6143188 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -6145229.500000 Penalty: 5315.628418
	Iteration 6F: 3 clusters Score -6145230 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -6147738.500000 Penalty: 5315.628418
	Iteration 7F: 3 clusters Score -6147738 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6150215.000000 Penalty: 5315.628418
	Iteration 8F: 3 clusters Score -6150215 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -6152005.000000 Penalty: 5315.628418
	Iteration 9Q: 3 clusters Score -6152005 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -6152920.000000 Penalty: 5315.628418
	Iteration 10Q: 3 clusters Score -6152920 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -6153383.500000 Penalty: 5315.628418
	Iteration 11Q: 3 clusters Score -6153384 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -6153743.500000 Penalty: 5315.628418
	Iteration 12Q: 3 clusters Score -6153744 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -6154034.000000 Penalty: 5315.628418
	Iteration 13Q: 3 clusters Score -6154034 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -6154305.500000 Penalty: 5315.628418
	Iteration 14Q: 3 clusters Score -6154306 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6154536.500000 Penalty: 5315.628418
	Iteration 15Q: 3 clusters Score -6154536 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -6154708.000000 Penalty: 5315.628418
	Iteration 16Q: 3 clusters Score -6154708 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -6154840.000000 Penalty: 5315.628418
	Iteration 17Q: 3 clusters Score -6154840 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6154962.000000 Penalty: 5315.628418
	Iteration 18Q: 3 clusters Score -6154962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -6155098.000000 Penalty: 5315.628418
	Iteration 19Q: 3 clusters Score -6155098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -6155195.500000 Penalty: 5315.628418
	Iteration 20F: 3 clusters Score -6155196 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6155263.500000 Penalty: 5315.628418
	Iteration 21Q: 3 clusters Score -6155264 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -6155342.000000 Penalty: 5315.628418
	Iteration 22Q: 3 clusters Score -6155342 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -6155391.500000 Penalty: 5315.628418
	Iteration 23Q: 3 clusters Score -6155392 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -6155443.500000 Penalty: 5315.628418
	Iteration 24Q: 3 clusters Score -6155444 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -6155529.500000 Penalty: 5315.628418
	Iteration 25Q: 3 clusters Score -6155530 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -6155574.500000 Penalty: 5315.628418
	Iteration 26Q: 3 clusters Score -6155574 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -6155641.000000 Penalty: 5315.628418
	Iteration 27Q: 3 clusters Score -6155641 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6155669.500000 Penalty: 5315.628418
	Iteration 28Q: 3 clusters Score -6155670 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -6155718.500000 Penalty: 5315.628418
	Iteration 29Q: 3 clusters Score -6155718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -6155756.000000 Penalty: 5315.628418
	Iteration 30Q: 3 clusters Score -6155756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6155792.500000 Penalty: 5315.628418
	Iteration 31Q: 3 clusters Score -6155792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -6155812.500000 Penalty: 5315.628418
	Iteration 32Q: 3 clusters Score -6155812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6155841.000000 Penalty: 5315.628418
	Iteration 33Q: 3 clusters Score -6155841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -6155846.000000 Penalty: 5315.628418
	Iteration 34Q: 3 clusters Score -6155846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -6155859.000000 Penalty: 5315.628418
	Iteration 35Q: 3 clusters Score -6155859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6155872.000000 Penalty: 5315.628418
	Iteration 36Q: 3 clusters Score -6155872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6155866.000000 Penalty: 5315.628418
	Iteration 37Q: 3 clusters Score -6155866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6155874.500000 Penalty: 5315.628418
	Iteration 38Q: 3 clusters Score -6155874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -6155884.500000 Penalty: 5315.628418
	Iteration 39Q: 3 clusters Score -6155884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6155883.500000 Penalty: 5315.628418
	Iteration 40F: 3 clusters Score -6155884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -6155892.500000 Penalty: 5315.628418
	Iteration 41Q: 3 clusters Score -6155892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6155889.000000 Penalty: 5315.628418
	Iteration 42Q: 3 clusters Score -6155889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -6155900.000000 Penalty: 5315.628418
	Iteration 43Q: 3 clusters Score -6155900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -6155914.500000 Penalty: 5315.628418
	Iteration 44Q: 3 clusters Score -6155914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -6155944.000000 Penalty: 5315.628418
	Iteration 45Q: 3 clusters Score -6155944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6155942.500000 Penalty: 5315.628418
	Iteration 46Q: 3 clusters Score -6155942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6155952.500000 Penalty: 5315.628418
	Iteration 47Q: 3 clusters Score -6155952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6155972.000000 Penalty: 5315.628418
	Iteration 48Q: 3 clusters Score -6155972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -6155967.000000 Penalty: 5315.628418
	Iteration 49Q: 3 clusters Score -6155967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -6155961.500000 Penalty: 5315.628418
	Iteration 50Q: 3 clusters Score -6155962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -6155959.500000 Penalty: 5315.628418
	Iteration 51Q: 3 clusters Score -6155960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -6155966.500000 Penalty: 5315.628418
	Iteration 52Q: 3 clusters Score -6155966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -6155974.500000 Penalty: 5315.628418
	Iteration 53Q: 3 clusters Score -6155974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -6155979.500000 Penalty: 5315.628418
	Iteration 54Q: 3 clusters Score -6155980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6155981.000000 Penalty: 5315.628418
	Iteration 55Q: 3 clusters Score -6155981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6155987.500000 Penalty: 5315.628418
	Iteration 56Q: 3 clusters Score -6155988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -6155991.000000 Penalty: 5315.628418
	Iteration 57Q: 3 clusters Score -6155991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -6155989.500000 Penalty: 5315.628418
	Iteration 58Q: 3 clusters Score -6155990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -6155991.000000 Penalty: 5315.628418
	Iteration 59Q: 3 clusters Score -6155991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -6155995.500000 Penalty: 5315.628418
	Iteration 60F: 3 clusters Score -6155996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6156000.500000 Penalty: 5315.628418
	Iteration 61Q: 3 clusters Score -6156000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6155999.500000 Penalty: 5315.628418
	Iteration 62Q: 3 clusters Score -6156000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6156004.500000 Penalty: 5315.628418
	Iteration 63Q: 3 clusters Score -6156004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6156004.000000 Penalty: 5315.628418
	Iteration 64Q: 3 clusters Score -6156004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6156003.500000 Penalty: 5315.628418
	Iteration 65Q: 3 clusters Score -6156004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -6156007.000000 Penalty: 5315.628418
	Iteration 66Q: 3 clusters Score -6156007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -6156008.500000 Penalty: 5315.628418
	Iteration 67Q: 3 clusters Score -6156008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -6156008.000000 Penalty: 5315.628418
	Iteration 68Q: 3 clusters Score -6156008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -6156015.000000 Penalty: 5315.628418
	Iteration 69Q: 3 clusters Score -6156015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -6156019.500000 Penalty: 5315.628418
	Iteration 70Q: 3 clusters Score -6156020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6156028.500000 Penalty: 5315.628418
	Iteration 71Q: 3 clusters Score -6156028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -6156022.000000 Penalty: 5315.628418
	Iteration 72Q: 3 clusters Score -6156022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6156022.000000 Penalty: 5315.628418
	Iteration 73Q: 3 clusters Score -6156022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6156020.500000 Penalty: 5315.628418
	Iteration 74Q: 3 clusters Score -6156020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -6156017.500000 Penalty: 5315.628418
	Iteration 75Q: 3 clusters Score -6156018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6156023.000000 Penalty: 5315.628418
	Iteration 76Q: 3 clusters Score -6156023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -6156023.000000 Penalty: 5315.628418
	Iteration 77Q: 3 clusters Score -6156023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -6156018.000000 Penalty: 5315.628418
	Iteration 78Q: 3 clusters Score -6156018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6156019.500000 Penalty: 5315.628418
	Iteration 79Q: 3 clusters Score -6156020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -6156022.000000 Penalty: 5315.628418
	Iteration 80F: 3 clusters Score -6156022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -6156019.500000 Penalty: 5315.628418
	Iteration 81Q: 3 clusters Score -6156020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -6156023.500000 Penalty: 5315.628418
	Iteration 82Q: 3 clusters Score -6156024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6156023.500000 Penalty: 5315.628418
	Iteration 83Q: 3 clusters Score -6156024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -6156020.500000 Penalty: 5315.628418
	Iteration 84Q: 3 clusters Score -6156020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6156023.000000 Penalty: 5315.628418
	Iteration 85Q: 3 clusters Score -6156023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6156023.500000 Penalty: 5315.628418
	Iteration 86Q: 3 clusters Score -6156024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -6156017.500000 Penalty: 5315.628418
	Iteration 87Q: 3 clusters Score -6156018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -6156017.500000 Penalty: 5315.628418
	Iteration 88F: 3 clusters Score -6156018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -343990.156250 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -343990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -340968.968750 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -340969 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -341555.125000 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -341555.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -341704.125000 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -341704.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -341793.375000 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -341793.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -341852.062500 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -341852.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -341885.750000 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -341885.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -341908.593750 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -341908.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -341924.750000 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -341924.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -341940.437500 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -341940.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -341952.781250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -341952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -341961.843750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -341961.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -341971.218750 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -341971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -341976.468750 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -341976.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -341980.687500 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -341980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -341984.187500 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -341984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -341988.187500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -341988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -341993.187500 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -341993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -341995.062500 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -341995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -341995.343750 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -341995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -341995.343750 Penalty: 3891.714844
	Iteration 19F: 3 clusters Score -341995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Entering Unmasked Estep 
Score: -23017378.000000 Penalty: 2987.447998
	Iteration 0F: 2 clusters Score -2.301738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -22905778.000000 Penalty: 5974.895996
	Iteration 0F: 3 clusters Score -2.290578e+07 nChanged 81609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -22952684.000000 Penalty: 5974.895996
	Iteration 1F: 3 clusters Score -2.295268e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -22953652.000000 Penalty: 5974.895996
	Iteration 2Q: 3 clusters Score -2.295365e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -22955114.000000 Penalty: 5974.895996
	Iteration 3Q: 3 clusters Score -2.295511e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -22957662.000000 Penalty: 5974.895996
	Iteration 4Q: 3 clusters Score -2.295766e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -22962172.000000 Penalty: 5974.895996
	Iteration 5F: 3 clusters Score -2.296217e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -22971640.000000 Penalty: 5974.895996
	Iteration 6F: 3 clusters Score -2.297164e+07 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -22986756.000000 Penalty: 5974.895996
	Iteration 7F: 3 clusters Score -2.298676e+07 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -23002392.000000 Penalty: 5974.895996
	Iteration 8F: 3 clusters Score -2.300239e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -23010798.000000 Penalty: 5974.895996
	Iteration 9F: 3 clusters Score -2.30108e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -23013832.000000 Penalty: 5974.895996
	Iteration 10Q: 3 clusters Score -2.301383e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 169923 members 
Entering Unmasked Estep 
Score: -23014482.000000 Penalty: 5974.895996
	Iteration 11Q: 3 clusters Score -2.301448e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -23014666.000000 Penalty: 5974.895996
	Iteration 12Q: 3 clusters Score -2.301467e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -23014716.000000 Penalty: 5974.895996
	Iteration 13Q: 3 clusters Score -2.301472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170180 members 
Entering Unmasked Estep 
Score: -23014754.000000 Penalty: 5974.895996
	Iteration 14Q: 3 clusters Score -2.301475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -23014790.000000 Penalty: 5974.895996
	Iteration 15Q: 3 clusters Score -2.301479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 170205 members 
Entering Unmasked Estep 
Score: -23014800.000000 Penalty: 5974.895996
	Iteration 16Q: 3 clusters Score -2.30148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -23014824.000000 Penalty: 5974.895996
	Iteration 17Q: 3 clusters Score -2.301482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 170218 members 
Entering Unmasked Estep 
Score: -23014838.000000 Penalty: 5974.895996
	Iteration 18Q: 3 clusters Score -2.301484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -23014850.000000 Penalty: 5974.895996
	Iteration 19Q: 3 clusters Score -2.301485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -23014852.000000 Penalty: 5974.895996
	Iteration 20F: 3 clusters Score -2.301485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -23014860.000000 Penalty: 5974.895996
	Iteration 21Q: 3 clusters Score -2.301486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -23014860.000000 Penalty: 5974.895996
	Iteration 22F: 3 clusters Score -2.301486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Entering Unmasked Estep 
Score: -22663690.000000 Penalty: 2982.811523
	Iteration 0F: 2 clusters Score -2.266369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -22554220.000000 Penalty: 5965.623047
	Iteration 0F: 3 clusters Score -2.255422e+07 nChanged 79780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -22600634.000000 Penalty: 5965.623047
	Iteration 1F: 3 clusters Score -2.260063e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -22601988.000000 Penalty: 5965.623047
	Iteration 2Q: 3 clusters Score -2.260199e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -22604360.000000 Penalty: 5965.623047
	Iteration 3Q: 3 clusters Score -2.260436e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -22608718.000000 Penalty: 5965.623047
	Iteration 4F: 3 clusters Score -2.260872e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -22615862.000000 Penalty: 5965.623047
	Iteration 5F: 3 clusters Score -2.261586e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -22626904.000000 Penalty: 5965.623047
	Iteration 6F: 3 clusters Score -2.26269e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -22641130.000000 Penalty: 5965.623047
	Iteration 7F: 3 clusters Score -2.264113e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -22652542.000000 Penalty: 5965.623047
	Iteration 8F: 3 clusters Score -2.265254e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -22656694.000000 Penalty: 5965.623047
	Iteration 9Q: 3 clusters Score -2.265669e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -22657770.000000 Penalty: 5965.623047
	Iteration 10Q: 3 clusters Score -2.265777e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -22658274.000000 Penalty: 5965.623047
	Iteration 11Q: 3 clusters Score -2.265827e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -22658546.000000 Penalty: 5965.623047
	Iteration 12Q: 3 clusters Score -2.265855e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -22658962.000000 Penalty: 5965.623047
	Iteration 13Q: 3 clusters Score -2.265896e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -22659184.000000 Penalty: 5965.623047
	Iteration 14Q: 3 clusters Score -2.265918e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -22659506.000000 Penalty: 5965.623047
	Iteration 15Q: 3 clusters Score -2.265951e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146791 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -22659788.000000 Penalty: 5965.623047
	Iteration 16Q: 3 clusters Score -2.265979e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -22659984.000000 Penalty: 5965.623047
	Iteration 17Q: 3 clusters Score -2.265998e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148621 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -22660236.000000 Penalty: 5965.623047
	Iteration 18Q: 3 clusters Score -2.266024e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -22660450.000000 Penalty: 5965.623047
	Iteration 19Q: 3 clusters Score -2.266045e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -22660712.000000 Penalty: 5965.623047
	Iteration 20F: 3 clusters Score -2.266071e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151372 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -22660978.000000 Penalty: 5965.623047
	Iteration 21Q: 3 clusters Score -2.266098e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -22661096.000000 Penalty: 5965.623047
	Iteration 22Q: 3 clusters Score -2.26611e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -22661362.000000 Penalty: 5965.623047
	Iteration 23Q: 3 clusters Score -2.266136e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -22661420.000000 Penalty: 5965.623047
	Iteration 24Q: 3 clusters Score -2.266142e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -22661590.000000 Penalty: 5965.623047
	Iteration 25Q: 3 clusters Score -2.266159e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -22661746.000000 Penalty: 5965.623047
	Iteration 26Q: 3 clusters Score -2.266175e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -22661834.000000 Penalty: 5965.623047
	Iteration 27Q: 3 clusters Score -2.266183e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158279 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -22661938.000000 Penalty: 5965.623047
	Iteration 28Q: 3 clusters Score -2.266194e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -22661964.000000 Penalty: 5965.623047
	Iteration 29Q: 3 clusters Score -2.266196e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160027 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -22662094.000000 Penalty: 5965.623047
	Iteration 30Q: 3 clusters Score -2.266209e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160796 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -22662124.000000 Penalty: 5965.623047
	Iteration 31Q: 3 clusters Score -2.266212e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161523 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -22662138.000000 Penalty: 5965.623047
	Iteration 32Q: 3 clusters Score -2.266214e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -22662156.000000 Penalty: 5965.623047
	Iteration 33Q: 3 clusters Score -2.266216e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -22662132.000000 Penalty: 5965.623047
	Iteration 34Q: 3 clusters Score -2.266213e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -22662160.000000 Penalty: 5965.623047
	Iteration 35Q: 3 clusters Score -2.266216e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22662250.000000 Penalty: 5965.623047
	Iteration 36Q: 3 clusters Score -2.266225e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -22662136.000000 Penalty: 5965.623047
	Iteration 37Q: 3 clusters Score -2.266214e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -22662116.000000 Penalty: 5965.623047
	Iteration 38Q: 3 clusters Score -2.266212e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -22662120.000000 Penalty: 5965.623047
	Iteration 39Q: 3 clusters Score -2.266212e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22662074.000000 Penalty: 5965.623047
	Iteration 40F: 3 clusters Score -2.266207e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22662034.000000 Penalty: 5965.623047
	Iteration 41Q: 3 clusters Score -2.266203e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -22662002.000000 Penalty: 5965.623047
	Iteration 42Q: 3 clusters Score -2.2662e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165184 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22661992.000000 Penalty: 5965.623047
	Iteration 43Q: 3 clusters Score -2.266199e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22661922.000000 Penalty: 5965.623047
	Iteration 44Q: 3 clusters Score -2.266192e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165407 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -22661884.000000 Penalty: 5965.623047
	Iteration 45Q: 3 clusters Score -2.266188e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22661864.000000 Penalty: 5965.623047
	Iteration 46Q: 3 clusters Score -2.266186e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22661876.000000 Penalty: 5965.623047
	Iteration 47Q: 3 clusters Score -2.266188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22661830.000000 Penalty: 5965.623047
	Iteration 48Q: 3 clusters Score -2.266183e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165670 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22661816.000000 Penalty: 5965.623047
	Iteration 49Q: 3 clusters Score -2.266182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22661794.000000 Penalty: 5965.623047
	Iteration 50Q: 3 clusters Score -2.266179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -22661822.000000 Penalty: 5965.623047
	Iteration 51Q: 3 clusters Score -2.266182e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165812 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22661816.000000 Penalty: 5965.623047
	Iteration 52Q: 3 clusters Score -2.266182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22661806.000000 Penalty: 5965.623047
	Iteration 53Q: 3 clusters Score -2.266181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165858 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22661800.000000 Penalty: 5965.623047
	Iteration 54Q: 3 clusters Score -2.26618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22661810.000000 Penalty: 5965.623047
	Iteration 55Q: 3 clusters Score -2.266181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22661798.000000 Penalty: 5965.623047
	Iteration 56Q: 3 clusters Score -2.26618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -22661792.000000 Penalty: 5965.623047
	Iteration 57Q: 3 clusters Score -2.266179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22661776.000000 Penalty: 5965.623047
	Iteration 58Q: 3 clusters Score -2.266178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165947 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -22661770.000000 Penalty: 5965.623047
	Iteration 59Q: 3 clusters Score -2.266177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165966 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -22661796.000000 Penalty: 5965.623047
	Iteration 60F: 3 clusters Score -2.26618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22661792.000000 Penalty: 5965.623047
	Iteration 61Q: 3 clusters Score -2.266179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165992 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22661784.000000 Penalty: 5965.623047
	Iteration 62Q: 3 clusters Score -2.266178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22661800.000000 Penalty: 5965.623047
	Iteration 63Q: 3 clusters Score -2.26618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -22661792.000000 Penalty: 5965.623047
	Iteration 64Q: 3 clusters Score -2.266179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22661774.000000 Penalty: 5965.623047
	Iteration 65Q: 3 clusters Score -2.266177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22661780.000000 Penalty: 5965.623047
	Iteration 66Q: 3 clusters Score -2.266178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -22661764.000000 Penalty: 5965.623047
	Iteration 67Q: 3 clusters Score -2.266176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22661756.000000 Penalty: 5965.623047
	Iteration 68Q: 3 clusters Score -2.266176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22661766.000000 Penalty: 5965.623047
	Iteration 69Q: 3 clusters Score -2.266177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166074 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22661760.000000 Penalty: 5965.623047
	Iteration 70Q: 3 clusters Score -2.266176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22661772.000000 Penalty: 5965.623047
	Iteration 71Q: 3 clusters Score -2.266177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -22661772.000000 Penalty: 5965.623047
	Iteration 72Q: 3 clusters Score -2.266177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22661774.000000 Penalty: 5965.623047
	Iteration 73Q: 3 clusters Score -2.266177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22661776.000000 Penalty: 5965.623047
	Iteration 74Q: 3 clusters Score -2.266178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22661762.000000 Penalty: 5965.623047
	Iteration 75Q: 3 clusters Score -2.266176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22661764.000000 Penalty: 5965.623047
	Iteration 76Q: 3 clusters Score -2.266176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22661764.000000 Penalty: 5965.623047
	Iteration 77F: 3 clusters Score -2.266176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (167409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Entering Unmasked Estep 
Score: -22658950.000000 Penalty: 2982.992432
	Iteration 0F: 2 clusters Score -2.265895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -22550426.000000 Penalty: 5965.984863
	Iteration 0F: 3 clusters Score -2.255043e+07 nChanged 80516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -22597420.000000 Penalty: 5965.984863
	Iteration 1F: 3 clusters Score -2.259742e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -22598856.000000 Penalty: 5965.984863
	Iteration 2Q: 3 clusters Score -2.259886e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -22600842.000000 Penalty: 5965.984863
	Iteration 3Q: 3 clusters Score -2.260084e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -22603894.000000 Penalty: 5965.984863
	Iteration 4Q: 3 clusters Score -2.260389e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -22608828.000000 Penalty: 5965.984863
	Iteration 5F: 3 clusters Score -2.260883e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -22615712.000000 Penalty: 5965.984863
	Iteration 6F: 3 clusters Score -2.261571e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -22624490.000000 Penalty: 5965.984863
	Iteration 7F: 3 clusters Score -2.262449e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -22633384.000000 Penalty: 5965.984863
	Iteration 8F: 3 clusters Score -2.263338e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -22639550.000000 Penalty: 5965.984863
	Iteration 9F: 3 clusters Score -2.263955e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 132167 members 
Entering Unmasked Estep 
Score: -22643106.000000 Penalty: 5965.984863
	Iteration 10Q: 3 clusters Score -2.264311e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 135559 members 
Entering Unmasked Estep 
Score: -22644750.000000 Penalty: 5965.984863
	Iteration 11Q: 3 clusters Score -2.264475e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 138560 members 
Entering Unmasked Estep 
Score: -22646218.000000 Penalty: 5965.984863
	Iteration 12Q: 3 clusters Score -2.264622e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 141415 members 
Entering Unmasked Estep 
Score: -22647274.000000 Penalty: 5965.984863
	Iteration 13Q: 3 clusters Score -2.264727e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 144101 members 
Entering Unmasked Estep 
Score: -22648242.000000 Penalty: 5965.984863
	Iteration 14Q: 3 clusters Score -2.264824e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -22649230.000000 Penalty: 5965.984863
	Iteration 15Q: 3 clusters Score -2.264923e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 148885 members 
Entering Unmasked Estep 
Score: -22650062.000000 Penalty: 5965.984863
	Iteration 16Q: 3 clusters Score -2.265006e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150985 members 
Entering Unmasked Estep 
Score: -22650846.000000 Penalty: 5965.984863
	Iteration 17Q: 3 clusters Score -2.265085e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -22651672.000000 Penalty: 5965.984863
	Iteration 18Q: 3 clusters Score -2.265167e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -22652658.000000 Penalty: 5965.984863
	Iteration 19Q: 3 clusters Score -2.265266e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 156728 members 
Entering Unmasked Estep 
Score: -22653578.000000 Penalty: 5965.984863
	Iteration 20F: 3 clusters Score -2.265358e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -22654290.000000 Penalty: 5965.984863
	Iteration 21Q: 3 clusters Score -2.265429e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -22654976.000000 Penalty: 5965.984863
	Iteration 22Q: 3 clusters Score -2.265498e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -22655368.000000 Penalty: 5965.984863
	Iteration 23Q: 3 clusters Score -2.265537e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -22655688.000000 Penalty: 5965.984863
	Iteration 24Q: 3 clusters Score -2.265569e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -22655954.000000 Penalty: 5965.984863
	Iteration 25Q: 3 clusters Score -2.265595e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 163410 members 
Entering Unmasked Estep 
Score: -22656152.000000 Penalty: 5965.984863
	Iteration 26Q: 3 clusters Score -2.265615e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 163974 members 
Entering Unmasked Estep 
Score: -22656346.000000 Penalty: 5965.984863
	Iteration 27Q: 3 clusters Score -2.265635e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -22656450.000000 Penalty: 5965.984863
	Iteration 28Q: 3 clusters Score -2.265645e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 164704 members 
Entering Unmasked Estep 
Score: -22656490.000000 Penalty: 5965.984863
	Iteration 29Q: 3 clusters Score -2.265649e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -22656532.000000 Penalty: 5965.984863
	Iteration 30Q: 3 clusters Score -2.265653e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 165182 members 
Entering Unmasked Estep 
Score: -22656580.000000 Penalty: 5965.984863
	Iteration 31Q: 3 clusters Score -2.265658e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -22656620.000000 Penalty: 5965.984863
	Iteration 32Q: 3 clusters Score -2.265662e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -22656622.000000 Penalty: 5965.984863
	Iteration 33Q: 3 clusters Score -2.265662e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 165569 members 
Entering Unmasked Estep 
Score: -22656676.000000 Penalty: 5965.984863
	Iteration 34Q: 3 clusters Score -2.265668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -22656666.000000 Penalty: 5965.984863
	Iteration 35Q: 3 clusters Score -2.265667e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 165691 members 
Entering Unmasked Estep 
Score: -22656640.000000 Penalty: 5965.984863
	Iteration 36Q: 3 clusters Score -2.265664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -22656654.000000 Penalty: 5965.984863
	Iteration 37Q: 3 clusters Score -2.265665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 165787 members 
Entering Unmasked Estep 
Score: -22656688.000000 Penalty: 5965.984863
	Iteration 38Q: 3 clusters Score -2.265669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -22656672.000000 Penalty: 5965.984863
	Iteration 39Q: 3 clusters Score -2.265667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 165863 members 
Entering Unmasked Estep 
Score: -22656702.000000 Penalty: 5965.984863
	Iteration 40F: 3 clusters Score -2.26567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -22656704.000000 Penalty: 5965.984863
	Iteration 41Q: 3 clusters Score -2.26567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -22656714.000000 Penalty: 5965.984863
	Iteration 42Q: 3 clusters Score -2.265671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -22656710.000000 Penalty: 5965.984863
	Iteration 43Q: 3 clusters Score -2.265671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 165980 members 
Entering Unmasked Estep 
Score: -22656732.000000 Penalty: 5965.984863
	Iteration 44Q: 3 clusters Score -2.265673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -22656738.000000 Penalty: 5965.984863
	Iteration 45Q: 3 clusters Score -2.265674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -22656754.000000 Penalty: 5965.984863
	Iteration 46Q: 3 clusters Score -2.265675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -22656734.000000 Penalty: 5965.984863
	Iteration 47Q: 3 clusters Score -2.265673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -22656742.000000 Penalty: 5965.984863
	Iteration 48Q: 3 clusters Score -2.265674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -22656758.000000 Penalty: 5965.984863
	Iteration 49Q: 3 clusters Score -2.265676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 166051 members 
Entering Unmasked Estep 
Score: -22656768.000000 Penalty: 5965.984863
	Iteration 50Q: 3 clusters Score -2.265677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 166059 members 
Entering Unmasked Estep 
Score: -22656754.000000 Penalty: 5965.984863
	Iteration 51Q: 3 clusters Score -2.265675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -22656756.000000 Penalty: 5965.984863
	Iteration 52Q: 3 clusters Score -2.265676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -22656750.000000 Penalty: 5965.984863
	Iteration 53Q: 3 clusters Score -2.265675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 166101 members 
Entering Unmasked Estep 
Score: -22656766.000000 Penalty: 5965.984863
	Iteration 54Q: 3 clusters Score -2.265677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -22656770.000000 Penalty: 5965.984863
	Iteration 55Q: 3 clusters Score -2.265677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -22656770.000000 Penalty: 5965.984863
	Iteration 56Q: 3 clusters Score -2.265677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 166131 members 
Entering Unmasked Estep 
Score: -22656768.000000 Penalty: 5965.984863
	Iteration 57Q: 3 clusters Score -2.265677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -22656772.000000 Penalty: 5965.984863
	Iteration 58Q: 3 clusters Score -2.265677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 166149 members 
Entering Unmasked Estep 
Score: -22656768.000000 Penalty: 5965.984863
	Iteration 59Q: 3 clusters Score -2.265677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -22656766.000000 Penalty: 5965.984863
	Iteration 60F: 3 clusters Score -2.265677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -22656784.000000 Penalty: 5965.984863
	Iteration 61Q: 3 clusters Score -2.265678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -22656800.000000 Penalty: 5965.984863
	Iteration 62Q: 3 clusters Score -2.26568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 166191 members 
Entering Unmasked Estep 
Score: -22656800.000000 Penalty: 5965.984863
	Iteration 63Q: 3 clusters Score -2.26568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -22656796.000000 Penalty: 5965.984863
	Iteration 64Q: 3 clusters Score -2.26568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 166209 members 
Entering Unmasked Estep 
Score: -22656814.000000 Penalty: 5965.984863
	Iteration 65Q: 3 clusters Score -2.265681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -22656808.000000 Penalty: 5965.984863
	Iteration 66Q: 3 clusters Score -2.265681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -22656812.000000 Penalty: 5965.984863
	Iteration 67Q: 3 clusters Score -2.265681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -22656828.000000 Penalty: 5965.984863
	Iteration 68Q: 3 clusters Score -2.265683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -22656798.000000 Penalty: 5965.984863
	Iteration 69Q: 3 clusters Score -2.26568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -22656812.000000 Penalty: 5965.984863
	Iteration 70Q: 3 clusters Score -2.265681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 166248 members 
Entering Unmasked Estep 
Score: -22656820.000000 Penalty: 5965.984863
	Iteration 71Q: 3 clusters Score -2.265682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 166252 members 
Entering Unmasked Estep 
Score: -22656832.000000 Penalty: 5965.984863
	Iteration 72Q: 3 clusters Score -2.265683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 166257 members 
Entering Unmasked Estep 
Score: -22656820.000000 Penalty: 5965.984863
	Iteration 73Q: 3 clusters Score -2.265682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -22656826.000000 Penalty: 5965.984863
	Iteration 74Q: 3 clusters Score -2.265683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -22656840.000000 Penalty: 5965.984863
	Iteration 75Q: 3 clusters Score -2.265684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 166274 members 
Entering Unmasked Estep 
Score: -22656842.000000 Penalty: 5965.984863
	Iteration 76Q: 3 clusters Score -2.265684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 166279 members 
Entering Unmasked Estep 
Score: -22656854.000000 Penalty: 5965.984863
	Iteration 77Q: 3 clusters Score -2.265685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 166285 members 
Entering Unmasked Estep 
Score: -22656856.000000 Penalty: 5965.984863
	Iteration 78Q: 3 clusters Score -2.265686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
Score: -22656846.000000 Penalty: 5965.984863
	Iteration 79Q: 3 clusters Score -2.265685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -22656834.000000 Penalty: 5965.984863
	Iteration 80F: 3 clusters Score -2.265683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 166299 members 
Entering Unmasked Estep 
Score: -22656834.000000 Penalty: 5965.984863
	Iteration 81Q: 3 clusters Score -2.265683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 166302 members 
Entering Unmasked Estep 
Score: -22656846.000000 Penalty: 5965.984863
	Iteration 82Q: 3 clusters Score -2.265685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 166306 members 
Entering Unmasked Estep 
Score: -22656830.000000 Penalty: 5965.984863
	Iteration 83Q: 3 clusters Score -2.265683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -22656830.000000 Penalty: 5965.984863
	Iteration 84Q: 3 clusters Score -2.265683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 166311 members 
Entering Unmasked Estep 
Score: -22656822.000000 Penalty: 5965.984863
	Iteration 85Q: 3 clusters Score -2.265682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 166311 members 
Entering Unmasked Estep 
Score: -22656836.000000 Penalty: 5965.984863
	Iteration 86Q: 3 clusters Score -2.265684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 166312 members 
Entering Unmasked Estep 
Score: -22656838.000000 Penalty: 5965.984863
	Iteration 87Q: 3 clusters Score -2.265684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -22656838.000000 Penalty: 5965.984863
	Iteration 88Q: 3 clusters Score -2.265684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -22656848.000000 Penalty: 5965.984863
	Iteration 89Q: 3 clusters Score -2.265685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -22656854.000000 Penalty: 5965.984863
	Iteration 90Q: 3 clusters Score -2.265685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 166321 members 
Entering Unmasked Estep 
Score: -22656850.000000 Penalty: 5965.984863
	Iteration 91Q: 3 clusters Score -2.265685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 166322 members 
Entering Unmasked Estep 
Score: -22656842.000000 Penalty: 5965.984863
	Iteration 92Q: 3 clusters Score -2.265684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -22656838.000000 Penalty: 5965.984863
	Iteration 93Q: 3 clusters Score -2.265684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -22656848.000000 Penalty: 5965.984863
	Iteration 94Q: 3 clusters Score -2.265685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -22656846.000000 Penalty: 5965.984863
	Iteration 95Q: 3 clusters Score -2.265685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -22656846.000000 Penalty: 5965.984863
	Iteration 96F: 3 clusters Score -2.265685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Entering Unmasked Estep 
Score: -5481715.500000 Penalty: 2629.535156
	Iteration 0F: 2 clusters Score -5481716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5454446.500000 Penalty: 5259.070312
	Iteration 0F: 3 clusters Score -5454446 nChanged 18461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5464403.000000 Penalty: 5259.070312
	Iteration 1F: 3 clusters Score -5464403 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5464987.000000 Penalty: 5259.070312
	Iteration 2Q: 3 clusters Score -5464987 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5465582.500000 Penalty: 5259.070312
	Iteration 3Q: 3 clusters Score -5465582 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5466294.000000 Penalty: 5259.070312
	Iteration 4Q: 3 clusters Score -5466294 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -5467256.500000 Penalty: 5259.070312
	Iteration 5F: 3 clusters Score -5467256 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5468766.500000 Penalty: 5259.070312
	Iteration 6F: 3 clusters Score -5468766 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5470802.500000 Penalty: 5259.070312
	Iteration 7F: 3 clusters Score -5470802 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5473221.000000 Penalty: 5259.070312
	Iteration 8F: 3 clusters Score -5473221 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -5475416.500000 Penalty: 5259.070312
	Iteration 9F: 3 clusters Score -5475416 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5476857.000000 Penalty: 5259.070312
	Iteration 10Q: 3 clusters Score -5476857 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5477703.000000 Penalty: 5259.070312
	Iteration 11Q: 3 clusters Score -5477703 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5478239.500000 Penalty: 5259.070312
	Iteration 12Q: 3 clusters Score -5478240 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5478520.000000 Penalty: 5259.070312
	Iteration 13Q: 3 clusters Score -5478520 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5478767.500000 Penalty: 5259.070312
	Iteration 14Q: 3 clusters Score -5478768 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5478973.000000 Penalty: 5259.070312
	Iteration 15Q: 3 clusters Score -5478973 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5479142.000000 Penalty: 5259.070312
	Iteration 16Q: 3 clusters Score -5479142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5479261.500000 Penalty: 5259.070312
	Iteration 17Q: 3 clusters Score -5479262 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5479366.000000 Penalty: 5259.070312
	Iteration 18Q: 3 clusters Score -5479366 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5479431.000000 Penalty: 5259.070312
	Iteration 19Q: 3 clusters Score -5479431 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5479481.500000 Penalty: 5259.070312
	Iteration 20F: 3 clusters Score -5479482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5479551.000000 Penalty: 5259.070312
	Iteration 21Q: 3 clusters Score -5479551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5479610.000000 Penalty: 5259.070312
	Iteration 22Q: 3 clusters Score -5479610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5479675.500000 Penalty: 5259.070312
	Iteration 23Q: 3 clusters Score -5479676 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5479721.000000 Penalty: 5259.070312
	Iteration 24Q: 3 clusters Score -5479721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5479739.000000 Penalty: 5259.070312
	Iteration 25Q: 3 clusters Score -5479739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5479779.000000 Penalty: 5259.070312
	Iteration 26Q: 3 clusters Score -5479779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5479784.000000 Penalty: 5259.070312
	Iteration 27Q: 3 clusters Score -5479784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5479807.500000 Penalty: 5259.070312
	Iteration 28Q: 3 clusters Score -5479808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5479817.000000 Penalty: 5259.070312
	Iteration 29Q: 3 clusters Score -5479817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5479841.000000 Penalty: 5259.070312
	Iteration 30Q: 3 clusters Score -5479841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5479842.500000 Penalty: 5259.070312
	Iteration 31Q: 3 clusters Score -5479842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5479852.500000 Penalty: 5259.070312
	Iteration 32Q: 3 clusters Score -5479852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5479861.000000 Penalty: 5259.070312
	Iteration 33Q: 3 clusters Score -5479861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5479860.500000 Penalty: 5259.070312
	Iteration 34Q: 3 clusters Score -5479860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5479876.000000 Penalty: 5259.070312
	Iteration 35Q: 3 clusters Score -5479876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5479885.000000 Penalty: 5259.070312
	Iteration 36Q: 3 clusters Score -5479885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5479896.000000 Penalty: 5259.070312
	Iteration 37Q: 3 clusters Score -5479896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5479893.000000 Penalty: 5259.070312
	Iteration 38Q: 3 clusters Score -5479893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5479892.000000 Penalty: 5259.070312
	Iteration 39Q: 3 clusters Score -5479892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5479903.500000 Penalty: 5259.070312
	Iteration 40F: 3 clusters Score -5479904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5479899.500000 Penalty: 5259.070312
	Iteration 41Q: 3 clusters Score -5479900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5479917.500000 Penalty: 5259.070312
	Iteration 42Q: 3 clusters Score -5479918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5479926.500000 Penalty: 5259.070312
	Iteration 43Q: 3 clusters Score -5479926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5479914.000000 Penalty: 5259.070312
	Iteration 44Q: 3 clusters Score -5479914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5479934.000000 Penalty: 5259.070312
	Iteration 45Q: 3 clusters Score -5479934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5479935.000000 Penalty: 5259.070312
	Iteration 46Q: 3 clusters Score -5479935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5479938.000000 Penalty: 5259.070312
	Iteration 47Q: 3 clusters Score -5479938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5479936.000000 Penalty: 5259.070312
	Iteration 48Q: 3 clusters Score -5479936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5479934.500000 Penalty: 5259.070312
	Iteration 49Q: 3 clusters Score -5479934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5479932.000000 Penalty: 5259.070312
	Iteration 50Q: 3 clusters Score -5479932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5479935.500000 Penalty: 5259.070312
	Iteration 51Q: 3 clusters Score -5479936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5479935.500000 Penalty: 5259.070312
	Iteration 52F: 3 clusters Score -5479936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 20263 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 11689 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 132183 members 
Mstep: Class 12 contains 8649 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 170444 members 
Mstep: Class 22 contains 167287 members 
Mstep: Class 23 contains 167409 members 
Mstep: Class 24 contains 40254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126379496.000000 Penalty: 88796.882812
Iteration 79Q: 27 clusters Score -1.263795e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 474 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 20265 members 
Mstep: Class 5 contains 1193 members 
Mstep: Class 6 contains 18748 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 22460 members 
Mstep: Class 9 contains 11670 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 131974 members 
Mstep: Class 12 contains 8708 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 15 contains 23648 members 
Mstep: Class 16 contains 69686 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 45174 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 170380 members 
Mstep: Class 22 contains 167250 members 
Mstep: Class 23 contains 167337 members 
Mstep: Class 24 contains 40526 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126400216.000000 Penalty: 88796.882812
Iteration 80F: 27 clusters Score -1.264002e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 20264 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 18738 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22449 members 
Mstep: Class 9 contains 11641 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 131784 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 15 contains 23641 members 
Mstep: Class 16 contains 69753 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 11846 members 
Mstep: Class 19 contains 45226 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 170360 members 
Mstep: Class 22 contains 167125 members 
Mstep: Class 23 contains 167285 members 
Mstep: Class 24 contains 40792 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419136.000000 Penalty: 88796.882812
Iteration 81Q: 27 clusters Score -1.264191e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 20264 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 18733 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 22433 members 
Mstep: Class 9 contains 11624 members 
Mstep: Class 10 contains 870 members 
Mstep: Class 11 contains 131585 members 
Mstep: Class 12 contains 8809 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 69815 members 
Mstep: Class 17 contains 3380 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 45250 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 170367 members 
Mstep: Class 22 contains 167030 members 
Mstep: Class 23 contains 167268 members 
Mstep: Class 24 contains 40999 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419440.000000 Penalty: 88796.882812
Iteration 82Q: 27 clusters Score -1.264194e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 20305 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 18729 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 22459 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 131429 members 
Mstep: Class 12 contains 8866 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 69875 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 45253 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 170340 members 
Mstep: Class 22 contains 167000 members 
Mstep: Class 23 contains 167199 members 
Mstep: Class 24 contains 41200 members 
Mstep: Class 25 contains 227 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419424.000000 Penalty: 88796.882812
Iteration 83Q: 27 clusters Score -1.264194e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 20353 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 18725 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 22510 members 
Mstep: Class 9 contains 11586 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 131252 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23584 members 
Mstep: Class 16 contains 69948 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 45276 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 170347 members 
Mstep: Class 22 contains 166868 members 
Mstep: Class 23 contains 167194 members 
Mstep: Class 24 contains 41412 members 
Mstep: Class 25 contains 227 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419408.000000 Penalty: 88796.882812
Iteration 84Q: 27 clusters Score -1.264194e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 20402 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 18730 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 11570 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 131073 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23563 members 
Mstep: Class 16 contains 70017 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 45296 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 170363 members 
Mstep: Class 22 contains 166751 members 
Mstep: Class 23 contains 167160 members 
Mstep: Class 24 contains 41600 members 
Mstep: Class 25 contains 227 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419632.000000 Penalty: 88796.882812
Iteration 85Q: 27 clusters Score -1.264196e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 20439 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 18735 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 9037 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23553 members 
Mstep: Class 16 contains 70073 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 45332 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 170407 members 
Mstep: Class 22 contains 166633 members 
Mstep: Class 23 contains 167148 members 
Mstep: Class 24 contains 41788 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419800.000000 Penalty: 88796.882812
Iteration 86Q: 27 clusters Score -1.264198e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 20469 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 18732 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 775 members 
Mstep: Class 11 contains 130693 members 
Mstep: Class 12 contains 9095 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23550 members 
Mstep: Class 16 contains 70103 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 45353 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 170394 members 
Mstep: Class 22 contains 166556 members 
Mstep: Class 23 contains 167105 members 
Mstep: Class 24 contains 41992 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420096.000000 Penalty: 88796.882812
Iteration 87Q: 27 clusters Score -1.264201e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 20479 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 18733 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 11 contains 130528 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23547 members 
Mstep: Class 16 contains 70144 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 11601 members 
Mstep: Class 19 contains 45403 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 170376 members 
Mstep: Class 22 contains 166453 members 
Mstep: Class 23 contains 167075 members 
Mstep: Class 24 contains 42169 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419936.000000 Penalty: 88796.882812
Iteration 88Q: 27 clusters Score -1.264199e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 20482 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 18729 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22542 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 11 contains 130393 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23544 members 
Mstep: Class 16 contains 70186 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 45446 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 170347 members 
Mstep: Class 22 contains 166343 members 
Mstep: Class 23 contains 167060 members 
Mstep: Class 24 contains 42336 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420088.000000 Penalty: 88796.882812
Iteration 89Q: 27 clusters Score -1.264201e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 20488 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 18725 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22529 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 130272 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23545 members 
Mstep: Class 16 contains 70254 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 45491 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 170315 members 
Mstep: Class 22 contains 166243 members 
Mstep: Class 23 contains 167029 members 
Mstep: Class 24 contains 42481 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419968.000000 Penalty: 88796.882812
Iteration 90Q: 27 clusters Score -1.2642e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 130135 members 
Mstep: Class 12 contains 9266 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23536 members 
Mstep: Class 16 contains 70325 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 45537 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 170302 members 
Mstep: Class 22 contains 166135 members 
Mstep: Class 23 contains 167051 members 
Mstep: Class 24 contains 42615 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419864.000000 Penalty: 88796.882812
Iteration 91Q: 27 clusters Score -1.264199e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 20496 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22508 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 130035 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23527 members 
Mstep: Class 16 contains 70378 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 45560 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 170232 members 
Mstep: Class 22 contains 166078 members 
Mstep: Class 23 contains 167088 members 
Mstep: Class 24 contains 42726 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419712.000000 Penalty: 88796.882812
Iteration 92Q: 27 clusters Score -1.264197e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 20497 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22497 members 
Mstep: Class 9 contains 11432 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129938 members 
Mstep: Class 12 contains 9437 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23529 members 
Mstep: Class 16 contains 70422 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 45578 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 170180 members 
Mstep: Class 22 contains 165962 members 
Mstep: Class 23 contains 167113 members 
Mstep: Class 24 contains 42826 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419896.000000 Penalty: 88796.882812
Iteration 93Q: 27 clusters Score -1.264199e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 20496 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 11418 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129859 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23526 members 
Mstep: Class 16 contains 70459 members 
Mstep: Class 17 contains 3423 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 45588 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 170179 members 
Mstep: Class 22 contains 165806 members 
Mstep: Class 23 contains 167137 members 
Mstep: Class 24 contains 42914 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420040.000000 Penalty: 88796.882812
Iteration 94Q: 27 clusters Score -1.2642e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 18724 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 11410 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129762 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23520 members 
Mstep: Class 16 contains 70509 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 45608 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 170093 members 
Mstep: Class 22 contains 165690 members 
Mstep: Class 23 contains 167209 members 
Mstep: Class 24 contains 43004 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126419968.000000 Penalty: 88796.882812
Iteration 95Q: 27 clusters Score -1.2642e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22425 members 
Mstep: Class 9 contains 11404 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129641 members 
Mstep: Class 12 contains 9736 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23526 members 
Mstep: Class 16 contains 70557 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 45638 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 170017 members 
Mstep: Class 22 contains 165554 members 
Mstep: Class 23 contains 167284 members 
Mstep: Class 24 contains 43086 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420040.000000 Penalty: 88796.882812
Iteration 96Q: 27 clusters Score -1.2642e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22405 members 
Mstep: Class 9 contains 11395 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129562 members 
Mstep: Class 12 contains 9827 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23524 members 
Mstep: Class 16 contains 70601 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 11483 members 
Mstep: Class 19 contains 45667 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 169907 members 
Mstep: Class 22 contains 165437 members 
Mstep: Class 23 contains 167371 members 
Mstep: Class 24 contains 43169 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420168.000000 Penalty: 88796.882812
Iteration 97Q: 27 clusters Score -1.264202e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 20508 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 11389 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129488 members 
Mstep: Class 12 contains 9917 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23515 members 
Mstep: Class 16 contains 70641 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 11471 members 
Mstep: Class 19 contains 45690 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 169843 members 
Mstep: Class 22 contains 165301 members 
Mstep: Class 23 contains 167432 members 
Mstep: Class 24 contains 43252 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420288.000000 Penalty: 88796.882812
Iteration 98Q: 27 clusters Score -1.264203e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 20511 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129410 members 
Mstep: Class 12 contains 10013 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 70679 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 11461 members 
Mstep: Class 19 contains 45714 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 169742 members 
Mstep: Class 22 contains 165208 members 
Mstep: Class 23 contains 167496 members 
Mstep: Class 24 contains 43338 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126420136.000000 Penalty: 88796.882812
Iteration 99Q: 27 clusters Score -1.264201e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 20513 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18707 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22339 members 
Mstep: Class 9 contains 11375 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 129344 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23519 members 
Mstep: Class 16 contains 70724 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 11458 members 
Mstep: Class 19 contains 45745 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 169634 members 
Mstep: Class 22 contains 165111 members 
Mstep: Class 23 contains 167543 members 
Mstep: Class 24 contains 43415 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126422656.000000 Penalty: 88796.882812
Iteration 100F: 27 clusters Score -1.264227e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 20521 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 18693 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22319 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 129300 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23522 members 
Mstep: Class 16 contains 70777 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 11452 members 
Mstep: Class 19 contains 45778 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 169583 members 
Mstep: Class 22 contains 164987 members 
Mstep: Class 23 contains 167553 members 
Mstep: Class 24 contains 43480 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423032.000000 Penalty: 88796.882812
Iteration 101Q: 27 clusters Score -1.26423e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20530 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 18692 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22296 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 129263 members 
Mstep: Class 12 contains 10234 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23524 members 
Mstep: Class 16 contains 70818 members 
Mstep: Class 17 contains 3468 members 
Mstep: Class 18 contains 11455 members 
Mstep: Class 19 contains 45806 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 169556 members 
Mstep: Class 22 contains 164866 members 
Mstep: Class 23 contains 167546 members 
Mstep: Class 24 contains 43562 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423320.000000 Penalty: 88796.882812
Iteration 102Q: 27 clusters Score -1.264233e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20544 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 18693 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 129187 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 70837 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 45827 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 169531 members 
Mstep: Class 22 contains 164800 members 
Mstep: Class 23 contains 167542 members 
Mstep: Class 24 contains 43636 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423576.000000 Penalty: 88796.882812
Iteration 103Q: 27 clusters Score -1.264236e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 20561 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 18693 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22259 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 129109 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23545 members 
Mstep: Class 16 contains 70861 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 45845 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 169500 members 
Mstep: Class 22 contains 164741 members 
Mstep: Class 23 contains 167552 members 
Mstep: Class 24 contains 43711 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423744.000000 Penalty: 88796.882812
Iteration 104Q: 27 clusters Score -1.264237e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 20578 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 18697 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22241 members 
Mstep: Class 9 contains 11328 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 129046 members 
Mstep: Class 12 contains 10385 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23560 members 
Mstep: Class 16 contains 70873 members 
Mstep: Class 17 contains 3429 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 19 contains 45852 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 169473 members 
Mstep: Class 22 contains 164674 members 
Mstep: Class 23 contains 167592 members 
Mstep: Class 24 contains 43776 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423792.000000 Penalty: 88796.882812
Iteration 105Q: 27 clusters Score -1.264238e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 20587 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18693 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22215 members 
Mstep: Class 9 contains 11321 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128997 members 
Mstep: Class 12 contains 10416 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23563 members 
Mstep: Class 16 contains 70893 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 45870 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 169469 members 
Mstep: Class 22 contains 164588 members 
Mstep: Class 23 contains 167637 members 
Mstep: Class 24 contains 43821 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424136.000000 Penalty: 88796.882812
Iteration 106Q: 27 clusters Score -1.264241e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 20588 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18694 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22200 members 
Mstep: Class 9 contains 11315 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128965 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 70925 members 
Mstep: Class 17 contains 3420 members 
Mstep: Class 18 contains 11391 members 
Mstep: Class 19 contains 45885 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 169436 members 
Mstep: Class 22 contains 164469 members 
Mstep: Class 23 contains 167689 members 
Mstep: Class 24 contains 43862 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424168.000000 Penalty: 88796.882812
Iteration 107Q: 27 clusters Score -1.264242e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 20591 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22187 members 
Mstep: Class 9 contains 11309 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128931 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23574 members 
Mstep: Class 16 contains 70962 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 11381 members 
Mstep: Class 19 contains 45893 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 169389 members 
Mstep: Class 22 contains 164406 members 
Mstep: Class 23 contains 167724 members 
Mstep: Class 24 contains 43898 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424512.000000 Penalty: 88796.882812
Iteration 108Q: 27 clusters Score -1.264245e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 20595 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18702 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22172 members 
Mstep: Class 9 contains 11301 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128909 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23584 members 
Mstep: Class 16 contains 71001 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 11371 members 
Mstep: Class 19 contains 45897 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 169344 members 
Mstep: Class 22 contains 164339 members 
Mstep: Class 23 contains 167762 members 
Mstep: Class 24 contains 43929 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424584.000000 Penalty: 88796.882812
Iteration 109Q: 27 clusters Score -1.264246e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20595 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18703 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22160 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128882 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23586 members 
Mstep: Class 16 contains 71042 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 45899 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 169340 members 
Mstep: Class 22 contains 164282 members 
Mstep: Class 23 contains 167766 members 
Mstep: Class 24 contains 43956 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424664.000000 Penalty: 88796.882812
Iteration 110Q: 27 clusters Score -1.264247e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18704 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 11283 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128862 members 
Mstep: Class 12 contains 10577 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 71092 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 19 contains 45904 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 169259 members 
Mstep: Class 22 contains 164272 members 
Mstep: Class 23 contains 167759 members 
Mstep: Class 24 contains 43984 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424576.000000 Penalty: 88796.882812
Iteration 111Q: 27 clusters Score -1.264246e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 18706 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 11277 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128844 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23600 members 
Mstep: Class 16 contains 71107 members 
Mstep: Class 17 contains 3431 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 45905 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 169246 members 
Mstep: Class 22 contains 164221 members 
Mstep: Class 23 contains 167769 members 
Mstep: Class 24 contains 44014 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424768.000000 Penalty: 88796.882812
Iteration 112Q: 27 clusters Score -1.264248e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 18710 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22135 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128823 members 
Mstep: Class 12 contains 10634 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23610 members 
Mstep: Class 16 contains 71123 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 45911 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 169216 members 
Mstep: Class 22 contains 164166 members 
Mstep: Class 23 contains 167779 members 
Mstep: Class 24 contains 44056 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424776.000000 Penalty: 88796.882812
Iteration 113Q: 27 clusters Score -1.264248e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20592 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 18712 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 22116 members 
Mstep: Class 9 contains 11266 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128810 members 
Mstep: Class 12 contains 10664 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23615 members 
Mstep: Class 16 contains 71145 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 45926 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 169187 members 
Mstep: Class 22 contains 164095 members 
Mstep: Class 23 contains 167801 members 
Mstep: Class 24 contains 44086 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424728.000000 Penalty: 88796.882812
Iteration 114Q: 27 clusters Score -1.264247e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20592 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 18710 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 22105 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128793 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 71158 members 
Mstep: Class 17 contains 3434 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 45928 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 169148 members 
Mstep: Class 22 contains 164058 members 
Mstep: Class 23 contains 167818 members 
Mstep: Class 24 contains 44122 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424776.000000 Penalty: 88796.882812
Iteration 115Q: 27 clusters Score -1.264248e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20597 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 18712 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 22081 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128775 members 
Mstep: Class 12 contains 10749 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23621 members 
Mstep: Class 16 contains 71175 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 45929 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 169102 members 
Mstep: Class 22 contains 164022 members 
Mstep: Class 23 contains 167844 members 
Mstep: Class 24 contains 44154 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424992.000000 Penalty: 88796.882812
Iteration 116Q: 27 clusters Score -1.26425e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 18715 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22066 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128732 members 
Mstep: Class 12 contains 10790 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23625 members 
Mstep: Class 16 contains 71193 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 45939 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 169066 members 
Mstep: Class 22 contains 163991 members 
Mstep: Class 23 contains 167882 members 
Mstep: Class 24 contains 44172 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424944.000000 Penalty: 88796.882812
Iteration 117Q: 27 clusters Score -1.264249e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22040 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 128689 members 
Mstep: Class 12 contains 10832 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23621 members 
Mstep: Class 16 contains 71212 members 
Mstep: Class 17 contains 3414 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 45958 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168994 members 
Mstep: Class 22 contains 163992 members 
Mstep: Class 23 contains 167929 members 
Mstep: Class 24 contains 44199 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424880.000000 Penalty: 88796.882812
Iteration 118Q: 27 clusters Score -1.264249e+08 nChanged 982
Entering ConstructFrom: 
Score: -126424880.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (32308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Entering Unmasked Estep 
Score: -4399019.500000 Penalty: 2575.001465
	Iteration 0F: 2 clusters Score -4399020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4376946.500000 Penalty: 5150.002930
	Iteration 0F: 3 clusters Score -4376946 nChanged 14559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4384844.000000 Penalty: 5150.002930
	Iteration 1F: 3 clusters Score -4384844 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4385322.000000 Penalty: 5150.002930
	Iteration 2Q: 3 clusters Score -4385322 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4385781.000000 Penalty: 5150.002930
	Iteration 3Q: 3 clusters Score -4385781 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4386334.500000 Penalty: 5150.002930
	Iteration 4Q: 3 clusters Score -4386334 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4387029.500000 Penalty: 5150.002930
	Iteration 5Q: 3 clusters Score -4387030 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4387961.500000 Penalty: 5150.002930
	Iteration 6F: 3 clusters Score -4387962 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4389310.500000 Penalty: 5150.002930
	Iteration 7F: 3 clusters Score -4389310 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4391137.500000 Penalty: 5150.002930
	Iteration 8F: 3 clusters Score -4391138 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4393099.500000 Penalty: 5150.002930
	Iteration 9F: 3 clusters Score -4393100 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4394743.000000 Penalty: 5150.002930
	Iteration 10F: 3 clusters Score -4394743 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4395808.000000 Penalty: 5150.002930
	Iteration 11Q: 3 clusters Score -4395808 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4396317.000000 Penalty: 5150.002930
	Iteration 12Q: 3 clusters Score -4396317 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4396542.500000 Penalty: 5150.002930
	Iteration 13Q: 3 clusters Score -4396542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4396640.500000 Penalty: 5150.002930
	Iteration 14Q: 3 clusters Score -4396640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4396692.000000 Penalty: 5150.002930
	Iteration 15Q: 3 clusters Score -4396692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4396725.500000 Penalty: 5150.002930
	Iteration 16Q: 3 clusters Score -4396726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4396738.000000 Penalty: 5150.002930
	Iteration 17Q: 3 clusters Score -4396738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4396753.500000 Penalty: 5150.002930
	Iteration 18Q: 3 clusters Score -4396754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4396764.000000 Penalty: 5150.002930
	Iteration 19Q: 3 clusters Score -4396764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4396777.500000 Penalty: 5150.002930
	Iteration 20F: 3 clusters Score -4396778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4396783.000000 Penalty: 5150.002930
	Iteration 21Q: 3 clusters Score -4396783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4396792.000000 Penalty: 5150.002930
	Iteration 22Q: 3 clusters Score -4396792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4396794.500000 Penalty: 5150.002930
	Iteration 23Q: 3 clusters Score -4396794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4396799.500000 Penalty: 5150.002930
	Iteration 24Q: 3 clusters Score -4396800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4396803.000000 Penalty: 5150.002930
	Iteration 25Q: 3 clusters Score -4396803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4396807.000000 Penalty: 5150.002930
	Iteration 26Q: 3 clusters Score -4396807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4396809.500000 Penalty: 5150.002930
	Iteration 27Q: 3 clusters Score -4396810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4396809.500000 Penalty: 5150.002930
	Iteration 28F: 3 clusters Score -4396810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84873.234375 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -84873.23 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 376 members 
Entering Unmasked Estep 
Score: -83253.335938 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -83253.34 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83932.703125 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -83932.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84273.343750 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -84273.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84405.781250 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -84405.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84493.632812 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -84493.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84533.117188 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -84533.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84562.570312 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -84562.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84576.335938 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -84576.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84595.257812 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -84595.26 nChanged 3
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: -84620.742188 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -84620.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -84626.257812 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -84626.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84629.453125 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -84629.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84629.453125 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -84629.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -217724.890625 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -217724.9 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 884 members 
Entering Unmasked Estep 
Score: -215259.812500 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -215259.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -215713.921875 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -215713.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -215848.750000 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -215848.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215966.203125 Penalty: 3696.679199
	Iteration 3F: 3 clusters Score -215966.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -216066.906250 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -216066.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -216157.718750 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -216157.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -216231.046875 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -216231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -216283.484375 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -216283.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -216320.750000 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -216320.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -216351.421875 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -216351.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -216374.046875 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -216374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -216384.015625 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -216384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -216397.078125 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -216397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -216403.656250 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -216403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -216410.359375 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -216410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -216415.640625 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -216415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -216418.578125 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -216418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -216419.234375 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -216419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -216419.875000 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -216419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -216421.515625 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -216421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -216422.359375 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -216422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216425.875000 Penalty: 3696.679199
	Iteration 21Q: 3 clusters Score -216425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216428.265625 Penalty: 3696.679199
	Iteration 22Q: 3 clusters Score -216428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -216429.031250 Penalty: 3696.679199
	Iteration 23Q: 3 clusters Score -216429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -216429.031250 Penalty: 3696.679199
	Iteration 24F: 3 clusters Score -216429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Entering Unmasked Estep 
Score: -2656280.500000 Penalty: 2463.311279
	Iteration 0F: 2 clusters Score -2656280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2641970.500000 Penalty: 4926.622559
	Iteration 0F: 3 clusters Score -2641970 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2646976.250000 Penalty: 4926.622559
	Iteration 1F: 3 clusters Score -2646976 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2647465.750000 Penalty: 4926.622559
	Iteration 2F: 3 clusters Score -2647466 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2647853.750000 Penalty: 4926.622559
	Iteration 3Q: 3 clusters Score -2647854 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2648217.500000 Penalty: 4926.622559
	Iteration 4Q: 3 clusters Score -2648218 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2648530.000000 Penalty: 4926.622559
	Iteration 5Q: 3 clusters Score -2648530 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2648838.500000 Penalty: 4926.622559
	Iteration 6Q: 3 clusters Score -2648838 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2649185.500000 Penalty: 4926.622559
	Iteration 7Q: 3 clusters Score -2649186 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2649543.500000 Penalty: 4926.622559
	Iteration 8Q: 3 clusters Score -2649544 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2649888.000000 Penalty: 4926.622559
	Iteration 9Q: 3 clusters Score -2649888 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2650190.750000 Penalty: 4926.622559
	Iteration 10Q: 3 clusters Score -2650191 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2650475.750000 Penalty: 4926.622559
	Iteration 11Q: 3 clusters Score -2650476 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2650723.750000 Penalty: 4926.622559
	Iteration 12Q: 3 clusters Score -2650724 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2650932.500000 Penalty: 4926.622559
	Iteration 13Q: 3 clusters Score -2650932 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2651107.000000 Penalty: 4926.622559
	Iteration 14Q: 3 clusters Score -2651107 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2651234.500000 Penalty: 4926.622559
	Iteration 15Q: 3 clusters Score -2651234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2651339.000000 Penalty: 4926.622559
	Iteration 16Q: 3 clusters Score -2651339 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2651412.500000 Penalty: 4926.622559
	Iteration 17Q: 3 clusters Score -2651412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2651514.250000 Penalty: 4926.622559
	Iteration 18Q: 3 clusters Score -2651514 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2651591.750000 Penalty: 4926.622559
	Iteration 19Q: 3 clusters Score -2651592 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2651694.500000 Penalty: 4926.622559
	Iteration 20F: 3 clusters Score -2651694 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2651779.000000 Penalty: 4926.622559
	Iteration 21Q: 3 clusters Score -2651779 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2651886.000000 Penalty: 4926.622559
	Iteration 22Q: 3 clusters Score -2651886 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2651976.750000 Penalty: 4926.622559
	Iteration 23Q: 3 clusters Score -2651977 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2652042.750000 Penalty: 4926.622559
	Iteration 24Q: 3 clusters Score -2652043 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2652125.250000 Penalty: 4926.622559
	Iteration 25Q: 3 clusters Score -2652125 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2652193.250000 Penalty: 4926.622559
	Iteration 26Q: 3 clusters Score -2652193 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2652278.000000 Penalty: 4926.622559
	Iteration 27Q: 3 clusters Score -2652278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2652382.750000 Penalty: 4926.622559
	Iteration 28Q: 3 clusters Score -2652383 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2652487.250000 Penalty: 4926.622559
	Iteration 29Q: 3 clusters Score -2652487 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2652596.250000 Penalty: 4926.622559
	Iteration 30Q: 3 clusters Score -2652596 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2652721.500000 Penalty: 4926.622559
	Iteration 31Q: 3 clusters Score -2652722 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2652838.500000 Penalty: 4926.622559
	Iteration 32Q: 3 clusters Score -2652838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2652928.750000 Penalty: 4926.622559
	Iteration 33Q: 3 clusters Score -2652929 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2653006.000000 Penalty: 4926.622559
	Iteration 34Q: 3 clusters Score -2653006 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2653050.250000 Penalty: 4926.622559
	Iteration 35Q: 3 clusters Score -2653050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2653087.750000 Penalty: 4926.622559
	Iteration 36Q: 3 clusters Score -2653088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2653120.500000 Penalty: 4926.622559
	Iteration 37Q: 3 clusters Score -2653120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2653154.000000 Penalty: 4926.622559
	Iteration 38Q: 3 clusters Score -2653154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2653170.750000 Penalty: 4926.622559
	Iteration 39Q: 3 clusters Score -2653171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2653184.500000 Penalty: 4926.622559
	Iteration 40F: 3 clusters Score -2653184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2653197.000000 Penalty: 4926.622559
	Iteration 41Q: 3 clusters Score -2653197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2653206.000000 Penalty: 4926.622559
	Iteration 42Q: 3 clusters Score -2653206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2653213.750000 Penalty: 4926.622559
	Iteration 43Q: 3 clusters Score -2653214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2653224.000000 Penalty: 4926.622559
	Iteration 44Q: 3 clusters Score -2653224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2653230.250000 Penalty: 4926.622559
	Iteration 45Q: 3 clusters Score -2653230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2653244.500000 Penalty: 4926.622559
	Iteration 46Q: 3 clusters Score -2653244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2653244.250000 Penalty: 4926.622559
	Iteration 47Q: 3 clusters Score -2653244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2653247.000000 Penalty: 4926.622559
	Iteration 48Q: 3 clusters Score -2653247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2653241.750000 Penalty: 4926.622559
	Iteration 49Q: 3 clusters Score -2653242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2653240.250000 Penalty: 4926.622559
	Iteration 50Q: 3 clusters Score -2653240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2653248.250000 Penalty: 4926.622559
	Iteration 51Q: 3 clusters Score -2653248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2653249.000000 Penalty: 4926.622559
	Iteration 52Q: 3 clusters Score -2653249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2653243.250000 Penalty: 4926.622559
	Iteration 53Q: 3 clusters Score -2653243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2653253.500000 Penalty: 4926.622559
	Iteration 54Q: 3 clusters Score -2653254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2653258.250000 Penalty: 4926.622559
	Iteration 55Q: 3 clusters Score -2653258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2653260.250000 Penalty: 4926.622559
	Iteration 56Q: 3 clusters Score -2653260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2653256.500000 Penalty: 4926.622559
	Iteration 57Q: 3 clusters Score -2653256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2653264.750000 Penalty: 4926.622559
	Iteration 58Q: 3 clusters Score -2653265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2653264.000000 Penalty: 4926.622559
	Iteration 59Q: 3 clusters Score -2653264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2653262.000000 Penalty: 4926.622559
	Iteration 60F: 3 clusters Score -2653262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2653266.000000 Penalty: 4926.622559
	Iteration 61Q: 3 clusters Score -2653266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2653267.250000 Penalty: 4926.622559
	Iteration 62Q: 3 clusters Score -2653267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2653269.500000 Penalty: 4926.622559
	Iteration 63Q: 3 clusters Score -2653270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2653273.250000 Penalty: 4926.622559
	Iteration 64Q: 3 clusters Score -2653273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2653277.000000 Penalty: 4926.622559
	Iteration 65Q: 3 clusters Score -2653277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2653278.250000 Penalty: 4926.622559
	Iteration 66Q: 3 clusters Score -2653278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2653288.750000 Penalty: 4926.622559
	Iteration 67Q: 3 clusters Score -2653289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2653287.250000 Penalty: 4926.622559
	Iteration 68Q: 3 clusters Score -2653287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2653284.250000 Penalty: 4926.622559
	Iteration 69Q: 3 clusters Score -2653284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2653284.750000 Penalty: 4926.622559
	Iteration 70Q: 3 clusters Score -2653285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2653299.500000 Penalty: 4926.622559
	Iteration 71Q: 3 clusters Score -2653300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2653299.500000 Penalty: 4926.622559
	Iteration 72Q: 3 clusters Score -2653300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2653307.000000 Penalty: 4926.622559
	Iteration 73Q: 3 clusters Score -2653307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2653309.750000 Penalty: 4926.622559
	Iteration 74Q: 3 clusters Score -2653310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2653317.250000 Penalty: 4926.622559
	Iteration 75Q: 3 clusters Score -2653317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2653321.500000 Penalty: 4926.622559
	Iteration 76Q: 3 clusters Score -2653322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2653318.250000 Penalty: 4926.622559
	Iteration 77Q: 3 clusters Score -2653318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2653318.000000 Penalty: 4926.622559
	Iteration 78Q: 3 clusters Score -2653318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2653324.750000 Penalty: 4926.622559
	Iteration 79Q: 3 clusters Score -2653325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2653333.750000 Penalty: 4926.622559
	Iteration 80F: 3 clusters Score -2653334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2653338.250000 Penalty: 4926.622559
	Iteration 81Q: 3 clusters Score -2653338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2653342.750000 Penalty: 4926.622559
	Iteration 82Q: 3 clusters Score -2653343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2653341.500000 Penalty: 4926.622559
	Iteration 83Q: 3 clusters Score -2653342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2653338.250000 Penalty: 4926.622559
	Iteration 84Q: 3 clusters Score -2653338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2653348.750000 Penalty: 4926.622559
	Iteration 85Q: 3 clusters Score -2653349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2653357.750000 Penalty: 4926.622559
	Iteration 86Q: 3 clusters Score -2653358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2653360.250000 Penalty: 4926.622559
	Iteration 87Q: 3 clusters Score -2653360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2653372.750000 Penalty: 4926.622559
	Iteration 88Q: 3 clusters Score -2653373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2653381.750000 Penalty: 4926.622559
	Iteration 89Q: 3 clusters Score -2653382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2653387.250000 Penalty: 4926.622559
	Iteration 90Q: 3 clusters Score -2653387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2653397.000000 Penalty: 4926.622559
	Iteration 91Q: 3 clusters Score -2653397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2653404.750000 Penalty: 4926.622559
	Iteration 92Q: 3 clusters Score -2653405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2653411.000000 Penalty: 4926.622559
	Iteration 93Q: 3 clusters Score -2653411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2653420.000000 Penalty: 4926.622559
	Iteration 94Q: 3 clusters Score -2653420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2653419.000000 Penalty: 4926.622559
	Iteration 95Q: 3 clusters Score -2653419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2653426.500000 Penalty: 4926.622559
	Iteration 96Q: 3 clusters Score -2653426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2653428.500000 Penalty: 4926.622559
	Iteration 97Q: 3 clusters Score -2653428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2653432.750000 Penalty: 4926.622559
	Iteration 98Q: 3 clusters Score -2653433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2653437.250000 Penalty: 4926.622559
	Iteration 99Q: 3 clusters Score -2653437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2653434.000000 Penalty: 4926.622559
	Iteration 100F: 3 clusters Score -2653434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2653444.000000 Penalty: 4926.622559
	Iteration 101Q: 3 clusters Score -2653444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2653460.250000 Penalty: 4926.622559
	Iteration 102Q: 3 clusters Score -2653460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2653465.000000 Penalty: 4926.622559
	Iteration 103Q: 3 clusters Score -2653465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2653477.500000 Penalty: 4926.622559
	Iteration 104Q: 3 clusters Score -2653478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2653481.500000 Penalty: 4926.622559
	Iteration 105Q: 3 clusters Score -2653482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2653497.500000 Penalty: 4926.622559
	Iteration 106Q: 3 clusters Score -2653498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2653512.250000 Penalty: 4926.622559
	Iteration 107Q: 3 clusters Score -2653512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2653508.000000 Penalty: 4926.622559
	Iteration 108Q: 3 clusters Score -2653508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2653517.000000 Penalty: 4926.622559
	Iteration 109Q: 3 clusters Score -2653517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2653524.000000 Penalty: 4926.622559
	Iteration 110Q: 3 clusters Score -2653524 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2653538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2653561 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2653576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2653585 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2653612.250000 Penalty: 4926.622559
	Iteration 115Q: 3 clusters Score -2653612 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2653618.500000 Penalty: 4926.622559
	Iteration 116Q: 3 clusters Score -2653618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2653636.500000 Penalty: 4926.622559
	Iteration 117Q: 3 clusters Score -2653636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2653645.250000 Penalty: 4926.622559
	Iteration 118Q: 3 clusters Score -2653645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2653661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2653675.750000 Penalty: 4926.622559
	Iteration 120F: 3 clusters Score -2653676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2653686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2653697.750000 Penalty: 4926.622559
	Iteration 122Q: 3 clusters Score -2653698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2653705.250000 Penalty: 4926.622559
	Iteration 123Q: 3 clusters Score -2653705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2653706.500000 Penalty: 4926.622559
	Iteration 124Q: 3 clusters Score -2653706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2653713.250000 Penalty: 4926.622559
	Iteration 125Q: 3 clusters Score -2653713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2653716.750000 Penalty: 4926.622559
	Iteration 126Q: 3 clusters Score -2653717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2653721.250000 Penalty: 4926.622559
	Iteration 127Q: 3 clusters Score -2653721 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2653737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2653749 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2653757 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2653770 nChanged 59
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Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2653778 nChanged 57
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Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2653787 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2653796 nChanged 64
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Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2653810 nChanged 71
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Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2653830 nChanged 73
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2653836 nChanged 74
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Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2653852 nChanged 65
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Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2653869 nChanged 71
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Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2653890 nChanged 74
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2653898 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2653920 nChanged 83
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2653942 nChanged 85
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Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2653966 nChanged 81
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Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18218 members 
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	Iteration 145Q: 3 clusters Score -2653986 nChanged 79
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2654020 nChanged 79
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Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2654036 nChanged 70
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Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2654055 nChanged 62
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Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2654078 nChanged 63
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Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2654102 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2654118 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2654139 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2654154 nChanged 54
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Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18768 members 
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	Iteration 154Q: 3 clusters Score -2654174 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2654190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2654209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2654227 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2654238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2654256 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2654270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2654287 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2654301 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2654314 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2654314 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2654316 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2654322 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2654323 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2654332 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2654342 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2654338 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2654347 nChanged 15
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Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2654346 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2654343 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2654355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2654372 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2654382 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2654389 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2654387 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2654390 nChanged 10
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Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2654394 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2654394 nChanged 7
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Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2654398 nChanged 6
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Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2654396 nChanged 5
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Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2654390 nChanged 5
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Mstep: Class 1 contains 1165 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2654396 nChanged 6
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Mstep: Class 1 contains 1159 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2654394 nChanged 4
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2654395 nChanged 6
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Mstep: Class 1 contains 1151 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2654402 nChanged 5
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Mstep: Class 1 contains 1146 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2654402 nChanged 9
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2654408 nChanged 9
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Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2654414 nChanged 8
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Mstep: Class 1 contains 1122 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2654414 nChanged 6
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Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2654418 nChanged 3
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Mstep: Class 1 contains 1115 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2654416 nChanged 5
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Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2654416 nChanged 6
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Mstep: Class 1 contains 1106 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2654416 nChanged 8
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Mstep: Class 1 contains 1098 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2654418 nChanged 7
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Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2654417 nChanged 3
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Mstep: Class 1 contains 1090 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2654418 nChanged 5
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Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2654418 nChanged 5
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Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2654422.000000 Penalty: 4926.622559
	Iteration 201Q: 3 clusters Score -2654422 nChanged 1
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Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2654423 nChanged 3
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2654424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2654423.500000 Penalty: 4926.622559
	Iteration 204Q: 3 clusters Score -2654424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2654421.500000 Penalty: 4926.622559
	Iteration 205Q: 3 clusters Score -2654422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2654425.250000 Penalty: 4926.622559
	Iteration 206Q: 3 clusters Score -2654425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2654428.250000 Penalty: 4926.622559
	Iteration 207Q: 3 clusters Score -2654428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2654429.500000 Penalty: 4926.622559
	Iteration 208Q: 3 clusters Score -2654430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2654433.000000 Penalty: 4926.622559
	Iteration 209Q: 3 clusters Score -2654433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2654434.750000 Penalty: 4926.622559
	Iteration 210Q: 3 clusters Score -2654435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2654439.750000 Penalty: 4926.622559
	Iteration 211Q: 3 clusters Score -2654440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2654444.000000 Penalty: 4926.622559
	Iteration 212Q: 3 clusters Score -2654444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2654452.000000 Penalty: 4926.622559
	Iteration 213Q: 3 clusters Score -2654452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2654455.750000 Penalty: 4926.622559
	Iteration 214Q: 3 clusters Score -2654456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2654455.250000 Penalty: 4926.622559
	Iteration 215Q: 3 clusters Score -2654455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2654461.250000 Penalty: 4926.622559
	Iteration 216Q: 3 clusters Score -2654461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2654464.750000 Penalty: 4926.622559
	Iteration 217Q: 3 clusters Score -2654465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2654465.000000 Penalty: 4926.622559
	Iteration 218Q: 3 clusters Score -2654465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2654474.000000 Penalty: 4926.622559
	Iteration 219Q: 3 clusters Score -2654474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2654475.750000 Penalty: 4926.622559
	Iteration 220F: 3 clusters Score -2654476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2654479.750000 Penalty: 4926.622559
	Iteration 221Q: 3 clusters Score -2654480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2654483.250000 Penalty: 4926.622559
	Iteration 222Q: 3 clusters Score -2654483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2654486.750000 Penalty: 4926.622559
	Iteration 223Q: 3 clusters Score -2654487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2654487.750000 Penalty: 4926.622559
	Iteration 224Q: 3 clusters Score -2654488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2654487.250000 Penalty: 4926.622559
	Iteration 225Q: 3 clusters Score -2654487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2654488.750000 Penalty: 4926.622559
	Iteration 226Q: 3 clusters Score -2654489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2654497.500000 Penalty: 4926.622559
	Iteration 227Q: 3 clusters Score -2654498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2654499.500000 Penalty: 4926.622559
	Iteration 228Q: 3 clusters Score -2654500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2654507.000000 Penalty: 4926.622559
	Iteration 229Q: 3 clusters Score -2654507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2654510.000000 Penalty: 4926.622559
	Iteration 230Q: 3 clusters Score -2654510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2654508.000000 Penalty: 4926.622559
	Iteration 231Q: 3 clusters Score -2654508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2654508.250000 Penalty: 4926.622559
	Iteration 232Q: 3 clusters Score -2654508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2654504.750000 Penalty: 4926.622559
	Iteration 233Q: 3 clusters Score -2654505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2654509.250000 Penalty: 4926.622559
	Iteration 234Q: 3 clusters Score -2654509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2654510.250000 Penalty: 4926.622559
	Iteration 235Q: 3 clusters Score -2654510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2654508.750000 Penalty: 4926.622559
	Iteration 236Q: 3 clusters Score -2654509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2654509.000000 Penalty: 4926.622559
	Iteration 237Q: 3 clusters Score -2654509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2654509.000000 Penalty: 4926.622559
	Iteration 238F: 3 clusters Score -2654509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -158889.171875 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -158889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156806.234375 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -156806.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157126.046875 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -157126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -157213.343750 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -157213.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157252.921875 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -157252.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157270.968750 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -157271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157282.046875 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -157282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157286.984375 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -157287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -157289.796875 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -157289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157294.453125 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -157294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157299.046875 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -157299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157299.312500 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -157299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157299.312500 Penalty: 3509.601318
	Iteration 11F: 3 clusters Score -157299.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Entering Unmasked Estep 
Score: -2391724.750000 Penalty: 2439.675537
	Iteration 0F: 2 clusters Score -2391725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2378362.250000 Penalty: 4879.351074
	Iteration 0F: 3 clusters Score -2378362 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2382774.500000 Penalty: 4879.351074
	Iteration 1F: 3 clusters Score -2382774 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2383157.250000 Penalty: 4879.351074
	Iteration 2F: 3 clusters Score -2383157 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2383502.750000 Penalty: 4879.351074
	Iteration 3Q: 3 clusters Score -2383503 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2383898.250000 Penalty: 4879.351074
	Iteration 4Q: 3 clusters Score -2383898 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2384466.250000 Penalty: 4879.351074
	Iteration 5Q: 3 clusters Score -2384466 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2385333.500000 Penalty: 4879.351074
	Iteration 6F: 3 clusters Score -2385334 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2386476.750000 Penalty: 4879.351074
	Iteration 7F: 3 clusters Score -2386477 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2387664.500000 Penalty: 4879.351074
	Iteration 8F: 3 clusters Score -2387664 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2388596.500000 Penalty: 4879.351074
	Iteration 9F: 3 clusters Score -2388596 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2389199.000000 Penalty: 4879.351074
	Iteration 10F: 3 clusters Score -2389199 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2389550.000000 Penalty: 4879.351074
	Iteration 11Q: 3 clusters Score -2389550 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2389762.500000 Penalty: 4879.351074
	Iteration 12Q: 3 clusters Score -2389762 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2389900.250000 Penalty: 4879.351074
	Iteration 13Q: 3 clusters Score -2389900 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2389972.000000 Penalty: 4879.351074
	Iteration 14Q: 3 clusters Score -2389972 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2390028.000000 Penalty: 4879.351074
	Iteration 15Q: 3 clusters Score -2390028 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2390055.250000 Penalty: 4879.351074
	Iteration 16Q: 3 clusters Score -2390055 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2390076.750000 Penalty: 4879.351074
	Iteration 17Q: 3 clusters Score -2390077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2390094.250000 Penalty: 4879.351074
	Iteration 18Q: 3 clusters Score -2390094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2390103.000000 Penalty: 4879.351074
	Iteration 19Q: 3 clusters Score -2390103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2390109.500000 Penalty: 4879.351074
	Iteration 20F: 3 clusters Score -2390110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2390122.000000 Penalty: 4879.351074
	Iteration 21Q: 3 clusters Score -2390122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2390124.000000 Penalty: 4879.351074
	Iteration 22Q: 3 clusters Score -2390124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2390129.750000 Penalty: 4879.351074
	Iteration 23Q: 3 clusters Score -2390130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2390140.250000 Penalty: 4879.351074
	Iteration 24Q: 3 clusters Score -2390140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2390149.250000 Penalty: 4879.351074
	Iteration 25Q: 3 clusters Score -2390149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2390155.000000 Penalty: 4879.351074
	Iteration 26Q: 3 clusters Score -2390155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2390160.250000 Penalty: 4879.351074
	Iteration 27Q: 3 clusters Score -2390160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2390167.500000 Penalty: 4879.351074
	Iteration 28Q: 3 clusters Score -2390168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2390167.000000 Penalty: 4879.351074
	Iteration 29Q: 3 clusters Score -2390167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2390169.250000 Penalty: 4879.351074
	Iteration 30Q: 3 clusters Score -2390169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2390176.000000 Penalty: 4879.351074
	Iteration 31Q: 3 clusters Score -2390176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2390176.000000 Penalty: 4879.351074
	Iteration 32Q: 3 clusters Score -2390176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2390179.750000 Penalty: 4879.351074
	Iteration 33Q: 3 clusters Score -2390180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2390179.250000 Penalty: 4879.351074
	Iteration 34Q: 3 clusters Score -2390179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2390184.250000 Penalty: 4879.351074
	Iteration 35Q: 3 clusters Score -2390184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2390191.250000 Penalty: 4879.351074
	Iteration 36Q: 3 clusters Score -2390191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2390189.500000 Penalty: 4879.351074
	Iteration 37Q: 3 clusters Score -2390190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2390187.750000 Penalty: 4879.351074
	Iteration 38Q: 3 clusters Score -2390188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2390188.750000 Penalty: 4879.351074
	Iteration 39Q: 3 clusters Score -2390189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2390189.500000 Penalty: 4879.351074
	Iteration 40F: 3 clusters Score -2390190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2390189.000000 Penalty: 4879.351074
	Iteration 41Q: 3 clusters Score -2390189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2390187.250000 Penalty: 4879.351074
	Iteration 42Q: 3 clusters Score -2390187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2390184.500000 Penalty: 4879.351074
	Iteration 43Q: 3 clusters Score -2390184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2390182.000000 Penalty: 4879.351074
	Iteration 44Q: 3 clusters Score -2390182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2390190.000000 Penalty: 4879.351074
	Iteration 45Q: 3 clusters Score -2390190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2390190.250000 Penalty: 4879.351074
	Iteration 46Q: 3 clusters Score -2390190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2390192.000000 Penalty: 4879.351074
	Iteration 47Q: 3 clusters Score -2390192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2390198.000000 Penalty: 4879.351074
	Iteration 48Q: 3 clusters Score -2390198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2390194.750000 Penalty: 4879.351074
	Iteration 49Q: 3 clusters Score -2390195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2390200.250000 Penalty: 4879.351074
	Iteration 50Q: 3 clusters Score -2390200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2390199.250000 Penalty: 4879.351074
	Iteration 51Q: 3 clusters Score -2390199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2390205.000000 Penalty: 4879.351074
	Iteration 52Q: 3 clusters Score -2390205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2390207.250000 Penalty: 4879.351074
	Iteration 53Q: 3 clusters Score -2390207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 4879.351074
	Iteration 54Q: 3 clusters Score -2390207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2390205.750000 Penalty: 4879.351074
	Iteration 55Q: 3 clusters Score -2390206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2390205.250000 Penalty: 4879.351074
	Iteration 56Q: 3 clusters Score -2390205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2390206.000000 Penalty: 4879.351074
	Iteration 57Q: 3 clusters Score -2390206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2390211.000000 Penalty: 4879.351074
	Iteration 58Q: 3 clusters Score -2390211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 4879.351074
	Iteration 59Q: 3 clusters Score -2390207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2390204.250000 Penalty: 4879.351074
	Iteration 60F: 3 clusters Score -2390204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 4879.351074
	Iteration 61Q: 3 clusters Score -2390207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2390208.750000 Penalty: 4879.351074
	Iteration 62Q: 3 clusters Score -2390209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2390205.750000 Penalty: 4879.351074
	Iteration 63Q: 3 clusters Score -2390206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2390205.750000 Penalty: 4879.351074
	Iteration 64F: 3 clusters Score -2390206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60190.925781 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60190.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58664.539062 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -58664.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58881.886719 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -58881.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58954.238281 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -58954.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58999.089844 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -58999.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59033.617188 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -59033.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59048.046875 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -59048.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59053.082031 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -59053.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59058.242188 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -59058.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59061.671875 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -59061.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59061.671875 Penalty: 3069.378906
	Iteration 9F: 3 clusters Score -59061.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Entering Unmasked Estep 
Score: -2869210.250000 Penalty: 2479.949707
	Iteration 0F: 2 clusters Score -2869210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2853769.000000 Penalty: 4959.899414
	Iteration 0F: 3 clusters Score -2853769 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2858966.000000 Penalty: 4959.899414
	Iteration 1F: 3 clusters Score -2858966 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2859388.750000 Penalty: 4959.899414
	Iteration 2F: 3 clusters Score -2859389 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2859790.000000 Penalty: 4959.899414
	Iteration 3Q: 3 clusters Score -2859790 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2860219.000000 Penalty: 4959.899414
	Iteration 4Q: 3 clusters Score -2860219 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2860786.000000 Penalty: 4959.899414
	Iteration 5Q: 3 clusters Score -2860786 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2861460.250000 Penalty: 4959.899414
	Iteration 6F: 3 clusters Score -2861460 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2862307.750000 Penalty: 4959.899414
	Iteration 7F: 3 clusters Score -2862308 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2863447.000000 Penalty: 4959.899414
	Iteration 8F: 3 clusters Score -2863447 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2864692.250000 Penalty: 4959.899414
	Iteration 9F: 3 clusters Score -2864692 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2865802.000000 Penalty: 4959.899414
	Iteration 10F: 3 clusters Score -2865802 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2866520.000000 Penalty: 4959.899414
	Iteration 11Q: 3 clusters Score -2866520 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2866916.500000 Penalty: 4959.899414
	Iteration 12Q: 3 clusters Score -2866916 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2867125.000000 Penalty: 4959.899414
	Iteration 13Q: 3 clusters Score -2867125 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2867244.500000 Penalty: 4959.899414
	Iteration 14Q: 3 clusters Score -2867244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2867340.250000 Penalty: 4959.899414
	Iteration 15Q: 3 clusters Score -2867340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2867448.750000 Penalty: 4959.899414
	Iteration 16Q: 3 clusters Score -2867449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2867576.250000 Penalty: 4959.899414
	Iteration 17Q: 3 clusters Score -2867576 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2867752.500000 Penalty: 4959.899414
	Iteration 18Q: 3 clusters Score -2867752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2867841.000000 Penalty: 4959.899414
	Iteration 19Q: 3 clusters Score -2867841 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2867913.250000 Penalty: 4959.899414
	Iteration 20F: 3 clusters Score -2867913 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2867958.000000 Penalty: 4959.899414
	Iteration 21Q: 3 clusters Score -2867958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2867983.250000 Penalty: 4959.899414
	Iteration 22Q: 3 clusters Score -2867983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2868006.500000 Penalty: 4959.899414
	Iteration 23Q: 3 clusters Score -2868006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2868016.750000 Penalty: 4959.899414
	Iteration 24Q: 3 clusters Score -2868017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2868027.250000 Penalty: 4959.899414
	Iteration 25Q: 3 clusters Score -2868027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2868037.750000 Penalty: 4959.899414
	Iteration 26Q: 3 clusters Score -2868038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2868047.750000 Penalty: 4959.899414
	Iteration 27Q: 3 clusters Score -2868048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2868051.500000 Penalty: 4959.899414
	Iteration 28Q: 3 clusters Score -2868052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2868059.750000 Penalty: 4959.899414
	Iteration 29Q: 3 clusters Score -2868060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2868061.750000 Penalty: 4959.899414
	Iteration 30Q: 3 clusters Score -2868062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2868064.000000 Penalty: 4959.899414
	Iteration 31Q: 3 clusters Score -2868064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2868065.500000 Penalty: 4959.899414
	Iteration 32Q: 3 clusters Score -2868066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2868068.500000 Penalty: 4959.899414
	Iteration 33Q: 3 clusters Score -2868068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2868073.000000 Penalty: 4959.899414
	Iteration 34Q: 3 clusters Score -2868073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2868077.500000 Penalty: 4959.899414
	Iteration 35Q: 3 clusters Score -2868078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2868077.250000 Penalty: 4959.899414
	Iteration 36Q: 3 clusters Score -2868077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2868075.250000 Penalty: 4959.899414
	Iteration 37Q: 3 clusters Score -2868075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2868074.000000 Penalty: 4959.899414
	Iteration 38Q: 3 clusters Score -2868074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2868080.750000 Penalty: 4959.899414
	Iteration 39Q: 3 clusters Score -2868081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2868083.750000 Penalty: 4959.899414
	Iteration 40F: 3 clusters Score -2868084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2868088.500000 Penalty: 4959.899414
	Iteration 41Q: 3 clusters Score -2868088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2868091.500000 Penalty: 4959.899414
	Iteration 42Q: 3 clusters Score -2868092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2868083.750000 Penalty: 4959.899414
	Iteration 43Q: 3 clusters Score -2868084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2868083.500000 Penalty: 4959.899414
	Iteration 44Q: 3 clusters Score -2868084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2868081.750000 Penalty: 4959.899414
	Iteration 45Q: 3 clusters Score -2868082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2868088.750000 Penalty: 4959.899414
	Iteration 46Q: 3 clusters Score -2868089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2868088.750000 Penalty: 4959.899414
	Iteration 47Q: 3 clusters Score -2868089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2868084.750000 Penalty: 4959.899414
	Iteration 48Q: 3 clusters Score -2868085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2868088.750000 Penalty: 4959.899414
	Iteration 49Q: 3 clusters Score -2868089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2868087.750000 Penalty: 4959.899414
	Iteration 50Q: 3 clusters Score -2868088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2868088.250000 Penalty: 4959.899414
	Iteration 51Q: 3 clusters Score -2868088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2868087.250000 Penalty: 4959.899414
	Iteration 52Q: 3 clusters Score -2868087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2868087.250000 Penalty: 4959.899414
	Iteration 53F: 3 clusters Score -2868087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -1454516.375000 Penalty: 2313.396729
	Iteration 0F: 2 clusters Score -1454516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1446131.000000 Penalty: 4626.793457
	Iteration 0F: 3 clusters Score -1446131 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1448521.750000 Penalty: 4626.793457
	Iteration 1F: 3 clusters Score -1448522 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1449022.375000 Penalty: 4626.793457
	Iteration 2F: 3 clusters Score -1449022 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1449714.750000 Penalty: 4626.793457
	Iteration 3F: 3 clusters Score -1449715 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1450614.750000 Penalty: 4626.793457
	Iteration 4F: 3 clusters Score -1450615 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1451543.250000 Penalty: 4626.793457
	Iteration 5F: 3 clusters Score -1451543 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1452303.000000 Penalty: 4626.793457
	Iteration 6F: 3 clusters Score -1452303 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1452838.125000 Penalty: 4626.793457
	Iteration 7F: 3 clusters Score -1452838 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1453174.000000 Penalty: 4626.793457
	Iteration 8Q: 3 clusters Score -1453174 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1453357.500000 Penalty: 4626.793457
	Iteration 9Q: 3 clusters Score -1453358 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1453453.125000 Penalty: 4626.793457
	Iteration 10Q: 3 clusters Score -1453453 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1453507.750000 Penalty: 4626.793457
	Iteration 11Q: 3 clusters Score -1453508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1453548.625000 Penalty: 4626.793457
	Iteration 12Q: 3 clusters Score -1453549 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1453565.625000 Penalty: 4626.793457
	Iteration 13Q: 3 clusters Score -1453566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1453587.250000 Penalty: 4626.793457
	Iteration 14Q: 3 clusters Score -1453587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1453603.875000 Penalty: 4626.793457
	Iteration 15Q: 3 clusters Score -1453604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1453612.875000 Penalty: 4626.793457
	Iteration 16Q: 3 clusters Score -1453613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1453615.000000 Penalty: 4626.793457
	Iteration 17Q: 3 clusters Score -1453615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1453621.500000 Penalty: 4626.793457
	Iteration 18Q: 3 clusters Score -1453622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1453629.500000 Penalty: 4626.793457
	Iteration 19Q: 3 clusters Score -1453630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1453635.625000 Penalty: 4626.793457
	Iteration 20F: 3 clusters Score -1453636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1453637.875000 Penalty: 4626.793457
	Iteration 21Q: 3 clusters Score -1453638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1453642.875000 Penalty: 4626.793457
	Iteration 22Q: 3 clusters Score -1453643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1453647.875000 Penalty: 4626.793457
	Iteration 23Q: 3 clusters Score -1453648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1453654.750000 Penalty: 4626.793457
	Iteration 24Q: 3 clusters Score -1453655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1453661.375000 Penalty: 4626.793457
	Iteration 25Q: 3 clusters Score -1453661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1453667.625000 Penalty: 4626.793457
	Iteration 26Q: 3 clusters Score -1453668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1453672.375000 Penalty: 4626.793457
	Iteration 27Q: 3 clusters Score -1453672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1453677.500000 Penalty: 4626.793457
	Iteration 28Q: 3 clusters Score -1453678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1453682.875000 Penalty: 4626.793457
	Iteration 29Q: 3 clusters Score -1453683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1453684.875000 Penalty: 4626.793457
	Iteration 30Q: 3 clusters Score -1453685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1453683.875000 Penalty: 4626.793457
	Iteration 31Q: 3 clusters Score -1453684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1453692.625000 Penalty: 4626.793457
	Iteration 32Q: 3 clusters Score -1453693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1453695.625000 Penalty: 4626.793457
	Iteration 33Q: 3 clusters Score -1453696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1453698.500000 Penalty: 4626.793457
	Iteration 34Q: 3 clusters Score -1453698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1453704.875000 Penalty: 4626.793457
	Iteration 35Q: 3 clusters Score -1453705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1453707.500000 Penalty: 4626.793457
	Iteration 36Q: 3 clusters Score -1453708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1453711.000000 Penalty: 4626.793457
	Iteration 37Q: 3 clusters Score -1453711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1453720.250000 Penalty: 4626.793457
	Iteration 38Q: 3 clusters Score -1453720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1453719.125000 Penalty: 4626.793457
	Iteration 39Q: 3 clusters Score -1453719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1453724.000000 Penalty: 4626.793457
	Iteration 40F: 3 clusters Score -1453724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1453727.375000 Penalty: 4626.793457
	Iteration 41Q: 3 clusters Score -1453727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1453728.375000 Penalty: 4626.793457
	Iteration 42Q: 3 clusters Score -1453728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1453730.875000 Penalty: 4626.793457
	Iteration 43Q: 3 clusters Score -1453731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1453734.500000 Penalty: 4626.793457
	Iteration 44Q: 3 clusters Score -1453734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1453741.750000 Penalty: 4626.793457
	Iteration 45Q: 3 clusters Score -1453742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1453747.625000 Penalty: 4626.793457
	Iteration 46Q: 3 clusters Score -1453748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1453751.250000 Penalty: 4626.793457
	Iteration 47Q: 3 clusters Score -1453751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1453751.875000 Penalty: 4626.793457
	Iteration 48Q: 3 clusters Score -1453752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1453752.375000 Penalty: 4626.793457
	Iteration 49Q: 3 clusters Score -1453752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1453756.125000 Penalty: 4626.793457
	Iteration 50Q: 3 clusters Score -1453756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1453759.750000 Penalty: 4626.793457
	Iteration 51Q: 3 clusters Score -1453760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1453759.875000 Penalty: 4626.793457
	Iteration 52Q: 3 clusters Score -1453760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1453759.875000 Penalty: 4626.793457
	Iteration 53Q: 3 clusters Score -1453760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1453763.875000 Penalty: 4626.793457
	Iteration 54Q: 3 clusters Score -1453764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1453767.875000 Penalty: 4626.793457
	Iteration 55Q: 3 clusters Score -1453768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1453769.625000 Penalty: 4626.793457
	Iteration 56Q: 3 clusters Score -1453770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1453772.125000 Penalty: 4626.793457
	Iteration 57Q: 3 clusters Score -1453772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1453771.750000 Penalty: 4626.793457
	Iteration 58Q: 3 clusters Score -1453772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1453773.875000 Penalty: 4626.793457
	Iteration 59Q: 3 clusters Score -1453774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1453777.125000 Penalty: 4626.793457
	Iteration 60F: 3 clusters Score -1453777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1453773.250000 Penalty: 4626.793457
	Iteration 61Q: 3 clusters Score -1453773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1453775.125000 Penalty: 4626.793457
	Iteration 62Q: 3 clusters Score -1453775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1453773.750000 Penalty: 4626.793457
	Iteration 63Q: 3 clusters Score -1453774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1453773.875000 Penalty: 4626.793457
	Iteration 64Q: 3 clusters Score -1453774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1453775.625000 Penalty: 4626.793457
	Iteration 65Q: 3 clusters Score -1453776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1453775.500000 Penalty: 4626.793457
	Iteration 66Q: 3 clusters Score -1453776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1453775.500000 Penalty: 4626.793457
	Iteration 67F: 3 clusters Score -1453776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -73165.507812 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -73165.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71611.320312 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -71611.32 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72430.804688 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -72430.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73085.281250 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -73085.28 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74179.554688 Penalty: 3307.441162
	Iteration 3F: 3 clusters Score -74179.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75680.382812 Penalty: 3307.441162
	Iteration 4F: 3 clusters Score -75680.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76474.546875 Penalty: 3307.441162
	Iteration 5F: 3 clusters Score -76474.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76970.015625 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -76970.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77201.062500 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -77201.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77242.476562 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -77242.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77293.101562 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -77293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77309.125000 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -77309.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77334.648438 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -77334.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77356.453125 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -77356.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77368.804688 Penalty: 3307.441162
	Iteration 13F: 3 clusters Score -77368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77380.328125 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -77380.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77391.632812 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -77391.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77406.312500 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -77406.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77426.468750 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -77426.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77433.656250 Penalty: 3307.441162
	Iteration 18Q: 3 clusters Score -77433.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77449.093750 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -77449.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77470.289062 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -77470.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77505.773438 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -77505.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77562.843750 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -77562.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77595.398438 Penalty: 3307.441162
	Iteration 23Q: 3 clusters Score -77595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77606.304688 Penalty: 3307.441162
	Iteration 24Q: 3 clusters Score -77606.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77629.617188 Penalty: 3307.441162
	Iteration 25F: 3 clusters Score -77629.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77720.625000 Penalty: 3307.441162
	Iteration 26Q: 3 clusters Score -77720.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77736.164062 Penalty: 3307.441162
	Iteration 27Q: 3 clusters Score -77736.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77753.328125 Penalty: 3307.441162
	Iteration 28Q: 3 clusters Score -77753.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77771.671875 Penalty: 3307.441162
	Iteration 29Q: 3 clusters Score -77771.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77838.703125 Penalty: 3307.441162
	Iteration 30Q: 3 clusters Score -77838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77849.585938 Penalty: 3307.441162
	Iteration 31Q: 3 clusters Score -77849.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77849.585938 Penalty: 3307.441162
	Iteration 32F: 3 clusters Score -77849.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128646 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23620 members 
Mstep: Class 16 contains 71221 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 45957 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168986 members 
Mstep: Class 22 contains 164008 members 
Mstep: Class 23 contains 167947 members 
Mstep: Class 24 contains 44214 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 305 members 
Entering Unmasked Estep 
Score: -126427712.000000 Penalty: 92212.148438
Splitting cluster 10 changes total score from -126424880.000000 to -126427712.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (128646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128646 members 
Entering Unmasked Estep 
Score: -17478860.000000 Penalty: 2917.675293
	Iteration 0F: 2 clusters Score -1.747886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -17393916.000000 Penalty: 5835.350586
	Iteration 0F: 3 clusters Score -1.739392e+07 nChanged 61394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -17428774.000000 Penalty: 5835.350586
	Iteration 1F: 3 clusters Score -1.742877e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -17429692.000000 Penalty: 5835.350586
	Iteration 2Q: 3 clusters Score -1.742969e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -17430740.000000 Penalty: 5835.350586
	Iteration 3Q: 3 clusters Score -1.743074e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -17431984.000000 Penalty: 5835.350586
	Iteration 4Q: 3 clusters Score -1.743198e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -17433626.000000 Penalty: 5835.350586
	Iteration 5Q: 3 clusters Score -1.743363e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -17436094.000000 Penalty: 5835.350586
	Iteration 6Q: 3 clusters Score -1.743609e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -17440108.000000 Penalty: 5835.350586
	Iteration 7F: 3 clusters Score -1.744011e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -17446138.000000 Penalty: 5835.350586
	Iteration 8F: 3 clusters Score -1.744614e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -17454330.000000 Penalty: 5835.350586
	Iteration 9F: 3 clusters Score -1.745433e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -17463254.000000 Penalty: 5835.350586
	Iteration 10F: 3 clusters Score -1.746325e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -17469996.000000 Penalty: 5835.350586
	Iteration 11F: 3 clusters Score -1.747e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -17473560.000000 Penalty: 5835.350586
	Iteration 12Q: 3 clusters Score -1.747356e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 126916 members 
Entering Unmasked Estep 
Score: -17475064.000000 Penalty: 5835.350586
	Iteration 13Q: 3 clusters Score -1.747506e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -17475712.000000 Penalty: 5835.350586
	Iteration 14Q: 3 clusters Score -1.747571e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -17476004.000000 Penalty: 5835.350586
	Iteration 15Q: 3 clusters Score -1.7476e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -17476166.000000 Penalty: 5835.350586
	Iteration 16Q: 3 clusters Score -1.747617e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -17476218.000000 Penalty: 5835.350586
	Iteration 17Q: 3 clusters Score -1.747622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -17476270.000000 Penalty: 5835.350586
	Iteration 18Q: 3 clusters Score -1.747627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -17476276.000000 Penalty: 5835.350586
	Iteration 19Q: 3 clusters Score -1.747628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 128213 members 
Entering Unmasked Estep 
Score: -17476288.000000 Penalty: 5835.350586
	Iteration 20F: 3 clusters Score -1.747629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 128224 members 
Entering Unmasked Estep 
Score: -17476308.000000 Penalty: 5835.350586
	Iteration 21Q: 3 clusters Score -1.747631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -17476312.000000 Penalty: 5835.350586
	Iteration 22Q: 3 clusters Score -1.747631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 128238 members 
Entering Unmasked Estep 
Score: -17476326.000000 Penalty: 5835.350586
	Iteration 23Q: 3 clusters Score -1.747633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -17476328.000000 Penalty: 5835.350586
	Iteration 24Q: 3 clusters Score -1.747633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -17476334.000000 Penalty: 5835.350586
	Iteration 25Q: 3 clusters Score -1.747633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 128244 members 
Entering Unmasked Estep 
Score: -17476336.000000 Penalty: 5835.350586
	Iteration 26Q: 3 clusters Score -1.747634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -17476326.000000 Penalty: 5835.350586
	Iteration 27Q: 3 clusters Score -1.747633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -17476330.000000 Penalty: 5835.350586
	Iteration 28Q: 3 clusters Score -1.747633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 128239 members 
Entering Unmasked Estep 
Score: -17476328.000000 Penalty: 5835.350586
	Iteration 29Q: 3 clusters Score -1.747633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 128240 members 
Entering Unmasked Estep 
Score: -17476332.000000 Penalty: 5835.350586
	Iteration 30Q: 3 clusters Score -1.747633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -17476332.000000 Penalty: 5835.350586
	Iteration 31Q: 3 clusters Score -1.747633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -17476334.000000 Penalty: 5835.350586
	Iteration 32Q: 3 clusters Score -1.747633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -17476346.000000 Penalty: 5835.350586
	Iteration 33Q: 3 clusters Score -1.747635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -17476338.000000 Penalty: 5835.350586
	Iteration 34Q: 3 clusters Score -1.747634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -17476342.000000 Penalty: 5835.350586
	Iteration 35Q: 3 clusters Score -1.747634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 128244 members 
Entering Unmasked Estep 
Score: -17476344.000000 Penalty: 5835.350586
	Iteration 36Q: 3 clusters Score -1.747634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -17476346.000000 Penalty: 5835.350586
	Iteration 37Q: 3 clusters Score -1.747635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -17476346.000000 Penalty: 5835.350586
	Iteration 38F: 3 clusters Score -1.747635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Entering Unmasked Estep 
Score: -1487667.625000 Penalty: 2304.738770
	Iteration 0F: 2 clusters Score -1487668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1479473.375000 Penalty: 4609.477539
	Iteration 0F: 3 clusters Score -1479473 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1481811.000000 Penalty: 4609.477539
	Iteration 1F: 3 clusters Score -1481811 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1482103.250000 Penalty: 4609.477539
	Iteration 2F: 3 clusters Score -1482103 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1482325.625000 Penalty: 4609.477539
	Iteration 3F: 3 clusters Score -1482326 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1482495.375000 Penalty: 4609.477539
	Iteration 4Q: 3 clusters Score -1482495 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1482635.250000 Penalty: 4609.477539
	Iteration 5Q: 3 clusters Score -1482635 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1482738.125000 Penalty: 4609.477539
	Iteration 6Q: 3 clusters Score -1482738 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1482822.500000 Penalty: 4609.477539
	Iteration 7Q: 3 clusters Score -1482822 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1482893.125000 Penalty: 4609.477539
	Iteration 8Q: 3 clusters Score -1482893 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1482961.625000 Penalty: 4609.477539
	Iteration 9Q: 3 clusters Score -1482962 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1483028.875000 Penalty: 4609.477539
	Iteration 10Q: 3 clusters Score -1483029 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1483122.875000 Penalty: 4609.477539
	Iteration 11Q: 3 clusters Score -1483123 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1483245.875000 Penalty: 4609.477539
	Iteration 12Q: 3 clusters Score -1483246 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1483403.000000 Penalty: 4609.477539
	Iteration 13Q: 3 clusters Score -1483403 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1483598.250000 Penalty: 4609.477539
	Iteration 14Q: 3 clusters Score -1483598 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1483819.500000 Penalty: 4609.477539
	Iteration 15Q: 3 clusters Score -1483820 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1484030.250000 Penalty: 4609.477539
	Iteration 16Q: 3 clusters Score -1484030 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1484216.625000 Penalty: 4609.477539
	Iteration 17Q: 3 clusters Score -1484217 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1484359.625000 Penalty: 4609.477539
	Iteration 18Q: 3 clusters Score -1484360 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1484489.500000 Penalty: 4609.477539
	Iteration 19Q: 3 clusters Score -1484490 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1484617.750000 Penalty: 4609.477539
	Iteration 20F: 3 clusters Score -1484618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1484707.125000 Penalty: 4609.477539
	Iteration 21Q: 3 clusters Score -1484707 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1484773.000000 Penalty: 4609.477539
	Iteration 22Q: 3 clusters Score -1484773 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1484819.375000 Penalty: 4609.477539
	Iteration 23Q: 3 clusters Score -1484819 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1484854.875000 Penalty: 4609.477539
	Iteration 24Q: 3 clusters Score -1484855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1484887.250000 Penalty: 4609.477539
	Iteration 25Q: 3 clusters Score -1484887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1484907.875000 Penalty: 4609.477539
	Iteration 26Q: 3 clusters Score -1484908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1484928.250000 Penalty: 4609.477539
	Iteration 27Q: 3 clusters Score -1484928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1484944.250000 Penalty: 4609.477539
	Iteration 28Q: 3 clusters Score -1484944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1484958.375000 Penalty: 4609.477539
	Iteration 29Q: 3 clusters Score -1484958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1484971.500000 Penalty: 4609.477539
	Iteration 30Q: 3 clusters Score -1484972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1484978.750000 Penalty: 4609.477539
	Iteration 31Q: 3 clusters Score -1484979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1484987.250000 Penalty: 4609.477539
	Iteration 32Q: 3 clusters Score -1484987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1484990.625000 Penalty: 4609.477539
	Iteration 33Q: 3 clusters Score -1484991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1484995.875000 Penalty: 4609.477539
	Iteration 34Q: 3 clusters Score -1484996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1485004.500000 Penalty: 4609.477539
	Iteration 35Q: 3 clusters Score -1485004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1485012.750000 Penalty: 4609.477539
	Iteration 36Q: 3 clusters Score -1485013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1485020.500000 Penalty: 4609.477539
	Iteration 37Q: 3 clusters Score -1485020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1485029.375000 Penalty: 4609.477539
	Iteration 38Q: 3 clusters Score -1485029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1485035.375000 Penalty: 4609.477539
	Iteration 39Q: 3 clusters Score -1485035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1485041.125000 Penalty: 4609.477539
	Iteration 40F: 3 clusters Score -1485041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1485043.875000 Penalty: 4609.477539
	Iteration 41Q: 3 clusters Score -1485044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1485045.250000 Penalty: 4609.477539
	Iteration 42Q: 3 clusters Score -1485045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1485046.750000 Penalty: 4609.477539
	Iteration 43Q: 3 clusters Score -1485047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1485050.750000 Penalty: 4609.477539
	Iteration 44Q: 3 clusters Score -1485051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1485056.125000 Penalty: 4609.477539
	Iteration 45Q: 3 clusters Score -1485056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1485062.625000 Penalty: 4609.477539
	Iteration 46Q: 3 clusters Score -1485063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1485067.375000 Penalty: 4609.477539
	Iteration 47Q: 3 clusters Score -1485067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1485073.125000 Penalty: 4609.477539
	Iteration 48Q: 3 clusters Score -1485073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1485072.375000 Penalty: 4609.477539
	Iteration 49Q: 3 clusters Score -1485072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1485078.625000 Penalty: 4609.477539
	Iteration 50Q: 3 clusters Score -1485079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1485079.250000 Penalty: 4609.477539
	Iteration 51Q: 3 clusters Score -1485079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1485082.250000 Penalty: 4609.477539
	Iteration 52Q: 3 clusters Score -1485082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1485092.750000 Penalty: 4609.477539
	Iteration 53Q: 3 clusters Score -1485093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1485094.375000 Penalty: 4609.477539
	Iteration 54Q: 3 clusters Score -1485094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1485093.750000 Penalty: 4609.477539
	Iteration 55Q: 3 clusters Score -1485094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1485094.125000 Penalty: 4609.477539
	Iteration 56Q: 3 clusters Score -1485094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1485095.750000 Penalty: 4609.477539
	Iteration 57Q: 3 clusters Score -1485096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1485099.500000 Penalty: 4609.477539
	Iteration 58Q: 3 clusters Score -1485100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1485099.875000 Penalty: 4609.477539
	Iteration 59Q: 3 clusters Score -1485100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1485103.250000 Penalty: 4609.477539
	Iteration 60F: 3 clusters Score -1485103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1485104.250000 Penalty: 4609.477539
	Iteration 61Q: 3 clusters Score -1485104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1485111.000000 Penalty: 4609.477539
	Iteration 62Q: 3 clusters Score -1485111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1485111.875000 Penalty: 4609.477539
	Iteration 63Q: 3 clusters Score -1485112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1485111.500000 Penalty: 4609.477539
	Iteration 64Q: 3 clusters Score -1485112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1485118.500000 Penalty: 4609.477539
	Iteration 65Q: 3 clusters Score -1485118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1485118.125000 Penalty: 4609.477539
	Iteration 66Q: 3 clusters Score -1485118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1485122.000000 Penalty: 4609.477539
	Iteration 67Q: 3 clusters Score -1485122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1485121.375000 Penalty: 4609.477539
	Iteration 68Q: 3 clusters Score -1485121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1485125.000000 Penalty: 4609.477539
	Iteration 69Q: 3 clusters Score -1485125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1485129.000000 Penalty: 4609.477539
	Iteration 70Q: 3 clusters Score -1485129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1485128.125000 Penalty: 4609.477539
	Iteration 71Q: 3 clusters Score -1485128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1485127.750000 Penalty: 4609.477539
	Iteration 72Q: 3 clusters Score -1485128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1485134.250000 Penalty: 4609.477539
	Iteration 73Q: 3 clusters Score -1485134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1485134.000000 Penalty: 4609.477539
	Iteration 74Q: 3 clusters Score -1485134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1485139.750000 Penalty: 4609.477539
	Iteration 75Q: 3 clusters Score -1485140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1485144.375000 Penalty: 4609.477539
	Iteration 76Q: 3 clusters Score -1485144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1485147.000000 Penalty: 4609.477539
	Iteration 77Q: 3 clusters Score -1485147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1485149.500000 Penalty: 4609.477539
	Iteration 78Q: 3 clusters Score -1485150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1485158.000000 Penalty: 4609.477539
	Iteration 79Q: 3 clusters Score -1485158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1485164.625000 Penalty: 4609.477539
	Iteration 80F: 3 clusters Score -1485165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1485170.875000 Penalty: 4609.477539
	Iteration 81Q: 3 clusters Score -1485171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1485177.250000 Penalty: 4609.477539
	Iteration 82Q: 3 clusters Score -1485177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1485186.625000 Penalty: 4609.477539
	Iteration 83Q: 3 clusters Score -1485187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1485190.625000 Penalty: 4609.477539
	Iteration 84Q: 3 clusters Score -1485191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1485201.875000 Penalty: 4609.477539
	Iteration 85Q: 3 clusters Score -1485202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1485207.250000 Penalty: 4609.477539
	Iteration 86Q: 3 clusters Score -1485207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1485210.875000 Penalty: 4609.477539
	Iteration 87Q: 3 clusters Score -1485211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1485211.375000 Penalty: 4609.477539
	Iteration 88Q: 3 clusters Score -1485211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1485211.750000 Penalty: 4609.477539
	Iteration 89Q: 3 clusters Score -1485212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1485216.750000 Penalty: 4609.477539
	Iteration 90Q: 3 clusters Score -1485217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1485221.250000 Penalty: 4609.477539
	Iteration 91Q: 3 clusters Score -1485221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1485221.625000 Penalty: 4609.477539
	Iteration 92Q: 3 clusters Score -1485222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1485224.875000 Penalty: 4609.477539
	Iteration 93Q: 3 clusters Score -1485225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1485226.250000 Penalty: 4609.477539
	Iteration 94Q: 3 clusters Score -1485226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1485230.250000 Penalty: 4609.477539
	Iteration 95Q: 3 clusters Score -1485230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1485233.375000 Penalty: 4609.477539
	Iteration 96Q: 3 clusters Score -1485233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1485234.750000 Penalty: 4609.477539
	Iteration 97Q: 3 clusters Score -1485235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1485231.375000 Penalty: 4609.477539
	Iteration 98Q: 3 clusters Score -1485231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1485233.125000 Penalty: 4609.477539
	Iteration 99Q: 3 clusters Score -1485233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1485233.125000 Penalty: 4609.477539
	Iteration 100F: 3 clusters Score -1485233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -344028.000000 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -344028 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 1270 members 
Entering Unmasked Estep 
Score: -341045.968750 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -341046 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -341628.343750 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -341628.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -341756.250000 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -341756.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -341833.531250 Penalty: 3897.118652
	Iteration 3Q: 3 clusters Score -341833.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -341887.093750 Penalty: 3897.118652
	Iteration 4Q: 3 clusters Score -341887.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -341923.031250 Penalty: 3897.118652
	Iteration 5Q: 3 clusters Score -341923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -341942.062500 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -341942.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -341959.750000 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -341959.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -341973.281250 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -341973.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -341980.906250 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -341980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -341986.812500 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -341986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -341993.593750 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -341993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -341997.937500 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -341997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -342005.031250 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -342005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -342014.250000 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -342014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -342019.781250 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -342019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -342021.687500 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -342021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -342025.375000 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -342025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -342025.781250 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -342025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -342027.093750 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -342027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342028.062500 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -342028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -76256.765625 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -76256.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74600.460938 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -74600.46 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75062.687500 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -75062.69 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75450.375000 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -75450.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75723.476562 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -75723.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75862.156250 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -75862.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75923.546875 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -75923.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76014.265625 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -76014.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76086.578125 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -76086.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76109.601562 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -76109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76118.234375 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -76118.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76118.234375 Penalty: 3207.978516
	Iteration 10F: 3 clusters Score -76118.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Entering Unmasked Estep 
Score: -3245201.750000 Penalty: 2497.322510
	Iteration 0F: 2 clusters Score -3245202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3228785.250000 Penalty: 4994.645020
	Iteration 0F: 3 clusters Score -3228785 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3234459.250000 Penalty: 4994.645020
	Iteration 1F: 3 clusters Score -3234459 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3234807.000000 Penalty: 4994.645020
	Iteration 2Q: 3 clusters Score -3234807 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3235088.750000 Penalty: 4994.645020
	Iteration 3Q: 3 clusters Score -3235089 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3235349.000000 Penalty: 4994.645020
	Iteration 4Q: 3 clusters Score -3235349 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3235580.750000 Penalty: 4994.645020
	Iteration 5Q: 3 clusters Score -3235581 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3235842.000000 Penalty: 4994.645020
	Iteration 6Q: 3 clusters Score -3235842 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3236171.500000 Penalty: 4994.645020
	Iteration 7Q: 3 clusters Score -3236172 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3236590.500000 Penalty: 4994.645020
	Iteration 8Q: 3 clusters Score -3236590 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3237115.750000 Penalty: 4994.645020
	Iteration 9Q: 3 clusters Score -3237116 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3237751.000000 Penalty: 4994.645020
	Iteration 10Q: 3 clusters Score -3237751 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3238470.000000 Penalty: 4994.645020
	Iteration 11F: 3 clusters Score -3238470 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3239267.000000 Penalty: 4994.645020
	Iteration 12F: 3 clusters Score -3239267 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3240025.000000 Penalty: 4994.645020
	Iteration 13F: 3 clusters Score -3240025 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3240687.250000 Penalty: 4994.645020
	Iteration 14Q: 3 clusters Score -3240687 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3241082.750000 Penalty: 4994.645020
	Iteration 15Q: 3 clusters Score -3241083 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3241223.250000 Penalty: 4994.645020
	Iteration 16Q: 3 clusters Score -3241223 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3241284.250000 Penalty: 4994.645020
	Iteration 17Q: 3 clusters Score -3241284 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3241317.750000 Penalty: 4994.645020
	Iteration 18Q: 3 clusters Score -3241318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3241340.500000 Penalty: 4994.645020
	Iteration 19Q: 3 clusters Score -3241340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3241349.250000 Penalty: 4994.645020
	Iteration 20F: 3 clusters Score -3241349 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3241366.000000 Penalty: 4994.645020
	Iteration 21Q: 3 clusters Score -3241366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3241373.250000 Penalty: 4994.645020
	Iteration 22Q: 3 clusters Score -3241373 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3241372.000000 Penalty: 4994.645020
	Iteration 23Q: 3 clusters Score -3241372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3241372.000000 Penalty: 4994.645020
	Iteration 24Q: 3 clusters Score -3241372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3241372.750000 Penalty: 4994.645020
	Iteration 25Q: 3 clusters Score -3241373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3241374.250000 Penalty: 4994.645020
	Iteration 26Q: 3 clusters Score -3241374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3241371.000000 Penalty: 4994.645020
	Iteration 27Q: 3 clusters Score -3241371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3241376.750000 Penalty: 4994.645020
	Iteration 28Q: 3 clusters Score -3241377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3241384.750000 Penalty: 4994.645020
	Iteration 29Q: 3 clusters Score -3241385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3241387.000000 Penalty: 4994.645020
	Iteration 30Q: 3 clusters Score -3241387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3241388.000000 Penalty: 4994.645020
	Iteration 31Q: 3 clusters Score -3241388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3241385.500000 Penalty: 4994.645020
	Iteration 32Q: 3 clusters Score -3241386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3241387.500000 Penalty: 4994.645020
	Iteration 33Q: 3 clusters Score -3241388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3241393.500000 Penalty: 4994.645020
	Iteration 34Q: 3 clusters Score -3241394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3241389.500000 Penalty: 4994.645020
	Iteration 35Q: 3 clusters Score -3241390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3241389.000000 Penalty: 4994.645020
	Iteration 36Q: 3 clusters Score -3241389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3241385.250000 Penalty: 4994.645020
	Iteration 37Q: 3 clusters Score -3241385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3241393.750000 Penalty: 4994.645020
	Iteration 38Q: 3 clusters Score -3241394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3241391.250000 Penalty: 4994.645020
	Iteration 39Q: 3 clusters Score -3241391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3241398.500000 Penalty: 4994.645020
	Iteration 40F: 3 clusters Score -3241398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3241404.250000 Penalty: 4994.645020
	Iteration 41Q: 3 clusters Score -3241404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3241401.250000 Penalty: 4994.645020
	Iteration 42Q: 3 clusters Score -3241401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3241403.750000 Penalty: 4994.645020
	Iteration 43Q: 3 clusters Score -3241404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3241403.000000 Penalty: 4994.645020
	Iteration 44Q: 3 clusters Score -3241403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3241404.000000 Penalty: 4994.645020
	Iteration 45Q: 3 clusters Score -3241404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3241392.500000 Penalty: 4994.645020
	Iteration 46Q: 3 clusters Score -3241392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3241397.500000 Penalty: 4994.645020
	Iteration 47Q: 3 clusters Score -3241398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3241407.750000 Penalty: 4994.645020
	Iteration 48Q: 3 clusters Score -3241408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3241406.000000 Penalty: 4994.645020
	Iteration 49Q: 3 clusters Score -3241406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3241411.250000 Penalty: 4994.645020
	Iteration 50Q: 3 clusters Score -3241411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3241419.250000 Penalty: 4994.645020
	Iteration 51Q: 3 clusters Score -3241419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3241420.000000 Penalty: 4994.645020
	Iteration 52Q: 3 clusters Score -3241420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3241411.250000 Penalty: 4994.645020
	Iteration 53Q: 3 clusters Score -3241411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3241425.500000 Penalty: 4994.645020
	Iteration 54Q: 3 clusters Score -3241426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3241421.750000 Penalty: 4994.645020
	Iteration 55Q: 3 clusters Score -3241422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3241412.750000 Penalty: 4994.645020
	Iteration 56Q: 3 clusters Score -3241413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3241415.250000 Penalty: 4994.645020
	Iteration 57Q: 3 clusters Score -3241415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3241425.250000 Penalty: 4994.645020
	Iteration 58Q: 3 clusters Score -3241425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3241428.250000 Penalty: 4994.645020
	Iteration 59Q: 3 clusters Score -3241428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3241434.500000 Penalty: 4994.645020
	Iteration 60F: 3 clusters Score -3241434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3241443.750000 Penalty: 4994.645020
	Iteration 61Q: 3 clusters Score -3241444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3241448.500000 Penalty: 4994.645020
	Iteration 62Q: 3 clusters Score -3241448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3241450.250000 Penalty: 4994.645020
	Iteration 63Q: 3 clusters Score -3241450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3241449.750000 Penalty: 4994.645020
	Iteration 64Q: 3 clusters Score -3241450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3241454.500000 Penalty: 4994.645020
	Iteration 65Q: 3 clusters Score -3241454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3241459.500000 Penalty: 4994.645020
	Iteration 66Q: 3 clusters Score -3241460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3241451.000000 Penalty: 4994.645020
	Iteration 67Q: 3 clusters Score -3241451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3241450.750000 Penalty: 4994.645020
	Iteration 68Q: 3 clusters Score -3241451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3241457.500000 Penalty: 4994.645020
	Iteration 69Q: 3 clusters Score -3241458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3241458.500000 Penalty: 4994.645020
	Iteration 70Q: 3 clusters Score -3241458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3241458.750000 Penalty: 4994.645020
	Iteration 71Q: 3 clusters Score -3241459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3241467.000000 Penalty: 4994.645020
	Iteration 72Q: 3 clusters Score -3241467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3241479.750000 Penalty: 4994.645020
	Iteration 73Q: 3 clusters Score -3241480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3241477.500000 Penalty: 4994.645020
	Iteration 74Q: 3 clusters Score -3241478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3241474.250000 Penalty: 4994.645020
	Iteration 75Q: 3 clusters Score -3241474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3241477.250000 Penalty: 4994.645020
	Iteration 76Q: 3 clusters Score -3241477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3241476.500000 Penalty: 4994.645020
	Iteration 77Q: 3 clusters Score -3241476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3241476.000000 Penalty: 4994.645020
	Iteration 78Q: 3 clusters Score -3241476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3241478.500000 Penalty: 4994.645020
	Iteration 79Q: 3 clusters Score -3241478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3241478.250000 Penalty: 4994.645020
	Iteration 80F: 3 clusters Score -3241478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3241473.750000 Penalty: 4994.645020
	Iteration 81Q: 3 clusters Score -3241474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3241471.500000 Penalty: 4994.645020
	Iteration 82Q: 3 clusters Score -3241472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3241478.750000 Penalty: 4994.645020
	Iteration 83Q: 3 clusters Score -3241479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3241475.250000 Penalty: 4994.645020
	Iteration 84Q: 3 clusters Score -3241475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3241475.750000 Penalty: 4994.645020
	Iteration 85Q: 3 clusters Score -3241476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3241475.750000 Penalty: 4994.645020
	Iteration 86Q: 3 clusters Score -3241476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3241480.000000 Penalty: 4994.645020
	Iteration 87Q: 3 clusters Score -3241480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3241486.000000 Penalty: 4994.645020
	Iteration 88Q: 3 clusters Score -3241486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3241488.750000 Penalty: 4994.645020
	Iteration 89Q: 3 clusters Score -3241489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3241496.750000 Penalty: 4994.645020
	Iteration 90Q: 3 clusters Score -3241497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3241500.500000 Penalty: 4994.645020
	Iteration 91Q: 3 clusters Score -3241500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3241495.750000 Penalty: 4994.645020
	Iteration 92Q: 3 clusters Score -3241496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3241505.250000 Penalty: 4994.645020
	Iteration 93Q: 3 clusters Score -3241505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3241506.500000 Penalty: 4994.645020
	Iteration 94Q: 3 clusters Score -3241506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3241502.750000 Penalty: 4994.645020
	Iteration 95Q: 3 clusters Score -3241503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3241514.500000 Penalty: 4994.645020
	Iteration 96Q: 3 clusters Score -3241514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3241513.000000 Penalty: 4994.645020
	Iteration 97Q: 3 clusters Score -3241513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3241512.000000 Penalty: 4994.645020
	Iteration 98Q: 3 clusters Score -3241512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3241506.750000 Penalty: 4994.645020
	Iteration 99Q: 3 clusters Score -3241507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3241503.250000 Penalty: 4994.645020
	Iteration 100F: 3 clusters Score -3241503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3241504.500000 Penalty: 4994.645020
	Iteration 101Q: 3 clusters Score -3241504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3241503.250000 Penalty: 4994.645020
	Iteration 102Q: 3 clusters Score -3241503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3241503.750000 Penalty: 4994.645020
	Iteration 103Q: 3 clusters Score -3241504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3241505.750000 Penalty: 4994.645020
	Iteration 104Q: 3 clusters Score -3241506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3241504.500000 Penalty: 4994.645020
	Iteration 105Q: 3 clusters Score -3241504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3241504.250000 Penalty: 4994.645020
	Iteration 106Q: 3 clusters Score -3241504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3241497.750000 Penalty: 4994.645020
	Iteration 107Q: 3 clusters Score -3241498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3241502.500000 Penalty: 4994.645020
	Iteration 108Q: 3 clusters Score -3241502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3241504.000000 Penalty: 4994.645020
	Iteration 109Q: 3 clusters Score -3241504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3241503.750000 Penalty: 4994.645020
	Iteration 110Q: 3 clusters Score -3241504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3241507.250000 Penalty: 4994.645020
	Iteration 111Q: 3 clusters Score -3241507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3241507.250000 Penalty: 4994.645020
	Iteration 112Q: 3 clusters Score -3241507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3241510.750000 Penalty: 4994.645020
	Iteration 113Q: 3 clusters Score -3241511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3241515.750000 Penalty: 4994.645020
	Iteration 114Q: 3 clusters Score -3241516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3241515.750000 Penalty: 4994.645020
	Iteration 115Q: 3 clusters Score -3241516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3241518.000000 Penalty: 4994.645020
	Iteration 116Q: 3 clusters Score -3241518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3241518.000000 Penalty: 4994.645020
	Iteration 117F: 3 clusters Score -3241518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Entering Unmasked Estep 
Score: -9421657.000000 Penalty: 2771.038574
	Iteration 0F: 2 clusters Score -9421657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -9373954.000000 Penalty: 5542.077148
	Iteration 0F: 3 clusters Score -9373954 nChanged 33465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -9393047.000000 Penalty: 5542.077148
	Iteration 1F: 3 clusters Score -9393047 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -9394293.000000 Penalty: 5542.077148
	Iteration 2Q: 3 clusters Score -9394293 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -9395640.000000 Penalty: 5542.077148
	Iteration 3Q: 3 clusters Score -9395640 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -9397380.000000 Penalty: 5542.077148
	Iteration 4F: 3 clusters Score -9397380 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -9399479.000000 Penalty: 5542.077148
	Iteration 5F: 3 clusters Score -9399479 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9401765.000000 Penalty: 5542.077148
	Iteration 6F: 3 clusters Score -9401765 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -9403964.000000 Penalty: 5542.077148
	Iteration 7F: 3 clusters Score -9403964 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -9406097.000000 Penalty: 5542.077148
	Iteration 8F: 3 clusters Score -9406097 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -9408060.000000 Penalty: 5542.077148
	Iteration 9Q: 3 clusters Score -9408060 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -9410024.000000 Penalty: 5542.077148
	Iteration 10Q: 3 clusters Score -9410024 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -9411727.000000 Penalty: 5542.077148
	Iteration 11Q: 3 clusters Score -9411727 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -9413292.000000 Penalty: 5542.077148
	Iteration 12Q: 3 clusters Score -9413292 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -9414704.000000 Penalty: 5542.077148
	Iteration 13Q: 3 clusters Score -9414704 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -9415825.000000 Penalty: 5542.077148
	Iteration 14Q: 3 clusters Score -9415825 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -9416762.000000 Penalty: 5542.077148
	Iteration 15Q: 3 clusters Score -9416762 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -9417469.000000 Penalty: 5542.077148
	Iteration 16Q: 3 clusters Score -9417469 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -9417962.000000 Penalty: 5542.077148
	Iteration 17Q: 3 clusters Score -9417962 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -9418300.000000 Penalty: 5542.077148
	Iteration 18Q: 3 clusters Score -9418300 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -9418548.000000 Penalty: 5542.077148
	Iteration 19Q: 3 clusters Score -9418548 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -9418694.000000 Penalty: 5542.077148
	Iteration 20F: 3 clusters Score -9418694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -9418786.000000 Penalty: 5542.077148
	Iteration 21Q: 3 clusters Score -9418786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -9418880.000000 Penalty: 5542.077148
	Iteration 22Q: 3 clusters Score -9418880 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -9418933.000000 Penalty: 5542.077148
	Iteration 23Q: 3 clusters Score -9418933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -9419010.000000 Penalty: 5542.077148
	Iteration 24Q: 3 clusters Score -9419010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -9419052.000000 Penalty: 5542.077148
	Iteration 25Q: 3 clusters Score -9419052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -9419089.000000 Penalty: 5542.077148
	Iteration 26Q: 3 clusters Score -9419089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -9419121.000000 Penalty: 5542.077148
	Iteration 27Q: 3 clusters Score -9419121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -9419137.000000 Penalty: 5542.077148
	Iteration 28Q: 3 clusters Score -9419137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -9419150.000000 Penalty: 5542.077148
	Iteration 29Q: 3 clusters Score -9419150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -9419157.000000 Penalty: 5542.077148
	Iteration 30Q: 3 clusters Score -9419157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -9419170.000000 Penalty: 5542.077148
	Iteration 31Q: 3 clusters Score -9419170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -9419188.000000 Penalty: 5542.077148
	Iteration 32Q: 3 clusters Score -9419188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -9419200.000000 Penalty: 5542.077148
	Iteration 33Q: 3 clusters Score -9419200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -9419214.000000 Penalty: 5542.077148
	Iteration 34Q: 3 clusters Score -9419214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -9419217.000000 Penalty: 5542.077148
	Iteration 35Q: 3 clusters Score -9419217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -9419231.000000 Penalty: 5542.077148
	Iteration 36Q: 3 clusters Score -9419231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -9419234.000000 Penalty: 5542.077148
	Iteration 37Q: 3 clusters Score -9419234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -9419238.000000 Penalty: 5542.077148
	Iteration 38Q: 3 clusters Score -9419238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -9419243.000000 Penalty: 5542.077148
	Iteration 39Q: 3 clusters Score -9419243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -9419249.000000 Penalty: 5542.077148
	Iteration 40F: 3 clusters Score -9419249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -9419254.000000 Penalty: 5542.077148
	Iteration 41Q: 3 clusters Score -9419254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -9419248.000000 Penalty: 5542.077148
	Iteration 42Q: 3 clusters Score -9419248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -9419254.000000 Penalty: 5542.077148
	Iteration 43Q: 3 clusters Score -9419254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -9419252.000000 Penalty: 5542.077148
	Iteration 44Q: 3 clusters Score -9419252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -9419259.000000 Penalty: 5542.077148
	Iteration 45Q: 3 clusters Score -9419259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -9419257.000000 Penalty: 5542.077148
	Iteration 46Q: 3 clusters Score -9419257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -9419260.000000 Penalty: 5542.077148
	Iteration 47Q: 3 clusters Score -9419260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -9419267.000000 Penalty: 5542.077148
	Iteration 48Q: 3 clusters Score -9419267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -9419266.000000 Penalty: 5542.077148
	Iteration 49Q: 3 clusters Score -9419266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -9419271.000000 Penalty: 5542.077148
	Iteration 50Q: 3 clusters Score -9419271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -9419278.000000 Penalty: 5542.077148
	Iteration 51Q: 3 clusters Score -9419278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -9419273.000000 Penalty: 5542.077148
	Iteration 52Q: 3 clusters Score -9419273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -9419276.000000 Penalty: 5542.077148
	Iteration 53Q: 3 clusters Score -9419276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -9419282.000000 Penalty: 5542.077148
	Iteration 54Q: 3 clusters Score -9419282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -9419282.000000 Penalty: 5542.077148
	Iteration 55Q: 3 clusters Score -9419282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -9419283.000000 Penalty: 5542.077148
	Iteration 56Q: 3 clusters Score -9419283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -9419279.000000 Penalty: 5542.077148
	Iteration 57Q: 3 clusters Score -9419279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -9419276.000000 Penalty: 5542.077148
	Iteration 58Q: 3 clusters Score -9419276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -9419281.000000 Penalty: 5542.077148
	Iteration 59Q: 3 clusters Score -9419281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -9419280.000000 Penalty: 5542.077148
	Iteration 60F: 3 clusters Score -9419280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -474592.968750 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -474593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -471072.875000 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -471072.9 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -471817.656250 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -471817.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -471979.343750 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -471979.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -472072.312500 Penalty: 4032.655518
	Iteration 3Q: 3 clusters Score -472072.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -472128.625000 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -472128.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -472155.781250 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -472155.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -472171.218750 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -472171.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -472184.375000 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -472184.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -472192.000000 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -472192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -472198.406250 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -472198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -472203.406250 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -472203.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -472212.437500 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -472212.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -472221.312500 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -472221.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -472229.000000 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -472229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -472233.656250 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -472233.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -472239.750000 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -472239.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -472248.968750 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -472249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -472261.500000 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -472261.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -472270.656250 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -472270.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -472280.656250 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -472280.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -472291.343750 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -472291.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -472300.687500 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -472300.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -472309.312500 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -472309.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -472315.468750 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -472315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -472319.250000 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -472319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -472322.093750 Penalty: 4032.655518
	Iteration 25Q: 3 clusters Score -472322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -472325.781250 Penalty: 4032.655518
	Iteration 26Q: 3 clusters Score -472325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -472329.968750 Penalty: 4032.655518
	Iteration 27Q: 3 clusters Score -472330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -472331.375000 Penalty: 4032.655518
	Iteration 28Q: 3 clusters Score -472331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -472334.406250 Penalty: 4032.655518
	Iteration 29Q: 3 clusters Score -472334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -472337.187500 Penalty: 4032.655518
	Iteration 30Q: 3 clusters Score -472337.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -472339.906250 Penalty: 4032.655518
	Iteration 31Q: 3 clusters Score -472339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -472343.218750 Penalty: 4032.655518
	Iteration 32Q: 3 clusters Score -472343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -472344.156250 Penalty: 4032.655518
	Iteration 33Q: 3 clusters Score -472344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -472344.468750 Penalty: 4032.655518
	Iteration 34Q: 3 clusters Score -472344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -472344.468750 Penalty: 4032.655518
	Iteration 35F: 3 clusters Score -472344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1329719.875000 Penalty: 2314.869141
	Iteration 0F: 2 clusters Score -1329720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1321274.125000 Penalty: 4629.738281
	Iteration 0F: 3 clusters Score -1321274 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1323966.375000 Penalty: 4629.738281
	Iteration 1F: 3 clusters Score -1323966 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1324675.750000 Penalty: 4629.738281
	Iteration 2F: 3 clusters Score -1324676 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1325447.500000 Penalty: 4629.738281
	Iteration 3F: 3 clusters Score -1325448 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1326172.000000 Penalty: 4629.738281
	Iteration 4F: 3 clusters Score -1326172 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1326792.250000 Penalty: 4629.738281
	Iteration 5F: 3 clusters Score -1326792 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1327261.625000 Penalty: 4629.738281
	Iteration 6F: 3 clusters Score -1327262 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1327559.000000 Penalty: 4629.738281
	Iteration 7Q: 3 clusters Score -1327559 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1327736.750000 Penalty: 4629.738281
	Iteration 8Q: 3 clusters Score -1327737 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1327866.250000 Penalty: 4629.738281
	Iteration 9Q: 3 clusters Score -1327866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1327967.000000 Penalty: 4629.738281
	Iteration 10Q: 3 clusters Score -1327967 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1328074.250000 Penalty: 4629.738281
	Iteration 11Q: 3 clusters Score -1328074 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1328159.125000 Penalty: 4629.738281
	Iteration 12Q: 3 clusters Score -1328159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1328234.125000 Penalty: 4629.738281
	Iteration 13Q: 3 clusters Score -1328234 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1328312.875000 Penalty: 4629.738281
	Iteration 14Q: 3 clusters Score -1328313 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1328405.875000 Penalty: 4629.738281
	Iteration 15Q: 3 clusters Score -1328406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1328470.875000 Penalty: 4629.738281
	Iteration 16Q: 3 clusters Score -1328471 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1328541.000000 Penalty: 4629.738281
	Iteration 17Q: 3 clusters Score -1328541 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1328582.875000 Penalty: 4629.738281
	Iteration 18Q: 3 clusters Score -1328583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1328622.875000 Penalty: 4629.738281
	Iteration 19Q: 3 clusters Score -1328623 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1328667.250000 Penalty: 4629.738281
	Iteration 20F: 3 clusters Score -1328667 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1328703.750000 Penalty: 4629.738281
	Iteration 21Q: 3 clusters Score -1328704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1328746.375000 Penalty: 4629.738281
	Iteration 22Q: 3 clusters Score -1328746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1328795.500000 Penalty: 4629.738281
	Iteration 23Q: 3 clusters Score -1328796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1328862.625000 Penalty: 4629.738281
	Iteration 24Q: 3 clusters Score -1328863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1328930.125000 Penalty: 4629.738281
	Iteration 25Q: 3 clusters Score -1328930 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1329036.500000 Penalty: 4629.738281
	Iteration 26Q: 3 clusters Score -1329036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1329141.750000 Penalty: 4629.738281
	Iteration 27Q: 3 clusters Score -1329142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1329225.125000 Penalty: 4629.738281
	Iteration 28Q: 3 clusters Score -1329225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1329282.875000 Penalty: 4629.738281
	Iteration 29Q: 3 clusters Score -1329283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1329334.625000 Penalty: 4629.738281
	Iteration 30Q: 3 clusters Score -1329335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1329365.125000 Penalty: 4629.738281
	Iteration 31Q: 3 clusters Score -1329365 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1329401.500000 Penalty: 4629.738281
	Iteration 32Q: 3 clusters Score -1329402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1329421.750000 Penalty: 4629.738281
	Iteration 33Q: 3 clusters Score -1329422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1329440.000000 Penalty: 4629.738281
	Iteration 34Q: 3 clusters Score -1329440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1329445.500000 Penalty: 4629.738281
	Iteration 35Q: 3 clusters Score -1329446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1329460.250000 Penalty: 4629.738281
	Iteration 36Q: 3 clusters Score -1329460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1329463.750000 Penalty: 4629.738281
	Iteration 37Q: 3 clusters Score -1329464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1329466.375000 Penalty: 4629.738281
	Iteration 38Q: 3 clusters Score -1329466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1329470.500000 Penalty: 4629.738281
	Iteration 39Q: 3 clusters Score -1329470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1329529.125000 Penalty: 4629.738281
	Iteration 40F: 3 clusters Score -1329529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1329571.500000 Penalty: 4629.738281
	Iteration 41Q: 3 clusters Score -1329572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1329586.750000 Penalty: 4629.738281
	Iteration 42Q: 3 clusters Score -1329587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1329596.000000 Penalty: 4629.738281
	Iteration 43Q: 3 clusters Score -1329596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1329604.500000 Penalty: 4629.738281
	Iteration 44Q: 3 clusters Score -1329604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1329606.250000 Penalty: 4629.738281
	Iteration 45Q: 3 clusters Score -1329606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1329609.250000 Penalty: 4629.738281
	Iteration 46Q: 3 clusters Score -1329609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1329609.875000 Penalty: 4629.738281
	Iteration 47Q: 3 clusters Score -1329610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1329612.000000 Penalty: 4629.738281
	Iteration 48Q: 3 clusters Score -1329612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1329611.625000 Penalty: 4629.738281
	Iteration 49Q: 3 clusters Score -1329612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1329611.625000 Penalty: 4629.738281
	Iteration 50F: 3 clusters Score -1329612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Entering Unmasked Estep 
Score: -6272154.500000 Penalty: 2662.394287
	Iteration 0F: 2 clusters Score -6272154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6241191.000000 Penalty: 5324.788574
	Iteration 0F: 3 clusters Score -6241191 nChanged 21233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6253020.000000 Penalty: 5324.788574
	Iteration 1F: 3 clusters Score -6253020 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -6253777.000000 Penalty: 5324.788574
	Iteration 2Q: 3 clusters Score -6253777 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6254678.500000 Penalty: 5324.788574
	Iteration 3Q: 3 clusters Score -6254678 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -6256094.000000 Penalty: 5324.788574
	Iteration 4F: 3 clusters Score -6256094 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6257977.500000 Penalty: 5324.788574
	Iteration 5F: 3 clusters Score -6257978 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6260166.000000 Penalty: 5324.788574
	Iteration 6F: 3 clusters Score -6260166 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -6262692.000000 Penalty: 5324.788574
	Iteration 7F: 3 clusters Score -6262692 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -6265176.000000 Penalty: 5324.788574
	Iteration 8F: 3 clusters Score -6265176 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6267192.500000 Penalty: 5324.788574
	Iteration 9Q: 3 clusters Score -6267192 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6268418.000000 Penalty: 5324.788574
	Iteration 10Q: 3 clusters Score -6268418 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -6269065.000000 Penalty: 5324.788574
	Iteration 11Q: 3 clusters Score -6269065 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -6269380.000000 Penalty: 5324.788574
	Iteration 12Q: 3 clusters Score -6269380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6269549.000000 Penalty: 5324.788574
	Iteration 13Q: 3 clusters Score -6269549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6269646.500000 Penalty: 5324.788574
	Iteration 14Q: 3 clusters Score -6269646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6269713.000000 Penalty: 5324.788574
	Iteration 15Q: 3 clusters Score -6269713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -6269757.000000 Penalty: 5324.788574
	Iteration 16Q: 3 clusters Score -6269757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6269771.500000 Penalty: 5324.788574
	Iteration 17Q: 3 clusters Score -6269772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -6269801.000000 Penalty: 5324.788574
	Iteration 18Q: 3 clusters Score -6269801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6269809.500000 Penalty: 5324.788574
	Iteration 19Q: 3 clusters Score -6269810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -6269834.500000 Penalty: 5324.788574
	Iteration 20F: 3 clusters Score -6269834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6269843.500000 Penalty: 5324.788574
	Iteration 21Q: 3 clusters Score -6269844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -6269858.500000 Penalty: 5324.788574
	Iteration 22Q: 3 clusters Score -6269858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6269859.000000 Penalty: 5324.788574
	Iteration 23Q: 3 clusters Score -6269859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6269854.500000 Penalty: 5324.788574
	Iteration 24Q: 3 clusters Score -6269854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6269862.500000 Penalty: 5324.788574
	Iteration 25Q: 3 clusters Score -6269862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6269864.000000 Penalty: 5324.788574
	Iteration 26Q: 3 clusters Score -6269864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6269867.500000 Penalty: 5324.788574
	Iteration 27Q: 3 clusters Score -6269868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6269867.000000 Penalty: 5324.788574
	Iteration 28Q: 3 clusters Score -6269867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6269867.000000 Penalty: 5324.788574
	Iteration 29F: 3 clusters Score -6269867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -344985.031250 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -344985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -341993.125000 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -341993.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342504.125000 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -342504.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342641.312500 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -342641.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342742.750000 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -342742.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342795.750000 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -342795.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342829.593750 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -342829.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342852.812500 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -342852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342868.156250 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -342868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342877.406250 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -342877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -342886.593750 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -342886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342893.031250 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -342893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -342897.062500 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -342897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342902.281250 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -342902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -342906.218750 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -342906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342909.500000 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -342909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -342911.156250 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -342911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -342914.187500 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -342914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342916.218750 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -342916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342917.968750 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -342918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -342919.125000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -342919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -342919.781250 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -342919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Entering Unmasked Estep 
Score: -22827034.000000 Penalty: 2985.317627
	Iteration 0F: 2 clusters Score -2.282703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -22716436.000000 Penalty: 5970.635254
	Iteration 0F: 3 clusters Score -2.271644e+07 nChanged 81128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -22763454.000000 Penalty: 5970.635254
	Iteration 1F: 3 clusters Score -2.276345e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -22764298.000000 Penalty: 5970.635254
	Iteration 2Q: 3 clusters Score -2.27643e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -22765764.000000 Penalty: 5970.635254
	Iteration 3Q: 3 clusters Score -2.276576e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -22767812.000000 Penalty: 5970.635254
	Iteration 4Q: 3 clusters Score -2.276781e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -22771240.000000 Penalty: 5970.635254
	Iteration 5Q: 3 clusters Score -2.277124e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 105187 members 
Entering Unmasked Estep 
Score: -22776432.000000 Penalty: 5970.635254
	Iteration 6Q: 3 clusters Score -2.277643e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -22783488.000000 Penalty: 5970.635254
	Iteration 7F: 3 clusters Score -2.278349e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
Score: -22791962.000000 Penalty: 5970.635254
	Iteration 8F: 3 clusters Score -2.279196e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -22800462.000000 Penalty: 5970.635254
	Iteration 9F: 3 clusters Score -2.280046e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 135023 members 
Entering Unmasked Estep 
Score: -22806854.000000 Penalty: 5970.635254
	Iteration 10F: 3 clusters Score -2.280685e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 139884 members 
Entering Unmasked Estep 
Score: -22811186.000000 Penalty: 5970.635254
	Iteration 11Q: 3 clusters Score -2.281119e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -22814108.000000 Penalty: 5970.635254
	Iteration 12Q: 3 clusters Score -2.281411e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -22816344.000000 Penalty: 5970.635254
	Iteration 13Q: 3 clusters Score -2.281634e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 149802 members 
Entering Unmasked Estep 
Score: -22818040.000000 Penalty: 5970.635254
	Iteration 14Q: 3 clusters Score -2.281804e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -22819292.000000 Penalty: 5970.635254
	Iteration 15Q: 3 clusters Score -2.281929e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -22820246.000000 Penalty: 5970.635254
	Iteration 16Q: 3 clusters Score -2.282025e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -22821054.000000 Penalty: 5970.635254
	Iteration 17Q: 3 clusters Score -2.282105e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -22821652.000000 Penalty: 5970.635254
	Iteration 18Q: 3 clusters Score -2.282165e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 159159 members 
Entering Unmasked Estep 
Score: -22822242.000000 Penalty: 5970.635254
	Iteration 19Q: 3 clusters Score -2.282224e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -22822584.000000 Penalty: 5970.635254
	Iteration 20F: 3 clusters Score -2.282258e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 161214 members 
Entering Unmasked Estep 
Score: -22822934.000000 Penalty: 5970.635254
	Iteration 21Q: 3 clusters Score -2.282293e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -22823148.000000 Penalty: 5970.635254
	Iteration 22Q: 3 clusters Score -2.282315e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 162652 members 
Entering Unmasked Estep 
Score: -22823316.000000 Penalty: 5970.635254
	Iteration 23Q: 3 clusters Score -2.282332e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -22823490.000000 Penalty: 5970.635254
	Iteration 24Q: 3 clusters Score -2.282349e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 163713 members 
Entering Unmasked Estep 
Score: -22823598.000000 Penalty: 5970.635254
	Iteration 25Q: 3 clusters Score -2.28236e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -22823752.000000 Penalty: 5970.635254
	Iteration 26Q: 3 clusters Score -2.282375e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 164437 members 
Entering Unmasked Estep 
Score: -22823858.000000 Penalty: 5970.635254
	Iteration 27Q: 3 clusters Score -2.282386e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 164735 members 
Entering Unmasked Estep 
Score: -22823984.000000 Penalty: 5970.635254
	Iteration 28Q: 3 clusters Score -2.282398e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -22824102.000000 Penalty: 5970.635254
	Iteration 29Q: 3 clusters Score -2.28241e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -22824146.000000 Penalty: 5970.635254
	Iteration 30Q: 3 clusters Score -2.282415e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 165435 members 
Entering Unmasked Estep 
Score: -22824236.000000 Penalty: 5970.635254
	Iteration 31Q: 3 clusters Score -2.282424e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 165599 members 
Entering Unmasked Estep 
Score: -22824272.000000 Penalty: 5970.635254
	Iteration 32Q: 3 clusters Score -2.282427e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -22824296.000000 Penalty: 5970.635254
	Iteration 33Q: 3 clusters Score -2.28243e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -22824282.000000 Penalty: 5970.635254
	Iteration 34Q: 3 clusters Score -2.282428e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -22824348.000000 Penalty: 5970.635254
	Iteration 35Q: 3 clusters Score -2.282435e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 166027 members 
Entering Unmasked Estep 
Score: -22824358.000000 Penalty: 5970.635254
	Iteration 36Q: 3 clusters Score -2.282436e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 166121 members 
Entering Unmasked Estep 
Score: -22824372.000000 Penalty: 5970.635254
	Iteration 37Q: 3 clusters Score -2.282437e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 166201 members 
Entering Unmasked Estep 
Score: -22824406.000000 Penalty: 5970.635254
	Iteration 38Q: 3 clusters Score -2.282441e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -22824414.000000 Penalty: 5970.635254
	Iteration 39Q: 3 clusters Score -2.282441e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -22824458.000000 Penalty: 5970.635254
	Iteration 40F: 3 clusters Score -2.282446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 166361 members 
Entering Unmasked Estep 
Score: -22824464.000000 Penalty: 5970.635254
	Iteration 41Q: 3 clusters Score -2.282446e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -22824448.000000 Penalty: 5970.635254
	Iteration 42Q: 3 clusters Score -2.282445e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -22824458.000000 Penalty: 5970.635254
	Iteration 43Q: 3 clusters Score -2.282446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 166462 members 
Entering Unmasked Estep 
Score: -22824478.000000 Penalty: 5970.635254
	Iteration 44Q: 3 clusters Score -2.282448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -22824494.000000 Penalty: 5970.635254
	Iteration 45Q: 3 clusters Score -2.282449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 166516 members 
Entering Unmasked Estep 
Score: -22824510.000000 Penalty: 5970.635254
	Iteration 46Q: 3 clusters Score -2.282451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 166544 members 
Entering Unmasked Estep 
Score: -22824542.000000 Penalty: 5970.635254
	Iteration 47Q: 3 clusters Score -2.282454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -22824550.000000 Penalty: 5970.635254
	Iteration 48Q: 3 clusters Score -2.282455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 166582 members 
Entering Unmasked Estep 
Score: -22824568.000000 Penalty: 5970.635254
	Iteration 49Q: 3 clusters Score -2.282457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -22824586.000000 Penalty: 5970.635254
	Iteration 50Q: 3 clusters Score -2.282459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -22824572.000000 Penalty: 5970.635254
	Iteration 51Q: 3 clusters Score -2.282457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -22824578.000000 Penalty: 5970.635254
	Iteration 52Q: 3 clusters Score -2.282458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 166622 members 
Entering Unmasked Estep 
Score: -22824586.000000 Penalty: 5970.635254
	Iteration 53Q: 3 clusters Score -2.282459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -22824582.000000 Penalty: 5970.635254
	Iteration 54Q: 3 clusters Score -2.282458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22824590.000000 Penalty: 5970.635254
	Iteration 55Q: 3 clusters Score -2.282459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -22824610.000000 Penalty: 5970.635254
	Iteration 56Q: 3 clusters Score -2.282461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 166663 members 
Entering Unmasked Estep 
Score: -22824636.000000 Penalty: 5970.635254
	Iteration 57Q: 3 clusters Score -2.282464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -22824618.000000 Penalty: 5970.635254
	Iteration 58Q: 3 clusters Score -2.282462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -22824614.000000 Penalty: 5970.635254
	Iteration 59Q: 3 clusters Score -2.282461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -22824620.000000 Penalty: 5970.635254
	Iteration 60F: 3 clusters Score -2.282462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -22824612.000000 Penalty: 5970.635254
	Iteration 61Q: 3 clusters Score -2.282461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -22824594.000000 Penalty: 5970.635254
	Iteration 62Q: 3 clusters Score -2.282459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -22824588.000000 Penalty: 5970.635254
	Iteration 63Q: 3 clusters Score -2.282459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -22824606.000000 Penalty: 5970.635254
	Iteration 64Q: 3 clusters Score -2.282461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -22824620.000000 Penalty: 5970.635254
	Iteration 65Q: 3 clusters Score -2.282462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -22824598.000000 Penalty: 5970.635254
	Iteration 66Q: 3 clusters Score -2.28246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -22824592.000000 Penalty: 5970.635254
	Iteration 67Q: 3 clusters Score -2.282459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -22824600.000000 Penalty: 5970.635254
	Iteration 68Q: 3 clusters Score -2.28246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 166795 members 
Entering Unmasked Estep 
Score: -22824606.000000 Penalty: 5970.635254
	Iteration 69Q: 3 clusters Score -2.282461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -22824622.000000 Penalty: 5970.635254
	Iteration 70Q: 3 clusters Score -2.282462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -22824642.000000 Penalty: 5970.635254
	Iteration 71Q: 3 clusters Score -2.282464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 166818 members 
Entering Unmasked Estep 
Score: -22824644.000000 Penalty: 5970.635254
	Iteration 72Q: 3 clusters Score -2.282464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 166827 members 
Entering Unmasked Estep 
Score: -22824654.000000 Penalty: 5970.635254
	Iteration 73Q: 3 clusters Score -2.282465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 166832 members 
Entering Unmasked Estep 
Score: -22824634.000000 Penalty: 5970.635254
	Iteration 74Q: 3 clusters Score -2.282463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -22824640.000000 Penalty: 5970.635254
	Iteration 75Q: 3 clusters Score -2.282464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -22824636.000000 Penalty: 5970.635254
	Iteration 76Q: 3 clusters Score -2.282464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -22824636.000000 Penalty: 5970.635254
	Iteration 77Q: 3 clusters Score -2.282464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -22824638.000000 Penalty: 5970.635254
	Iteration 78Q: 3 clusters Score -2.282464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22824638.000000 Penalty: 5970.635254
	Iteration 79Q: 3 clusters Score -2.282464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -22824642.000000 Penalty: 5970.635254
	Iteration 80F: 3 clusters Score -2.282464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -22824650.000000 Penalty: 5970.635254
	Iteration 81Q: 3 clusters Score -2.282465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -22824636.000000 Penalty: 5970.635254
	Iteration 82Q: 3 clusters Score -2.282464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -22824640.000000 Penalty: 5970.635254
	Iteration 83Q: 3 clusters Score -2.282464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -22824642.000000 Penalty: 5970.635254
	Iteration 84Q: 3 clusters Score -2.282464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 166860 members 
Entering Unmasked Estep 
Score: -22824632.000000 Penalty: 5970.635254
	Iteration 85Q: 3 clusters Score -2.282463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -22824628.000000 Penalty: 5970.635254
	Iteration 86Q: 3 clusters Score -2.282463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -22824638.000000 Penalty: 5970.635254
	Iteration 87Q: 3 clusters Score -2.282464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22824638.000000 Penalty: 5970.635254
	Iteration 88Q: 3 clusters Score -2.282464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -22824616.000000 Penalty: 5970.635254
	Iteration 89Q: 3 clusters Score -2.282462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -22824630.000000 Penalty: 5970.635254
	Iteration 90Q: 3 clusters Score -2.282463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22824624.000000 Penalty: 5970.635254
	Iteration 91Q: 3 clusters Score -2.282462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22824624.000000 Penalty: 5970.635254
	Iteration 92F: 3 clusters Score -2.282462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Entering Unmasked Estep 
Score: -22217786.000000 Penalty: 2977.902344
	Iteration 0F: 2 clusters Score -2.221779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -22110000.000000 Penalty: 5955.804688
	Iteration 0F: 3 clusters Score -2.211e+07 nChanged 78441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -22155728.000000 Penalty: 5955.804688
	Iteration 1F: 3 clusters Score -2.215573e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -22156658.000000 Penalty: 5955.804688
	Iteration 2Q: 3 clusters Score -2.215666e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -22157872.000000 Penalty: 5955.804688
	Iteration 3Q: 3 clusters Score -2.215787e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -22159454.000000 Penalty: 5955.804688
	Iteration 4Q: 3 clusters Score -2.215945e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -22161668.000000 Penalty: 5955.804688
	Iteration 5Q: 3 clusters Score -2.216167e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -22165294.000000 Penalty: 5955.804688
	Iteration 6Q: 3 clusters Score -2.216529e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -22171378.000000 Penalty: 5955.804688
	Iteration 7F: 3 clusters Score -2.217138e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -22180244.000000 Penalty: 5955.804688
	Iteration 8F: 3 clusters Score -2.218024e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -22190872.000000 Penalty: 5955.804688
	Iteration 9F: 3 clusters Score -2.219087e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -22200472.000000 Penalty: 5955.804688
	Iteration 10F: 3 clusters Score -2.220047e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -22207086.000000 Penalty: 5955.804688
	Iteration 11Q: 3 clusters Score -2.220709e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -22210756.000000 Penalty: 5955.804688
	Iteration 12Q: 3 clusters Score -2.221076e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -22212594.000000 Penalty: 5955.804688
	Iteration 13Q: 3 clusters Score -2.221259e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160930 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22213708.000000 Penalty: 5955.804688
	Iteration 14Q: 3 clusters Score -2.221371e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22214228.000000 Penalty: 5955.804688
	Iteration 15Q: 3 clusters Score -2.221423e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162506 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22214620.000000 Penalty: 5955.804688
	Iteration 16Q: 3 clusters Score -2.221462e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162853 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22214858.000000 Penalty: 5955.804688
	Iteration 17Q: 3 clusters Score -2.221486e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22214894.000000 Penalty: 5955.804688
	Iteration 18Q: 3 clusters Score -2.221489e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22214966.000000 Penalty: 5955.804688
	Iteration 19Q: 3 clusters Score -2.221497e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22215046.000000 Penalty: 5955.804688
	Iteration 20F: 3 clusters Score -2.221505e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -22215092.000000 Penalty: 5955.804688
	Iteration 21Q: 3 clusters Score -2.221509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22215140.000000 Penalty: 5955.804688
	Iteration 22Q: 3 clusters Score -2.221514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -22215176.000000 Penalty: 5955.804688
	Iteration 23Q: 3 clusters Score -2.221518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22215182.000000 Penalty: 5955.804688
	Iteration 24Q: 3 clusters Score -2.221518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22215204.000000 Penalty: 5955.804688
	Iteration 25Q: 3 clusters Score -2.22152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163408 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -22215228.000000 Penalty: 5955.804688
	Iteration 26Q: 3 clusters Score -2.221523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22215224.000000 Penalty: 5955.804688
	Iteration 27Q: 3 clusters Score -2.221522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22215216.000000 Penalty: 5955.804688
	Iteration 28Q: 3 clusters Score -2.221522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22215234.000000 Penalty: 5955.804688
	Iteration 29Q: 3 clusters Score -2.221523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22215240.000000 Penalty: 5955.804688
	Iteration 30Q: 3 clusters Score -2.221524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163443 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -22215246.000000 Penalty: 5955.804688
	Iteration 31Q: 3 clusters Score -2.221525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22215260.000000 Penalty: 5955.804688
	Iteration 32Q: 3 clusters Score -2.221526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22215260.000000 Penalty: 5955.804688
	Iteration 33Q: 3 clusters Score -2.221526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22215262.000000 Penalty: 5955.804688
	Iteration 34Q: 3 clusters Score -2.221526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22215248.000000 Penalty: 5955.804688
	Iteration 35Q: 3 clusters Score -2.221525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22215248.000000 Penalty: 5955.804688
	Iteration 36F: 3 clusters Score -2.221525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (167947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Entering Unmasked Estep 
Score: -22735770.000000 Penalty: 2983.788086
	Iteration 0F: 2 clusters Score -2.273577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -22627138.000000 Penalty: 5967.576172
	Iteration 0F: 3 clusters Score -2.262714e+07 nChanged 80446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -22674392.000000 Penalty: 5967.576172
	Iteration 1F: 3 clusters Score -2.267439e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -22675750.000000 Penalty: 5967.576172
	Iteration 2Q: 3 clusters Score -2.267575e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -22677740.000000 Penalty: 5967.576172
	Iteration 3Q: 3 clusters Score -2.267774e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -22680564.000000 Penalty: 5967.576172
	Iteration 4Q: 3 clusters Score -2.268056e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -22684752.000000 Penalty: 5967.576172
	Iteration 5Q: 3 clusters Score -2.268475e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -22690852.000000 Penalty: 5967.576172
	Iteration 6F: 3 clusters Score -2.269085e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -22698886.000000 Penalty: 5967.576172
	Iteration 7F: 3 clusters Score -2.269889e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -22706482.000000 Penalty: 5967.576172
	Iteration 8F: 3 clusters Score -2.270648e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -22711694.000000 Penalty: 5967.576172
	Iteration 9F: 3 clusters Score -2.271169e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -22714566.000000 Penalty: 5967.576172
	Iteration 10Q: 3 clusters Score -2.271457e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -22716032.000000 Penalty: 5967.576172
	Iteration 11Q: 3 clusters Score -2.271603e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -22716840.000000 Penalty: 5967.576172
	Iteration 12Q: 3 clusters Score -2.271684e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -22717430.000000 Penalty: 5967.576172
	Iteration 13Q: 3 clusters Score -2.271743e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127193 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -22718136.000000 Penalty: 5967.576172
	Iteration 14Q: 3 clusters Score -2.271814e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129472 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -22719042.000000 Penalty: 5967.576172
	Iteration 15Q: 3 clusters Score -2.271904e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -22719930.000000 Penalty: 5967.576172
	Iteration 16Q: 3 clusters Score -2.271993e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134146 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -22720950.000000 Penalty: 5967.576172
	Iteration 17Q: 3 clusters Score -2.272095e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136379 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -22721986.000000 Penalty: 5967.576172
	Iteration 18Q: 3 clusters Score -2.272199e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138587 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -22723248.000000 Penalty: 5967.576172
	Iteration 19Q: 3 clusters Score -2.272325e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140626 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -22724460.000000 Penalty: 5967.576172
	Iteration 20F: 3 clusters Score -2.272446e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -22725518.000000 Penalty: 5967.576172
	Iteration 21Q: 3 clusters Score -2.272552e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144262 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -22726532.000000 Penalty: 5967.576172
	Iteration 22Q: 3 clusters Score -2.272653e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -22727340.000000 Penalty: 5967.576172
	Iteration 23Q: 3 clusters Score -2.272734e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -22728026.000000 Penalty: 5967.576172
	Iteration 24Q: 3 clusters Score -2.272803e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -22728524.000000 Penalty: 5967.576172
	Iteration 25Q: 3 clusters Score -2.272852e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -22728878.000000 Penalty: 5967.576172
	Iteration 26Q: 3 clusters Score -2.272888e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -22729202.000000 Penalty: 5967.576172
	Iteration 27Q: 3 clusters Score -2.27292e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -22729506.000000 Penalty: 5967.576172
	Iteration 28Q: 3 clusters Score -2.272951e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151871 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -22729658.000000 Penalty: 5967.576172
	Iteration 29Q: 3 clusters Score -2.272966e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152605 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -22729868.000000 Penalty: 5967.576172
	Iteration 30Q: 3 clusters Score -2.272987e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -22730112.000000 Penalty: 5967.576172
	Iteration 31Q: 3 clusters Score -2.273011e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -22730182.000000 Penalty: 5967.576172
	Iteration 32Q: 3 clusters Score -2.273018e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -22730354.000000 Penalty: 5967.576172
	Iteration 33Q: 3 clusters Score -2.273035e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -22730582.000000 Penalty: 5967.576172
	Iteration 34Q: 3 clusters Score -2.273058e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155646 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -22730746.000000 Penalty: 5967.576172
	Iteration 35Q: 3 clusters Score -2.273075e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -22730956.000000 Penalty: 5967.576172
	Iteration 36Q: 3 clusters Score -2.273096e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -22731174.000000 Penalty: 5967.576172
	Iteration 37Q: 3 clusters Score -2.273117e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -22731330.000000 Penalty: 5967.576172
	Iteration 38Q: 3 clusters Score -2.273133e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -22731476.000000 Penalty: 5967.576172
	Iteration 39Q: 3 clusters Score -2.273148e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -22731528.000000 Penalty: 5967.576172
	Iteration 40F: 3 clusters Score -2.273153e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -22731668.000000 Penalty: 5967.576172
	Iteration 41Q: 3 clusters Score -2.273167e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -22731794.000000 Penalty: 5967.576172
	Iteration 42Q: 3 clusters Score -2.273179e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -22731890.000000 Penalty: 5967.576172
	Iteration 43Q: 3 clusters Score -2.273189e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -22731930.000000 Penalty: 5967.576172
	Iteration 44Q: 3 clusters Score -2.273193e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160494 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -22732066.000000 Penalty: 5967.576172
	Iteration 45Q: 3 clusters Score -2.273207e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160819 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -22732154.000000 Penalty: 5967.576172
	Iteration 46Q: 3 clusters Score -2.273215e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -22732202.000000 Penalty: 5967.576172
	Iteration 47Q: 3 clusters Score -2.27322e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -22732318.000000 Penalty: 5967.576172
	Iteration 48Q: 3 clusters Score -2.273232e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161658 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -22732404.000000 Penalty: 5967.576172
	Iteration 49Q: 3 clusters Score -2.27324e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161915 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -22732456.000000 Penalty: 5967.576172
	Iteration 50Q: 3 clusters Score -2.273246e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162159 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -22732538.000000 Penalty: 5967.576172
	Iteration 51Q: 3 clusters Score -2.273254e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -22732588.000000 Penalty: 5967.576172
	Iteration 52Q: 3 clusters Score -2.273259e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -22732630.000000 Penalty: 5967.576172
	Iteration 53Q: 3 clusters Score -2.273263e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162740 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -22732708.000000 Penalty: 5967.576172
	Iteration 54Q: 3 clusters Score -2.273271e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162881 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -22732736.000000 Penalty: 5967.576172
	Iteration 55Q: 3 clusters Score -2.273274e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -22732800.000000 Penalty: 5967.576172
	Iteration 56Q: 3 clusters Score -2.27328e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163156 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -22732810.000000 Penalty: 5967.576172
	Iteration 57Q: 3 clusters Score -2.273281e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163284 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -22732844.000000 Penalty: 5967.576172
	Iteration 58Q: 3 clusters Score -2.273284e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163431 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -22732860.000000 Penalty: 5967.576172
	Iteration 59Q: 3 clusters Score -2.273286e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -22732890.000000 Penalty: 5967.576172
	Iteration 60F: 3 clusters Score -2.273289e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163660 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -22732904.000000 Penalty: 5967.576172
	Iteration 61Q: 3 clusters Score -2.27329e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -22732932.000000 Penalty: 5967.576172
	Iteration 62Q: 3 clusters Score -2.273293e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -22732958.000000 Penalty: 5967.576172
	Iteration 63Q: 3 clusters Score -2.273296e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -22732970.000000 Penalty: 5967.576172
	Iteration 64Q: 3 clusters Score -2.273297e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -22732988.000000 Penalty: 5967.576172
	Iteration 65Q: 3 clusters Score -2.273299e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -22732978.000000 Penalty: 5967.576172
	Iteration 66Q: 3 clusters Score -2.273298e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22732960.000000 Penalty: 5967.576172
	Iteration 67Q: 3 clusters Score -2.273296e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -22732970.000000 Penalty: 5967.576172
	Iteration 68Q: 3 clusters Score -2.273297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164144 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -22732990.000000 Penalty: 5967.576172
	Iteration 69Q: 3 clusters Score -2.273299e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -22732998.000000 Penalty: 5967.576172
	Iteration 70Q: 3 clusters Score -2.2733e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -22733002.000000 Penalty: 5967.576172
	Iteration 71Q: 3 clusters Score -2.2733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164270 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -22733014.000000 Penalty: 5967.576172
	Iteration 72Q: 3 clusters Score -2.273301e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164305 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -22733012.000000 Penalty: 5967.576172
	Iteration 73Q: 3 clusters Score -2.273301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -22733042.000000 Penalty: 5967.576172
	Iteration 74Q: 3 clusters Score -2.273304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164347 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -22733048.000000 Penalty: 5967.576172
	Iteration 75Q: 3 clusters Score -2.273305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22733034.000000 Penalty: 5967.576172
	Iteration 76Q: 3 clusters Score -2.273303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -22733054.000000 Penalty: 5967.576172
	Iteration 77Q: 3 clusters Score -2.273305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -22733050.000000 Penalty: 5967.576172
	Iteration 78Q: 3 clusters Score -2.273305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22733058.000000 Penalty: 5967.576172
	Iteration 79Q: 3 clusters Score -2.273306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22733076.000000 Penalty: 5967.576172
	Iteration 80F: 3 clusters Score -2.273308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22733068.000000 Penalty: 5967.576172
	Iteration 81Q: 3 clusters Score -2.273307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22733070.000000 Penalty: 5967.576172
	Iteration 82Q: 3 clusters Score -2.273307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22733070.000000 Penalty: 5967.576172
	Iteration 83F: 3 clusters Score -2.273307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Entering Unmasked Estep 
Score: -6019574.000000 Penalty: 2652.805420
	Iteration 0F: 2 clusters Score -6019574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5989506.500000 Penalty: 5305.610840
	Iteration 0F: 3 clusters Score -5989506 nChanged 20362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6000896.500000 Penalty: 5305.610840
	Iteration 1F: 3 clusters Score -6000896 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6001577.500000 Penalty: 5305.610840
	Iteration 2Q: 3 clusters Score -6001578 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -6002303.000000 Penalty: 5305.610840
	Iteration 3Q: 3 clusters Score -6002303 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -6003289.500000 Penalty: 5305.610840
	Iteration 4F: 3 clusters Score -6003290 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -6004912.500000 Penalty: 5305.610840
	Iteration 5F: 3 clusters Score -6004912 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6007321.000000 Penalty: 5305.610840
	Iteration 6F: 3 clusters Score -6007321 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -6010417.500000 Penalty: 5305.610840
	Iteration 7F: 3 clusters Score -6010418 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -6013612.000000 Penalty: 5305.610840
	Iteration 8F: 3 clusters Score -6013612 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6015808.500000 Penalty: 5305.610840
	Iteration 9F: 3 clusters Score -6015808 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6016877.500000 Penalty: 5305.610840
	Iteration 10Q: 3 clusters Score -6016878 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6017303.500000 Penalty: 5305.610840
	Iteration 11Q: 3 clusters Score -6017304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -6017488.000000 Penalty: 5305.610840
	Iteration 12Q: 3 clusters Score -6017488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -6017575.500000 Penalty: 5305.610840
	Iteration 13Q: 3 clusters Score -6017576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6017630.500000 Penalty: 5305.610840
	Iteration 14Q: 3 clusters Score -6017630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -6017657.500000 Penalty: 5305.610840
	Iteration 15Q: 3 clusters Score -6017658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -6017672.500000 Penalty: 5305.610840
	Iteration 16Q: 3 clusters Score -6017672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6017686.000000 Penalty: 5305.610840
	Iteration 17Q: 3 clusters Score -6017686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -6017696.500000 Penalty: 5305.610840
	Iteration 18Q: 3 clusters Score -6017696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -6017692.000000 Penalty: 5305.610840
	Iteration 19Q: 3 clusters Score -6017692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -6017703.000000 Penalty: 5305.610840
	Iteration 20F: 3 clusters Score -6017703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6017702.500000 Penalty: 5305.610840
	Iteration 21Q: 3 clusters Score -6017702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6017702.500000 Penalty: 5305.610840
	Iteration 22F: 3 clusters Score -6017702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.087891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.09 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 119 members 
Entering Unmasked Estep 
Score: -21749.255859 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21749.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21917.847656 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21917.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21964.671875 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21964.67 nChanged 5
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: -22014.121094 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -22014.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22025.578125 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -22025.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22084.464844 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -22084.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22096.847656 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -22096.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22096.847656 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -22096.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -73439.773438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -73439.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72043.507812 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -72043.51 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72971.882812 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -72971.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -73568.437500 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -73568.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -74004.500000 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -74004.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -74295.515625 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -74295.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -74396.234375 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -74396.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -74461.835938 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -74461.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -74494.484375 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -74494.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -74502.023438 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -74502.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -74502.023438 Penalty: 3216.379150
	Iteration 9F: 3 clusters Score -74502.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128646 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23620 members 
Mstep: Class 16 contains 71221 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 45957 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168986 members 
Mstep: Class 22 contains 164008 members 
Mstep: Class 23 contains 167947 members 
Mstep: Class 24 contains 44214 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
Score: -126426952.000000 Penalty: 95627.414062
Splitting cluster 26 changes total score from -126424880.000000 to -126426952.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128646 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 23620 members 
Mstep: Class 16 contains 71221 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 45957 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168986 members 
Mstep: Class 22 contains 164008 members 
Mstep: Class 23 contains 167947 members 
Mstep: Class 24 contains 44214 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427024.000000 Penalty: 95627.414062
Iteration 119Q: 29 clusters Score -1.26427e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 20595 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 22001 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128589 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 71234 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 11312 members 
Mstep: Class 19 contains 45953 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168971 members 
Mstep: Class 22 contains 164008 members 
Mstep: Class 23 contains 167985 members 
Mstep: Class 24 contains 44233 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427248.000000 Penalty: 95627.414062
Iteration 120F: 29 clusters Score -1.264272e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 20597 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18735 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21984 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128533 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 23611 members 
Mstep: Class 16 contains 71258 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 11242 members 
Mstep: Class 19 contains 45949 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168961 members 
Mstep: Class 22 contains 163990 members 
Mstep: Class 23 contains 168005 members 
Mstep: Class 24 contains 44259 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 27 contains 373 members 
Mstep: Class 28 contains 101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427720.000000 Penalty: 95627.414062
Iteration 121Q: 29 clusters Score -1.264277e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 20590 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18753 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21958 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128501 members 
Mstep: Class 12 contains 10949 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 23609 members 
Mstep: Class 16 contains 71277 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 45953 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168913 members 
Mstep: Class 22 contains 164007 members 
Mstep: Class 23 contains 168021 members 
Mstep: Class 24 contains 44284 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 416 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428008.000000 Penalty: 95627.414062
Iteration 122Q: 29 clusters Score -1.26428e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 20574 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18762 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21924 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128497 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 23598 members 
Mstep: Class 16 contains 71299 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 19 contains 45966 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168864 members 
Mstep: Class 22 contains 163985 members 
Mstep: Class 23 contains 168033 members 
Mstep: Class 24 contains 44316 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428264.000000 Penalty: 95627.414062
Iteration 123Q: 29 clusters Score -1.264283e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18775 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21902 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128484 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 23584 members 
Mstep: Class 16 contains 71325 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 11228 members 
Mstep: Class 19 contains 45974 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168823 members 
Mstep: Class 22 contains 163981 members 
Mstep: Class 23 contains 168026 members 
Mstep: Class 24 contains 44352 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428208.000000 Penalty: 95627.414062
Iteration 124Q: 29 clusters Score -1.264282e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 20561 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18782 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21883 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128474 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 23573 members 
Mstep: Class 16 contains 71340 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 11242 members 
Mstep: Class 19 contains 45980 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168809 members 
Mstep: Class 22 contains 163952 members 
Mstep: Class 23 contains 168029 members 
Mstep: Class 24 contains 44384 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428368.000000 Penalty: 95627.414062
Iteration 125Q: 29 clusters Score -1.264284e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128466 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 23574 members 
Mstep: Class 16 contains 71349 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 11253 members 
Mstep: Class 19 contains 45979 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168795 members 
Mstep: Class 22 contains 163906 members 
Mstep: Class 23 contains 168038 members 
Mstep: Class 24 contains 44413 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 603 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428272.000000 Penalty: 95627.414062
Iteration 126Q: 29 clusters Score -1.264283e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21871 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128430 members 
Mstep: Class 12 contains 11022 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 23575 members 
Mstep: Class 16 contains 71354 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 45981 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168792 members 
Mstep: Class 22 contains 163860 members 
Mstep: Class 23 contains 168064 members 
Mstep: Class 24 contains 44438 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428328.000000 Penalty: 95627.414062
Iteration 127Q: 29 clusters Score -1.264283e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18783 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128415 members 
Mstep: Class 12 contains 11033 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 71354 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 11266 members 
Mstep: Class 19 contains 45989 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168780 members 
Mstep: Class 22 contains 163848 members 
Mstep: Class 23 contains 168070 members 
Mstep: Class 24 contains 44462 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428384.000000 Penalty: 95627.414062
Iteration 128Q: 29 clusters Score -1.264284e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18783 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128408 members 
Mstep: Class 12 contains 11043 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 23561 members 
Mstep: Class 16 contains 71370 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 11269 members 
Mstep: Class 19 contains 45989 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168787 members 
Mstep: Class 22 contains 163811 members 
Mstep: Class 23 contains 168067 members 
Mstep: Class 24 contains 44481 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428616.000000 Penalty: 95627.414062
Iteration 129Q: 29 clusters Score -1.264286e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21855 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128404 members 
Mstep: Class 12 contains 11055 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 71381 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 45997 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168772 members 
Mstep: Class 22 contains 163767 members 
Mstep: Class 23 contains 168070 members 
Mstep: Class 24 contains 44504 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428512.000000 Penalty: 95627.414062
Iteration 130Q: 29 clusters Score -1.264285e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18782 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21846 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128371 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 23577 members 
Mstep: Class 16 contains 71404 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 46011 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168746 members 
Mstep: Class 22 contains 163724 members 
Mstep: Class 23 contains 168071 members 
Mstep: Class 24 contains 44533 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 636 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428464.000000 Penalty: 95627.414062
Iteration 131Q: 29 clusters Score -1.264285e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21838 members 
Mstep: Class 9 contains 11206 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128348 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 23583 members 
Mstep: Class 16 contains 71419 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46015 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168750 members 
Mstep: Class 22 contains 163675 members 
Mstep: Class 23 contains 168086 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428392.000000 Penalty: 95627.414062
Iteration 132Q: 29 clusters Score -1.264284e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18782 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21829 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128308 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 556 members 
Mstep: Class 15 contains 23585 members 
Mstep: Class 16 contains 71442 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46027 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168725 members 
Mstep: Class 22 contains 163631 members 
Mstep: Class 23 contains 168120 members 
Mstep: Class 24 contains 44575 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428408.000000 Penalty: 95627.414062
Iteration 133Q: 29 clusters Score -1.264284e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21819 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128285 members 
Mstep: Class 12 contains 11127 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 71471 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 46035 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168736 members 
Mstep: Class 22 contains 163566 members 
Mstep: Class 23 contains 168126 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 653 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428552.000000 Penalty: 95627.414062
Iteration 134Q: 29 clusters Score -1.264286e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18789 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21805 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128241 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 71483 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46037 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168737 members 
Mstep: Class 22 contains 163596 members 
Mstep: Class 23 contains 168121 members 
Mstep: Class 24 contains 44591 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428728.000000 Penalty: 95627.414062
Iteration 135Q: 29 clusters Score -1.264287e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1182 members 
Mstep: Class 6 contains 18789 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21795 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128218 members 
Mstep: Class 12 contains 11137 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 23594 members 
Mstep: Class 16 contains 71487 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 46038 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168763 members 
Mstep: Class 22 contains 163560 members 
Mstep: Class 23 contains 168114 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428904.000000 Penalty: 95627.414062
Iteration 136Q: 29 clusters Score -1.264289e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1735 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 18792 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21789 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128209 members 
Mstep: Class 12 contains 11142 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 71501 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 18 contains 11288 members 
Mstep: Class 19 contains 46034 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168772 members 
Mstep: Class 22 contains 163536 members 
Mstep: Class 23 contains 168091 members 
Mstep: Class 24 contains 44633 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 664 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429024.000000 Penalty: 95627.414062
Iteration 137Q: 29 clusters Score -1.26429e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18795 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128175 members 
Mstep: Class 12 contains 11151 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 23584 members 
Mstep: Class 16 contains 71500 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46042 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168821 members 
Mstep: Class 22 contains 163480 members 
Mstep: Class 23 contains 168068 members 
Mstep: Class 24 contains 44660 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429280.000000 Penalty: 95627.414062
Iteration 138Q: 29 clusters Score -1.264293e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18796 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128159 members 
Mstep: Class 12 contains 11156 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 23579 members 
Mstep: Class 16 contains 71508 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46059 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168800 members 
Mstep: Class 22 contains 163466 members 
Mstep: Class 23 contains 168063 members 
Mstep: Class 24 contains 44680 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429480.000000 Penalty: 95627.414062
Iteration 139Q: 29 clusters Score -1.264295e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1746 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18795 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21782 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128156 members 
Mstep: Class 12 contains 11161 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 23579 members 
Mstep: Class 16 contains 71530 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46078 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168747 members 
Mstep: Class 22 contains 163432 members 
Mstep: Class 23 contains 168068 members 
Mstep: Class 24 contains 44693 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429488.000000 Penalty: 95627.414062
Iteration 140F: 29 clusters Score -1.264295e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18792 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21778 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128151 members 
Mstep: Class 12 contains 11171 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 23572 members 
Mstep: Class 16 contains 71535 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46092 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168710 members 
Mstep: Class 22 contains 163398 members 
Mstep: Class 23 contains 168094 members 
Mstep: Class 24 contains 44707 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429688.000000 Penalty: 95627.414062
Iteration 141Q: 29 clusters Score -1.264297e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18791 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 11171 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128164 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 23575 members 
Mstep: Class 16 contains 71557 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46102 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168702 members 
Mstep: Class 22 contains 163313 members 
Mstep: Class 23 contains 168118 members 
Mstep: Class 24 contains 44706 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 674 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429760.000000 Penalty: 95627.414062
Iteration 142Q: 29 clusters Score -1.264298e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18790 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21773 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128160 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 23582 members 
Mstep: Class 16 contains 71575 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 46120 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168724 members 
Mstep: Class 22 contains 163228 members 
Mstep: Class 23 contains 168108 members 
Mstep: Class 24 contains 44713 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 682 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429992.000000 Penalty: 95627.414062
Iteration 143Q: 29 clusters Score -1.2643e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 18790 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21770 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128158 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 23587 members 
Mstep: Class 16 contains 71587 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 46138 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168698 members 
Mstep: Class 22 contains 163189 members 
Mstep: Class 23 contains 168114 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430152.000000 Penalty: 95627.414062
Iteration 144Q: 29 clusters Score -1.264302e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1178 members 
Mstep: Class 6 contains 18784 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21770 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128157 members 
Mstep: Class 12 contains 11214 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 23582 members 
Mstep: Class 16 contains 71591 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46153 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168721 members 
Mstep: Class 22 contains 163141 members 
Mstep: Class 23 contains 168139 members 
Mstep: Class 24 contains 44708 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430016.000000 Penalty: 95627.414062
Iteration 145Q: 29 clusters Score -1.2643e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1177 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21766 members 
Mstep: Class 9 contains 11132 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128152 members 
Mstep: Class 12 contains 11215 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 23580 members 
Mstep: Class 16 contains 71593 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46167 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168696 members 
Mstep: Class 22 contains 163141 members 
Mstep: Class 23 contains 168141 members 
Mstep: Class 24 contains 44710 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430208.000000 Penalty: 95627.414062
Iteration 146Q: 29 clusters Score -1.264302e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 18786 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21760 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128169 members 
Mstep: Class 12 contains 11228 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23570 members 
Mstep: Class 16 contains 71589 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 46172 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168697 members 
Mstep: Class 22 contains 163110 members 
Mstep: Class 23 contains 168163 members 
Mstep: Class 24 contains 44705 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430184.000000 Penalty: 95627.414062
Iteration 147Q: 29 clusters Score -1.264302e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 11119 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128184 members 
Mstep: Class 12 contains 11247 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23568 members 
Mstep: Class 16 contains 71588 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 46189 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168691 members 
Mstep: Class 22 contains 163059 members 
Mstep: Class 23 contains 168174 members 
Mstep: Class 24 contains 44698 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430144.000000 Penalty: 95627.414062
Iteration 148Q: 29 clusters Score -1.264301e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 18791 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128185 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23554 members 
Mstep: Class 16 contains 71595 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 46198 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168650 members 
Mstep: Class 22 contains 163045 members 
Mstep: Class 23 contains 168194 members 
Mstep: Class 24 contains 44695 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430256.000000 Penalty: 95627.414062
Iteration 149Q: 29 clusters Score -1.264303e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 18793 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21746 members 
Mstep: Class 9 contains 11112 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128183 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 71593 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 46208 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168631 members 
Mstep: Class 22 contains 163032 members 
Mstep: Class 23 contains 168208 members 
Mstep: Class 24 contains 44692 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430288.000000 Penalty: 95627.414062
Iteration 150Q: 29 clusters Score -1.264303e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 18798 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21743 members 
Mstep: Class 9 contains 11110 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128188 members 
Mstep: Class 12 contains 11292 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 71604 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 11287 members 
Mstep: Class 19 contains 46217 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168584 members 
Mstep: Class 22 contains 163009 members 
Mstep: Class 23 contains 168219 members 
Mstep: Class 24 contains 44701 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430448.000000 Penalty: 95627.414062
Iteration 151Q: 29 clusters Score -1.264304e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 18803 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21739 members 
Mstep: Class 9 contains 11109 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128200 members 
Mstep: Class 12 contains 11314 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23551 members 
Mstep: Class 16 contains 71602 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 46222 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168557 members 
Mstep: Class 22 contains 162951 members 
Mstep: Class 23 contains 168243 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430408.000000 Penalty: 95627.414062
Iteration 152Q: 29 clusters Score -1.264304e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18809 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 11109 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128227 members 
Mstep: Class 12 contains 11333 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23557 members 
Mstep: Class 16 contains 71608 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 46220 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168534 members 
Mstep: Class 22 contains 162890 members 
Mstep: Class 23 contains 168243 members 
Mstep: Class 24 contains 44730 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430448.000000 Penalty: 95627.414062
Iteration 153Q: 29 clusters Score -1.264304e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18810 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 11108 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128259 members 
Mstep: Class 12 contains 11341 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23564 members 
Mstep: Class 16 contains 71612 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 11281 members 
Mstep: Class 19 contains 46229 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168492 members 
Mstep: Class 22 contains 162865 members 
Mstep: Class 23 contains 168247 members 
Mstep: Class 24 contains 44736 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430608.000000 Penalty: 95627.414062
Iteration 154Q: 29 clusters Score -1.264306e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18814 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128294 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23572 members 
Mstep: Class 16 contains 71625 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 18 contains 11281 members 
Mstep: Class 19 contains 46240 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168445 members 
Mstep: Class 22 contains 162865 members 
Mstep: Class 23 contains 168221 members 
Mstep: Class 24 contains 44741 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430544.000000 Penalty: 95627.414062
Iteration 155Q: 29 clusters Score -1.264305e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18815 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 11103 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128311 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23585 members 
Mstep: Class 16 contains 71632 members 
Mstep: Class 17 contains 3687 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46248 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168410 members 
Mstep: Class 22 contains 162886 members 
Mstep: Class 23 contains 168193 members 
Mstep: Class 24 contains 44735 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430512.000000 Penalty: 95627.414062
Iteration 156Q: 29 clusters Score -1.264305e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 11101 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128322 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 71642 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46256 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168378 members 
Mstep: Class 22 contains 162896 members 
Mstep: Class 23 contains 168185 members 
Mstep: Class 24 contains 44728 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430424.000000 Penalty: 95627.414062
Iteration 157Q: 29 clusters Score -1.264304e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21694 members 
Mstep: Class 9 contains 11099 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128324 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 71646 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46257 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168361 members 
Mstep: Class 22 contains 162902 members 
Mstep: Class 23 contains 168188 members 
Mstep: Class 24 contains 44719 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430448.000000 Penalty: 95627.414062
Iteration 158Q: 29 clusters Score -1.264304e+08 nChanged 530
Entering ConstructFrom: 
Score: -126430448.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Entering Unmasked Estep 
Score: -4419163.000000 Penalty: 2576.119629
	Iteration 0F: 2 clusters Score -4419163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4396968.000000 Penalty: 5152.239258
	Iteration 0F: 3 clusters Score -4396968 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4405085.500000 Penalty: 5152.239258
	Iteration 1F: 3 clusters Score -4405086 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -4405485.500000 Penalty: 5152.239258
	Iteration 2Q: 3 clusters Score -4405486 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4405835.500000 Penalty: 5152.239258
	Iteration 3Q: 3 clusters Score -4405836 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4406138.500000 Penalty: 5152.239258
	Iteration 4Q: 3 clusters Score -4406138 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4406410.000000 Penalty: 5152.239258
	Iteration 5Q: 3 clusters Score -4406410 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4406656.500000 Penalty: 5152.239258
	Iteration 6Q: 3 clusters Score -4406656 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4406928.500000 Penalty: 5152.239258
	Iteration 7Q: 3 clusters Score -4406928 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4407219.500000 Penalty: 5152.239258
	Iteration 8Q: 3 clusters Score -4407220 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4407511.000000 Penalty: 5152.239258
	Iteration 9Q: 3 clusters Score -4407511 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4407908.500000 Penalty: 5152.239258
	Iteration 10Q: 3 clusters Score -4407908 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4408400.500000 Penalty: 5152.239258
	Iteration 11Q: 3 clusters Score -4408400 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4408974.500000 Penalty: 5152.239258
	Iteration 12Q: 3 clusters Score -4408974 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4409647.500000 Penalty: 5152.239258
	Iteration 13Q: 3 clusters Score -4409648 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -4410406.000000 Penalty: 5152.239258
	Iteration 14Q: 3 clusters Score -4410406 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4411215.000000 Penalty: 5152.239258
	Iteration 15Q: 3 clusters Score -4411215 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4411942.000000 Penalty: 5152.239258
	Iteration 16Q: 3 clusters Score -4411942 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4412570.000000 Penalty: 5152.239258
	Iteration 17Q: 3 clusters Score -4412570 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -4412974.500000 Penalty: 5152.239258
	Iteration 18Q: 3 clusters Score -4412974 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4413222.000000 Penalty: 5152.239258
	Iteration 19Q: 3 clusters Score -4413222 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4413438.000000 Penalty: 5152.239258
	Iteration 20F: 3 clusters Score -4413438 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4413572.000000 Penalty: 5152.239258
	Iteration 21Q: 3 clusters Score -4413572 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4413692.000000 Penalty: 5152.239258
	Iteration 22Q: 3 clusters Score -4413692 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4413821.500000 Penalty: 5152.239258
	Iteration 23Q: 3 clusters Score -4413822 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4413972.500000 Penalty: 5152.239258
	Iteration 24Q: 3 clusters Score -4413972 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4414116.500000 Penalty: 5152.239258
	Iteration 25Q: 3 clusters Score -4414116 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4414239.500000 Penalty: 5152.239258
	Iteration 26Q: 3 clusters Score -4414240 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4414331.500000 Penalty: 5152.239258
	Iteration 27Q: 3 clusters Score -4414332 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4414431.000000 Penalty: 5152.239258
	Iteration 28Q: 3 clusters Score -4414431 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4414510.000000 Penalty: 5152.239258
	Iteration 29Q: 3 clusters Score -4414510 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4414576.000000 Penalty: 5152.239258
	Iteration 30Q: 3 clusters Score -4414576 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4414635.000000 Penalty: 5152.239258
	Iteration 31Q: 3 clusters Score -4414635 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4414698.000000 Penalty: 5152.239258
	Iteration 32Q: 3 clusters Score -4414698 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4414757.000000 Penalty: 5152.239258
	Iteration 33Q: 3 clusters Score -4414757 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4414790.000000 Penalty: 5152.239258
	Iteration 34Q: 3 clusters Score -4414790 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4414854.000000 Penalty: 5152.239258
	Iteration 35Q: 3 clusters Score -4414854 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4414900.000000 Penalty: 5152.239258
	Iteration 36Q: 3 clusters Score -4414900 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4414931.000000 Penalty: 5152.239258
	Iteration 37Q: 3 clusters Score -4414931 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4414958.500000 Penalty: 5152.239258
	Iteration 38Q: 3 clusters Score -4414958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4415009.500000 Penalty: 5152.239258
	Iteration 39Q: 3 clusters Score -4415010 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4415049.000000 Penalty: 5152.239258
	Iteration 40F: 3 clusters Score -4415049 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4415090.000000 Penalty: 5152.239258
	Iteration 41Q: 3 clusters Score -4415090 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4415138.500000 Penalty: 5152.239258
	Iteration 42Q: 3 clusters Score -4415138 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4415178.500000 Penalty: 5152.239258
	Iteration 43Q: 3 clusters Score -4415178 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4415225.500000 Penalty: 5152.239258
	Iteration 44Q: 3 clusters Score -4415226 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4415287.000000 Penalty: 5152.239258
	Iteration 45Q: 3 clusters Score -4415287 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4415337.000000 Penalty: 5152.239258
	Iteration 46Q: 3 clusters Score -4415337 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4415361.500000 Penalty: 5152.239258
	Iteration 47Q: 3 clusters Score -4415362 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4415427.500000 Penalty: 5152.239258
	Iteration 48Q: 3 clusters Score -4415428 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4415469.500000 Penalty: 5152.239258
	Iteration 49Q: 3 clusters Score -4415470 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4415497.500000 Penalty: 5152.239258
	Iteration 50Q: 3 clusters Score -4415498 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4415557.500000 Penalty: 5152.239258
	Iteration 51Q: 3 clusters Score -4415558 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4415596.500000 Penalty: 5152.239258
	Iteration 52Q: 3 clusters Score -4415596 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4415633.000000 Penalty: 5152.239258
	Iteration 53Q: 3 clusters Score -4415633 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4415688.000000 Penalty: 5152.239258
	Iteration 54Q: 3 clusters Score -4415688 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4415740 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4415808 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4415856 nChanged 238
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Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4415912 nChanged 231
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Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4415948 nChanged 202
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Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4415992.500000 Penalty: 5152.239258
	Iteration 60F: 3 clusters Score -4415992 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4416025 nChanged 229
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Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4416080 nChanged 213
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Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4416137 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4416186 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4416234 nChanged 176
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Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4416269 nChanged 169
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Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4416302 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4416332 nChanged 146
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Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4416350 nChanged 143
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Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4416380 nChanged 149
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Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4416422 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4416441.000000 Penalty: 5152.239258
	Iteration 72Q: 3 clusters Score -4416441 nChanged 136
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Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4416461 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4416501 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4416520 nChanged 125
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Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4416534 nChanged 116
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4416568 nChanged 115
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Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4416580 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4416607 nChanged 80
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4416603 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4416623 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4416642 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4416646 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4416644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4416647.500000 Penalty: 5152.239258
	Iteration 85Q: 3 clusters Score -4416648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4416639.500000 Penalty: 5152.239258
	Iteration 86Q: 3 clusters Score -4416640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4416647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4416648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4416653.000000 Penalty: 5152.239258
	Iteration 89Q: 3 clusters Score -4416653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4416654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4416657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4416659 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -4416671.500000 Penalty: 5152.239258
	Iteration 93Q: 3 clusters Score -4416672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4416674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -4416689.500000 Penalty: 5152.239258
	Iteration 95Q: 3 clusters Score -4416690 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -4416682.000000 Penalty: 5152.239258
	Iteration 96Q: 3 clusters Score -4416682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4416693.000000 Penalty: 5152.239258
	Iteration 97Q: 3 clusters Score -4416693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4416718.500000 Penalty: 5152.239258
	Iteration 98Q: 3 clusters Score -4416718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4416729.000000 Penalty: 5152.239258
	Iteration 99Q: 3 clusters Score -4416729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4416734.000000 Penalty: 5152.239258
	Iteration 100F: 3 clusters Score -4416734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4416737.500000 Penalty: 5152.239258
	Iteration 101Q: 3 clusters Score -4416738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4416740.500000 Penalty: 5152.239258
	Iteration 102Q: 3 clusters Score -4416740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4416743.500000 Penalty: 5152.239258
	Iteration 103Q: 3 clusters Score -4416744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4416740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4416749.500000 Penalty: 5152.239258
	Iteration 105Q: 3 clusters Score -4416750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4416740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4416742.000000 Penalty: 5152.239258
	Iteration 107Q: 3 clusters Score -4416742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4416740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -4416744.000000 Penalty: 5152.239258
	Iteration 109Q: 3 clusters Score -4416744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4416748.500000 Penalty: 5152.239258
	Iteration 110Q: 3 clusters Score -4416748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4416746.000000 Penalty: 5152.239258
	Iteration 111Q: 3 clusters Score -4416746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4416750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4416748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
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Entering Unmasked Estep 
Score: -4416745.500000 Penalty: 5152.239258
	Iteration 114Q: 3 clusters Score -4416746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -4416754.000000 Penalty: 5152.239258
	Iteration 115Q: 3 clusters Score -4416754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4416748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4416749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -4416754.500000 Penalty: 5152.239258
	Iteration 118Q: 3 clusters Score -4416754 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4416757.500000 Penalty: 5152.239258
	Iteration 119Q: 3 clusters Score -4416758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4416754.500000 Penalty: 5152.239258
	Iteration 120F: 3 clusters Score -4416754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4416762.500000 Penalty: 5152.239258
	Iteration 121Q: 3 clusters Score -4416762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4416760.000000 Penalty: 5152.239258
	Iteration 122Q: 3 clusters Score -4416760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4416763.500000 Penalty: 5152.239258
	Iteration 123Q: 3 clusters Score -4416764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4416763.000000 Penalty: 5152.239258
	Iteration 124Q: 3 clusters Score -4416763 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4416755.000000 Penalty: 5152.239258
	Iteration 125Q: 3 clusters Score -4416755 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4416762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4416768.000000 Penalty: 5152.239258
	Iteration 127Q: 3 clusters Score -4416768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4416776.500000 Penalty: 5152.239258
	Iteration 128Q: 3 clusters Score -4416776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4416778.500000 Penalty: 5152.239258
	Iteration 129Q: 3 clusters Score -4416778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -4416797.000000 Penalty: 5152.239258
	Iteration 130Q: 3 clusters Score -4416797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
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Entering Unmasked Estep 
Score: -4416795.500000 Penalty: 5152.239258
	Iteration 131Q: 3 clusters Score -4416796 nChanged 17
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Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4416799.500000 Penalty: 5152.239258
	Iteration 132Q: 3 clusters Score -4416800 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4416798 nChanged 21
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Mstep: Class 1 contains 4226 members 
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Entering Unmasked Estep 
Score: -4416788.000000 Penalty: 5152.239258
	Iteration 134Q: 3 clusters Score -4416788 nChanged 18
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Mstep: Class 1 contains 4208 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4416802 nChanged 17
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Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4416804.500000 Penalty: 5152.239258
	Iteration 136Q: 3 clusters Score -4416804 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4416800.000000 Penalty: 5152.239258
	Iteration 137Q: 3 clusters Score -4416800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4416802 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4416806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4416808.000000 Penalty: 5152.239258
	Iteration 140F: 3 clusters Score -4416808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4416810.000000 Penalty: 5152.239258
	Iteration 141Q: 3 clusters Score -4416810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
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Entering Unmasked Estep 
Score: -4416809.500000 Penalty: 5152.239258
	Iteration 142Q: 3 clusters Score -4416810 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4416818.500000 Penalty: 5152.239258
	Iteration 143Q: 3 clusters Score -4416818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -4416817.000000 Penalty: 5152.239258
	Iteration 144Q: 3 clusters Score -4416817 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4416818 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
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Entering Unmasked Estep 
Score: -4416814.500000 Penalty: 5152.239258
	Iteration 146Q: 3 clusters Score -4416814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4416818 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4416818 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -4416816.000000 Penalty: 5152.239258
	Iteration 149Q: 3 clusters Score -4416816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4416816.500000 Penalty: 5152.239258
	Iteration 150Q: 3 clusters Score -4416816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4416811.500000 Penalty: 5152.239258
	Iteration 151Q: 3 clusters Score -4416812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4416813.500000 Penalty: 5152.239258
	Iteration 152Q: 3 clusters Score -4416814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4416815.000000 Penalty: 5152.239258
	Iteration 153Q: 3 clusters Score -4416815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4416812.000000 Penalty: 5152.239258
	Iteration 154Q: 3 clusters Score -4416812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4416812.000000 Penalty: 5152.239258
	Iteration 155F: 3 clusters Score -4416812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84873.234375 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -84873.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83226.125000 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -83226.12 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83750.765625 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -83750.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84465.843750 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -84465.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84838.312500 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -84838.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85072.789062 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -85072.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85202.000000 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -85202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85363.171875 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -85363.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85504.304688 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -85504.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85620.945312 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -85620.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85623.445312 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -85623.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85623.445312 Penalty: 3274.883545
	Iteration 10F: 3 clusters Score -85623.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 443 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128324 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 71649 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46252 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168379 members 
Mstep: Class 22 contains 162856 members 
Mstep: Class 23 contains 168210 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 294 members 
Entering Unmasked Estep 
Score: -126429544.000000 Penalty: 99042.679688
Splitting cluster 2 changes total score from -126430448.000000 to -126429544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -224574.734375 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -224574.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -222143.312500 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -222143.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -222635.468750 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -222635.5 nChanged 131
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: -222778.203125 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -222778.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -222849.343750 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -222849.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -222884.140625 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -222884.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -222907.937500 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -222907.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222925.375000 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -222925.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -222936.734375 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -222936.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222944.968750 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -222945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -222957.484375 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -222957.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -222968.046875 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -222968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -222973.406250 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -222973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222979.515625 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -222979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -222990.859375 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -222990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223004.125000 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -223004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -223011.718750 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -223011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -223017.234375 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -223017.2 nChanged 8
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: -223025.640625 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -223025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223028.656250 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -223028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -223029.625000 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -223029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -223029.625000 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -223029.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -2651577.000000 Penalty: 2462.841064
	Iteration 0F: 2 clusters Score -2651577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2637066.000000 Penalty: 4925.682129
	Iteration 0F: 3 clusters Score -2637066 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2641988.500000 Penalty: 4925.682129
	Iteration 1F: 3 clusters Score -2641988 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2642492.250000 Penalty: 4925.682129
	Iteration 2F: 3 clusters Score -2642492 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2642923.750000 Penalty: 4925.682129
	Iteration 3F: 3 clusters Score -2642924 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2643457.000000 Penalty: 4925.682129
	Iteration 4F: 3 clusters Score -2643457 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2644028.250000 Penalty: 4925.682129
	Iteration 5F: 3 clusters Score -2644028 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2644803.000000 Penalty: 4925.682129
	Iteration 6F: 3 clusters Score -2644803 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2645793.750000 Penalty: 4925.682129
	Iteration 7F: 3 clusters Score -2645794 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2646914.500000 Penalty: 4925.682129
	Iteration 8F: 3 clusters Score -2646914 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2647975.500000 Penalty: 4925.682129
	Iteration 9F: 3 clusters Score -2647976 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2648830.500000 Penalty: 4925.682129
	Iteration 10Q: 3 clusters Score -2648830 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2649454.250000 Penalty: 4925.682129
	Iteration 11Q: 3 clusters Score -2649454 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2649766.250000 Penalty: 4925.682129
	Iteration 12Q: 3 clusters Score -2649766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2649919.750000 Penalty: 4925.682129
	Iteration 13Q: 3 clusters Score -2649920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2650024.500000 Penalty: 4925.682129
	Iteration 14Q: 3 clusters Score -2650024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2650096.000000 Penalty: 4925.682129
	Iteration 15Q: 3 clusters Score -2650096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2650146.500000 Penalty: 4925.682129
	Iteration 16Q: 3 clusters Score -2650146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2650182.500000 Penalty: 4925.682129
	Iteration 17Q: 3 clusters Score -2650182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2650213.750000 Penalty: 4925.682129
	Iteration 18Q: 3 clusters Score -2650214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2650256.250000 Penalty: 4925.682129
	Iteration 19Q: 3 clusters Score -2650256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2650272.750000 Penalty: 4925.682129
	Iteration 20F: 3 clusters Score -2650273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2650298.500000 Penalty: 4925.682129
	Iteration 21Q: 3 clusters Score -2650298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2650333.750000 Penalty: 4925.682129
	Iteration 22Q: 3 clusters Score -2650334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2650366.750000 Penalty: 4925.682129
	Iteration 23Q: 3 clusters Score -2650367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2650393.000000 Penalty: 4925.682129
	Iteration 24Q: 3 clusters Score -2650393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2650418.500000 Penalty: 4925.682129
	Iteration 25Q: 3 clusters Score -2650418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2650440.500000 Penalty: 4925.682129
	Iteration 26Q: 3 clusters Score -2650440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2650461.000000 Penalty: 4925.682129
	Iteration 27Q: 3 clusters Score -2650461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2650474.750000 Penalty: 4925.682129
	Iteration 28Q: 3 clusters Score -2650475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2650482.750000 Penalty: 4925.682129
	Iteration 29Q: 3 clusters Score -2650483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2650488.500000 Penalty: 4925.682129
	Iteration 30Q: 3 clusters Score -2650488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2650491.000000 Penalty: 4925.682129
	Iteration 31Q: 3 clusters Score -2650491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2650495.500000 Penalty: 4925.682129
	Iteration 32Q: 3 clusters Score -2650496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2650492.750000 Penalty: 4925.682129
	Iteration 33Q: 3 clusters Score -2650493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2650496.000000 Penalty: 4925.682129
	Iteration 34Q: 3 clusters Score -2650496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2650498.250000 Penalty: 4925.682129
	Iteration 35Q: 3 clusters Score -2650498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2650495.500000 Penalty: 4925.682129
	Iteration 36Q: 3 clusters Score -2650496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2650493.750000 Penalty: 4925.682129
	Iteration 37Q: 3 clusters Score -2650494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2650493.750000 Penalty: 4925.682129
	Iteration 38F: 3 clusters Score -2650494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -157656.828125 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -157656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155588.453125 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -155588.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155906.203125 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -155906.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155992.812500 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -155992.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -156027.984375 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -156028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -156048.453125 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -156048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -156060.078125 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -156060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -156067.343750 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -156067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -156072.906250 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -156072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156077.578125 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -156077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -156080.328125 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -156080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -156081.046875 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -156081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -156081.781250 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -156081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -156081.781250 Penalty: 3505.813232
	Iteration 12F: 3 clusters Score -156081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Entering Unmasked Estep 
Score: -2405418.000000 Penalty: 2441.088867
	Iteration 0F: 2 clusters Score -2405418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2392078.000000 Penalty: 4882.177734
	Iteration 0F: 3 clusters Score -2392078 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2396563.750000 Penalty: 4882.177734
	Iteration 1F: 3 clusters Score -2396564 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2397089.000000 Penalty: 4882.177734
	Iteration 2F: 3 clusters Score -2397089 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2397601.250000 Penalty: 4882.177734
	Iteration 3F: 3 clusters Score -2397601 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2398181.750000 Penalty: 4882.177734
	Iteration 4F: 3 clusters Score -2398182 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2398913.500000 Penalty: 4882.177734
	Iteration 5F: 3 clusters Score -2398914 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2399857.250000 Penalty: 4882.177734
	Iteration 6F: 3 clusters Score -2399857 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2400846.750000 Penalty: 4882.177734
	Iteration 7F: 3 clusters Score -2400847 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2401754.000000 Penalty: 4882.177734
	Iteration 8F: 3 clusters Score -2401754 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2402519.750000 Penalty: 4882.177734
	Iteration 9F: 3 clusters Score -2402520 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2403107.000000 Penalty: 4882.177734
	Iteration 10Q: 3 clusters Score -2403107 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2403514.250000 Penalty: 4882.177734
	Iteration 11Q: 3 clusters Score -2403514 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2403745.500000 Penalty: 4882.177734
	Iteration 12Q: 3 clusters Score -2403746 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2403885.000000 Penalty: 4882.177734
	Iteration 13Q: 3 clusters Score -2403885 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2403966.750000 Penalty: 4882.177734
	Iteration 14Q: 3 clusters Score -2403967 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2404011.750000 Penalty: 4882.177734
	Iteration 15Q: 3 clusters Score -2404012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2404040.250000 Penalty: 4882.177734
	Iteration 16Q: 3 clusters Score -2404040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2404060.500000 Penalty: 4882.177734
	Iteration 17Q: 3 clusters Score -2404060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2404089.250000 Penalty: 4882.177734
	Iteration 18Q: 3 clusters Score -2404089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2404108.750000 Penalty: 4882.177734
	Iteration 19Q: 3 clusters Score -2404109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2404127.500000 Penalty: 4882.177734
	Iteration 20F: 3 clusters Score -2404128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2404132.500000 Penalty: 4882.177734
	Iteration 21Q: 3 clusters Score -2404132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2404137.000000 Penalty: 4882.177734
	Iteration 22Q: 3 clusters Score -2404137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2404142.000000 Penalty: 4882.177734
	Iteration 23Q: 3 clusters Score -2404142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2404149.000000 Penalty: 4882.177734
	Iteration 24Q: 3 clusters Score -2404149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2404154.000000 Penalty: 4882.177734
	Iteration 25Q: 3 clusters Score -2404154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2404165.500000 Penalty: 4882.177734
	Iteration 26Q: 3 clusters Score -2404166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2404160.750000 Penalty: 4882.177734
	Iteration 27Q: 3 clusters Score -2404161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2404161.250000 Penalty: 4882.177734
	Iteration 28Q: 3 clusters Score -2404161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2404163.750000 Penalty: 4882.177734
	Iteration 29Q: 3 clusters Score -2404164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2404165.250000 Penalty: 4882.177734
	Iteration 30Q: 3 clusters Score -2404165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2404169.750000 Penalty: 4882.177734
	Iteration 31Q: 3 clusters Score -2404170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2404167.250000 Penalty: 4882.177734
	Iteration 32Q: 3 clusters Score -2404167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2404171.500000 Penalty: 4882.177734
	Iteration 33Q: 3 clusters Score -2404172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2404188.500000 Penalty: 4882.177734
	Iteration 34Q: 3 clusters Score -2404188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2404181.500000 Penalty: 4882.177734
	Iteration 35Q: 3 clusters Score -2404182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2404187.750000 Penalty: 4882.177734
	Iteration 36Q: 3 clusters Score -2404188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2404190.750000 Penalty: 4882.177734
	Iteration 37Q: 3 clusters Score -2404191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2404194.000000 Penalty: 4882.177734
	Iteration 38Q: 3 clusters Score -2404194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2404193.250000 Penalty: 4882.177734
	Iteration 39Q: 3 clusters Score -2404193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2404198.500000 Penalty: 4882.177734
	Iteration 40F: 3 clusters Score -2404198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2404203.000000 Penalty: 4882.177734
	Iteration 41Q: 3 clusters Score -2404203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2404204.250000 Penalty: 4882.177734
	Iteration 42Q: 3 clusters Score -2404204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2404206.250000 Penalty: 4882.177734
	Iteration 43Q: 3 clusters Score -2404206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2404208.500000 Penalty: 4882.177734
	Iteration 44Q: 3 clusters Score -2404208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2404205.000000 Penalty: 4882.177734
	Iteration 45Q: 3 clusters Score -2404205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2404201.500000 Penalty: 4882.177734
	Iteration 46Q: 3 clusters Score -2404202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2404204.750000 Penalty: 4882.177734
	Iteration 47Q: 3 clusters Score -2404205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2404202.000000 Penalty: 4882.177734
	Iteration 48Q: 3 clusters Score -2404202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2404206.000000 Penalty: 4882.177734
	Iteration 49Q: 3 clusters Score -2404206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2404206.500000 Penalty: 4882.177734
	Iteration 50Q: 3 clusters Score -2404206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2404205.000000 Penalty: 4882.177734
	Iteration 51Q: 3 clusters Score -2404205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2404204.000000 Penalty: 4882.177734
	Iteration 52Q: 3 clusters Score -2404204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2404207.000000 Penalty: 4882.177734
	Iteration 53Q: 3 clusters Score -2404207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2404211.750000 Penalty: 4882.177734
	Iteration 54Q: 3 clusters Score -2404212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2404210.000000 Penalty: 4882.177734
	Iteration 55Q: 3 clusters Score -2404210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2404207.000000 Penalty: 4882.177734
	Iteration 56Q: 3 clusters Score -2404207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2404205.750000 Penalty: 4882.177734
	Iteration 57Q: 3 clusters Score -2404206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2404205.750000 Penalty: 4882.177734
	Iteration 58Q: 3 clusters Score -2404206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2404205.750000 Penalty: 4882.177734
	Iteration 59F: 3 clusters Score -2404206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -60071.246094 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -60071.25 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 243 members 
Entering Unmasked Estep 
Score: -58579.593750 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -58579.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58768.617188 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -58768.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58826.500000 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -58826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58875.023438 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -58875.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58925.519531 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -58925.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58955.144531 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -58955.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58974.050781 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -58974.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58986.414062 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -58986.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58992.785156 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -58992.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58995.218750 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -58995.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58999.660156 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -58999.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59005.375000 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -59005.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59012.183594 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -59012.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59021.148438 Penalty: 3068.359619
	Iteration 13Q: 3 clusters Score -59021.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59029.949219 Penalty: 3068.359619
	Iteration 14Q: 3 clusters Score -59029.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59049.199219 Penalty: 3068.359619
	Iteration 15Q: 3 clusters Score -59049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59059.914062 Penalty: 3068.359619
	Iteration 16Q: 3 clusters Score -59059.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59070.312500 Penalty: 3068.359619
	Iteration 17Q: 3 clusters Score -59070.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59078.179688 Penalty: 3068.359619
	Iteration 18Q: 3 clusters Score -59078.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59079.300781 Penalty: 3068.359619
	Iteration 19Q: 3 clusters Score -59079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59079.300781 Penalty: 3068.359619
	Iteration 20F: 3 clusters Score -59079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Entering Unmasked Estep 
Score: -2826128.000000 Penalty: 2476.170898
	Iteration 0F: 2 clusters Score -2826128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2818950 nChanged 1291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2819763 nChanged 1107
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Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2820796 nChanged 891
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Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2821598 nChanged 692
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2821922 nChanged 599
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Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2822185 nChanged 529
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2822369 nChanged 381
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Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2822470 nChanged 293
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Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2822551 nChanged 230
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Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2822577 nChanged 176
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Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2822603 nChanged 150
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Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2822643 nChanged 130
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Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2822666 nChanged 112
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Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2822678 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2822699 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2822711.500000 Penalty: 4952.341797
	Iteration 22Q: 3 clusters Score -2822712 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2822717 nChanged 84
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Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2822733 nChanged 89
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Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2822744 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2822758 nChanged 89
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Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2822781 nChanged 102
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Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2822800 nChanged 94
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Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2822810 nChanged 113
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Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2822827 nChanged 137
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2822860 nChanged 166
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Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2822911 nChanged 176
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Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2822978 nChanged 202
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2823216 nChanged 304
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Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2823335 nChanged 308
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Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2823481 nChanged 336
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Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2823654 nChanged 306
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Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2823760 nChanged 275
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Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2823857 nChanged 273
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Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2823966 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2824052 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2824132 nChanged 235
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Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2824210 nChanged 257
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Mstep: Class 1 contains 15756 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2824294 nChanged 217
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Mstep: Class 1 contains 15973 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2824489 nChanged 182
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2824544 nChanged 142
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Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2824594 nChanged 118
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Mstep: Class 1 contains 16802 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2824609 nChanged 106
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2824636 nChanged 103
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Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2824649 nChanged 87
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Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2824661 nChanged 80
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2824678 nChanged 64
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Mstep: Class 1 contains 17289 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2824696 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17333 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2824710 nChanged 31
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2824710 nChanged 34
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Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 4291 members 
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	Iteration 61Q: 3 clusters Score -2824709 nChanged 35
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Entering Unmasked Estep 
Score: -2824721.250000 Penalty: 4952.341797
	Iteration 62Q: 3 clusters Score -2824721 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17468 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2824732 nChanged 40
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Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2824739 nChanged 46
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Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2824752 nChanged 53
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	Iteration 66Q: 3 clusters Score -2824774 nChanged 44
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Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2824779 nChanged 38
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Mstep: Class 1 contains 17687 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2824785 nChanged 45
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Mstep: Class 1 contains 17732 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2824788 nChanged 42
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Mstep: Class 1 contains 17772 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2824804 nChanged 44
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Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2824817 nChanged 37
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Mstep: Class 1 contains 17847 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2824819 nChanged 43
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Mstep: Class 1 contains 17890 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2824828 nChanged 47
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Mstep: Class 1 contains 17933 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2824845 nChanged 50
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Mstep: Class 1 contains 17979 members 
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	Iteration 75Q: 3 clusters Score -2824853 nChanged 48
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Mstep: Class 1 contains 18027 members 
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	Iteration 76Q: 3 clusters Score -2824862 nChanged 38
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2824871 nChanged 45
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	Iteration 78Q: 3 clusters Score -2824879 nChanged 39
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	Iteration 79Q: 3 clusters Score -2824898 nChanged 38
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Mstep: Class 2 contains 3504 members 
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	Iteration 80F: 3 clusters Score -2824893 nChanged 26
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	Iteration 81Q: 3 clusters Score -2824897 nChanged 35
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	Iteration 82Q: 3 clusters Score -2824904 nChanged 32
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	Iteration 83Q: 3 clusters Score -2824906 nChanged 20
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2824914 nChanged 12
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Entering Unmasked Estep 
Score: -2824916.000000 Penalty: 4952.341797
	Iteration 85Q: 3 clusters Score -2824916 nChanged 12
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Mstep: Class 1 contains 18316 members 
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Entering Unmasked Estep 
Score: -2824915.250000 Penalty: 4952.341797
	Iteration 86Q: 3 clusters Score -2824915 nChanged 12
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2824920 nChanged 12
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2824925 nChanged 11
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2824932 nChanged 13
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2824930 nChanged 11
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2824927 nChanged 13
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2824933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2824939.500000 Penalty: 4952.341797
	Iteration 93Q: 3 clusters Score -2824940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2824937.000000 Penalty: 4952.341797
	Iteration 94Q: 3 clusters Score -2824937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2824942.000000 Penalty: 4952.341797
	Iteration 95Q: 3 clusters Score -2824942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2824935.000000 Penalty: 4952.341797
	Iteration 96Q: 3 clusters Score -2824935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2824936.750000 Penalty: 4952.341797
	Iteration 97Q: 3 clusters Score -2824937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2824938.000000 Penalty: 4952.341797
	Iteration 98Q: 3 clusters Score -2824938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2824938.250000 Penalty: 4952.341797
	Iteration 99Q: 3 clusters Score -2824938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2824939.000000 Penalty: 4952.341797
	Iteration 100F: 3 clusters Score -2824939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2824941.000000 Penalty: 4952.341797
	Iteration 101Q: 3 clusters Score -2824941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2824944.250000 Penalty: 4952.341797
	Iteration 102Q: 3 clusters Score -2824944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2824944.250000 Penalty: 4952.341797
	Iteration 103F: 3 clusters Score -2824944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -1434077.500000 Penalty: 2309.866943
	Iteration 0F: 2 clusters Score -1434078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1425692.375000 Penalty: 4619.733887
	Iteration 0F: 3 clusters Score -1425692 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1428260.750000 Penalty: 4619.733887
	Iteration 1F: 3 clusters Score -1428261 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1428763.125000 Penalty: 4619.733887
	Iteration 2F: 3 clusters Score -1428763 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1429370.375000 Penalty: 4619.733887
	Iteration 3F: 3 clusters Score -1429370 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1430154.500000 Penalty: 4619.733887
	Iteration 4F: 3 clusters Score -1430154 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1430971.250000 Penalty: 4619.733887
	Iteration 5F: 3 clusters Score -1430971 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1431708.625000 Penalty: 4619.733887
	Iteration 6F: 3 clusters Score -1431709 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1432249.500000 Penalty: 4619.733887
	Iteration 7F: 3 clusters Score -1432250 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1432568.375000 Penalty: 4619.733887
	Iteration 8Q: 3 clusters Score -1432568 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1432763.000000 Penalty: 4619.733887
	Iteration 9Q: 3 clusters Score -1432763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1432888.250000 Penalty: 4619.733887
	Iteration 10Q: 3 clusters Score -1432888 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1432974.750000 Penalty: 4619.733887
	Iteration 11Q: 3 clusters Score -1432975 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1433042.000000 Penalty: 4619.733887
	Iteration 12Q: 3 clusters Score -1433042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1433086.125000 Penalty: 4619.733887
	Iteration 13Q: 3 clusters Score -1433086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1433126.375000 Penalty: 4619.733887
	Iteration 14Q: 3 clusters Score -1433126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1433155.250000 Penalty: 4619.733887
	Iteration 15Q: 3 clusters Score -1433155 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1433183.500000 Penalty: 4619.733887
	Iteration 16Q: 3 clusters Score -1433184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1433204.500000 Penalty: 4619.733887
	Iteration 17Q: 3 clusters Score -1433204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1433216.375000 Penalty: 4619.733887
	Iteration 18Q: 3 clusters Score -1433216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1433227.750000 Penalty: 4619.733887
	Iteration 19Q: 3 clusters Score -1433228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1433232.875000 Penalty: 4619.733887
	Iteration 20F: 3 clusters Score -1433233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1433239.000000 Penalty: 4619.733887
	Iteration 21Q: 3 clusters Score -1433239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1433248.500000 Penalty: 4619.733887
	Iteration 22Q: 3 clusters Score -1433248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1433250.875000 Penalty: 4619.733887
	Iteration 23Q: 3 clusters Score -1433251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1433265.250000 Penalty: 4619.733887
	Iteration 24Q: 3 clusters Score -1433265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1433269.000000 Penalty: 4619.733887
	Iteration 25Q: 3 clusters Score -1433269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1433278.750000 Penalty: 4619.733887
	Iteration 26Q: 3 clusters Score -1433279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1433284.125000 Penalty: 4619.733887
	Iteration 27Q: 3 clusters Score -1433284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1433283.500000 Penalty: 4619.733887
	Iteration 28Q: 3 clusters Score -1433284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1433286.750000 Penalty: 4619.733887
	Iteration 29Q: 3 clusters Score -1433287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1433293.000000 Penalty: 4619.733887
	Iteration 30Q: 3 clusters Score -1433293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1433294.000000 Penalty: 4619.733887
	Iteration 31Q: 3 clusters Score -1433294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1433296.750000 Penalty: 4619.733887
	Iteration 32Q: 3 clusters Score -1433297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1433298.500000 Penalty: 4619.733887
	Iteration 33Q: 3 clusters Score -1433298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1433301.250000 Penalty: 4619.733887
	Iteration 34Q: 3 clusters Score -1433301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1433301.375000 Penalty: 4619.733887
	Iteration 35Q: 3 clusters Score -1433301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1433301.375000 Penalty: 4619.733887
	Iteration 36Q: 3 clusters Score -1433301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1433301.125000 Penalty: 4619.733887
	Iteration 37Q: 3 clusters Score -1433301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1433302.500000 Penalty: 4619.733887
	Iteration 38Q: 3 clusters Score -1433302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1433300.125000 Penalty: 4619.733887
	Iteration 39Q: 3 clusters Score -1433300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1433301.000000 Penalty: 4619.733887
	Iteration 40F: 3 clusters Score -1433301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1433303.750000 Penalty: 4619.733887
	Iteration 41Q: 3 clusters Score -1433304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1433303.500000 Penalty: 4619.733887
	Iteration 42Q: 3 clusters Score -1433304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1433303.750000 Penalty: 4619.733887
	Iteration 43Q: 3 clusters Score -1433304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1433302.000000 Penalty: 4619.733887
	Iteration 44Q: 3 clusters Score -1433302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1433304.250000 Penalty: 4619.733887
	Iteration 45Q: 3 clusters Score -1433304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1433305.250000 Penalty: 4619.733887
	Iteration 46Q: 3 clusters Score -1433305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1433304.750000 Penalty: 4619.733887
	Iteration 47Q: 3 clusters Score -1433305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1433305.500000 Penalty: 4619.733887
	Iteration 48Q: 3 clusters Score -1433306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1433306.125000 Penalty: 4619.733887
	Iteration 49Q: 3 clusters Score -1433306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1433305.125000 Penalty: 4619.733887
	Iteration 50Q: 3 clusters Score -1433305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1433306.375000 Penalty: 4619.733887
	Iteration 51Q: 3 clusters Score -1433306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1433307.375000 Penalty: 4619.733887
	Iteration 52Q: 3 clusters Score -1433307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1433308.375000 Penalty: 4619.733887
	Iteration 53Q: 3 clusters Score -1433308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1433309.250000 Penalty: 4619.733887
	Iteration 54Q: 3 clusters Score -1433309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1433309.250000 Penalty: 4619.733887
	Iteration 55F: 3 clusters Score -1433309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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 222 members 
Entering Unmasked Estep 
Score: -49419.632812 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49419.63 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49761.691406 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49761.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50065.183594 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -50065.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50177.808594 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -50177.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50266.835938 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -50266.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50351.433594 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50351.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50409.386719 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50409.39 nChanged 5
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: -50443.410156 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50443.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50455.320312 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50455.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50457.550781 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -50457.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50461.164062 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -50461.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50464.976562 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -50464.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50464.976562 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -50464.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Entering Unmasked Estep 
Score: -17439784.000000 Penalty: 2917.053711
	Iteration 0F: 2 clusters Score -1.743978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -17354852.000000 Penalty: 5834.107422
	Iteration 0F: 3 clusters Score -1.735485e+07 nChanged 61028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -17390288.000000 Penalty: 5834.107422
	Iteration 1F: 3 clusters Score -1.739029e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -17391432.000000 Penalty: 5834.107422
	Iteration 2Q: 3 clusters Score -1.739143e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -17392924.000000 Penalty: 5834.107422
	Iteration 3Q: 3 clusters Score -1.739292e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -17394640.000000 Penalty: 5834.107422
	Iteration 4Q: 3 clusters Score -1.739464e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -17397536.000000 Penalty: 5834.107422
	Iteration 5Q: 3 clusters Score -1.739754e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -17401992.000000 Penalty: 5834.107422
	Iteration 6F: 3 clusters Score -1.740199e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -17408192.000000 Penalty: 5834.107422
	Iteration 7F: 3 clusters Score -1.740819e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -17415796.000000 Penalty: 5834.107422
	Iteration 8F: 3 clusters Score -1.74158e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -17423038.000000 Penalty: 5834.107422
	Iteration 9F: 3 clusters Score -1.742304e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -17428260.000000 Penalty: 5834.107422
	Iteration 10Q: 3 clusters Score -1.742826e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118883 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -17431552.000000 Penalty: 5834.107422
	Iteration 11Q: 3 clusters Score -1.743155e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -17433432.000000 Penalty: 5834.107422
	Iteration 12Q: 3 clusters Score -1.743343e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -17434752.000000 Penalty: 5834.107422
	Iteration 13Q: 3 clusters Score -1.743475e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -17435540.000000 Penalty: 5834.107422
	Iteration 14Q: 3 clusters Score -1.743554e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -17436136.000000 Penalty: 5834.107422
	Iteration 15Q: 3 clusters Score -1.743614e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -17436558.000000 Penalty: 5834.107422
	Iteration 16Q: 3 clusters Score -1.743656e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17436780.000000 Penalty: 5834.107422
	Iteration 17Q: 3 clusters Score -1.743678e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -17436978.000000 Penalty: 5834.107422
	Iteration 18Q: 3 clusters Score -1.743698e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -17437132.000000 Penalty: 5834.107422
	Iteration 19Q: 3 clusters Score -1.743713e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -17437172.000000 Penalty: 5834.107422
	Iteration 20F: 3 clusters Score -1.743717e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127135 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17437240.000000 Penalty: 5834.107422
	Iteration 21Q: 3 clusters Score -1.743724e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17437316.000000 Penalty: 5834.107422
	Iteration 22Q: 3 clusters Score -1.743732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127274 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -17437336.000000 Penalty: 5834.107422
	Iteration 23Q: 3 clusters Score -1.743734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17437364.000000 Penalty: 5834.107422
	Iteration 24Q: 3 clusters Score -1.743736e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127354 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -17437390.000000 Penalty: 5834.107422
	Iteration 25Q: 3 clusters Score -1.743739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17437404.000000 Penalty: 5834.107422
	Iteration 26Q: 3 clusters Score -1.74374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127396 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17437406.000000 Penalty: 5834.107422
	Iteration 27Q: 3 clusters Score -1.743741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127409 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17437408.000000 Penalty: 5834.107422
	Iteration 28Q: 3 clusters Score -1.743741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -17437418.000000 Penalty: 5834.107422
	Iteration 29Q: 3 clusters Score -1.743742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17437432.000000 Penalty: 5834.107422
	Iteration 30Q: 3 clusters Score -1.743743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17437414.000000 Penalty: 5834.107422
	Iteration 31Q: 3 clusters Score -1.743741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17437418.000000 Penalty: 5834.107422
	Iteration 32Q: 3 clusters Score -1.743742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127426 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17437406.000000 Penalty: 5834.107422
	Iteration 33Q: 3 clusters Score -1.743741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -17437410.000000 Penalty: 5834.107422
	Iteration 34Q: 3 clusters Score -1.743741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17437404.000000 Penalty: 5834.107422
	Iteration 35Q: 3 clusters Score -1.74374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17437402.000000 Penalty: 5834.107422
	Iteration 36Q: 3 clusters Score -1.74374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17437402.000000 Penalty: 5834.107422
	Iteration 37F: 3 clusters Score -1.74374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Entering Unmasked Estep 
Score: -1554575.250000 Penalty: 2315.831299
	Iteration 0F: 2 clusters Score -1554575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1545957.375000 Penalty: 4631.662598
	Iteration 0F: 3 clusters Score -1545957 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1548461.000000 Penalty: 4631.662598
	Iteration 1F: 3 clusters Score -1548461 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1548733.125000 Penalty: 4631.662598
	Iteration 2F: 3 clusters Score -1548733 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1548957.000000 Penalty: 4631.662598
	Iteration 3Q: 3 clusters Score -1548957 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1549108.250000 Penalty: 4631.662598
	Iteration 4Q: 3 clusters Score -1549108 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1549230.875000 Penalty: 4631.662598
	Iteration 5Q: 3 clusters Score -1549231 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1549335.000000 Penalty: 4631.662598
	Iteration 6Q: 3 clusters Score -1549335 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1549423.750000 Penalty: 4631.662598
	Iteration 7Q: 3 clusters Score -1549424 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1549520.250000 Penalty: 4631.662598
	Iteration 8Q: 3 clusters Score -1549520 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1549616.750000 Penalty: 4631.662598
	Iteration 9Q: 3 clusters Score -1549617 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1549718.375000 Penalty: 4631.662598
	Iteration 10Q: 3 clusters Score -1549718 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1549845.125000 Penalty: 4631.662598
	Iteration 11Q: 3 clusters Score -1549845 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1549985.875000 Penalty: 4631.662598
	Iteration 12Q: 3 clusters Score -1549986 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1550194.000000 Penalty: 4631.662598
	Iteration 13Q: 3 clusters Score -1550194 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1550457.250000 Penalty: 4631.662598
	Iteration 14Q: 3 clusters Score -1550457 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1550776.500000 Penalty: 4631.662598
	Iteration 15Q: 3 clusters Score -1550776 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1551104.000000 Penalty: 4631.662598
	Iteration 16Q: 3 clusters Score -1551104 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1551440.750000 Penalty: 4631.662598
	Iteration 17Q: 3 clusters Score -1551441 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1551713.250000 Penalty: 4631.662598
	Iteration 18Q: 3 clusters Score -1551713 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1551929.875000 Penalty: 4631.662598
	Iteration 19Q: 3 clusters Score -1551930 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1552080.250000 Penalty: 4631.662598
	Iteration 20F: 3 clusters Score -1552080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1552201.500000 Penalty: 4631.662598
	Iteration 21Q: 3 clusters Score -1552202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1552277.875000 Penalty: 4631.662598
	Iteration 22Q: 3 clusters Score -1552278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1552335.625000 Penalty: 4631.662598
	Iteration 23Q: 3 clusters Score -1552336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1552365.750000 Penalty: 4631.662598
	Iteration 24Q: 3 clusters Score -1552366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1552397.125000 Penalty: 4631.662598
	Iteration 25Q: 3 clusters Score -1552397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1552421.625000 Penalty: 4631.662598
	Iteration 26Q: 3 clusters Score -1552422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1552446.250000 Penalty: 4631.662598
	Iteration 27Q: 3 clusters Score -1552446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1552462.625000 Penalty: 4631.662598
	Iteration 28Q: 3 clusters Score -1552463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1552477.125000 Penalty: 4631.662598
	Iteration 29Q: 3 clusters Score -1552477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1552485.375000 Penalty: 4631.662598
	Iteration 30Q: 3 clusters Score -1552485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1552486.875000 Penalty: 4631.662598
	Iteration 31Q: 3 clusters Score -1552487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1552488.500000 Penalty: 4631.662598
	Iteration 32Q: 3 clusters Score -1552488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1552493.000000 Penalty: 4631.662598
	Iteration 33Q: 3 clusters Score -1552493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1552497.625000 Penalty: 4631.662598
	Iteration 34Q: 3 clusters Score -1552498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1552504.250000 Penalty: 4631.662598
	Iteration 35Q: 3 clusters Score -1552504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1552511.750000 Penalty: 4631.662598
	Iteration 36Q: 3 clusters Score -1552512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1552520.375000 Penalty: 4631.662598
	Iteration 37Q: 3 clusters Score -1552520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1552532.375000 Penalty: 4631.662598
	Iteration 38Q: 3 clusters Score -1552532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1552539.250000 Penalty: 4631.662598
	Iteration 39Q: 3 clusters Score -1552539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1552542.375000 Penalty: 4631.662598
	Iteration 40F: 3 clusters Score -1552542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1552546.500000 Penalty: 4631.662598
	Iteration 41Q: 3 clusters Score -1552546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1552547.000000 Penalty: 4631.662598
	Iteration 42Q: 3 clusters Score -1552547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1552548.375000 Penalty: 4631.662598
	Iteration 43Q: 3 clusters Score -1552548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1552546.750000 Penalty: 4631.662598
	Iteration 44Q: 3 clusters Score -1552547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1552546.750000 Penalty: 4631.662598
	Iteration 45F: 3 clusters Score -1552547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -334438.375000 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -334438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -331459.093750 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -331459.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332025.031250 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -332025 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -332167.531250 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -332167.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -332246.937500 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -332246.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -332296.968750 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -332297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -332336.343750 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -332336.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332362.500000 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -332362.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -332378.250000 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -332378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332390.625000 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -332390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -332396.000000 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -332396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -332398.937500 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -332398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -332401.468750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -332401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332402.781250 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -332402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332403.468750 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -332403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332403.875000 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -332403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -332405.156250 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -332405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -332405.156250 Penalty: 3882.707031
	Iteration 16F: 3 clusters Score -332405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 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 250 members 
Entering Unmasked Estep 
Score: -58725.617188 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58725.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58927.210938 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -58927.21 nChanged 22
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: -59005.046875 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -59005.05 nChanged 18
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: -59120.632812 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -59120.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59295.007812 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59295.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59406.101562 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59406.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59447.035156 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59447.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59486.972656 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59486.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59507.851562 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59507.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59523.847656 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59523.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59535.144531 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59535.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59547.929688 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59547.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59554.261719 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -59554.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59561.679688 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -59561.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59563.859375 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -59563.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59565.753906 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -59565.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59568.039062 Penalty: 3081.452637
	Iteration 16F: 3 clusters Score -59568.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59573.289062 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -59573.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59585.285156 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -59585.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59591.988281 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -59591.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59596.359375 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -59596.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59602.007812 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -59602.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59602.007812 Penalty: 3081.452637
	Iteration 22F: 3 clusters Score -59602.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -3243667.500000 Penalty: 2497.186035
	Iteration 0F: 2 clusters Score -3243668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3227267.500000 Penalty: 4994.372070
	Iteration 0F: 3 clusters Score -3227268 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3232780.000000 Penalty: 4994.372070
	Iteration 1F: 3 clusters Score -3232780 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3233138.500000 Penalty: 4994.372070
	Iteration 2Q: 3 clusters Score -3233138 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3233387.000000 Penalty: 4994.372070
	Iteration 3Q: 3 clusters Score -3233387 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3233589.250000 Penalty: 4994.372070
	Iteration 4Q: 3 clusters Score -3233589 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3233748.250000 Penalty: 4994.372070
	Iteration 5Q: 3 clusters Score -3233748 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3233884.750000 Penalty: 4994.372070
	Iteration 6Q: 3 clusters Score -3233885 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3233999.000000 Penalty: 4994.372070
	Iteration 7Q: 3 clusters Score -3233999 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3234112.000000 Penalty: 4994.372070
	Iteration 8Q: 3 clusters Score -3234112 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3234241.500000 Penalty: 4994.372070
	Iteration 9Q: 3 clusters Score -3234242 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3234402.500000 Penalty: 4994.372070
	Iteration 10Q: 3 clusters Score -3234402 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3234596.000000 Penalty: 4994.372070
	Iteration 11Q: 3 clusters Score -3234596 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3234853.750000 Penalty: 4994.372070
	Iteration 12Q: 3 clusters Score -3234854 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3235315.500000 Penalty: 4994.372070
	Iteration 13Q: 3 clusters Score -3235316 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3235970.500000 Penalty: 4994.372070
	Iteration 14Q: 3 clusters Score -3235970 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3236946.250000 Penalty: 4994.372070
	Iteration 15F: 3 clusters Score -3236946 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3238142.000000 Penalty: 4994.372070
	Iteration 16F: 3 clusters Score -3238142 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3239338.000000 Penalty: 4994.372070
	Iteration 17F: 3 clusters Score -3239338 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3240172.500000 Penalty: 4994.372070
	Iteration 18Q: 3 clusters Score -3240172 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3240707.250000 Penalty: 4994.372070
	Iteration 19Q: 3 clusters Score -3240707 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3241010.000000 Penalty: 4994.372070
	Iteration 20F: 3 clusters Score -3241010 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3241192.750000 Penalty: 4994.372070
	Iteration 21Q: 3 clusters Score -3241193 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3241286.250000 Penalty: 4994.372070
	Iteration 22Q: 3 clusters Score -3241286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3241344.500000 Penalty: 4994.372070
	Iteration 23Q: 3 clusters Score -3241344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3241401.000000 Penalty: 4994.372070
	Iteration 24Q: 3 clusters Score -3241401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3241430.000000 Penalty: 4994.372070
	Iteration 25Q: 3 clusters Score -3241430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3241468.000000 Penalty: 4994.372070
	Iteration 26Q: 3 clusters Score -3241468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3241499.250000 Penalty: 4994.372070
	Iteration 27Q: 3 clusters Score -3241499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3241508.500000 Penalty: 4994.372070
	Iteration 28Q: 3 clusters Score -3241508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3241513.750000 Penalty: 4994.372070
	Iteration 29Q: 3 clusters Score -3241514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3241526.750000 Penalty: 4994.372070
	Iteration 30Q: 3 clusters Score -3241527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3241536.500000 Penalty: 4994.372070
	Iteration 31Q: 3 clusters Score -3241536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3241543.000000 Penalty: 4994.372070
	Iteration 32Q: 3 clusters Score -3241543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3241548.250000 Penalty: 4994.372070
	Iteration 33Q: 3 clusters Score -3241548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3241557.250000 Penalty: 4994.372070
	Iteration 34Q: 3 clusters Score -3241557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3241563.250000 Penalty: 4994.372070
	Iteration 35Q: 3 clusters Score -3241563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3241561.500000 Penalty: 4994.372070
	Iteration 36Q: 3 clusters Score -3241562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3241560.750000 Penalty: 4994.372070
	Iteration 37Q: 3 clusters Score -3241561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3241560.250000 Penalty: 4994.372070
	Iteration 38Q: 3 clusters Score -3241560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3241565.000000 Penalty: 4994.372070
	Iteration 39Q: 3 clusters Score -3241565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3241563.250000 Penalty: 4994.372070
	Iteration 40F: 3 clusters Score -3241563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3241563.250000 Penalty: 4994.372070
	Iteration 41Q: 3 clusters Score -3241563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3241564.250000 Penalty: 4994.372070
	Iteration 42Q: 3 clusters Score -3241564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3241564.250000 Penalty: 4994.372070
	Iteration 43F: 3 clusters Score -3241564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Entering Unmasked Estep 
Score: -9477325.000000 Penalty: 2772.524658
	Iteration 0F: 2 clusters Score -9477325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -9429604.000000 Penalty: 5545.049316
	Iteration 0F: 3 clusters Score -9429604 nChanged 33369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -9448545.000000 Penalty: 5545.049316
	Iteration 1F: 3 clusters Score -9448545 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -9449625.000000 Penalty: 5545.049316
	Iteration 2Q: 3 clusters Score -9449625 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -9451021.000000 Penalty: 5545.049316
	Iteration 3Q: 3 clusters Score -9451021 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -9453243.000000 Penalty: 5545.049316
	Iteration 4F: 3 clusters Score -9453243 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -9456213.000000 Penalty: 5545.049316
	Iteration 5F: 3 clusters Score -9456213 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -9460162.000000 Penalty: 5545.049316
	Iteration 6F: 3 clusters Score -9460162 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -9464600.000000 Penalty: 5545.049316
	Iteration 7F: 3 clusters Score -9464600 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -9468489.000000 Penalty: 5545.049316
	Iteration 8F: 3 clusters Score -9468489 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -9471275.000000 Penalty: 5545.049316
	Iteration 9Q: 3 clusters Score -9471275 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -9472858.000000 Penalty: 5545.049316
	Iteration 10Q: 3 clusters Score -9472858 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9473800.000000 Penalty: 5545.049316
	Iteration 11Q: 3 clusters Score -9473800 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9474329.000000 Penalty: 5545.049316
	Iteration 12Q: 3 clusters Score -9474329 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9474596.000000 Penalty: 5545.049316
	Iteration 13Q: 3 clusters Score -9474596 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9474778.000000 Penalty: 5545.049316
	Iteration 14Q: 3 clusters Score -9474778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9474860.000000 Penalty: 5545.049316
	Iteration 15Q: 3 clusters Score -9474860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9474911.000000 Penalty: 5545.049316
	Iteration 16Q: 3 clusters Score -9474911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9474917.000000 Penalty: 5545.049316
	Iteration 17Q: 3 clusters Score -9474917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9474930.000000 Penalty: 5545.049316
	Iteration 18Q: 3 clusters Score -9474930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9474932.000000 Penalty: 5545.049316
	Iteration 19Q: 3 clusters Score -9474932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9474943.000000 Penalty: 5545.049316
	Iteration 20F: 3 clusters Score -9474943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9474954.000000 Penalty: 5545.049316
	Iteration 21Q: 3 clusters Score -9474954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9474958.000000 Penalty: 5545.049316
	Iteration 22Q: 3 clusters Score -9474958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9474966.000000 Penalty: 5545.049316
	Iteration 23Q: 3 clusters Score -9474966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9474979.000000 Penalty: 5545.049316
	Iteration 24Q: 3 clusters Score -9474979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9474985.000000 Penalty: 5545.049316
	Iteration 25Q: 3 clusters Score -9474985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9474999.000000 Penalty: 5545.049316
	Iteration 26Q: 3 clusters Score -9474999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9475014.000000 Penalty: 5545.049316
	Iteration 27Q: 3 clusters Score -9475014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9475017.000000 Penalty: 5545.049316
	Iteration 28Q: 3 clusters Score -9475017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9475021.000000 Penalty: 5545.049316
	Iteration 29Q: 3 clusters Score -9475021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9475015.000000 Penalty: 5545.049316
	Iteration 30Q: 3 clusters Score -9475015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9475017.000000 Penalty: 5545.049316
	Iteration 31Q: 3 clusters Score -9475017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9475029.000000 Penalty: 5545.049316
	Iteration 32Q: 3 clusters Score -9475029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9475032.000000 Penalty: 5545.049316
	Iteration 33Q: 3 clusters Score -9475032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9475040.000000 Penalty: 5545.049316
	Iteration 34Q: 3 clusters Score -9475040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9475029.000000 Penalty: 5545.049316
	Iteration 35Q: 3 clusters Score -9475029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9475033.000000 Penalty: 5545.049316
	Iteration 36Q: 3 clusters Score -9475033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9475030.000000 Penalty: 5545.049316
	Iteration 37Q: 3 clusters Score -9475030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9475031.000000 Penalty: 5545.049316
	Iteration 38Q: 3 clusters Score -9475031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9475037.000000 Penalty: 5545.049316
	Iteration 39Q: 3 clusters Score -9475037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9475031.000000 Penalty: 5545.049316
	Iteration 40F: 3 clusters Score -9475031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9475036.000000 Penalty: 5545.049316
	Iteration 41Q: 3 clusters Score -9475036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9475036.000000 Penalty: 5545.049316
	Iteration 42F: 3 clusters Score -9475036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -517458.312500 Penalty: 2037.656860
	Iteration 0F: 2 clusters Score -517458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -513789.968750 Penalty: 4075.313721
	Iteration 0F: 3 clusters Score -513790 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -514534.187500 Penalty: 4075.313721
	Iteration 1F: 3 clusters Score -514534.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -514688.812500 Penalty: 4075.313721
	Iteration 2F: 3 clusters Score -514688.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -514781.687500 Penalty: 4075.313721
	Iteration 3Q: 3 clusters Score -514781.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -514854.218750 Penalty: 4075.313721
	Iteration 4Q: 3 clusters Score -514854.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -514899.468750 Penalty: 4075.313721
	Iteration 5Q: 3 clusters Score -514899.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -514930.687500 Penalty: 4075.313721
	Iteration 6Q: 3 clusters Score -514930.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -514951.062500 Penalty: 4075.313721
	Iteration 7Q: 3 clusters Score -514951.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -514969.531250 Penalty: 4075.313721
	Iteration 8Q: 3 clusters Score -514969.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -514985.812500 Penalty: 4075.313721
	Iteration 9Q: 3 clusters Score -514985.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -514997.312500 Penalty: 4075.313721
	Iteration 10Q: 3 clusters Score -514997.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -515006.000000 Penalty: 4075.313721
	Iteration 11Q: 3 clusters Score -515006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -515012.750000 Penalty: 4075.313721
	Iteration 12Q: 3 clusters Score -515012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -515018.500000 Penalty: 4075.313721
	Iteration 13Q: 3 clusters Score -515018.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -515025.812500 Penalty: 4075.313721
	Iteration 14Q: 3 clusters Score -515025.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -515033.812500 Penalty: 4075.313721
	Iteration 15Q: 3 clusters Score -515033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -515039.968750 Penalty: 4075.313721
	Iteration 16Q: 3 clusters Score -515040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -515043.812500 Penalty: 4075.313721
	Iteration 17Q: 3 clusters Score -515043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -515046.750000 Penalty: 4075.313721
	Iteration 18Q: 3 clusters Score -515046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -515051.968750 Penalty: 4075.313721
	Iteration 19Q: 3 clusters Score -515052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -515059.250000 Penalty: 4075.313721
	Iteration 20F: 3 clusters Score -515059.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -515067.312500 Penalty: 4075.313721
	Iteration 21Q: 3 clusters Score -515067.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -515073.031250 Penalty: 4075.313721
	Iteration 22Q: 3 clusters Score -515073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -515076.500000 Penalty: 4075.313721
	Iteration 23Q: 3 clusters Score -515076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -515077.250000 Penalty: 4075.313721
	Iteration 24Q: 3 clusters Score -515077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -515079.000000 Penalty: 4075.313721
	Iteration 25Q: 3 clusters Score -515079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -515080.656250 Penalty: 4075.313721
	Iteration 26Q: 3 clusters Score -515080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -515080.656250 Penalty: 4075.313721
	Iteration 27F: 3 clusters Score -515080.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Entering Unmasked Estep 
Score: -1329457.000000 Penalty: 2314.035156
	Iteration 0F: 2 clusters Score -1329457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1321060.125000 Penalty: 4628.070312
	Iteration 0F: 3 clusters Score -1321060 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1323817.375000 Penalty: 4628.070312
	Iteration 1F: 3 clusters Score -1323817 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1324443.250000 Penalty: 4628.070312
	Iteration 2F: 3 clusters Score -1324443 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1325095.375000 Penalty: 4628.070312
	Iteration 3F: 3 clusters Score -1325095 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1325749.375000 Penalty: 4628.070312
	Iteration 4F: 3 clusters Score -1325749 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1326385.875000 Penalty: 4628.070312
	Iteration 5F: 3 clusters Score -1326386 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1326922.250000 Penalty: 4628.070312
	Iteration 6F: 3 clusters Score -1326922 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1327337.125000 Penalty: 4628.070312
	Iteration 7F: 3 clusters Score -1327337 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1327627.375000 Penalty: 4628.070312
	Iteration 8Q: 3 clusters Score -1327627 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1327789.500000 Penalty: 4628.070312
	Iteration 9Q: 3 clusters Score -1327790 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1327880.875000 Penalty: 4628.070312
	Iteration 10Q: 3 clusters Score -1327881 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1327956.875000 Penalty: 4628.070312
	Iteration 11Q: 3 clusters Score -1327957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1328002.500000 Penalty: 4628.070312
	Iteration 12Q: 3 clusters Score -1328002 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1328032.750000 Penalty: 4628.070312
	Iteration 13Q: 3 clusters Score -1328033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1328054.500000 Penalty: 4628.070312
	Iteration 14Q: 3 clusters Score -1328054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1328070.000000 Penalty: 4628.070312
	Iteration 15Q: 3 clusters Score -1328070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1328087.750000 Penalty: 4628.070312
	Iteration 16Q: 3 clusters Score -1328088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1328093.875000 Penalty: 4628.070312
	Iteration 17Q: 3 clusters Score -1328094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1328105.500000 Penalty: 4628.070312
	Iteration 18Q: 3 clusters Score -1328106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1328113.500000 Penalty: 4628.070312
	Iteration 19Q: 3 clusters Score -1328114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1328122.625000 Penalty: 4628.070312
	Iteration 20F: 3 clusters Score -1328123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1328126.875000 Penalty: 4628.070312
	Iteration 21Q: 3 clusters Score -1328127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1328131.500000 Penalty: 4628.070312
	Iteration 22Q: 3 clusters Score -1328132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1328140.500000 Penalty: 4628.070312
	Iteration 23Q: 3 clusters Score -1328140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1328137.500000 Penalty: 4628.070312
	Iteration 24Q: 3 clusters Score -1328138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1328143.875000 Penalty: 4628.070312
	Iteration 25Q: 3 clusters Score -1328144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1328144.875000 Penalty: 4628.070312
	Iteration 26Q: 3 clusters Score -1328145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1328145.625000 Penalty: 4628.070312
	Iteration 27Q: 3 clusters Score -1328146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1328148.250000 Penalty: 4628.070312
	Iteration 28Q: 3 clusters Score -1328148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1328154.125000 Penalty: 4628.070312
	Iteration 29Q: 3 clusters Score -1328154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1328154.750000 Penalty: 4628.070312
	Iteration 30Q: 3 clusters Score -1328155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1328155.875000 Penalty: 4628.070312
	Iteration 31Q: 3 clusters Score -1328156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1328153.125000 Penalty: 4628.070312
	Iteration 32Q: 3 clusters Score -1328153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1328155.375000 Penalty: 4628.070312
	Iteration 33Q: 3 clusters Score -1328155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1328154.750000 Penalty: 4628.070312
	Iteration 34Q: 3 clusters Score -1328155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1328152.250000 Penalty: 4628.070312
	Iteration 35Q: 3 clusters Score -1328152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1328154.500000 Penalty: 4628.070312
	Iteration 36Q: 3 clusters Score -1328154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1328154.875000 Penalty: 4628.070312
	Iteration 37Q: 3 clusters Score -1328155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1328156.625000 Penalty: 4628.070312
	Iteration 38Q: 3 clusters Score -1328157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1328161.125000 Penalty: 4628.070312
	Iteration 39Q: 3 clusters Score -1328161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1328160.000000 Penalty: 4628.070312
	Iteration 40F: 3 clusters Score -1328160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1328160.875000 Penalty: 4628.070312
	Iteration 41Q: 3 clusters Score -1328161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1328161.250000 Penalty: 4628.070312
	Iteration 42Q: 3 clusters Score -1328161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1328162.500000 Penalty: 4628.070312
	Iteration 43Q: 3 clusters Score -1328162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1328159.750000 Penalty: 4628.070312
	Iteration 44Q: 3 clusters Score -1328160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1328158.875000 Penalty: 4628.070312
	Iteration 45Q: 3 clusters Score -1328159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1328160.250000 Penalty: 4628.070312
	Iteration 46Q: 3 clusters Score -1328160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1328161.250000 Penalty: 4628.070312
	Iteration 47Q: 3 clusters Score -1328161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1328161.250000 Penalty: 4628.070312
	Iteration 48F: 3 clusters Score -1328161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Entering Unmasked Estep 
Score: -6312648.000000 Penalty: 2663.981445
	Iteration 0F: 2 clusters Score -6312648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -6281463.500000 Penalty: 5327.962891
	Iteration 0F: 3 clusters Score -6281464 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6293263.000000 Penalty: 5327.962891
	Iteration 1F: 3 clusters Score -6293263 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -6294008.500000 Penalty: 5327.962891
	Iteration 2Q: 3 clusters Score -6294008 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6294862.500000 Penalty: 5327.962891
	Iteration 3Q: 3 clusters Score -6294862 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -6295971.500000 Penalty: 5327.962891
	Iteration 4Q: 3 clusters Score -6295972 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -6297264.000000 Penalty: 5327.962891
	Iteration 5F: 3 clusters Score -6297264 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -6298911.500000 Penalty: 5327.962891
	Iteration 6F: 3 clusters Score -6298912 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -6300947.500000 Penalty: 5327.962891
	Iteration 7F: 3 clusters Score -6300948 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -6303318.500000 Penalty: 5327.962891
	Iteration 8F: 3 clusters Score -6303318 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -6305170.000000 Penalty: 5327.962891
	Iteration 9F: 3 clusters Score -6305170 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6305997.500000 Penalty: 5327.962891
	Iteration 10Q: 3 clusters Score -6305998 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6306299.500000 Penalty: 5327.962891
	Iteration 11Q: 3 clusters Score -6306300 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -6306459.000000 Penalty: 5327.962891
	Iteration 12Q: 3 clusters Score -6306459 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -6306583.500000 Penalty: 5327.962891
	Iteration 13Q: 3 clusters Score -6306584 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -6306701.500000 Penalty: 5327.962891
	Iteration 14Q: 3 clusters Score -6306702 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -6306819.000000 Penalty: 5327.962891
	Iteration 15Q: 3 clusters Score -6306819 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -6306933.500000 Penalty: 5327.962891
	Iteration 16Q: 3 clusters Score -6306934 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -6306996.000000 Penalty: 5327.962891
	Iteration 17Q: 3 clusters Score -6306996 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -6307090.500000 Penalty: 5327.962891
	Iteration 18Q: 3 clusters Score -6307090 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -6307224.500000 Penalty: 5327.962891
	Iteration 19Q: 3 clusters Score -6307224 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -6307337.500000 Penalty: 5327.962891
	Iteration 20F: 3 clusters Score -6307338 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -6307442.000000 Penalty: 5327.962891
	Iteration 21Q: 3 clusters Score -6307442 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -6307513.000000 Penalty: 5327.962891
	Iteration 22Q: 3 clusters Score -6307513 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -6307594.500000 Penalty: 5327.962891
	Iteration 23Q: 3 clusters Score -6307594 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -6307689.000000 Penalty: 5327.962891
	Iteration 24Q: 3 clusters Score -6307689 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -6307776.500000 Penalty: 5327.962891
	Iteration 25Q: 3 clusters Score -6307776 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -6307911.000000 Penalty: 5327.962891
	Iteration 26Q: 3 clusters Score -6307911 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6308021.000000 Penalty: 5327.962891
	Iteration 27Q: 3 clusters Score -6308021 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -6308133.500000 Penalty: 5327.962891
	Iteration 28Q: 3 clusters Score -6308134 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -6308247.500000 Penalty: 5327.962891
	Iteration 29Q: 3 clusters Score -6308248 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -6308361.500000 Penalty: 5327.962891
	Iteration 30Q: 3 clusters Score -6308362 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6308470.500000 Penalty: 5327.962891
	Iteration 31Q: 3 clusters Score -6308470 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -6308606.500000 Penalty: 5327.962891
	Iteration 32Q: 3 clusters Score -6308606 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -6308711.500000 Penalty: 5327.962891
	Iteration 33Q: 3 clusters Score -6308712 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -6308813.000000 Penalty: 5327.962891
	Iteration 34Q: 3 clusters Score -6308813 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -6308929.000000 Penalty: 5327.962891
	Iteration 35Q: 3 clusters Score -6308929 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6309037.000000 Penalty: 5327.962891
	Iteration 36Q: 3 clusters Score -6309037 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -6309127.500000 Penalty: 5327.962891
	Iteration 37Q: 3 clusters Score -6309128 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -6309262.500000 Penalty: 5327.962891
	Iteration 38Q: 3 clusters Score -6309262 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -6309394.500000 Penalty: 5327.962891
	Iteration 39Q: 3 clusters Score -6309394 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6309537.000000 Penalty: 5327.962891
	Iteration 40F: 3 clusters Score -6309537 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -6309604.500000 Penalty: 5327.962891
	Iteration 41Q: 3 clusters Score -6309604 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6309686.500000 Penalty: 5327.962891
	Iteration 42Q: 3 clusters Score -6309686 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6309765.500000 Penalty: 5327.962891
	Iteration 43Q: 3 clusters Score -6309766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6309850.500000 Penalty: 5327.962891
	Iteration 44Q: 3 clusters Score -6309850 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6309921.000000 Penalty: 5327.962891
	Iteration 45Q: 3 clusters Score -6309921 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6310001.500000 Penalty: 5327.962891
	Iteration 46Q: 3 clusters Score -6310002 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6310072.500000 Penalty: 5327.962891
	Iteration 47Q: 3 clusters Score -6310072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6310145.500000 Penalty: 5327.962891
	Iteration 48Q: 3 clusters Score -6310146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6310207.000000 Penalty: 5327.962891
	Iteration 49Q: 3 clusters Score -6310207 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6310266.500000 Penalty: 5327.962891
	Iteration 50Q: 3 clusters Score -6310266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6310297.500000 Penalty: 5327.962891
	Iteration 51Q: 3 clusters Score -6310298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6310315.500000 Penalty: 5327.962891
	Iteration 52Q: 3 clusters Score -6310316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6310357.000000 Penalty: 5327.962891
	Iteration 53Q: 3 clusters Score -6310357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6310398.000000 Penalty: 5327.962891
	Iteration 54Q: 3 clusters Score -6310398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6310395.000000 Penalty: 5327.962891
	Iteration 55Q: 3 clusters Score -6310395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6310418.500000 Penalty: 5327.962891
	Iteration 56Q: 3 clusters Score -6310418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6310434.000000 Penalty: 5327.962891
	Iteration 57Q: 3 clusters Score -6310434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6310439.500000 Penalty: 5327.962891
	Iteration 58Q: 3 clusters Score -6310440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6310449.000000 Penalty: 5327.962891
	Iteration 59Q: 3 clusters Score -6310449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6310447.000000 Penalty: 5327.962891
	Iteration 60F: 3 clusters Score -6310447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6310470.500000 Penalty: 5327.962891
	Iteration 61Q: 3 clusters Score -6310470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6310484.500000 Penalty: 5327.962891
	Iteration 62Q: 3 clusters Score -6310484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6310488.000000 Penalty: 5327.962891
	Iteration 63Q: 3 clusters Score -6310488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6310485.000000 Penalty: 5327.962891
	Iteration 64Q: 3 clusters Score -6310485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6310504.000000 Penalty: 5327.962891
	Iteration 65Q: 3 clusters Score -6310504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6310506.000000 Penalty: 5327.962891
	Iteration 66Q: 3 clusters Score -6310506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6310513.000000 Penalty: 5327.962891
	Iteration 67Q: 3 clusters Score -6310513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6310516.500000 Penalty: 5327.962891
	Iteration 68Q: 3 clusters Score -6310516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6310520.500000 Penalty: 5327.962891
	Iteration 69Q: 3 clusters Score -6310520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6310524.500000 Penalty: 5327.962891
	Iteration 70Q: 3 clusters Score -6310524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6310523.000000 Penalty: 5327.962891
	Iteration 71Q: 3 clusters Score -6310523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6310528.000000 Penalty: 5327.962891
	Iteration 72Q: 3 clusters Score -6310528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6310535.000000 Penalty: 5327.962891
	Iteration 73Q: 3 clusters Score -6310535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6310540.000000 Penalty: 5327.962891
	Iteration 74Q: 3 clusters Score -6310540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6310542.500000 Penalty: 5327.962891
	Iteration 75Q: 3 clusters Score -6310542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6310553.500000 Penalty: 5327.962891
	Iteration 76Q: 3 clusters Score -6310554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6310557.000000 Penalty: 5327.962891
	Iteration 77Q: 3 clusters Score -6310557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6310551.500000 Penalty: 5327.962891
	Iteration 78Q: 3 clusters Score -6310552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6310549.000000 Penalty: 5327.962891
	Iteration 79Q: 3 clusters Score -6310549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6310553.500000 Penalty: 5327.962891
	Iteration 80F: 3 clusters Score -6310554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6310550.500000 Penalty: 5327.962891
	Iteration 81Q: 3 clusters Score -6310550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6310553.500000 Penalty: 5327.962891
	Iteration 82Q: 3 clusters Score -6310554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6310557.500000 Penalty: 5327.962891
	Iteration 83Q: 3 clusters Score -6310558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6310554.000000 Penalty: 5327.962891
	Iteration 84Q: 3 clusters Score -6310554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6310551.000000 Penalty: 5327.962891
	Iteration 85Q: 3 clusters Score -6310551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6310558.000000 Penalty: 5327.962891
	Iteration 86Q: 3 clusters Score -6310558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6310559.000000 Penalty: 5327.962891
	Iteration 87Q: 3 clusters Score -6310559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6310559.000000 Penalty: 5327.962891
	Iteration 88Q: 3 clusters Score -6310559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6310565.500000 Penalty: 5327.962891
	Iteration 89Q: 3 clusters Score -6310566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6310563.000000 Penalty: 5327.962891
	Iteration 90Q: 3 clusters Score -6310563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6310559.500000 Penalty: 5327.962891
	Iteration 91Q: 3 clusters Score -6310560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6310561.500000 Penalty: 5327.962891
	Iteration 92Q: 3 clusters Score -6310562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6310566.500000 Penalty: 5327.962891
	Iteration 93Q: 3 clusters Score -6310566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6310568.000000 Penalty: 5327.962891
	Iteration 94Q: 3 clusters Score -6310568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6310568.000000 Penalty: 5327.962891
	Iteration 95F: 3 clusters Score -6310568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -344959.500000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -344959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -341981.000000 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -341981 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342526.312500 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -342526.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342672.062500 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -342672.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -342738.156250 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -342738.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -342775.593750 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -342775.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342809.156250 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -342809.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342830.906250 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -342830.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342843.343750 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -342843.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342850.343750 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -342850.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342858.875000 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -342858.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342869.968750 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -342870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -342879.312500 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -342879.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -342890.093750 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -342890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -342897.875000 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -342897.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342907.468750 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -342907.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -342918.312500 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -342918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -342925.937500 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -342925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -342929.406250 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -342929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -342930.937500 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -342930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342933.000000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -342933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342935.093750 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -342935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -342937.656250 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -342937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -342942.125000 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -342942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -342946.375000 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -342946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -342952.531250 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -342952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -342959.156250 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -342959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -342966.875000 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -342966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342973.375000 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -342973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -342977.468750 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -342977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -342980.312500 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -342980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -342981.531250 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -342981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -342984.000000 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -342984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -342986.000000 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -342986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342991.031250 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -342991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -342992.906250 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -342992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -342998.531250 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -342998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -343003.968750 Penalty: 3893.264648
	Iteration 36Q: 3 clusters Score -343004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -343008.968750 Penalty: 3893.264648
	Iteration 37Q: 3 clusters Score -343009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -343014.437500 Penalty: 3893.264648
	Iteration 38Q: 3 clusters Score -343014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -343019.687500 Penalty: 3893.264648
	Iteration 39Q: 3 clusters Score -343019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -343024.187500 Penalty: 3893.264648
	Iteration 40F: 3 clusters Score -343024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343025.812500 Penalty: 3893.264648
	Iteration 41Q: 3 clusters Score -343025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -343027.093750 Penalty: 3893.264648
	Iteration 42Q: 3 clusters Score -343027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -343028.437500 Penalty: 3893.264648
	Iteration 43Q: 3 clusters Score -343028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -343029.468750 Penalty: 3893.264648
	Iteration 44Q: 3 clusters Score -343029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -343029.468750 Penalty: 3893.264648
	Iteration 45F: 3 clusters Score -343029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168379 members 
Entering Unmasked Estep 
Score: -22747790.000000 Penalty: 2984.425293
	Iteration 0F: 2 clusters Score -2.274779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -22637776.000000 Penalty: 5968.850586
	Iteration 0F: 3 clusters Score -2.263778e+07 nChanged 80810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -22685266.000000 Penalty: 5968.850586
	Iteration 1F: 3 clusters Score -2.268527e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -22687058.000000 Penalty: 5968.850586
	Iteration 2Q: 3 clusters Score -2.268706e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -22689968.000000 Penalty: 5968.850586
	Iteration 3Q: 3 clusters Score -2.268997e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -22694318.000000 Penalty: 5968.850586
	Iteration 4Q: 3 clusters Score -2.269432e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -22700336.000000 Penalty: 5968.850586
	Iteration 5F: 3 clusters Score -2.270034e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -22708556.000000 Penalty: 5968.850586
	Iteration 6F: 3 clusters Score -2.270856e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -22718046.000000 Penalty: 5968.850586
	Iteration 7F: 3 clusters Score -2.271805e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -22726404.000000 Penalty: 5968.850586
	Iteration 8F: 3 clusters Score -2.27264e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -22730794.000000 Penalty: 5968.850586
	Iteration 9F: 3 clusters Score -2.273079e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -22732540.000000 Penalty: 5968.850586
	Iteration 10Q: 3 clusters Score -2.273254e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -22733810.000000 Penalty: 5968.850586
	Iteration 11Q: 3 clusters Score -2.273381e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -22734664.000000 Penalty: 5968.850586
	Iteration 12Q: 3 clusters Score -2.273466e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -22735332.000000 Penalty: 5968.850586
	Iteration 13Q: 3 clusters Score -2.273533e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -22735846.000000 Penalty: 5968.850586
	Iteration 14Q: 3 clusters Score -2.273585e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -22736270.000000 Penalty: 5968.850586
	Iteration 15Q: 3 clusters Score -2.273627e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -22736636.000000 Penalty: 5968.850586
	Iteration 16Q: 3 clusters Score -2.273664e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -22736802.000000 Penalty: 5968.850586
	Iteration 17Q: 3 clusters Score -2.27368e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -22736956.000000 Penalty: 5968.850586
	Iteration 18Q: 3 clusters Score -2.273696e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -22737014.000000 Penalty: 5968.850586
	Iteration 19Q: 3 clusters Score -2.273701e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -22737178.000000 Penalty: 5968.850586
	Iteration 20F: 3 clusters Score -2.273718e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -22737242.000000 Penalty: 5968.850586
	Iteration 21Q: 3 clusters Score -2.273724e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -22737274.000000 Penalty: 5968.850586
	Iteration 22Q: 3 clusters Score -2.273727e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -22737308.000000 Penalty: 5968.850586
	Iteration 23Q: 3 clusters Score -2.273731e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -22737328.000000 Penalty: 5968.850586
	Iteration 24Q: 3 clusters Score -2.273733e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -22737314.000000 Penalty: 5968.850586
	Iteration 25Q: 3 clusters Score -2.273731e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -22737336.000000 Penalty: 5968.850586
	Iteration 26Q: 3 clusters Score -2.273734e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -22737328.000000 Penalty: 5968.850586
	Iteration 27Q: 3 clusters Score -2.273733e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -22737332.000000 Penalty: 5968.850586
	Iteration 28Q: 3 clusters Score -2.273733e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -22737358.000000 Penalty: 5968.850586
	Iteration 29Q: 3 clusters Score -2.273736e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -22737366.000000 Penalty: 5968.850586
	Iteration 30Q: 3 clusters Score -2.273737e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -22737376.000000 Penalty: 5968.850586
	Iteration 31Q: 3 clusters Score -2.273738e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -22737380.000000 Penalty: 5968.850586
	Iteration 32Q: 3 clusters Score -2.273738e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -22737400.000000 Penalty: 5968.850586
	Iteration 33Q: 3 clusters Score -2.27374e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -22737412.000000 Penalty: 5968.850586
	Iteration 34Q: 3 clusters Score -2.273741e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -22737408.000000 Penalty: 5968.850586
	Iteration 35Q: 3 clusters Score -2.273741e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -22737394.000000 Penalty: 5968.850586
	Iteration 36Q: 3 clusters Score -2.273739e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -22737416.000000 Penalty: 5968.850586
	Iteration 37Q: 3 clusters Score -2.273742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -22737428.000000 Penalty: 5968.850586
	Iteration 38Q: 3 clusters Score -2.273743e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -22737438.000000 Penalty: 5968.850586
	Iteration 39Q: 3 clusters Score -2.273744e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -22737450.000000 Penalty: 5968.850586
	Iteration 40F: 3 clusters Score -2.273745e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -22737454.000000 Penalty: 5968.850586
	Iteration 41Q: 3 clusters Score -2.273745e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -22737476.000000 Penalty: 5968.850586
	Iteration 42Q: 3 clusters Score -2.273748e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -22737424.000000 Penalty: 5968.850586
	Iteration 43Q: 3 clusters Score -2.273742e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -22737448.000000 Penalty: 5968.850586
	Iteration 44Q: 3 clusters Score -2.273745e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -22737454.000000 Penalty: 5968.850586
	Iteration 45Q: 3 clusters Score -2.273745e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -22737450.000000 Penalty: 5968.850586
	Iteration 46Q: 3 clusters Score -2.273745e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -22737434.000000 Penalty: 5968.850586
	Iteration 47Q: 3 clusters Score -2.273743e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -22737392.000000 Penalty: 5968.850586
	Iteration 48Q: 3 clusters Score -2.273739e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -22737372.000000 Penalty: 5968.850586
	Iteration 49Q: 3 clusters Score -2.273737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -22737410.000000 Penalty: 5968.850586
	Iteration 50Q: 3 clusters Score -2.273741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -22737392.000000 Penalty: 5968.850586
	Iteration 51Q: 3 clusters Score -2.273739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -22737392.000000 Penalty: 5968.850586
	Iteration 52Q: 3 clusters Score -2.273739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -22737412.000000 Penalty: 5968.850586
	Iteration 53Q: 3 clusters Score -2.273741e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -22737424.000000 Penalty: 5968.850586
	Iteration 54Q: 3 clusters Score -2.273742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -22737450.000000 Penalty: 5968.850586
	Iteration 55Q: 3 clusters Score -2.273745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -22737446.000000 Penalty: 5968.850586
	Iteration 56Q: 3 clusters Score -2.273745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -22737434.000000 Penalty: 5968.850586
	Iteration 57Q: 3 clusters Score -2.273743e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -22737420.000000 Penalty: 5968.850586
	Iteration 58Q: 3 clusters Score -2.273742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -22737432.000000 Penalty: 5968.850586
	Iteration 59Q: 3 clusters Score -2.273743e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -22737444.000000 Penalty: 5968.850586
	Iteration 60F: 3 clusters Score -2.273744e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -22737466.000000 Penalty: 5968.850586
	Iteration 61Q: 3 clusters Score -2.273747e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -22737458.000000 Penalty: 5968.850586
	Iteration 62Q: 3 clusters Score -2.273746e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -22737430.000000 Penalty: 5968.850586
	Iteration 63Q: 3 clusters Score -2.273743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -22737430.000000 Penalty: 5968.850586
	Iteration 64Q: 3 clusters Score -2.273743e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -22737442.000000 Penalty: 5968.850586
	Iteration 65Q: 3 clusters Score -2.273744e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -22737458.000000 Penalty: 5968.850586
	Iteration 66Q: 3 clusters Score -2.273746e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -22737478.000000 Penalty: 5968.850586
	Iteration 67Q: 3 clusters Score -2.273748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -22737472.000000 Penalty: 5968.850586
	Iteration 68Q: 3 clusters Score -2.273747e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -22737476.000000 Penalty: 5968.850586
	Iteration 69Q: 3 clusters Score -2.273748e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -22737468.000000 Penalty: 5968.850586
	Iteration 70Q: 3 clusters Score -2.273747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -22737502.000000 Penalty: 5968.850586
	Iteration 71Q: 3 clusters Score -2.27375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -22737500.000000 Penalty: 5968.850586
	Iteration 72Q: 3 clusters Score -2.27375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -22737516.000000 Penalty: 5968.850586
	Iteration 73Q: 3 clusters Score -2.273752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -22737514.000000 Penalty: 5968.850586
	Iteration 74Q: 3 clusters Score -2.273751e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -22737508.000000 Penalty: 5968.850586
	Iteration 75Q: 3 clusters Score -2.273751e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -22737472.000000 Penalty: 5968.850586
	Iteration 76Q: 3 clusters Score -2.273747e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -22737484.000000 Penalty: 5968.850586
	Iteration 77Q: 3 clusters Score -2.273748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -22737458.000000 Penalty: 5968.850586
	Iteration 78Q: 3 clusters Score -2.273746e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -22737458.000000 Penalty: 5968.850586
	Iteration 79Q: 3 clusters Score -2.273746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -22737478.000000 Penalty: 5968.850586
	Iteration 80F: 3 clusters Score -2.273748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -22737486.000000 Penalty: 5968.850586
	Iteration 81Q: 3 clusters Score -2.273749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -22737486.000000 Penalty: 5968.850586
	Iteration 82Q: 3 clusters Score -2.273749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -22737472.000000 Penalty: 5968.850586
	Iteration 83Q: 3 clusters Score -2.273747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -22737482.000000 Penalty: 5968.850586
	Iteration 84Q: 3 clusters Score -2.273748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -22737480.000000 Penalty: 5968.850586
	Iteration 85Q: 3 clusters Score -2.273748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -22737482.000000 Penalty: 5968.850586
	Iteration 86Q: 3 clusters Score -2.273748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -22737478.000000 Penalty: 5968.850586
	Iteration 87Q: 3 clusters Score -2.273748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -22737474.000000 Penalty: 5968.850586
	Iteration 88Q: 3 clusters Score -2.273747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -22737478.000000 Penalty: 5968.850586
	Iteration 89Q: 3 clusters Score -2.273748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -22737480.000000 Penalty: 5968.850586
	Iteration 90Q: 3 clusters Score -2.273748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -22737468.000000 Penalty: 5968.850586
	Iteration 91Q: 3 clusters Score -2.273747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -22737466.000000 Penalty: 5968.850586
	Iteration 92Q: 3 clusters Score -2.273747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -22737462.000000 Penalty: 5968.850586
	Iteration 93Q: 3 clusters Score -2.273746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -22737468.000000 Penalty: 5968.850586
	Iteration 94Q: 3 clusters Score -2.273747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -22737470.000000 Penalty: 5968.850586
	Iteration 95Q: 3 clusters Score -2.273747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -22737478.000000 Penalty: 5968.850586
	Iteration 96Q: 3 clusters Score -2.273748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -22737478.000000 Penalty: 5968.850586
	Iteration 97F: 3 clusters Score -2.273748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Entering Unmasked Estep 
Score: -22054726.000000 Penalty: 2976.154297
	Iteration 0F: 2 clusters Score -2.205473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -21948182.000000 Penalty: 5952.308594
	Iteration 0F: 3 clusters Score -2.194818e+07 nChanged 77825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -21993792.000000 Penalty: 5952.308594
	Iteration 1F: 3 clusters Score -2.199379e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -21994828.000000 Penalty: 5952.308594
	Iteration 2Q: 3 clusters Score -2.199483e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -21996152.000000 Penalty: 5952.308594
	Iteration 3Q: 3 clusters Score -2.199615e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -21997364.000000 Penalty: 5952.308594
	Iteration 4Q: 3 clusters Score -2.199736e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -21999622.000000 Penalty: 5952.308594
	Iteration 5Q: 3 clusters Score -2.199962e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5952.308594
	Iteration 6Q: 3 clusters Score -2.200297e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -22008162.000000 Penalty: 5952.308594
	Iteration 7F: 3 clusters Score -2.200816e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 113841 members 
Entering Unmasked Estep 
Score: -22014894.000000 Penalty: 5952.308594
	Iteration 8F: 3 clusters Score -2.201489e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 123217 members 
Entering Unmasked Estep 
Score: -22023324.000000 Penalty: 5952.308594
	Iteration 9F: 3 clusters Score -2.202332e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 131906 members 
Entering Unmasked Estep 
Score: -22031274.000000 Penalty: 5952.308594
	Iteration 10F: 3 clusters Score -2.203127e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -22037860.000000 Penalty: 5952.308594
	Iteration 11Q: 3 clusters Score -2.203786e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 143788 members 
Entering Unmasked Estep 
Score: -22042176.000000 Penalty: 5952.308594
	Iteration 12Q: 3 clusters Score -2.204218e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -22045222.000000 Penalty: 5952.308594
	Iteration 13Q: 3 clusters Score -2.204522e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -22047404.000000 Penalty: 5952.308594
	Iteration 14Q: 3 clusters Score -2.20474e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -22048934.000000 Penalty: 5952.308594
	Iteration 15Q: 3 clusters Score -2.204893e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -22049990.000000 Penalty: 5952.308594
	Iteration 16Q: 3 clusters Score -2.204999e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -22051034.000000 Penalty: 5952.308594
	Iteration 17Q: 3 clusters Score -2.205103e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -22051666.000000 Penalty: 5952.308594
	Iteration 18Q: 3 clusters Score -2.205167e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -22052072.000000 Penalty: 5952.308594
	Iteration 19Q: 3 clusters Score -2.205207e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -22052402.000000 Penalty: 5952.308594
	Iteration 20F: 3 clusters Score -2.20524e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 158315 members 
Entering Unmasked Estep 
Score: -22052658.000000 Penalty: 5952.308594
	Iteration 21Q: 3 clusters Score -2.205266e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 158742 members 
Entering Unmasked Estep 
Score: -22052876.000000 Penalty: 5952.308594
	Iteration 22Q: 3 clusters Score -2.205288e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -22052898.000000 Penalty: 5952.308594
	Iteration 23Q: 3 clusters Score -2.20529e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -22052888.000000 Penalty: 5952.308594
	Iteration 24Q: 3 clusters Score -2.205289e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -22052944.000000 Penalty: 5952.308594
	Iteration 25Q: 3 clusters Score -2.205294e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -22052952.000000 Penalty: 5952.308594
	Iteration 26Q: 3 clusters Score -2.205295e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 160088 members 
Entering Unmasked Estep 
Score: -22052968.000000 Penalty: 5952.308594
	Iteration 27Q: 3 clusters Score -2.205297e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 160268 members 
Entering Unmasked Estep 
Score: -22052980.000000 Penalty: 5952.308594
	Iteration 28Q: 3 clusters Score -2.205298e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -22052978.000000 Penalty: 5952.308594
	Iteration 29Q: 3 clusters Score -2.205298e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -22053026.000000 Penalty: 5952.308594
	Iteration 30Q: 3 clusters Score -2.205303e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -22052992.000000 Penalty: 5952.308594
	Iteration 31Q: 3 clusters Score -2.205299e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 160679 members 
Entering Unmasked Estep 
Score: -22052982.000000 Penalty: 5952.308594
	Iteration 32Q: 3 clusters Score -2.205298e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 160744 members 
Entering Unmasked Estep 
Score: -22052938.000000 Penalty: 5952.308594
	Iteration 33Q: 3 clusters Score -2.205294e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -22052954.000000 Penalty: 5952.308594
	Iteration 34Q: 3 clusters Score -2.205295e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -22052936.000000 Penalty: 5952.308594
	Iteration 35Q: 3 clusters Score -2.205294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -22052960.000000 Penalty: 5952.308594
	Iteration 36Q: 3 clusters Score -2.205296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 160948 members 
Entering Unmasked Estep 
Score: -22052986.000000 Penalty: 5952.308594
	Iteration 37Q: 3 clusters Score -2.205299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 160982 members 
Entering Unmasked Estep 
Score: -22052958.000000 Penalty: 5952.308594
	Iteration 38Q: 3 clusters Score -2.205296e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 161013 members 
Entering Unmasked Estep 
Score: -22052972.000000 Penalty: 5952.308594
	Iteration 39Q: 3 clusters Score -2.205297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 161041 members 
Entering Unmasked Estep 
Score: -22052956.000000 Penalty: 5952.308594
	Iteration 40F: 3 clusters Score -2.205296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -22052940.000000 Penalty: 5952.308594
	Iteration 41Q: 3 clusters Score -2.205294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -22052940.000000 Penalty: 5952.308594
	Iteration 42Q: 3 clusters Score -2.205294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -22052936.000000 Penalty: 5952.308594
	Iteration 43Q: 3 clusters Score -2.205294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -22052912.000000 Penalty: 5952.308594
	Iteration 44Q: 3 clusters Score -2.205291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -22052916.000000 Penalty: 5952.308594
	Iteration 45Q: 3 clusters Score -2.205292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 161195 members 
Entering Unmasked Estep 
Score: -22052924.000000 Penalty: 5952.308594
	Iteration 46Q: 3 clusters Score -2.205292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 161215 members 
Entering Unmasked Estep 
Score: -22052912.000000 Penalty: 5952.308594
	Iteration 47Q: 3 clusters Score -2.205291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 161229 members 
Entering Unmasked Estep 
Score: -22052892.000000 Penalty: 5952.308594
	Iteration 48Q: 3 clusters Score -2.205289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 161238 members 
Entering Unmasked Estep 
Score: -22052902.000000 Penalty: 5952.308594
	Iteration 49Q: 3 clusters Score -2.20529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -22052894.000000 Penalty: 5952.308594
	Iteration 50Q: 3 clusters Score -2.205289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -22052916.000000 Penalty: 5952.308594
	Iteration 51Q: 3 clusters Score -2.205292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -22052914.000000 Penalty: 5952.308594
	Iteration 52Q: 3 clusters Score -2.205291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -22052914.000000 Penalty: 5952.308594
	Iteration 53Q: 3 clusters Score -2.205291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 161293 members 
Entering Unmasked Estep 
Score: -22052894.000000 Penalty: 5952.308594
	Iteration 54Q: 3 clusters Score -2.205289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 161307 members 
Entering Unmasked Estep 
Score: -22052892.000000 Penalty: 5952.308594
	Iteration 55Q: 3 clusters Score -2.205289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 161316 members 
Entering Unmasked Estep 
Score: -22052896.000000 Penalty: 5952.308594
	Iteration 56Q: 3 clusters Score -2.20529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 161329 members 
Entering Unmasked Estep 
Score: -22052882.000000 Penalty: 5952.308594
	Iteration 57Q: 3 clusters Score -2.205288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 161337 members 
Entering Unmasked Estep 
Score: -22052874.000000 Penalty: 5952.308594
	Iteration 58Q: 3 clusters Score -2.205287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -22052876.000000 Penalty: 5952.308594
	Iteration 59Q: 3 clusters Score -2.205288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -22052860.000000 Penalty: 5952.308594
	Iteration 60F: 3 clusters Score -2.205286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -22052866.000000 Penalty: 5952.308594
	Iteration 61Q: 3 clusters Score -2.205287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -22052862.000000 Penalty: 5952.308594
	Iteration 62Q: 3 clusters Score -2.205286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -22052840.000000 Penalty: 5952.308594
	Iteration 63Q: 3 clusters Score -2.205284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -22052844.000000 Penalty: 5952.308594
	Iteration 64Q: 3 clusters Score -2.205284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -22052844.000000 Penalty: 5952.308594
	Iteration 65Q: 3 clusters Score -2.205284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -22052834.000000 Penalty: 5952.308594
	Iteration 66Q: 3 clusters Score -2.205283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -22052840.000000 Penalty: 5952.308594
	Iteration 67Q: 3 clusters Score -2.205284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -22052840.000000 Penalty: 5952.308594
	Iteration 68Q: 3 clusters Score -2.205284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -22052844.000000 Penalty: 5952.308594
	Iteration 69Q: 3 clusters Score -2.205284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -22052844.000000 Penalty: 5952.308594
	Iteration 70F: 3 clusters Score -2.205284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168210 members 
Entering Unmasked Estep 
Score: -22773588.000000 Penalty: 2984.176270
	Iteration 0F: 2 clusters Score -2.277359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -22665060.000000 Penalty: 5968.352539
	Iteration 0F: 3 clusters Score -2.266506e+07 nChanged 80592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -22711678.000000 Penalty: 5968.352539
	Iteration 1F: 3 clusters Score -2.271168e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -22712754.000000 Penalty: 5968.352539
	Iteration 2Q: 3 clusters Score -2.271275e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -22714462.000000 Penalty: 5968.352539
	Iteration 3Q: 3 clusters Score -2.271446e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -22717160.000000 Penalty: 5968.352539
	Iteration 4Q: 3 clusters Score -2.271716e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -22721294.000000 Penalty: 5968.352539
	Iteration 5Q: 3 clusters Score -2.272129e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -22726932.000000 Penalty: 5968.352539
	Iteration 6F: 3 clusters Score -2.272693e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -22733532.000000 Penalty: 5968.352539
	Iteration 7F: 3 clusters Score -2.273353e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -22740478.000000 Penalty: 5968.352539
	Iteration 8F: 3 clusters Score -2.274048e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -22746574.000000 Penalty: 5968.352539
	Iteration 9F: 3 clusters Score -2.274657e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111663 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -22751064.000000 Penalty: 5968.352539
	Iteration 10F: 3 clusters Score -2.275106e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -22753584.000000 Penalty: 5968.352539
	Iteration 11Q: 3 clusters Score -2.275358e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -22754810.000000 Penalty: 5968.352539
	Iteration 12Q: 3 clusters Score -2.275481e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -22755432.000000 Penalty: 5968.352539
	Iteration 13Q: 3 clusters Score -2.275543e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -22755906.000000 Penalty: 5968.352539
	Iteration 14Q: 3 clusters Score -2.275591e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -22756328.000000 Penalty: 5968.352539
	Iteration 15Q: 3 clusters Score -2.275633e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117562 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -22756524.000000 Penalty: 5968.352539
	Iteration 16Q: 3 clusters Score -2.275652e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -22756828.000000 Penalty: 5968.352539
	Iteration 17Q: 3 clusters Score -2.275683e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -22757200.000000 Penalty: 5968.352539
	Iteration 18Q: 3 clusters Score -2.27572e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -22757466.000000 Penalty: 5968.352539
	Iteration 19Q: 3 clusters Score -2.275747e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121341 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -22757736.000000 Penalty: 5968.352539
	Iteration 20F: 3 clusters Score -2.275774e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -22757966.000000 Penalty: 5968.352539
	Iteration 21Q: 3 clusters Score -2.275797e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -22758226.000000 Penalty: 5968.352539
	Iteration 22Q: 3 clusters Score -2.275823e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124273 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -22758536.000000 Penalty: 5968.352539
	Iteration 23Q: 3 clusters Score -2.275854e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -22758784.000000 Penalty: 5968.352539
	Iteration 24Q: 3 clusters Score -2.275878e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126262 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -22759024.000000 Penalty: 5968.352539
	Iteration 25Q: 3 clusters Score -2.275902e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127288 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -22759258.000000 Penalty: 5968.352539
	Iteration 26Q: 3 clusters Score -2.275926e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128356 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -22759446.000000 Penalty: 5968.352539
	Iteration 27Q: 3 clusters Score -2.275945e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129391 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -22759724.000000 Penalty: 5968.352539
	Iteration 28Q: 3 clusters Score -2.275972e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -22759950.000000 Penalty: 5968.352539
	Iteration 29Q: 3 clusters Score -2.275995e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -22760320.000000 Penalty: 5968.352539
	Iteration 30Q: 3 clusters Score -2.276032e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132696 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -22760442.000000 Penalty: 5968.352539
	Iteration 31Q: 3 clusters Score -2.276044e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133772 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -22760624.000000 Penalty: 5968.352539
	Iteration 32Q: 3 clusters Score -2.276062e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134847 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -22760852.000000 Penalty: 5968.352539
	Iteration 33Q: 3 clusters Score -2.276085e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -22761172.000000 Penalty: 5968.352539
	Iteration 34Q: 3 clusters Score -2.276117e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137245 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -22761506.000000 Penalty: 5968.352539
	Iteration 35Q: 3 clusters Score -2.276151e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -22761970.000000 Penalty: 5968.352539
	Iteration 36Q: 3 clusters Score -2.276197e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139832 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -22762300.000000 Penalty: 5968.352539
	Iteration 37Q: 3 clusters Score -2.27623e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -22762576.000000 Penalty: 5968.352539
	Iteration 38Q: 3 clusters Score -2.276258e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -22763018.000000 Penalty: 5968.352539
	Iteration 39Q: 3 clusters Score -2.276302e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -22763418.000000 Penalty: 5968.352539
	Iteration 40F: 3 clusters Score -2.276342e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145170 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -22763838.000000 Penalty: 5968.352539
	Iteration 41Q: 3 clusters Score -2.276384e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146467 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -22764206.000000 Penalty: 5968.352539
	Iteration 42Q: 3 clusters Score -2.276421e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -22764640.000000 Penalty: 5968.352539
	Iteration 43Q: 3 clusters Score -2.276464e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -22765088.000000 Penalty: 5968.352539
	Iteration 44Q: 3 clusters Score -2.276509e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -22765428.000000 Penalty: 5968.352539
	Iteration 45Q: 3 clusters Score -2.276543e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -22765894.000000 Penalty: 5968.352539
	Iteration 46Q: 3 clusters Score -2.276589e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -22766282.000000 Penalty: 5968.352539
	Iteration 47Q: 3 clusters Score -2.276628e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153856 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -22766648.000000 Penalty: 5968.352539
	Iteration 48Q: 3 clusters Score -2.276665e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -22767042.000000 Penalty: 5968.352539
	Iteration 49Q: 3 clusters Score -2.276704e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155923 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -22767352.000000 Penalty: 5968.352539
	Iteration 50Q: 3 clusters Score -2.276735e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -22767660.000000 Penalty: 5968.352539
	Iteration 51Q: 3 clusters Score -2.276766e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -22767940.000000 Penalty: 5968.352539
	Iteration 52Q: 3 clusters Score -2.276794e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -22768126.000000 Penalty: 5968.352539
	Iteration 53Q: 3 clusters Score -2.276813e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -22768466.000000 Penalty: 5968.352539
	Iteration 54Q: 3 clusters Score -2.276847e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -22768724.000000 Penalty: 5968.352539
	Iteration 55Q: 3 clusters Score -2.276872e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -22769000.000000 Penalty: 5968.352539
	Iteration 56Q: 3 clusters Score -2.2769e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -22769102.000000 Penalty: 5968.352539
	Iteration 57Q: 3 clusters Score -2.27691e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -22769186.000000 Penalty: 5968.352539
	Iteration 58Q: 3 clusters Score -2.276919e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -22769414.000000 Penalty: 5968.352539
	Iteration 59Q: 3 clusters Score -2.276941e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162161 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -22769590.000000 Penalty: 5968.352539
	Iteration 60F: 3 clusters Score -2.276959e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -22769714.000000 Penalty: 5968.352539
	Iteration 61Q: 3 clusters Score -2.276971e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -22769788.000000 Penalty: 5968.352539
	Iteration 62Q: 3 clusters Score -2.276979e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -22769872.000000 Penalty: 5968.352539
	Iteration 63Q: 3 clusters Score -2.276987e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163364 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -22769914.000000 Penalty: 5968.352539
	Iteration 64Q: 3 clusters Score -2.276991e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -22770008.000000 Penalty: 5968.352539
	Iteration 65Q: 3 clusters Score -2.277001e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -22770038.000000 Penalty: 5968.352539
	Iteration 66Q: 3 clusters Score -2.277004e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -22770096.000000 Penalty: 5968.352539
	Iteration 67Q: 3 clusters Score -2.27701e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -22770170.000000 Penalty: 5968.352539
	Iteration 68Q: 3 clusters Score -2.277017e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -22770188.000000 Penalty: 5968.352539
	Iteration 69Q: 3 clusters Score -2.277019e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -22770182.000000 Penalty: 5968.352539
	Iteration 70Q: 3 clusters Score -2.277018e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -22770212.000000 Penalty: 5968.352539
	Iteration 71Q: 3 clusters Score -2.277021e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164560 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -22770248.000000 Penalty: 5968.352539
	Iteration 72Q: 3 clusters Score -2.277025e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164652 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -22770294.000000 Penalty: 5968.352539
	Iteration 73Q: 3 clusters Score -2.277029e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -22770336.000000 Penalty: 5968.352539
	Iteration 74Q: 3 clusters Score -2.277034e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22770396.000000 Penalty: 5968.352539
	Iteration 75Q: 3 clusters Score -2.27704e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -22770376.000000 Penalty: 5968.352539
	Iteration 76Q: 3 clusters Score -2.277038e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -22770396.000000 Penalty: 5968.352539
	Iteration 77Q: 3 clusters Score -2.27704e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -22770400.000000 Penalty: 5968.352539
	Iteration 78Q: 3 clusters Score -2.27704e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165065 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -22770422.000000 Penalty: 5968.352539
	Iteration 79Q: 3 clusters Score -2.277042e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -22770454.000000 Penalty: 5968.352539
	Iteration 80F: 3 clusters Score -2.277045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -22770484.000000 Penalty: 5968.352539
	Iteration 81Q: 3 clusters Score -2.277048e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22770514.000000 Penalty: 5968.352539
	Iteration 82Q: 3 clusters Score -2.277051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -22770532.000000 Penalty: 5968.352539
	Iteration 83Q: 3 clusters Score -2.277053e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -22770562.000000 Penalty: 5968.352539
	Iteration 84Q: 3 clusters Score -2.277056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -22770554.000000 Penalty: 5968.352539
	Iteration 85Q: 3 clusters Score -2.277055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22770562.000000 Penalty: 5968.352539
	Iteration 86Q: 3 clusters Score -2.277056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22770600.000000 Penalty: 5968.352539
	Iteration 87Q: 3 clusters Score -2.27706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22770596.000000 Penalty: 5968.352539
	Iteration 88Q: 3 clusters Score -2.27706e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22770608.000000 Penalty: 5968.352539
	Iteration 89Q: 3 clusters Score -2.277061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22770616.000000 Penalty: 5968.352539
	Iteration 90Q: 3 clusters Score -2.277062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22770622.000000 Penalty: 5968.352539
	Iteration 91Q: 3 clusters Score -2.277062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22770640.000000 Penalty: 5968.352539
	Iteration 92Q: 3 clusters Score -2.277064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22770648.000000 Penalty: 5968.352539
	Iteration 93Q: 3 clusters Score -2.277065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22770662.000000 Penalty: 5968.352539
	Iteration 94Q: 3 clusters Score -2.277066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22770666.000000 Penalty: 5968.352539
	Iteration 95Q: 3 clusters Score -2.277067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165598 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -22770682.000000 Penalty: 5968.352539
	Iteration 96Q: 3 clusters Score -2.277068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -22770690.000000 Penalty: 5968.352539
	Iteration 97Q: 3 clusters Score -2.277069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22770686.000000 Penalty: 5968.352539
	Iteration 98Q: 3 clusters Score -2.277069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -22770696.000000 Penalty: 5968.352539
	Iteration 99Q: 3 clusters Score -2.27707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22770696.000000 Penalty: 5968.352539
	Iteration 100F: 3 clusters Score -2.27707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22770696.000000 Penalty: 5968.352539
	Iteration 101Q: 3 clusters Score -2.27707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165668 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -22770714.000000 Penalty: 5968.352539
	Iteration 102Q: 3 clusters Score -2.277071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -22770740.000000 Penalty: 5968.352539
	Iteration 103Q: 3 clusters Score -2.277074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22770756.000000 Penalty: 5968.352539
	Iteration 104Q: 3 clusters Score -2.277076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22770758.000000 Penalty: 5968.352539
	Iteration 105Q: 3 clusters Score -2.277076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22770756.000000 Penalty: 5968.352539
	Iteration 106Q: 3 clusters Score -2.277076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -22770770.000000 Penalty: 5968.352539
	Iteration 107Q: 3 clusters Score -2.277077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -22770768.000000 Penalty: 5968.352539
	Iteration 108Q: 3 clusters Score -2.277077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22770776.000000 Penalty: 5968.352539
	Iteration 109Q: 3 clusters Score -2.277078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22770784.000000 Penalty: 5968.352539
	Iteration 110Q: 3 clusters Score -2.277078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22770766.000000 Penalty: 5968.352539
	Iteration 111Q: 3 clusters Score -2.277077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165778 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -22770780.000000 Penalty: 5968.352539
	Iteration 112Q: 3 clusters Score -2.277078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -22770778.000000 Penalty: 5968.352539
	Iteration 113Q: 3 clusters Score -2.277078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22770790.000000 Penalty: 5968.352539
	Iteration 114Q: 3 clusters Score -2.277079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165789 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22770788.000000 Penalty: 5968.352539
	Iteration 115Q: 3 clusters Score -2.277079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -22770794.000000 Penalty: 5968.352539
	Iteration 116Q: 3 clusters Score -2.277079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22770806.000000 Penalty: 5968.352539
	Iteration 117Q: 3 clusters Score -2.277081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22770806.000000 Penalty: 5968.352539
	Iteration 118F: 3 clusters Score -2.277081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Entering Unmasked Estep 
Score: -6088700.000000 Penalty: 2655.594482
	Iteration 0F: 2 clusters Score -6088700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6058432.500000 Penalty: 5311.188965
	Iteration 0F: 3 clusters Score -6058432 nChanged 20628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -6069937.500000 Penalty: 5311.188965
	Iteration 1F: 3 clusters Score -6069938 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6070576.500000 Penalty: 5311.188965
	Iteration 2Q: 3 clusters Score -6070576 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -6071252.500000 Penalty: 5311.188965
	Iteration 3Q: 3 clusters Score -6071252 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -6072053.500000 Penalty: 5311.188965
	Iteration 4Q: 3 clusters Score -6072054 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6073058.000000 Penalty: 5311.188965
	Iteration 5Q: 3 clusters Score -6073058 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6074402.000000 Penalty: 5311.188965
	Iteration 6F: 3 clusters Score -6074402 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6075968.500000 Penalty: 5311.188965
	Iteration 7F: 3 clusters Score -6075968 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -6077894.000000 Penalty: 5311.188965
	Iteration 8F: 3 clusters Score -6077894 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -6079922.500000 Penalty: 5311.188965
	Iteration 9F: 3 clusters Score -6079922 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -6081798.500000 Penalty: 5311.188965
	Iteration 10F: 3 clusters Score -6081798 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -6083254.000000 Penalty: 5311.188965
	Iteration 11Q: 3 clusters Score -6083254 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6084147.000000 Penalty: 5311.188965
	Iteration 12Q: 3 clusters Score -6084147 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -6084755.500000 Penalty: 5311.188965
	Iteration 13Q: 3 clusters Score -6084756 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6085179.000000 Penalty: 5311.188965
	Iteration 14Q: 3 clusters Score -6085179 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6085440.500000 Penalty: 5311.188965
	Iteration 15Q: 3 clusters Score -6085440 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6085651.500000 Penalty: 5311.188965
	Iteration 16Q: 3 clusters Score -6085652 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6085822.000000 Penalty: 5311.188965
	Iteration 17Q: 3 clusters Score -6085822 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6085981.500000 Penalty: 5311.188965
	Iteration 18Q: 3 clusters Score -6085982 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6086069.000000 Penalty: 5311.188965
	Iteration 19Q: 3 clusters Score -6086069 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6086149.000000 Penalty: 5311.188965
	Iteration 20F: 3 clusters Score -6086149 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6086250.500000 Penalty: 5311.188965
	Iteration 21Q: 3 clusters Score -6086250 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6086328.500000 Penalty: 5311.188965
	Iteration 22Q: 3 clusters Score -6086328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6086410.000000 Penalty: 5311.188965
	Iteration 23Q: 3 clusters Score -6086410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6086467.000000 Penalty: 5311.188965
	Iteration 24Q: 3 clusters Score -6086467 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6086541.000000 Penalty: 5311.188965
	Iteration 25Q: 3 clusters Score -6086541 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6086560.000000 Penalty: 5311.188965
	Iteration 26Q: 3 clusters Score -6086560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6086591.000000 Penalty: 5311.188965
	Iteration 27Q: 3 clusters Score -6086591 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6086592.000000 Penalty: 5311.188965
	Iteration 28Q: 3 clusters Score -6086592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6086628.000000 Penalty: 5311.188965
	Iteration 29Q: 3 clusters Score -6086628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6086647.000000 Penalty: 5311.188965
	Iteration 30Q: 3 clusters Score -6086647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6086674.000000 Penalty: 5311.188965
	Iteration 31Q: 3 clusters Score -6086674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6086681.500000 Penalty: 5311.188965
	Iteration 32Q: 3 clusters Score -6086682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6086711.500000 Penalty: 5311.188965
	Iteration 33Q: 3 clusters Score -6086712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6086735.500000 Penalty: 5311.188965
	Iteration 34Q: 3 clusters Score -6086736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6086761.000000 Penalty: 5311.188965
	Iteration 35Q: 3 clusters Score -6086761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6086771.000000 Penalty: 5311.188965
	Iteration 36Q: 3 clusters Score -6086771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6086783.000000 Penalty: 5311.188965
	Iteration 37Q: 3 clusters Score -6086783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6086790.500000 Penalty: 5311.188965
	Iteration 38Q: 3 clusters Score -6086790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6086790.500000 Penalty: 5311.188965
	Iteration 39Q: 3 clusters Score -6086790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6086808.500000 Penalty: 5311.188965
	Iteration 40F: 3 clusters Score -6086808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6086810.500000 Penalty: 5311.188965
	Iteration 41Q: 3 clusters Score -6086810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6086817.500000 Penalty: 5311.188965
	Iteration 42Q: 3 clusters Score -6086818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6086830.500000 Penalty: 5311.188965
	Iteration 43Q: 3 clusters Score -6086830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6086843.500000 Penalty: 5311.188965
	Iteration 44Q: 3 clusters Score -6086844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6086841.500000 Penalty: 5311.188965
	Iteration 45Q: 3 clusters Score -6086842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6086842.000000 Penalty: 5311.188965
	Iteration 46Q: 3 clusters Score -6086842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6086848.000000 Penalty: 5311.188965
	Iteration 47Q: 3 clusters Score -6086848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6086852.000000 Penalty: 5311.188965
	Iteration 48Q: 3 clusters Score -6086852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6086850.500000 Penalty: 5311.188965
	Iteration 49Q: 3 clusters Score -6086850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6086854.500000 Penalty: 5311.188965
	Iteration 50Q: 3 clusters Score -6086854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6086858.000000 Penalty: 5311.188965
	Iteration 51Q: 3 clusters Score -6086858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6086850.500000 Penalty: 5311.188965
	Iteration 52Q: 3 clusters Score -6086850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6086856.000000 Penalty: 5311.188965
	Iteration 53Q: 3 clusters Score -6086856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6086857.000000 Penalty: 5311.188965
	Iteration 54Q: 3 clusters Score -6086857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6086872.500000 Penalty: 5311.188965
	Iteration 55Q: 3 clusters Score -6086872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6086878.000000 Penalty: 5311.188965
	Iteration 56Q: 3 clusters Score -6086878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6086878.000000 Penalty: 5311.188965
	Iteration 57Q: 3 clusters Score -6086878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6086882.000000 Penalty: 5311.188965
	Iteration 58Q: 3 clusters Score -6086882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6086885.500000 Penalty: 5311.188965
	Iteration 59Q: 3 clusters Score -6086886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6086891.000000 Penalty: 5311.188965
	Iteration 60F: 3 clusters Score -6086891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6086887.500000 Penalty: 5311.188965
	Iteration 61Q: 3 clusters Score -6086888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6086896.500000 Penalty: 5311.188965
	Iteration 62Q: 3 clusters Score -6086896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6086889.000000 Penalty: 5311.188965
	Iteration 63Q: 3 clusters Score -6086889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6086892.000000 Penalty: 5311.188965
	Iteration 64Q: 3 clusters Score -6086892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6086893.000000 Penalty: 5311.188965
	Iteration 65Q: 3 clusters Score -6086893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6086897.500000 Penalty: 5311.188965
	Iteration 66Q: 3 clusters Score -6086898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6086896.500000 Penalty: 5311.188965
	Iteration 67Q: 3 clusters Score -6086896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6086896.500000 Penalty: 5311.188965
	Iteration 68F: 3 clusters Score -6086896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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 116 members 
Entering Unmasked Estep 
Score: -21709.265625 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21709.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21869.214844 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21869.21 nChanged 11
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: -21996.744141 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21996.74 nChanged 7
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: -22075.476562 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -22075.48 nChanged 7
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: -22148.062500 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -22148.06 nChanged 6
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: -22240.156250 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -22240.16 nChanged 5
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: -22285.546875 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -22285.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22353.599609 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -22353.6 nChanged 4
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: -22450.953125 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -22450.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22482.339844 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -22482.34 nChanged 2
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: -22512.654297 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -22512.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22531.906250 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -22531.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22552.345703 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -22552.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22566.250000 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -22566.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22615.232422 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -22615.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22676.664062 Penalty: 2688.585449
	Iteration 15Q: 3 clusters Score -22676.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22682.261719 Penalty: 2688.585449
	Iteration 16Q: 3 clusters Score -22682.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22682.261719 Penalty: 2688.585449
	Iteration 17F: 3 clusters Score -22682.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 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 328 members 
Entering Unmasked Estep 
Score: -80171.585938 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80171.59 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80513.234375 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80513.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80637.382812 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80637.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80711.648438 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80711.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80757.226562 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80757.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80789.093750 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -80789.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80818.648438 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -80818.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80833.789062 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -80833.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80852.781250 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -80852.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80863.976562 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -80863.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80868.476562 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -80868.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80873.648438 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -80873.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80874.250000 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -80874.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80874.890625 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -80874.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80874.890625 Penalty: 3249.335693
	Iteration 14F: 3 clusters Score -80874.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -42480.136719 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -42480.14 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 210 members 
Entering Unmasked Estep 
Score: -41145.156250 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -41145.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41373.015625 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -41373.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41514.648438 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -41514.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41610.140625 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -41610.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41717.808594 Penalty: 3034.576172
	Iteration 4F: 3 clusters Score -41717.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41826.757812 Penalty: 3034.576172
	Iteration 5F: 3 clusters Score -41826.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42002.527344 Penalty: 3034.576172
	Iteration 6F: 3 clusters Score -42002.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -42235.183594 Penalty: 3034.576172
	Iteration 7F: 3 clusters Score -42235.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42490.710938 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -42490.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42596.472656 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -42596.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42615.964844 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -42615.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42622.687500 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -42622.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42622.687500 Penalty: 3034.576172
	Iteration 12F: 3 clusters Score -42622.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128324 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 71649 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46252 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168379 members 
Mstep: Class 22 contains 162856 members 
Mstep: Class 23 contains 168210 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 379 members 
Entering Unmasked Estep 
Score: -126428800.000000 Penalty: 99042.679688
Splitting cluster 27 changes total score from -126430448.000000 to -126428800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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: -9216.600586 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9216.601 nChanged 1
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: -9231.939453 Penalty: 2279.179443
	Iteration 1Q: 3 clusters Score -9231.939 nChanged 1
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: -9246.158203 Penalty: 2279.179443
	Iteration 2Q: 3 clusters Score -9246.158 nChanged 1
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: -9275.592773 Penalty: 2279.179443
	Iteration 3Q: 3 clusters Score -9275.593 nChanged 1
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: -9290.969727 Penalty: 2279.179443
	Iteration 4Q: 3 clusters Score -9290.97 nChanged 0
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: -9290.969727 Penalty: 2279.179443
	Iteration 5F: 3 clusters Score -9290.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128324 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 71649 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46252 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168379 members 
Mstep: Class 22 contains 162856 members 
Mstep: Class 23 contains 168210 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430672.000000 Penalty: 95627.414062
Iteration 159Q: 29 clusters Score -1.264307e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128309 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23620 members 
Mstep: Class 16 contains 71645 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46265 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168381 members 
Mstep: Class 22 contains 162824 members 
Mstep: Class 23 contains 168210 members 
Mstep: Class 24 contains 44712 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430648.000000 Penalty: 95627.414062
Iteration 160F: 29 clusters Score -1.264306e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 11090 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128301 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23633 members 
Mstep: Class 16 contains 71649 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46272 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168370 members 
Mstep: Class 22 contains 162811 members 
Mstep: Class 23 contains 168203 members 
Mstep: Class 24 contains 44711 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430712.000000 Penalty: 95627.414062
Iteration 161Q: 29 clusters Score -1.264307e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18833 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 11087 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128290 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23634 members 
Mstep: Class 16 contains 71659 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46279 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168373 members 
Mstep: Class 22 contains 162804 members 
Mstep: Class 23 contains 168204 members 
Mstep: Class 24 contains 44702 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430632.000000 Penalty: 95627.414062
Iteration 162Q: 29 clusters Score -1.264306e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18835 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 11086 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128293 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23644 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46293 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168370 members 
Mstep: Class 22 contains 162766 members 
Mstep: Class 23 contains 168210 members 
Mstep: Class 24 contains 44693 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430568.000000 Penalty: 95627.414062
Iteration 163Q: 29 clusters Score -1.264306e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18840 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21670 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128300 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23647 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46296 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168385 members 
Mstep: Class 22 contains 162734 members 
Mstep: Class 23 contains 168212 members 
Mstep: Class 24 contains 44683 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430576.000000 Penalty: 95627.414062
Iteration 164Q: 29 clusters Score -1.264306e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18839 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21668 members 
Mstep: Class 9 contains 11081 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128314 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23651 members 
Mstep: Class 16 contains 71674 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46298 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168367 members 
Mstep: Class 22 contains 162720 members 
Mstep: Class 23 contains 168219 members 
Mstep: Class 24 contains 44687 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430536.000000 Penalty: 95627.414062
Iteration 165Q: 29 clusters Score -1.264305e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18841 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21663 members 
Mstep: Class 9 contains 11081 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128303 members 
Mstep: Class 12 contains 11429 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23653 members 
Mstep: Class 16 contains 71679 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46310 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168340 members 
Mstep: Class 22 contains 162716 members 
Mstep: Class 23 contains 168233 members 
Mstep: Class 24 contains 44686 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430720.000000 Penalty: 95627.414062
Iteration 166Q: 29 clusters Score -1.264307e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18842 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21659 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128298 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 71688 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 46318 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168311 members 
Mstep: Class 22 contains 162721 members 
Mstep: Class 23 contains 168245 members 
Mstep: Class 24 contains 44684 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430696.000000 Penalty: 95627.414062
Iteration 167Q: 29 clusters Score -1.264307e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18841 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21658 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128314 members 
Mstep: Class 12 contains 11436 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23658 members 
Mstep: Class 16 contains 71686 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 11277 members 
Mstep: Class 19 contains 46324 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168315 members 
Mstep: Class 22 contains 162719 members 
Mstep: Class 23 contains 168214 members 
Mstep: Class 24 contains 44691 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430760.000000 Penalty: 95627.414062
Iteration 168Q: 29 clusters Score -1.264308e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18845 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21654 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128323 members 
Mstep: Class 12 contains 11443 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23660 members 
Mstep: Class 16 contains 71687 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46324 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168341 members 
Mstep: Class 22 contains 162702 members 
Mstep: Class 23 contains 168182 members 
Mstep: Class 24 contains 44699 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430744.000000 Penalty: 95627.414062
Iteration 169Q: 29 clusters Score -1.264307e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18847 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21650 members 
Mstep: Class 9 contains 11067 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128336 members 
Mstep: Class 12 contains 11447 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23669 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 46329 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168348 members 
Mstep: Class 22 contains 162657 members 
Mstep: Class 23 contains 168187 members 
Mstep: Class 24 contains 44698 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430688.000000 Penalty: 95627.414062
Iteration 170Q: 29 clusters Score -1.264307e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21642 members 
Mstep: Class 9 contains 11062 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128359 members 
Mstep: Class 12 contains 11448 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23681 members 
Mstep: Class 16 contains 71704 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 46335 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168347 members 
Mstep: Class 22 contains 162599 members 
Mstep: Class 23 contains 168200 members 
Mstep: Class 24 contains 44696 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430728.000000 Penalty: 95627.414062
Iteration 171Q: 29 clusters Score -1.264307e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21639 members 
Mstep: Class 9 contains 11057 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128386 members 
Mstep: Class 12 contains 11442 members 
Mstep: Class 13 contains 2481 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23695 members 
Mstep: Class 16 contains 71709 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 46338 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168354 members 
Mstep: Class 22 contains 162569 members 
Mstep: Class 23 contains 168180 members 
Mstep: Class 24 contains 44691 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430824.000000 Penalty: 95627.414062
Iteration 172Q: 29 clusters Score -1.264308e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20561 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 18851 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21633 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128408 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23708 members 
Mstep: Class 16 contains 71724 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 46336 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168338 members 
Mstep: Class 22 contains 162562 members 
Mstep: Class 23 contains 168163 members 
Mstep: Class 24 contains 44685 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430880.000000 Penalty: 95627.414062
Iteration 173Q: 29 clusters Score -1.264309e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 18853 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21630 members 
Mstep: Class 9 contains 11044 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128424 members 
Mstep: Class 12 contains 11443 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23716 members 
Mstep: Class 16 contains 71732 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46332 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168346 members 
Mstep: Class 22 contains 162529 members 
Mstep: Class 23 contains 168166 members 
Mstep: Class 24 contains 44678 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430848.000000 Penalty: 95627.414062
Iteration 174Q: 29 clusters Score -1.264308e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21628 members 
Mstep: Class 9 contains 11039 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128437 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23719 members 
Mstep: Class 16 contains 71741 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46334 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168324 members 
Mstep: Class 22 contains 162545 members 
Mstep: Class 23 contains 168164 members 
Mstep: Class 24 contains 44667 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430936.000000 Penalty: 95627.414062
Iteration 175Q: 29 clusters Score -1.264309e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20561 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21626 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128446 members 
Mstep: Class 12 contains 11449 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23730 members 
Mstep: Class 16 contains 71755 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 46342 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168298 members 
Mstep: Class 22 contains 162559 members 
Mstep: Class 23 contains 168153 members 
Mstep: Class 24 contains 44656 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430864.000000 Penalty: 95627.414062
Iteration 176Q: 29 clusters Score -1.264309e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21624 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128471 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23734 members 
Mstep: Class 16 contains 71768 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 46340 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168261 members 
Mstep: Class 22 contains 162566 members 
Mstep: Class 23 contains 168151 members 
Mstep: Class 24 contains 44657 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430776.000000 Penalty: 95627.414062
Iteration 177Q: 29 clusters Score -1.264308e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21621 members 
Mstep: Class 9 contains 11008 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128491 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23743 members 
Mstep: Class 16 contains 71786 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 46337 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168234 members 
Mstep: Class 22 contains 162554 members 
Mstep: Class 23 contains 168143 members 
Mstep: Class 24 contains 44658 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430920.000000 Penalty: 95627.414062
Iteration 178Q: 29 clusters Score -1.264309e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21620 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128492 members 
Mstep: Class 12 contains 11464 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23754 members 
Mstep: Class 16 contains 71794 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 46342 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168234 members 
Mstep: Class 22 contains 162544 members 
Mstep: Class 23 contains 168123 members 
Mstep: Class 24 contains 44665 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431072.000000 Penalty: 95627.414062
Iteration 179Q: 29 clusters Score -1.264311e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20561 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21618 members 
Mstep: Class 9 contains 10991 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128497 members 
Mstep: Class 12 contains 11466 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23758 members 
Mstep: Class 16 contains 71804 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 46354 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168261 members 
Mstep: Class 22 contains 162530 members 
Mstep: Class 23 contains 168098 members 
Mstep: Class 24 contains 44659 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431096.000000 Penalty: 95627.414062
Iteration 180F: 29 clusters Score -1.264311e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21618 members 
Mstep: Class 9 contains 10977 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128508 members 
Mstep: Class 12 contains 11469 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23763 members 
Mstep: Class 16 contains 71818 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46348 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168277 members 
Mstep: Class 22 contains 162525 members 
Mstep: Class 23 contains 168078 members 
Mstep: Class 24 contains 44658 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431016.000000 Penalty: 95627.414062
Iteration 181Q: 29 clusters Score -1.26431e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21619 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128523 members 
Mstep: Class 12 contains 11467 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23770 members 
Mstep: Class 16 contains 71820 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46358 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168302 members 
Mstep: Class 22 contains 162508 members 
Mstep: Class 23 contains 168061 members 
Mstep: Class 24 contains 44652 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431088.000000 Penalty: 95627.414062
Iteration 182Q: 29 clusters Score -1.264311e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21617 members 
Mstep: Class 9 contains 10938 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128536 members 
Mstep: Class 12 contains 11471 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23772 members 
Mstep: Class 16 contains 71836 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168322 members 
Mstep: Class 22 contains 162493 members 
Mstep: Class 23 contains 168046 members 
Mstep: Class 24 contains 44653 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431104.000000 Penalty: 95627.414062
Iteration 183Q: 29 clusters Score -1.264311e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21616 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128557 members 
Mstep: Class 12 contains 11475 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23776 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168341 members 
Mstep: Class 22 contains 162460 members 
Mstep: Class 23 contains 168046 members 
Mstep: Class 24 contains 44656 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431096.000000 Penalty: 95627.414062
Iteration 184Q: 29 clusters Score -1.264311e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21616 members 
Mstep: Class 9 contains 10899 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128573 members 
Mstep: Class 12 contains 11478 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23781 members 
Mstep: Class 16 contains 71856 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46374 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168342 members 
Mstep: Class 22 contains 162453 members 
Mstep: Class 23 contains 168037 members 
Mstep: Class 24 contains 44659 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431000.000000 Penalty: 95627.414062
Iteration 185Q: 29 clusters Score -1.26431e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 21614 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128578 members 
Mstep: Class 12 contains 11480 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23778 members 
Mstep: Class 16 contains 71859 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46375 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168342 members 
Mstep: Class 22 contains 162473 members 
Mstep: Class 23 contains 168036 members 
Mstep: Class 24 contains 44652 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430992.000000 Penalty: 95627.414062
Iteration 186Q: 29 clusters Score -1.26431e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21614 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128566 members 
Mstep: Class 12 contains 11480 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23783 members 
Mstep: Class 16 contains 71859 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46381 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168342 members 
Mstep: Class 22 contains 162492 members 
Mstep: Class 23 contains 168023 members 
Mstep: Class 24 contains 44656 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431088.000000 Penalty: 95627.414062
Iteration 187Q: 29 clusters Score -1.264311e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21612 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128563 members 
Mstep: Class 12 contains 11481 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23787 members 
Mstep: Class 16 contains 71859 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168348 members 
Mstep: Class 22 contains 162505 members 
Mstep: Class 23 contains 168015 members 
Mstep: Class 24 contains 44658 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431200.000000 Penalty: 95627.414062
Iteration 188Q: 29 clusters Score -1.264312e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21612 members 
Mstep: Class 9 contains 10845 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128571 members 
Mstep: Class 12 contains 11489 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23796 members 
Mstep: Class 16 contains 71856 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46384 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168346 members 
Mstep: Class 22 contains 162489 members 
Mstep: Class 23 contains 168014 members 
Mstep: Class 24 contains 44659 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431152.000000 Penalty: 95627.414062
Iteration 189Q: 29 clusters Score -1.264312e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128577 members 
Mstep: Class 12 contains 11494 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23797 members 
Mstep: Class 16 contains 71855 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168332 members 
Mstep: Class 22 contains 162469 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 44663 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431256.000000 Penalty: 95627.414062
Iteration 190Q: 29 clusters Score -1.264313e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128576 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23798 members 
Mstep: Class 16 contains 71855 members 
Mstep: Class 17 contains 3856 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46400 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168332 members 
Mstep: Class 22 contains 162429 members 
Mstep: Class 23 contains 168058 members 
Mstep: Class 24 contains 44661 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431224.000000 Penalty: 95627.414062
Iteration 191Q: 29 clusters Score -1.264312e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21612 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128579 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23799 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46412 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168358 members 
Mstep: Class 22 contains 162377 members 
Mstep: Class 23 contains 168071 members 
Mstep: Class 24 contains 44658 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431344.000000 Penalty: 95627.414062
Iteration 192Q: 29 clusters Score -1.264313e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 10831 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128592 members 
Mstep: Class 12 contains 11502 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23802 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46422 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168348 members 
Mstep: Class 22 contains 162351 members 
Mstep: Class 23 contains 168077 members 
Mstep: Class 24 contains 44658 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431280.000000 Penalty: 95627.414062
Iteration 193Q: 29 clusters Score -1.264313e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128595 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23805 members 
Mstep: Class 16 contains 71856 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46431 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168352 members 
Mstep: Class 22 contains 162297 members 
Mstep: Class 23 contains 168107 members 
Mstep: Class 24 contains 44666 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431496.000000 Penalty: 95627.414062
Iteration 194Q: 29 clusters Score -1.264315e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20559 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21610 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128606 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23807 members 
Mstep: Class 16 contains 71853 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46445 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168348 members 
Mstep: Class 22 contains 162256 members 
Mstep: Class 23 contains 168128 members 
Mstep: Class 24 contains 44672 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431584.000000 Penalty: 95627.414062
Iteration 195Q: 29 clusters Score -1.264316e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128621 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 2449 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23813 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46448 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 168344 members 
Mstep: Class 22 contains 162222 members 
Mstep: Class 23 contains 168146 members 
Mstep: Class 24 contains 44678 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431608.000000 Penalty: 95627.414062
Iteration 196Q: 29 clusters Score -1.264316e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21610 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128644 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 2444 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23813 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46445 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 168354 members 
Mstep: Class 22 contains 162165 members 
Mstep: Class 23 contains 168171 members 
Mstep: Class 24 contains 44682 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431544.000000 Penalty: 95627.414062
Iteration 197Q: 29 clusters Score -1.264315e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21610 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128657 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23810 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46440 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 168352 members 
Mstep: Class 22 contains 162132 members 
Mstep: Class 23 contains 168197 members 
Mstep: Class 24 contains 44678 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431488.000000 Penalty: 95627.414062
Iteration 198Q: 29 clusters Score -1.264315e+08 nChanged 487
Entering ConstructFrom: 
Score: -126431488.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Entering Unmasked Estep 
Score: -4412911.500000 Penalty: 2575.752441
	Iteration 0F: 2 clusters Score -4412912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4390765.000000 Penalty: 5151.504883
	Iteration 0F: 3 clusters Score -4390765 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4398649.000000 Penalty: 5151.504883
	Iteration 1F: 3 clusters Score -4398649 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4399018.500000 Penalty: 5151.504883
	Iteration 2Q: 3 clusters Score -4399018 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4399340.500000 Penalty: 5151.504883
	Iteration 3Q: 3 clusters Score -4399340 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4399642.000000 Penalty: 5151.504883
	Iteration 4Q: 3 clusters Score -4399642 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4399904.500000 Penalty: 5151.504883
	Iteration 5Q: 3 clusters Score -4399904 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4400139.500000 Penalty: 5151.504883
	Iteration 6Q: 3 clusters Score -4400140 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4400474.500000 Penalty: 5151.504883
	Iteration 7Q: 3 clusters Score -4400474 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4400873.500000 Penalty: 5151.504883
	Iteration 8Q: 3 clusters Score -4400874 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4401454.000000 Penalty: 5151.504883
	Iteration 9Q: 3 clusters Score -4401454 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4402336.000000 Penalty: 5151.504883
	Iteration 10Q: 3 clusters Score -4402336 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4403619.000000 Penalty: 5151.504883
	Iteration 11F: 3 clusters Score -4403619 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4405199.000000 Penalty: 5151.504883
	Iteration 12F: 3 clusters Score -4405199 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -4406946.500000 Penalty: 5151.504883
	Iteration 13F: 3 clusters Score -4406946 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4408474.500000 Penalty: 5151.504883
	Iteration 14F: 3 clusters Score -4408474 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4409600.000000 Penalty: 5151.504883
	Iteration 15Q: 3 clusters Score -4409600 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4410094.000000 Penalty: 5151.504883
	Iteration 16Q: 3 clusters Score -4410094 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4410381.000000 Penalty: 5151.504883
	Iteration 17Q: 3 clusters Score -4410381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4410524.500000 Penalty: 5151.504883
	Iteration 18Q: 3 clusters Score -4410524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4410580.000000 Penalty: 5151.504883
	Iteration 19Q: 3 clusters Score -4410580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4410618.000000 Penalty: 5151.504883
	Iteration 20F: 3 clusters Score -4410618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4410644.500000 Penalty: 5151.504883
	Iteration 21Q: 3 clusters Score -4410644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4410662.500000 Penalty: 5151.504883
	Iteration 22Q: 3 clusters Score -4410662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4410678.000000 Penalty: 5151.504883
	Iteration 23Q: 3 clusters Score -4410678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4410690.500000 Penalty: 5151.504883
	Iteration 24Q: 3 clusters Score -4410690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4410697.500000 Penalty: 5151.504883
	Iteration 25Q: 3 clusters Score -4410698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4410699.500000 Penalty: 5151.504883
	Iteration 26Q: 3 clusters Score -4410700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4410705.000000 Penalty: 5151.504883
	Iteration 27Q: 3 clusters Score -4410705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4410705.000000 Penalty: 5151.504883
	Iteration 28F: 3 clusters Score -4410705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84873.234375 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -84873.23 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 374 members 
Entering Unmasked Estep 
Score: -83197.921875 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -83197.92 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83699.937500 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -83699.94 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84206.015625 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -84206.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84451.546875 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -84451.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -84571.843750 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -84571.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -84669.640625 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -84669.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84754.429688 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -84754.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84839.781250 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -84839.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84884.304688 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -84884.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84900.171875 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -84900.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84907.343750 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -84907.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84907.343750 Penalty: 3274.883545
	Iteration 11F: 3 clusters Score -84907.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128682 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23814 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46433 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168333 members 
Mstep: Class 22 contains 162137 members 
Mstep: Class 23 contains 168198 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 254 members 
Entering Unmasked Estep 
Score: -126429936.000000 Penalty: 99042.679688
Splitting cluster 2 changes total score from -126431488.000000 to -126429936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -227469.421875 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -227469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -225051.484375 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -225051.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -225539.859375 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -225539.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -225721.328125 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -225721.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -225847.406250 Penalty: 3720.810791
	Iteration 3F: 3 clusters Score -225847.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -225940.593750 Penalty: 3720.810791
	Iteration 4Q: 3 clusters Score -225940.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -226013.046875 Penalty: 3720.810791
	Iteration 5Q: 3 clusters Score -226013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226083.578125 Penalty: 3720.810791
	Iteration 6Q: 3 clusters Score -226083.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -226201.343750 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -226201.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -226313.828125 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -226313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -226374.218750 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -226374.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -226433.046875 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -226433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -226484.000000 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -226484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -226536.250000 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -226536.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -226568.515625 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -226568.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -226582.453125 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -226582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -226585.343750 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -226585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -226588.125000 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -226588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -226590.812500 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -226590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -226592.437500 Penalty: 3720.810791
	Iteration 18Q: 3 clusters Score -226592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -226593.390625 Penalty: 3720.810791
	Iteration 19Q: 3 clusters Score -226593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -226593.906250 Penalty: 3720.810791
	Iteration 20F: 3 clusters Score -226593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -2651425.750000 Penalty: 2462.829102
	Iteration 0F: 2 clusters Score -2651426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2636975.000000 Penalty: 4925.658203
	Iteration 0F: 3 clusters Score -2636975 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2641972.250000 Penalty: 4925.658203
	Iteration 1F: 3 clusters Score -2641972 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2642606.000000 Penalty: 4925.658203
	Iteration 2F: 3 clusters Score -2642606 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2643228.750000 Penalty: 4925.658203
	Iteration 3F: 3 clusters Score -2643229 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2643918.750000 Penalty: 4925.658203
	Iteration 4F: 3 clusters Score -2643919 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2644668.250000 Penalty: 4925.658203
	Iteration 5F: 3 clusters Score -2644668 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2645413.500000 Penalty: 4925.658203
	Iteration 6F: 3 clusters Score -2645414 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2646101.500000 Penalty: 4925.658203
	Iteration 7F: 3 clusters Score -2646102 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2646705.000000 Penalty: 4925.658203
	Iteration 8Q: 3 clusters Score -2646705 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2647298.000000 Penalty: 4925.658203
	Iteration 9Q: 3 clusters Score -2647298 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2647810.000000 Penalty: 4925.658203
	Iteration 10Q: 3 clusters Score -2647810 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2648277.500000 Penalty: 4925.658203
	Iteration 11Q: 3 clusters Score -2648278 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2648725.500000 Penalty: 4925.658203
	Iteration 12Q: 3 clusters Score -2648726 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2649135.500000 Penalty: 4925.658203
	Iteration 13Q: 3 clusters Score -2649136 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2649385.500000 Penalty: 4925.658203
	Iteration 14Q: 3 clusters Score -2649386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2649541.750000 Penalty: 4925.658203
	Iteration 15Q: 3 clusters Score -2649542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2649653.750000 Penalty: 4925.658203
	Iteration 16Q: 3 clusters Score -2649654 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2649735.500000 Penalty: 4925.658203
	Iteration 17Q: 3 clusters Score -2649736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2649812.000000 Penalty: 4925.658203
	Iteration 18Q: 3 clusters Score -2649812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2649869.750000 Penalty: 4925.658203
	Iteration 19Q: 3 clusters Score -2649870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2649903.750000 Penalty: 4925.658203
	Iteration 20F: 3 clusters Score -2649904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2649927.750000 Penalty: 4925.658203
	Iteration 21Q: 3 clusters Score -2649928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2649953.750000 Penalty: 4925.658203
	Iteration 22Q: 3 clusters Score -2649954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2649963.500000 Penalty: 4925.658203
	Iteration 23Q: 3 clusters Score -2649964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2649974.500000 Penalty: 4925.658203
	Iteration 24Q: 3 clusters Score -2649974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2649984.250000 Penalty: 4925.658203
	Iteration 25Q: 3 clusters Score -2649984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2649989.000000 Penalty: 4925.658203
	Iteration 26Q: 3 clusters Score -2649989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2649997.750000 Penalty: 4925.658203
	Iteration 27Q: 3 clusters Score -2649998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2650000.250000 Penalty: 4925.658203
	Iteration 28Q: 3 clusters Score -2650000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2650010.250000 Penalty: 4925.658203
	Iteration 29Q: 3 clusters Score -2650010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2650014.750000 Penalty: 4925.658203
	Iteration 30Q: 3 clusters Score -2650015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2650015.250000 Penalty: 4925.658203
	Iteration 31Q: 3 clusters Score -2650015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2650026.250000 Penalty: 4925.658203
	Iteration 32Q: 3 clusters Score -2650026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2650025.500000 Penalty: 4925.658203
	Iteration 33Q: 3 clusters Score -2650026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2650027.500000 Penalty: 4925.658203
	Iteration 34Q: 3 clusters Score -2650028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2650031.000000 Penalty: 4925.658203
	Iteration 35Q: 3 clusters Score -2650031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2650032.000000 Penalty: 4925.658203
	Iteration 36Q: 3 clusters Score -2650032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2650034.500000 Penalty: 4925.658203
	Iteration 37Q: 3 clusters Score -2650034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2650034.500000 Penalty: 4925.658203
	Iteration 38Q: 3 clusters Score -2650034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2650037.250000 Penalty: 4925.658203
	Iteration 39Q: 3 clusters Score -2650037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2650042.750000 Penalty: 4925.658203
	Iteration 40F: 3 clusters Score -2650043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2650040.250000 Penalty: 4925.658203
	Iteration 41Q: 3 clusters Score -2650040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2650040.250000 Penalty: 4925.658203
	Iteration 42Q: 3 clusters Score -2650040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2650041.250000 Penalty: 4925.658203
	Iteration 43Q: 3 clusters Score -2650041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2650040.250000 Penalty: 4925.658203
	Iteration 44Q: 3 clusters Score -2650040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2650040.750000 Penalty: 4925.658203
	Iteration 45Q: 3 clusters Score -2650041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2650041.000000 Penalty: 4925.658203
	Iteration 46Q: 3 clusters Score -2650041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2650041.250000 Penalty: 4925.658203
	Iteration 47Q: 3 clusters Score -2650041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2650042.250000 Penalty: 4925.658203
	Iteration 48Q: 3 clusters Score -2650042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2650046.000000 Penalty: 4925.658203
	Iteration 49Q: 3 clusters Score -2650046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2650046.500000 Penalty: 4925.658203
	Iteration 50Q: 3 clusters Score -2650046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2650046.750000 Penalty: 4925.658203
	Iteration 51Q: 3 clusters Score -2650047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2650049.500000 Penalty: 4925.658203
	Iteration 52Q: 3 clusters Score -2650050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2650050.500000 Penalty: 4925.658203
	Iteration 53Q: 3 clusters Score -2650050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2650057.500000 Penalty: 4925.658203
	Iteration 54Q: 3 clusters Score -2650058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2650053.000000 Penalty: 4925.658203
	Iteration 55Q: 3 clusters Score -2650053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2650053.000000 Penalty: 4925.658203
	Iteration 56Q: 3 clusters Score -2650053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2650050.750000 Penalty: 4925.658203
	Iteration 57Q: 3 clusters Score -2650051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2650055.000000 Penalty: 4925.658203
	Iteration 58Q: 3 clusters Score -2650055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2650055.750000 Penalty: 4925.658203
	Iteration 59Q: 3 clusters Score -2650056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2650061.000000 Penalty: 4925.658203
	Iteration 60F: 3 clusters Score -2650061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2650063.750000 Penalty: 4925.658203
	Iteration 61Q: 3 clusters Score -2650064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2650061.500000 Penalty: 4925.658203
	Iteration 62Q: 3 clusters Score -2650062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2650061.500000 Penalty: 4925.658203
	Iteration 63F: 3 clusters Score -2650062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -157002.281250 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -157002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -154892.093750 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -154892.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155180.312500 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -155180.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155263.640625 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -155263.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155302.500000 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -155302.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155322.781250 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -155322.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155337.796875 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -155337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155344.968750 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -155345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155354.203125 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -155354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155356.875000 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -155356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155361.656250 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -155361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155368.796875 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -155368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155372.531250 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -155372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155375.234375 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -155375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -155378.625000 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -155378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155380.703125 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -155380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155380.984375 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -155381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155382.625000 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -155382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155384.562500 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -155384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155385.531250 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -155385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155386.109375 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -155386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155386.796875 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -155386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Entering Unmasked Estep 
Score: -2409571.500000 Penalty: 2441.510010
	Iteration 0F: 2 clusters Score -2409572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2396207.750000 Penalty: 4883.020020
	Iteration 0F: 3 clusters Score -2396208 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2400710.500000 Penalty: 4883.020020
	Iteration 1F: 3 clusters Score -2400710 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2401186.500000 Penalty: 4883.020020
	Iteration 2F: 3 clusters Score -2401186 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2401718.500000 Penalty: 4883.020020
	Iteration 3F: 3 clusters Score -2401718 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2402292.250000 Penalty: 4883.020020
	Iteration 4F: 3 clusters Score -2402292 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2402840.750000 Penalty: 4883.020020
	Iteration 5F: 3 clusters Score -2402841 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2403472.000000 Penalty: 4883.020020
	Iteration 6F: 3 clusters Score -2403472 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2404166.500000 Penalty: 4883.020020
	Iteration 7F: 3 clusters Score -2404166 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2404956.250000 Penalty: 4883.020020
	Iteration 8F: 3 clusters Score -2404956 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2405776.000000 Penalty: 4883.020020
	Iteration 9Q: 3 clusters Score -2405776 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2406555.250000 Penalty: 4883.020020
	Iteration 10Q: 3 clusters Score -2406555 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2407179.500000 Penalty: 4883.020020
	Iteration 11Q: 3 clusters Score -2407180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2407549.750000 Penalty: 4883.020020
	Iteration 12Q: 3 clusters Score -2407550 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2407822.000000 Penalty: 4883.020020
	Iteration 13Q: 3 clusters Score -2407822 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2407978.250000 Penalty: 4883.020020
	Iteration 14Q: 3 clusters Score -2407978 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2408082.500000 Penalty: 4883.020020
	Iteration 15Q: 3 clusters Score -2408082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2408142.750000 Penalty: 4883.020020
	Iteration 16Q: 3 clusters Score -2408143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2408175.500000 Penalty: 4883.020020
	Iteration 17Q: 3 clusters Score -2408176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2408204.750000 Penalty: 4883.020020
	Iteration 18Q: 3 clusters Score -2408205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2408225.750000 Penalty: 4883.020020
	Iteration 19Q: 3 clusters Score -2408226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2408241.500000 Penalty: 4883.020020
	Iteration 20F: 3 clusters Score -2408242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2408248.750000 Penalty: 4883.020020
	Iteration 21Q: 3 clusters Score -2408249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2408259.500000 Penalty: 4883.020020
	Iteration 22Q: 3 clusters Score -2408260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2408258.750000 Penalty: 4883.020020
	Iteration 23Q: 3 clusters Score -2408259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2408267.500000 Penalty: 4883.020020
	Iteration 24Q: 3 clusters Score -2408268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2408279.500000 Penalty: 4883.020020
	Iteration 25Q: 3 clusters Score -2408280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2408289.250000 Penalty: 4883.020020
	Iteration 26Q: 3 clusters Score -2408289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2408292.250000 Penalty: 4883.020020
	Iteration 27Q: 3 clusters Score -2408292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2408294.250000 Penalty: 4883.020020
	Iteration 28Q: 3 clusters Score -2408294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2408301.500000 Penalty: 4883.020020
	Iteration 29Q: 3 clusters Score -2408302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2408301.750000 Penalty: 4883.020020
	Iteration 30Q: 3 clusters Score -2408302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2408299.750000 Penalty: 4883.020020
	Iteration 31Q: 3 clusters Score -2408300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2408299.000000 Penalty: 4883.020020
	Iteration 32Q: 3 clusters Score -2408299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2408299.250000 Penalty: 4883.020020
	Iteration 33Q: 3 clusters Score -2408299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2408300.000000 Penalty: 4883.020020
	Iteration 34Q: 3 clusters Score -2408300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2408301.500000 Penalty: 4883.020020
	Iteration 35Q: 3 clusters Score -2408302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2408301.500000 Penalty: 4883.020020
	Iteration 36F: 3 clusters Score -2408302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -60067.882812 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -60067.88 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 229 members 
Entering Unmasked Estep 
Score: -58572.425781 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -58572.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58722.789062 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -58722.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58767.335938 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -58767.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58785.039062 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -58785.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58788.347656 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -58788.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58788.347656 Penalty: 3068.359619
	Iteration 5F: 3 clusters Score -58788.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Entering Unmasked Estep 
Score: -2815723.750000 Penalty: 2475.254639
	Iteration 0F: 2 clusters Score -2815724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2800518.750000 Penalty: 4950.509277
	Iteration 0F: 3 clusters Score -2800519 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2805889.750000 Penalty: 4950.509277
	Iteration 1F: 3 clusters Score -2805890 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2806547.250000 Penalty: 4950.509277
	Iteration 2F: 3 clusters Score -2806547 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2807326.750000 Penalty: 4950.509277
	Iteration 3F: 3 clusters Score -2807327 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2808302.500000 Penalty: 4950.509277
	Iteration 4F: 3 clusters Score -2808302 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2809345.750000 Penalty: 4950.509277
	Iteration 5F: 3 clusters Score -2809346 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2810309.000000 Penalty: 4950.509277
	Iteration 6F: 3 clusters Score -2810309 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2811107.750000 Penalty: 4950.509277
	Iteration 7F: 3 clusters Score -2811108 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2811687.250000 Penalty: 4950.509277
	Iteration 8Q: 3 clusters Score -2811687 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2812116.750000 Penalty: 4950.509277
	Iteration 9Q: 3 clusters Score -2812117 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2812470.000000 Penalty: 4950.509277
	Iteration 10Q: 3 clusters Score -2812470 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2812748.750000 Penalty: 4950.509277
	Iteration 11Q: 3 clusters Score -2812749 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2813009.000000 Penalty: 4950.509277
	Iteration 12Q: 3 clusters Score -2813009 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2813213.500000 Penalty: 4950.509277
	Iteration 13Q: 3 clusters Score -2813214 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2813436.500000 Penalty: 4950.509277
	Iteration 14Q: 3 clusters Score -2813436 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2813636.500000 Penalty: 4950.509277
	Iteration 15Q: 3 clusters Score -2813636 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2813767.500000 Penalty: 4950.509277
	Iteration 16Q: 3 clusters Score -2813768 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2813841.750000 Penalty: 4950.509277
	Iteration 17Q: 3 clusters Score -2813842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2813896.000000 Penalty: 4950.509277
	Iteration 18Q: 3 clusters Score -2813896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2813934.000000 Penalty: 4950.509277
	Iteration 19Q: 3 clusters Score -2813934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2813956.500000 Penalty: 4950.509277
	Iteration 20F: 3 clusters Score -2813956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2813973.250000 Penalty: 4950.509277
	Iteration 21Q: 3 clusters Score -2813973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2813990.750000 Penalty: 4950.509277
	Iteration 22Q: 3 clusters Score -2813991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2814004.000000 Penalty: 4950.509277
	Iteration 23Q: 3 clusters Score -2814004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2814013.500000 Penalty: 4950.509277
	Iteration 24Q: 3 clusters Score -2814014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2814014.500000 Penalty: 4950.509277
	Iteration 25Q: 3 clusters Score -2814014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2814028.750000 Penalty: 4950.509277
	Iteration 26Q: 3 clusters Score -2814029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2814036.500000 Penalty: 4950.509277
	Iteration 27Q: 3 clusters Score -2814036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2814047.750000 Penalty: 4950.509277
	Iteration 28Q: 3 clusters Score -2814048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2814045.750000 Penalty: 4950.509277
	Iteration 29Q: 3 clusters Score -2814046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2814057.250000 Penalty: 4950.509277
	Iteration 30Q: 3 clusters Score -2814057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2814065.500000 Penalty: 4950.509277
	Iteration 31Q: 3 clusters Score -2814066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2814077.750000 Penalty: 4950.509277
	Iteration 32Q: 3 clusters Score -2814078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2814082.250000 Penalty: 4950.509277
	Iteration 33Q: 3 clusters Score -2814082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2814092.750000 Penalty: 4950.509277
	Iteration 34Q: 3 clusters Score -2814093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2814102.000000 Penalty: 4950.509277
	Iteration 35Q: 3 clusters Score -2814102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2814102.250000 Penalty: 4950.509277
	Iteration 36Q: 3 clusters Score -2814102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2814100.500000 Penalty: 4950.509277
	Iteration 37Q: 3 clusters Score -2814100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2814102.750000 Penalty: 4950.509277
	Iteration 38Q: 3 clusters Score -2814103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2814105.250000 Penalty: 4950.509277
	Iteration 39Q: 3 clusters Score -2814105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2814101.250000 Penalty: 4950.509277
	Iteration 40F: 3 clusters Score -2814101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2814101.250000 Penalty: 4950.509277
	Iteration 41Q: 3 clusters Score -2814101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2814103.750000 Penalty: 4950.509277
	Iteration 42Q: 3 clusters Score -2814104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2814103.250000 Penalty: 4950.509277
	Iteration 43Q: 3 clusters Score -2814103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2814102.250000 Penalty: 4950.509277
	Iteration 44Q: 3 clusters Score -2814102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2814104.250000 Penalty: 4950.509277
	Iteration 45Q: 3 clusters Score -2814104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2814104.000000 Penalty: 4950.509277
	Iteration 46Q: 3 clusters Score -2814104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2814104.000000 Penalty: 4950.509277
	Iteration 47F: 3 clusters Score -2814104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -1398605.750000 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -1398606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1390345.375000 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -1390345 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1393120.875000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -1393121 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1393877.625000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -1393878 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1394673.625000 Penalty: 4607.464844
	Iteration 3F: 3 clusters Score -1394674 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1395461.875000 Penalty: 4607.464844
	Iteration 4F: 3 clusters Score -1395462 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1396198.625000 Penalty: 4607.464844
	Iteration 5F: 3 clusters Score -1396199 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1396814.375000 Penalty: 4607.464844
	Iteration 6F: 3 clusters Score -1396814 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1397219.625000 Penalty: 4607.464844
	Iteration 7F: 3 clusters Score -1397220 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1397447.625000 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -1397448 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1397554.250000 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -1397554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1397614.625000 Penalty: 4607.464844
	Iteration 10Q: 3 clusters Score -1397615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1397648.375000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -1397648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1397665.125000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -1397665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1397679.750000 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -1397680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1397700.500000 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -1397700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1397710.500000 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -1397710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1397729.750000 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -1397730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1397741.750000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -1397742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1397751.500000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -1397752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1397763.375000 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -1397763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1397766.625000 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -1397767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1397769.750000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -1397770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1397775.500000 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -1397776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1397780.250000 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -1397780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1397785.375000 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -1397785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1397790.375000 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -1397790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1397789.625000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -1397790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1397792.625000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -1397793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1397796.875000 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -1397797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1397798.625000 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -1397799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1397802.750000 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -1397803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1397802.000000 Penalty: 4607.464844
	Iteration 31Q: 3 clusters Score -1397802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1397803.000000 Penalty: 4607.464844
	Iteration 32Q: 3 clusters Score -1397803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1397806.750000 Penalty: 4607.464844
	Iteration 33Q: 3 clusters Score -1397807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1397806.875000 Penalty: 4607.464844
	Iteration 34Q: 3 clusters Score -1397807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1397812.875000 Penalty: 4607.464844
	Iteration 35Q: 3 clusters Score -1397813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1397814.625000 Penalty: 4607.464844
	Iteration 36Q: 3 clusters Score -1397815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1397820.625000 Penalty: 4607.464844
	Iteration 37Q: 3 clusters Score -1397821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1397820.875000 Penalty: 4607.464844
	Iteration 38Q: 3 clusters Score -1397821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1397823.750000 Penalty: 4607.464844
	Iteration 39Q: 3 clusters Score -1397824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1397825.250000 Penalty: 4607.464844
	Iteration 40F: 3 clusters Score -1397825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1397824.875000 Penalty: 4607.464844
	Iteration 41Q: 3 clusters Score -1397825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1397824.875000 Penalty: 4607.464844
	Iteration 42F: 3 clusters Score -1397825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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 232 members 
Entering Unmasked Estep 
Score: -49389.738281 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49389.74 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49690.441406 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49690.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49830.343750 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -49830.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50028.117188 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -50028.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50301.722656 Penalty: 3064.260254
	Iteration 4F: 3 clusters Score -50301.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50558.210938 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50558.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50654.546875 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50654.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50786.457031 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50786.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50869.238281 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50869.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50932.464844 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -50932.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51007.582031 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -51007.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51086.480469 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51086.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51104.574219 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -51104.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51108.902344 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -51108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51112.980469 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -51112.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51118.898438 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -51118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51120.179688 Penalty: 3064.260254
	Iteration 16F: 3 clusters Score -51120.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51126.898438 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -51126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51129.976562 Penalty: 3064.260254
	Iteration 18Q: 3 clusters Score -51129.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51129.976562 Penalty: 3064.260254
	Iteration 19F: 3 clusters Score -51129.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 128682 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23814 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46433 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168333 members 
Mstep: Class 22 contains 162137 members 
Mstep: Class 23 contains 168198 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 313 members 
Entering Unmasked Estep 
Score: -126429976.000000 Penalty: 99042.679688
Splitting cluster 10 changes total score from -126431488.000000 to -126429976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (128682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128682 members 
Entering Unmasked Estep 
Score: -17489980.000000 Penalty: 2917.744629
	Iteration 0F: 2 clusters Score -1.748998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -17404792.000000 Penalty: 5835.489258
	Iteration 0F: 3 clusters Score -1.740479e+07 nChanged 61228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -17440816.000000 Penalty: 5835.489258
	Iteration 1F: 3 clusters Score -1.744082e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -17442360.000000 Penalty: 5835.489258
	Iteration 2Q: 3 clusters Score -1.744236e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -17444974.000000 Penalty: 5835.489258
	Iteration 3Q: 3 clusters Score -1.744497e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -17449424.000000 Penalty: 5835.489258
	Iteration 4F: 3 clusters Score -1.744942e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -17456344.000000 Penalty: 5835.489258
	Iteration 5F: 3 clusters Score -1.745634e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -17465606.000000 Penalty: 5835.489258
	Iteration 6F: 3 clusters Score -1.746561e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -17474612.000000 Penalty: 5835.489258
	Iteration 7F: 3 clusters Score -1.747461e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -17480136.000000 Penalty: 5835.489258
	Iteration 8Q: 3 clusters Score -1.748014e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -17482708.000000 Penalty: 5835.489258
	Iteration 9Q: 3 clusters Score -1.748271e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -17483882.000000 Penalty: 5835.489258
	Iteration 10Q: 3 clusters Score -1.748388e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -17484518.000000 Penalty: 5835.489258
	Iteration 11Q: 3 clusters Score -1.748452e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -17484996.000000 Penalty: 5835.489258
	Iteration 12Q: 3 clusters Score -1.7485e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -17485398.000000 Penalty: 5835.489258
	Iteration 13Q: 3 clusters Score -1.74854e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -17485744.000000 Penalty: 5835.489258
	Iteration 14Q: 3 clusters Score -1.748574e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -17486056.000000 Penalty: 5835.489258
	Iteration 15Q: 3 clusters Score -1.748606e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 122233 members 
Entering Unmasked Estep 
Score: -17486360.000000 Penalty: 5835.489258
	Iteration 16Q: 3 clusters Score -1.748636e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -17486598.000000 Penalty: 5835.489258
	Iteration 17Q: 3 clusters Score -1.74866e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 123510 members 
Entering Unmasked Estep 
Score: -17486812.000000 Penalty: 5835.489258
	Iteration 18Q: 3 clusters Score -1.748681e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -17487004.000000 Penalty: 5835.489258
	Iteration 19Q: 3 clusters Score -1.7487e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -17487210.000000 Penalty: 5835.489258
	Iteration 20F: 3 clusters Score -1.748721e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -17487342.000000 Penalty: 5835.489258
	Iteration 21Q: 3 clusters Score -1.748734e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -17487438.000000 Penalty: 5835.489258
	Iteration 22Q: 3 clusters Score -1.748744e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 125407 members 
Entering Unmasked Estep 
Score: -17487484.000000 Penalty: 5835.489258
	Iteration 23Q: 3 clusters Score -1.748748e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -17487546.000000 Penalty: 5835.489258
	Iteration 24Q: 3 clusters Score -1.748755e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 125822 members 
Entering Unmasked Estep 
Score: -17487640.000000 Penalty: 5835.489258
	Iteration 25Q: 3 clusters Score -1.748764e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -17487714.000000 Penalty: 5835.489258
	Iteration 26Q: 3 clusters Score -1.748771e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -17487754.000000 Penalty: 5835.489258
	Iteration 27Q: 3 clusters Score -1.748775e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -17487818.000000 Penalty: 5835.489258
	Iteration 28Q: 3 clusters Score -1.748782e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 126359 members 
Entering Unmasked Estep 
Score: -17487806.000000 Penalty: 5835.489258
	Iteration 29Q: 3 clusters Score -1.748781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -17487812.000000 Penalty: 5835.489258
	Iteration 30Q: 3 clusters Score -1.748781e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 126544 members 
Entering Unmasked Estep 
Score: -17487802.000000 Penalty: 5835.489258
	Iteration 31Q: 3 clusters Score -1.74878e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 126622 members 
Entering Unmasked Estep 
Score: -17487808.000000 Penalty: 5835.489258
	Iteration 32Q: 3 clusters Score -1.748781e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -17487812.000000 Penalty: 5835.489258
	Iteration 33Q: 3 clusters Score -1.748781e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -17487810.000000 Penalty: 5835.489258
	Iteration 34Q: 3 clusters Score -1.748781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -17487820.000000 Penalty: 5835.489258
	Iteration 35Q: 3 clusters Score -1.748782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -17487844.000000 Penalty: 5835.489258
	Iteration 36Q: 3 clusters Score -1.748784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -17487852.000000 Penalty: 5835.489258
	Iteration 37Q: 3 clusters Score -1.748785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -17487866.000000 Penalty: 5835.489258
	Iteration 38Q: 3 clusters Score -1.748787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 126940 members 
Entering Unmasked Estep 
Score: -17487882.000000 Penalty: 5835.489258
	Iteration 39Q: 3 clusters Score -1.748788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 126981 members 
Entering Unmasked Estep 
Score: -17487890.000000 Penalty: 5835.489258
	Iteration 40F: 3 clusters Score -1.748789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -17487904.000000 Penalty: 5835.489258
	Iteration 41Q: 3 clusters Score -1.74879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -17487912.000000 Penalty: 5835.489258
	Iteration 42Q: 3 clusters Score -1.748791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
Score: -17487908.000000 Penalty: 5835.489258
	Iteration 43Q: 3 clusters Score -1.748791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -17487906.000000 Penalty: 5835.489258
	Iteration 44Q: 3 clusters Score -1.748791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 127080 members 
Entering Unmasked Estep 
Score: -17487918.000000 Penalty: 5835.489258
	Iteration 45Q: 3 clusters Score -1.748792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -17487928.000000 Penalty: 5835.489258
	Iteration 46Q: 3 clusters Score -1.748793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -17487948.000000 Penalty: 5835.489258
	Iteration 47Q: 3 clusters Score -1.748795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -17487936.000000 Penalty: 5835.489258
	Iteration 48Q: 3 clusters Score -1.748794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -17487942.000000 Penalty: 5835.489258
	Iteration 49Q: 3 clusters Score -1.748794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -17487944.000000 Penalty: 5835.489258
	Iteration 50Q: 3 clusters Score -1.748794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 127171 members 
Entering Unmasked Estep 
Score: -17487938.000000 Penalty: 5835.489258
	Iteration 51Q: 3 clusters Score -1.748794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 127179 members 
Entering Unmasked Estep 
Score: -17487948.000000 Penalty: 5835.489258
	Iteration 52Q: 3 clusters Score -1.748795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 127185 members 
Entering Unmasked Estep 
Score: -17487936.000000 Penalty: 5835.489258
	Iteration 53Q: 3 clusters Score -1.748794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 127195 members 
Entering Unmasked Estep 
Score: -17487928.000000 Penalty: 5835.489258
	Iteration 54Q: 3 clusters Score -1.748793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -17487936.000000 Penalty: 5835.489258
	Iteration 55Q: 3 clusters Score -1.748794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 127212 members 
Entering Unmasked Estep 
Score: -17487942.000000 Penalty: 5835.489258
	Iteration 56Q: 3 clusters Score -1.748794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -17487946.000000 Penalty: 5835.489258
	Iteration 57Q: 3 clusters Score -1.748795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -17487944.000000 Penalty: 5835.489258
	Iteration 58Q: 3 clusters Score -1.748794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -17487946.000000 Penalty: 5835.489258
	Iteration 59Q: 3 clusters Score -1.748795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 127237 members 
Entering Unmasked Estep 
Score: -17487930.000000 Penalty: 5835.489258
	Iteration 60F: 3 clusters Score -1.748793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 127240 members 
Entering Unmasked Estep 
Score: -17487944.000000 Penalty: 5835.489258
	Iteration 61Q: 3 clusters Score -1.748794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 127252 members 
Entering Unmasked Estep 
Score: -17487954.000000 Penalty: 5835.489258
	Iteration 62Q: 3 clusters Score -1.748795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -17487954.000000 Penalty: 5835.489258
	Iteration 63Q: 3 clusters Score -1.748795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -17487942.000000 Penalty: 5835.489258
	Iteration 64Q: 3 clusters Score -1.748794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -17487942.000000 Penalty: 5835.489258
	Iteration 65Q: 3 clusters Score -1.748794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -17487954.000000 Penalty: 5835.489258
	Iteration 66Q: 3 clusters Score -1.748795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -17487958.000000 Penalty: 5835.489258
	Iteration 67Q: 3 clusters Score -1.748796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -17487956.000000 Penalty: 5835.489258
	Iteration 68Q: 3 clusters Score -1.748796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -17487954.000000 Penalty: 5835.489258
	Iteration 69Q: 3 clusters Score -1.748795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -17487956.000000 Penalty: 5835.489258
	Iteration 70Q: 3 clusters Score -1.748796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -17487956.000000 Penalty: 5835.489258
	Iteration 71Q: 3 clusters Score -1.748796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -17487956.000000 Penalty: 5835.489258
	Iteration 72Q: 3 clusters Score -1.748796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -17487954.000000 Penalty: 5835.489258
	Iteration 73Q: 3 clusters Score -1.748795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -17487942.000000 Penalty: 5835.489258
	Iteration 74Q: 3 clusters Score -1.748794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 127320 members 
Entering Unmasked Estep 
Score: -17487944.000000 Penalty: 5835.489258
	Iteration 75Q: 3 clusters Score -1.748794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 127323 members 
Entering Unmasked Estep 
Score: -17487962.000000 Penalty: 5835.489258
	Iteration 76Q: 3 clusters Score -1.748796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 127325 members 
Entering Unmasked Estep 
Score: -17487964.000000 Penalty: 5835.489258
	Iteration 77Q: 3 clusters Score -1.748796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -17487966.000000 Penalty: 5835.489258
	Iteration 78Q: 3 clusters Score -1.748797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -17487970.000000 Penalty: 5835.489258
	Iteration 79Q: 3 clusters Score -1.748797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 127334 members 
Entering Unmasked Estep 
Score: -17487966.000000 Penalty: 5835.489258
	Iteration 80F: 3 clusters Score -1.748797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -17487970.000000 Penalty: 5835.489258
	Iteration 81Q: 3 clusters Score -1.748797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -17487980.000000 Penalty: 5835.489258
	Iteration 82Q: 3 clusters Score -1.748798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -17487968.000000 Penalty: 5835.489258
	Iteration 83Q: 3 clusters Score -1.748797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -17487980.000000 Penalty: 5835.489258
	Iteration 84Q: 3 clusters Score -1.748798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -17487990.000000 Penalty: 5835.489258
	Iteration 85Q: 3 clusters Score -1.748799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 127367 members 
Entering Unmasked Estep 
Score: -17487984.000000 Penalty: 5835.489258
	Iteration 86Q: 3 clusters Score -1.748798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 127373 members 
Entering Unmasked Estep 
Score: -17487984.000000 Penalty: 5835.489258
	Iteration 87Q: 3 clusters Score -1.748798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -17487980.000000 Penalty: 5835.489258
	Iteration 88Q: 3 clusters Score -1.748798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -17487986.000000 Penalty: 5835.489258
	Iteration 89Q: 3 clusters Score -1.748799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 127383 members 
Entering Unmasked Estep 
Score: -17487984.000000 Penalty: 5835.489258
	Iteration 90Q: 3 clusters Score -1.748798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -17487974.000000 Penalty: 5835.489258
	Iteration 91Q: 3 clusters Score -1.748797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -17487978.000000 Penalty: 5835.489258
	Iteration 92Q: 3 clusters Score -1.748798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -17487984.000000 Penalty: 5835.489258
	Iteration 93Q: 3 clusters Score -1.748798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 127394 members 
Entering Unmasked Estep 
Score: -17487972.000000 Penalty: 5835.489258
	Iteration 94Q: 3 clusters Score -1.748797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -17487966.000000 Penalty: 5835.489258
	Iteration 95Q: 3 clusters Score -1.748797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 127402 members 
Entering Unmasked Estep 
Score: -17487962.000000 Penalty: 5835.489258
	Iteration 96Q: 3 clusters Score -1.748796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -17487942.000000 Penalty: 5835.489258
	Iteration 97Q: 3 clusters Score -1.748794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -17487946.000000 Penalty: 5835.489258
	Iteration 98Q: 3 clusters Score -1.748795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 127417 members 
Entering Unmasked Estep 
Score: -17487956.000000 Penalty: 5835.489258
	Iteration 99Q: 3 clusters Score -1.748796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -17487960.000000 Penalty: 5835.489258
	Iteration 100F: 3 clusters Score -1.748796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Entering Unmasked Estep 
Score: -1574062.000000 Penalty: 2318.954834
	Iteration 0F: 2 clusters Score -1574062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1565422.875000 Penalty: 4637.909668
	Iteration 0F: 3 clusters Score -1565423 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1567990.125000 Penalty: 4637.909668
	Iteration 1F: 3 clusters Score -1567990 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1568293.750000 Penalty: 4637.909668
	Iteration 2F: 3 clusters Score -1568294 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1568514.750000 Penalty: 4637.909668
	Iteration 3Q: 3 clusters Score -1568515 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1568664.375000 Penalty: 4637.909668
	Iteration 4Q: 3 clusters Score -1568664 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1568777.750000 Penalty: 4637.909668
	Iteration 5Q: 3 clusters Score -1568778 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1568866.625000 Penalty: 4637.909668
	Iteration 6Q: 3 clusters Score -1568867 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1568952.250000 Penalty: 4637.909668
	Iteration 7Q: 3 clusters Score -1568952 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1569037.250000 Penalty: 4637.909668
	Iteration 8Q: 3 clusters Score -1569037 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1569091.750000 Penalty: 4637.909668
	Iteration 9Q: 3 clusters Score -1569092 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1569147.125000 Penalty: 4637.909668
	Iteration 10Q: 3 clusters Score -1569147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1569194.875000 Penalty: 4637.909668
	Iteration 11Q: 3 clusters Score -1569195 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1569242.875000 Penalty: 4637.909668
	Iteration 12Q: 3 clusters Score -1569243 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1569291.000000 Penalty: 4637.909668
	Iteration 13Q: 3 clusters Score -1569291 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1569330.875000 Penalty: 4637.909668
	Iteration 14Q: 3 clusters Score -1569331 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1569374.375000 Penalty: 4637.909668
	Iteration 15Q: 3 clusters Score -1569374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1569429.875000 Penalty: 4637.909668
	Iteration 16Q: 3 clusters Score -1569430 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1569493.750000 Penalty: 4637.909668
	Iteration 17Q: 3 clusters Score -1569494 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1569572.375000 Penalty: 4637.909668
	Iteration 18Q: 3 clusters Score -1569572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1569680.500000 Penalty: 4637.909668
	Iteration 19Q: 3 clusters Score -1569680 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1569800.500000 Penalty: 4637.909668
	Iteration 20F: 3 clusters Score -1569800 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1569938.625000 Penalty: 4637.909668
	Iteration 21Q: 3 clusters Score -1569939 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1570107.375000 Penalty: 4637.909668
	Iteration 22Q: 3 clusters Score -1570107 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1570282.375000 Penalty: 4637.909668
	Iteration 23Q: 3 clusters Score -1570282 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1570432.750000 Penalty: 4637.909668
	Iteration 24Q: 3 clusters Score -1570433 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1570575.500000 Penalty: 4637.909668
	Iteration 25Q: 3 clusters Score -1570576 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1570690.500000 Penalty: 4637.909668
	Iteration 26Q: 3 clusters Score -1570690 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1570799.000000 Penalty: 4637.909668
	Iteration 27Q: 3 clusters Score -1570799 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1570889.000000 Penalty: 4637.909668
	Iteration 28Q: 3 clusters Score -1570889 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1570970.875000 Penalty: 4637.909668
	Iteration 29Q: 3 clusters Score -1570971 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1571042.000000 Penalty: 4637.909668
	Iteration 30Q: 3 clusters Score -1571042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1571101.625000 Penalty: 4637.909668
	Iteration 31Q: 3 clusters Score -1571102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1571161.750000 Penalty: 4637.909668
	Iteration 32Q: 3 clusters Score -1571162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1571223.125000 Penalty: 4637.909668
	Iteration 33Q: 3 clusters Score -1571223 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1571275.750000 Penalty: 4637.909668
	Iteration 34Q: 3 clusters Score -1571276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1571328.125000 Penalty: 4637.909668
	Iteration 35Q: 3 clusters Score -1571328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1571383.250000 Penalty: 4637.909668
	Iteration 36Q: 3 clusters Score -1571383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1571422.000000 Penalty: 4637.909668
	Iteration 37Q: 3 clusters Score -1571422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1571463.125000 Penalty: 4637.909668
	Iteration 38Q: 3 clusters Score -1571463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1571493.500000 Penalty: 4637.909668
	Iteration 39Q: 3 clusters Score -1571494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1571528.375000 Penalty: 4637.909668
	Iteration 40F: 3 clusters Score -1571528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1571559.875000 Penalty: 4637.909668
	Iteration 41Q: 3 clusters Score -1571560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1571601.250000 Penalty: 4637.909668
	Iteration 42Q: 3 clusters Score -1571601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1571643.125000 Penalty: 4637.909668
	Iteration 43Q: 3 clusters Score -1571643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1571682.125000 Penalty: 4637.909668
	Iteration 44Q: 3 clusters Score -1571682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1571729.875000 Penalty: 4637.909668
	Iteration 45Q: 3 clusters Score -1571730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1571759.875000 Penalty: 4637.909668
	Iteration 46Q: 3 clusters Score -1571760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1571789.500000 Penalty: 4637.909668
	Iteration 47Q: 3 clusters Score -1571790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1571817.000000 Penalty: 4637.909668
	Iteration 48Q: 3 clusters Score -1571817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1571832.625000 Penalty: 4637.909668
	Iteration 49Q: 3 clusters Score -1571833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1571856.500000 Penalty: 4637.909668
	Iteration 50Q: 3 clusters Score -1571856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1571873.125000 Penalty: 4637.909668
	Iteration 51Q: 3 clusters Score -1571873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1571891.375000 Penalty: 4637.909668
	Iteration 52Q: 3 clusters Score -1571891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1571909.750000 Penalty: 4637.909668
	Iteration 53Q: 3 clusters Score -1571910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1571925.250000 Penalty: 4637.909668
	Iteration 54Q: 3 clusters Score -1571925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1571936.625000 Penalty: 4637.909668
	Iteration 55Q: 3 clusters Score -1571937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1571940.875000 Penalty: 4637.909668
	Iteration 56Q: 3 clusters Score -1571941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1571947.000000 Penalty: 4637.909668
	Iteration 57Q: 3 clusters Score -1571947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1571955.750000 Penalty: 4637.909668
	Iteration 58Q: 3 clusters Score -1571956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1571960.500000 Penalty: 4637.909668
	Iteration 59Q: 3 clusters Score -1571960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1571961.125000 Penalty: 4637.909668
	Iteration 60F: 3 clusters Score -1571961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1571964.500000 Penalty: 4637.909668
	Iteration 61Q: 3 clusters Score -1571964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1571968.875000 Penalty: 4637.909668
	Iteration 62Q: 3 clusters Score -1571969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1571974.500000 Penalty: 4637.909668
	Iteration 63Q: 3 clusters Score -1571974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1571980.250000 Penalty: 4637.909668
	Iteration 64Q: 3 clusters Score -1571980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1571981.125000 Penalty: 4637.909668
	Iteration 65Q: 3 clusters Score -1571981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1571982.000000 Penalty: 4637.909668
	Iteration 66Q: 3 clusters Score -1571982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1571983.500000 Penalty: 4637.909668
	Iteration 67Q: 3 clusters Score -1571984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1571984.625000 Penalty: 4637.909668
	Iteration 68Q: 3 clusters Score -1571985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1571986.750000 Penalty: 4637.909668
	Iteration 69Q: 3 clusters Score -1571987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1571987.375000 Penalty: 4637.909668
	Iteration 70Q: 3 clusters Score -1571987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1571987.375000 Penalty: 4637.909668
	Iteration 71F: 3 clusters Score -1571987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -324559.593750 Penalty: 1933.728271
	Iteration 0F: 2 clusters Score -324559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321665.281250 Penalty: 3867.456543
	Iteration 0F: 3 clusters Score -321665.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -322199.031250 Penalty: 3867.456543
	Iteration 1F: 3 clusters Score -322199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -322314.000000 Penalty: 3867.456543
	Iteration 2F: 3 clusters Score -322314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322379.906250 Penalty: 3867.456543
	Iteration 3Q: 3 clusters Score -322379.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -322415.031250 Penalty: 3867.456543
	Iteration 4Q: 3 clusters Score -322415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322434.093750 Penalty: 3867.456543
	Iteration 5Q: 3 clusters Score -322434.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -322447.000000 Penalty: 3867.456543
	Iteration 6Q: 3 clusters Score -322447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322457.343750 Penalty: 3867.456543
	Iteration 7Q: 3 clusters Score -322457.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322466.093750 Penalty: 3867.456543
	Iteration 8Q: 3 clusters Score -322466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -322475.468750 Penalty: 3867.456543
	Iteration 9Q: 3 clusters Score -322475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322485.781250 Penalty: 3867.456543
	Iteration 10Q: 3 clusters Score -322485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -322492.468750 Penalty: 3867.456543
	Iteration 11Q: 3 clusters Score -322492.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322499.968750 Penalty: 3867.456543
	Iteration 12Q: 3 clusters Score -322500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322504.968750 Penalty: 3867.456543
	Iteration 13Q: 3 clusters Score -322505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -322509.812500 Penalty: 3867.456543
	Iteration 14Q: 3 clusters Score -322509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -322514.187500 Penalty: 3867.456543
	Iteration 15Q: 3 clusters Score -322514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -322520.281250 Penalty: 3867.456543
	Iteration 16Q: 3 clusters Score -322520.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -322521.250000 Penalty: 3867.456543
	Iteration 17Q: 3 clusters Score -322521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -322523.250000 Penalty: 3867.456543
	Iteration 18Q: 3 clusters Score -322523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322524.031250 Penalty: 3867.456543
	Iteration 19Q: 3 clusters Score -322524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322527.000000 Penalty: 3867.456543
	Iteration 20F: 3 clusters Score -322527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -322528.750000 Penalty: 3867.456543
	Iteration 21Q: 3 clusters Score -322528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -322530.843750 Penalty: 3867.456543
	Iteration 22Q: 3 clusters Score -322530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322532.718750 Penalty: 3867.456543
	Iteration 23Q: 3 clusters Score -322532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -322533.937500 Penalty: 3867.456543
	Iteration 24Q: 3 clusters Score -322533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322535.781250 Penalty: 3867.456543
	Iteration 25Q: 3 clusters Score -322535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -322537.031250 Penalty: 3867.456543
	Iteration 26Q: 3 clusters Score -322537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -322537.593750 Penalty: 3867.456543
	Iteration 27Q: 3 clusters Score -322537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -322537.968750 Penalty: 3867.456543
	Iteration 28Q: 3 clusters Score -322538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322538.000000 Penalty: 3867.456543
	Iteration 29Q: 3 clusters Score -322538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322538.000000 Penalty: 3867.456543
	Iteration 30F: 3 clusters Score -322538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 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 235 members 
Entering Unmasked Estep 
Score: -58723.730469 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58723.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59104.652344 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -59104.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59339.632812 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59339.63 nChanged 23
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: -59442.300781 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -59442.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59498.152344 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59498.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59523.199219 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59538.144531 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59538.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59544.085938 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59544.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59552.632812 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59552.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59558.578125 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59558.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59569.664062 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59569.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59579.718750 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59579.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59588.046875 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -59588.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59588.046875 Penalty: 3081.452637
	Iteration 13F: 3 clusters Score -59588.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Entering Unmasked Estep 
Score: -3272232.250000 Penalty: 2499.351074
	Iteration 0F: 2 clusters Score -3272232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3255660.250000 Penalty: 4998.702148
	Iteration 0F: 3 clusters Score -3255660 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3261223.750000 Penalty: 4998.702148
	Iteration 1F: 3 clusters Score -3261224 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3261578.000000 Penalty: 4998.702148
	Iteration 2Q: 3 clusters Score -3261578 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3261923.500000 Penalty: 4998.702148
	Iteration 3Q: 3 clusters Score -3261924 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3262258.250000 Penalty: 4998.702148
	Iteration 4Q: 3 clusters Score -3262258 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3262616.500000 Penalty: 4998.702148
	Iteration 5Q: 3 clusters Score -3262616 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3263072.250000 Penalty: 4998.702148
	Iteration 6Q: 3 clusters Score -3263072 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3263595.000000 Penalty: 4998.702148
	Iteration 7Q: 3 clusters Score -3263595 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3264231.750000 Penalty: 4998.702148
	Iteration 8Q: 3 clusters Score -3264232 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3265009.750000 Penalty: 4998.702148
	Iteration 9Q: 3 clusters Score -3265010 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3265933.500000 Penalty: 4998.702148
	Iteration 10Q: 3 clusters Score -3265934 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3266827.500000 Penalty: 4998.702148
	Iteration 11Q: 3 clusters Score -3266828 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3267577.750000 Penalty: 4998.702148
	Iteration 12Q: 3 clusters Score -3267578 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3268210.750000 Penalty: 4998.702148
	Iteration 13Q: 3 clusters Score -3268211 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3268678.250000 Penalty: 4998.702148
	Iteration 14Q: 3 clusters Score -3268678 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3269041.250000 Penalty: 4998.702148
	Iteration 15Q: 3 clusters Score -3269041 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3269291.750000 Penalty: 4998.702148
	Iteration 16Q: 3 clusters Score -3269292 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3269502.750000 Penalty: 4998.702148
	Iteration 17Q: 3 clusters Score -3269503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3269632.000000 Penalty: 4998.702148
	Iteration 18Q: 3 clusters Score -3269632 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3269716.750000 Penalty: 4998.702148
	Iteration 19Q: 3 clusters Score -3269717 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3269789.500000 Penalty: 4998.702148
	Iteration 20F: 3 clusters Score -3269790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3269850.250000 Penalty: 4998.702148
	Iteration 21Q: 3 clusters Score -3269850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3269885.000000 Penalty: 4998.702148
	Iteration 22Q: 3 clusters Score -3269885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3269912.750000 Penalty: 4998.702148
	Iteration 23Q: 3 clusters Score -3269913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3269936.000000 Penalty: 4998.702148
	Iteration 24Q: 3 clusters Score -3269936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3269955.750000 Penalty: 4998.702148
	Iteration 25Q: 3 clusters Score -3269956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3269970.750000 Penalty: 4998.702148
	Iteration 26Q: 3 clusters Score -3269971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3269984.250000 Penalty: 4998.702148
	Iteration 27Q: 3 clusters Score -3269984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3269994.000000 Penalty: 4998.702148
	Iteration 28Q: 3 clusters Score -3269994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3269998.750000 Penalty: 4998.702148
	Iteration 29Q: 3 clusters Score -3269999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3270001.500000 Penalty: 4998.702148
	Iteration 30Q: 3 clusters Score -3270002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3270007.000000 Penalty: 4998.702148
	Iteration 31Q: 3 clusters Score -3270007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3270017.500000 Penalty: 4998.702148
	Iteration 32Q: 3 clusters Score -3270018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3270029.750000 Penalty: 4998.702148
	Iteration 33Q: 3 clusters Score -3270030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3270034.000000 Penalty: 4998.702148
	Iteration 34Q: 3 clusters Score -3270034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3270040.000000 Penalty: 4998.702148
	Iteration 35Q: 3 clusters Score -3270040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3270041.750000 Penalty: 4998.702148
	Iteration 36Q: 3 clusters Score -3270042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3270047.250000 Penalty: 4998.702148
	Iteration 37Q: 3 clusters Score -3270047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3270049.750000 Penalty: 4998.702148
	Iteration 38Q: 3 clusters Score -3270050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3270051.250000 Penalty: 4998.702148
	Iteration 39Q: 3 clusters Score -3270051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3270055.000000 Penalty: 4998.702148
	Iteration 40F: 3 clusters Score -3270055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3270056.750000 Penalty: 4998.702148
	Iteration 41Q: 3 clusters Score -3270057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3270061.000000 Penalty: 4998.702148
	Iteration 42Q: 3 clusters Score -3270061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3270064.000000 Penalty: 4998.702148
	Iteration 43Q: 3 clusters Score -3270064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3270057.750000 Penalty: 4998.702148
	Iteration 44Q: 3 clusters Score -3270058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3270059.750000 Penalty: 4998.702148
	Iteration 45Q: 3 clusters Score -3270060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3270061.500000 Penalty: 4998.702148
	Iteration 46Q: 3 clusters Score -3270062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3270062.250000 Penalty: 4998.702148
	Iteration 47Q: 3 clusters Score -3270062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3270062.250000 Penalty: 4998.702148
	Iteration 48F: 3 clusters Score -3270062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Entering Unmasked Estep 
Score: -9501960.000000 Penalty: 2773.212402
	Iteration 0F: 2 clusters Score -9501960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9453847.000000 Penalty: 5546.424805
	Iteration 0F: 3 clusters Score -9453847 nChanged 33444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -9472620.000000 Penalty: 5546.424805
	Iteration 1F: 3 clusters Score -9472620 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -9473293.000000 Penalty: 5546.424805
	Iteration 2Q: 3 clusters Score -9473293 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -9474074.000000 Penalty: 5546.424805
	Iteration 3Q: 3 clusters Score -9474074 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -9475209.000000 Penalty: 5546.424805
	Iteration 4Q: 3 clusters Score -9475209 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -9476801.000000 Penalty: 5546.424805
	Iteration 5Q: 3 clusters Score -9476801 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9479423.000000 Penalty: 5546.424805
	Iteration 6F: 3 clusters Score -9479423 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -9483126.000000 Penalty: 5546.424805
	Iteration 7F: 3 clusters Score -9483126 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -9487576.000000 Penalty: 5546.424805
	Iteration 8F: 3 clusters Score -9487576 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -9491863.000000 Penalty: 5546.424805
	Iteration 9F: 3 clusters Score -9491863 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -9495016.000000 Penalty: 5546.424805
	Iteration 10F: 3 clusters Score -9495016 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -9496982.000000 Penalty: 5546.424805
	Iteration 11Q: 3 clusters Score -9496982 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9498105.000000 Penalty: 5546.424805
	Iteration 12Q: 3 clusters Score -9498105 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9498661.000000 Penalty: 5546.424805
	Iteration 13Q: 3 clusters Score -9498661 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9498977.000000 Penalty: 5546.424805
	Iteration 14Q: 3 clusters Score -9498977 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9499162.000000 Penalty: 5546.424805
	Iteration 15Q: 3 clusters Score -9499162 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9499280.000000 Penalty: 5546.424805
	Iteration 16Q: 3 clusters Score -9499280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9499355.000000 Penalty: 5546.424805
	Iteration 17Q: 3 clusters Score -9499355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9499410.000000 Penalty: 5546.424805
	Iteration 18Q: 3 clusters Score -9499410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9499436.000000 Penalty: 5546.424805
	Iteration 19Q: 3 clusters Score -9499436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9499468.000000 Penalty: 5546.424805
	Iteration 20F: 3 clusters Score -9499468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9499492.000000 Penalty: 5546.424805
	Iteration 21Q: 3 clusters Score -9499492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9499505.000000 Penalty: 5546.424805
	Iteration 22Q: 3 clusters Score -9499505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9499515.000000 Penalty: 5546.424805
	Iteration 23Q: 3 clusters Score -9499515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9499535.000000 Penalty: 5546.424805
	Iteration 24Q: 3 clusters Score -9499535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9499552.000000 Penalty: 5546.424805
	Iteration 25Q: 3 clusters Score -9499552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9499562.000000 Penalty: 5546.424805
	Iteration 26Q: 3 clusters Score -9499562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9499563.000000 Penalty: 5546.424805
	Iteration 27Q: 3 clusters Score -9499563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9499581.000000 Penalty: 5546.424805
	Iteration 28Q: 3 clusters Score -9499581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9499585.000000 Penalty: 5546.424805
	Iteration 29Q: 3 clusters Score -9499585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9499594.000000 Penalty: 5546.424805
	Iteration 30Q: 3 clusters Score -9499594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9499594.000000 Penalty: 5546.424805
	Iteration 31F: 3 clusters Score -9499594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -540796.000000 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -540796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -536970.875000 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -536970.9 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -537781.000000 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -537781 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -537954.875000 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -537954.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -538063.125000 Penalty: 4097.204590
	Iteration 3Q: 3 clusters Score -538063.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -538113.250000 Penalty: 4097.204590
	Iteration 4Q: 3 clusters Score -538113.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -538151.687500 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -538151.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -538186.187500 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -538186.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -538209.250000 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -538209.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -538231.750000 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -538231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -538256.187500 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -538256.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -538271.062500 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -538271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -538284.750000 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -538284.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -538297.500000 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -538297.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -538308.500000 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -538308.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -538325.875000 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -538325.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -538338.000000 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -538338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -538353.500000 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -538353.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -538365.062500 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -538365.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -538376.062500 Penalty: 4097.204590
	Iteration 18Q: 3 clusters Score -538376.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -538386.812500 Penalty: 4097.204590
	Iteration 19Q: 3 clusters Score -538386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -538399.562500 Penalty: 4097.204590
	Iteration 20F: 3 clusters Score -538399.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -538416.625000 Penalty: 4097.204590
	Iteration 21Q: 3 clusters Score -538416.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -538430.375000 Penalty: 4097.204590
	Iteration 22Q: 3 clusters Score -538430.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -538451.500000 Penalty: 4097.204590
	Iteration 23Q: 3 clusters Score -538451.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -538471.437500 Penalty: 4097.204590
	Iteration 24Q: 3 clusters Score -538471.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -538487.937500 Penalty: 4097.204590
	Iteration 25Q: 3 clusters Score -538487.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -538505.312500 Penalty: 4097.204590
	Iteration 26Q: 3 clusters Score -538505.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -538534.750000 Penalty: 4097.204590
	Iteration 27Q: 3 clusters Score -538534.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -538568.250000 Penalty: 4097.204590
	Iteration 28Q: 3 clusters Score -538568.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -538593.062500 Penalty: 4097.204590
	Iteration 29Q: 3 clusters Score -538593.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -538608.625000 Penalty: 4097.204590
	Iteration 30Q: 3 clusters Score -538608.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -538621.250000 Penalty: 4097.204590
	Iteration 31Q: 3 clusters Score -538621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -538640.875000 Penalty: 4097.204590
	Iteration 32Q: 3 clusters Score -538640.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -538662.937500 Penalty: 4097.204590
	Iteration 33Q: 3 clusters Score -538662.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -538682.375000 Penalty: 4097.204590
	Iteration 34Q: 3 clusters Score -538682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -538690.062500 Penalty: 4097.204590
	Iteration 35Q: 3 clusters Score -538690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -538695.687500 Penalty: 4097.204590
	Iteration 36Q: 3 clusters Score -538695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -538702.562500 Penalty: 4097.204590
	Iteration 37Q: 3 clusters Score -538702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -538709.062500 Penalty: 4097.204590
	Iteration 38Q: 3 clusters Score -538709.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -538713.937500 Penalty: 4097.204590
	Iteration 39Q: 3 clusters Score -538713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -538719.437500 Penalty: 4097.204590
	Iteration 40F: 3 clusters Score -538719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -538725.750000 Penalty: 4097.204590
	Iteration 41Q: 3 clusters Score -538725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -538731.312500 Penalty: 4097.204590
	Iteration 42Q: 3 clusters Score -538731.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -538737.687500 Penalty: 4097.204590
	Iteration 43Q: 3 clusters Score -538737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -538743.312500 Penalty: 4097.204590
	Iteration 44Q: 3 clusters Score -538743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -538749.875000 Penalty: 4097.204590
	Iteration 45Q: 3 clusters Score -538749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -538756.500000 Penalty: 4097.204590
	Iteration 46Q: 3 clusters Score -538756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -538761.312500 Penalty: 4097.204590
	Iteration 47Q: 3 clusters Score -538761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -538766.750000 Penalty: 4097.204590
	Iteration 48Q: 3 clusters Score -538766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -538769.875000 Penalty: 4097.204590
	Iteration 49Q: 3 clusters Score -538769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -538775.750000 Penalty: 4097.204590
	Iteration 50Q: 3 clusters Score -538775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -538780.250000 Penalty: 4097.204590
	Iteration 51Q: 3 clusters Score -538780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -538782.937500 Penalty: 4097.204590
	Iteration 52Q: 3 clusters Score -538782.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -538787.500000 Penalty: 4097.204590
	Iteration 53Q: 3 clusters Score -538787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -538792.312500 Penalty: 4097.204590
	Iteration 54Q: 3 clusters Score -538792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -538794.187500 Penalty: 4097.204590
	Iteration 55Q: 3 clusters Score -538794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -538797.875000 Penalty: 4097.204590
	Iteration 56Q: 3 clusters Score -538797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -538801.062500 Penalty: 4097.204590
	Iteration 57Q: 3 clusters Score -538801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -538801.875000 Penalty: 4097.204590
	Iteration 58Q: 3 clusters Score -538801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -538803.125000 Penalty: 4097.204590
	Iteration 59Q: 3 clusters Score -538803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -538803.875000 Penalty: 4097.204590
	Iteration 60F: 3 clusters Score -538803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -538806.062500 Penalty: 4097.204590
	Iteration 61Q: 3 clusters Score -538806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -538810.500000 Penalty: 4097.204590
	Iteration 62Q: 3 clusters Score -538810.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -538815.187500 Penalty: 4097.204590
	Iteration 63Q: 3 clusters Score -538815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -538821.937500 Penalty: 4097.204590
	Iteration 64Q: 3 clusters Score -538821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -538827.937500 Penalty: 4097.204590
	Iteration 65Q: 3 clusters Score -538827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -538834.312500 Penalty: 4097.204590
	Iteration 66Q: 3 clusters Score -538834.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -538848.312500 Penalty: 4097.204590
	Iteration 67Q: 3 clusters Score -538848.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -538859.000000 Penalty: 4097.204590
	Iteration 68Q: 3 clusters Score -538859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -538865.312500 Penalty: 4097.204590
	Iteration 69Q: 3 clusters Score -538865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -538868.312500 Penalty: 4097.204590
	Iteration 70Q: 3 clusters Score -538868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -538871.812500 Penalty: 4097.204590
	Iteration 71Q: 3 clusters Score -538871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -538873.000000 Penalty: 4097.204590
	Iteration 72Q: 3 clusters Score -538873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -538873.750000 Penalty: 4097.204590
	Iteration 73Q: 3 clusters Score -538873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -538874.500000 Penalty: 4097.204590
	Iteration 74Q: 3 clusters Score -538874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -538876.250000 Penalty: 4097.204590
	Iteration 75Q: 3 clusters Score -538876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -538876.250000 Penalty: 4097.204590
	Iteration 76F: 3 clusters Score -538876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1328677.125000 Penalty: 2313.881104
	Iteration 0F: 2 clusters Score -1328677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1320220.500000 Penalty: 4627.762207
	Iteration 0F: 3 clusters Score -1320220 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1322949.500000 Penalty: 4627.762207
	Iteration 1F: 3 clusters Score -1322950 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1323508.375000 Penalty: 4627.762207
	Iteration 2F: 3 clusters Score -1323508 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1323961.250000 Penalty: 4627.762207
	Iteration 3F: 3 clusters Score -1323961 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1324373.375000 Penalty: 4627.762207
	Iteration 4F: 3 clusters Score -1324373 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1324744.875000 Penalty: 4627.762207
	Iteration 5F: 3 clusters Score -1324745 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1325096.125000 Penalty: 4627.762207
	Iteration 6Q: 3 clusters Score -1325096 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1325506.875000 Penalty: 4627.762207
	Iteration 7Q: 3 clusters Score -1325507 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1325921.250000 Penalty: 4627.762207
	Iteration 8Q: 3 clusters Score -1325921 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1326291.875000 Penalty: 4627.762207
	Iteration 9Q: 3 clusters Score -1326292 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1326567.875000 Penalty: 4627.762207
	Iteration 10Q: 3 clusters Score -1326568 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1326808.500000 Penalty: 4627.762207
	Iteration 11Q: 3 clusters Score -1326808 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1327000.000000 Penalty: 4627.762207
	Iteration 12Q: 3 clusters Score -1327000 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1327122.500000 Penalty: 4627.762207
	Iteration 13Q: 3 clusters Score -1327122 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1327209.625000 Penalty: 4627.762207
	Iteration 14Q: 3 clusters Score -1327210 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1327272.875000 Penalty: 4627.762207
	Iteration 15Q: 3 clusters Score -1327273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1327320.250000 Penalty: 4627.762207
	Iteration 16Q: 3 clusters Score -1327320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1327355.250000 Penalty: 4627.762207
	Iteration 17Q: 3 clusters Score -1327355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1327390.000000 Penalty: 4627.762207
	Iteration 18Q: 3 clusters Score -1327390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1327406.750000 Penalty: 4627.762207
	Iteration 19Q: 3 clusters Score -1327407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1327431.000000 Penalty: 4627.762207
	Iteration 20F: 3 clusters Score -1327431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1327449.375000 Penalty: 4627.762207
	Iteration 21Q: 3 clusters Score -1327449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1327462.500000 Penalty: 4627.762207
	Iteration 22Q: 3 clusters Score -1327462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1327474.000000 Penalty: 4627.762207
	Iteration 23Q: 3 clusters Score -1327474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1327485.000000 Penalty: 4627.762207
	Iteration 24Q: 3 clusters Score -1327485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1327496.625000 Penalty: 4627.762207
	Iteration 25Q: 3 clusters Score -1327497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1327500.875000 Penalty: 4627.762207
	Iteration 26Q: 3 clusters Score -1327501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1327506.750000 Penalty: 4627.762207
	Iteration 27Q: 3 clusters Score -1327507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1327511.625000 Penalty: 4627.762207
	Iteration 28Q: 3 clusters Score -1327512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1327513.875000 Penalty: 4627.762207
	Iteration 29Q: 3 clusters Score -1327514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1327518.250000 Penalty: 4627.762207
	Iteration 30Q: 3 clusters Score -1327518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1327522.750000 Penalty: 4627.762207
	Iteration 31Q: 3 clusters Score -1327523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1327526.000000 Penalty: 4627.762207
	Iteration 32Q: 3 clusters Score -1327526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1327527.375000 Penalty: 4627.762207
	Iteration 33Q: 3 clusters Score -1327527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1327529.875000 Penalty: 4627.762207
	Iteration 34Q: 3 clusters Score -1327530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1327533.250000 Penalty: 4627.762207
	Iteration 35Q: 3 clusters Score -1327533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1327534.875000 Penalty: 4627.762207
	Iteration 36Q: 3 clusters Score -1327535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1327535.375000 Penalty: 4627.762207
	Iteration 37Q: 3 clusters Score -1327535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1327538.000000 Penalty: 4627.762207
	Iteration 38Q: 3 clusters Score -1327538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1327535.875000 Penalty: 4627.762207
	Iteration 39Q: 3 clusters Score -1327536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1327536.250000 Penalty: 4627.762207
	Iteration 40F: 3 clusters Score -1327536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1327536.500000 Penalty: 4627.762207
	Iteration 41Q: 3 clusters Score -1327536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1327538.500000 Penalty: 4627.762207
	Iteration 42Q: 3 clusters Score -1327538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1327539.000000 Penalty: 4627.762207
	Iteration 43Q: 3 clusters Score -1327539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1327539.000000 Penalty: 4627.762207
	Iteration 44F: 3 clusters Score -1327539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Entering Unmasked Estep 
Score: -6337567.500000 Penalty: 2664.949951
	Iteration 0F: 2 clusters Score -6337568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -6306051.500000 Penalty: 5329.899902
	Iteration 0F: 3 clusters Score -6306052 nChanged 21454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -6318020.500000 Penalty: 5329.899902
	Iteration 1F: 3 clusters Score -6318020 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6318648.500000 Penalty: 5329.899902
	Iteration 2Q: 3 clusters Score -6318648 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6319209.500000 Penalty: 5329.899902
	Iteration 3Q: 3 clusters Score -6319210 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6319818.000000 Penalty: 5329.899902
	Iteration 4Q: 3 clusters Score -6319818 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -6320496.000000 Penalty: 5329.899902
	Iteration 5Q: 3 clusters Score -6320496 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -6321269.500000 Penalty: 5329.899902
	Iteration 6Q: 3 clusters Score -6321270 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -6322244.500000 Penalty: 5329.899902
	Iteration 7Q: 3 clusters Score -6322244 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -6323473.000000 Penalty: 5329.899902
	Iteration 8Q: 3 clusters Score -6323473 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -6325124.000000 Penalty: 5329.899902
	Iteration 9F: 3 clusters Score -6325124 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -6327140.500000 Penalty: 5329.899902
	Iteration 10F: 3 clusters Score -6327140 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -6328840.500000 Penalty: 5329.899902
	Iteration 11F: 3 clusters Score -6328840 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6329756.500000 Penalty: 5329.899902
	Iteration 12Q: 3 clusters Score -6329756 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -6330121.500000 Penalty: 5329.899902
	Iteration 13Q: 3 clusters Score -6330122 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6330245.000000 Penalty: 5329.899902
	Iteration 14Q: 3 clusters Score -6330245 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -6330336.500000 Penalty: 5329.899902
	Iteration 15Q: 3 clusters Score -6330336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6330387.500000 Penalty: 5329.899902
	Iteration 16Q: 3 clusters Score -6330388 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -6330454.000000 Penalty: 5329.899902
	Iteration 17Q: 3 clusters Score -6330454 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -6330527.000000 Penalty: 5329.899902
	Iteration 18Q: 3 clusters Score -6330527 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -6330582.500000 Penalty: 5329.899902
	Iteration 19Q: 3 clusters Score -6330582 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -6330626.500000 Penalty: 5329.899902
	Iteration 20F: 3 clusters Score -6330626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6330681.000000 Penalty: 5329.899902
	Iteration 21Q: 3 clusters Score -6330681 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6330764.000000 Penalty: 5329.899902
	Iteration 22Q: 3 clusters Score -6330764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -6330806.000000 Penalty: 5329.899902
	Iteration 23Q: 3 clusters Score -6330806 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -6330823.000000 Penalty: 5329.899902
	Iteration 24Q: 3 clusters Score -6330823 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6330835.500000 Penalty: 5329.899902
	Iteration 25Q: 3 clusters Score -6330836 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -6330846.000000 Penalty: 5329.899902
	Iteration 26Q: 3 clusters Score -6330846 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -6330884.000000 Penalty: 5329.899902
	Iteration 27Q: 3 clusters Score -6330884 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -6330933.000000 Penalty: 5329.899902
	Iteration 28Q: 3 clusters Score -6330933 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -6330978.500000 Penalty: 5329.899902
	Iteration 29Q: 3 clusters Score -6330978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6330974.000000 Penalty: 5329.899902
	Iteration 30Q: 3 clusters Score -6330974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -6331002.000000 Penalty: 5329.899902
	Iteration 31Q: 3 clusters Score -6331002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -6331038.000000 Penalty: 5329.899902
	Iteration 32Q: 3 clusters Score -6331038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6331025.500000 Penalty: 5329.899902
	Iteration 33Q: 3 clusters Score -6331026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -6331043.000000 Penalty: 5329.899902
	Iteration 34Q: 3 clusters Score -6331043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -6331042.500000 Penalty: 5329.899902
	Iteration 35Q: 3 clusters Score -6331042 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -6331067.500000 Penalty: 5329.899902
	Iteration 36Q: 3 clusters Score -6331068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -6331095.500000 Penalty: 5329.899902
	Iteration 37Q: 3 clusters Score -6331096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -6331113.500000 Penalty: 5329.899902
	Iteration 38Q: 3 clusters Score -6331114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6331110.500000 Penalty: 5329.899902
	Iteration 39Q: 3 clusters Score -6331110 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -6331129.500000 Penalty: 5329.899902
	Iteration 40F: 3 clusters Score -6331130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -6331125.000000 Penalty: 5329.899902
	Iteration 41Q: 3 clusters Score -6331125 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -6331128.500000 Penalty: 5329.899902
	Iteration 42Q: 3 clusters Score -6331128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6331140.000000 Penalty: 5329.899902
	Iteration 43Q: 3 clusters Score -6331140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -6331154.500000 Penalty: 5329.899902
	Iteration 44Q: 3 clusters Score -6331154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -6331168.500000 Penalty: 5329.899902
	Iteration 45Q: 3 clusters Score -6331168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -6331180.500000 Penalty: 5329.899902
	Iteration 46Q: 3 clusters Score -6331180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -6331184.000000 Penalty: 5329.899902
	Iteration 47Q: 3 clusters Score -6331184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -6331187.000000 Penalty: 5329.899902
	Iteration 48Q: 3 clusters Score -6331187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -6331192.000000 Penalty: 5329.899902
	Iteration 49Q: 3 clusters Score -6331192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -6331190.500000 Penalty: 5329.899902
	Iteration 50Q: 3 clusters Score -6331190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -6331190.500000 Penalty: 5329.899902
	Iteration 51Q: 3 clusters Score -6331190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -6331204.500000 Penalty: 5329.899902
	Iteration 52Q: 3 clusters Score -6331204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -6331207.500000 Penalty: 5329.899902
	Iteration 53Q: 3 clusters Score -6331208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -6331200.500000 Penalty: 5329.899902
	Iteration 54Q: 3 clusters Score -6331200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -6331200.000000 Penalty: 5329.899902
	Iteration 55Q: 3 clusters Score -6331200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -6331195.000000 Penalty: 5329.899902
	Iteration 56Q: 3 clusters Score -6331195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -6331189.000000 Penalty: 5329.899902
	Iteration 57Q: 3 clusters Score -6331189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -6331197.500000 Penalty: 5329.899902
	Iteration 58Q: 3 clusters Score -6331198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6331191.000000 Penalty: 5329.899902
	Iteration 59Q: 3 clusters Score -6331191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -6331194.500000 Penalty: 5329.899902
	Iteration 60F: 3 clusters Score -6331194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -6331201.000000 Penalty: 5329.899902
	Iteration 61Q: 3 clusters Score -6331201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6331203.500000 Penalty: 5329.899902
	Iteration 62Q: 3 clusters Score -6331204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -6331217.500000 Penalty: 5329.899902
	Iteration 63Q: 3 clusters Score -6331218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -6331221.000000 Penalty: 5329.899902
	Iteration 64Q: 3 clusters Score -6331221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6331221.500000 Penalty: 5329.899902
	Iteration 65Q: 3 clusters Score -6331222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6331219.500000 Penalty: 5329.899902
	Iteration 66Q: 3 clusters Score -6331220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -6331230.000000 Penalty: 5329.899902
	Iteration 67Q: 3 clusters Score -6331230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -6331222.000000 Penalty: 5329.899902
	Iteration 68Q: 3 clusters Score -6331222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -6331226.000000 Penalty: 5329.899902
	Iteration 69Q: 3 clusters Score -6331226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -6331224.000000 Penalty: 5329.899902
	Iteration 70Q: 3 clusters Score -6331224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -6331216.000000 Penalty: 5329.899902
	Iteration 71Q: 3 clusters Score -6331216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -6331225.500000 Penalty: 5329.899902
	Iteration 72Q: 3 clusters Score -6331226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -6331243.500000 Penalty: 5329.899902
	Iteration 73Q: 3 clusters Score -6331244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -6331243.000000 Penalty: 5329.899902
	Iteration 74Q: 3 clusters Score -6331243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -6331236.500000 Penalty: 5329.899902
	Iteration 75Q: 3 clusters Score -6331236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6331239.500000 Penalty: 5329.899902
	Iteration 76Q: 3 clusters Score -6331240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -6331237.500000 Penalty: 5329.899902
	Iteration 77Q: 3 clusters Score -6331238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -6331239.000000 Penalty: 5329.899902
	Iteration 78Q: 3 clusters Score -6331239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -6331244.000000 Penalty: 5329.899902
	Iteration 79Q: 3 clusters Score -6331244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -6331235.500000 Penalty: 5329.899902
	Iteration 80F: 3 clusters Score -6331236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6331235.500000 Penalty: 5329.899902
	Iteration 81Q: 3 clusters Score -6331236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6331249.500000 Penalty: 5329.899902
	Iteration 82Q: 3 clusters Score -6331250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6331255.000000 Penalty: 5329.899902
	Iteration 83Q: 3 clusters Score -6331255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -6331251.500000 Penalty: 5329.899902
	Iteration 84Q: 3 clusters Score -6331252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -6331261.000000 Penalty: 5329.899902
	Iteration 85Q: 3 clusters Score -6331261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -6331255.500000 Penalty: 5329.899902
	Iteration 86Q: 3 clusters Score -6331256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -6331275.000000 Penalty: 5329.899902
	Iteration 87Q: 3 clusters Score -6331275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -6331273.500000 Penalty: 5329.899902
	Iteration 88Q: 3 clusters Score -6331274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -6331280.500000 Penalty: 5329.899902
	Iteration 89Q: 3 clusters Score -6331280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -6331288.000000 Penalty: 5329.899902
	Iteration 90Q: 3 clusters Score -6331288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -6331288.500000 Penalty: 5329.899902
	Iteration 91Q: 3 clusters Score -6331288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -6331289.500000 Penalty: 5329.899902
	Iteration 92Q: 3 clusters Score -6331290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -6331290.500000 Penalty: 5329.899902
	Iteration 93Q: 3 clusters Score -6331290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -6331295.000000 Penalty: 5329.899902
	Iteration 94Q: 3 clusters Score -6331295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -6331296.500000 Penalty: 5329.899902
	Iteration 95Q: 3 clusters Score -6331296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6331293.000000 Penalty: 5329.899902
	Iteration 96Q: 3 clusters Score -6331293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -6331294.000000 Penalty: 5329.899902
	Iteration 97Q: 3 clusters Score -6331294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6331287.500000 Penalty: 5329.899902
	Iteration 98Q: 3 clusters Score -6331288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6331280.000000 Penalty: 5329.899902
	Iteration 99Q: 3 clusters Score -6331280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -6331284.500000 Penalty: 5329.899902
	Iteration 100F: 3 clusters Score -6331284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -6331278.000000 Penalty: 5329.899902
	Iteration 101Q: 3 clusters Score -6331278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6331281.000000 Penalty: 5329.899902
	Iteration 102Q: 3 clusters Score -6331281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -6331274.000000 Penalty: 5329.899902
	Iteration 103Q: 3 clusters Score -6331274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -6331278.000000 Penalty: 5329.899902
	Iteration 104Q: 3 clusters Score -6331278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6331273.000000 Penalty: 5329.899902
	Iteration 105Q: 3 clusters Score -6331273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6331276.000000 Penalty: 5329.899902
	Iteration 106Q: 3 clusters Score -6331276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6331273.000000 Penalty: 5329.899902
	Iteration 107Q: 3 clusters Score -6331273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6331271.000000 Penalty: 5329.899902
	Iteration 108Q: 3 clusters Score -6331271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -6331267.000000 Penalty: 5329.899902
	Iteration 109Q: 3 clusters Score -6331267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6331266.000000 Penalty: 5329.899902
	Iteration 110Q: 3 clusters Score -6331266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -6331274.500000 Penalty: 5329.899902
	Iteration 111Q: 3 clusters Score -6331274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -6331283.500000 Penalty: 5329.899902
	Iteration 112Q: 3 clusters Score -6331284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -6331281.500000 Penalty: 5329.899902
	Iteration 113Q: 3 clusters Score -6331282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -6331280.500000 Penalty: 5329.899902
	Iteration 114Q: 3 clusters Score -6331280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -6331281.000000 Penalty: 5329.899902
	Iteration 115Q: 3 clusters Score -6331281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -6331276.500000 Penalty: 5329.899902
	Iteration 116Q: 3 clusters Score -6331276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -6331277.000000 Penalty: 5329.899902
	Iteration 117Q: 3 clusters Score -6331277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -6331284.000000 Penalty: 5329.899902
	Iteration 118Q: 3 clusters Score -6331284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -6331278.000000 Penalty: 5329.899902
	Iteration 119Q: 3 clusters Score -6331278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -6331275.000000 Penalty: 5329.899902
	Iteration 120F: 3 clusters Score -6331275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -6331275.000000 Penalty: 5329.899902
	Iteration 121Q: 3 clusters Score -6331275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6331274.500000 Penalty: 5329.899902
	Iteration 122Q: 3 clusters Score -6331274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6331274.500000 Penalty: 5329.899902
	Iteration 123F: 3 clusters Score -6331274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -344846.000000 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -344846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341851.093750 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -341851.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -342357.531250 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -342357.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342478.500000 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -342478.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342538.250000 Penalty: 3893.071045
	Iteration 3Q: 3 clusters Score -342538.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -342571.093750 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -342571.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -342587.437500 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -342587.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -342600.218750 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -342600.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342614.375000 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -342614.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -342627.375000 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -342627.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -342639.968750 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -342640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -342648.093750 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -342648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342656.562500 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -342656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342664.343750 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -342664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342671.781250 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -342671.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342676.406250 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -342676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -342680.062500 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -342680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342680.875000 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -342680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342682.343750 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -342682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342685.718750 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -342685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342689.656250 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -342689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -342696.125000 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -342696.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -342701.000000 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -342701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -342704.625000 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -342704.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342715.375000 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -342715.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -342723.968750 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -342724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -342727.500000 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -342727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342729.687500 Penalty: 3893.071045
	Iteration 26Q: 3 clusters Score -342729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342731.906250 Penalty: 3893.071045
	Iteration 27Q: 3 clusters Score -342731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342735.281250 Penalty: 3893.071045
	Iteration 28Q: 3 clusters Score -342735.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -342739.968750 Penalty: 3893.071045
	Iteration 29Q: 3 clusters Score -342740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -342742.750000 Penalty: 3893.071045
	Iteration 30Q: 3 clusters Score -342742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -342746.656250 Penalty: 3893.071045
	Iteration 31Q: 3 clusters Score -342746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -342747.156250 Penalty: 3893.071045
	Iteration 32Q: 3 clusters Score -342747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -342748.937500 Penalty: 3893.071045
	Iteration 33Q: 3 clusters Score -342748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -342751.406250 Penalty: 3893.071045
	Iteration 34Q: 3 clusters Score -342751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342753.656250 Penalty: 3893.071045
	Iteration 35Q: 3 clusters Score -342753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342754.656250 Penalty: 3893.071045
	Iteration 36Q: 3 clusters Score -342754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342755.781250 Penalty: 3893.071045
	Iteration 37Q: 3 clusters Score -342755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -342756.781250 Penalty: 3893.071045
	Iteration 38Q: 3 clusters Score -342756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -342756.375000 Penalty: 3893.071045
	Iteration 39Q: 3 clusters Score -342756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -342757.000000 Penalty: 3893.071045
	Iteration 40F: 3 clusters Score -342757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Entering Unmasked Estep 
Score: -22741584.000000 Penalty: 2984.357422
	Iteration 0F: 2 clusters Score -2.274158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -22631760.000000 Penalty: 5968.714844
	Iteration 0F: 3 clusters Score -2.263176e+07 nChanged 80668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -22677950.000000 Penalty: 5968.714844
	Iteration 1F: 3 clusters Score -2.267795e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -22678458.000000 Penalty: 5968.714844
	Iteration 2Q: 3 clusters Score -2.267846e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -22679402.000000 Penalty: 5968.714844
	Iteration 3Q: 3 clusters Score -2.26794e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -22680302.000000 Penalty: 5968.714844
	Iteration 4Q: 3 clusters Score -2.26803e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -22681610.000000 Penalty: 5968.714844
	Iteration 5Q: 3 clusters Score -2.268161e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -22683720.000000 Penalty: 5968.714844
	Iteration 6Q: 3 clusters Score -2.268372e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -22688136.000000 Penalty: 5968.714844
	Iteration 7F: 3 clusters Score -2.268814e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -22695858.000000 Penalty: 5968.714844
	Iteration 8F: 3 clusters Score -2.269586e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -22707302.000000 Penalty: 5968.714844
	Iteration 9F: 3 clusters Score -2.27073e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 142041 members 
Entering Unmasked Estep 
Score: -22719966.000000 Penalty: 5968.714844
	Iteration 10F: 3 clusters Score -2.271997e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -22729464.000000 Penalty: 5968.714844
	Iteration 11F: 3 clusters Score -2.272946e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -22734466.000000 Penalty: 5968.714844
	Iteration 12Q: 3 clusters Score -2.273447e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 158026 members 
Entering Unmasked Estep 
Score: -22736604.000000 Penalty: 5968.714844
	Iteration 13Q: 3 clusters Score -2.27366e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -22737558.000000 Penalty: 5968.714844
	Iteration 14Q: 3 clusters Score -2.273756e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -22738122.000000 Penalty: 5968.714844
	Iteration 15Q: 3 clusters Score -2.273812e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 162306 members 
Entering Unmasked Estep 
Score: -22738384.000000 Penalty: 5968.714844
	Iteration 16Q: 3 clusters Score -2.273838e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -22738658.000000 Penalty: 5968.714844
	Iteration 17Q: 3 clusters Score -2.273866e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -22738716.000000 Penalty: 5968.714844
	Iteration 18Q: 3 clusters Score -2.273872e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 164714 members 
Entering Unmasked Estep 
Score: -22738824.000000 Penalty: 5968.714844
	Iteration 19Q: 3 clusters Score -2.273882e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -22738948.000000 Penalty: 5968.714844
	Iteration 20F: 3 clusters Score -2.273895e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 165771 members 
Entering Unmasked Estep 
Score: -22739014.000000 Penalty: 5968.714844
	Iteration 21Q: 3 clusters Score -2.273901e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -22739062.000000 Penalty: 5968.714844
	Iteration 22Q: 3 clusters Score -2.273906e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 166437 members 
Entering Unmasked Estep 
Score: -22739140.000000 Penalty: 5968.714844
	Iteration 23Q: 3 clusters Score -2.273914e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 166680 members 
Entering Unmasked Estep 
Score: -22739222.000000 Penalty: 5968.714844
	Iteration 24Q: 3 clusters Score -2.273922e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22739250.000000 Penalty: 5968.714844
	Iteration 25Q: 3 clusters Score -2.273925e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -22739246.000000 Penalty: 5968.714844
	Iteration 26Q: 3 clusters Score -2.273925e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -22739216.000000 Penalty: 5968.714844
	Iteration 27Q: 3 clusters Score -2.273922e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -22739270.000000 Penalty: 5968.714844
	Iteration 28Q: 3 clusters Score -2.273927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -22739280.000000 Penalty: 5968.714844
	Iteration 29Q: 3 clusters Score -2.273928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -22739278.000000 Penalty: 5968.714844
	Iteration 30Q: 3 clusters Score -2.273928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 167338 members 
Entering Unmasked Estep 
Score: -22739312.000000 Penalty: 5968.714844
	Iteration 31Q: 3 clusters Score -2.273931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 167372 members 
Entering Unmasked Estep 
Score: -22739348.000000 Penalty: 5968.714844
	Iteration 32Q: 3 clusters Score -2.273935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -22739364.000000 Penalty: 5968.714844
	Iteration 33Q: 3 clusters Score -2.273936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -22739356.000000 Penalty: 5968.714844
	Iteration 34Q: 3 clusters Score -2.273936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -22739334.000000 Penalty: 5968.714844
	Iteration 35Q: 3 clusters Score -2.273933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 167494 members 
Entering Unmasked Estep 
Score: -22739330.000000 Penalty: 5968.714844
	Iteration 36Q: 3 clusters Score -2.273933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -22739332.000000 Penalty: 5968.714844
	Iteration 37Q: 3 clusters Score -2.273933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -22739358.000000 Penalty: 5968.714844
	Iteration 38Q: 3 clusters Score -2.273936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -22739356.000000 Penalty: 5968.714844
	Iteration 39Q: 3 clusters Score -2.273936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 167591 members 
Entering Unmasked Estep 
Score: -22739354.000000 Penalty: 5968.714844
	Iteration 40F: 3 clusters Score -2.273935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -22739346.000000 Penalty: 5968.714844
	Iteration 41Q: 3 clusters Score -2.273935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -22739366.000000 Penalty: 5968.714844
	Iteration 42Q: 3 clusters Score -2.273937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -22739354.000000 Penalty: 5968.714844
	Iteration 43Q: 3 clusters Score -2.273935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -22739364.000000 Penalty: 5968.714844
	Iteration 44Q: 3 clusters Score -2.273936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 167610 members 
Entering Unmasked Estep 
Score: -22739370.000000 Penalty: 5968.714844
	Iteration 45Q: 3 clusters Score -2.273937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -22739352.000000 Penalty: 5968.714844
	Iteration 46Q: 3 clusters Score -2.273935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -22739370.000000 Penalty: 5968.714844
	Iteration 47Q: 3 clusters Score -2.273937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 167622 members 
Entering Unmasked Estep 
Score: -22739378.000000 Penalty: 5968.714844
	Iteration 48Q: 3 clusters Score -2.273938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -22739398.000000 Penalty: 5968.714844
	Iteration 49Q: 3 clusters Score -2.27394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -22739372.000000 Penalty: 5968.714844
	Iteration 50Q: 3 clusters Score -2.273937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -22739392.000000 Penalty: 5968.714844
	Iteration 51Q: 3 clusters Score -2.273939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 167629 members 
Entering Unmasked Estep 
Score: -22739390.000000 Penalty: 5968.714844
	Iteration 52Q: 3 clusters Score -2.273939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 167631 members 
Entering Unmasked Estep 
Score: -22739402.000000 Penalty: 5968.714844
	Iteration 53Q: 3 clusters Score -2.27394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -22739396.000000 Penalty: 5968.714844
	Iteration 54Q: 3 clusters Score -2.27394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 167634 members 
Entering Unmasked Estep 
Score: -22739402.000000 Penalty: 5968.714844
	Iteration 55Q: 3 clusters Score -2.27394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 167634 members 
Entering Unmasked Estep 
Score: -22739402.000000 Penalty: 5968.714844
	Iteration 56F: 3 clusters Score -2.27394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162137 members 
Entering Unmasked Estep 
Score: -21953962.000000 Penalty: 2975.056885
	Iteration 0F: 2 clusters Score -2.195396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -21847228.000000 Penalty: 5950.113770
	Iteration 0F: 3 clusters Score -2.184723e+07 nChanged 77627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -21892228.000000 Penalty: 5950.113770
	Iteration 1F: 3 clusters Score -2.189223e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -21892972.000000 Penalty: 5950.113770
	Iteration 2Q: 3 clusters Score -2.189297e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -21894202.000000 Penalty: 5950.113770
	Iteration 3Q: 3 clusters Score -2.18942e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -21896234.000000 Penalty: 5950.113770
	Iteration 4Q: 3 clusters Score -2.189623e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -21899834.000000 Penalty: 5950.113770
	Iteration 5Q: 3 clusters Score -2.189983e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -21906434.000000 Penalty: 5950.113770
	Iteration 6F: 3 clusters Score -2.190643e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -21916952.000000 Penalty: 5950.113770
	Iteration 7F: 3 clusters Score -2.191695e+07 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -21929426.000000 Penalty: 5950.113770
	Iteration 8F: 3 clusters Score -2.192943e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -21939992.000000 Penalty: 5950.113770
	Iteration 9F: 3 clusters Score -2.193999e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -21946212.000000 Penalty: 5950.113770
	Iteration 10Q: 3 clusters Score -2.194621e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -21948334.000000 Penalty: 5950.113770
	Iteration 11Q: 3 clusters Score -2.194833e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -21949022.000000 Penalty: 5950.113770
	Iteration 12Q: 3 clusters Score -2.194902e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -21949484.000000 Penalty: 5950.113770
	Iteration 13Q: 3 clusters Score -2.194948e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144958 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -21949982.000000 Penalty: 5950.113770
	Iteration 14Q: 3 clusters Score -2.194998e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -21950396.000000 Penalty: 5950.113770
	Iteration 15Q: 3 clusters Score -2.19504e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146792 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -21950662.000000 Penalty: 5950.113770
	Iteration 16Q: 3 clusters Score -2.195066e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -21950892.000000 Penalty: 5950.113770
	Iteration 17Q: 3 clusters Score -2.195089e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -21951112.000000 Penalty: 5950.113770
	Iteration 18Q: 3 clusters Score -2.195111e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149263 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -21951274.000000 Penalty: 5950.113770
	Iteration 19Q: 3 clusters Score -2.195127e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -21951518.000000 Penalty: 5950.113770
	Iteration 20F: 3 clusters Score -2.195152e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -21951768.000000 Penalty: 5950.113770
	Iteration 21Q: 3 clusters Score -2.195177e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -21951868.000000 Penalty: 5950.113770
	Iteration 22Q: 3 clusters Score -2.195187e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -21951950.000000 Penalty: 5950.113770
	Iteration 23Q: 3 clusters Score -2.195195e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -21952114.000000 Penalty: 5950.113770
	Iteration 24Q: 3 clusters Score -2.195211e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -21952144.000000 Penalty: 5950.113770
	Iteration 25Q: 3 clusters Score -2.195214e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -21952228.000000 Penalty: 5950.113770
	Iteration 26Q: 3 clusters Score -2.195223e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -21952378.000000 Penalty: 5950.113770
	Iteration 27Q: 3 clusters Score -2.195238e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -21952442.000000 Penalty: 5950.113770
	Iteration 28Q: 3 clusters Score -2.195244e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -21952424.000000 Penalty: 5950.113770
	Iteration 29Q: 3 clusters Score -2.195242e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -21952476.000000 Penalty: 5950.113770
	Iteration 30Q: 3 clusters Score -2.195248e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -21952542.000000 Penalty: 5950.113770
	Iteration 31Q: 3 clusters Score -2.195254e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -21952524.000000 Penalty: 5950.113770
	Iteration 32Q: 3 clusters Score -2.195252e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -21952454.000000 Penalty: 5950.113770
	Iteration 33Q: 3 clusters Score -2.195245e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -21952414.000000 Penalty: 5950.113770
	Iteration 34Q: 3 clusters Score -2.195241e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21952452.000000 Penalty: 5950.113770
	Iteration 35Q: 3 clusters Score -2.195245e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -21952402.000000 Penalty: 5950.113770
	Iteration 36Q: 3 clusters Score -2.19524e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21952362.000000 Penalty: 5950.113770
	Iteration 37Q: 3 clusters Score -2.195236e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159258 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21952406.000000 Penalty: 5950.113770
	Iteration 38Q: 3 clusters Score -2.195241e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159400 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21952438.000000 Penalty: 5950.113770
	Iteration 39Q: 3 clusters Score -2.195244e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21952446.000000 Penalty: 5950.113770
	Iteration 40F: 3 clusters Score -2.195245e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21952416.000000 Penalty: 5950.113770
	Iteration 41Q: 3 clusters Score -2.195242e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21952464.000000 Penalty: 5950.113770
	Iteration 42Q: 3 clusters Score -2.195246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21952450.000000 Penalty: 5950.113770
	Iteration 43Q: 3 clusters Score -2.195245e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21952428.000000 Penalty: 5950.113770
	Iteration 44Q: 3 clusters Score -2.195243e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -21952430.000000 Penalty: 5950.113770
	Iteration 45Q: 3 clusters Score -2.195243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -21952428.000000 Penalty: 5950.113770
	Iteration 46Q: 3 clusters Score -2.195243e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -21952390.000000 Penalty: 5950.113770
	Iteration 47Q: 3 clusters Score -2.195239e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21952394.000000 Penalty: 5950.113770
	Iteration 48Q: 3 clusters Score -2.195239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21952416.000000 Penalty: 5950.113770
	Iteration 49Q: 3 clusters Score -2.195242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160152 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -21952426.000000 Penalty: 5950.113770
	Iteration 50Q: 3 clusters Score -2.195243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21952412.000000 Penalty: 5950.113770
	Iteration 51Q: 3 clusters Score -2.195241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160211 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21952398.000000 Penalty: 5950.113770
	Iteration 52Q: 3 clusters Score -2.19524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21952382.000000 Penalty: 5950.113770
	Iteration 53Q: 3 clusters Score -2.195238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160252 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -21952396.000000 Penalty: 5950.113770
	Iteration 54Q: 3 clusters Score -2.19524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21952394.000000 Penalty: 5950.113770
	Iteration 55Q: 3 clusters Score -2.195239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21952384.000000 Penalty: 5950.113770
	Iteration 56Q: 3 clusters Score -2.195238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21952384.000000 Penalty: 5950.113770
	Iteration 57Q: 3 clusters Score -2.195238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21952376.000000 Penalty: 5950.113770
	Iteration 58Q: 3 clusters Score -2.195238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160301 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21952370.000000 Penalty: 5950.113770
	Iteration 59Q: 3 clusters Score -2.195237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160306 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -21952366.000000 Penalty: 5950.113770
	Iteration 60F: 3 clusters Score -2.195237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160309 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -21952362.000000 Penalty: 5950.113770
	Iteration 61Q: 3 clusters Score -2.195236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -21952368.000000 Penalty: 5950.113770
	Iteration 62Q: 3 clusters Score -2.195237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21952356.000000 Penalty: 5950.113770
	Iteration 63Q: 3 clusters Score -2.195236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21952370.000000 Penalty: 5950.113770
	Iteration 64Q: 3 clusters Score -2.195237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21952352.000000 Penalty: 5950.113770
	Iteration 65Q: 3 clusters Score -2.195235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160319 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21952340.000000 Penalty: 5950.113770
	Iteration 66Q: 3 clusters Score -2.195234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160319 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21952346.000000 Penalty: 5950.113770
	Iteration 67Q: 3 clusters Score -2.195235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160319 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21952346.000000 Penalty: 5950.113770
	Iteration 68F: 3 clusters Score -2.195235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Entering Unmasked Estep 
Score: -22773220.000000 Penalty: 2984.158447
	Iteration 0F: 2 clusters Score -2.277322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -22664520.000000 Penalty: 5968.316895
	Iteration 0F: 3 clusters Score -2.266452e+07 nChanged 80589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -22711476.000000 Penalty: 5968.316895
	Iteration 1F: 3 clusters Score -2.271148e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -22712914.000000 Penalty: 5968.316895
	Iteration 2Q: 3 clusters Score -2.271291e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -22714826.000000 Penalty: 5968.316895
	Iteration 3Q: 3 clusters Score -2.271483e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -22717850.000000 Penalty: 5968.316895
	Iteration 4Q: 3 clusters Score -2.271785e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -22722442.000000 Penalty: 5968.316895
	Iteration 5Q: 3 clusters Score -2.272244e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110928 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -22728278.000000 Penalty: 5968.316895
	Iteration 6F: 3 clusters Score -2.272828e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -22735762.000000 Penalty: 5968.316895
	Iteration 7F: 3 clusters Score -2.273576e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -22743798.000000 Penalty: 5968.316895
	Iteration 8F: 3 clusters Score -2.27438e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138975 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -22750936.000000 Penalty: 5968.316895
	Iteration 9F: 3 clusters Score -2.275094e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -22756470.000000 Penalty: 5968.316895
	Iteration 10Q: 3 clusters Score -2.275647e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150788 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -22760350.000000 Penalty: 5968.316895
	Iteration 11Q: 3 clusters Score -2.276035e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154329 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -22763272.000000 Penalty: 5968.316895
	Iteration 12Q: 3 clusters Score -2.276327e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -22765238.000000 Penalty: 5968.316895
	Iteration 13Q: 3 clusters Score -2.276524e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -22766438.000000 Penalty: 5968.316895
	Iteration 14Q: 3 clusters Score -2.276644e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -22767356.000000 Penalty: 5968.316895
	Iteration 15Q: 3 clusters Score -2.276736e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161691 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -22768008.000000 Penalty: 5968.316895
	Iteration 16Q: 3 clusters Score -2.276801e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162543 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -22768428.000000 Penalty: 5968.316895
	Iteration 17Q: 3 clusters Score -2.276843e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -22768794.000000 Penalty: 5968.316895
	Iteration 18Q: 3 clusters Score -2.276879e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163788 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -22769056.000000 Penalty: 5968.316895
	Iteration 19Q: 3 clusters Score -2.276906e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -22769314.000000 Penalty: 5968.316895
	Iteration 20F: 3 clusters Score -2.276931e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164604 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -22769488.000000 Penalty: 5968.316895
	Iteration 21Q: 3 clusters Score -2.276949e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164914 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22769624.000000 Penalty: 5968.316895
	Iteration 22Q: 3 clusters Score -2.276962e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165148 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -22769752.000000 Penalty: 5968.316895
	Iteration 23Q: 3 clusters Score -2.276975e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22769826.000000 Penalty: 5968.316895
	Iteration 24Q: 3 clusters Score -2.276983e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22769864.000000 Penalty: 5968.316895
	Iteration 25Q: 3 clusters Score -2.276986e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -22769916.000000 Penalty: 5968.316895
	Iteration 26Q: 3 clusters Score -2.276992e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -22769980.000000 Penalty: 5968.316895
	Iteration 27Q: 3 clusters Score -2.276998e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -22770050.000000 Penalty: 5968.316895
	Iteration 28Q: 3 clusters Score -2.277005e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -22770118.000000 Penalty: 5968.316895
	Iteration 29Q: 3 clusters Score -2.277012e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -22770176.000000 Penalty: 5968.316895
	Iteration 30Q: 3 clusters Score -2.277018e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -22770230.000000 Penalty: 5968.316895
	Iteration 31Q: 3 clusters Score -2.277023e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22770256.000000 Penalty: 5968.316895
	Iteration 32Q: 3 clusters Score -2.277026e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -22770284.000000 Penalty: 5968.316895
	Iteration 33Q: 3 clusters Score -2.277028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22770312.000000 Penalty: 5968.316895
	Iteration 34Q: 3 clusters Score -2.277031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166296 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22770352.000000 Penalty: 5968.316895
	Iteration 35Q: 3 clusters Score -2.277035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166328 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22770366.000000 Penalty: 5968.316895
	Iteration 36Q: 3 clusters Score -2.277037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166365 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22770386.000000 Penalty: 5968.316895
	Iteration 37Q: 3 clusters Score -2.277039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -22770408.000000 Penalty: 5968.316895
	Iteration 38Q: 3 clusters Score -2.277041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -22770398.000000 Penalty: 5968.316895
	Iteration 39Q: 3 clusters Score -2.27704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22770434.000000 Penalty: 5968.316895
	Iteration 40F: 3 clusters Score -2.277043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -22770438.000000 Penalty: 5968.316895
	Iteration 41Q: 3 clusters Score -2.277044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166476 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -22770448.000000 Penalty: 5968.316895
	Iteration 42Q: 3 clusters Score -2.277045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166489 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22770454.000000 Penalty: 5968.316895
	Iteration 43Q: 3 clusters Score -2.277045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -22770466.000000 Penalty: 5968.316895
	Iteration 44Q: 3 clusters Score -2.277047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22770474.000000 Penalty: 5968.316895
	Iteration 45Q: 3 clusters Score -2.277047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -22770474.000000 Penalty: 5968.316895
	Iteration 46Q: 3 clusters Score -2.277047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -22770508.000000 Penalty: 5968.316895
	Iteration 47Q: 3 clusters Score -2.277051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22770514.000000 Penalty: 5968.316895
	Iteration 48Q: 3 clusters Score -2.277051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22770508.000000 Penalty: 5968.316895
	Iteration 49Q: 3 clusters Score -2.277051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22770534.000000 Penalty: 5968.316895
	Iteration 50Q: 3 clusters Score -2.277053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22770546.000000 Penalty: 5968.316895
	Iteration 51Q: 3 clusters Score -2.277055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -22770532.000000 Penalty: 5968.316895
	Iteration 52Q: 3 clusters Score -2.277053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22770520.000000 Penalty: 5968.316895
	Iteration 53Q: 3 clusters Score -2.277052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166607 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -22770520.000000 Penalty: 5968.316895
	Iteration 54Q: 3 clusters Score -2.277052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -22770534.000000 Penalty: 5968.316895
	Iteration 55Q: 3 clusters Score -2.277053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22770534.000000 Penalty: 5968.316895
	Iteration 56Q: 3 clusters Score -2.277053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22770524.000000 Penalty: 5968.316895
	Iteration 57Q: 3 clusters Score -2.277052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22770524.000000 Penalty: 5968.316895
	Iteration 58F: 3 clusters Score -2.277052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Entering Unmasked Estep 
Score: -6082891.500000 Penalty: 2655.339111
	Iteration 0F: 2 clusters Score -6082892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -6052820.500000 Penalty: 5310.678223
	Iteration 0F: 3 clusters Score -6052820 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -6064257.000000 Penalty: 5310.678223
	Iteration 1F: 3 clusters Score -6064257 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -6064872.000000 Penalty: 5310.678223
	Iteration 2Q: 3 clusters Score -6064872 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -6065505.000000 Penalty: 5310.678223
	Iteration 3Q: 3 clusters Score -6065505 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -6066169.000000 Penalty: 5310.678223
	Iteration 4Q: 3 clusters Score -6066169 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -6067004.500000 Penalty: 5310.678223
	Iteration 5Q: 3 clusters Score -6067004 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6067971.000000 Penalty: 5310.678223
	Iteration 6Q: 3 clusters Score -6067971 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -6069088.500000 Penalty: 5310.678223
	Iteration 7Q: 3 clusters Score -6069088 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -6070408.000000 Penalty: 5310.678223
	Iteration 8F: 3 clusters Score -6070408 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -6072062.000000 Penalty: 5310.678223
	Iteration 9F: 3 clusters Score -6072062 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -6074199.000000 Penalty: 5310.678223
	Iteration 10F: 3 clusters Score -6074199 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -6076443.500000 Penalty: 5310.678223
	Iteration 11F: 3 clusters Score -6076444 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6078301.000000 Penalty: 5310.678223
	Iteration 12Q: 3 clusters Score -6078301 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6079459.500000 Penalty: 5310.678223
	Iteration 13Q: 3 clusters Score -6079460 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6080003.000000 Penalty: 5310.678223
	Iteration 14Q: 3 clusters Score -6080003 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6080294.000000 Penalty: 5310.678223
	Iteration 15Q: 3 clusters Score -6080294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6080418.000000 Penalty: 5310.678223
	Iteration 16Q: 3 clusters Score -6080418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6080464.500000 Penalty: 5310.678223
	Iteration 17Q: 3 clusters Score -6080464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6080499.000000 Penalty: 5310.678223
	Iteration 18Q: 3 clusters Score -6080499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6080518.000000 Penalty: 5310.678223
	Iteration 19Q: 3 clusters Score -6080518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6080525.500000 Penalty: 5310.678223
	Iteration 20F: 3 clusters Score -6080526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6080543.500000 Penalty: 5310.678223
	Iteration 21Q: 3 clusters Score -6080544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6080547.500000 Penalty: 5310.678223
	Iteration 22Q: 3 clusters Score -6080548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6080553.500000 Penalty: 5310.678223
	Iteration 23Q: 3 clusters Score -6080554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6080557.000000 Penalty: 5310.678223
	Iteration 24Q: 3 clusters Score -6080557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6080570.000000 Penalty: 5310.678223
	Iteration 25Q: 3 clusters Score -6080570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6080566.000000 Penalty: 5310.678223
	Iteration 26Q: 3 clusters Score -6080566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6080580.500000 Penalty: 5310.678223
	Iteration 27Q: 3 clusters Score -6080580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6080580.500000 Penalty: 5310.678223
	Iteration 28F: 3 clusters Score -6080580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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 107 members 
Entering Unmasked Estep 
Score: -21675.197266 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21675.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21821.417969 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21821.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21887.265625 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21887.27 nChanged 4
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: -21920.708984 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -21920.71 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: -21986.554688 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -21986.55 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: -22010.154297 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -22010.15 nChanged 2
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: -22026.083984 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -22026.08 nChanged 3
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: -22044.923828 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -22044.92 nChanged 3
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: -22062.296875 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -22062.3 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: -22084.072266 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -22084.07 nChanged 3
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: -22111.199219 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -22111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22132.156250 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -22132.16 nChanged 1
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: -22137.996094 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -22138 nChanged 0
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: -22137.996094 Penalty: 2688.585449
	Iteration 13F: 3 clusters Score -22138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80153.539062 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80153.54 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80452.859375 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80452.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80635.796875 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80635.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80795.953125 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -80795.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80931.585938 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80931.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81018.648438 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -81018.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81073.476562 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -81073.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81139.226562 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -81139.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81219.789062 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -81219.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81280.828125 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -81280.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81321.132812 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -81321.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81334.078125 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -81334.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81358.312500 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -81358.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81384.359375 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -81384.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81410.734375 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -81410.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81448.015625 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -81448.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81465.070312 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -81465.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81475.718750 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -81475.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81484.648438 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -81484.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81486.046875 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -81486.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81487.367188 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -81487.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81489.507812 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -81489.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81497.234375 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -81497.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81520.531250 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -81520.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81540.585938 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -81540.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81551.484375 Penalty: 3249.335693
	Iteration 25Q: 3 clusters Score -81551.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81557.234375 Penalty: 3249.335693
	Iteration 26Q: 3 clusters Score -81557.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81564.367188 Penalty: 3249.335693
	Iteration 27Q: 3 clusters Score -81564.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81566.937500 Penalty: 3249.335693
	Iteration 28Q: 3 clusters Score -81566.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81566.937500 Penalty: 3249.335693
	Iteration 29F: 3 clusters Score -81566.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -42375.191406 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -42375.19 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 232 members 
Entering Unmasked Estep 
Score: -41181.933594 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -41181.93 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41790.464844 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -41790.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42160.566406 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -42160.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42285.750000 Penalty: 3033.482422
	Iteration 3F: 3 clusters Score -42285.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42360.996094 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -42361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42435.093750 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -42435.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42457.375000 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -42457.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42457.375000 Penalty: 3033.482422
	Iteration 7F: 3 clusters Score -42457.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128682 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23814 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46433 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168333 members 
Mstep: Class 22 contains 162137 members 
Mstep: Class 23 contains 168198 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 68 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 385 members 
Entering Unmasked Estep 
Score: -126429624.000000 Penalty: 99042.679688
Splitting cluster 27 changes total score from -126431488.000000 to -126429624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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: -9294.906250 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9294.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128682 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23814 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46433 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168333 members 
Mstep: Class 22 contains 162137 members 
Mstep: Class 23 contains 168198 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431528.000000 Penalty: 95627.414062
Iteration 199Q: 29 clusters Score -1.264315e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18857 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 10815 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128688 members 
Mstep: Class 12 contains 11503 members 
Mstep: Class 13 contains 2429 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23819 members 
Mstep: Class 16 contains 71858 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46432 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 168324 members 
Mstep: Class 22 contains 162136 members 
Mstep: Class 23 contains 168196 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431528.000000 Penalty: 95627.414062
Iteration 200F: 29 clusters Score -1.264315e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 10812 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128685 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23820 members 
Mstep: Class 16 contains 71859 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46429 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168331 members 
Mstep: Class 22 contains 162139 members 
Mstep: Class 23 contains 168193 members 
Mstep: Class 24 contains 44670 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431584.000000 Penalty: 95627.414062
Iteration 201Q: 29 clusters Score -1.264316e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21606 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128692 members 
Mstep: Class 12 contains 11493 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23826 members 
Mstep: Class 16 contains 71868 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46429 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168326 members 
Mstep: Class 22 contains 162111 members 
Mstep: Class 23 contains 168201 members 
Mstep: Class 24 contains 44679 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 202Q: 29 clusters Score -1.264317e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21606 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128691 members 
Mstep: Class 12 contains 11494 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23833 members 
Mstep: Class 16 contains 71877 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46429 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168326 members 
Mstep: Class 22 contains 162095 members 
Mstep: Class 23 contains 168203 members 
Mstep: Class 24 contains 44683 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431600.000000 Penalty: 95627.414062
Iteration 203Q: 29 clusters Score -1.264316e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21604 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128703 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 71885 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 46431 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 168308 members 
Mstep: Class 22 contains 162085 members 
Mstep: Class 23 contains 168200 members 
Mstep: Class 24 contains 44684 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 204Q: 29 clusters Score -1.264316e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18854 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21599 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128693 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 71886 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 46424 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168301 members 
Mstep: Class 22 contains 162086 members 
Mstep: Class 23 contains 168214 members 
Mstep: Class 24 contains 44682 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 205Q: 29 clusters Score -1.264317e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18853 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21595 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128704 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 71899 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 46422 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 168295 members 
Mstep: Class 22 contains 162058 members 
Mstep: Class 23 contains 168223 members 
Mstep: Class 24 contains 44684 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431688.000000 Penalty: 95627.414062
Iteration 206Q: 29 clusters Score -1.264317e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21591 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128721 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23862 members 
Mstep: Class 16 contains 71902 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46406 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168289 members 
Mstep: Class 22 contains 162047 members 
Mstep: Class 23 contains 168227 members 
Mstep: Class 24 contains 44684 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431576.000000 Penalty: 95627.414062
Iteration 207Q: 29 clusters Score -1.264316e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20546 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18854 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21592 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128737 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 2406 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23863 members 
Mstep: Class 16 contains 71900 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46397 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 168292 members 
Mstep: Class 22 contains 162045 members 
Mstep: Class 23 contains 168232 members 
Mstep: Class 24 contains 44685 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431568.000000 Penalty: 95627.414062
Iteration 208Q: 29 clusters Score -1.264316e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20546 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21590 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128736 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23859 members 
Mstep: Class 16 contains 71906 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 168294 members 
Mstep: Class 22 contains 162045 members 
Mstep: Class 23 contains 168227 members 
Mstep: Class 24 contains 44694 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431584.000000 Penalty: 95627.414062
Iteration 209Q: 29 clusters Score -1.264316e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 20547 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21590 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128740 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 2406 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23861 members 
Mstep: Class 16 contains 71906 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168266 members 
Mstep: Class 22 contains 162062 members 
Mstep: Class 23 contains 168218 members 
Mstep: Class 24 contains 44703 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 210Q: 29 clusters Score -1.264317e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20547 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128743 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23866 members 
Mstep: Class 16 contains 71900 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46383 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168261 members 
Mstep: Class 22 contains 162074 members 
Mstep: Class 23 contains 168211 members 
Mstep: Class 24 contains 44706 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 211Q: 29 clusters Score -1.264316e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18857 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21585 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128744 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23870 members 
Mstep: Class 16 contains 71898 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46380 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168264 members 
Mstep: Class 22 contains 162076 members 
Mstep: Class 23 contains 168207 members 
Mstep: Class 24 contains 44707 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431512.000000 Penalty: 95627.414062
Iteration 212Q: 29 clusters Score -1.264315e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21584 members 
Mstep: Class 9 contains 10774 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128741 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23879 members 
Mstep: Class 16 contains 71893 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46378 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168245 members 
Mstep: Class 22 contains 162106 members 
Mstep: Class 23 contains 168203 members 
Mstep: Class 24 contains 44709 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431488.000000 Penalty: 95627.414062
Iteration 213Q: 29 clusters Score -1.264315e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21583 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128744 members 
Mstep: Class 12 contains 11550 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23887 members 
Mstep: Class 16 contains 71894 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46380 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168222 members 
Mstep: Class 22 contains 162129 members 
Mstep: Class 23 contains 168186 members 
Mstep: Class 24 contains 44711 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431480.000000 Penalty: 95627.414062
Iteration 214Q: 29 clusters Score -1.264315e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21581 members 
Mstep: Class 9 contains 10766 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128749 members 
Mstep: Class 12 contains 11551 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23893 members 
Mstep: Class 16 contains 71892 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46377 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168216 members 
Mstep: Class 22 contains 162138 members 
Mstep: Class 23 contains 168169 members 
Mstep: Class 24 contains 44712 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431576.000000 Penalty: 95627.414062
Iteration 215Q: 29 clusters Score -1.264316e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18857 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21580 members 
Mstep: Class 9 contains 10762 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128752 members 
Mstep: Class 12 contains 11551 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23895 members 
Mstep: Class 16 contains 71887 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168213 members 
Mstep: Class 22 contains 162155 members 
Mstep: Class 23 contains 168157 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431536.000000 Penalty: 95627.414062
Iteration 216Q: 29 clusters Score -1.264315e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 10757 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128758 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23899 members 
Mstep: Class 16 contains 71885 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46374 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168198 members 
Mstep: Class 22 contains 162162 members 
Mstep: Class 23 contains 168152 members 
Mstep: Class 24 contains 44720 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431560.000000 Penalty: 95627.414062
Iteration 217Q: 29 clusters Score -1.264316e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 10750 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128765 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23903 members 
Mstep: Class 16 contains 71884 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46372 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168189 members 
Mstep: Class 22 contains 162171 members 
Mstep: Class 23 contains 168145 members 
Mstep: Class 24 contains 44723 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 218Q: 29 clusters Score -1.264316e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 10745 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128778 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23906 members 
Mstep: Class 16 contains 71883 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46364 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168186 members 
Mstep: Class 22 contains 162166 members 
Mstep: Class 23 contains 168142 members 
Mstep: Class 24 contains 44724 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431576.000000 Penalty: 95627.414062
Iteration 219Q: 29 clusters Score -1.264316e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 11560 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23905 members 
Mstep: Class 16 contains 71882 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46361 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168186 members 
Mstep: Class 22 contains 162167 members 
Mstep: Class 23 contains 168127 members 
Mstep: Class 24 contains 44726 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431496.000000 Penalty: 95627.414062
Iteration 220F: 29 clusters Score -1.264315e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21580 members 
Mstep: Class 9 contains 10736 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128794 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23912 members 
Mstep: Class 16 contains 71875 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46362 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168181 members 
Mstep: Class 22 contains 162173 members 
Mstep: Class 23 contains 168118 members 
Mstep: Class 24 contains 44730 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 221Q: 29 clusters Score -1.264316e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 11560 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23916 members 
Mstep: Class 16 contains 71864 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46359 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168173 members 
Mstep: Class 22 contains 162187 members 
Mstep: Class 23 contains 168126 members 
Mstep: Class 24 contains 44729 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431720.000000 Penalty: 95627.414062
Iteration 222Q: 29 clusters Score -1.264317e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21577 members 
Mstep: Class 9 contains 10732 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128802 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23919 members 
Mstep: Class 16 contains 71855 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46357 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168171 members 
Mstep: Class 22 contains 162192 members 
Mstep: Class 23 contains 168134 members 
Mstep: Class 24 contains 44726 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431520.000000 Penalty: 95627.414062
Iteration 223Q: 29 clusters Score -1.264315e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21576 members 
Mstep: Class 9 contains 10728 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128819 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23918 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46358 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168157 members 
Mstep: Class 22 contains 162193 members 
Mstep: Class 23 contains 168140 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431504.000000 Penalty: 95627.414062
Iteration 224Q: 29 clusters Score -1.264315e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21573 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128822 members 
Mstep: Class 12 contains 11575 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23921 members 
Mstep: Class 16 contains 71840 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46360 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168165 members 
Mstep: Class 22 contains 162184 members 
Mstep: Class 23 contains 168144 members 
Mstep: Class 24 contains 44729 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431552.000000 Penalty: 95627.414062
Iteration 225Q: 29 clusters Score -1.264316e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21570 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128821 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23924 members 
Mstep: Class 16 contains 71827 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168178 members 
Mstep: Class 22 contains 162180 members 
Mstep: Class 23 contains 168140 members 
Mstep: Class 24 contains 44730 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431528.000000 Penalty: 95627.414062
Iteration 226Q: 29 clusters Score -1.264315e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 10717 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128824 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23928 members 
Mstep: Class 16 contains 71817 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46365 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168204 members 
Mstep: Class 22 contains 162170 members 
Mstep: Class 23 contains 168144 members 
Mstep: Class 24 contains 44723 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431496.000000 Penalty: 95627.414062
Iteration 227Q: 29 clusters Score -1.264315e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21570 members 
Mstep: Class 9 contains 10713 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128830 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23937 members 
Mstep: Class 16 contains 71812 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168211 members 
Mstep: Class 22 contains 162153 members 
Mstep: Class 23 contains 168150 members 
Mstep: Class 24 contains 44723 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431488.000000 Penalty: 95627.414062
Iteration 228Q: 29 clusters Score -1.264315e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 10711 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128838 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23947 members 
Mstep: Class 16 contains 71808 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168209 members 
Mstep: Class 22 contains 162127 members 
Mstep: Class 23 contains 168164 members 
Mstep: Class 24 contains 44723 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 229Q: 29 clusters Score -1.264317e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18863 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21567 members 
Mstep: Class 9 contains 10709 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128828 members 
Mstep: Class 12 contains 11567 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23951 members 
Mstep: Class 16 contains 71797 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168214 members 
Mstep: Class 22 contains 162120 members 
Mstep: Class 23 contains 168177 members 
Mstep: Class 24 contains 44726 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431792.000000 Penalty: 95627.414062
Iteration 230Q: 29 clusters Score -1.264318e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18864 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21566 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128824 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23961 members 
Mstep: Class 16 contains 71789 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46363 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168210 members 
Mstep: Class 22 contains 162111 members 
Mstep: Class 23 contains 168190 members 
Mstep: Class 24 contains 44726 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431736.000000 Penalty: 95627.414062
Iteration 231Q: 29 clusters Score -1.264317e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18864 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21563 members 
Mstep: Class 9 contains 10702 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128829 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23965 members 
Mstep: Class 16 contains 71786 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46359 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168201 members 
Mstep: Class 22 contains 162105 members 
Mstep: Class 23 contains 168206 members 
Mstep: Class 24 contains 44723 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 95627.414062
Iteration 232Q: 29 clusters Score -1.264318e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18863 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21561 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128840 members 
Mstep: Class 12 contains 11575 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23965 members 
Mstep: Class 16 contains 71789 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46352 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168183 members 
Mstep: Class 22 contains 162097 members 
Mstep: Class 23 contains 168218 members 
Mstep: Class 24 contains 44723 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431816.000000 Penalty: 95627.414062
Iteration 233Q: 29 clusters Score -1.264318e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21561 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128846 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 71787 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46346 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168172 members 
Mstep: Class 22 contains 162103 members 
Mstep: Class 23 contains 168228 members 
Mstep: Class 24 contains 44719 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431832.000000 Penalty: 95627.414062
Iteration 234Q: 29 clusters Score -1.264318e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18863 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21560 members 
Mstep: Class 9 contains 10690 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128845 members 
Mstep: Class 12 contains 11581 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23970 members 
Mstep: Class 16 contains 71785 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46348 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168163 members 
Mstep: Class 22 contains 162105 members 
Mstep: Class 23 contains 168238 members 
Mstep: Class 24 contains 44716 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431864.000000 Penalty: 95627.414062
Iteration 235Q: 29 clusters Score -1.264319e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18867 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21558 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128849 members 
Mstep: Class 12 contains 11580 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23975 members 
Mstep: Class 16 contains 71784 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46350 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168153 members 
Mstep: Class 22 contains 162110 members 
Mstep: Class 23 contains 168239 members 
Mstep: Class 24 contains 44711 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431712.000000 Penalty: 95627.414062
Iteration 236Q: 29 clusters Score -1.264317e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 18869 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21553 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128850 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23977 members 
Mstep: Class 16 contains 71780 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46351 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168142 members 
Mstep: Class 22 contains 162116 members 
Mstep: Class 23 contains 168242 members 
Mstep: Class 24 contains 44709 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431816.000000 Penalty: 95627.414062
Iteration 237Q: 29 clusters Score -1.264318e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21550 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128850 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23979 members 
Mstep: Class 16 contains 71780 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46353 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168137 members 
Mstep: Class 22 contains 162107 members 
Mstep: Class 23 contains 168245 members 
Mstep: Class 24 contains 44709 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431696.000000 Penalty: 95627.414062
Iteration 238Q: 29 clusters Score -1.264317e+08 nChanged 145
Entering ConstructFrom: 
Score: -126431696.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Entering Unmasked Estep 
Score: -4418243.500000 Penalty: 2576.043213
	Iteration 0F: 2 clusters Score -4418244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4396023.500000 Penalty: 5152.086426
	Iteration 0F: 3 clusters Score -4396024 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4403974.000000 Penalty: 5152.086426
	Iteration 1F: 3 clusters Score -4403974 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4404322.000000 Penalty: 5152.086426
	Iteration 2Q: 3 clusters Score -4404322 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4404678.500000 Penalty: 5152.086426
	Iteration 3Q: 3 clusters Score -4404678 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4404934.500000 Penalty: 5152.086426
	Iteration 4Q: 3 clusters Score -4404934 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4405217.500000 Penalty: 5152.086426
	Iteration 5Q: 3 clusters Score -4405218 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4405472.000000 Penalty: 5152.086426
	Iteration 6Q: 3 clusters Score -4405472 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4405804.500000 Penalty: 5152.086426
	Iteration 7Q: 3 clusters Score -4405804 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4406285.000000 Penalty: 5152.086426
	Iteration 8Q: 3 clusters Score -4406285 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4406969.000000 Penalty: 5152.086426
	Iteration 9Q: 3 clusters Score -4406969 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4407904.500000 Penalty: 5152.086426
	Iteration 10Q: 3 clusters Score -4407904 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4408992.500000 Penalty: 5152.086426
	Iteration 11Q: 3 clusters Score -4408992 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4410162.500000 Penalty: 5152.086426
	Iteration 12F: 3 clusters Score -4410162 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4411172.500000 Penalty: 5152.086426
	Iteration 13F: 3 clusters Score -4411172 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4411939.500000 Penalty: 5152.086426
	Iteration 14Q: 3 clusters Score -4411940 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4412401.500000 Penalty: 5152.086426
	Iteration 15Q: 3 clusters Score -4412402 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4412623.500000 Penalty: 5152.086426
	Iteration 16Q: 3 clusters Score -4412624 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4412780.000000 Penalty: 5152.086426
	Iteration 17Q: 3 clusters Score -4412780 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4412888.500000 Penalty: 5152.086426
	Iteration 18Q: 3 clusters Score -4412888 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4412946.500000 Penalty: 5152.086426
	Iteration 19Q: 3 clusters Score -4412946 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4412991.500000 Penalty: 5152.086426
	Iteration 20F: 3 clusters Score -4412992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4413033.000000 Penalty: 5152.086426
	Iteration 21Q: 3 clusters Score -4413033 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4413050.500000 Penalty: 5152.086426
	Iteration 22Q: 3 clusters Score -4413050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4413071.500000 Penalty: 5152.086426
	Iteration 23Q: 3 clusters Score -4413072 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4413103.500000 Penalty: 5152.086426
	Iteration 24Q: 3 clusters Score -4413104 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4413129.500000 Penalty: 5152.086426
	Iteration 25Q: 3 clusters Score -4413130 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4413170.500000 Penalty: 5152.086426
	Iteration 26Q: 3 clusters Score -4413170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4413180.000000 Penalty: 5152.086426
	Iteration 27Q: 3 clusters Score -4413180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4413175.500000 Penalty: 5152.086426
	Iteration 28Q: 3 clusters Score -4413176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4413202.000000 Penalty: 5152.086426
	Iteration 29Q: 3 clusters Score -4413202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4413232.500000 Penalty: 5152.086426
	Iteration 30Q: 3 clusters Score -4413232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4413241.500000 Penalty: 5152.086426
	Iteration 31Q: 3 clusters Score -4413242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4413248.000000 Penalty: 5152.086426
	Iteration 32Q: 3 clusters Score -4413248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4413270.500000 Penalty: 5152.086426
	Iteration 33Q: 3 clusters Score -4413270 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4413294.000000 Penalty: 5152.086426
	Iteration 34Q: 3 clusters Score -4413294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4413319.500000 Penalty: 5152.086426
	Iteration 35Q: 3 clusters Score -4413320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4413346.000000 Penalty: 5152.086426
	Iteration 36Q: 3 clusters Score -4413346 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4413376.000000 Penalty: 5152.086426
	Iteration 37Q: 3 clusters Score -4413376 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4413375.000000 Penalty: 5152.086426
	Iteration 38Q: 3 clusters Score -4413375 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4413402.500000 Penalty: 5152.086426
	Iteration 39Q: 3 clusters Score -4413402 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4413436.500000 Penalty: 5152.086426
	Iteration 40F: 3 clusters Score -4413436 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4413447.500000 Penalty: 5152.086426
	Iteration 41Q: 3 clusters Score -4413448 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4413469.000000 Penalty: 5152.086426
	Iteration 42Q: 3 clusters Score -4413469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4413491.000000 Penalty: 5152.086426
	Iteration 43Q: 3 clusters Score -4413491 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4413520.500000 Penalty: 5152.086426
	Iteration 44Q: 3 clusters Score -4413520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4413534.000000 Penalty: 5152.086426
	Iteration 45Q: 3 clusters Score -4413534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4413570.000000 Penalty: 5152.086426
	Iteration 46Q: 3 clusters Score -4413570 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4413589.500000 Penalty: 5152.086426
	Iteration 47Q: 3 clusters Score -4413590 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4413628.500000 Penalty: 5152.086426
	Iteration 48Q: 3 clusters Score -4413628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4413655.000000 Penalty: 5152.086426
	Iteration 49Q: 3 clusters Score -4413655 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4413687.000000 Penalty: 5152.086426
	Iteration 50Q: 3 clusters Score -4413687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4413732.500000 Penalty: 5152.086426
	Iteration 51Q: 3 clusters Score -4413732 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4413755.000000 Penalty: 5152.086426
	Iteration 52Q: 3 clusters Score -4413755 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4413805.500000 Penalty: 5152.086426
	Iteration 53Q: 3 clusters Score -4413806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4413868.000000 Penalty: 5152.086426
	Iteration 54Q: 3 clusters Score -4413868 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4413909.000000 Penalty: 5152.086426
	Iteration 55Q: 3 clusters Score -4413909 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4413972.500000 Penalty: 5152.086426
	Iteration 56Q: 3 clusters Score -4413972 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4414011.500000 Penalty: 5152.086426
	Iteration 57Q: 3 clusters Score -4414012 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4414056.500000 Penalty: 5152.086426
	Iteration 58Q: 3 clusters Score -4414056 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4414124.000000 Penalty: 5152.086426
	Iteration 59Q: 3 clusters Score -4414124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4414173.500000 Penalty: 5152.086426
	Iteration 60F: 3 clusters Score -4414174 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -4414254.500000 Penalty: 5152.086426
	Iteration 61Q: 3 clusters Score -4414254 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -4414340.000000 Penalty: 5152.086426
	Iteration 62Q: 3 clusters Score -4414340 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4414421.500000 Penalty: 5152.086426
	Iteration 63Q: 3 clusters Score -4414422 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4414524.500000 Penalty: 5152.086426
	Iteration 64Q: 3 clusters Score -4414524 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4414627.500000 Penalty: 5152.086426
	Iteration 65Q: 3 clusters Score -4414628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4414696.000000 Penalty: 5152.086426
	Iteration 66Q: 3 clusters Score -4414696 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4414771.500000 Penalty: 5152.086426
	Iteration 67Q: 3 clusters Score -4414772 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4414885.000000 Penalty: 5152.086426
	Iteration 68Q: 3 clusters Score -4414885 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4414993.000000 Penalty: 5152.086426
	Iteration 69Q: 3 clusters Score -4414993 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4415075.500000 Penalty: 5152.086426
	Iteration 70Q: 3 clusters Score -4415076 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -4415145.000000 Penalty: 5152.086426
	Iteration 71Q: 3 clusters Score -4415145 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4415207.500000 Penalty: 5152.086426
	Iteration 72Q: 3 clusters Score -4415208 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4415265.500000 Penalty: 5152.086426
	Iteration 73Q: 3 clusters Score -4415266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4415320.000000 Penalty: 5152.086426
	Iteration 74Q: 3 clusters Score -4415320 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4415383.500000 Penalty: 5152.086426
	Iteration 75Q: 3 clusters Score -4415384 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4415428.500000 Penalty: 5152.086426
	Iteration 76Q: 3 clusters Score -4415428 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4415485.500000 Penalty: 5152.086426
	Iteration 77Q: 3 clusters Score -4415486 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4415555.000000 Penalty: 5152.086426
	Iteration 78Q: 3 clusters Score -4415555 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4415630.000000 Penalty: 5152.086426
	Iteration 79Q: 3 clusters Score -4415630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4415669.000000 Penalty: 5152.086426
	Iteration 80F: 3 clusters Score -4415669 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4415706.500000 Penalty: 5152.086426
	Iteration 81Q: 3 clusters Score -4415706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4415743.500000 Penalty: 5152.086426
	Iteration 82Q: 3 clusters Score -4415744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4415765.000000 Penalty: 5152.086426
	Iteration 83Q: 3 clusters Score -4415765 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4415807.500000 Penalty: 5152.086426
	Iteration 84Q: 3 clusters Score -4415808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -4415838.500000 Penalty: 5152.086426
	Iteration 85Q: 3 clusters Score -4415838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4415857.500000 Penalty: 5152.086426
	Iteration 86Q: 3 clusters Score -4415858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4415882.500000 Penalty: 5152.086426
	Iteration 87Q: 3 clusters Score -4415882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4415900.500000 Penalty: 5152.086426
	Iteration 88Q: 3 clusters Score -4415900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4415913.000000 Penalty: 5152.086426
	Iteration 89Q: 3 clusters Score -4415913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4415934.000000 Penalty: 5152.086426
	Iteration 90Q: 3 clusters Score -4415934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4415957.500000 Penalty: 5152.086426
	Iteration 91Q: 3 clusters Score -4415958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4415965.000000 Penalty: 5152.086426
	Iteration 92Q: 3 clusters Score -4415965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4415974.000000 Penalty: 5152.086426
	Iteration 93Q: 3 clusters Score -4415974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4415974.000000 Penalty: 5152.086426
	Iteration 94Q: 3 clusters Score -4415974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4415988.500000 Penalty: 5152.086426
	Iteration 95Q: 3 clusters Score -4415988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4415993.000000 Penalty: 5152.086426
	Iteration 96Q: 3 clusters Score -4415993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4415996.000000 Penalty: 5152.086426
	Iteration 97Q: 3 clusters Score -4415996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4416011.500000 Penalty: 5152.086426
	Iteration 98Q: 3 clusters Score -4416012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4416013.500000 Penalty: 5152.086426
	Iteration 99Q: 3 clusters Score -4416014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4416023.500000 Penalty: 5152.086426
	Iteration 100F: 3 clusters Score -4416024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4416027.500000 Penalty: 5152.086426
	Iteration 101Q: 3 clusters Score -4416028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4416031.000000 Penalty: 5152.086426
	Iteration 102Q: 3 clusters Score -4416031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4416034.500000 Penalty: 5152.086426
	Iteration 103Q: 3 clusters Score -4416034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4416043.500000 Penalty: 5152.086426
	Iteration 104Q: 3 clusters Score -4416044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4416039.000000 Penalty: 5152.086426
	Iteration 105Q: 3 clusters Score -4416039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4416041.000000 Penalty: 5152.086426
	Iteration 106Q: 3 clusters Score -4416041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4416043.000000 Penalty: 5152.086426
	Iteration 107Q: 3 clusters Score -4416043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4416036.000000 Penalty: 5152.086426
	Iteration 108Q: 3 clusters Score -4416036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4416041.000000 Penalty: 5152.086426
	Iteration 109Q: 3 clusters Score -4416041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4416048.500000 Penalty: 5152.086426
	Iteration 110Q: 3 clusters Score -4416048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4416057.000000 Penalty: 5152.086426
	Iteration 111Q: 3 clusters Score -4416057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4416051.500000 Penalty: 5152.086426
	Iteration 112Q: 3 clusters Score -4416052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4416052.000000 Penalty: 5152.086426
	Iteration 113Q: 3 clusters Score -4416052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4416051.500000 Penalty: 5152.086426
	Iteration 114Q: 3 clusters Score -4416052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4416050.000000 Penalty: 5152.086426
	Iteration 115Q: 3 clusters Score -4416050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4416054.000000 Penalty: 5152.086426
	Iteration 116Q: 3 clusters Score -4416054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4416055.500000 Penalty: 5152.086426
	Iteration 117Q: 3 clusters Score -4416056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4416049.000000 Penalty: 5152.086426
	Iteration 118Q: 3 clusters Score -4416049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4416050.500000 Penalty: 5152.086426
	Iteration 119Q: 3 clusters Score -4416050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4416048.000000 Penalty: 5152.086426
	Iteration 120F: 3 clusters Score -4416048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4416050.500000 Penalty: 5152.086426
	Iteration 121Q: 3 clusters Score -4416050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4416048.500000 Penalty: 5152.086426
	Iteration 122Q: 3 clusters Score -4416048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4416048.500000 Penalty: 5152.086426
	Iteration 123F: 3 clusters Score -4416048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84993.406250 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -84993.41 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 380 members 
Entering Unmasked Estep 
Score: -83463.710938 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -83463.71 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84095.117188 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -84095.12 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -84463.273438 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -84463.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84728.359375 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -84728.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84853.507812 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -84853.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84957.531250 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -84957.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85065.101562 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -85065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85147.109375 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -85147.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85187.992188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -85187.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85219.531250 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -85219.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85249.320312 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -85249.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85291.570312 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -85291.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85304.828125 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -85304.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85319.046875 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -85319.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85351.523438 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -85351.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85425.882812 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -85425.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85496.984375 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -85496.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85539.062500 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -85539.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85562.562500 Penalty: 3275.556152
	Iteration 18Q: 3 clusters Score -85562.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85577.234375 Penalty: 3275.556152
	Iteration 19Q: 3 clusters Score -85577.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85577.234375 Penalty: 3275.556152
	Iteration 20F: 3 clusters Score -85577.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 360 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128857 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23984 members 
Mstep: Class 16 contains 71776 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46349 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168134 members 
Mstep: Class 22 contains 162109 members 
Mstep: Class 23 contains 168244 members 
Mstep: Class 24 contains 44707 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 378 members 
Entering Unmasked Estep 
Score: -126430536.000000 Penalty: 99042.679688
Splitting cluster 2 changes total score from -126431696.000000 to -126430536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -227429.062500 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -227429.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224970.156250 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -224970.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225476.203125 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -225476.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -225597.156250 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -225597.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225676.484375 Penalty: 3720.810791
	Iteration 3Q: 3 clusters Score -225676.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -225740.718750 Penalty: 3720.810791
	Iteration 4Q: 3 clusters Score -225740.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -225780.593750 Penalty: 3720.810791
	Iteration 5Q: 3 clusters Score -225780.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -225817.656250 Penalty: 3720.810791
	Iteration 6Q: 3 clusters Score -225817.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225842.734375 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -225842.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225858.265625 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -225858.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225878.265625 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -225878.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -225895.531250 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -225895.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -225912.328125 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -225912.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -225922.812500 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -225922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -225932.937500 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -225932.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -225938.625000 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -225938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -225945.125000 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -225945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -225952.343750 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -225952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -225955.125000 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -225955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -225959.796875 Penalty: 3720.810791
	Iteration 18Q: 3 clusters Score -225959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -225965.031250 Penalty: 3720.810791
	Iteration 19Q: 3 clusters Score -225965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -225966.968750 Penalty: 3720.810791
	Iteration 20F: 3 clusters Score -225967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -225970.265625 Penalty: 3720.810791
	Iteration 21Q: 3 clusters Score -225970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -225973.562500 Penalty: 3720.810791
	Iteration 22Q: 3 clusters Score -225973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -225976.359375 Penalty: 3720.810791
	Iteration 23Q: 3 clusters Score -225976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -225980.875000 Penalty: 3720.810791
	Iteration 24Q: 3 clusters Score -225980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -225983.625000 Penalty: 3720.810791
	Iteration 25Q: 3 clusters Score -225983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -225985.921875 Penalty: 3720.810791
	Iteration 26Q: 3 clusters Score -225985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -225990.828125 Penalty: 3720.810791
	Iteration 27Q: 3 clusters Score -225990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -225997.093750 Penalty: 3720.810791
	Iteration 28Q: 3 clusters Score -225997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -226008.218750 Penalty: 3720.810791
	Iteration 29Q: 3 clusters Score -226008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -226020.031250 Penalty: 3720.810791
	Iteration 30Q: 3 clusters Score -226020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -226027.921875 Penalty: 3720.810791
	Iteration 31Q: 3 clusters Score -226027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -226031.390625 Penalty: 3720.810791
	Iteration 32Q: 3 clusters Score -226031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -226031.828125 Penalty: 3720.810791
	Iteration 33Q: 3 clusters Score -226031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -226034.671875 Penalty: 3720.810791
	Iteration 34Q: 3 clusters Score -226034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -226035.890625 Penalty: 3720.810791
	Iteration 35Q: 3 clusters Score -226035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -226036.218750 Penalty: 3720.810791
	Iteration 36Q: 3 clusters Score -226036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -226040.531250 Penalty: 3720.810791
	Iteration 37Q: 3 clusters Score -226040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -226045.187500 Penalty: 3720.810791
	Iteration 38Q: 3 clusters Score -226045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -226047.843750 Penalty: 3720.810791
	Iteration 39Q: 3 clusters Score -226047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -226048.468750 Penalty: 3720.810791
	Iteration 40F: 3 clusters Score -226048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Entering Unmasked Estep 
Score: -2651713.750000 Penalty: 2462.853271
	Iteration 0F: 2 clusters Score -2651714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2637284.250000 Penalty: 4925.706543
	Iteration 0F: 3 clusters Score -2637284 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2642164.250000 Penalty: 4925.706543
	Iteration 1F: 3 clusters Score -2642164 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2642766.250000 Penalty: 4925.706543
	Iteration 2F: 3 clusters Score -2642766 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2643461.000000 Penalty: 4925.706543
	Iteration 3F: 3 clusters Score -2643461 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2644284.000000 Penalty: 4925.706543
	Iteration 4F: 3 clusters Score -2644284 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2645249.750000 Penalty: 4925.706543
	Iteration 5F: 3 clusters Score -2645250 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2646361.000000 Penalty: 4925.706543
	Iteration 6F: 3 clusters Score -2646361 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2647530.250000 Penalty: 4925.706543
	Iteration 7F: 3 clusters Score -2647530 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2648553.250000 Penalty: 4925.706543
	Iteration 8F: 3 clusters Score -2648553 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2649349.750000 Penalty: 4925.706543
	Iteration 9Q: 3 clusters Score -2649350 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2649879.000000 Penalty: 4925.706543
	Iteration 10Q: 3 clusters Score -2649879 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2650167.000000 Penalty: 4925.706543
	Iteration 11Q: 3 clusters Score -2650167 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2650355.750000 Penalty: 4925.706543
	Iteration 12Q: 3 clusters Score -2650356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2650417.750000 Penalty: 4925.706543
	Iteration 13Q: 3 clusters Score -2650418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2650457.250000 Penalty: 4925.706543
	Iteration 14Q: 3 clusters Score -2650457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2650485.250000 Penalty: 4925.706543
	Iteration 15Q: 3 clusters Score -2650485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2650501.000000 Penalty: 4925.706543
	Iteration 16Q: 3 clusters Score -2650501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2650516.500000 Penalty: 4925.706543
	Iteration 17Q: 3 clusters Score -2650516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2650530.750000 Penalty: 4925.706543
	Iteration 18Q: 3 clusters Score -2650531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2650531.250000 Penalty: 4925.706543
	Iteration 19Q: 3 clusters Score -2650531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2650543.750000 Penalty: 4925.706543
	Iteration 20F: 3 clusters Score -2650544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2650547.750000 Penalty: 4925.706543
	Iteration 21Q: 3 clusters Score -2650548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2650547.250000 Penalty: 4925.706543
	Iteration 22Q: 3 clusters Score -2650547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2650551.250000 Penalty: 4925.706543
	Iteration 23Q: 3 clusters Score -2650551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2650556.750000 Penalty: 4925.706543
	Iteration 24Q: 3 clusters Score -2650557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2650564.500000 Penalty: 4925.706543
	Iteration 25Q: 3 clusters Score -2650564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2650569.500000 Penalty: 4925.706543
	Iteration 26Q: 3 clusters Score -2650570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2650570.000000 Penalty: 4925.706543
	Iteration 27Q: 3 clusters Score -2650570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2650572.500000 Penalty: 4925.706543
	Iteration 28Q: 3 clusters Score -2650572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2650571.000000 Penalty: 4925.706543
	Iteration 29Q: 3 clusters Score -2650571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2650576.000000 Penalty: 4925.706543
	Iteration 30Q: 3 clusters Score -2650576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2650574.750000 Penalty: 4925.706543
	Iteration 31Q: 3 clusters Score -2650575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2650571.250000 Penalty: 4925.706543
	Iteration 32Q: 3 clusters Score -2650571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2650571.250000 Penalty: 4925.706543
	Iteration 33F: 3 clusters Score -2650571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -156736.359375 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -156736.4 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 596 members 
Entering Unmasked Estep 
Score: -154642.671875 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -154642.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154947.531250 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -154947.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155036.000000 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -155036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -155073.640625 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -155073.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -155095.750000 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -155095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155108.093750 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -155108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -155114.656250 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -155114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155116.453125 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -155116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155123.500000 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -155123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155127.468750 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -155127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155129.281250 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -155129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155134.296875 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -155134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155135.515625 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -155135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155135.515625 Penalty: 3502.846924
	Iteration 13F: 3 clusters Score -155135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Entering Unmasked Estep 
Score: -2411150.250000 Penalty: 2441.667725
	Iteration 0F: 2 clusters Score -2411150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2397842.250000 Penalty: 4883.335449
	Iteration 0F: 3 clusters Score -2397842 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2402351.750000 Penalty: 4883.335449
	Iteration 1F: 3 clusters Score -2402352 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2402947.500000 Penalty: 4883.335449
	Iteration 2F: 3 clusters Score -2402948 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2403472.000000 Penalty: 4883.335449
	Iteration 3F: 3 clusters Score -2403472 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2403984.750000 Penalty: 4883.335449
	Iteration 4F: 3 clusters Score -2403985 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2404420.500000 Penalty: 4883.335449
	Iteration 5Q: 3 clusters Score -2404420 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2404898.750000 Penalty: 4883.335449
	Iteration 6Q: 3 clusters Score -2404899 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2405554.750000 Penalty: 4883.335449
	Iteration 7F: 3 clusters Score -2405555 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2406358.500000 Penalty: 4883.335449
	Iteration 8F: 3 clusters Score -2406358 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2407143.500000 Penalty: 4883.335449
	Iteration 9F: 3 clusters Score -2407144 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2407971.250000 Penalty: 4883.335449
	Iteration 10F: 3 clusters Score -2407971 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2408699.500000 Penalty: 4883.335449
	Iteration 11Q: 3 clusters Score -2408700 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2409204.250000 Penalty: 4883.335449
	Iteration 12Q: 3 clusters Score -2409204 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2409496.000000 Penalty: 4883.335449
	Iteration 13Q: 3 clusters Score -2409496 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2409640.250000 Penalty: 4883.335449
	Iteration 14Q: 3 clusters Score -2409640 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2409706.750000 Penalty: 4883.335449
	Iteration 15Q: 3 clusters Score -2409707 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2409759.000000 Penalty: 4883.335449
	Iteration 16Q: 3 clusters Score -2409759 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2409785.000000 Penalty: 4883.335449
	Iteration 17Q: 3 clusters Score -2409785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2409809.750000 Penalty: 4883.335449
	Iteration 18Q: 3 clusters Score -2409810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2409829.250000 Penalty: 4883.335449
	Iteration 19Q: 3 clusters Score -2409829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2409840.000000 Penalty: 4883.335449
	Iteration 20F: 3 clusters Score -2409840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2409847.250000 Penalty: 4883.335449
	Iteration 21Q: 3 clusters Score -2409847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2409849.750000 Penalty: 4883.335449
	Iteration 22Q: 3 clusters Score -2409850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2409854.250000 Penalty: 4883.335449
	Iteration 23Q: 3 clusters Score -2409854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2409856.750000 Penalty: 4883.335449
	Iteration 24Q: 3 clusters Score -2409857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2409859.000000 Penalty: 4883.335449
	Iteration 25Q: 3 clusters Score -2409859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2409855.750000 Penalty: 4883.335449
	Iteration 26Q: 3 clusters Score -2409856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2409862.500000 Penalty: 4883.335449
	Iteration 27Q: 3 clusters Score -2409862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2409863.000000 Penalty: 4883.335449
	Iteration 28Q: 3 clusters Score -2409863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2409866.000000 Penalty: 4883.335449
	Iteration 29Q: 3 clusters Score -2409866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2409866.000000 Penalty: 4883.335449
	Iteration 30Q: 3 clusters Score -2409866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2409865.750000 Penalty: 4883.335449
	Iteration 31Q: 3 clusters Score -2409866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2409863.500000 Penalty: 4883.335449
	Iteration 32Q: 3 clusters Score -2409864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2409864.000000 Penalty: 4883.335449
	Iteration 33Q: 3 clusters Score -2409864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2409858.250000 Penalty: 4883.335449
	Iteration 34Q: 3 clusters Score -2409858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2409860.250000 Penalty: 4883.335449
	Iteration 35Q: 3 clusters Score -2409860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2409861.500000 Penalty: 4883.335449
	Iteration 36Q: 3 clusters Score -2409862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2409861.500000 Penalty: 4883.335449
	Iteration 37Q: 3 clusters Score -2409862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2409870.750000 Penalty: 4883.335449
	Iteration 38Q: 3 clusters Score -2409871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2409872.750000 Penalty: 4883.335449
	Iteration 39Q: 3 clusters Score -2409873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2409871.750000 Penalty: 4883.335449
	Iteration 40F: 3 clusters Score -2409872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2409871.750000 Penalty: 4883.335449
	Iteration 41Q: 3 clusters Score -2409872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2409870.500000 Penalty: 4883.335449
	Iteration 42Q: 3 clusters Score -2409870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2409874.250000 Penalty: 4883.335449
	Iteration 43Q: 3 clusters Score -2409874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2409879.250000 Penalty: 4883.335449
	Iteration 44Q: 3 clusters Score -2409879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2409882.250000 Penalty: 4883.335449
	Iteration 45Q: 3 clusters Score -2409882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2409883.250000 Penalty: 4883.335449
	Iteration 46Q: 3 clusters Score -2409883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2409883.750000 Penalty: 4883.335449
	Iteration 47Q: 3 clusters Score -2409884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2409878.000000 Penalty: 4883.335449
	Iteration 48Q: 3 clusters Score -2409878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2409878.500000 Penalty: 4883.335449
	Iteration 49Q: 3 clusters Score -2409878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2409880.000000 Penalty: 4883.335449
	Iteration 50Q: 3 clusters Score -2409880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2409880.250000 Penalty: 4883.335449
	Iteration 51Q: 3 clusters Score -2409880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2409880.250000 Penalty: 4883.335449
	Iteration 52F: 3 clusters Score -2409880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60199.109375 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60199.11 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 238 members 
Entering Unmasked Estep 
Score: -58681.765625 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -58681.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58845.328125 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -58845.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58899.113281 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -58899.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58924.296875 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -58924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58948.042969 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -58948.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58962.976562 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -58962.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58969.628906 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -58969.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58974.527344 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -58974.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58977.269531 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -58977.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58977.269531 Penalty: 3069.378906
	Iteration 9F: 3 clusters Score -58977.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Entering Unmasked Estep 
Score: -2807842.250000 Penalty: 2474.564941
	Iteration 0F: 2 clusters Score -2807842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2792778.000000 Penalty: 4949.129883
	Iteration 0F: 3 clusters Score -2792778 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2798038.250000 Penalty: 4949.129883
	Iteration 1F: 3 clusters Score -2798038 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2798766.750000 Penalty: 4949.129883
	Iteration 2F: 3 clusters Score -2798767 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2799735.000000 Penalty: 4949.129883
	Iteration 3F: 3 clusters Score -2799735 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2800919.750000 Penalty: 4949.129883
	Iteration 4F: 3 clusters Score -2800920 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2802328.750000 Penalty: 4949.129883
	Iteration 5F: 3 clusters Score -2802329 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2803765.500000 Penalty: 4949.129883
	Iteration 6F: 3 clusters Score -2803766 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2804885.750000 Penalty: 4949.129883
	Iteration 7F: 3 clusters Score -2804886 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2805632.000000 Penalty: 4949.129883
	Iteration 8Q: 3 clusters Score -2805632 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2806037.500000 Penalty: 4949.129883
	Iteration 9Q: 3 clusters Score -2806038 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2806216.750000 Penalty: 4949.129883
	Iteration 10Q: 3 clusters Score -2806217 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2806303.500000 Penalty: 4949.129883
	Iteration 11Q: 3 clusters Score -2806304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2806351.250000 Penalty: 4949.129883
	Iteration 12Q: 3 clusters Score -2806351 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2806382.250000 Penalty: 4949.129883
	Iteration 13Q: 3 clusters Score -2806382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2806400.250000 Penalty: 4949.129883
	Iteration 14Q: 3 clusters Score -2806400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2806412.250000 Penalty: 4949.129883
	Iteration 15Q: 3 clusters Score -2806412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2806420.500000 Penalty: 4949.129883
	Iteration 16Q: 3 clusters Score -2806420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2806432.250000 Penalty: 4949.129883
	Iteration 17Q: 3 clusters Score -2806432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2806446.250000 Penalty: 4949.129883
	Iteration 18Q: 3 clusters Score -2806446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2806448.000000 Penalty: 4949.129883
	Iteration 19Q: 3 clusters Score -2806448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2806463.000000 Penalty: 4949.129883
	Iteration 20F: 3 clusters Score -2806463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2806472.250000 Penalty: 4949.129883
	Iteration 21Q: 3 clusters Score -2806472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2806476.000000 Penalty: 4949.129883
	Iteration 22Q: 3 clusters Score -2806476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2806487.250000 Penalty: 4949.129883
	Iteration 23Q: 3 clusters Score -2806487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2806500.750000 Penalty: 4949.129883
	Iteration 24Q: 3 clusters Score -2806501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2806503.500000 Penalty: 4949.129883
	Iteration 25Q: 3 clusters Score -2806504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2806509.000000 Penalty: 4949.129883
	Iteration 26Q: 3 clusters Score -2806509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2806520.500000 Penalty: 4949.129883
	Iteration 27Q: 3 clusters Score -2806520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2806536.250000 Penalty: 4949.129883
	Iteration 28Q: 3 clusters Score -2806536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2806546.250000 Penalty: 4949.129883
	Iteration 29Q: 3 clusters Score -2806546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2806550.750000 Penalty: 4949.129883
	Iteration 30Q: 3 clusters Score -2806551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2806560.750000 Penalty: 4949.129883
	Iteration 31Q: 3 clusters Score -2806561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2806565.500000 Penalty: 4949.129883
	Iteration 32Q: 3 clusters Score -2806566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2806572.000000 Penalty: 4949.129883
	Iteration 33Q: 3 clusters Score -2806572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2806581.750000 Penalty: 4949.129883
	Iteration 34Q: 3 clusters Score -2806582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2806584.500000 Penalty: 4949.129883
	Iteration 35Q: 3 clusters Score -2806584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2806593.000000 Penalty: 4949.129883
	Iteration 36Q: 3 clusters Score -2806593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2806595.750000 Penalty: 4949.129883
	Iteration 37Q: 3 clusters Score -2806596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2806598.250000 Penalty: 4949.129883
	Iteration 38Q: 3 clusters Score -2806598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2806601.750000 Penalty: 4949.129883
	Iteration 39Q: 3 clusters Score -2806602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2806606.500000 Penalty: 4949.129883
	Iteration 40F: 3 clusters Score -2806606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2806616.500000 Penalty: 4949.129883
	Iteration 41Q: 3 clusters Score -2806616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2806622.000000 Penalty: 4949.129883
	Iteration 42Q: 3 clusters Score -2806622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2806617.000000 Penalty: 4949.129883
	Iteration 43Q: 3 clusters Score -2806617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2806627.500000 Penalty: 4949.129883
	Iteration 44Q: 3 clusters Score -2806628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2806627.000000 Penalty: 4949.129883
	Iteration 45Q: 3 clusters Score -2806627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2806634.000000 Penalty: 4949.129883
	Iteration 46Q: 3 clusters Score -2806634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2806639.250000 Penalty: 4949.129883
	Iteration 47Q: 3 clusters Score -2806639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2806628.750000 Penalty: 4949.129883
	Iteration 48Q: 3 clusters Score -2806629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2806632.250000 Penalty: 4949.129883
	Iteration 49Q: 3 clusters Score -2806632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2806631.750000 Penalty: 4949.129883
	Iteration 50Q: 3 clusters Score -2806632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2806630.750000 Penalty: 4949.129883
	Iteration 51Q: 3 clusters Score -2806631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2806632.250000 Penalty: 4949.129883
	Iteration 52Q: 3 clusters Score -2806632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2806633.750000 Penalty: 4949.129883
	Iteration 53Q: 3 clusters Score -2806634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2806634.750000 Penalty: 4949.129883
	Iteration 54Q: 3 clusters Score -2806635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2806636.750000 Penalty: 4949.129883
	Iteration 55Q: 3 clusters Score -2806637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2806632.250000 Penalty: 4949.129883
	Iteration 56Q: 3 clusters Score -2806632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2806633.250000 Penalty: 4949.129883
	Iteration 57Q: 3 clusters Score -2806633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2806633.750000 Penalty: 4949.129883
	Iteration 58Q: 3 clusters Score -2806634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2806632.500000 Penalty: 4949.129883
	Iteration 59Q: 3 clusters Score -2806632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2806630.750000 Penalty: 4949.129883
	Iteration 60F: 3 clusters Score -2806631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2806631.500000 Penalty: 4949.129883
	Iteration 61Q: 3 clusters Score -2806632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2806637.250000 Penalty: 4949.129883
	Iteration 62Q: 3 clusters Score -2806637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2806638.750000 Penalty: 4949.129883
	Iteration 63Q: 3 clusters Score -2806639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2806638.250000 Penalty: 4949.129883
	Iteration 64Q: 3 clusters Score -2806638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2806635.250000 Penalty: 4949.129883
	Iteration 65Q: 3 clusters Score -2806635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2806636.250000 Penalty: 4949.129883
	Iteration 66Q: 3 clusters Score -2806636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2806634.500000 Penalty: 4949.129883
	Iteration 67Q: 3 clusters Score -2806634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2806634.500000 Penalty: 4949.129883
	Iteration 68F: 3 clusters Score -2806634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -1381389.125000 Penalty: 2300.688721
	Iteration 0F: 2 clusters Score -1381389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1373170.375000 Penalty: 4601.377441
	Iteration 0F: 3 clusters Score -1373170 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1375909.000000 Penalty: 4601.377441
	Iteration 1F: 3 clusters Score -1375909 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1376800.250000 Penalty: 4601.377441
	Iteration 2F: 3 clusters Score -1376800 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1377926.125000 Penalty: 4601.377441
	Iteration 3F: 3 clusters Score -1377926 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1378995.750000 Penalty: 4601.377441
	Iteration 4F: 3 clusters Score -1378996 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1379662.250000 Penalty: 4601.377441
	Iteration 5F: 3 clusters Score -1379662 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1380027.625000 Penalty: 4601.377441
	Iteration 6F: 3 clusters Score -1380028 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1380183.375000 Penalty: 4601.377441
	Iteration 7Q: 3 clusters Score -1380183 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1380267.625000 Penalty: 4601.377441
	Iteration 8Q: 3 clusters Score -1380268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1380319.875000 Penalty: 4601.377441
	Iteration 9Q: 3 clusters Score -1380320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1380345.875000 Penalty: 4601.377441
	Iteration 10Q: 3 clusters Score -1380346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1380371.375000 Penalty: 4601.377441
	Iteration 11Q: 3 clusters Score -1380371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1380394.000000 Penalty: 4601.377441
	Iteration 12Q: 3 clusters Score -1380394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1380405.375000 Penalty: 4601.377441
	Iteration 13Q: 3 clusters Score -1380405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1380422.125000 Penalty: 4601.377441
	Iteration 14Q: 3 clusters Score -1380422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1380440.875000 Penalty: 4601.377441
	Iteration 15Q: 3 clusters Score -1380441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1380452.625000 Penalty: 4601.377441
	Iteration 16Q: 3 clusters Score -1380453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1380465.250000 Penalty: 4601.377441
	Iteration 17Q: 3 clusters Score -1380465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1380472.250000 Penalty: 4601.377441
	Iteration 18Q: 3 clusters Score -1380472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1380480.500000 Penalty: 4601.377441
	Iteration 19Q: 3 clusters Score -1380480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1380488.875000 Penalty: 4601.377441
	Iteration 20F: 3 clusters Score -1380489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1380490.250000 Penalty: 4601.377441
	Iteration 21Q: 3 clusters Score -1380490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1380501.875000 Penalty: 4601.377441
	Iteration 22Q: 3 clusters Score -1380502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1380506.250000 Penalty: 4601.377441
	Iteration 23Q: 3 clusters Score -1380506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1380507.000000 Penalty: 4601.377441
	Iteration 24Q: 3 clusters Score -1380507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1380512.875000 Penalty: 4601.377441
	Iteration 25Q: 3 clusters Score -1380513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1380520.625000 Penalty: 4601.377441
	Iteration 26Q: 3 clusters Score -1380521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1380526.625000 Penalty: 4601.377441
	Iteration 27Q: 3 clusters Score -1380527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1380531.750000 Penalty: 4601.377441
	Iteration 28Q: 3 clusters Score -1380532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1380536.375000 Penalty: 4601.377441
	Iteration 29Q: 3 clusters Score -1380536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1380540.875000 Penalty: 4601.377441
	Iteration 30Q: 3 clusters Score -1380541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1380541.625000 Penalty: 4601.377441
	Iteration 31Q: 3 clusters Score -1380542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1380539.750000 Penalty: 4601.377441
	Iteration 32Q: 3 clusters Score -1380540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1380540.500000 Penalty: 4601.377441
	Iteration 33Q: 3 clusters Score -1380540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1380544.125000 Penalty: 4601.377441
	Iteration 34Q: 3 clusters Score -1380544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1380542.875000 Penalty: 4601.377441
	Iteration 35Q: 3 clusters Score -1380543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1380545.500000 Penalty: 4601.377441
	Iteration 36Q: 3 clusters Score -1380546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1380544.000000 Penalty: 4601.377441
	Iteration 37Q: 3 clusters Score -1380544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1380547.000000 Penalty: 4601.377441
	Iteration 38Q: 3 clusters Score -1380547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1380547.250000 Penalty: 4601.377441
	Iteration 39Q: 3 clusters Score -1380547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1380547.250000 Penalty: 4601.377441
	Iteration 40F: 3 clusters Score -1380547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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 248 members 
Entering Unmasked Estep 
Score: -49439.531250 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49439.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49788.031250 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49788.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49950.203125 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -49950.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50077.566406 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -50077.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50160.781250 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -50160.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50280.707031 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50280.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50504.085938 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50504.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50686.769531 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50686.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50804.742188 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50804.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50953.847656 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -50953.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50969.699219 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -50969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51006.140625 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -51006.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51008.281250 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -51008.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51031.542969 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -51031.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51038.570312 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -51038.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51044.285156 Penalty: 3064.260254
	Iteration 15F: 3 clusters Score -51044.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51063.980469 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -51063.98 nChanged 1
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: -51069.539062 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -51069.54 nChanged 0
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: -51069.539062 Penalty: 3064.260254
	Iteration 18F: 3 clusters Score -51069.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 274 members 
Mstep: Class 11 contains 128857 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23984 members 
Mstep: Class 16 contains 71776 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46349 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168134 members 
Mstep: Class 22 contains 162109 members 
Mstep: Class 23 contains 168244 members 
Mstep: Class 24 contains 44707 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 208 members 
Entering Unmasked Estep 
Score: -126430136.000000 Penalty: 99042.679688
Splitting cluster 10 changes total score from -126431696.000000 to -126430136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (128857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Entering Unmasked Estep 
Score: -17514304.000000 Penalty: 2918.081787
	Iteration 0F: 2 clusters Score -1.75143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -17428998.000000 Penalty: 5836.163574
	Iteration 0F: 3 clusters Score -1.7429e+07 nChanged 61297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -17464562.000000 Penalty: 5836.163574
	Iteration 1F: 3 clusters Score -1.746456e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -17465814.000000 Penalty: 5836.163574
	Iteration 2Q: 3 clusters Score -1.746581e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -17467886.000000 Penalty: 5836.163574
	Iteration 3Q: 3 clusters Score -1.746789e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -17472206.000000 Penalty: 5836.163574
	Iteration 4F: 3 clusters Score -1.747221e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -17479722.000000 Penalty: 5836.163574
	Iteration 5F: 3 clusters Score -1.747972e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -17490770.000000 Penalty: 5836.163574
	Iteration 6F: 3 clusters Score -1.749077e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -17501734.000000 Penalty: 5836.163574
	Iteration 7F: 3 clusters Score -1.750173e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -17508338.000000 Penalty: 5836.163574
	Iteration 8F: 3 clusters Score -1.750834e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127703 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -17510596.000000 Penalty: 5836.163574
	Iteration 9Q: 3 clusters Score -1.75106e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -17511278.000000 Penalty: 5836.163574
	Iteration 10Q: 3 clusters Score -1.751128e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17511494.000000 Penalty: 5836.163574
	Iteration 11Q: 3 clusters Score -1.751149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17511596.000000 Penalty: 5836.163574
	Iteration 12Q: 3 clusters Score -1.75116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128613 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17511640.000000 Penalty: 5836.163574
	Iteration 13Q: 3 clusters Score -1.751164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17511680.000000 Penalty: 5836.163574
	Iteration 14Q: 3 clusters Score -1.751168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128627 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17511696.000000 Penalty: 5836.163574
	Iteration 15Q: 3 clusters Score -1.75117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128633 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17511712.000000 Penalty: 5836.163574
	Iteration 16Q: 3 clusters Score -1.751171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17511736.000000 Penalty: 5836.163574
	Iteration 17Q: 3 clusters Score -1.751174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128640 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17511740.000000 Penalty: 5836.163574
	Iteration 18Q: 3 clusters Score -1.751174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17511740.000000 Penalty: 5836.163574
	Iteration 19Q: 3 clusters Score -1.751174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17511740.000000 Penalty: 5836.163574
	Iteration 20F: 3 clusters Score -1.751174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -1585311.625000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -1585312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1576644.125000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -1576644 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1579134.000000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -1579134 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1579419.375000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -1579419 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1579621.250000 Penalty: 4641.474609
	Iteration 3Q: 3 clusters Score -1579621 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1579795.125000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -1579795 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1579972.000000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -1579972 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1580134.625000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -1580135 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1580311.875000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -1580312 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1580544.125000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -1580544 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1580847.625000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -1580848 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1581211.000000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -1581211 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1581595.125000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -1581595 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1581973.125000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -1581973 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1582353.000000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -1582353 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1582643.625000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -1582644 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1582860.500000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -1582860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1582987.875000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -1582988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1583080.375000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -1583080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1583122.500000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -1583122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1583180.250000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -1583180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1583209.125000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -1583209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1583230.500000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -1583230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1583236.750000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -1583237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1583247.500000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -1583248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1583251.250000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -1583251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1583256.750000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -1583257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1583257.125000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -1583257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1583257.125000 Penalty: 4641.474609
	Iteration 27F: 3 clusters Score -1583257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -315720.218750 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -315720.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -312858.687500 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -312858.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -313381.531250 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -313381.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -313526.781250 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -313526.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -313597.156250 Penalty: 3853.821289
	Iteration 3Q: 3 clusters Score -313597.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -313644.000000 Penalty: 3853.821289
	Iteration 4Q: 3 clusters Score -313644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -313674.437500 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -313674.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -313693.500000 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -313693.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -313712.406250 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -313712.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -313729.343750 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -313729.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -313739.000000 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -313739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -313746.843750 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -313746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -313752.562500 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -313752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -313754.218750 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -313754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -313754.906250 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -313754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -313754.906250 Penalty: 3853.821289
	Iteration 14F: 3 clusters Score -313754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 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 268 members 
Entering Unmasked Estep 
Score: -58692.500000 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58692.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58896.011719 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -58896.01 nChanged 32
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: -59077.742188 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59077.74 nChanged 28
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: -59289.207031 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -59289.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59459.906250 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -59459.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59542.578125 Penalty: 3081.452637
	Iteration 5F: 3 clusters Score -59542.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59602.710938 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59602.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59652.015625 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59652.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59699.714844 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59699.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59751.457031 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59751.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59773.503906 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59781.277344 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59781.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59790.148438 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -59790.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59800.015625 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -59800.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59806.242188 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -59806.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59806.242188 Penalty: 3081.452637
	Iteration 15F: 3 clusters Score -59806.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Entering Unmasked Estep 
Score: -3295592.000000 Penalty: 2501.115234
	Iteration 0F: 2 clusters Score -3295592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3279035.000000 Penalty: 5002.230469
	Iteration 0F: 3 clusters Score -3279035 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3284683.500000 Penalty: 5002.230469
	Iteration 1F: 3 clusters Score -3284684 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3285034.500000 Penalty: 5002.230469
	Iteration 2Q: 3 clusters Score -3285034 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3285390.500000 Penalty: 5002.230469
	Iteration 3Q: 3 clusters Score -3285390 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3285741.000000 Penalty: 5002.230469
	Iteration 4Q: 3 clusters Score -3285741 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3286157.500000 Penalty: 5002.230469
	Iteration 5Q: 3 clusters Score -3286158 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3286664.250000 Penalty: 5002.230469
	Iteration 6Q: 3 clusters Score -3286664 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3287388.500000 Penalty: 5002.230469
	Iteration 7F: 3 clusters Score -3287388 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3288347.000000 Penalty: 5002.230469
	Iteration 8F: 3 clusters Score -3288347 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3289531.250000 Penalty: 5002.230469
	Iteration 9F: 3 clusters Score -3289531 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3290725.750000 Penalty: 5002.230469
	Iteration 10F: 3 clusters Score -3290726 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3291558.000000 Penalty: 5002.230469
	Iteration 11Q: 3 clusters Score -3291558 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3292099.500000 Penalty: 5002.230469
	Iteration 12Q: 3 clusters Score -3292100 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3292339.500000 Penalty: 5002.230469
	Iteration 13Q: 3 clusters Score -3292340 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3292480.500000 Penalty: 5002.230469
	Iteration 14Q: 3 clusters Score -3292480 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3292584.750000 Penalty: 5002.230469
	Iteration 15Q: 3 clusters Score -3292585 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3292653.000000 Penalty: 5002.230469
	Iteration 16Q: 3 clusters Score -3292653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3292723.500000 Penalty: 5002.230469
	Iteration 17Q: 3 clusters Score -3292724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3292781.750000 Penalty: 5002.230469
	Iteration 18Q: 3 clusters Score -3292782 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3292824.500000 Penalty: 5002.230469
	Iteration 19Q: 3 clusters Score -3292824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3292853.000000 Penalty: 5002.230469
	Iteration 20F: 3 clusters Score -3292853 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3292880.500000 Penalty: 5002.230469
	Iteration 21Q: 3 clusters Score -3292880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3292911.500000 Penalty: 5002.230469
	Iteration 22Q: 3 clusters Score -3292912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3292932.250000 Penalty: 5002.230469
	Iteration 23Q: 3 clusters Score -3292932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3292949.500000 Penalty: 5002.230469
	Iteration 24Q: 3 clusters Score -3292950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3292977.750000 Penalty: 5002.230469
	Iteration 25Q: 3 clusters Score -3292978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3293005.750000 Penalty: 5002.230469
	Iteration 26Q: 3 clusters Score -3293006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3293019.750000 Penalty: 5002.230469
	Iteration 27Q: 3 clusters Score -3293020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3293048.500000 Penalty: 5002.230469
	Iteration 28Q: 3 clusters Score -3293048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3293068.750000 Penalty: 5002.230469
	Iteration 29Q: 3 clusters Score -3293069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3293089.250000 Penalty: 5002.230469
	Iteration 30Q: 3 clusters Score -3293089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3293109.500000 Penalty: 5002.230469
	Iteration 31Q: 3 clusters Score -3293110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3293123.500000 Penalty: 5002.230469
	Iteration 32Q: 3 clusters Score -3293124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3293136.250000 Penalty: 5002.230469
	Iteration 33Q: 3 clusters Score -3293136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3293136.500000 Penalty: 5002.230469
	Iteration 34Q: 3 clusters Score -3293136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3293143.000000 Penalty: 5002.230469
	Iteration 35Q: 3 clusters Score -3293143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3293152.250000 Penalty: 5002.230469
	Iteration 36Q: 3 clusters Score -3293152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3293158.750000 Penalty: 5002.230469
	Iteration 37Q: 3 clusters Score -3293159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3293160.500000 Penalty: 5002.230469
	Iteration 38Q: 3 clusters Score -3293160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3293172.000000 Penalty: 5002.230469
	Iteration 39Q: 3 clusters Score -3293172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3293181.250000 Penalty: 5002.230469
	Iteration 40F: 3 clusters Score -3293181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3293194.750000 Penalty: 5002.230469
	Iteration 41Q: 3 clusters Score -3293195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3293198.250000 Penalty: 5002.230469
	Iteration 42Q: 3 clusters Score -3293198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3293216.000000 Penalty: 5002.230469
	Iteration 43Q: 3 clusters Score -3293216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3293222.250000 Penalty: 5002.230469
	Iteration 44Q: 3 clusters Score -3293222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3293237.250000 Penalty: 5002.230469
	Iteration 45Q: 3 clusters Score -3293237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3293250.500000 Penalty: 5002.230469
	Iteration 46Q: 3 clusters Score -3293250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3293259.500000 Penalty: 5002.230469
	Iteration 47Q: 3 clusters Score -3293260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3293251.750000 Penalty: 5002.230469
	Iteration 48Q: 3 clusters Score -3293252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3293263.000000 Penalty: 5002.230469
	Iteration 49Q: 3 clusters Score -3293263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3293257.750000 Penalty: 5002.230469
	Iteration 50Q: 3 clusters Score -3293258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3293264.500000 Penalty: 5002.230469
	Iteration 51Q: 3 clusters Score -3293264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3293271.500000 Penalty: 5002.230469
	Iteration 52Q: 3 clusters Score -3293272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3293273.000000 Penalty: 5002.230469
	Iteration 53Q: 3 clusters Score -3293273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3293285.500000 Penalty: 5002.230469
	Iteration 54Q: 3 clusters Score -3293286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3293293.250000 Penalty: 5002.230469
	Iteration 55Q: 3 clusters Score -3293293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3293290.750000 Penalty: 5002.230469
	Iteration 56Q: 3 clusters Score -3293291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3293289.000000 Penalty: 5002.230469
	Iteration 57Q: 3 clusters Score -3293289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3293291.250000 Penalty: 5002.230469
	Iteration 58Q: 3 clusters Score -3293291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3293281.750000 Penalty: 5002.230469
	Iteration 59Q: 3 clusters Score -3293282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3293283.250000 Penalty: 5002.230469
	Iteration 60F: 3 clusters Score -3293283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3293287.500000 Penalty: 5002.230469
	Iteration 61Q: 3 clusters Score -3293288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3293289.750000 Penalty: 5002.230469
	Iteration 62Q: 3 clusters Score -3293290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3293288.750000 Penalty: 5002.230469
	Iteration 63Q: 3 clusters Score -3293289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3293296.250000 Penalty: 5002.230469
	Iteration 64Q: 3 clusters Score -3293296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3293303.750000 Penalty: 5002.230469
	Iteration 65Q: 3 clusters Score -3293304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3293315.500000 Penalty: 5002.230469
	Iteration 66Q: 3 clusters Score -3293316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3293311.750000 Penalty: 5002.230469
	Iteration 67Q: 3 clusters Score -3293312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3293314.500000 Penalty: 5002.230469
	Iteration 68Q: 3 clusters Score -3293314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3293322.750000 Penalty: 5002.230469
	Iteration 69Q: 3 clusters Score -3293323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3293327.750000 Penalty: 5002.230469
	Iteration 70Q: 3 clusters Score -3293328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3293337.000000 Penalty: 5002.230469
	Iteration 71Q: 3 clusters Score -3293337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3293340.250000 Penalty: 5002.230469
	Iteration 72Q: 3 clusters Score -3293340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3293339.000000 Penalty: 5002.230469
	Iteration 73Q: 3 clusters Score -3293339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3293346.000000 Penalty: 5002.230469
	Iteration 74Q: 3 clusters Score -3293346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3293347.000000 Penalty: 5002.230469
	Iteration 75Q: 3 clusters Score -3293347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3293350.500000 Penalty: 5002.230469
	Iteration 76Q: 3 clusters Score -3293350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3293355.500000 Penalty: 5002.230469
	Iteration 77Q: 3 clusters Score -3293356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3293360.000000 Penalty: 5002.230469
	Iteration 78Q: 3 clusters Score -3293360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3293362.500000 Penalty: 5002.230469
	Iteration 79Q: 3 clusters Score -3293362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3293370.750000 Penalty: 5002.230469
	Iteration 80F: 3 clusters Score -3293371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3293368.750000 Penalty: 5002.230469
	Iteration 81Q: 3 clusters Score -3293369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3293372.500000 Penalty: 5002.230469
	Iteration 82Q: 3 clusters Score -3293372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3293373.250000 Penalty: 5002.230469
	Iteration 83Q: 3 clusters Score -3293373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3293380.750000 Penalty: 5002.230469
	Iteration 84Q: 3 clusters Score -3293381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3293384.500000 Penalty: 5002.230469
	Iteration 85Q: 3 clusters Score -3293384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3293388.500000 Penalty: 5002.230469
	Iteration 86Q: 3 clusters Score -3293388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3293396.500000 Penalty: 5002.230469
	Iteration 87Q: 3 clusters Score -3293396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3293407.500000 Penalty: 5002.230469
	Iteration 88Q: 3 clusters Score -3293408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3293402.250000 Penalty: 5002.230469
	Iteration 89Q: 3 clusters Score -3293402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3293402.250000 Penalty: 5002.230469
	Iteration 90Q: 3 clusters Score -3293402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3293407.500000 Penalty: 5002.230469
	Iteration 91Q: 3 clusters Score -3293408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3293409.000000 Penalty: 5002.230469
	Iteration 92Q: 3 clusters Score -3293409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3293412.750000 Penalty: 5002.230469
	Iteration 93Q: 3 clusters Score -3293413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3293419.000000 Penalty: 5002.230469
	Iteration 94Q: 3 clusters Score -3293419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3293421.750000 Penalty: 5002.230469
	Iteration 95Q: 3 clusters Score -3293422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3293421.000000 Penalty: 5002.230469
	Iteration 96Q: 3 clusters Score -3293421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3293423.750000 Penalty: 5002.230469
	Iteration 97Q: 3 clusters Score -3293424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3293427.500000 Penalty: 5002.230469
	Iteration 98Q: 3 clusters Score -3293428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3293434.250000 Penalty: 5002.230469
	Iteration 99Q: 3 clusters Score -3293434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3293427.750000 Penalty: 5002.230469
	Iteration 100F: 3 clusters Score -3293428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3293431.250000 Penalty: 5002.230469
	Iteration 101Q: 3 clusters Score -3293431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3293435.250000 Penalty: 5002.230469
	Iteration 102Q: 3 clusters Score -3293435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3293436.250000 Penalty: 5002.230469
	Iteration 103Q: 3 clusters Score -3293436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3293441.500000 Penalty: 5002.230469
	Iteration 104Q: 3 clusters Score -3293442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3293445.000000 Penalty: 5002.230469
	Iteration 105Q: 3 clusters Score -3293445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3293449.500000 Penalty: 5002.230469
	Iteration 106Q: 3 clusters Score -3293450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3293448.000000 Penalty: 5002.230469
	Iteration 107Q: 3 clusters Score -3293448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3293444.750000 Penalty: 5002.230469
	Iteration 108Q: 3 clusters Score -3293445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3293446.500000 Penalty: 5002.230469
	Iteration 109Q: 3 clusters Score -3293446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3293447.000000 Penalty: 5002.230469
	Iteration 110Q: 3 clusters Score -3293447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3293442.500000 Penalty: 5002.230469
	Iteration 111Q: 3 clusters Score -3293442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3293442.500000 Penalty: 5002.230469
	Iteration 112F: 3 clusters Score -3293442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Entering Unmasked Estep 
Score: -9491730.000000 Penalty: 2772.963867
	Iteration 0F: 2 clusters Score -9491730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -9443646.000000 Penalty: 5545.927734
	Iteration 0F: 3 clusters Score -9443646 nChanged 33700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -9462825.000000 Penalty: 5545.927734
	Iteration 1F: 3 clusters Score -9462825 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -9463441.000000 Penalty: 5545.927734
	Iteration 2Q: 3 clusters Score -9463441 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -9464065.000000 Penalty: 5545.927734
	Iteration 3Q: 3 clusters Score -9464065 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -9464790.000000 Penalty: 5545.927734
	Iteration 4Q: 3 clusters Score -9464790 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -9465566.000000 Penalty: 5545.927734
	Iteration 5Q: 3 clusters Score -9465566 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -9466357.000000 Penalty: 5545.927734
	Iteration 6Q: 3 clusters Score -9466357 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9467326.000000 Penalty: 5545.927734
	Iteration 7Q: 3 clusters Score -9467326 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -9468556.000000 Penalty: 5545.927734
	Iteration 8Q: 3 clusters Score -9468556 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -9470163.000000 Penalty: 5545.927734
	Iteration 9Q: 3 clusters Score -9470163 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9472020.000000 Penalty: 5545.927734
	Iteration 10Q: 3 clusters Score -9472020 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -9473825.000000 Penalty: 5545.927734
	Iteration 11Q: 3 clusters Score -9473825 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -9475137.000000 Penalty: 5545.927734
	Iteration 12Q: 3 clusters Score -9475137 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -9476090.000000 Penalty: 5545.927734
	Iteration 13Q: 3 clusters Score -9476090 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -9476691.000000 Penalty: 5545.927734
	Iteration 14Q: 3 clusters Score -9476691 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -9477007.000000 Penalty: 5545.927734
	Iteration 15Q: 3 clusters Score -9477007 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -9477268.000000 Penalty: 5545.927734
	Iteration 16Q: 3 clusters Score -9477268 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -9477430.000000 Penalty: 5545.927734
	Iteration 17Q: 3 clusters Score -9477430 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -9477624.000000 Penalty: 5545.927734
	Iteration 18Q: 3 clusters Score -9477624 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -9477782.000000 Penalty: 5545.927734
	Iteration 19Q: 3 clusters Score -9477782 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -9477972.000000 Penalty: 5545.927734
	Iteration 20F: 3 clusters Score -9477972 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -9478184.000000 Penalty: 5545.927734
	Iteration 21Q: 3 clusters Score -9478184 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -9478428.000000 Penalty: 5545.927734
	Iteration 22Q: 3 clusters Score -9478428 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -9478635.000000 Penalty: 5545.927734
	Iteration 23Q: 3 clusters Score -9478635 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -9478909.000000 Penalty: 5545.927734
	Iteration 24Q: 3 clusters Score -9478909 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -9479302.000000 Penalty: 5545.927734
	Iteration 25Q: 3 clusters Score -9479302 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -9479835.000000 Penalty: 5545.927734
	Iteration 26Q: 3 clusters Score -9479835 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -9480451.000000 Penalty: 5545.927734
	Iteration 27Q: 3 clusters Score -9480451 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -9481207.000000 Penalty: 5545.927734
	Iteration 28Q: 3 clusters Score -9481207 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -9481966.000000 Penalty: 5545.927734
	Iteration 29Q: 3 clusters Score -9481966 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -9482856.000000 Penalty: 5545.927734
	Iteration 30Q: 3 clusters Score -9482856 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -9483939.000000 Penalty: 5545.927734
	Iteration 31Q: 3 clusters Score -9483939 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -9484961.000000 Penalty: 5545.927734
	Iteration 32Q: 3 clusters Score -9484961 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -9485914.000000 Penalty: 5545.927734
	Iteration 33Q: 3 clusters Score -9485914 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -9486602.000000 Penalty: 5545.927734
	Iteration 34Q: 3 clusters Score -9486602 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -9487120.000000 Penalty: 5545.927734
	Iteration 35Q: 3 clusters Score -9487120 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -9487515.000000 Penalty: 5545.927734
	Iteration 36Q: 3 clusters Score -9487515 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -9487767.000000 Penalty: 5545.927734
	Iteration 37Q: 3 clusters Score -9487767 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -9487915.000000 Penalty: 5545.927734
	Iteration 38Q: 3 clusters Score -9487915 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -9488070.000000 Penalty: 5545.927734
	Iteration 39Q: 3 clusters Score -9488070 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -9488191.000000 Penalty: 5545.927734
	Iteration 40F: 3 clusters Score -9488191 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -9488249.000000 Penalty: 5545.927734
	Iteration 41Q: 3 clusters Score -9488249 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -9488338.000000 Penalty: 5545.927734
	Iteration 42Q: 3 clusters Score -9488338 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -9488425.000000 Penalty: 5545.927734
	Iteration 43Q: 3 clusters Score -9488425 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -9488479.000000 Penalty: 5545.927734
	Iteration 44Q: 3 clusters Score -9488479 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -9488504.000000 Penalty: 5545.927734
	Iteration 45Q: 3 clusters Score -9488504 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -9488555.000000 Penalty: 5545.927734
	Iteration 46Q: 3 clusters Score -9488555 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -9488561.000000 Penalty: 5545.927734
	Iteration 47Q: 3 clusters Score -9488561 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -9488594.000000 Penalty: 5545.927734
	Iteration 48Q: 3 clusters Score -9488594 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -9488646.000000 Penalty: 5545.927734
	Iteration 49Q: 3 clusters Score -9488646 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -9488690.000000 Penalty: 5545.927734
	Iteration 50Q: 3 clusters Score -9488690 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -9488770.000000 Penalty: 5545.927734
	Iteration 51Q: 3 clusters Score -9488770 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -9488802.000000 Penalty: 5545.927734
	Iteration 52Q: 3 clusters Score -9488802 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -9488845.000000 Penalty: 5545.927734
	Iteration 53Q: 3 clusters Score -9488845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -9488888.000000 Penalty: 5545.927734
	Iteration 54Q: 3 clusters Score -9488888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -9488918.000000 Penalty: 5545.927734
	Iteration 55Q: 3 clusters Score -9488918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -9488946.000000 Penalty: 5545.927734
	Iteration 56Q: 3 clusters Score -9488946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -9488963.000000 Penalty: 5545.927734
	Iteration 57Q: 3 clusters Score -9488963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -9489011.000000 Penalty: 5545.927734
	Iteration 58Q: 3 clusters Score -9489011 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -9489003.000000 Penalty: 5545.927734
	Iteration 59Q: 3 clusters Score -9489003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -9489020.000000 Penalty: 5545.927734
	Iteration 60F: 3 clusters Score -9489020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -9489018.000000 Penalty: 5545.927734
	Iteration 61Q: 3 clusters Score -9489018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -9489024.000000 Penalty: 5545.927734
	Iteration 62Q: 3 clusters Score -9489024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -9489043.000000 Penalty: 5545.927734
	Iteration 63Q: 3 clusters Score -9489043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9489038.000000 Penalty: 5545.927734
	Iteration 64Q: 3 clusters Score -9489038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -9489062.000000 Penalty: 5545.927734
	Iteration 65Q: 3 clusters Score -9489062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -9489074.000000 Penalty: 5545.927734
	Iteration 66Q: 3 clusters Score -9489074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -9489090.000000 Penalty: 5545.927734
	Iteration 67Q: 3 clusters Score -9489090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -9489099.000000 Penalty: 5545.927734
	Iteration 68Q: 3 clusters Score -9489099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -9489103.000000 Penalty: 5545.927734
	Iteration 69Q: 3 clusters Score -9489103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -9489107.000000 Penalty: 5545.927734
	Iteration 70Q: 3 clusters Score -9489107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -9489116.000000 Penalty: 5545.927734
	Iteration 71Q: 3 clusters Score -9489116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -9489114.000000 Penalty: 5545.927734
	Iteration 72Q: 3 clusters Score -9489114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -9489129.000000 Penalty: 5545.927734
	Iteration 73Q: 3 clusters Score -9489129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -9489151.000000 Penalty: 5545.927734
	Iteration 74Q: 3 clusters Score -9489151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -9489152.000000 Penalty: 5545.927734
	Iteration 75Q: 3 clusters Score -9489152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -9489142.000000 Penalty: 5545.927734
	Iteration 76Q: 3 clusters Score -9489142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -9489142.000000 Penalty: 5545.927734
	Iteration 77Q: 3 clusters Score -9489142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -9489139.000000 Penalty: 5545.927734
	Iteration 78Q: 3 clusters Score -9489139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -9489154.000000 Penalty: 5545.927734
	Iteration 79Q: 3 clusters Score -9489154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -9489179.000000 Penalty: 5545.927734
	Iteration 80F: 3 clusters Score -9489179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -9489196.000000 Penalty: 5545.927734
	Iteration 81Q: 3 clusters Score -9489196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -9489195.000000 Penalty: 5545.927734
	Iteration 82Q: 3 clusters Score -9489195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -9489198.000000 Penalty: 5545.927734
	Iteration 83Q: 3 clusters Score -9489198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -9489195.000000 Penalty: 5545.927734
	Iteration 84Q: 3 clusters Score -9489195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -9489198.000000 Penalty: 5545.927734
	Iteration 85Q: 3 clusters Score -9489198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -9489200.000000 Penalty: 5545.927734
	Iteration 86Q: 3 clusters Score -9489200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -9489193.000000 Penalty: 5545.927734
	Iteration 87Q: 3 clusters Score -9489193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -9489195.000000 Penalty: 5545.927734
	Iteration 88Q: 3 clusters Score -9489195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -9489213.000000 Penalty: 5545.927734
	Iteration 89Q: 3 clusters Score -9489213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -9489214.000000 Penalty: 5545.927734
	Iteration 90Q: 3 clusters Score -9489214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -9489224.000000 Penalty: 5545.927734
	Iteration 91Q: 3 clusters Score -9489224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -9489227.000000 Penalty: 5545.927734
	Iteration 92Q: 3 clusters Score -9489227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -9489246.000000 Penalty: 5545.927734
	Iteration 93Q: 3 clusters Score -9489246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -9489231.000000 Penalty: 5545.927734
	Iteration 94Q: 3 clusters Score -9489231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -9489224.000000 Penalty: 5545.927734
	Iteration 95Q: 3 clusters Score -9489224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -9489241.000000 Penalty: 5545.927734
	Iteration 96Q: 3 clusters Score -9489241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -9489260.000000 Penalty: 5545.927734
	Iteration 97Q: 3 clusters Score -9489260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -9489237.000000 Penalty: 5545.927734
	Iteration 98Q: 3 clusters Score -9489237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -9489231.000000 Penalty: 5545.927734
	Iteration 99Q: 3 clusters Score -9489231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -9489231.000000 Penalty: 5545.927734
	Iteration 100F: 3 clusters Score -9489231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -9489232.000000 Penalty: 5545.927734
	Iteration 101Q: 3 clusters Score -9489232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -9489231.000000 Penalty: 5545.927734
	Iteration 102Q: 3 clusters Score -9489231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -9489246.000000 Penalty: 5545.927734
	Iteration 103Q: 3 clusters Score -9489246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -9489238.000000 Penalty: 5545.927734
	Iteration 104Q: 3 clusters Score -9489238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -9489245.000000 Penalty: 5545.927734
	Iteration 105Q: 3 clusters Score -9489245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -9489249.000000 Penalty: 5545.927734
	Iteration 106Q: 3 clusters Score -9489249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9489264.000000 Penalty: 5545.927734
	Iteration 107Q: 3 clusters Score -9489264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -9489253.000000 Penalty: 5545.927734
	Iteration 108Q: 3 clusters Score -9489253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -9489247.000000 Penalty: 5545.927734
	Iteration 109Q: 3 clusters Score -9489247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -9489245.000000 Penalty: 5545.927734
	Iteration 110Q: 3 clusters Score -9489245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -9489258.000000 Penalty: 5545.927734
	Iteration 111Q: 3 clusters Score -9489258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -9489258.000000 Penalty: 5545.927734
	Iteration 112Q: 3 clusters Score -9489258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -9489254.000000 Penalty: 5545.927734
	Iteration 113Q: 3 clusters Score -9489254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -9489259.000000 Penalty: 5545.927734
	Iteration 114Q: 3 clusters Score -9489259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -9489258.000000 Penalty: 5545.927734
	Iteration 115Q: 3 clusters Score -9489258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9489262.000000 Penalty: 5545.927734
	Iteration 116Q: 3 clusters Score -9489262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -9489259.000000 Penalty: 5545.927734
	Iteration 117Q: 3 clusters Score -9489259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -9489266.000000 Penalty: 5545.927734
	Iteration 118Q: 3 clusters Score -9489266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -9489268.000000 Penalty: 5545.927734
	Iteration 119Q: 3 clusters Score -9489268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -9489271.000000 Penalty: 5545.927734
	Iteration 120F: 3 clusters Score -9489271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -9489262.000000 Penalty: 5545.927734
	Iteration 121Q: 3 clusters Score -9489262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -9489262.000000 Penalty: 5545.927734
	Iteration 122Q: 3 clusters Score -9489262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -9489265.000000 Penalty: 5545.927734
	Iteration 123Q: 3 clusters Score -9489265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -9489265.000000 Penalty: 5545.927734
	Iteration 124Q: 3 clusters Score -9489265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -9489265.000000 Penalty: 5545.927734
	Iteration 125F: 3 clusters Score -9489265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -550625.812500 Penalty: 2053.050049
	Iteration 0F: 2 clusters Score -550625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -546784.750000 Penalty: 4106.100098
	Iteration 0F: 3 clusters Score -546784.8 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -547599.375000 Penalty: 4106.100098
	Iteration 1F: 3 clusters Score -547599.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -547760.375000 Penalty: 4106.100098
	Iteration 2F: 3 clusters Score -547760.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -547840.437500 Penalty: 4106.100098
	Iteration 3Q: 3 clusters Score -547840.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -547904.250000 Penalty: 4106.100098
	Iteration 4Q: 3 clusters Score -547904.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -547955.875000 Penalty: 4106.100098
	Iteration 5Q: 3 clusters Score -547955.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -547990.750000 Penalty: 4106.100098
	Iteration 6Q: 3 clusters Score -547990.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -548017.562500 Penalty: 4106.100098
	Iteration 7Q: 3 clusters Score -548017.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -548042.437500 Penalty: 4106.100098
	Iteration 8Q: 3 clusters Score -548042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -548053.812500 Penalty: 4106.100098
	Iteration 9Q: 3 clusters Score -548053.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -548061.125000 Penalty: 4106.100098
	Iteration 10Q: 3 clusters Score -548061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -548068.000000 Penalty: 4106.100098
	Iteration 11Q: 3 clusters Score -548068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -548073.250000 Penalty: 4106.100098
	Iteration 12Q: 3 clusters Score -548073.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -548077.937500 Penalty: 4106.100098
	Iteration 13Q: 3 clusters Score -548077.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -548082.750000 Penalty: 4106.100098
	Iteration 14Q: 3 clusters Score -548082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -548088.187500 Penalty: 4106.100098
	Iteration 15Q: 3 clusters Score -548088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -548093.625000 Penalty: 4106.100098
	Iteration 16Q: 3 clusters Score -548093.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -548102.687500 Penalty: 4106.100098
	Iteration 17Q: 3 clusters Score -548102.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -548110.812500 Penalty: 4106.100098
	Iteration 18Q: 3 clusters Score -548110.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -548113.937500 Penalty: 4106.100098
	Iteration 19Q: 3 clusters Score -548113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -548117.187500 Penalty: 4106.100098
	Iteration 20F: 3 clusters Score -548117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -548118.687500 Penalty: 4106.100098
	Iteration 21Q: 3 clusters Score -548118.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -548120.812500 Penalty: 4106.100098
	Iteration 22Q: 3 clusters Score -548120.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -548123.125000 Penalty: 4106.100098
	Iteration 23Q: 3 clusters Score -548123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -548126.000000 Penalty: 4106.100098
	Iteration 24Q: 3 clusters Score -548126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -548129.125000 Penalty: 4106.100098
	Iteration 25Q: 3 clusters Score -548129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -548131.312500 Penalty: 4106.100098
	Iteration 26Q: 3 clusters Score -548131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -548131.875000 Penalty: 4106.100098
	Iteration 27Q: 3 clusters Score -548131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -548132.062500 Penalty: 4106.100098
	Iteration 28Q: 3 clusters Score -548132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -548133.375000 Penalty: 4106.100098
	Iteration 29Q: 3 clusters Score -548133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -548133.312500 Penalty: 4106.100098
	Iteration 30Q: 3 clusters Score -548133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -548134.187500 Penalty: 4106.100098
	Iteration 31Q: 3 clusters Score -548134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -548135.750000 Penalty: 4106.100098
	Iteration 32Q: 3 clusters Score -548135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -548135.562500 Penalty: 4106.100098
	Iteration 33Q: 3 clusters Score -548135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -548136.812500 Penalty: 4106.100098
	Iteration 34Q: 3 clusters Score -548136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -548137.937500 Penalty: 4106.100098
	Iteration 35Q: 3 clusters Score -548137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -548139.812500 Penalty: 4106.100098
	Iteration 36Q: 3 clusters Score -548139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -548140.562500 Penalty: 4106.100098
	Iteration 37Q: 3 clusters Score -548140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -548141.687500 Penalty: 4106.100098
	Iteration 38Q: 3 clusters Score -548141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -548144.500000 Penalty: 4106.100098
	Iteration 39Q: 3 clusters Score -548144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -548146.437500 Penalty: 4106.100098
	Iteration 40F: 3 clusters Score -548146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -548148.187500 Penalty: 4106.100098
	Iteration 41Q: 3 clusters Score -548148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -548148.437500 Penalty: 4106.100098
	Iteration 42Q: 3 clusters Score -548148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -548149.812500 Penalty: 4106.100098
	Iteration 43Q: 3 clusters Score -548149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -548149.812500 Penalty: 4106.100098
	Iteration 44F: 3 clusters Score -548149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -1328917.250000 Penalty: 2313.925049
	Iteration 0F: 2 clusters Score -1328917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1320442.500000 Penalty: 4627.850098
	Iteration 0F: 3 clusters Score -1320442 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1323227.000000 Penalty: 4627.850098
	Iteration 1F: 3 clusters Score -1323227 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1323937.250000 Penalty: 4627.850098
	Iteration 2F: 3 clusters Score -1323937 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1324628.750000 Penalty: 4627.850098
	Iteration 3F: 3 clusters Score -1324629 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1325259.250000 Penalty: 4627.850098
	Iteration 4F: 3 clusters Score -1325259 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1325815.125000 Penalty: 4627.850098
	Iteration 5F: 3 clusters Score -1325815 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1326274.500000 Penalty: 4627.850098
	Iteration 6F: 3 clusters Score -1326274 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1326605.000000 Penalty: 4627.850098
	Iteration 7Q: 3 clusters Score -1326605 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1326844.000000 Penalty: 4627.850098
	Iteration 8Q: 3 clusters Score -1326844 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1327001.375000 Penalty: 4627.850098
	Iteration 9Q: 3 clusters Score -1327001 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1327110.250000 Penalty: 4627.850098
	Iteration 10Q: 3 clusters Score -1327110 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1327184.500000 Penalty: 4627.850098
	Iteration 11Q: 3 clusters Score -1327184 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1327249.875000 Penalty: 4627.850098
	Iteration 12Q: 3 clusters Score -1327250 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1327287.375000 Penalty: 4627.850098
	Iteration 13Q: 3 clusters Score -1327287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1327337.375000 Penalty: 4627.850098
	Iteration 14Q: 3 clusters Score -1327337 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1327387.500000 Penalty: 4627.850098
	Iteration 15Q: 3 clusters Score -1327388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1327419.625000 Penalty: 4627.850098
	Iteration 16Q: 3 clusters Score -1327420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1327447.625000 Penalty: 4627.850098
	Iteration 17Q: 3 clusters Score -1327448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1327477.000000 Penalty: 4627.850098
	Iteration 18Q: 3 clusters Score -1327477 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1327515.875000 Penalty: 4627.850098
	Iteration 19Q: 3 clusters Score -1327516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1327545.750000 Penalty: 4627.850098
	Iteration 20F: 3 clusters Score -1327546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1327565.500000 Penalty: 4627.850098
	Iteration 21Q: 3 clusters Score -1327566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1327583.875000 Penalty: 4627.850098
	Iteration 22Q: 3 clusters Score -1327584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1327600.875000 Penalty: 4627.850098
	Iteration 23Q: 3 clusters Score -1327601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1327606.500000 Penalty: 4627.850098
	Iteration 24Q: 3 clusters Score -1327606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1327617.625000 Penalty: 4627.850098
	Iteration 25Q: 3 clusters Score -1327618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1327642.000000 Penalty: 4627.850098
	Iteration 26Q: 3 clusters Score -1327642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1327658.125000 Penalty: 4627.850098
	Iteration 27Q: 3 clusters Score -1327658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1327668.500000 Penalty: 4627.850098
	Iteration 28Q: 3 clusters Score -1327668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1327681.375000 Penalty: 4627.850098
	Iteration 29Q: 3 clusters Score -1327681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1327684.625000 Penalty: 4627.850098
	Iteration 30Q: 3 clusters Score -1327685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1327689.375000 Penalty: 4627.850098
	Iteration 31Q: 3 clusters Score -1327689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1327692.000000 Penalty: 4627.850098
	Iteration 32Q: 3 clusters Score -1327692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1327695.375000 Penalty: 4627.850098
	Iteration 33Q: 3 clusters Score -1327695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1327698.875000 Penalty: 4627.850098
	Iteration 34Q: 3 clusters Score -1327699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1327697.875000 Penalty: 4627.850098
	Iteration 35Q: 3 clusters Score -1327698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1327696.875000 Penalty: 4627.850098
	Iteration 36Q: 3 clusters Score -1327697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1327696.875000 Penalty: 4627.850098
	Iteration 37F: 3 clusters Score -1327697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Entering Unmasked Estep 
Score: -6326329.000000 Penalty: 2664.500732
	Iteration 0F: 2 clusters Score -6326329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -6294980.500000 Penalty: 5329.001465
	Iteration 0F: 3 clusters Score -6294980 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -6306575.000000 Penalty: 5329.001465
	Iteration 1F: 3 clusters Score -6306575 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -6307106.500000 Penalty: 5329.001465
	Iteration 2Q: 3 clusters Score -6307106 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -6307538.500000 Penalty: 5329.001465
	Iteration 3Q: 3 clusters Score -6307538 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -6307977.000000 Penalty: 5329.001465
	Iteration 4Q: 3 clusters Score -6307977 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6308498.000000 Penalty: 5329.001465
	Iteration 5Q: 3 clusters Score -6308498 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -6309127.500000 Penalty: 5329.001465
	Iteration 6Q: 3 clusters Score -6309128 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -6309981.500000 Penalty: 5329.001465
	Iteration 7Q: 3 clusters Score -6309982 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -6311160.000000 Penalty: 5329.001465
	Iteration 8Q: 3 clusters Score -6311160 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -6312703.000000 Penalty: 5329.001465
	Iteration 9F: 3 clusters Score -6312703 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6314839.500000 Penalty: 5329.001465
	Iteration 10F: 3 clusters Score -6314840 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -6317084.000000 Penalty: 5329.001465
	Iteration 11F: 3 clusters Score -6317084 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -6319111.000000 Penalty: 5329.001465
	Iteration 12F: 3 clusters Score -6319111 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -6320779.000000 Penalty: 5329.001465
	Iteration 13Q: 3 clusters Score -6320779 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6321782.500000 Penalty: 5329.001465
	Iteration 14Q: 3 clusters Score -6321782 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -6322455.500000 Penalty: 5329.001465
	Iteration 15Q: 3 clusters Score -6322456 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -6322912.000000 Penalty: 5329.001465
	Iteration 16Q: 3 clusters Score -6322912 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -6323199.000000 Penalty: 5329.001465
	Iteration 17Q: 3 clusters Score -6323199 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6323438.000000 Penalty: 5329.001465
	Iteration 18Q: 3 clusters Score -6323438 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6323591.000000 Penalty: 5329.001465
	Iteration 19Q: 3 clusters Score -6323591 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -6323711.500000 Penalty: 5329.001465
	Iteration 20F: 3 clusters Score -6323712 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -6323780.500000 Penalty: 5329.001465
	Iteration 21Q: 3 clusters Score -6323780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -6323814.000000 Penalty: 5329.001465
	Iteration 22Q: 3 clusters Score -6323814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -6323843.000000 Penalty: 5329.001465
	Iteration 23Q: 3 clusters Score -6323843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -6323877.500000 Penalty: 5329.001465
	Iteration 24Q: 3 clusters Score -6323878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -6323894.000000 Penalty: 5329.001465
	Iteration 25Q: 3 clusters Score -6323894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6323926.000000 Penalty: 5329.001465
	Iteration 26Q: 3 clusters Score -6323926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -6323943.000000 Penalty: 5329.001465
	Iteration 27Q: 3 clusters Score -6323943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -6323971.000000 Penalty: 5329.001465
	Iteration 28Q: 3 clusters Score -6323971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -6323990.500000 Penalty: 5329.001465
	Iteration 29Q: 3 clusters Score -6323990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -6324007.000000 Penalty: 5329.001465
	Iteration 30Q: 3 clusters Score -6324007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -6324022.500000 Penalty: 5329.001465
	Iteration 31Q: 3 clusters Score -6324022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6324038.500000 Penalty: 5329.001465
	Iteration 32Q: 3 clusters Score -6324038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -6324047.500000 Penalty: 5329.001465
	Iteration 33Q: 3 clusters Score -6324048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6324054.500000 Penalty: 5329.001465
	Iteration 34Q: 3 clusters Score -6324054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6324057.000000 Penalty: 5329.001465
	Iteration 35Q: 3 clusters Score -6324057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -6324076.000000 Penalty: 5329.001465
	Iteration 36Q: 3 clusters Score -6324076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -6324076.500000 Penalty: 5329.001465
	Iteration 37Q: 3 clusters Score -6324076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -6324079.000000 Penalty: 5329.001465
	Iteration 38Q: 3 clusters Score -6324079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -6324090.500000 Penalty: 5329.001465
	Iteration 39Q: 3 clusters Score -6324090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -6324090.000000 Penalty: 5329.001465
	Iteration 40F: 3 clusters Score -6324090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -6324095.000000 Penalty: 5329.001465
	Iteration 41Q: 3 clusters Score -6324095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6324094.500000 Penalty: 5329.001465
	Iteration 42Q: 3 clusters Score -6324094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6324098.000000 Penalty: 5329.001465
	Iteration 43Q: 3 clusters Score -6324098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6324094.000000 Penalty: 5329.001465
	Iteration 44Q: 3 clusters Score -6324094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6324094.000000 Penalty: 5329.001465
	Iteration 45F: 3 clusters Score -6324094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -345524.468750 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -345524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -342480.218750 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -342480.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -343035.875000 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -343035.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -343169.375000 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -343169.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -343240.843750 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -343240.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -343293.031250 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -343293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -343320.031250 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -343320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -343342.218750 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -343342.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -343359.281250 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -343359.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -343376.312500 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -343376.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -343392.375000 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -343392.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -343408.875000 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -343408.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343432.343750 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -343432.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343454.250000 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -343454.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -343472.875000 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -343472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -343492.781250 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -343492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -343510.812500 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -343510.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343528.875000 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -343528.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -343543.125000 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -343543.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -343552.718750 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -343552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -343561.281250 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -343561.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -343569.125000 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -343569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -343581.750000 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -343581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -343590.156250 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -343590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -343593.437500 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -343593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -343599.437500 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -343599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -343602.031250 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -343602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -343602.187500 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -343602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -343603.062500 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -343603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -343603.343750 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -343603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -343603.750000 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -343603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -343605.468750 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -343605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -343606.750000 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -343606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -343607.593750 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -343607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -343608.406250 Penalty: 3894.037842
	Iteration 33Q: 3 clusters Score -343608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -343610.843750 Penalty: 3894.037842
	Iteration 34Q: 3 clusters Score -343610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -343612.687500 Penalty: 3894.037842
	Iteration 35Q: 3 clusters Score -343612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -343615.000000 Penalty: 3894.037842
	Iteration 36Q: 3 clusters Score -343615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -343617.562500 Penalty: 3894.037842
	Iteration 37Q: 3 clusters Score -343617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -343620.937500 Penalty: 3894.037842
	Iteration 38Q: 3 clusters Score -343620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -343624.125000 Penalty: 3894.037842
	Iteration 39Q: 3 clusters Score -343624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -343629.812500 Penalty: 3894.037842
	Iteration 40F: 3 clusters Score -343629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -343638.187500 Penalty: 3894.037842
	Iteration 41Q: 3 clusters Score -343638.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -343647.750000 Penalty: 3894.037842
	Iteration 42Q: 3 clusters Score -343647.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -343657.000000 Penalty: 3894.037842
	Iteration 43Q: 3 clusters Score -343657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -343664.187500 Penalty: 3894.037842
	Iteration 44Q: 3 clusters Score -343664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -343669.937500 Penalty: 3894.037842
	Iteration 45Q: 3 clusters Score -343669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -343675.218750 Penalty: 3894.037842
	Iteration 46Q: 3 clusters Score -343675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -343681.468750 Penalty: 3894.037842
	Iteration 47Q: 3 clusters Score -343681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -343685.937500 Penalty: 3894.037842
	Iteration 48Q: 3 clusters Score -343685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -343688.562500 Penalty: 3894.037842
	Iteration 49Q: 3 clusters Score -343688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -343690.218750 Penalty: 3894.037842
	Iteration 50Q: 3 clusters Score -343690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -343690.281250 Penalty: 3894.037842
	Iteration 51Q: 3 clusters Score -343690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -343690.656250 Penalty: 3894.037842
	Iteration 52Q: 3 clusters Score -343690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -343691.500000 Penalty: 3894.037842
	Iteration 53Q: 3 clusters Score -343691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -343692.093750 Penalty: 3894.037842
	Iteration 54Q: 3 clusters Score -343692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -343694.000000 Penalty: 3894.037842
	Iteration 55Q: 3 clusters Score -343694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -343695.500000 Penalty: 3894.037842
	Iteration 56Q: 3 clusters Score -343695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -343699.187500 Penalty: 3894.037842
	Iteration 57Q: 3 clusters Score -343699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -343701.843750 Penalty: 3894.037842
	Iteration 58Q: 3 clusters Score -343701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -343705.812500 Penalty: 3894.037842
	Iteration 59Q: 3 clusters Score -343705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -343708.218750 Penalty: 3894.037842
	Iteration 60F: 3 clusters Score -343708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -343709.000000 Penalty: 3894.037842
	Iteration 61Q: 3 clusters Score -343709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -343710.625000 Penalty: 3894.037842
	Iteration 62Q: 3 clusters Score -343710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -343712.031250 Penalty: 3894.037842
	Iteration 63Q: 3 clusters Score -343712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -343716.218750 Penalty: 3894.037842
	Iteration 64Q: 3 clusters Score -343716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -343718.093750 Penalty: 3894.037842
	Iteration 65Q: 3 clusters Score -343718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -343719.843750 Penalty: 3894.037842
	Iteration 66Q: 3 clusters Score -343719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -343720.812500 Penalty: 3894.037842
	Iteration 67Q: 3 clusters Score -343720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -343721.125000 Penalty: 3894.037842
	Iteration 68Q: 3 clusters Score -343721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -343722.187500 Penalty: 3894.037842
	Iteration 69Q: 3 clusters Score -343722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -343724.468750 Penalty: 3894.037842
	Iteration 70Q: 3 clusters Score -343724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -343726.687500 Penalty: 3894.037842
	Iteration 71Q: 3 clusters Score -343726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -343731.031250 Penalty: 3894.037842
	Iteration 72Q: 3 clusters Score -343731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -343733.625000 Penalty: 3894.037842
	Iteration 73Q: 3 clusters Score -343733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343737.875000 Penalty: 3894.037842
	Iteration 74Q: 3 clusters Score -343737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -343741.250000 Penalty: 3894.037842
	Iteration 75Q: 3 clusters Score -343741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -343744.937500 Penalty: 3894.037842
	Iteration 76Q: 3 clusters Score -343744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -343748.250000 Penalty: 3894.037842
	Iteration 77Q: 3 clusters Score -343748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -343752.000000 Penalty: 3894.037842
	Iteration 78Q: 3 clusters Score -343752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -343752.843750 Penalty: 3894.037842
	Iteration 79Q: 3 clusters Score -343752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -343754.312500 Penalty: 3894.037842
	Iteration 80F: 3 clusters Score -343754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -343755.093750 Penalty: 3894.037842
	Iteration 81Q: 3 clusters Score -343755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -343757.562500 Penalty: 3894.037842
	Iteration 82Q: 3 clusters Score -343757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -343758.718750 Penalty: 3894.037842
	Iteration 83Q: 3 clusters Score -343758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -343759.687500 Penalty: 3894.037842
	Iteration 84Q: 3 clusters Score -343759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -343759.687500 Penalty: 3894.037842
	Iteration 85F: 3 clusters Score -343759.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168134 members 
Entering Unmasked Estep 
Score: -22714574.000000 Penalty: 2984.063965
	Iteration 0F: 2 clusters Score -2.271457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -22604572.000000 Penalty: 5968.127930
	Iteration 0F: 3 clusters Score -2.260457e+07 nChanged 80524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -22650654.000000 Penalty: 5968.127930
	Iteration 1F: 3 clusters Score -2.265065e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -22651904.000000 Penalty: 5968.127930
	Iteration 2Q: 3 clusters Score -2.26519e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -22653938.000000 Penalty: 5968.127930
	Iteration 3Q: 3 clusters Score -2.265394e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -22657790.000000 Penalty: 5968.127930
	Iteration 4Q: 3 clusters Score -2.265779e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -22664972.000000 Penalty: 5968.127930
	Iteration 5F: 3 clusters Score -2.266497e+07 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -22677316.000000 Penalty: 5968.127930
	Iteration 6F: 3 clusters Score -2.267732e+07 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145789 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -22693016.000000 Penalty: 5968.127930
	Iteration 7F: 3 clusters Score -2.269302e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157551 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -22705044.000000 Penalty: 5968.127930
	Iteration 8F: 3 clusters Score -2.270504e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -22709860.000000 Penalty: 5968.127930
	Iteration 9Q: 3 clusters Score -2.270986e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165753 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -22711360.000000 Penalty: 5968.127930
	Iteration 10Q: 3 clusters Score -2.271136e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22711782.000000 Penalty: 5968.127930
	Iteration 11Q: 3 clusters Score -2.271178e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167017 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22711956.000000 Penalty: 5968.127930
	Iteration 12Q: 3 clusters Score -2.271196e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -22712064.000000 Penalty: 5968.127930
	Iteration 13Q: 3 clusters Score -2.271206e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -22712120.000000 Penalty: 5968.127930
	Iteration 14Q: 3 clusters Score -2.271212e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22712130.000000 Penalty: 5968.127930
	Iteration 15Q: 3 clusters Score -2.271213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22712144.000000 Penalty: 5968.127930
	Iteration 16Q: 3 clusters Score -2.271214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22712126.000000 Penalty: 5968.127930
	Iteration 17Q: 3 clusters Score -2.271213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167562 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22712156.000000 Penalty: 5968.127930
	Iteration 18Q: 3 clusters Score -2.271216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -22712176.000000 Penalty: 5968.127930
	Iteration 19Q: 3 clusters Score -2.271218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167599 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22712198.000000 Penalty: 5968.127930
	Iteration 20F: 3 clusters Score -2.27122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22712184.000000 Penalty: 5968.127930
	Iteration 21Q: 3 clusters Score -2.271218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22712180.000000 Penalty: 5968.127930
	Iteration 22Q: 3 clusters Score -2.271218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22712194.000000 Penalty: 5968.127930
	Iteration 23Q: 3 clusters Score -2.271219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22712194.000000 Penalty: 5968.127930
	Iteration 24Q: 3 clusters Score -2.271219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22712198.000000 Penalty: 5968.127930
	Iteration 25Q: 3 clusters Score -2.27122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22712176.000000 Penalty: 5968.127930
	Iteration 26Q: 3 clusters Score -2.271218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167640 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22712186.000000 Penalty: 5968.127930
	Iteration 27Q: 3 clusters Score -2.271219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167641 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22712188.000000 Penalty: 5968.127930
	Iteration 28Q: 3 clusters Score -2.271219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22712200.000000 Penalty: 5968.127930
	Iteration 29Q: 3 clusters Score -2.27122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22712202.000000 Penalty: 5968.127930
	Iteration 30Q: 3 clusters Score -2.27122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22712202.000000 Penalty: 5968.127930
	Iteration 31F: 3 clusters Score -2.27122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162109 members 
Entering Unmasked Estep 
Score: -21947580.000000 Penalty: 2975.013916
	Iteration 0F: 2 clusters Score -2.194758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -21840674.000000 Penalty: 5950.027832
	Iteration 0F: 3 clusters Score -2.184067e+07 nChanged 77833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -21886394.000000 Penalty: 5950.027832
	Iteration 1F: 3 clusters Score -2.188639e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -21888112.000000 Penalty: 5950.027832
	Iteration 2Q: 3 clusters Score -2.188811e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -21890576.000000 Penalty: 5950.027832
	Iteration 3Q: 3 clusters Score -2.189058e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -21894494.000000 Penalty: 5950.027832
	Iteration 4Q: 3 clusters Score -2.189449e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -21900420.000000 Penalty: 5950.027832
	Iteration 5F: 3 clusters Score -2.190042e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -21909276.000000 Penalty: 5950.027832
	Iteration 6F: 3 clusters Score -2.190928e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -21920242.000000 Penalty: 5950.027832
	Iteration 7F: 3 clusters Score -2.192024e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -21929276.000000 Penalty: 5950.027832
	Iteration 8F: 3 clusters Score -2.192928e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -21933166.000000 Penalty: 5950.027832
	Iteration 9F: 3 clusters Score -2.193317e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -21934290.000000 Penalty: 5950.027832
	Iteration 10Q: 3 clusters Score -2.193429e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -21934742.000000 Penalty: 5950.027832
	Iteration 11Q: 3 clusters Score -2.193474e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -21935196.000000 Penalty: 5950.027832
	Iteration 12Q: 3 clusters Score -2.19352e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -21935432.000000 Penalty: 5950.027832
	Iteration 13Q: 3 clusters Score -2.193543e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -21935848.000000 Penalty: 5950.027832
	Iteration 14Q: 3 clusters Score -2.193585e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -21936028.000000 Penalty: 5950.027832
	Iteration 15Q: 3 clusters Score -2.193603e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -21936110.000000 Penalty: 5950.027832
	Iteration 16Q: 3 clusters Score -2.193611e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -21936176.000000 Penalty: 5950.027832
	Iteration 17Q: 3 clusters Score -2.193618e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -21936240.000000 Penalty: 5950.027832
	Iteration 18Q: 3 clusters Score -2.193624e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -21936312.000000 Penalty: 5950.027832
	Iteration 19Q: 3 clusters Score -2.193631e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -21936394.000000 Penalty: 5950.027832
	Iteration 20F: 3 clusters Score -2.193639e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -21936486.000000 Penalty: 5950.027832
	Iteration 21Q: 3 clusters Score -2.193649e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -21936552.000000 Penalty: 5950.027832
	Iteration 22Q: 3 clusters Score -2.193655e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -21936596.000000 Penalty: 5950.027832
	Iteration 23Q: 3 clusters Score -2.19366e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -21936564.000000 Penalty: 5950.027832
	Iteration 24Q: 3 clusters Score -2.193656e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -21936666.000000 Penalty: 5950.027832
	Iteration 25Q: 3 clusters Score -2.193667e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -21936714.000000 Penalty: 5950.027832
	Iteration 26Q: 3 clusters Score -2.193671e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -21936802.000000 Penalty: 5950.027832
	Iteration 27Q: 3 clusters Score -2.19368e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -21936802.000000 Penalty: 5950.027832
	Iteration 28Q: 3 clusters Score -2.19368e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -21936742.000000 Penalty: 5950.027832
	Iteration 29Q: 3 clusters Score -2.193674e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -21936744.000000 Penalty: 5950.027832
	Iteration 30Q: 3 clusters Score -2.193674e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -21936694.000000 Penalty: 5950.027832
	Iteration 31Q: 3 clusters Score -2.193669e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -21936718.000000 Penalty: 5950.027832
	Iteration 32Q: 3 clusters Score -2.193672e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -21936734.000000 Penalty: 5950.027832
	Iteration 33Q: 3 clusters Score -2.193673e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -21936674.000000 Penalty: 5950.027832
	Iteration 34Q: 3 clusters Score -2.193667e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -21936686.000000 Penalty: 5950.027832
	Iteration 35Q: 3 clusters Score -2.193669e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -21936672.000000 Penalty: 5950.027832
	Iteration 36Q: 3 clusters Score -2.193667e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -21936694.000000 Penalty: 5950.027832
	Iteration 37Q: 3 clusters Score -2.193669e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -21936704.000000 Penalty: 5950.027832
	Iteration 38Q: 3 clusters Score -2.19367e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -21936622.000000 Penalty: 5950.027832
	Iteration 39Q: 3 clusters Score -2.193662e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -21936614.000000 Penalty: 5950.027832
	Iteration 40F: 3 clusters Score -2.193661e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -21936630.000000 Penalty: 5950.027832
	Iteration 41Q: 3 clusters Score -2.193663e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -21936650.000000 Penalty: 5950.027832
	Iteration 42Q: 3 clusters Score -2.193665e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -21936642.000000 Penalty: 5950.027832
	Iteration 43Q: 3 clusters Score -2.193664e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -21936668.000000 Penalty: 5950.027832
	Iteration 44Q: 3 clusters Score -2.193667e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -21936712.000000 Penalty: 5950.027832
	Iteration 45Q: 3 clusters Score -2.193671e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -21936714.000000 Penalty: 5950.027832
	Iteration 46Q: 3 clusters Score -2.193671e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -21936766.000000 Penalty: 5950.027832
	Iteration 47Q: 3 clusters Score -2.193677e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -21936814.000000 Penalty: 5950.027832
	Iteration 48Q: 3 clusters Score -2.193681e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -21936724.000000 Penalty: 5950.027832
	Iteration 49Q: 3 clusters Score -2.193672e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -21936712.000000 Penalty: 5950.027832
	Iteration 50Q: 3 clusters Score -2.193671e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -21936702.000000 Penalty: 5950.027832
	Iteration 51Q: 3 clusters Score -2.19367e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -21936694.000000 Penalty: 5950.027832
	Iteration 52Q: 3 clusters Score -2.193669e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -21936680.000000 Penalty: 5950.027832
	Iteration 53Q: 3 clusters Score -2.193668e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -21936682.000000 Penalty: 5950.027832
	Iteration 54Q: 3 clusters Score -2.193668e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -21936690.000000 Penalty: 5950.027832
	Iteration 55Q: 3 clusters Score -2.193669e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -21936716.000000 Penalty: 5950.027832
	Iteration 56Q: 3 clusters Score -2.193672e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -21936678.000000 Penalty: 5950.027832
	Iteration 57Q: 3 clusters Score -2.193668e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -21936684.000000 Penalty: 5950.027832
	Iteration 58Q: 3 clusters Score -2.193668e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -21936648.000000 Penalty: 5950.027832
	Iteration 59Q: 3 clusters Score -2.193665e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -21936666.000000 Penalty: 5950.027832
	Iteration 60F: 3 clusters Score -2.193667e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -21936664.000000 Penalty: 5950.027832
	Iteration 61Q: 3 clusters Score -2.193666e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -21936654.000000 Penalty: 5950.027832
	Iteration 62Q: 3 clusters Score -2.193665e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -21936634.000000 Penalty: 5950.027832
	Iteration 63Q: 3 clusters Score -2.193663e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -21936654.000000 Penalty: 5950.027832
	Iteration 64Q: 3 clusters Score -2.193665e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -21936608.000000 Penalty: 5950.027832
	Iteration 65Q: 3 clusters Score -2.193661e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -21936614.000000 Penalty: 5950.027832
	Iteration 66Q: 3 clusters Score -2.193661e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -21936630.000000 Penalty: 5950.027832
	Iteration 67Q: 3 clusters Score -2.193663e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -21936652.000000 Penalty: 5950.027832
	Iteration 68Q: 3 clusters Score -2.193665e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -21936654.000000 Penalty: 5950.027832
	Iteration 69Q: 3 clusters Score -2.193665e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -21936680.000000 Penalty: 5950.027832
	Iteration 70Q: 3 clusters Score -2.193668e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -21936712.000000 Penalty: 5950.027832
	Iteration 71Q: 3 clusters Score -2.193671e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -21936684.000000 Penalty: 5950.027832
	Iteration 72Q: 3 clusters Score -2.193668e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -21936706.000000 Penalty: 5950.027832
	Iteration 73Q: 3 clusters Score -2.193671e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -21936746.000000 Penalty: 5950.027832
	Iteration 74Q: 3 clusters Score -2.193675e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -21936772.000000 Penalty: 5950.027832
	Iteration 75Q: 3 clusters Score -2.193677e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -21936744.000000 Penalty: 5950.027832
	Iteration 76Q: 3 clusters Score -2.193674e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -21936756.000000 Penalty: 5950.027832
	Iteration 77Q: 3 clusters Score -2.193676e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -21936724.000000 Penalty: 5950.027832
	Iteration 78Q: 3 clusters Score -2.193672e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -21936722.000000 Penalty: 5950.027832
	Iteration 79Q: 3 clusters Score -2.193672e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -21936754.000000 Penalty: 5950.027832
	Iteration 80F: 3 clusters Score -2.193675e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -21936772.000000 Penalty: 5950.027832
	Iteration 81Q: 3 clusters Score -2.193677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -21936776.000000 Penalty: 5950.027832
	Iteration 82Q: 3 clusters Score -2.193678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -21936764.000000 Penalty: 5950.027832
	Iteration 83Q: 3 clusters Score -2.193676e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -21936790.000000 Penalty: 5950.027832
	Iteration 84Q: 3 clusters Score -2.193679e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -21936784.000000 Penalty: 5950.027832
	Iteration 85Q: 3 clusters Score -2.193678e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -21936766.000000 Penalty: 5950.027832
	Iteration 86Q: 3 clusters Score -2.193677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -21936774.000000 Penalty: 5950.027832
	Iteration 87Q: 3 clusters Score -2.193677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -21936774.000000 Penalty: 5950.027832
	Iteration 88Q: 3 clusters Score -2.193677e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -21936778.000000 Penalty: 5950.027832
	Iteration 89Q: 3 clusters Score -2.193678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -21936790.000000 Penalty: 5950.027832
	Iteration 90Q: 3 clusters Score -2.193679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -21936766.000000 Penalty: 5950.027832
	Iteration 91Q: 3 clusters Score -2.193677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -21936772.000000 Penalty: 5950.027832
	Iteration 92Q: 3 clusters Score -2.193677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -21936776.000000 Penalty: 5950.027832
	Iteration 93Q: 3 clusters Score -2.193678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -21936770.000000 Penalty: 5950.027832
	Iteration 94Q: 3 clusters Score -2.193677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -21936764.000000 Penalty: 5950.027832
	Iteration 95Q: 3 clusters Score -2.193676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -21936774.000000 Penalty: 5950.027832
	Iteration 96Q: 3 clusters Score -2.193677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -21936772.000000 Penalty: 5950.027832
	Iteration 97Q: 3 clusters Score -2.193677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -21936770.000000 Penalty: 5950.027832
	Iteration 98Q: 3 clusters Score -2.193677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -21936756.000000 Penalty: 5950.027832
	Iteration 99Q: 3 clusters Score -2.193676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -21936744.000000 Penalty: 5950.027832
	Iteration 100F: 3 clusters Score -2.193674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -21936762.000000 Penalty: 5950.027832
	Iteration 101Q: 3 clusters Score -2.193676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -21936772.000000 Penalty: 5950.027832
	Iteration 102Q: 3 clusters Score -2.193677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -21936790.000000 Penalty: 5950.027832
	Iteration 103Q: 3 clusters Score -2.193679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -21936768.000000 Penalty: 5950.027832
	Iteration 104Q: 3 clusters Score -2.193677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -21936754.000000 Penalty: 5950.027832
	Iteration 105Q: 3 clusters Score -2.193675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -21936760.000000 Penalty: 5950.027832
	Iteration 106Q: 3 clusters Score -2.193676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -21936770.000000 Penalty: 5950.027832
	Iteration 107Q: 3 clusters Score -2.193677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -21936786.000000 Penalty: 5950.027832
	Iteration 108Q: 3 clusters Score -2.193679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -21936780.000000 Penalty: 5950.027832
	Iteration 109Q: 3 clusters Score -2.193678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -21936798.000000 Penalty: 5950.027832
	Iteration 110Q: 3 clusters Score -2.19368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -21936786.000000 Penalty: 5950.027832
	Iteration 111Q: 3 clusters Score -2.193679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -21936772.000000 Penalty: 5950.027832
	Iteration 112Q: 3 clusters Score -2.193677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -21936770.000000 Penalty: 5950.027832
	Iteration 113Q: 3 clusters Score -2.193677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -21936788.000000 Penalty: 5950.027832
	Iteration 114Q: 3 clusters Score -2.193679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -21936790.000000 Penalty: 5950.027832
	Iteration 115Q: 3 clusters Score -2.193679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -21936794.000000 Penalty: 5950.027832
	Iteration 116Q: 3 clusters Score -2.193679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -21936792.000000 Penalty: 5950.027832
	Iteration 117Q: 3 clusters Score -2.193679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -21936798.000000 Penalty: 5950.027832
	Iteration 118Q: 3 clusters Score -2.19368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -21936808.000000 Penalty: 5950.027832
	Iteration 119Q: 3 clusters Score -2.193681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -21936792.000000 Penalty: 5950.027832
	Iteration 120F: 3 clusters Score -2.193679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -21936782.000000 Penalty: 5950.027832
	Iteration 121Q: 3 clusters Score -2.193678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -21936786.000000 Penalty: 5950.027832
	Iteration 122Q: 3 clusters Score -2.193679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -21936790.000000 Penalty: 5950.027832
	Iteration 123Q: 3 clusters Score -2.193679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -21936822.000000 Penalty: 5950.027832
	Iteration 124Q: 3 clusters Score -2.193682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -21936816.000000 Penalty: 5950.027832
	Iteration 125Q: 3 clusters Score -2.193682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -21936810.000000 Penalty: 5950.027832
	Iteration 126Q: 3 clusters Score -2.193681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -21936800.000000 Penalty: 5950.027832
	Iteration 127Q: 3 clusters Score -2.19368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -21936806.000000 Penalty: 5950.027832
	Iteration 128Q: 3 clusters Score -2.193681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -21936804.000000 Penalty: 5950.027832
	Iteration 129Q: 3 clusters Score -2.19368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -21936794.000000 Penalty: 5950.027832
	Iteration 130Q: 3 clusters Score -2.193679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -21936794.000000 Penalty: 5950.027832
	Iteration 131Q: 3 clusters Score -2.193679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -21936796.000000 Penalty: 5950.027832
	Iteration 132Q: 3 clusters Score -2.19368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -21936784.000000 Penalty: 5950.027832
	Iteration 133Q: 3 clusters Score -2.193678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -21936778.000000 Penalty: 5950.027832
	Iteration 134Q: 3 clusters Score -2.193678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -21936782.000000 Penalty: 5950.027832
	Iteration 135Q: 3 clusters Score -2.193678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -21936776.000000 Penalty: 5950.027832
	Iteration 136Q: 3 clusters Score -2.193678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -21936776.000000 Penalty: 5950.027832
	Iteration 137Q: 3 clusters Score -2.193678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -21936776.000000 Penalty: 5950.027832
	Iteration 138F: 3 clusters Score -2.193678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Entering Unmasked Estep 
Score: -22780568.000000 Penalty: 2984.226318
	Iteration 0F: 2 clusters Score -2.278057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -22672128.000000 Penalty: 5968.452637
	Iteration 0F: 3 clusters Score -2.267213e+07 nChanged 80762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -22718980.000000 Penalty: 5968.452637
	Iteration 1F: 3 clusters Score -2.271898e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -22719968.000000 Penalty: 5968.452637
	Iteration 2Q: 3 clusters Score -2.271997e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -22720866.000000 Penalty: 5968.452637
	Iteration 3Q: 3 clusters Score -2.272087e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -22721970.000000 Penalty: 5968.452637
	Iteration 4Q: 3 clusters Score -2.272197e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -22723384.000000 Penalty: 5968.452637
	Iteration 5Q: 3 clusters Score -2.272338e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -22725176.000000 Penalty: 5968.452637
	Iteration 6Q: 3 clusters Score -2.272518e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -22727830.000000 Penalty: 5968.452637
	Iteration 7Q: 3 clusters Score -2.272783e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -22732562.000000 Penalty: 5968.452637
	Iteration 8Q: 3 clusters Score -2.273256e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -22739704.000000 Penalty: 5968.452637
	Iteration 9F: 3 clusters Score -2.27397e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -22747408.000000 Penalty: 5968.452637
	Iteration 10F: 3 clusters Score -2.274741e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -22752822.000000 Penalty: 5968.452637
	Iteration 11F: 3 clusters Score -2.275282e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -22754992.000000 Penalty: 5968.452637
	Iteration 12Q: 3 clusters Score -2.275499e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -22755782.000000 Penalty: 5968.452637
	Iteration 13Q: 3 clusters Score -2.275578e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -22756050.000000 Penalty: 5968.452637
	Iteration 14Q: 3 clusters Score -2.275605e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -22756524.000000 Penalty: 5968.452637
	Iteration 15Q: 3 clusters Score -2.275652e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -22756904.000000 Penalty: 5968.452637
	Iteration 16Q: 3 clusters Score -2.27569e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -22757238.000000 Penalty: 5968.452637
	Iteration 17Q: 3 clusters Score -2.275724e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -22757532.000000 Penalty: 5968.452637
	Iteration 18Q: 3 clusters Score -2.275753e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -22757916.000000 Penalty: 5968.452637
	Iteration 19Q: 3 clusters Score -2.275792e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -22758220.000000 Penalty: 5968.452637
	Iteration 20F: 3 clusters Score -2.275822e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -22758630.000000 Penalty: 5968.452637
	Iteration 21Q: 3 clusters Score -2.275863e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 95691 members 
Entering Unmasked Estep 
Score: -22758890.000000 Penalty: 5968.452637
	Iteration 22Q: 3 clusters Score -2.275889e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -22758974.000000 Penalty: 5968.452637
	Iteration 23Q: 3 clusters Score -2.275897e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -22759308.000000 Penalty: 5968.452637
	Iteration 24Q: 3 clusters Score -2.275931e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -22759498.000000 Penalty: 5968.452637
	Iteration 25Q: 3 clusters Score -2.27595e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -22759610.000000 Penalty: 5968.452637
	Iteration 26Q: 3 clusters Score -2.275961e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -22759788.000000 Penalty: 5968.452637
	Iteration 27Q: 3 clusters Score -2.275979e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -22759986.000000 Penalty: 5968.452637
	Iteration 28Q: 3 clusters Score -2.275999e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -22760160.000000 Penalty: 5968.452637
	Iteration 29Q: 3 clusters Score -2.276016e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -22760358.000000 Penalty: 5968.452637
	Iteration 30Q: 3 clusters Score -2.276036e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -22760502.000000 Penalty: 5968.452637
	Iteration 31Q: 3 clusters Score -2.27605e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -22760702.000000 Penalty: 5968.452637
	Iteration 32Q: 3 clusters Score -2.27607e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -22760942.000000 Penalty: 5968.452637
	Iteration 33Q: 3 clusters Score -2.276094e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -22761238.000000 Penalty: 5968.452637
	Iteration 34Q: 3 clusters Score -2.276124e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 103608 members 
Entering Unmasked Estep 
Score: -22761460.000000 Penalty: 5968.452637
	Iteration 35Q: 3 clusters Score -2.276146e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -22761598.000000 Penalty: 5968.452637
	Iteration 36Q: 3 clusters Score -2.27616e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -22761872.000000 Penalty: 5968.452637
	Iteration 37Q: 3 clusters Score -2.276187e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -22762118.000000 Penalty: 5968.452637
	Iteration 38Q: 3 clusters Score -2.276212e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -22762390.000000 Penalty: 5968.452637
	Iteration 39Q: 3 clusters Score -2.276239e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -22762652.000000 Penalty: 5968.452637
	Iteration 40F: 3 clusters Score -2.276265e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -22762986.000000 Penalty: 5968.452637
	Iteration 41Q: 3 clusters Score -2.276299e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -22763352.000000 Penalty: 5968.452637
	Iteration 42Q: 3 clusters Score -2.276335e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -22763794.000000 Penalty: 5968.452637
	Iteration 43Q: 3 clusters Score -2.276379e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -22764458.000000 Penalty: 5968.452637
	Iteration 44Q: 3 clusters Score -2.276446e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 115094 members 
Entering Unmasked Estep 
Score: -22765338.000000 Penalty: 5968.452637
	Iteration 45Q: 3 clusters Score -2.276534e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -22766262.000000 Penalty: 5968.452637
	Iteration 46Q: 3 clusters Score -2.276626e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 118146 members 
Entering Unmasked Estep 
Score: -22767268.000000 Penalty: 5968.452637
	Iteration 47Q: 3 clusters Score -2.276727e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -22768402.000000 Penalty: 5968.452637
	Iteration 48Q: 3 clusters Score -2.27684e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -22769546.000000 Penalty: 5968.452637
	Iteration 49Q: 3 clusters Score -2.276955e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 122143 members 
Entering Unmasked Estep 
Score: -22770806.000000 Penalty: 5968.452637
	Iteration 50Q: 3 clusters Score -2.277081e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -22771932.000000 Penalty: 5968.452637
	Iteration 51Q: 3 clusters Score -2.277193e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -22772924.000000 Penalty: 5968.452637
	Iteration 52Q: 3 clusters Score -2.277292e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 124952 members 
Entering Unmasked Estep 
Score: -22773668.000000 Penalty: 5968.452637
	Iteration 53Q: 3 clusters Score -2.277367e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -22774188.000000 Penalty: 5968.452637
	Iteration 54Q: 3 clusters Score -2.277419e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 126648 members 
Entering Unmasked Estep 
Score: -22774524.000000 Penalty: 5968.452637
	Iteration 55Q: 3 clusters Score -2.277452e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -22774844.000000 Penalty: 5968.452637
	Iteration 56Q: 3 clusters Score -2.277484e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -22775010.000000 Penalty: 5968.452637
	Iteration 57Q: 3 clusters Score -2.277501e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 128762 members 
Entering Unmasked Estep 
Score: -22775188.000000 Penalty: 5968.452637
	Iteration 58Q: 3 clusters Score -2.277519e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -22775278.000000 Penalty: 5968.452637
	Iteration 59Q: 3 clusters Score -2.277528e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -22775560.000000 Penalty: 5968.452637
	Iteration 60F: 3 clusters Score -2.277556e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -22775706.000000 Penalty: 5968.452637
	Iteration 61Q: 3 clusters Score -2.277571e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 130550 members 
Entering Unmasked Estep 
Score: -22775822.000000 Penalty: 5968.452637
	Iteration 62Q: 3 clusters Score -2.277582e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 130850 members 
Entering Unmasked Estep 
Score: -22775834.000000 Penalty: 5968.452637
	Iteration 63Q: 3 clusters Score -2.277583e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -22775820.000000 Penalty: 5968.452637
	Iteration 64Q: 3 clusters Score -2.277582e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 131341 members 
Entering Unmasked Estep 
Score: -22775760.000000 Penalty: 5968.452637
	Iteration 65Q: 3 clusters Score -2.277576e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 131571 members 
Entering Unmasked Estep 
Score: -22775780.000000 Penalty: 5968.452637
	Iteration 66Q: 3 clusters Score -2.277578e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -22775788.000000 Penalty: 5968.452637
	Iteration 67Q: 3 clusters Score -2.277579e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 131981 members 
Entering Unmasked Estep 
Score: -22775814.000000 Penalty: 5968.452637
	Iteration 68Q: 3 clusters Score -2.277581e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -22775824.000000 Penalty: 5968.452637
	Iteration 69Q: 3 clusters Score -2.277582e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -22775836.000000 Penalty: 5968.452637
	Iteration 70Q: 3 clusters Score -2.277584e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -22775874.000000 Penalty: 5968.452637
	Iteration 71Q: 3 clusters Score -2.277587e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 132646 members 
Entering Unmasked Estep 
Score: -22775850.000000 Penalty: 5968.452637
	Iteration 72Q: 3 clusters Score -2.277585e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -22775884.000000 Penalty: 5968.452637
	Iteration 73Q: 3 clusters Score -2.277588e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -22775864.000000 Penalty: 5968.452637
	Iteration 74Q: 3 clusters Score -2.277586e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -22775912.000000 Penalty: 5968.452637
	Iteration 75Q: 3 clusters Score -2.277591e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -22775904.000000 Penalty: 5968.452637
	Iteration 76Q: 3 clusters Score -2.27759e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -22775900.000000 Penalty: 5968.452637
	Iteration 77Q: 3 clusters Score -2.27759e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 133363 members 
Entering Unmasked Estep 
Score: -22775956.000000 Penalty: 5968.452637
	Iteration 78Q: 3 clusters Score -2.277596e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 133436 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 79Q: 3 clusters Score -2.277594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 133498 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 80F: 3 clusters Score -2.277594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 81Q: 3 clusters Score -2.277594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 82Q: 3 clusters Score -2.277594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -22775946.000000 Penalty: 5968.452637
	Iteration 83Q: 3 clusters Score -2.277595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 133682 members 
Entering Unmasked Estep 
Score: -22775940.000000 Penalty: 5968.452637
	Iteration 84Q: 3 clusters Score -2.277594e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 85Q: 3 clusters Score -2.277594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -22775960.000000 Penalty: 5968.452637
	Iteration 86Q: 3 clusters Score -2.277596e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -22775954.000000 Penalty: 5968.452637
	Iteration 87Q: 3 clusters Score -2.277595e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -22775940.000000 Penalty: 5968.452637
	Iteration 88Q: 3 clusters Score -2.277594e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 133991 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 89Q: 3 clusters Score -2.277594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -22775948.000000 Penalty: 5968.452637
	Iteration 90Q: 3 clusters Score -2.277595e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 134107 members 
Entering Unmasked Estep 
Score: -22775940.000000 Penalty: 5968.452637
	Iteration 91Q: 3 clusters Score -2.277594e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -22775934.000000 Penalty: 5968.452637
	Iteration 92Q: 3 clusters Score -2.277593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 134195 members 
Entering Unmasked Estep 
Score: -22775930.000000 Penalty: 5968.452637
	Iteration 93Q: 3 clusters Score -2.277593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 134222 members 
Entering Unmasked Estep 
Score: -22775918.000000 Penalty: 5968.452637
	Iteration 94Q: 3 clusters Score -2.277592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -22775924.000000 Penalty: 5968.452637
	Iteration 95Q: 3 clusters Score -2.277592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 134274 members 
Entering Unmasked Estep 
Score: -22775918.000000 Penalty: 5968.452637
	Iteration 96Q: 3 clusters Score -2.277592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 134295 members 
Entering Unmasked Estep 
Score: -22775902.000000 Penalty: 5968.452637
	Iteration 97Q: 3 clusters Score -2.27759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -22775916.000000 Penalty: 5968.452637
	Iteration 98Q: 3 clusters Score -2.277592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -22775896.000000 Penalty: 5968.452637
	Iteration 99Q: 3 clusters Score -2.27759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -22775914.000000 Penalty: 5968.452637
	Iteration 100F: 3 clusters Score -2.277591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -22775930.000000 Penalty: 5968.452637
	Iteration 101Q: 3 clusters Score -2.277593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 134413 members 
Entering Unmasked Estep 
Score: -22775906.000000 Penalty: 5968.452637
	Iteration 102Q: 3 clusters Score -2.277591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -22775914.000000 Penalty: 5968.452637
	Iteration 103Q: 3 clusters Score -2.277591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -22775888.000000 Penalty: 5968.452637
	Iteration 104Q: 3 clusters Score -2.277589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -22775900.000000 Penalty: 5968.452637
	Iteration 105Q: 3 clusters Score -2.27759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -22775898.000000 Penalty: 5968.452637
	Iteration 106Q: 3 clusters Score -2.27759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -22775892.000000 Penalty: 5968.452637
	Iteration 107Q: 3 clusters Score -2.277589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 134567 members 
Entering Unmasked Estep 
Score: -22775900.000000 Penalty: 5968.452637
	Iteration 108Q: 3 clusters Score -2.27759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -22775882.000000 Penalty: 5968.452637
	Iteration 109Q: 3 clusters Score -2.277588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -22775872.000000 Penalty: 5968.452637
	Iteration 110Q: 3 clusters Score -2.277587e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 134670 members 
Entering Unmasked Estep 
Score: -22775880.000000 Penalty: 5968.452637
	Iteration 111Q: 3 clusters Score -2.277588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 134704 members 
Entering Unmasked Estep 
Score: -22775864.000000 Penalty: 5968.452637
	Iteration 112Q: 3 clusters Score -2.277586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -22775878.000000 Penalty: 5968.452637
	Iteration 113Q: 3 clusters Score -2.277588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -22775896.000000 Penalty: 5968.452637
	Iteration 114Q: 3 clusters Score -2.27759e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 134879 members 
Entering Unmasked Estep 
Score: -22775898.000000 Penalty: 5968.452637
	Iteration 115Q: 3 clusters Score -2.27759e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 134947 members 
Entering Unmasked Estep 
Score: -22775952.000000 Penalty: 5968.452637
	Iteration 116Q: 3 clusters Score -2.277595e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -22775958.000000 Penalty: 5968.452637
	Iteration 117Q: 3 clusters Score -2.277596e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 135114 members 
Entering Unmasked Estep 
Score: -22775928.000000 Penalty: 5968.452637
	Iteration 118Q: 3 clusters Score -2.277593e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 135202 members 
Entering Unmasked Estep 
Score: -22775938.000000 Penalty: 5968.452637
	Iteration 119Q: 3 clusters Score -2.277594e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 135283 members 
Entering Unmasked Estep 
Score: -22775956.000000 Penalty: 5968.452637
	Iteration 120F: 3 clusters Score -2.277596e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -22775934.000000 Penalty: 5968.452637
	Iteration 121Q: 3 clusters Score -2.277593e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 135445 members 
Entering Unmasked Estep 
Score: -22775944.000000 Penalty: 5968.452637
	Iteration 122Q: 3 clusters Score -2.277594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -22775938.000000 Penalty: 5968.452637
	Iteration 123Q: 3 clusters Score -2.277594e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -22775968.000000 Penalty: 5968.452637
	Iteration 124Q: 3 clusters Score -2.277597e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 135634 members 
Entering Unmasked Estep 
Score: -22775950.000000 Penalty: 5968.452637
	Iteration 125Q: 3 clusters Score -2.277595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 135699 members 
Entering Unmasked Estep 
Score: -22775950.000000 Penalty: 5968.452637
	Iteration 126Q: 3 clusters Score -2.277595e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -22775962.000000 Penalty: 5968.452637
	Iteration 127Q: 3 clusters Score -2.277596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -22775942.000000 Penalty: 5968.452637
	Iteration 128Q: 3 clusters Score -2.277594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 135852 members 
Entering Unmasked Estep 
Score: -22775954.000000 Penalty: 5968.452637
	Iteration 129Q: 3 clusters Score -2.277595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 135900 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 5968.452637
	Iteration 130Q: 3 clusters Score -2.277597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 5968.452637
	Iteration 131Q: 3 clusters Score -2.277597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 135963 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 5968.452637
	Iteration 132Q: 3 clusters Score -2.277597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 135994 members 
Entering Unmasked Estep 
Score: -22775960.000000 Penalty: 5968.452637
	Iteration 133Q: 3 clusters Score -2.277596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 134Q: 3 clusters Score -2.277596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 136048 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 135Q: 3 clusters Score -2.277596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -22775988.000000 Penalty: 5968.452637
	Iteration 136Q: 3 clusters Score -2.277599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -22775974.000000 Penalty: 5968.452637
	Iteration 137Q: 3 clusters Score -2.277597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 136108 members 
Entering Unmasked Estep 
Score: -22775974.000000 Penalty: 5968.452637
	Iteration 138Q: 3 clusters Score -2.277597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -22775958.000000 Penalty: 5968.452637
	Iteration 139Q: 3 clusters Score -2.277596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 136134 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 5968.452637
	Iteration 140F: 3 clusters Score -2.277597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 136149 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 141Q: 3 clusters Score -2.277596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -22775962.000000 Penalty: 5968.452637
	Iteration 142Q: 3 clusters Score -2.277596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 5968.452637
	Iteration 143Q: 3 clusters Score -2.277597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 136202 members 
Entering Unmasked Estep 
Score: -22775982.000000 Penalty: 5968.452637
	Iteration 144Q: 3 clusters Score -2.277598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 136223 members 
Entering Unmasked Estep 
Score: -22775990.000000 Penalty: 5968.452637
	Iteration 145Q: 3 clusters Score -2.277599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -22776004.000000 Penalty: 5968.452637
	Iteration 146Q: 3 clusters Score -2.2776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 136270 members 
Entering Unmasked Estep 
Score: -22775982.000000 Penalty: 5968.452637
	Iteration 147Q: 3 clusters Score -2.277598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 136289 members 
Entering Unmasked Estep 
Score: -22775972.000000 Penalty: 5968.452637
	Iteration 148Q: 3 clusters Score -2.277597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -22775988.000000 Penalty: 5968.452637
	Iteration 149Q: 3 clusters Score -2.277599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 136337 members 
Entering Unmasked Estep 
Score: -22775990.000000 Penalty: 5968.452637
	Iteration 150Q: 3 clusters Score -2.277599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -22775988.000000 Penalty: 5968.452637
	Iteration 151Q: 3 clusters Score -2.277599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -22775980.000000 Penalty: 5968.452637
	Iteration 152Q: 3 clusters Score -2.277598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 136406 members 
Entering Unmasked Estep 
Score: -22775970.000000 Penalty: 5968.452637
	Iteration 153Q: 3 clusters Score -2.277597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -22775960.000000 Penalty: 5968.452637
	Iteration 154Q: 3 clusters Score -2.277596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -22775954.000000 Penalty: 5968.452637
	Iteration 155Q: 3 clusters Score -2.277595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -22775958.000000 Penalty: 5968.452637
	Iteration 156Q: 3 clusters Score -2.277596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -22775974.000000 Penalty: 5968.452637
	Iteration 157Q: 3 clusters Score -2.277597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -22775984.000000 Penalty: 5968.452637
	Iteration 158Q: 3 clusters Score -2.277598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -22775976.000000 Penalty: 5968.452637
	Iteration 159Q: 3 clusters Score -2.277598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 136471 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 160F: 3 clusters Score -2.277596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -22775952.000000 Penalty: 5968.452637
	Iteration 161Q: 3 clusters Score -2.277595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 136477 members 
Entering Unmasked Estep 
Score: -22775960.000000 Penalty: 5968.452637
	Iteration 162Q: 3 clusters Score -2.277596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 163Q: 3 clusters Score -2.277596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 136484 members 
Entering Unmasked Estep 
Score: -22775960.000000 Penalty: 5968.452637
	Iteration 164Q: 3 clusters Score -2.277596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -22775982.000000 Penalty: 5968.452637
	Iteration 165Q: 3 clusters Score -2.277598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 136498 members 
Entering Unmasked Estep 
Score: -22775970.000000 Penalty: 5968.452637
	Iteration 166Q: 3 clusters Score -2.277597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -22775968.000000 Penalty: 5968.452637
	Iteration 167Q: 3 clusters Score -2.277597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 136514 members 
Entering Unmasked Estep 
Score: -22775978.000000 Penalty: 5968.452637
	Iteration 168Q: 3 clusters Score -2.277598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -22775980.000000 Penalty: 5968.452637
	Iteration 169Q: 3 clusters Score -2.277598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 170Q: 3 clusters Score -2.277596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 136532 members 
Entering Unmasked Estep 
Score: -22775974.000000 Penalty: 5968.452637
	Iteration 171Q: 3 clusters Score -2.277597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 136536 members 
Entering Unmasked Estep 
Score: -22775968.000000 Penalty: 5968.452637
	Iteration 172Q: 3 clusters Score -2.277597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 5968.452637
	Iteration 173Q: 3 clusters Score -2.277597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
Score: -22775970.000000 Penalty: 5968.452637
	Iteration 174Q: 3 clusters Score -2.277597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 175Q: 3 clusters Score -2.277596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -22775962.000000 Penalty: 5968.452637
	Iteration 176Q: 3 clusters Score -2.277596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 136554 members 
Entering Unmasked Estep 
Score: -22775970.000000 Penalty: 5968.452637
	Iteration 177Q: 3 clusters Score -2.277597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 136556 members 
Entering Unmasked Estep 
Score: -22775964.000000 Penalty: 5968.452637
	Iteration 178Q: 3 clusters Score -2.277596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -22775972.000000 Penalty: 5968.452637
	Iteration 179Q: 3 clusters Score -2.277597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -22775988.000000 Penalty: 5968.452637
	Iteration 180F: 3 clusters Score -2.277599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -22775980.000000 Penalty: 5968.452637
	Iteration 181Q: 3 clusters Score -2.277598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -22775978.000000 Penalty: 5968.452637
	Iteration 182Q: 3 clusters Score -2.277598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 136563 members 
Entering Unmasked Estep 
Score: -22775984.000000 Penalty: 5968.452637
	Iteration 183Q: 3 clusters Score -2.277598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -22775982.000000 Penalty: 5968.452637
	Iteration 184Q: 3 clusters Score -2.277598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -22775982.000000 Penalty: 5968.452637
	Iteration 185F: 3 clusters Score -2.277598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Entering Unmasked Estep 
Score: -6088172.500000 Penalty: 2655.555664
	Iteration 0F: 2 clusters Score -6088172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6058058.000000 Penalty: 5311.111328
	Iteration 0F: 3 clusters Score -6058058 nChanged 20593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -6069396.500000 Penalty: 5311.111328
	Iteration 1F: 3 clusters Score -6069396 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -6070066.000000 Penalty: 5311.111328
	Iteration 2Q: 3 clusters Score -6070066 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6070837.500000 Penalty: 5311.111328
	Iteration 3Q: 3 clusters Score -6070838 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -6071834.000000 Penalty: 5311.111328
	Iteration 4Q: 3 clusters Score -6071834 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6073104.500000 Penalty: 5311.111328
	Iteration 5F: 3 clusters Score -6073104 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -6074766.000000 Penalty: 5311.111328
	Iteration 6F: 3 clusters Score -6074766 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -6076889.500000 Penalty: 5311.111328
	Iteration 7F: 3 clusters Score -6076890 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -6079398.000000 Penalty: 5311.111328
	Iteration 8F: 3 clusters Score -6079398 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -6081615.500000 Penalty: 5311.111328
	Iteration 9F: 3 clusters Score -6081616 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6082828.000000 Penalty: 5311.111328
	Iteration 10Q: 3 clusters Score -6082828 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -6083312.500000 Penalty: 5311.111328
	Iteration 11Q: 3 clusters Score -6083312 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -6083570.000000 Penalty: 5311.111328
	Iteration 12Q: 3 clusters Score -6083570 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6083797.000000 Penalty: 5311.111328
	Iteration 13Q: 3 clusters Score -6083797 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -6083989.000000 Penalty: 5311.111328
	Iteration 14Q: 3 clusters Score -6083989 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -6084197.000000 Penalty: 5311.111328
	Iteration 15Q: 3 clusters Score -6084197 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -6084378.000000 Penalty: 5311.111328
	Iteration 16Q: 3 clusters Score -6084378 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -6084509.000000 Penalty: 5311.111328
	Iteration 17Q: 3 clusters Score -6084509 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -6084654.500000 Penalty: 5311.111328
	Iteration 18Q: 3 clusters Score -6084654 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -6084817.000000 Penalty: 5311.111328
	Iteration 19Q: 3 clusters Score -6084817 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -6084939.500000 Penalty: 5311.111328
	Iteration 20F: 3 clusters Score -6084940 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6085066.500000 Penalty: 5311.111328
	Iteration 21Q: 3 clusters Score -6085066 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6085180.500000 Penalty: 5311.111328
	Iteration 22Q: 3 clusters Score -6085180 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -6085290.000000 Penalty: 5311.111328
	Iteration 23Q: 3 clusters Score -6085290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -6085389.500000 Penalty: 5311.111328
	Iteration 24Q: 3 clusters Score -6085390 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -6085479.000000 Penalty: 5311.111328
	Iteration 25Q: 3 clusters Score -6085479 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -6085545.000000 Penalty: 5311.111328
	Iteration 26Q: 3 clusters Score -6085545 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -6085599.000000 Penalty: 5311.111328
	Iteration 27Q: 3 clusters Score -6085599 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -6085657.000000 Penalty: 5311.111328
	Iteration 28Q: 3 clusters Score -6085657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -6085698.500000 Penalty: 5311.111328
	Iteration 29Q: 3 clusters Score -6085698 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -6085770.000000 Penalty: 5311.111328
	Iteration 30Q: 3 clusters Score -6085770 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -6085837.500000 Penalty: 5311.111328
	Iteration 31Q: 3 clusters Score -6085838 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -6085889.000000 Penalty: 5311.111328
	Iteration 32Q: 3 clusters Score -6085889 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -6085950.000000 Penalty: 5311.111328
	Iteration 33Q: 3 clusters Score -6085950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6085986.500000 Penalty: 5311.111328
	Iteration 34Q: 3 clusters Score -6085986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -6086023.500000 Penalty: 5311.111328
	Iteration 35Q: 3 clusters Score -6086024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6086064.500000 Penalty: 5311.111328
	Iteration 36Q: 3 clusters Score -6086064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -6086072.500000 Penalty: 5311.111328
	Iteration 37Q: 3 clusters Score -6086072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -6086097.500000 Penalty: 5311.111328
	Iteration 38Q: 3 clusters Score -6086098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -6086121.500000 Penalty: 5311.111328
	Iteration 39Q: 3 clusters Score -6086122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -6086139.000000 Penalty: 5311.111328
	Iteration 40F: 3 clusters Score -6086139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -6086168.000000 Penalty: 5311.111328
	Iteration 41Q: 3 clusters Score -6086168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -6086176.000000 Penalty: 5311.111328
	Iteration 42Q: 3 clusters Score -6086176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -6086182.000000 Penalty: 5311.111328
	Iteration 43Q: 3 clusters Score -6086182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6086215.500000 Penalty: 5311.111328
	Iteration 44Q: 3 clusters Score -6086216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -6086234.500000 Penalty: 5311.111328
	Iteration 45Q: 3 clusters Score -6086234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6086248.500000 Penalty: 5311.111328
	Iteration 46Q: 3 clusters Score -6086248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6086273.000000 Penalty: 5311.111328
	Iteration 47Q: 3 clusters Score -6086273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6086279.000000 Penalty: 5311.111328
	Iteration 48Q: 3 clusters Score -6086279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6086293.000000 Penalty: 5311.111328
	Iteration 49Q: 3 clusters Score -6086293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6086291.500000 Penalty: 5311.111328
	Iteration 50Q: 3 clusters Score -6086292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -6086302.000000 Penalty: 5311.111328
	Iteration 51Q: 3 clusters Score -6086302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6086299.000000 Penalty: 5311.111328
	Iteration 52Q: 3 clusters Score -6086299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -6086298.000000 Penalty: 5311.111328
	Iteration 53Q: 3 clusters Score -6086298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6086302.000000 Penalty: 5311.111328
	Iteration 54Q: 3 clusters Score -6086302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -6086312.500000 Penalty: 5311.111328
	Iteration 55Q: 3 clusters Score -6086312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -6086307.500000 Penalty: 5311.111328
	Iteration 56Q: 3 clusters Score -6086308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -6086315.500000 Penalty: 5311.111328
	Iteration 57Q: 3 clusters Score -6086316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -6086318.000000 Penalty: 5311.111328
	Iteration 58Q: 3 clusters Score -6086318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -6086320.500000 Penalty: 5311.111328
	Iteration 59Q: 3 clusters Score -6086320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -6086321.000000 Penalty: 5311.111328
	Iteration 60F: 3 clusters Score -6086321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6086333.000000 Penalty: 5311.111328
	Iteration 61Q: 3 clusters Score -6086333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -6086336.500000 Penalty: 5311.111328
	Iteration 62Q: 3 clusters Score -6086336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -6086336.000000 Penalty: 5311.111328
	Iteration 63Q: 3 clusters Score -6086336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -6086331.500000 Penalty: 5311.111328
	Iteration 64Q: 3 clusters Score -6086332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -6086331.500000 Penalty: 5311.111328
	Iteration 65Q: 3 clusters Score -6086332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -6086337.000000 Penalty: 5311.111328
	Iteration 66Q: 3 clusters Score -6086337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6086334.500000 Penalty: 5311.111328
	Iteration 67Q: 3 clusters Score -6086334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6086342.000000 Penalty: 5311.111328
	Iteration 68Q: 3 clusters Score -6086342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -6086347.500000 Penalty: 5311.111328
	Iteration 69Q: 3 clusters Score -6086348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -6086342.000000 Penalty: 5311.111328
	Iteration 70Q: 3 clusters Score -6086342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -6086345.500000 Penalty: 5311.111328
	Iteration 71Q: 3 clusters Score -6086346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6086349.500000 Penalty: 5311.111328
	Iteration 72Q: 3 clusters Score -6086350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6086345.500000 Penalty: 5311.111328
	Iteration 73Q: 3 clusters Score -6086346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -6086348.000000 Penalty: 5311.111328
	Iteration 74Q: 3 clusters Score -6086348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -6086349.000000 Penalty: 5311.111328
	Iteration 75Q: 3 clusters Score -6086349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -6086352.000000 Penalty: 5311.111328
	Iteration 76Q: 3 clusters Score -6086352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -6086354.500000 Penalty: 5311.111328
	Iteration 77Q: 3 clusters Score -6086354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -6086356.000000 Penalty: 5311.111328
	Iteration 78Q: 3 clusters Score -6086356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -6086356.000000 Penalty: 5311.111328
	Iteration 79F: 3 clusters Score -6086356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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 117 members 
Entering Unmasked Estep 
Score: -21643.947266 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21643.95 nChanged 24
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: -21829.746094 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21829.75 nChanged 8
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: -21885.574219 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21885.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21924.810547 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -21924.81 nChanged 3
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: -21938.542969 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -21938.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21945.978516 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -21945.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21968.519531 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -21968.52 nChanged 1
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: -21998.607422 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -21998.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22018.753906 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -22018.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22122.537109 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -22122.54 nChanged 2
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: -22146.664062 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -22146.66 nChanged 3
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: -22167.742188 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -22167.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22197.990234 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -22197.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22197.990234 Penalty: 2688.585449
	Iteration 13F: 3 clusters Score -22197.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 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 320 members 
Entering Unmasked Estep 
Score: -80242.914062 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80242.91 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80632.039062 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80632.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80832.750000 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80832.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81015.046875 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -81015.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81217.601562 Penalty: 3249.335693
	Iteration 4F: 3 clusters Score -81217.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81279.781250 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -81279.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81309.789062 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -81309.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81361.125000 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -81361.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81428.273438 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -81428.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81493.328125 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -81493.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81627.656250 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -81627.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81681.835938 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -81681.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81690.375000 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -81690.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81695.343750 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -81695.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81699.890625 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -81699.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81706.140625 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -81706.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81709.062500 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -81709.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81709.062500 Penalty: 3249.335693
	Iteration 17F: 3 clusters Score -81709.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42271.335938 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -42271.34 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 220 members 
Entering Unmasked Estep 
Score: -40992.980469 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -40992.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41238.500000 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -41238.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41312.027344 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -41312.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41337.250000 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -41337.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41350.433594 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -41350.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41351.656250 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -41351.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41351.656250 Penalty: 3032.386475
	Iteration 6F: 3 clusters Score -41351.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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 43 members 
Entering Unmasked Estep 
Score: -9314.760742 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9314.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128857 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23984 members 
Mstep: Class 16 contains 71776 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46349 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168134 members 
Mstep: Class 22 contains 162109 members 
Mstep: Class 23 contains 168244 members 
Mstep: Class 24 contains 44707 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431768.000000 Penalty: 95627.414062
Iteration 239Q: 29 clusters Score -1.264318e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18875 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128856 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23987 members 
Mstep: Class 16 contains 71775 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46352 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168122 members 
Mstep: Class 22 contains 162111 members 
Mstep: Class 23 contains 168251 members 
Mstep: Class 24 contains 44705 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431744.000000 Penalty: 95627.414062
Iteration 240F: 29 clusters Score -1.264317e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 10685 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128854 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23993 members 
Mstep: Class 16 contains 71772 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46355 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168122 members 
Mstep: Class 22 contains 162102 members 
Mstep: Class 23 contains 168257 members 
Mstep: Class 24 contains 44704 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431744.000000 Penalty: 95627.414062
Iteration 241Q: 29 clusters Score -1.264317e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128864 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 23998 members 
Mstep: Class 16 contains 71773 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46357 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168114 members 
Mstep: Class 22 contains 162087 members 
Mstep: Class 23 contains 168266 members 
Mstep: Class 24 contains 44703 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 95627.414062
Iteration 242Q: 29 clusters Score -1.264316e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 10678 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128861 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24003 members 
Mstep: Class 16 contains 71772 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46358 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168113 members 
Mstep: Class 22 contains 162092 members 
Mstep: Class 23 contains 168268 members 
Mstep: Class 24 contains 44697 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 243Q: 29 clusters Score -1.264317e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 10674 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128850 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24004 members 
Mstep: Class 16 contains 71772 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46355 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168111 members 
Mstep: Class 22 contains 162093 members 
Mstep: Class 23 contains 168286 members 
Mstep: Class 24 contains 44696 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431800.000000 Penalty: 95627.414062
Iteration 244Q: 29 clusters Score -1.264318e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18875 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 10670 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128846 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24007 members 
Mstep: Class 16 contains 71768 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46350 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168106 members 
Mstep: Class 22 contains 162093 members 
Mstep: Class 23 contains 168311 members 
Mstep: Class 24 contains 44694 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431744.000000 Penalty: 95627.414062
Iteration 245Q: 29 clusters Score -1.264317e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18874 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128834 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24011 members 
Mstep: Class 16 contains 71770 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46348 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168095 members 
Mstep: Class 22 contains 162105 members 
Mstep: Class 23 contains 168321 members 
Mstep: Class 24 contains 44697 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431760.000000 Penalty: 95627.414062
Iteration 246Q: 29 clusters Score -1.264318e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128833 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 2363 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24013 members 
Mstep: Class 16 contains 71784 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46352 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168070 members 
Mstep: Class 22 contains 162107 members 
Mstep: Class 23 contains 168345 members 
Mstep: Class 24 contains 44691 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 247Q: 29 clusters Score -1.264318e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128845 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24010 members 
Mstep: Class 16 contains 71785 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46351 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168054 members 
Mstep: Class 22 contains 162110 members 
Mstep: Class 23 contains 168363 members 
Mstep: Class 24 contains 44682 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431712.000000 Penalty: 95627.414062
Iteration 248Q: 29 clusters Score -1.264317e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21545 members 
Mstep: Class 9 contains 10650 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128851 members 
Mstep: Class 12 contains 11594 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24020 members 
Mstep: Class 16 contains 71786 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46350 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 168025 members 
Mstep: Class 22 contains 162113 members 
Mstep: Class 23 contains 168381 members 
Mstep: Class 24 contains 44676 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431648.000000 Penalty: 95627.414062
Iteration 249Q: 29 clusters Score -1.264316e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21545 members 
Mstep: Class 9 contains 10647 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128870 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24024 members 
Mstep: Class 16 contains 71789 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46349 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 167996 members 
Mstep: Class 22 contains 162115 members 
Mstep: Class 23 contains 168395 members 
Mstep: Class 24 contains 44677 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431768.000000 Penalty: 95627.414062
Iteration 250Q: 29 clusters Score -1.264318e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 10645 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128880 members 
Mstep: Class 12 contains 11594 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24026 members 
Mstep: Class 16 contains 71790 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46345 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 167991 members 
Mstep: Class 22 contains 162110 members 
Mstep: Class 23 contains 168403 members 
Mstep: Class 24 contains 44673 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 95627.414062
Iteration 251Q: 29 clusters Score -1.264318e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18873 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128883 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24026 members 
Mstep: Class 16 contains 71790 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46337 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 167979 members 
Mstep: Class 22 contains 162103 members 
Mstep: Class 23 contains 168430 members 
Mstep: Class 24 contains 44673 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431800.000000 Penalty: 95627.414062
Iteration 252Q: 29 clusters Score -1.264318e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128888 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24021 members 
Mstep: Class 16 contains 71792 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46336 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 167969 members 
Mstep: Class 22 contains 162113 members 
Mstep: Class 23 contains 168434 members 
Mstep: Class 24 contains 44671 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431856.000000 Penalty: 95627.414062
Iteration 253Q: 29 clusters Score -1.264319e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 10632 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128888 members 
Mstep: Class 12 contains 11596 members 
Mstep: Class 13 contains 2331 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24019 members 
Mstep: Class 16 contains 71796 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46334 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 167967 members 
Mstep: Class 22 contains 162114 members 
Mstep: Class 23 contains 168447 members 
Mstep: Class 24 contains 44667 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431760.000000 Penalty: 95627.414062
Iteration 254Q: 29 clusters Score -1.264318e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21543 members 
Mstep: Class 9 contains 10626 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128897 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24017 members 
Mstep: Class 16 contains 71801 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 46334 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 167960 members 
Mstep: Class 22 contains 162118 members 
Mstep: Class 23 contains 168460 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 255Q: 29 clusters Score -1.264317e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21541 members 
Mstep: Class 9 contains 10619 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128901 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24019 members 
Mstep: Class 16 contains 71797 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46329 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 167962 members 
Mstep: Class 22 contains 162119 members 
Mstep: Class 23 contains 168474 members 
Mstep: Class 24 contains 44669 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431832.000000 Penalty: 95627.414062
Iteration 256Q: 29 clusters Score -1.264318e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128909 members 
Mstep: Class 12 contains 11601 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24021 members 
Mstep: Class 16 contains 71802 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46326 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 167968 members 
Mstep: Class 22 contains 162112 members 
Mstep: Class 23 contains 168479 members 
Mstep: Class 24 contains 44667 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431816.000000 Penalty: 95627.414062
Iteration 257Q: 29 clusters Score -1.264318e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 10598 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128911 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24023 members 
Mstep: Class 16 contains 71807 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46330 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 167959 members 
Mstep: Class 22 contains 162111 members 
Mstep: Class 23 contains 168494 members 
Mstep: Class 24 contains 44663 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431760.000000 Penalty: 95627.414062
Iteration 258Q: 29 clusters Score -1.264318e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128901 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24024 members 
Mstep: Class 16 contains 71813 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46330 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167969 members 
Mstep: Class 22 contains 162104 members 
Mstep: Class 23 contains 168508 members 
Mstep: Class 24 contains 44663 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431832.000000 Penalty: 95627.414062
Iteration 259Q: 29 clusters Score -1.264318e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21538 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128897 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24024 members 
Mstep: Class 16 contains 71816 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46326 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167968 members 
Mstep: Class 22 contains 162114 members 
Mstep: Class 23 contains 168516 members 
Mstep: Class 24 contains 44665 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431920.000000 Penalty: 95627.414062
Iteration 260F: 29 clusters Score -1.264319e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21537 members 
Mstep: Class 9 contains 10568 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128895 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24027 members 
Mstep: Class 16 contains 71813 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46328 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167973 members 
Mstep: Class 22 contains 162119 members 
Mstep: Class 23 contains 168524 members 
Mstep: Class 24 contains 44664 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431848.000000 Penalty: 95627.414062
Iteration 261Q: 29 clusters Score -1.264318e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21536 members 
Mstep: Class 9 contains 10558 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128900 members 
Mstep: Class 12 contains 11596 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46326 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167984 members 
Mstep: Class 22 contains 162110 members 
Mstep: Class 23 contains 168526 members 
Mstep: Class 24 contains 44665 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431904.000000 Penalty: 95627.414062
Iteration 262Q: 29 clusters Score -1.264319e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21533 members 
Mstep: Class 9 contains 10540 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128908 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 71829 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46331 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167991 members 
Mstep: Class 22 contains 162100 members 
Mstep: Class 23 contains 168518 members 
Mstep: Class 24 contains 44665 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431888.000000 Penalty: 95627.414062
Iteration 263Q: 29 clusters Score -1.264319e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 10526 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128915 members 
Mstep: Class 12 contains 11601 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24031 members 
Mstep: Class 16 contains 71836 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46333 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167992 members 
Mstep: Class 22 contains 162100 members 
Mstep: Class 23 contains 168509 members 
Mstep: Class 24 contains 44670 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431840.000000 Penalty: 95627.414062
Iteration 264Q: 29 clusters Score -1.264318e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 10517 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128917 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24031 members 
Mstep: Class 16 contains 71838 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46332 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167993 members 
Mstep: Class 22 contains 162106 members 
Mstep: Class 23 contains 168509 members 
Mstep: Class 24 contains 44672 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431768.000000 Penalty: 95627.414062
Iteration 265Q: 29 clusters Score -1.264318e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128922 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24033 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46333 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 167998 members 
Mstep: Class 22 contains 162104 members 
Mstep: Class 23 contains 168500 members 
Mstep: Class 24 contains 44668 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431856.000000 Penalty: 95627.414062
Iteration 266Q: 29 clusters Score -1.264319e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128927 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24034 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46333 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 168006 members 
Mstep: Class 22 contains 162104 members 
Mstep: Class 23 contains 168499 members 
Mstep: Class 24 contains 44663 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 267Q: 29 clusters Score -1.264318e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128929 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24038 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46337 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 168011 members 
Mstep: Class 22 contains 162103 members 
Mstep: Class 23 contains 168499 members 
Mstep: Class 24 contains 44657 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 95627.414062
Iteration 268Q: 29 clusters Score -1.264318e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128924 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24039 members 
Mstep: Class 16 contains 71837 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46338 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168023 members 
Mstep: Class 22 contains 162112 members 
Mstep: Class 23 contains 168500 members 
Mstep: Class 24 contains 44651 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431824.000000 Penalty: 95627.414062
Iteration 269Q: 29 clusters Score -1.264318e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10483 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128931 members 
Mstep: Class 12 contains 11604 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24041 members 
Mstep: Class 16 contains 71834 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46339 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168021 members 
Mstep: Class 22 contains 162116 members 
Mstep: Class 23 contains 168500 members 
Mstep: Class 24 contains 44645 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 270Q: 29 clusters Score -1.264318e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10477 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128942 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24043 members 
Mstep: Class 16 contains 71832 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46339 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168020 members 
Mstep: Class 22 contains 162107 members 
Mstep: Class 23 contains 168504 members 
Mstep: Class 24 contains 44644 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431800.000000 Penalty: 95627.414062
Iteration 271Q: 29 clusters Score -1.264318e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128945 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24045 members 
Mstep: Class 16 contains 71832 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46337 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168019 members 
Mstep: Class 22 contains 162117 members 
Mstep: Class 23 contains 168502 members 
Mstep: Class 24 contains 44640 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431784.000000 Penalty: 95627.414062
Iteration 272Q: 29 clusters Score -1.264318e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24048 members 
Mstep: Class 16 contains 71834 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46344 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168017 members 
Mstep: Class 22 contains 162098 members 
Mstep: Class 23 contains 168505 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431792.000000 Penalty: 95627.414062
Iteration 273Q: 29 clusters Score -1.264318e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 21530 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128944 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24048 members 
Mstep: Class 16 contains 71837 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46348 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168020 members 
Mstep: Class 22 contains 162098 members 
Mstep: Class 23 contains 168500 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431632.000000 Penalty: 95627.414062
Iteration 274Q: 29 clusters Score -1.264316e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21530 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128937 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24049 members 
Mstep: Class 16 contains 71837 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46350 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168023 members 
Mstep: Class 22 contains 162111 members 
Mstep: Class 23 contains 168490 members 
Mstep: Class 24 contains 44635 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431736.000000 Penalty: 95627.414062
Iteration 275Q: 29 clusters Score -1.264317e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21529 members 
Mstep: Class 9 contains 10463 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128930 members 
Mstep: Class 12 contains 11622 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24049 members 
Mstep: Class 16 contains 71833 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 46357 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168020 members 
Mstep: Class 22 contains 162116 members 
Mstep: Class 23 contains 168493 members 
Mstep: Class 24 contains 44636 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431744.000000 Penalty: 95627.414062
Iteration 276Q: 29 clusters Score -1.264317e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21528 members 
Mstep: Class 9 contains 10463 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128922 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24048 members 
Mstep: Class 16 contains 71827 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46360 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 168026 members 
Mstep: Class 22 contains 162114 members 
Mstep: Class 23 contains 168497 members 
Mstep: Class 24 contains 44637 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 277Q: 29 clusters Score -1.264317e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 10463 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128919 members 
Mstep: Class 12 contains 11625 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24049 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46364 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168026 members 
Mstep: Class 22 contains 162111 members 
Mstep: Class 23 contains 168501 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 278Q: 29 clusters Score -1.264317e+08 nChanged 90
Entering ConstructFrom: 
Score: -126431704.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Entering Unmasked Estep 
Score: -4419585.000000 Penalty: 2576.112061
	Iteration 0F: 2 clusters Score -4419585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4397461.000000 Penalty: 5152.224121
	Iteration 0F: 3 clusters Score -4397461 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4405458.500000 Penalty: 5152.224121
	Iteration 1F: 3 clusters Score -4405458 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4406083.500000 Penalty: 5152.224121
	Iteration 2Q: 3 clusters Score -4406084 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4406749.000000 Penalty: 5152.224121
	Iteration 3Q: 3 clusters Score -4406749 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4407513.500000 Penalty: 5152.224121
	Iteration 4Q: 3 clusters Score -4407514 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4408424.500000 Penalty: 5152.224121
	Iteration 5Q: 3 clusters Score -4408424 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4409543.000000 Penalty: 5152.224121
	Iteration 6F: 3 clusters Score -4409543 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4410684.500000 Penalty: 5152.224121
	Iteration 7F: 3 clusters Score -4410684 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4411699.500000 Penalty: 5152.224121
	Iteration 8F: 3 clusters Score -4411700 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4412508.000000 Penalty: 5152.224121
	Iteration 9Q: 3 clusters Score -4412508 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4413209.500000 Penalty: 5152.224121
	Iteration 10Q: 3 clusters Score -4413210 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4413654.000000 Penalty: 5152.224121
	Iteration 11Q: 3 clusters Score -4413654 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4413988.500000 Penalty: 5152.224121
	Iteration 12Q: 3 clusters Score -4413988 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4414240.500000 Penalty: 5152.224121
	Iteration 13Q: 3 clusters Score -4414240 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4414413.500000 Penalty: 5152.224121
	Iteration 14Q: 3 clusters Score -4414414 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4414555.000000 Penalty: 5152.224121
	Iteration 15Q: 3 clusters Score -4414555 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4414673.000000 Penalty: 5152.224121
	Iteration 16Q: 3 clusters Score -4414673 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4414792.500000 Penalty: 5152.224121
	Iteration 17Q: 3 clusters Score -4414792 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4414871.000000 Penalty: 5152.224121
	Iteration 18Q: 3 clusters Score -4414871 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4414955.500000 Penalty: 5152.224121
	Iteration 19Q: 3 clusters Score -4414956 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4415035.500000 Penalty: 5152.224121
	Iteration 20F: 3 clusters Score -4415036 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4415134.500000 Penalty: 5152.224121
	Iteration 21Q: 3 clusters Score -4415134 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4415221.000000 Penalty: 5152.224121
	Iteration 22Q: 3 clusters Score -4415221 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4415332.500000 Penalty: 5152.224121
	Iteration 23Q: 3 clusters Score -4415332 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4415431.000000 Penalty: 5152.224121
	Iteration 24Q: 3 clusters Score -4415431 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4415547.000000 Penalty: 5152.224121
	Iteration 25Q: 3 clusters Score -4415547 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4415658.000000 Penalty: 5152.224121
	Iteration 26Q: 3 clusters Score -4415658 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4415785.500000 Penalty: 5152.224121
	Iteration 27Q: 3 clusters Score -4415786 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4415912.000000 Penalty: 5152.224121
	Iteration 28Q: 3 clusters Score -4415912 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4416013.000000 Penalty: 5152.224121
	Iteration 29Q: 3 clusters Score -4416013 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4416151.500000 Penalty: 5152.224121
	Iteration 30Q: 3 clusters Score -4416152 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4416284.000000 Penalty: 5152.224121
	Iteration 31Q: 3 clusters Score -4416284 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4416382.000000 Penalty: 5152.224121
	Iteration 32Q: 3 clusters Score -4416382 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4416526.000000 Penalty: 5152.224121
	Iteration 33Q: 3 clusters Score -4416526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4416636.500000 Penalty: 5152.224121
	Iteration 34Q: 3 clusters Score -4416636 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4416723.000000 Penalty: 5152.224121
	Iteration 35Q: 3 clusters Score -4416723 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4416822.500000 Penalty: 5152.224121
	Iteration 36Q: 3 clusters Score -4416822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4416927.000000 Penalty: 5152.224121
	Iteration 37Q: 3 clusters Score -4416927 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4417003.500000 Penalty: 5152.224121
	Iteration 38Q: 3 clusters Score -4417004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4417077.500000 Penalty: 5152.224121
	Iteration 39Q: 3 clusters Score -4417078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4417130.500000 Penalty: 5152.224121
	Iteration 40F: 3 clusters Score -4417130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4417168.000000 Penalty: 5152.224121
	Iteration 41Q: 3 clusters Score -4417168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4417206.500000 Penalty: 5152.224121
	Iteration 42Q: 3 clusters Score -4417206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4417241.000000 Penalty: 5152.224121
	Iteration 43Q: 3 clusters Score -4417241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4417264.000000 Penalty: 5152.224121
	Iteration 44Q: 3 clusters Score -4417264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4417285.500000 Penalty: 5152.224121
	Iteration 45Q: 3 clusters Score -4417286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4417288.500000 Penalty: 5152.224121
	Iteration 46Q: 3 clusters Score -4417288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4417308.000000 Penalty: 5152.224121
	Iteration 47Q: 3 clusters Score -4417308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4417310.500000 Penalty: 5152.224121
	Iteration 48Q: 3 clusters Score -4417310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -4417330.000000 Penalty: 5152.224121
	Iteration 49Q: 3 clusters Score -4417330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4417344.000000 Penalty: 5152.224121
	Iteration 50Q: 3 clusters Score -4417344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4417353.500000 Penalty: 5152.224121
	Iteration 51Q: 3 clusters Score -4417354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4417377.000000 Penalty: 5152.224121
	Iteration 52Q: 3 clusters Score -4417377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4417380.000000 Penalty: 5152.224121
	Iteration 53Q: 3 clusters Score -4417380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4417391.500000 Penalty: 5152.224121
	Iteration 54Q: 3 clusters Score -4417392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4417398.500000 Penalty: 5152.224121
	Iteration 55Q: 3 clusters Score -4417398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4417405.000000 Penalty: 5152.224121
	Iteration 56Q: 3 clusters Score -4417405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4417404.500000 Penalty: 5152.224121
	Iteration 57Q: 3 clusters Score -4417404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4417417.500000 Penalty: 5152.224121
	Iteration 58Q: 3 clusters Score -4417418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4417415.000000 Penalty: 5152.224121
	Iteration 59Q: 3 clusters Score -4417415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4417418.500000 Penalty: 5152.224121
	Iteration 60F: 3 clusters Score -4417418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4417423.000000 Penalty: 5152.224121
	Iteration 61Q: 3 clusters Score -4417423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4417423.000000 Penalty: 5152.224121
	Iteration 62Q: 3 clusters Score -4417423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4417423.000000 Penalty: 5152.224121
	Iteration 63Q: 3 clusters Score -4417423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4417425.000000 Penalty: 5152.224121
	Iteration 64Q: 3 clusters Score -4417425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4417426.000000 Penalty: 5152.224121
	Iteration 65Q: 3 clusters Score -4417426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4417425.500000 Penalty: 5152.224121
	Iteration 66Q: 3 clusters Score -4417426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4417427.000000 Penalty: 5152.224121
	Iteration 67Q: 3 clusters Score -4417427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4417429.000000 Penalty: 5152.224121
	Iteration 68Q: 3 clusters Score -4417429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4417430.000000 Penalty: 5152.224121
	Iteration 69Q: 3 clusters Score -4417430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4417433.000000 Penalty: 5152.224121
	Iteration 70Q: 3 clusters Score -4417433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4417431.500000 Penalty: 5152.224121
	Iteration 71Q: 3 clusters Score -4417432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4417431.500000 Penalty: 5152.224121
	Iteration 72F: 3 clusters Score -4417432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84993.406250 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -84993.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83348.648438 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -83348.65 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83791.351562 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -83791.35 nChanged 68
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: -84042.484375 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -84042.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84210.554688 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -84210.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84353.007812 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -84353.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84557.390625 Penalty: 3275.556152
	Iteration 5F: 3 clusters Score -84557.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84720.843750 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -84720.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84849.054688 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -84849.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -85073.492188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -85073.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85249.992188 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -85249.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -85252.304688 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -85252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -85255.148438 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -85255.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -85255.148438 Penalty: 3275.556152
	Iteration 12F: 3 clusters Score -85255.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18881 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128910 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 71818 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168025 members 
Mstep: Class 22 contains 162101 members 
Mstep: Class 23 contains 168514 members 
Mstep: Class 24 contains 44639 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 204 members 
Entering Unmasked Estep 
Score: -126430152.000000 Penalty: 99042.679688
Splitting cluster 2 changes total score from -126431704.000000 to -126430152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -226666.609375 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -226666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -224207.406250 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -224207.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -224650.890625 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -224650.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -224753.265625 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -224753.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224849.359375 Penalty: 3719.164551
	Iteration 3Q: 3 clusters Score -224849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -224903.843750 Penalty: 3719.164551
	Iteration 4Q: 3 clusters Score -224903.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -224947.625000 Penalty: 3719.164551
	Iteration 5Q: 3 clusters Score -224947.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225006.093750 Penalty: 3719.164551
	Iteration 6Q: 3 clusters Score -225006.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225068.312500 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -225068.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -225147.640625 Penalty: 3719.164551
	Iteration 8Q: 3 clusters Score -225147.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -225252.593750 Penalty: 3719.164551
	Iteration 9Q: 3 clusters Score -225252.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -225380.687500 Penalty: 3719.164551
	Iteration 10Q: 3 clusters Score -225380.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225492.984375 Penalty: 3719.164551
	Iteration 11Q: 3 clusters Score -225493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -225566.453125 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -225566.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -225624.093750 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -225624.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -225669.968750 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -225670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -225704.390625 Penalty: 3719.164551
	Iteration 15Q: 3 clusters Score -225704.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -225753.656250 Penalty: 3719.164551
	Iteration 16Q: 3 clusters Score -225753.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -225776.078125 Penalty: 3719.164551
	Iteration 17Q: 3 clusters Score -225776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -225799.484375 Penalty: 3719.164551
	Iteration 18Q: 3 clusters Score -225799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -225808.828125 Penalty: 3719.164551
	Iteration 19Q: 3 clusters Score -225808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -225815.546875 Penalty: 3719.164551
	Iteration 20F: 3 clusters Score -225815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -225822.765625 Penalty: 3719.164551
	Iteration 21Q: 3 clusters Score -225822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -225824.343750 Penalty: 3719.164551
	Iteration 22Q: 3 clusters Score -225824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -225826.015625 Penalty: 3719.164551
	Iteration 23Q: 3 clusters Score -225826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -225828.484375 Penalty: 3719.164551
	Iteration 24Q: 3 clusters Score -225828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -225831.625000 Penalty: 3719.164551
	Iteration 25Q: 3 clusters Score -225831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -225831.625000 Penalty: 3719.164551
	Iteration 26F: 3 clusters Score -225831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Entering Unmasked Estep 
Score: -2652086.000000 Penalty: 2462.889404
	Iteration 0F: 2 clusters Score -2652086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2637669.500000 Penalty: 4925.778809
	Iteration 0F: 3 clusters Score -2637670 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2642533.000000 Penalty: 4925.778809
	Iteration 1F: 3 clusters Score -2642533 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2643052.750000 Penalty: 4925.778809
	Iteration 2F: 3 clusters Score -2643053 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2643582.000000 Penalty: 4925.778809
	Iteration 3F: 3 clusters Score -2643582 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2644097.000000 Penalty: 4925.778809
	Iteration 4F: 3 clusters Score -2644097 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2644565.500000 Penalty: 4925.778809
	Iteration 5Q: 3 clusters Score -2644566 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2645084.750000 Penalty: 4925.778809
	Iteration 6Q: 3 clusters Score -2645085 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2645550.750000 Penalty: 4925.778809
	Iteration 7Q: 3 clusters Score -2645551 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2646066.250000 Penalty: 4925.778809
	Iteration 8Q: 3 clusters Score -2646066 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2646614.250000 Penalty: 4925.778809
	Iteration 9Q: 3 clusters Score -2646614 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2647261.500000 Penalty: 4925.778809
	Iteration 10Q: 3 clusters Score -2647262 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2647864.750000 Penalty: 4925.778809
	Iteration 11Q: 3 clusters Score -2647865 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2648479.000000 Penalty: 4925.778809
	Iteration 12Q: 3 clusters Score -2648479 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2649058.250000 Penalty: 4925.778809
	Iteration 13Q: 3 clusters Score -2649058 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2649510.500000 Penalty: 4925.778809
	Iteration 14Q: 3 clusters Score -2649510 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2649835.250000 Penalty: 4925.778809
	Iteration 15Q: 3 clusters Score -2649835 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2650104.750000 Penalty: 4925.778809
	Iteration 16Q: 3 clusters Score -2650105 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2650337.750000 Penalty: 4925.778809
	Iteration 17Q: 3 clusters Score -2650338 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2650508.250000 Penalty: 4925.778809
	Iteration 18Q: 3 clusters Score -2650508 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2650615.000000 Penalty: 4925.778809
	Iteration 19Q: 3 clusters Score -2650615 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2650699.750000 Penalty: 4925.778809
	Iteration 20F: 3 clusters Score -2650700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2650751.000000 Penalty: 4925.778809
	Iteration 21Q: 3 clusters Score -2650751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2650802.750000 Penalty: 4925.778809
	Iteration 22Q: 3 clusters Score -2650803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2650832.250000 Penalty: 4925.778809
	Iteration 23Q: 3 clusters Score -2650832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2650860.500000 Penalty: 4925.778809
	Iteration 24Q: 3 clusters Score -2650860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2650879.250000 Penalty: 4925.778809
	Iteration 25Q: 3 clusters Score -2650879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2650888.000000 Penalty: 4925.778809
	Iteration 26Q: 3 clusters Score -2650888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2650918.000000 Penalty: 4925.778809
	Iteration 27Q: 3 clusters Score -2650918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2650924.750000 Penalty: 4925.778809
	Iteration 28Q: 3 clusters Score -2650925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2650933.000000 Penalty: 4925.778809
	Iteration 29Q: 3 clusters Score -2650933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2650940.750000 Penalty: 4925.778809
	Iteration 30Q: 3 clusters Score -2650941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2650945.500000 Penalty: 4925.778809
	Iteration 31Q: 3 clusters Score -2650946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2650952.750000 Penalty: 4925.778809
	Iteration 32Q: 3 clusters Score -2650953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2650947.000000 Penalty: 4925.778809
	Iteration 33Q: 3 clusters Score -2650947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2650948.750000 Penalty: 4925.778809
	Iteration 34Q: 3 clusters Score -2650949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2650952.750000 Penalty: 4925.778809
	Iteration 35Q: 3 clusters Score -2650953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2650951.250000 Penalty: 4925.778809
	Iteration 36Q: 3 clusters Score -2650951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2650947.000000 Penalty: 4925.778809
	Iteration 37Q: 3 clusters Score -2650947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2650950.500000 Penalty: 4925.778809
	Iteration 38Q: 3 clusters Score -2650950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2650952.750000 Penalty: 4925.778809
	Iteration 39Q: 3 clusters Score -2650953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2650955.250000 Penalty: 4925.778809
	Iteration 40F: 3 clusters Score -2650955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2650956.750000 Penalty: 4925.778809
	Iteration 41Q: 3 clusters Score -2650957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2650956.000000 Penalty: 4925.778809
	Iteration 42Q: 3 clusters Score -2650956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2650956.000000 Penalty: 4925.778809
	Iteration 43F: 3 clusters Score -2650956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -156460.671875 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -156460.7 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 576 members 
Entering Unmasked Estep 
Score: -154384.703125 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -154384.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154659.421875 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -154659.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154737.046875 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -154737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154770.828125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -154770.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154785.281250 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -154785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154796.796875 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -154796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154803.328125 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -154803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154809.796875 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -154809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154818.015625 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -154818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154823.062500 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -154823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154826.578125 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -154826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154827.734375 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -154827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154827.734375 Penalty: 3501.996338
	Iteration 12F: 3 clusters Score -154827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Entering Unmasked Estep 
Score: -2412381.000000 Penalty: 2441.785889
	Iteration 0F: 2 clusters Score -2412381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2399046.500000 Penalty: 4883.571777
	Iteration 0F: 3 clusters Score -2399046 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2403673.000000 Penalty: 4883.571777
	Iteration 1F: 3 clusters Score -2403673 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2404292.250000 Penalty: 4883.571777
	Iteration 2F: 3 clusters Score -2404292 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2405055.250000 Penalty: 4883.571777
	Iteration 3F: 3 clusters Score -2405055 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2405916.000000 Penalty: 4883.571777
	Iteration 4F: 3 clusters Score -2405916 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2406875.500000 Penalty: 4883.571777
	Iteration 5F: 3 clusters Score -2406876 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2407845.750000 Penalty: 4883.571777
	Iteration 6F: 3 clusters Score -2407846 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2408788.750000 Penalty: 4883.571777
	Iteration 7F: 3 clusters Score -2408789 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2409562.500000 Penalty: 4883.571777
	Iteration 8F: 3 clusters Score -2409562 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2410105.000000 Penalty: 4883.571777
	Iteration 9Q: 3 clusters Score -2410105 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2410453.000000 Penalty: 4883.571777
	Iteration 10Q: 3 clusters Score -2410453 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2410655.000000 Penalty: 4883.571777
	Iteration 11Q: 3 clusters Score -2410655 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2410785.750000 Penalty: 4883.571777
	Iteration 12Q: 3 clusters Score -2410786 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2410882.500000 Penalty: 4883.571777
	Iteration 13Q: 3 clusters Score -2410882 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2410935.000000 Penalty: 4883.571777
	Iteration 14Q: 3 clusters Score -2410935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2410976.250000 Penalty: 4883.571777
	Iteration 15Q: 3 clusters Score -2410976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2411003.750000 Penalty: 4883.571777
	Iteration 16Q: 3 clusters Score -2411004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2411021.750000 Penalty: 4883.571777
	Iteration 17Q: 3 clusters Score -2411022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2411031.500000 Penalty: 4883.571777
	Iteration 18Q: 3 clusters Score -2411032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2411052.750000 Penalty: 4883.571777
	Iteration 19Q: 3 clusters Score -2411053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2411062.750000 Penalty: 4883.571777
	Iteration 20F: 3 clusters Score -2411063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2411067.250000 Penalty: 4883.571777
	Iteration 21Q: 3 clusters Score -2411067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2411072.750000 Penalty: 4883.571777
	Iteration 22Q: 3 clusters Score -2411073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2411078.500000 Penalty: 4883.571777
	Iteration 23Q: 3 clusters Score -2411078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2411086.000000 Penalty: 4883.571777
	Iteration 24Q: 3 clusters Score -2411086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2411092.250000 Penalty: 4883.571777
	Iteration 25Q: 3 clusters Score -2411092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2411096.500000 Penalty: 4883.571777
	Iteration 26Q: 3 clusters Score -2411096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2411093.750000 Penalty: 4883.571777
	Iteration 27Q: 3 clusters Score -2411094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2411096.500000 Penalty: 4883.571777
	Iteration 28Q: 3 clusters Score -2411096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2411093.000000 Penalty: 4883.571777
	Iteration 29Q: 3 clusters Score -2411093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2411094.250000 Penalty: 4883.571777
	Iteration 30Q: 3 clusters Score -2411094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2411094.500000 Penalty: 4883.571777
	Iteration 31Q: 3 clusters Score -2411094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2411096.250000 Penalty: 4883.571777
	Iteration 32Q: 3 clusters Score -2411096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2411093.500000 Penalty: 4883.571777
	Iteration 33Q: 3 clusters Score -2411094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2411097.500000 Penalty: 4883.571777
	Iteration 34Q: 3 clusters Score -2411098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2411096.000000 Penalty: 4883.571777
	Iteration 35Q: 3 clusters Score -2411096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2411099.000000 Penalty: 4883.571777
	Iteration 36Q: 3 clusters Score -2411099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2411102.000000 Penalty: 4883.571777
	Iteration 37Q: 3 clusters Score -2411102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2411103.000000 Penalty: 4883.571777
	Iteration 38Q: 3 clusters Score -2411103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2411100.750000 Penalty: 4883.571777
	Iteration 39Q: 3 clusters Score -2411101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2411104.250000 Penalty: 4883.571777
	Iteration 40F: 3 clusters Score -2411104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2411112.000000 Penalty: 4883.571777
	Iteration 41Q: 3 clusters Score -2411112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2411121.750000 Penalty: 4883.571777
	Iteration 42Q: 3 clusters Score -2411122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2411122.500000 Penalty: 4883.571777
	Iteration 43Q: 3 clusters Score -2411122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2411130.750000 Penalty: 4883.571777
	Iteration 44Q: 3 clusters Score -2411131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2411131.500000 Penalty: 4883.571777
	Iteration 45Q: 3 clusters Score -2411132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2411134.250000 Penalty: 4883.571777
	Iteration 46Q: 3 clusters Score -2411134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2411132.500000 Penalty: 4883.571777
	Iteration 47Q: 3 clusters Score -2411132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2411138.750000 Penalty: 4883.571777
	Iteration 48Q: 3 clusters Score -2411139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2411136.750000 Penalty: 4883.571777
	Iteration 49Q: 3 clusters Score -2411137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2411141.000000 Penalty: 4883.571777
	Iteration 50Q: 3 clusters Score -2411141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2411144.000000 Penalty: 4883.571777
	Iteration 51Q: 3 clusters Score -2411144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2411142.250000 Penalty: 4883.571777
	Iteration 52Q: 3 clusters Score -2411142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2411142.500000 Penalty: 4883.571777
	Iteration 53Q: 3 clusters Score -2411142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2411138.250000 Penalty: 4883.571777
	Iteration 54Q: 3 clusters Score -2411138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2411140.250000 Penalty: 4883.571777
	Iteration 55Q: 3 clusters Score -2411140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2411142.500000 Penalty: 4883.571777
	Iteration 56Q: 3 clusters Score -2411142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2411139.500000 Penalty: 4883.571777
	Iteration 57Q: 3 clusters Score -2411140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2411140.250000 Penalty: 4883.571777
	Iteration 58Q: 3 clusters Score -2411140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2411138.750000 Penalty: 4883.571777
	Iteration 59Q: 3 clusters Score -2411139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2411141.500000 Penalty: 4883.571777
	Iteration 60F: 3 clusters Score -2411142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2411144.750000 Penalty: 4883.571777
	Iteration 61Q: 3 clusters Score -2411145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2411144.250000 Penalty: 4883.571777
	Iteration 62Q: 3 clusters Score -2411144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2411147.500000 Penalty: 4883.571777
	Iteration 63Q: 3 clusters Score -2411148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2411145.000000 Penalty: 4883.571777
	Iteration 64Q: 3 clusters Score -2411145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2411143.250000 Penalty: 4883.571777
	Iteration 65Q: 3 clusters Score -2411143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2411152.250000 Penalty: 4883.571777
	Iteration 66Q: 3 clusters Score -2411152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2411149.250000 Penalty: 4883.571777
	Iteration 67Q: 3 clusters Score -2411149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2411150.250000 Penalty: 4883.571777
	Iteration 68Q: 3 clusters Score -2411150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2411153.000000 Penalty: 4883.571777
	Iteration 69Q: 3 clusters Score -2411153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2411152.500000 Penalty: 4883.571777
	Iteration 70Q: 3 clusters Score -2411152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2411154.250000 Penalty: 4883.571777
	Iteration 71Q: 3 clusters Score -2411154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2411159.250000 Penalty: 4883.571777
	Iteration 72Q: 3 clusters Score -2411159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2411161.500000 Penalty: 4883.571777
	Iteration 73Q: 3 clusters Score -2411162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2411162.000000 Penalty: 4883.571777
	Iteration 74Q: 3 clusters Score -2411162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2411162.000000 Penalty: 4883.571777
	Iteration 75Q: 3 clusters Score -2411162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2411167.750000 Penalty: 4883.571777
	Iteration 76Q: 3 clusters Score -2411168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2411165.000000 Penalty: 4883.571777
	Iteration 77Q: 3 clusters Score -2411165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2411159.250000 Penalty: 4883.571777
	Iteration 78Q: 3 clusters Score -2411159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2411165.750000 Penalty: 4883.571777
	Iteration 79Q: 3 clusters Score -2411166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2411167.250000 Penalty: 4883.571777
	Iteration 80F: 3 clusters Score -2411167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2411167.500000 Penalty: 4883.571777
	Iteration 81Q: 3 clusters Score -2411168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2411165.500000 Penalty: 4883.571777
	Iteration 82Q: 3 clusters Score -2411166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2411166.750000 Penalty: 4883.571777
	Iteration 83Q: 3 clusters Score -2411167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2411168.750000 Penalty: 4883.571777
	Iteration 84Q: 3 clusters Score -2411169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2411170.750000 Penalty: 4883.571777
	Iteration 85Q: 3 clusters Score -2411171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2411172.000000 Penalty: 4883.571777
	Iteration 86Q: 3 clusters Score -2411172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2411170.000000 Penalty: 4883.571777
	Iteration 87Q: 3 clusters Score -2411170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2411174.000000 Penalty: 4883.571777
	Iteration 88Q: 3 clusters Score -2411174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2411173.250000 Penalty: 4883.571777
	Iteration 89Q: 3 clusters Score -2411173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2411178.750000 Penalty: 4883.571777
	Iteration 90Q: 3 clusters Score -2411179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2411179.000000 Penalty: 4883.571777
	Iteration 91Q: 3 clusters Score -2411179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2411183.000000 Penalty: 4883.571777
	Iteration 92Q: 3 clusters Score -2411183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2411180.000000 Penalty: 4883.571777
	Iteration 93Q: 3 clusters Score -2411180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2411174.500000 Penalty: 4883.571777
	Iteration 94Q: 3 clusters Score -2411174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2411179.250000 Penalty: 4883.571777
	Iteration 95Q: 3 clusters Score -2411179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2411176.750000 Penalty: 4883.571777
	Iteration 96Q: 3 clusters Score -2411177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2411178.000000 Penalty: 4883.571777
	Iteration 97Q: 3 clusters Score -2411178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2411171.500000 Penalty: 4883.571777
	Iteration 98Q: 3 clusters Score -2411172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2411170.250000 Penalty: 4883.571777
	Iteration 99Q: 3 clusters Score -2411170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2411175.750000 Penalty: 4883.571777
	Iteration 100F: 3 clusters Score -2411176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2411173.750000 Penalty: 4883.571777
	Iteration 101Q: 3 clusters Score -2411174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2411178.750000 Penalty: 4883.571777
	Iteration 102Q: 3 clusters Score -2411179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2411179.500000 Penalty: 4883.571777
	Iteration 103Q: 3 clusters Score -2411180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2411181.250000 Penalty: 4883.571777
	Iteration 104Q: 3 clusters Score -2411181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2411184.750000 Penalty: 4883.571777
	Iteration 105Q: 3 clusters Score -2411185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2411187.500000 Penalty: 4883.571777
	Iteration 106Q: 3 clusters Score -2411188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2411187.000000 Penalty: 4883.571777
	Iteration 107Q: 3 clusters Score -2411187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2411186.750000 Penalty: 4883.571777
	Iteration 108Q: 3 clusters Score -2411187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2411193.500000 Penalty: 4883.571777
	Iteration 109Q: 3 clusters Score -2411194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2411191.750000 Penalty: 4883.571777
	Iteration 110Q: 3 clusters Score -2411192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2411191.250000 Penalty: 4883.571777
	Iteration 111Q: 3 clusters Score -2411191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2411193.500000 Penalty: 4883.571777
	Iteration 112Q: 3 clusters Score -2411194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2411191.750000 Penalty: 4883.571777
	Iteration 113Q: 3 clusters Score -2411192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2411191.000000 Penalty: 4883.571777
	Iteration 114Q: 3 clusters Score -2411191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2411191.000000 Penalty: 4883.571777
	Iteration 115F: 3 clusters Score -2411191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -60327.453125 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -60327.45 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 239 members 
Entering Unmasked Estep 
Score: -58798.609375 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -58798.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58933.816406 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -58933.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58970.710938 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -58970.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58986.753906 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -58986.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59001.101562 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -59001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59011.140625 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -59011.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59017.832031 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -59017.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59020.910156 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -59020.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59022.761719 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -59022.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59025.953125 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -59025.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59030.785156 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -59030.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59035.523438 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -59035.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59035.523438 Penalty: 3070.396484
	Iteration 12F: 3 clusters Score -59035.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Entering Unmasked Estep 
Score: -2804724.000000 Penalty: 2474.288818
	Iteration 0F: 2 clusters Score -2804724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2789666.500000 Penalty: 4948.577637
	Iteration 0F: 3 clusters Score -2789666 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2794948.500000 Penalty: 4948.577637
	Iteration 1F: 3 clusters Score -2794948 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2795561.500000 Penalty: 4948.577637
	Iteration 2F: 3 clusters Score -2795562 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2796218.500000 Penalty: 4948.577637
	Iteration 3F: 3 clusters Score -2796218 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2796893.000000 Penalty: 4948.577637
	Iteration 4F: 3 clusters Score -2796893 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2797602.000000 Penalty: 4948.577637
	Iteration 5F: 3 clusters Score -2797602 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2798330.750000 Penalty: 4948.577637
	Iteration 6F: 3 clusters Score -2798331 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2799056.750000 Penalty: 4948.577637
	Iteration 7F: 3 clusters Score -2799057 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2799896.750000 Penalty: 4948.577637
	Iteration 8F: 3 clusters Score -2799897 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2800753.250000 Penalty: 4948.577637
	Iteration 9F: 3 clusters Score -2800753 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2801528.750000 Penalty: 4948.577637
	Iteration 10Q: 3 clusters Score -2801529 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2802183.250000 Penalty: 4948.577637
	Iteration 11Q: 3 clusters Score -2802183 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2802619.500000 Penalty: 4948.577637
	Iteration 12Q: 3 clusters Score -2802620 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2802861.750000 Penalty: 4948.577637
	Iteration 13Q: 3 clusters Score -2802862 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2802970.250000 Penalty: 4948.577637
	Iteration 14Q: 3 clusters Score -2802970 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2803047.750000 Penalty: 4948.577637
	Iteration 15Q: 3 clusters Score -2803048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2803096.750000 Penalty: 4948.577637
	Iteration 16Q: 3 clusters Score -2803097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2803123.250000 Penalty: 4948.577637
	Iteration 17Q: 3 clusters Score -2803123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2803152.500000 Penalty: 4948.577637
	Iteration 18Q: 3 clusters Score -2803152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2803172.750000 Penalty: 4948.577637
	Iteration 19Q: 3 clusters Score -2803173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2803186.750000 Penalty: 4948.577637
	Iteration 20F: 3 clusters Score -2803187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2803200.500000 Penalty: 4948.577637
	Iteration 21Q: 3 clusters Score -2803200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2803214.750000 Penalty: 4948.577637
	Iteration 22Q: 3 clusters Score -2803215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2803225.750000 Penalty: 4948.577637
	Iteration 23Q: 3 clusters Score -2803226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2803230.750000 Penalty: 4948.577637
	Iteration 24Q: 3 clusters Score -2803231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2803242.250000 Penalty: 4948.577637
	Iteration 25Q: 3 clusters Score -2803242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2803254.250000 Penalty: 4948.577637
	Iteration 26Q: 3 clusters Score -2803254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2803259.500000 Penalty: 4948.577637
	Iteration 27Q: 3 clusters Score -2803260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2803263.750000 Penalty: 4948.577637
	Iteration 28Q: 3 clusters Score -2803264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2803272.750000 Penalty: 4948.577637
	Iteration 29Q: 3 clusters Score -2803273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2803277.750000 Penalty: 4948.577637
	Iteration 30Q: 3 clusters Score -2803278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2803284.250000 Penalty: 4948.577637
	Iteration 31Q: 3 clusters Score -2803284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2803282.000000 Penalty: 4948.577637
	Iteration 32Q: 3 clusters Score -2803282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2803283.500000 Penalty: 4948.577637
	Iteration 33Q: 3 clusters Score -2803284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2803288.500000 Penalty: 4948.577637
	Iteration 34Q: 3 clusters Score -2803288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2803290.250000 Penalty: 4948.577637
	Iteration 35Q: 3 clusters Score -2803290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2803296.750000 Penalty: 4948.577637
	Iteration 36Q: 3 clusters Score -2803297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2803298.750000 Penalty: 4948.577637
	Iteration 37Q: 3 clusters Score -2803299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2803306.000000 Penalty: 4948.577637
	Iteration 38Q: 3 clusters Score -2803306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2803309.500000 Penalty: 4948.577637
	Iteration 39Q: 3 clusters Score -2803310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2803318.250000 Penalty: 4948.577637
	Iteration 40F: 3 clusters Score -2803318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2803316.250000 Penalty: 4948.577637
	Iteration 41Q: 3 clusters Score -2803316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2803317.250000 Penalty: 4948.577637
	Iteration 42Q: 3 clusters Score -2803317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2803320.250000 Penalty: 4948.577637
	Iteration 43Q: 3 clusters Score -2803320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2803319.750000 Penalty: 4948.577637
	Iteration 44Q: 3 clusters Score -2803320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2803321.000000 Penalty: 4948.577637
	Iteration 45Q: 3 clusters Score -2803321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2803320.000000 Penalty: 4948.577637
	Iteration 46Q: 3 clusters Score -2803320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2803321.000000 Penalty: 4948.577637
	Iteration 47Q: 3 clusters Score -2803321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2803321.000000 Penalty: 4948.577637
	Iteration 48F: 3 clusters Score -2803321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -1351741.125000 Penalty: 2295.365234
	Iteration 0F: 2 clusters Score -1351741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1343785.500000 Penalty: 4590.730469
	Iteration 0F: 3 clusters Score -1343786 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1346378.625000 Penalty: 4590.730469
	Iteration 1F: 3 clusters Score -1346379 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1347174.875000 Penalty: 4590.730469
	Iteration 2F: 3 clusters Score -1347175 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1348038.375000 Penalty: 4590.730469
	Iteration 3F: 3 clusters Score -1348038 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1348861.750000 Penalty: 4590.730469
	Iteration 4F: 3 clusters Score -1348862 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1349536.750000 Penalty: 4590.730469
	Iteration 5F: 3 clusters Score -1349537 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1350036.625000 Penalty: 4590.730469
	Iteration 6F: 3 clusters Score -1350037 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1350359.750000 Penalty: 4590.730469
	Iteration 7Q: 3 clusters Score -1350360 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1350550.250000 Penalty: 4590.730469
	Iteration 8Q: 3 clusters Score -1350550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1350641.250000 Penalty: 4590.730469
	Iteration 9Q: 3 clusters Score -1350641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1350699.125000 Penalty: 4590.730469
	Iteration 10Q: 3 clusters Score -1350699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1350737.750000 Penalty: 4590.730469
	Iteration 11Q: 3 clusters Score -1350738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1350763.250000 Penalty: 4590.730469
	Iteration 12Q: 3 clusters Score -1350763 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1350775.000000 Penalty: 4590.730469
	Iteration 13Q: 3 clusters Score -1350775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1350784.000000 Penalty: 4590.730469
	Iteration 14Q: 3 clusters Score -1350784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1350788.125000 Penalty: 4590.730469
	Iteration 15Q: 3 clusters Score -1350788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1350796.875000 Penalty: 4590.730469
	Iteration 16Q: 3 clusters Score -1350797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1350798.625000 Penalty: 4590.730469
	Iteration 17Q: 3 clusters Score -1350799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1350804.000000 Penalty: 4590.730469
	Iteration 18Q: 3 clusters Score -1350804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1350810.125000 Penalty: 4590.730469
	Iteration 19Q: 3 clusters Score -1350810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1350814.125000 Penalty: 4590.730469
	Iteration 20F: 3 clusters Score -1350814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1350817.875000 Penalty: 4590.730469
	Iteration 21Q: 3 clusters Score -1350818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1350828.500000 Penalty: 4590.730469
	Iteration 22Q: 3 clusters Score -1350828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1350831.875000 Penalty: 4590.730469
	Iteration 23Q: 3 clusters Score -1350832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1350838.500000 Penalty: 4590.730469
	Iteration 24Q: 3 clusters Score -1350838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1350835.250000 Penalty: 4590.730469
	Iteration 25Q: 3 clusters Score -1350835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1350836.625000 Penalty: 4590.730469
	Iteration 26Q: 3 clusters Score -1350837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1350841.875000 Penalty: 4590.730469
	Iteration 27Q: 3 clusters Score -1350842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1350844.625000 Penalty: 4590.730469
	Iteration 28Q: 3 clusters Score -1350845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1350846.625000 Penalty: 4590.730469
	Iteration 29Q: 3 clusters Score -1350847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1350847.375000 Penalty: 4590.730469
	Iteration 30Q: 3 clusters Score -1350847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1350849.875000 Penalty: 4590.730469
	Iteration 31Q: 3 clusters Score -1350850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1350849.500000 Penalty: 4590.730469
	Iteration 32Q: 3 clusters Score -1350850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1350853.125000 Penalty: 4590.730469
	Iteration 33Q: 3 clusters Score -1350853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1350855.875000 Penalty: 4590.730469
	Iteration 34Q: 3 clusters Score -1350856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1350860.875000 Penalty: 4590.730469
	Iteration 35Q: 3 clusters Score -1350861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1350859.750000 Penalty: 4590.730469
	Iteration 36Q: 3 clusters Score -1350860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1350862.375000 Penalty: 4590.730469
	Iteration 37Q: 3 clusters Score -1350862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1350865.125000 Penalty: 4590.730469
	Iteration 38Q: 3 clusters Score -1350865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1350862.875000 Penalty: 4590.730469
	Iteration 39Q: 3 clusters Score -1350863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1350864.750000 Penalty: 4590.730469
	Iteration 40F: 3 clusters Score -1350865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1350865.125000 Penalty: 4590.730469
	Iteration 41Q: 3 clusters Score -1350865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1350865.500000 Penalty: 4590.730469
	Iteration 42Q: 3 clusters Score -1350866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1350866.500000 Penalty: 4590.730469
	Iteration 43Q: 3 clusters Score -1350866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1350869.125000 Penalty: 4590.730469
	Iteration 44Q: 3 clusters Score -1350869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1350870.250000 Penalty: 4590.730469
	Iteration 45Q: 3 clusters Score -1350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1350870.125000 Penalty: 4590.730469
	Iteration 46Q: 3 clusters Score -1350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1350870.500000 Penalty: 4590.730469
	Iteration 47Q: 3 clusters Score -1350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1350871.875000 Penalty: 4590.730469
	Iteration 48Q: 3 clusters Score -1350872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1350871.875000 Penalty: 4590.730469
	Iteration 49F: 3 clusters Score -1350872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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: -49411.386719 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49411.39 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49798.703125 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49798.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50031.035156 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -50031.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50198.402344 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -50198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50305.015625 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -50305.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50369.949219 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50369.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50406.753906 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50406.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50424.019531 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50424.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50435.804688 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50439.003906 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -50439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50439.003906 Penalty: 3064.260254
	Iteration 10F: 3 clusters Score -50439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Entering Unmasked Estep 
Score: -17522046.000000 Penalty: 2918.183594
	Iteration 0F: 2 clusters Score -1.752205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -17436682.000000 Penalty: 5836.367188
	Iteration 0F: 3 clusters Score -1.743668e+07 nChanged 61221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -17472266.000000 Penalty: 5836.367188
	Iteration 1F: 3 clusters Score -1.747227e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -17473030.000000 Penalty: 5836.367188
	Iteration 2Q: 3 clusters Score -1.747303e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -17474108.000000 Penalty: 5836.367188
	Iteration 3Q: 3 clusters Score -1.747411e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -17475762.000000 Penalty: 5836.367188
	Iteration 4Q: 3 clusters Score -1.747576e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -17478774.000000 Penalty: 5836.367188
	Iteration 5Q: 3 clusters Score -1.747877e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -17483990.000000 Penalty: 5836.367188
	Iteration 6F: 3 clusters Score -1.748399e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -17492796.000000 Penalty: 5836.367188
	Iteration 7F: 3 clusters Score -1.74928e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -17503710.000000 Penalty: 5836.367188
	Iteration 8F: 3 clusters Score -1.750371e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -17512964.000000 Penalty: 5836.367188
	Iteration 9F: 3 clusters Score -1.751296e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -17517382.000000 Penalty: 5836.367188
	Iteration 10Q: 3 clusters Score -1.751738e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 128281 members 
Entering Unmasked Estep 
Score: -17518692.000000 Penalty: 5836.367188
	Iteration 11Q: 3 clusters Score -1.751869e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 128636 members 
Entering Unmasked Estep 
Score: -17519158.000000 Penalty: 5836.367188
	Iteration 12Q: 3 clusters Score -1.751916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 128698 members 
Entering Unmasked Estep 
Score: -17519294.000000 Penalty: 5836.367188
	Iteration 13Q: 3 clusters Score -1.751929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128717 members 
Entering Unmasked Estep 
Score: -17519336.000000 Penalty: 5836.367188
	Iteration 14Q: 3 clusters Score -1.751934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -17519356.000000 Penalty: 5836.367188
	Iteration 15Q: 3 clusters Score -1.751936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -17519368.000000 Penalty: 5836.367188
	Iteration 16Q: 3 clusters Score -1.751937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128729 members 
Entering Unmasked Estep 
Score: -17519388.000000 Penalty: 5836.367188
	Iteration 17Q: 3 clusters Score -1.751939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 128731 members 
Entering Unmasked Estep 
Score: -17519388.000000 Penalty: 5836.367188
	Iteration 18Q: 3 clusters Score -1.751939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128732 members 
Entering Unmasked Estep 
Score: -17519388.000000 Penalty: 5836.367188
	Iteration 19Q: 3 clusters Score -1.751939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -17519392.000000 Penalty: 5836.367188
	Iteration 20F: 3 clusters Score -1.751939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1590729.500000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1590730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1582030.625000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1582031 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1584679.125000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1584679 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1584961.375000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1584961 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1585144.125000 Penalty: 4643.183594
	Iteration 3Q: 3 clusters Score -1585144 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1585290.375000 Penalty: 4643.183594
	Iteration 4Q: 3 clusters Score -1585290 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1585444.000000 Penalty: 4643.183594
	Iteration 5Q: 3 clusters Score -1585444 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1585597.875000 Penalty: 4643.183594
	Iteration 6Q: 3 clusters Score -1585598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1585757.375000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1585757 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1585949.750000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1585950 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1586183.125000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1586183 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1586467.750000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1586468 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1586793.500000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1586794 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1587149.500000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1587150 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1587493.125000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1587493 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1587821.875000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1587822 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1588076.125000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1588076 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1588270.625000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1588271 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1588398.125000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1588398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1588491.875000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1588492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1588556.250000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1588556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1588601.625000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1588602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1588647.250000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1588647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1588679.000000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1588679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1588706.375000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1588706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1588724.875000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1588725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1588731.375000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1588731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1588739.875000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1588740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1588747.750000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1588748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1588750.625000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1588751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1588751.625000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1588752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1588751.625000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1588752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1588758.625000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1588759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1588762.625000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1588763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1588765.500000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1588766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1588763.125000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1588763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1588764.500000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1588764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1588765.500000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1588766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1588767.125000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1588767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1588767.000000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1588767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1588769.125000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1588769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1588770.000000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1588770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1588772.000000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1588772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1588774.125000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1588774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1588774.125000 Penalty: 4643.183594
	Iteration 43F: 3 clusters Score -1588774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -306245.625000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -306245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -303431.718750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -303431.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -303947.281250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -303947.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -304089.656250 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -304089.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -304161.812500 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -304161.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -304207.500000 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -304207.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -304235.343750 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -304235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -304245.406250 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -304245.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -304253.000000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -304253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -304258.406250 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -304258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -304262.406250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -304262.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -304265.281250 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -304265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -304271.156250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -304271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -304275.812500 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -304275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -304280.375000 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -304280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -304282.968750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -304283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -304287.093750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -304287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -304289.531250 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -304289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -304292.593750 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -304292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -304299.468750 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -304299.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -304304.593750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -304304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -304306.156250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -304306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -304307.750000 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -304307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -304308.437500 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -304308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -304308.437500 Penalty: 3838.722168
	Iteration 23F: 3 clusters Score -304308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58723.105469 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58723.11 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59063.644531 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -59063.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59319.007812 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59319.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59501.085938 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -59501.09 nChanged 13
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: -59575.808594 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59575.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59608.363281 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59608.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59611.328125 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59611.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59611.328125 Penalty: 3081.452637
	Iteration 7F: 3 clusters Score -59611.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Entering Unmasked Estep 
Score: -3304592.250000 Penalty: 2501.796875
	Iteration 0F: 2 clusters Score -3304592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3287918.500000 Penalty: 5003.593750
	Iteration 0F: 3 clusters Score -3287918 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3293487.500000 Penalty: 5003.593750
	Iteration 1F: 3 clusters Score -3293488 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3293912.500000 Penalty: 5003.593750
	Iteration 2Q: 3 clusters Score -3293912 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3294269.250000 Penalty: 5003.593750
	Iteration 3Q: 3 clusters Score -3294269 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3294608.000000 Penalty: 5003.593750
	Iteration 4Q: 3 clusters Score -3294608 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3294994.500000 Penalty: 5003.593750
	Iteration 5Q: 3 clusters Score -3294994 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3295472.000000 Penalty: 5003.593750
	Iteration 6Q: 3 clusters Score -3295472 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3296062.750000 Penalty: 5003.593750
	Iteration 7Q: 3 clusters Score -3296063 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3296842.750000 Penalty: 5003.593750
	Iteration 8F: 3 clusters Score -3296843 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3297787.000000 Penalty: 5003.593750
	Iteration 9F: 3 clusters Score -3297787 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3298936.750000 Penalty: 5003.593750
	Iteration 10F: 3 clusters Score -3298937 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3300044.250000 Penalty: 5003.593750
	Iteration 11F: 3 clusters Score -3300044 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3300829.250000 Penalty: 5003.593750
	Iteration 12Q: 3 clusters Score -3300829 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3301197.000000 Penalty: 5003.593750
	Iteration 13Q: 3 clusters Score -3301197 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3301392.250000 Penalty: 5003.593750
	Iteration 14Q: 3 clusters Score -3301392 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3301503.750000 Penalty: 5003.593750
	Iteration 15Q: 3 clusters Score -3301504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3301585.500000 Penalty: 5003.593750
	Iteration 16Q: 3 clusters Score -3301586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3301630.000000 Penalty: 5003.593750
	Iteration 17Q: 3 clusters Score -3301630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3301685.750000 Penalty: 5003.593750
	Iteration 18Q: 3 clusters Score -3301686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3301726.250000 Penalty: 5003.593750
	Iteration 19Q: 3 clusters Score -3301726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3301760.250000 Penalty: 5003.593750
	Iteration 20F: 3 clusters Score -3301760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3301787.250000 Penalty: 5003.593750
	Iteration 21Q: 3 clusters Score -3301787 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3301814.750000 Penalty: 5003.593750
	Iteration 22Q: 3 clusters Score -3301815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3301839.750000 Penalty: 5003.593750
	Iteration 23Q: 3 clusters Score -3301840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3301866.250000 Penalty: 5003.593750
	Iteration 24Q: 3 clusters Score -3301866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3301887.000000 Penalty: 5003.593750
	Iteration 25Q: 3 clusters Score -3301887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3301905.750000 Penalty: 5003.593750
	Iteration 26Q: 3 clusters Score -3301906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3301944.000000 Penalty: 5003.593750
	Iteration 27Q: 3 clusters Score -3301944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3301968.000000 Penalty: 5003.593750
	Iteration 28Q: 3 clusters Score -3301968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3301988.500000 Penalty: 5003.593750
	Iteration 29Q: 3 clusters Score -3301988 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3302023.500000 Penalty: 5003.593750
	Iteration 30Q: 3 clusters Score -3302024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3302055.500000 Penalty: 5003.593750
	Iteration 31Q: 3 clusters Score -3302056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3302067.750000 Penalty: 5003.593750
	Iteration 32Q: 3 clusters Score -3302068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3302082.750000 Penalty: 5003.593750
	Iteration 33Q: 3 clusters Score -3302083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3302094.250000 Penalty: 5003.593750
	Iteration 34Q: 3 clusters Score -3302094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3302117.750000 Penalty: 5003.593750
	Iteration 35Q: 3 clusters Score -3302118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3302129.500000 Penalty: 5003.593750
	Iteration 36Q: 3 clusters Score -3302130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3302159.500000 Penalty: 5003.593750
	Iteration 37Q: 3 clusters Score -3302160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3302172.000000 Penalty: 5003.593750
	Iteration 38Q: 3 clusters Score -3302172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3302177.750000 Penalty: 5003.593750
	Iteration 39Q: 3 clusters Score -3302178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3302185.000000 Penalty: 5003.593750
	Iteration 40F: 3 clusters Score -3302185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3302196.750000 Penalty: 5003.593750
	Iteration 41Q: 3 clusters Score -3302197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3302205.000000 Penalty: 5003.593750
	Iteration 42Q: 3 clusters Score -3302205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3302208.750000 Penalty: 5003.593750
	Iteration 43Q: 3 clusters Score -3302209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3302216.750000 Penalty: 5003.593750
	Iteration 44Q: 3 clusters Score -3302217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3302223.500000 Penalty: 5003.593750
	Iteration 45Q: 3 clusters Score -3302224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3302222.750000 Penalty: 5003.593750
	Iteration 46Q: 3 clusters Score -3302223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3302221.500000 Penalty: 5003.593750
	Iteration 47Q: 3 clusters Score -3302222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3302227.250000 Penalty: 5003.593750
	Iteration 48Q: 3 clusters Score -3302227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3302233.250000 Penalty: 5003.593750
	Iteration 49Q: 3 clusters Score -3302233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3302241.000000 Penalty: 5003.593750
	Iteration 50Q: 3 clusters Score -3302241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3302241.250000 Penalty: 5003.593750
	Iteration 51Q: 3 clusters Score -3302241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3302245.000000 Penalty: 5003.593750
	Iteration 52Q: 3 clusters Score -3302245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3302245.250000 Penalty: 5003.593750
	Iteration 53Q: 3 clusters Score -3302245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3302250.500000 Penalty: 5003.593750
	Iteration 54Q: 3 clusters Score -3302250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3302255.500000 Penalty: 5003.593750
	Iteration 55Q: 3 clusters Score -3302256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3302264.000000 Penalty: 5003.593750
	Iteration 56Q: 3 clusters Score -3302264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3302272.750000 Penalty: 5003.593750
	Iteration 57Q: 3 clusters Score -3302273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3302272.750000 Penalty: 5003.593750
	Iteration 58Q: 3 clusters Score -3302273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3302278.000000 Penalty: 5003.593750
	Iteration 59Q: 3 clusters Score -3302278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3302276.000000 Penalty: 5003.593750
	Iteration 60F: 3 clusters Score -3302276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3302283.250000 Penalty: 5003.593750
	Iteration 61Q: 3 clusters Score -3302283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3302287.000000 Penalty: 5003.593750
	Iteration 62Q: 3 clusters Score -3302287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3302297.000000 Penalty: 5003.593750
	Iteration 63Q: 3 clusters Score -3302297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3302302.500000 Penalty: 5003.593750
	Iteration 64Q: 3 clusters Score -3302302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3302309.000000 Penalty: 5003.593750
	Iteration 65Q: 3 clusters Score -3302309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3302316.000000 Penalty: 5003.593750
	Iteration 66Q: 3 clusters Score -3302316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3302319.250000 Penalty: 5003.593750
	Iteration 67Q: 3 clusters Score -3302319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3302333.750000 Penalty: 5003.593750
	Iteration 68Q: 3 clusters Score -3302334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3302338.500000 Penalty: 5003.593750
	Iteration 69Q: 3 clusters Score -3302338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3302347.750000 Penalty: 5003.593750
	Iteration 70Q: 3 clusters Score -3302348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3302353.500000 Penalty: 5003.593750
	Iteration 71Q: 3 clusters Score -3302354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3302367.250000 Penalty: 5003.593750
	Iteration 72Q: 3 clusters Score -3302367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3302372.500000 Penalty: 5003.593750
	Iteration 73Q: 3 clusters Score -3302372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3302378.000000 Penalty: 5003.593750
	Iteration 74Q: 3 clusters Score -3302378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3302378.250000 Penalty: 5003.593750
	Iteration 75Q: 3 clusters Score -3302378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3302383.750000 Penalty: 5003.593750
	Iteration 76Q: 3 clusters Score -3302384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3302386.000000 Penalty: 5003.593750
	Iteration 77Q: 3 clusters Score -3302386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3302384.000000 Penalty: 5003.593750
	Iteration 78Q: 3 clusters Score -3302384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3302388.250000 Penalty: 5003.593750
	Iteration 79Q: 3 clusters Score -3302388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3302398.250000 Penalty: 5003.593750
	Iteration 80F: 3 clusters Score -3302398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3302403.250000 Penalty: 5003.593750
	Iteration 81Q: 3 clusters Score -3302403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3302412.750000 Penalty: 5003.593750
	Iteration 82Q: 3 clusters Score -3302413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3302413.750000 Penalty: 5003.593750
	Iteration 83Q: 3 clusters Score -3302414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3302419.250000 Penalty: 5003.593750
	Iteration 84Q: 3 clusters Score -3302419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3302425.000000 Penalty: 5003.593750
	Iteration 85Q: 3 clusters Score -3302425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3302427.250000 Penalty: 5003.593750
	Iteration 86Q: 3 clusters Score -3302427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3302433.500000 Penalty: 5003.593750
	Iteration 87Q: 3 clusters Score -3302434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3302437.000000 Penalty: 5003.593750
	Iteration 88Q: 3 clusters Score -3302437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3302441.250000 Penalty: 5003.593750
	Iteration 89Q: 3 clusters Score -3302441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3302439.250000 Penalty: 5003.593750
	Iteration 90Q: 3 clusters Score -3302439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3302443.250000 Penalty: 5003.593750
	Iteration 91Q: 3 clusters Score -3302443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3302451.000000 Penalty: 5003.593750
	Iteration 92Q: 3 clusters Score -3302451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3302457.500000 Penalty: 5003.593750
	Iteration 93Q: 3 clusters Score -3302458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3302454.250000 Penalty: 5003.593750
	Iteration 94Q: 3 clusters Score -3302454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3302453.250000 Penalty: 5003.593750
	Iteration 95Q: 3 clusters Score -3302453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3302454.000000 Penalty: 5003.593750
	Iteration 96Q: 3 clusters Score -3302454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3302452.500000 Penalty: 5003.593750
	Iteration 97Q: 3 clusters Score -3302452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3302460.500000 Penalty: 5003.593750
	Iteration 98Q: 3 clusters Score -3302460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3302463.000000 Penalty: 5003.593750
	Iteration 99Q: 3 clusters Score -3302463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3302461.000000 Penalty: 5003.593750
	Iteration 100F: 3 clusters Score -3302461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3302457.500000 Penalty: 5003.593750
	Iteration 101Q: 3 clusters Score -3302458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3302459.500000 Penalty: 5003.593750
	Iteration 102Q: 3 clusters Score -3302460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3302459.500000 Penalty: 5003.593750
	Iteration 103F: 3 clusters Score -3302460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Entering Unmasked Estep 
Score: -9495978.000000 Penalty: 2773.108887
	Iteration 0F: 2 clusters Score -9495978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -9448188.000000 Penalty: 5546.217773
	Iteration 0F: 3 clusters Score -9448188 nChanged 33602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -9467066.000000 Penalty: 5546.217773
	Iteration 1F: 3 clusters Score -9467066 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -9467855.000000 Penalty: 5546.217773
	Iteration 2Q: 3 clusters Score -9467855 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -9468968.000000 Penalty: 5546.217773
	Iteration 3Q: 3 clusters Score -9468968 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -9470810.000000 Penalty: 5546.217773
	Iteration 4Q: 3 clusters Score -9470810 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -9473797.000000 Penalty: 5546.217773
	Iteration 5F: 3 clusters Score -9473797 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -9478445.000000 Penalty: 5546.217773
	Iteration 6F: 3 clusters Score -9478445 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -9484326.000000 Penalty: 5546.217773
	Iteration 7F: 3 clusters Score -9484326 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9489324.000000 Penalty: 5546.217773
	Iteration 8F: 3 clusters Score -9489324 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -9492015.000000 Penalty: 5546.217773
	Iteration 9Q: 3 clusters Score -9492015 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -9493008.000000 Penalty: 5546.217773
	Iteration 10Q: 3 clusters Score -9493008 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9493304.000000 Penalty: 5546.217773
	Iteration 11Q: 3 clusters Score -9493304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -9493405.000000 Penalty: 5546.217773
	Iteration 12Q: 3 clusters Score -9493405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9493457.000000 Penalty: 5546.217773
	Iteration 13Q: 3 clusters Score -9493457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -9493497.000000 Penalty: 5546.217773
	Iteration 14Q: 3 clusters Score -9493497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -9493506.000000 Penalty: 5546.217773
	Iteration 15Q: 3 clusters Score -9493506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -9493515.000000 Penalty: 5546.217773
	Iteration 16Q: 3 clusters Score -9493515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -9493514.000000 Penalty: 5546.217773
	Iteration 17Q: 3 clusters Score -9493514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -9493517.000000 Penalty: 5546.217773
	Iteration 18Q: 3 clusters Score -9493517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -9493517.000000 Penalty: 5546.217773
	Iteration 19F: 3 clusters Score -9493517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -550480.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -550480.6 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 1991 members 
Entering Unmasked Estep 
Score: -546599.187500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -546599.2 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -547414.250000 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -547414.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -547556.937500 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -547556.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -547641.375000 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -547641.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -547691.562500 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -547691.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -547719.312500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -547719.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -547745.562500 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -547745.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -547773.125000 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -547773.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -547793.437500 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -547793.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -547810.187500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -547810.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -547827.000000 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -547827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -547841.750000 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -547841.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -547852.437500 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -547852.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -547860.812500 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -547860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -547869.187500 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -547869.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -547877.687500 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -547877.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -547886.000000 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -547886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -547892.250000 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -547892.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -547899.312500 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -547899.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -547909.062500 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -547909.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -547915.437500 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -547915.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -547921.625000 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -547921.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -547925.625000 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -547925.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -547932.000000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -547932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -547937.062500 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -547937.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -547941.500000 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -547941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -547945.062500 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -547945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -547945.625000 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -547945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -547947.812500 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -547947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -547951.375000 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -547951.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -547956.687500 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -547956.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -547961.437500 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -547961.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -547968.062500 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -547968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -547969.875000 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -547969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -547971.687500 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -547971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -547971.375000 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -547971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -547971.375000 Penalty: 4105.974609
	Iteration 36F: 3 clusters Score -547971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Entering Unmasked Estep 
Score: -1329044.000000 Penalty: 2313.947021
	Iteration 0F: 2 clusters Score -1329044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1320495.250000 Penalty: 4627.894043
	Iteration 0F: 3 clusters Score -1320495 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1323412.875000 Penalty: 4627.894043
	Iteration 1F: 3 clusters Score -1323413 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1324322.375000 Penalty: 4627.894043
	Iteration 2F: 3 clusters Score -1324322 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1325206.000000 Penalty: 4627.894043
	Iteration 3F: 3 clusters Score -1325206 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1325961.000000 Penalty: 4627.894043
	Iteration 4F: 3 clusters Score -1325961 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1326542.375000 Penalty: 4627.894043
	Iteration 5F: 3 clusters Score -1326542 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1326928.625000 Penalty: 4627.894043
	Iteration 6F: 3 clusters Score -1326929 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1327215.875000 Penalty: 4627.894043
	Iteration 7Q: 3 clusters Score -1327216 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1327408.750000 Penalty: 4627.894043
	Iteration 8Q: 3 clusters Score -1327409 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1327518.000000 Penalty: 4627.894043
	Iteration 9Q: 3 clusters Score -1327518 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1327603.250000 Penalty: 4627.894043
	Iteration 10Q: 3 clusters Score -1327603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1327655.250000 Penalty: 4627.894043
	Iteration 11Q: 3 clusters Score -1327655 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1327704.125000 Penalty: 4627.894043
	Iteration 12Q: 3 clusters Score -1327704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1327739.375000 Penalty: 4627.894043
	Iteration 13Q: 3 clusters Score -1327739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1327767.250000 Penalty: 4627.894043
	Iteration 14Q: 3 clusters Score -1327767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1327787.375000 Penalty: 4627.894043
	Iteration 15Q: 3 clusters Score -1327787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1327804.875000 Penalty: 4627.894043
	Iteration 16Q: 3 clusters Score -1327805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1327812.750000 Penalty: 4627.894043
	Iteration 17Q: 3 clusters Score -1327813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1327821.250000 Penalty: 4627.894043
	Iteration 18Q: 3 clusters Score -1327821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1327823.875000 Penalty: 4627.894043
	Iteration 19Q: 3 clusters Score -1327824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1327825.250000 Penalty: 4627.894043
	Iteration 20F: 3 clusters Score -1327825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1327828.000000 Penalty: 4627.894043
	Iteration 21Q: 3 clusters Score -1327828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1327825.500000 Penalty: 4627.894043
	Iteration 22Q: 3 clusters Score -1327826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1327824.875000 Penalty: 4627.894043
	Iteration 23Q: 3 clusters Score -1327825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1327825.125000 Penalty: 4627.894043
	Iteration 24Q: 3 clusters Score -1327825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1327824.375000 Penalty: 4627.894043
	Iteration 25Q: 3 clusters Score -1327824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1327824.250000 Penalty: 4627.894043
	Iteration 26Q: 3 clusters Score -1327824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1327832.000000 Penalty: 4627.894043
	Iteration 27Q: 3 clusters Score -1327832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1327833.125000 Penalty: 4627.894043
	Iteration 28Q: 3 clusters Score -1327833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1327834.375000 Penalty: 4627.894043
	Iteration 29Q: 3 clusters Score -1327834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1327839.500000 Penalty: 4627.894043
	Iteration 30Q: 3 clusters Score -1327840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1327842.000000 Penalty: 4627.894043
	Iteration 31Q: 3 clusters Score -1327842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1327841.000000 Penalty: 4627.894043
	Iteration 32Q: 3 clusters Score -1327841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1327844.125000 Penalty: 4627.894043
	Iteration 33Q: 3 clusters Score -1327844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1327844.375000 Penalty: 4627.894043
	Iteration 34Q: 3 clusters Score -1327844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1327840.625000 Penalty: 4627.894043
	Iteration 35Q: 3 clusters Score -1327841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1327839.875000 Penalty: 4627.894043
	Iteration 36Q: 3 clusters Score -1327840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1327840.750000 Penalty: 4627.894043
	Iteration 37Q: 3 clusters Score -1327841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1327840.750000 Penalty: 4627.894043
	Iteration 38F: 3 clusters Score -1327841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Entering Unmasked Estep 
Score: -6329205.000000 Penalty: 2664.602539
	Iteration 0F: 2 clusters Score -6329205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -6297878.500000 Penalty: 5329.205078
	Iteration 0F: 3 clusters Score -6297878 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -6310011.000000 Penalty: 5329.205078
	Iteration 1F: 3 clusters Score -6310011 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6310763.000000 Penalty: 5329.205078
	Iteration 2Q: 3 clusters Score -6310763 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -6311487.000000 Penalty: 5329.205078
	Iteration 3Q: 3 clusters Score -6311487 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -6312366.000000 Penalty: 5329.205078
	Iteration 4Q: 3 clusters Score -6312366 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -6313360.000000 Penalty: 5329.205078
	Iteration 5Q: 3 clusters Score -6313360 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6314593.000000 Penalty: 5329.205078
	Iteration 6Q: 3 clusters Score -6314593 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -6316053.000000 Penalty: 5329.205078
	Iteration 7F: 3 clusters Score -6316053 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6317863.000000 Penalty: 5329.205078
	Iteration 8F: 3 clusters Score -6317863 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -6319330.500000 Penalty: 5329.205078
	Iteration 9F: 3 clusters Score -6319330 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -6320215.500000 Penalty: 5329.205078
	Iteration 10Q: 3 clusters Score -6320216 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -6320631.500000 Penalty: 5329.205078
	Iteration 11Q: 3 clusters Score -6320632 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -6320870.500000 Penalty: 5329.205078
	Iteration 12Q: 3 clusters Score -6320870 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6321022.500000 Penalty: 5329.205078
	Iteration 13Q: 3 clusters Score -6321022 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -6321212.000000 Penalty: 5329.205078
	Iteration 14Q: 3 clusters Score -6321212 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6321398.000000 Penalty: 5329.205078
	Iteration 15Q: 3 clusters Score -6321398 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -6321564.000000 Penalty: 5329.205078
	Iteration 16Q: 3 clusters Score -6321564 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -6321710.500000 Penalty: 5329.205078
	Iteration 17Q: 3 clusters Score -6321710 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -6321898.500000 Penalty: 5329.205078
	Iteration 18Q: 3 clusters Score -6321898 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6322102.500000 Penalty: 5329.205078
	Iteration 19Q: 3 clusters Score -6322102 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6322263.000000 Penalty: 5329.205078
	Iteration 20F: 3 clusters Score -6322263 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -6322467.500000 Penalty: 5329.205078
	Iteration 21Q: 3 clusters Score -6322468 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -6322658.000000 Penalty: 5329.205078
	Iteration 22Q: 3 clusters Score -6322658 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -6322798.500000 Penalty: 5329.205078
	Iteration 23Q: 3 clusters Score -6322798 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -6322947.000000 Penalty: 5329.205078
	Iteration 24Q: 3 clusters Score -6322947 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6323132.500000 Penalty: 5329.205078
	Iteration 25Q: 3 clusters Score -6323132 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -6323229.500000 Penalty: 5329.205078
	Iteration 26Q: 3 clusters Score -6323230 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -6323336.500000 Penalty: 5329.205078
	Iteration 27Q: 3 clusters Score -6323336 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -6323507.500000 Penalty: 5329.205078
	Iteration 28Q: 3 clusters Score -6323508 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6323638.000000 Penalty: 5329.205078
	Iteration 29Q: 3 clusters Score -6323638 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -6323742.500000 Penalty: 5329.205078
	Iteration 30Q: 3 clusters Score -6323742 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -6323867.000000 Penalty: 5329.205078
	Iteration 31Q: 3 clusters Score -6323867 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -6323963.000000 Penalty: 5329.205078
	Iteration 32Q: 3 clusters Score -6323963 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -6324048.500000 Penalty: 5329.205078
	Iteration 33Q: 3 clusters Score -6324048 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -6324176.000000 Penalty: 5329.205078
	Iteration 34Q: 3 clusters Score -6324176 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -6324306.000000 Penalty: 5329.205078
	Iteration 35Q: 3 clusters Score -6324306 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -6324410.000000 Penalty: 5329.205078
	Iteration 36Q: 3 clusters Score -6324410 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -6324525.000000 Penalty: 5329.205078
	Iteration 37Q: 3 clusters Score -6324525 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -6324613.500000 Penalty: 5329.205078
	Iteration 38Q: 3 clusters Score -6324614 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -6324752.500000 Penalty: 5329.205078
	Iteration 39Q: 3 clusters Score -6324752 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -6324870.500000 Penalty: 5329.205078
	Iteration 40F: 3 clusters Score -6324870 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -6324987.500000 Penalty: 5329.205078
	Iteration 41Q: 3 clusters Score -6324988 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -6325092.000000 Penalty: 5329.205078
	Iteration 42Q: 3 clusters Score -6325092 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -6325203.500000 Penalty: 5329.205078
	Iteration 43Q: 3 clusters Score -6325204 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -6325334.000000 Penalty: 5329.205078
	Iteration 44Q: 3 clusters Score -6325334 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -6325466.500000 Penalty: 5329.205078
	Iteration 45Q: 3 clusters Score -6325466 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6325571.500000 Penalty: 5329.205078
	Iteration 46Q: 3 clusters Score -6325572 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -6325664.000000 Penalty: 5329.205078
	Iteration 47Q: 3 clusters Score -6325664 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6325769.500000 Penalty: 5329.205078
	Iteration 48Q: 3 clusters Score -6325770 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -6325888.000000 Penalty: 5329.205078
	Iteration 49Q: 3 clusters Score -6325888 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -6326006.500000 Penalty: 5329.205078
	Iteration 50Q: 3 clusters Score -6326006 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -6326131.000000 Penalty: 5329.205078
	Iteration 51Q: 3 clusters Score -6326131 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6326216.500000 Penalty: 5329.205078
	Iteration 52Q: 3 clusters Score -6326216 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6326288.500000 Penalty: 5329.205078
	Iteration 53Q: 3 clusters Score -6326288 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6326339.500000 Penalty: 5329.205078
	Iteration 54Q: 3 clusters Score -6326340 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6326425.000000 Penalty: 5329.205078
	Iteration 55Q: 3 clusters Score -6326425 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6326496.500000 Penalty: 5329.205078
	Iteration 56Q: 3 clusters Score -6326496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6326577.000000 Penalty: 5329.205078
	Iteration 57Q: 3 clusters Score -6326577 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6326623.500000 Penalty: 5329.205078
	Iteration 58Q: 3 clusters Score -6326624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6326702.500000 Penalty: 5329.205078
	Iteration 59Q: 3 clusters Score -6326702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6326765.000000 Penalty: 5329.205078
	Iteration 60F: 3 clusters Score -6326765 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6326805.500000 Penalty: 5329.205078
	Iteration 61Q: 3 clusters Score -6326806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6326849.500000 Penalty: 5329.205078
	Iteration 62Q: 3 clusters Score -6326850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6326871.500000 Penalty: 5329.205078
	Iteration 63Q: 3 clusters Score -6326872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6326889.000000 Penalty: 5329.205078
	Iteration 64Q: 3 clusters Score -6326889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6326914.000000 Penalty: 5329.205078
	Iteration 65Q: 3 clusters Score -6326914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6326931.500000 Penalty: 5329.205078
	Iteration 66Q: 3 clusters Score -6326932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6326945.000000 Penalty: 5329.205078
	Iteration 67Q: 3 clusters Score -6326945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6326962.000000 Penalty: 5329.205078
	Iteration 68Q: 3 clusters Score -6326962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6326973.500000 Penalty: 5329.205078
	Iteration 69Q: 3 clusters Score -6326974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6326991.000000 Penalty: 5329.205078
	Iteration 70Q: 3 clusters Score -6326991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6326996.000000 Penalty: 5329.205078
	Iteration 71Q: 3 clusters Score -6326996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6326984.000000 Penalty: 5329.205078
	Iteration 72Q: 3 clusters Score -6326984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6327011.500000 Penalty: 5329.205078
	Iteration 73Q: 3 clusters Score -6327012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6327009.000000 Penalty: 5329.205078
	Iteration 74Q: 3 clusters Score -6327009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6327019.000000 Penalty: 5329.205078
	Iteration 75Q: 3 clusters Score -6327019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6327024.000000 Penalty: 5329.205078
	Iteration 76Q: 3 clusters Score -6327024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6327027.000000 Penalty: 5329.205078
	Iteration 77Q: 3 clusters Score -6327027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6327047.500000 Penalty: 5329.205078
	Iteration 78Q: 3 clusters Score -6327048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6327044.000000 Penalty: 5329.205078
	Iteration 79Q: 3 clusters Score -6327044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6327057.000000 Penalty: 5329.205078
	Iteration 80F: 3 clusters Score -6327057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6327066.000000 Penalty: 5329.205078
	Iteration 81Q: 3 clusters Score -6327066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6327063.000000 Penalty: 5329.205078
	Iteration 82Q: 3 clusters Score -6327063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6327079.000000 Penalty: 5329.205078
	Iteration 83Q: 3 clusters Score -6327079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6327090.500000 Penalty: 5329.205078
	Iteration 84Q: 3 clusters Score -6327090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6327090.500000 Penalty: 5329.205078
	Iteration 85Q: 3 clusters Score -6327090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6327098.000000 Penalty: 5329.205078
	Iteration 86Q: 3 clusters Score -6327098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6327095.500000 Penalty: 5329.205078
	Iteration 87Q: 3 clusters Score -6327096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6327107.500000 Penalty: 5329.205078
	Iteration 88Q: 3 clusters Score -6327108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6327104.500000 Penalty: 5329.205078
	Iteration 89Q: 3 clusters Score -6327104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6327103.000000 Penalty: 5329.205078
	Iteration 90Q: 3 clusters Score -6327103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6327107.000000 Penalty: 5329.205078
	Iteration 91Q: 3 clusters Score -6327107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6327104.500000 Penalty: 5329.205078
	Iteration 92Q: 3 clusters Score -6327104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6327101.500000 Penalty: 5329.205078
	Iteration 93Q: 3 clusters Score -6327102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6327102.500000 Penalty: 5329.205078
	Iteration 94Q: 3 clusters Score -6327102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6327111.500000 Penalty: 5329.205078
	Iteration 95Q: 3 clusters Score -6327112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6327114.000000 Penalty: 5329.205078
	Iteration 96Q: 3 clusters Score -6327114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6327116.500000 Penalty: 5329.205078
	Iteration 97Q: 3 clusters Score -6327116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6327122.000000 Penalty: 5329.205078
	Iteration 98Q: 3 clusters Score -6327122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6327121.500000 Penalty: 5329.205078
	Iteration 99Q: 3 clusters Score -6327122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6327111.500000 Penalty: 5329.205078
	Iteration 100F: 3 clusters Score -6327112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6327109.000000 Penalty: 5329.205078
	Iteration 101Q: 3 clusters Score -6327109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6327117.000000 Penalty: 5329.205078
	Iteration 102Q: 3 clusters Score -6327117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6327117.000000 Penalty: 5329.205078
	Iteration 103Q: 3 clusters Score -6327117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6327117.500000 Penalty: 5329.205078
	Iteration 104Q: 3 clusters Score -6327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6327115.500000 Penalty: 5329.205078
	Iteration 105Q: 3 clusters Score -6327116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6327113.500000 Penalty: 5329.205078
	Iteration 106Q: 3 clusters Score -6327114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6327114.000000 Penalty: 5329.205078
	Iteration 107Q: 3 clusters Score -6327114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6327110.500000 Penalty: 5329.205078
	Iteration 108Q: 3 clusters Score -6327110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6327113.000000 Penalty: 5329.205078
	Iteration 109Q: 3 clusters Score -6327113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6327114.500000 Penalty: 5329.205078
	Iteration 110Q: 3 clusters Score -6327114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6327119.000000 Penalty: 5329.205078
	Iteration 111Q: 3 clusters Score -6327119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6327116.500000 Penalty: 5329.205078
	Iteration 112Q: 3 clusters Score -6327116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6327114.000000 Penalty: 5329.205078
	Iteration 113Q: 3 clusters Score -6327114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6327111.500000 Penalty: 5329.205078
	Iteration 114Q: 3 clusters Score -6327112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6327111.000000 Penalty: 5329.205078
	Iteration 115Q: 3 clusters Score -6327111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6327109.500000 Penalty: 5329.205078
	Iteration 116Q: 3 clusters Score -6327110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6327109.500000 Penalty: 5329.205078
	Iteration 117F: 3 clusters Score -6327110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -345934.437500 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -345934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -342917.875000 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -342917.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -343486.562500 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -343486.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -343597.062500 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -343597.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -343658.718750 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -343658.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -343703.718750 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -343703.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -343742.375000 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -343742.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -343783.906250 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -343783.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -343816.187500 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -343816.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -343844.187500 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -343844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -343857.687500 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -343857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -343865.843750 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -343865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -343873.875000 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -343873.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -343879.937500 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -343879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -343885.656250 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -343885.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -343889.125000 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -343889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -343891.718750 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -343891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -343892.937500 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -343892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -343895.093750 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -343895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -343897.812500 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -343897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -343900.031250 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -343900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -343902.281250 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -343902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -343903.937500 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -343903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -343903.937500 Penalty: 3894.616943
	Iteration 22F: 3 clusters Score -343903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168025 members 
Entering Unmasked Estep 
Score: -22700018.000000 Penalty: 2983.903320
	Iteration 0F: 2 clusters Score -2.270002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -22589970.000000 Penalty: 5967.806641
	Iteration 0F: 3 clusters Score -2.258997e+07 nChanged 80720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -22636830.000000 Penalty: 5967.806641
	Iteration 1F: 3 clusters Score -2.263683e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -22638250.000000 Penalty: 5967.806641
	Iteration 2Q: 3 clusters Score -2.263825e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -22640296.000000 Penalty: 5967.806641
	Iteration 3Q: 3 clusters Score -2.26403e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -22643110.000000 Penalty: 5967.806641
	Iteration 4Q: 3 clusters Score -2.264311e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -22647490.000000 Penalty: 5967.806641
	Iteration 5Q: 3 clusters Score -2.264749e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -22654080.000000 Penalty: 5967.806641
	Iteration 6F: 3 clusters Score -2.265408e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -22662134.000000 Penalty: 5967.806641
	Iteration 7F: 3 clusters Score -2.266213e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -22670170.000000 Penalty: 5967.806641
	Iteration 8F: 3 clusters Score -2.267017e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -22677254.000000 Penalty: 5967.806641
	Iteration 9F: 3 clusters Score -2.267725e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -22681824.000000 Penalty: 5967.806641
	Iteration 10F: 3 clusters Score -2.268182e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -22684758.000000 Penalty: 5967.806641
	Iteration 11Q: 3 clusters Score -2.268476e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -22686074.000000 Penalty: 5967.806641
	Iteration 12Q: 3 clusters Score -2.268607e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -22686784.000000 Penalty: 5967.806641
	Iteration 13Q: 3 clusters Score -2.268678e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -22687200.000000 Penalty: 5967.806641
	Iteration 14Q: 3 clusters Score -2.26872e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -22687622.000000 Penalty: 5967.806641
	Iteration 15Q: 3 clusters Score -2.268762e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -22687740.000000 Penalty: 5967.806641
	Iteration 16Q: 3 clusters Score -2.268774e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -22687982.000000 Penalty: 5967.806641
	Iteration 17Q: 3 clusters Score -2.268798e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -22688168.000000 Penalty: 5967.806641
	Iteration 18Q: 3 clusters Score -2.268817e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -22688400.000000 Penalty: 5967.806641
	Iteration 19Q: 3 clusters Score -2.26884e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -22688548.000000 Penalty: 5967.806641
	Iteration 20F: 3 clusters Score -2.268855e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -22688544.000000 Penalty: 5967.806641
	Iteration 21Q: 3 clusters Score -2.268854e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -22688714.000000 Penalty: 5967.806641
	Iteration 22Q: 3 clusters Score -2.268871e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -22688776.000000 Penalty: 5967.806641
	Iteration 23Q: 3 clusters Score -2.268878e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -22688772.000000 Penalty: 5967.806641
	Iteration 24Q: 3 clusters Score -2.268877e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -22688840.000000 Penalty: 5967.806641
	Iteration 25Q: 3 clusters Score -2.268884e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -22688874.000000 Penalty: 5967.806641
	Iteration 26Q: 3 clusters Score -2.268887e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -22688902.000000 Penalty: 5967.806641
	Iteration 27Q: 3 clusters Score -2.26889e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -22688912.000000 Penalty: 5967.806641
	Iteration 28Q: 3 clusters Score -2.268891e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -22688938.000000 Penalty: 5967.806641
	Iteration 29Q: 3 clusters Score -2.268894e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -22688922.000000 Penalty: 5967.806641
	Iteration 30Q: 3 clusters Score -2.268892e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -22688998.000000 Penalty: 5967.806641
	Iteration 31Q: 3 clusters Score -2.2689e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -22689030.000000 Penalty: 5967.806641
	Iteration 32Q: 3 clusters Score -2.268903e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -22688994.000000 Penalty: 5967.806641
	Iteration 33Q: 3 clusters Score -2.268899e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -22689006.000000 Penalty: 5967.806641
	Iteration 34Q: 3 clusters Score -2.268901e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -22689072.000000 Penalty: 5967.806641
	Iteration 35Q: 3 clusters Score -2.268907e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 36Q: 3 clusters Score -2.268906e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -22689084.000000 Penalty: 5967.806641
	Iteration 37Q: 3 clusters Score -2.268908e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -22689116.000000 Penalty: 5967.806641
	Iteration 38Q: 3 clusters Score -2.268912e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -22689080.000000 Penalty: 5967.806641
	Iteration 39Q: 3 clusters Score -2.268908e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -22689050.000000 Penalty: 5967.806641
	Iteration 40F: 3 clusters Score -2.268905e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -22689072.000000 Penalty: 5967.806641
	Iteration 41Q: 3 clusters Score -2.268907e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 42Q: 3 clusters Score -2.268904e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 43Q: 3 clusters Score -2.268906e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -22689046.000000 Penalty: 5967.806641
	Iteration 44Q: 3 clusters Score -2.268905e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -22689048.000000 Penalty: 5967.806641
	Iteration 45Q: 3 clusters Score -2.268905e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -22689046.000000 Penalty: 5967.806641
	Iteration 46Q: 3 clusters Score -2.268905e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -22689034.000000 Penalty: 5967.806641
	Iteration 47Q: 3 clusters Score -2.268903e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 48Q: 3 clusters Score -2.268905e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 49Q: 3 clusters Score -2.268906e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -22689076.000000 Penalty: 5967.806641
	Iteration 50Q: 3 clusters Score -2.268908e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -22689098.000000 Penalty: 5967.806641
	Iteration 51Q: 3 clusters Score -2.26891e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -22689068.000000 Penalty: 5967.806641
	Iteration 52Q: 3 clusters Score -2.268907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -22689072.000000 Penalty: 5967.806641
	Iteration 53Q: 3 clusters Score -2.268907e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 54Q: 3 clusters Score -2.268907e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -22689064.000000 Penalty: 5967.806641
	Iteration 55Q: 3 clusters Score -2.268906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.268906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 57Q: 3 clusters Score -2.268906e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -22689062.000000 Penalty: 5967.806641
	Iteration 58Q: 3 clusters Score -2.268906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -22689036.000000 Penalty: 5967.806641
	Iteration 59Q: 3 clusters Score -2.268904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 60F: 3 clusters Score -2.268906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -22689044.000000 Penalty: 5967.806641
	Iteration 61Q: 3 clusters Score -2.268904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 62Q: 3 clusters Score -2.268905e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -22689036.000000 Penalty: 5967.806641
	Iteration 63Q: 3 clusters Score -2.268904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 64Q: 3 clusters Score -2.268906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -22689074.000000 Penalty: 5967.806641
	Iteration 65Q: 3 clusters Score -2.268907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -22689064.000000 Penalty: 5967.806641
	Iteration 66Q: 3 clusters Score -2.268906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -22689076.000000 Penalty: 5967.806641
	Iteration 67Q: 3 clusters Score -2.268908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 68Q: 3 clusters Score -2.268907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -22689084.000000 Penalty: 5967.806641
	Iteration 69Q: 3 clusters Score -2.268908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -22689086.000000 Penalty: 5967.806641
	Iteration 70Q: 3 clusters Score -2.268909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -22689076.000000 Penalty: 5967.806641
	Iteration 71Q: 3 clusters Score -2.268908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -22689088.000000 Penalty: 5967.806641
	Iteration 72Q: 3 clusters Score -2.268909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -22689080.000000 Penalty: 5967.806641
	Iteration 73Q: 3 clusters Score -2.268908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -22689080.000000 Penalty: 5967.806641
	Iteration 74Q: 3 clusters Score -2.268908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -22689072.000000 Penalty: 5967.806641
	Iteration 75Q: 3 clusters Score -2.268907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -22689062.000000 Penalty: 5967.806641
	Iteration 76Q: 3 clusters Score -2.268906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.268906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 78Q: 3 clusters Score -2.268907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 79Q: 3 clusters Score -2.268905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 80F: 3 clusters Score -2.268905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -22689050.000000 Penalty: 5967.806641
	Iteration 81Q: 3 clusters Score -2.268905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -22689050.000000 Penalty: 5967.806641
	Iteration 82Q: 3 clusters Score -2.268905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -22689048.000000 Penalty: 5967.806641
	Iteration 83Q: 3 clusters Score -2.268905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 84Q: 3 clusters Score -2.268906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 85Q: 3 clusters Score -2.268907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 86Q: 3 clusters Score -2.268906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -22689048.000000 Penalty: 5967.806641
	Iteration 87Q: 3 clusters Score -2.268905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 88Q: 3 clusters Score -2.268906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 89Q: 3 clusters Score -2.268904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -22689048.000000 Penalty: 5967.806641
	Iteration 90Q: 3 clusters Score -2.268905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -22689036.000000 Penalty: 5967.806641
	Iteration 91Q: 3 clusters Score -2.268904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 92Q: 3 clusters Score -2.268904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -22689036.000000 Penalty: 5967.806641
	Iteration 93Q: 3 clusters Score -2.268904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 94Q: 3 clusters Score -2.268904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 95Q: 3 clusters Score -2.268904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.268904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -22689044.000000 Penalty: 5967.806641
	Iteration 97Q: 3 clusters Score -2.268904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -22689064.000000 Penalty: 5967.806641
	Iteration 98Q: 3 clusters Score -2.268906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -22689062.000000 Penalty: 5967.806641
	Iteration 99Q: 3 clusters Score -2.268906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -22689068.000000 Penalty: 5967.806641
	Iteration 100F: 3 clusters Score -2.268907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -22689040.000000 Penalty: 5967.806641
	Iteration 101Q: 3 clusters Score -2.268904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -22689028.000000 Penalty: 5967.806641
	Iteration 102Q: 3 clusters Score -2.268903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 88218 members 
Entering Unmasked Estep 
Score: -22689020.000000 Penalty: 5967.806641
	Iteration 103Q: 3 clusters Score -2.268902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -22689032.000000 Penalty: 5967.806641
	Iteration 104Q: 3 clusters Score -2.268903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 105Q: 3 clusters Score -2.268904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -22689034.000000 Penalty: 5967.806641
	Iteration 106Q: 3 clusters Score -2.268903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.268906e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 108Q: 3 clusters Score -2.268905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -22689032.000000 Penalty: 5967.806641
	Iteration 109Q: 3 clusters Score -2.268903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -22689058.000000 Penalty: 5967.806641
	Iteration 110Q: 3 clusters Score -2.268906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -22689040.000000 Penalty: 5967.806641
	Iteration 111Q: 3 clusters Score -2.268904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -22689062.000000 Penalty: 5967.806641
	Iteration 112Q: 3 clusters Score -2.268906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -22689058.000000 Penalty: 5967.806641
	Iteration 113Q: 3 clusters Score -2.268906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -22689094.000000 Penalty: 5967.806641
	Iteration 114Q: 3 clusters Score -2.268909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -22689076.000000 Penalty: 5967.806641
	Iteration 115Q: 3 clusters Score -2.268908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -22689110.000000 Penalty: 5967.806641
	Iteration 116Q: 3 clusters Score -2.268911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -22689102.000000 Penalty: 5967.806641
	Iteration 117Q: 3 clusters Score -2.26891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -22689068.000000 Penalty: 5967.806641
	Iteration 118Q: 3 clusters Score -2.268907e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -22689062.000000 Penalty: 5967.806641
	Iteration 119Q: 3 clusters Score -2.268906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -22689072.000000 Penalty: 5967.806641
	Iteration 120F: 3 clusters Score -2.268907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 121Q: 3 clusters Score -2.268907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 122Q: 3 clusters Score -2.268905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -22689054.000000 Penalty: 5967.806641
	Iteration 123Q: 3 clusters Score -2.268905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 124Q: 3 clusters Score -2.268906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -22689054.000000 Penalty: 5967.806641
	Iteration 125Q: 3 clusters Score -2.268905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -22689050.000000 Penalty: 5967.806641
	Iteration 126Q: 3 clusters Score -2.268905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -22689050.000000 Penalty: 5967.806641
	Iteration 127Q: 3 clusters Score -2.268905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -22689034.000000 Penalty: 5967.806641
	Iteration 128Q: 3 clusters Score -2.268903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 129Q: 3 clusters Score -2.268905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -22689060.000000 Penalty: 5967.806641
	Iteration 130Q: 3 clusters Score -2.268906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -22689074.000000 Penalty: 5967.806641
	Iteration 131Q: 3 clusters Score -2.268907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -22689078.000000 Penalty: 5967.806641
	Iteration 132Q: 3 clusters Score -2.268908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -22689086.000000 Penalty: 5967.806641
	Iteration 133Q: 3 clusters Score -2.268909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 87329 members 
Entering Unmasked Estep 
Score: -22689088.000000 Penalty: 5967.806641
	Iteration 134Q: 3 clusters Score -2.268909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -22689092.000000 Penalty: 5967.806641
	Iteration 135Q: 3 clusters Score -2.268909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 136Q: 3 clusters Score -2.268907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 137Q: 3 clusters Score -2.268906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -22689066.000000 Penalty: 5967.806641
	Iteration 138Q: 3 clusters Score -2.268907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -22689052.000000 Penalty: 5967.806641
	Iteration 139Q: 3 clusters Score -2.268905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -22689064.000000 Penalty: 5967.806641
	Iteration 140F: 3 clusters Score -2.268906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -22689078.000000 Penalty: 5967.806641
	Iteration 141Q: 3 clusters Score -2.268908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -22689066.000000 Penalty: 5967.806641
	Iteration 142Q: 3 clusters Score -2.268907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 143Q: 3 clusters Score -2.268906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 144Q: 3 clusters Score -2.268906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 87202 members 
Entering Unmasked Estep 
Score: -22689050.000000 Penalty: 5967.806641
	Iteration 145Q: 3 clusters Score -2.268905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -22689056.000000 Penalty: 5967.806641
	Iteration 146Q: 3 clusters Score -2.268906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -22689054.000000 Penalty: 5967.806641
	Iteration 147Q: 3 clusters Score -2.268905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -22689068.000000 Penalty: 5967.806641
	Iteration 148Q: 3 clusters Score -2.268907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -22689042.000000 Penalty: 5967.806641
	Iteration 149Q: 3 clusters Score -2.268904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -22689066.000000 Penalty: 5967.806641
	Iteration 150Q: 3 clusters Score -2.268907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -22689070.000000 Penalty: 5967.806641
	Iteration 151Q: 3 clusters Score -2.268907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 152Q: 3 clusters Score -2.268908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -22689068.000000 Penalty: 5967.806641
	Iteration 153Q: 3 clusters Score -2.268907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -22689072.000000 Penalty: 5967.806641
	Iteration 154Q: 3 clusters Score -2.268907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -22689080.000000 Penalty: 5967.806641
	Iteration 155Q: 3 clusters Score -2.268908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -22689080.000000 Penalty: 5967.806641
	Iteration 156Q: 3 clusters Score -2.268908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -22689094.000000 Penalty: 5967.806641
	Iteration 157Q: 3 clusters Score -2.268909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -22689078.000000 Penalty: 5967.806641
	Iteration 158Q: 3 clusters Score -2.268908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -22689100.000000 Penalty: 5967.806641
	Iteration 159Q: 3 clusters Score -2.26891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -22689098.000000 Penalty: 5967.806641
	Iteration 160F: 3 clusters Score -2.26891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -22689092.000000 Penalty: 5967.806641
	Iteration 161Q: 3 clusters Score -2.268909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -22689090.000000 Penalty: 5967.806641
	Iteration 162Q: 3 clusters Score -2.268909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 163Q: 3 clusters Score -2.268908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -22689088.000000 Penalty: 5967.806641
	Iteration 164Q: 3 clusters Score -2.268909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -22689078.000000 Penalty: 5967.806641
	Iteration 165Q: 3 clusters Score -2.268908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -22689086.000000 Penalty: 5967.806641
	Iteration 166Q: 3 clusters Score -2.268909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -22689090.000000 Penalty: 5967.806641
	Iteration 167Q: 3 clusters Score -2.268909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 168Q: 3 clusters Score -2.268908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -22689092.000000 Penalty: 5967.806641
	Iteration 169Q: 3 clusters Score -2.268909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 170Q: 3 clusters Score -2.268908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -22689078.000000 Penalty: 5967.806641
	Iteration 171Q: 3 clusters Score -2.268908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 172Q: 3 clusters Score -2.268908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 173Q: 3 clusters Score -2.268908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -22689078.000000 Penalty: 5967.806641
	Iteration 174Q: 3 clusters Score -2.268908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 175Q: 3 clusters Score -2.268908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -22689082.000000 Penalty: 5967.806641
	Iteration 176F: 3 clusters Score -2.268908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Entering Unmasked Estep 
Score: -21944540.000000 Penalty: 2975.001709
	Iteration 0F: 2 clusters Score -2.194454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -21837658.000000 Penalty: 5950.003418
	Iteration 0F: 3 clusters Score -2.183766e+07 nChanged 77775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -21882402.000000 Penalty: 5950.003418
	Iteration 1F: 3 clusters Score -2.18824e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -21883142.000000 Penalty: 5950.003418
	Iteration 2Q: 3 clusters Score -2.188314e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -21883562.000000 Penalty: 5950.003418
	Iteration 3Q: 3 clusters Score -2.188356e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -21884154.000000 Penalty: 5950.003418
	Iteration 4Q: 3 clusters Score -2.188415e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -21884868.000000 Penalty: 5950.003418
	Iteration 5Q: 3 clusters Score -2.188487e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -21885798.000000 Penalty: 5950.003418
	Iteration 6Q: 3 clusters Score -2.18858e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -21886842.000000 Penalty: 5950.003418
	Iteration 7Q: 3 clusters Score -2.188684e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -21888384.000000 Penalty: 5950.003418
	Iteration 8Q: 3 clusters Score -2.188838e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -21891360.000000 Penalty: 5950.003418
	Iteration 9Q: 3 clusters Score -2.189136e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -21896046.000000 Penalty: 5950.003418
	Iteration 10Q: 3 clusters Score -2.189605e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -21903362.000000 Penalty: 5950.003418
	Iteration 11F: 3 clusters Score -2.190336e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -21911576.000000 Penalty: 5950.003418
	Iteration 12F: 3 clusters Score -2.191158e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -21917462.000000 Penalty: 5950.003418
	Iteration 13F: 3 clusters Score -2.191746e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -21920028.000000 Penalty: 5950.003418
	Iteration 14Q: 3 clusters Score -2.192003e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -21921232.000000 Penalty: 5950.003418
	Iteration 15Q: 3 clusters Score -2.192123e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -21922208.000000 Penalty: 5950.003418
	Iteration 16Q: 3 clusters Score -2.192221e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -21922990.000000 Penalty: 5950.003418
	Iteration 17Q: 3 clusters Score -2.192299e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -21923920.000000 Penalty: 5950.003418
	Iteration 18Q: 3 clusters Score -2.192392e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -21924872.000000 Penalty: 5950.003418
	Iteration 19Q: 3 clusters Score -2.192487e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -21925812.000000 Penalty: 5950.003418
	Iteration 20F: 3 clusters Score -2.192581e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -21926774.000000 Penalty: 5950.003418
	Iteration 21Q: 3 clusters Score -2.192677e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -21927574.000000 Penalty: 5950.003418
	Iteration 22Q: 3 clusters Score -2.192757e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -21928460.000000 Penalty: 5950.003418
	Iteration 23Q: 3 clusters Score -2.192846e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -21929350.000000 Penalty: 5950.003418
	Iteration 24Q: 3 clusters Score -2.192935e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 96004 members 
Entering Unmasked Estep 
Score: -21930014.000000 Penalty: 5950.003418
	Iteration 25Q: 3 clusters Score -2.193001e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -21930704.000000 Penalty: 5950.003418
	Iteration 26Q: 3 clusters Score -2.19307e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -21931202.000000 Penalty: 5950.003418
	Iteration 27Q: 3 clusters Score -2.19312e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -21931772.000000 Penalty: 5950.003418
	Iteration 28Q: 3 clusters Score -2.193177e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 5950.003418
	Iteration 29Q: 3 clusters Score -2.193213e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -21932470.000000 Penalty: 5950.003418
	Iteration 30Q: 3 clusters Score -2.193247e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -21932692.000000 Penalty: 5950.003418
	Iteration 31Q: 3 clusters Score -2.193269e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -21932908.000000 Penalty: 5950.003418
	Iteration 32Q: 3 clusters Score -2.193291e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -21933088.000000 Penalty: 5950.003418
	Iteration 33Q: 3 clusters Score -2.193309e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -21933116.000000 Penalty: 5950.003418
	Iteration 34Q: 3 clusters Score -2.193312e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -21933168.000000 Penalty: 5950.003418
	Iteration 35Q: 3 clusters Score -2.193317e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -21933218.000000 Penalty: 5950.003418
	Iteration 36Q: 3 clusters Score -2.193322e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -21933300.000000 Penalty: 5950.003418
	Iteration 37Q: 3 clusters Score -2.19333e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -21933344.000000 Penalty: 5950.003418
	Iteration 38Q: 3 clusters Score -2.193334e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -21933472.000000 Penalty: 5950.003418
	Iteration 39Q: 3 clusters Score -2.193347e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -21933590.000000 Penalty: 5950.003418
	Iteration 40F: 3 clusters Score -2.193359e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -21933598.000000 Penalty: 5950.003418
	Iteration 41Q: 3 clusters Score -2.19336e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -21933590.000000 Penalty: 5950.003418
	Iteration 42Q: 3 clusters Score -2.193359e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -21933582.000000 Penalty: 5950.003418
	Iteration 43Q: 3 clusters Score -2.193358e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -21933590.000000 Penalty: 5950.003418
	Iteration 44Q: 3 clusters Score -2.193359e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -21933666.000000 Penalty: 5950.003418
	Iteration 45Q: 3 clusters Score -2.193367e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -21933690.000000 Penalty: 5950.003418
	Iteration 46Q: 3 clusters Score -2.193369e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -21933720.000000 Penalty: 5950.003418
	Iteration 47Q: 3 clusters Score -2.193372e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -21933776.000000 Penalty: 5950.003418
	Iteration 48Q: 3 clusters Score -2.193378e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -21933786.000000 Penalty: 5950.003418
	Iteration 49Q: 3 clusters Score -2.193379e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -21933772.000000 Penalty: 5950.003418
	Iteration 50Q: 3 clusters Score -2.193377e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -21933794.000000 Penalty: 5950.003418
	Iteration 51Q: 3 clusters Score -2.193379e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -21933820.000000 Penalty: 5950.003418
	Iteration 52Q: 3 clusters Score -2.193382e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -21933846.000000 Penalty: 5950.003418
	Iteration 53Q: 3 clusters Score -2.193385e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -21933876.000000 Penalty: 5950.003418
	Iteration 54Q: 3 clusters Score -2.193388e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -21933848.000000 Penalty: 5950.003418
	Iteration 55Q: 3 clusters Score -2.193385e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -21933918.000000 Penalty: 5950.003418
	Iteration 56Q: 3 clusters Score -2.193392e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -21933912.000000 Penalty: 5950.003418
	Iteration 57Q: 3 clusters Score -2.193391e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -21933806.000000 Penalty: 5950.003418
	Iteration 58Q: 3 clusters Score -2.193381e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -21933748.000000 Penalty: 5950.003418
	Iteration 59Q: 3 clusters Score -2.193375e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -21933702.000000 Penalty: 5950.003418
	Iteration 60F: 3 clusters Score -2.19337e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -21933710.000000 Penalty: 5950.003418
	Iteration 61Q: 3 clusters Score -2.193371e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -21933706.000000 Penalty: 5950.003418
	Iteration 62Q: 3 clusters Score -2.193371e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 63Q: 3 clusters Score -2.193367e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -21933664.000000 Penalty: 5950.003418
	Iteration 64Q: 3 clusters Score -2.193366e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -21933696.000000 Penalty: 5950.003418
	Iteration 65Q: 3 clusters Score -2.19337e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -21933696.000000 Penalty: 5950.003418
	Iteration 66Q: 3 clusters Score -2.19337e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -21933596.000000 Penalty: 5950.003418
	Iteration 67Q: 3 clusters Score -2.19336e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -21933568.000000 Penalty: 5950.003418
	Iteration 68Q: 3 clusters Score -2.193357e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -21933612.000000 Penalty: 5950.003418
	Iteration 69Q: 3 clusters Score -2.193361e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -21933636.000000 Penalty: 5950.003418
	Iteration 70Q: 3 clusters Score -2.193364e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 71Q: 3 clusters Score -2.193367e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 72Q: 3 clusters Score -2.193367e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -21933658.000000 Penalty: 5950.003418
	Iteration 73Q: 3 clusters Score -2.193366e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -21933628.000000 Penalty: 5950.003418
	Iteration 74Q: 3 clusters Score -2.193363e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -21933564.000000 Penalty: 5950.003418
	Iteration 75Q: 3 clusters Score -2.193356e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -21933610.000000 Penalty: 5950.003418
	Iteration 76Q: 3 clusters Score -2.193361e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -21933622.000000 Penalty: 5950.003418
	Iteration 77Q: 3 clusters Score -2.193362e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -21933630.000000 Penalty: 5950.003418
	Iteration 78Q: 3 clusters Score -2.193363e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -21933682.000000 Penalty: 5950.003418
	Iteration 79Q: 3 clusters Score -2.193368e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -21933662.000000 Penalty: 5950.003418
	Iteration 80F: 3 clusters Score -2.193366e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -21933664.000000 Penalty: 5950.003418
	Iteration 81Q: 3 clusters Score -2.193366e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -21933624.000000 Penalty: 5950.003418
	Iteration 82Q: 3 clusters Score -2.193362e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -21933640.000000 Penalty: 5950.003418
	Iteration 83Q: 3 clusters Score -2.193364e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -21933652.000000 Penalty: 5950.003418
	Iteration 84Q: 3 clusters Score -2.193365e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -21933696.000000 Penalty: 5950.003418
	Iteration 85Q: 3 clusters Score -2.19337e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -21933694.000000 Penalty: 5950.003418
	Iteration 86Q: 3 clusters Score -2.193369e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -21933708.000000 Penalty: 5950.003418
	Iteration 87Q: 3 clusters Score -2.193371e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -21933668.000000 Penalty: 5950.003418
	Iteration 88Q: 3 clusters Score -2.193367e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -21933654.000000 Penalty: 5950.003418
	Iteration 89Q: 3 clusters Score -2.193365e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 90Q: 3 clusters Score -2.193367e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -21933660.000000 Penalty: 5950.003418
	Iteration 91Q: 3 clusters Score -2.193366e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -21933684.000000 Penalty: 5950.003418
	Iteration 92Q: 3 clusters Score -2.193368e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -21933668.000000 Penalty: 5950.003418
	Iteration 93Q: 3 clusters Score -2.193367e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -21933630.000000 Penalty: 5950.003418
	Iteration 94Q: 3 clusters Score -2.193363e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -21933640.000000 Penalty: 5950.003418
	Iteration 95Q: 3 clusters Score -2.193364e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -21933658.000000 Penalty: 5950.003418
	Iteration 96Q: 3 clusters Score -2.193366e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -21933658.000000 Penalty: 5950.003418
	Iteration 97Q: 3 clusters Score -2.193366e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 98Q: 3 clusters Score -2.193367e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -21933632.000000 Penalty: 5950.003418
	Iteration 99Q: 3 clusters Score -2.193363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -21933624.000000 Penalty: 5950.003418
	Iteration 100F: 3 clusters Score -2.193362e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -21933598.000000 Penalty: 5950.003418
	Iteration 101Q: 3 clusters Score -2.19336e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -21933610.000000 Penalty: 5950.003418
	Iteration 102Q: 3 clusters Score -2.193361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -21933626.000000 Penalty: 5950.003418
	Iteration 103Q: 3 clusters Score -2.193363e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -21933632.000000 Penalty: 5950.003418
	Iteration 104Q: 3 clusters Score -2.193363e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -21933642.000000 Penalty: 5950.003418
	Iteration 105Q: 3 clusters Score -2.193364e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -21933642.000000 Penalty: 5950.003418
	Iteration 106Q: 3 clusters Score -2.193364e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -21933654.000000 Penalty: 5950.003418
	Iteration 107Q: 3 clusters Score -2.193365e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -21933646.000000 Penalty: 5950.003418
	Iteration 108Q: 3 clusters Score -2.193365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -21933660.000000 Penalty: 5950.003418
	Iteration 109Q: 3 clusters Score -2.193366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -21933668.000000 Penalty: 5950.003418
	Iteration 110Q: 3 clusters Score -2.193367e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -21933652.000000 Penalty: 5950.003418
	Iteration 111Q: 3 clusters Score -2.193365e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -21933642.000000 Penalty: 5950.003418
	Iteration 112Q: 3 clusters Score -2.193364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -21933680.000000 Penalty: 5950.003418
	Iteration 113Q: 3 clusters Score -2.193368e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -21933708.000000 Penalty: 5950.003418
	Iteration 114Q: 3 clusters Score -2.193371e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -21933698.000000 Penalty: 5950.003418
	Iteration 115Q: 3 clusters Score -2.19337e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -21933682.000000 Penalty: 5950.003418
	Iteration 116Q: 3 clusters Score -2.193368e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -21933690.000000 Penalty: 5950.003418
	Iteration 117Q: 3 clusters Score -2.193369e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -21933690.000000 Penalty: 5950.003418
	Iteration 118Q: 3 clusters Score -2.193369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 119Q: 3 clusters Score -2.193367e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -21933662.000000 Penalty: 5950.003418
	Iteration 120F: 3 clusters Score -2.193366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -21933680.000000 Penalty: 5950.003418
	Iteration 121Q: 3 clusters Score -2.193368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -21933686.000000 Penalty: 5950.003418
	Iteration 122Q: 3 clusters Score -2.193369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -21933676.000000 Penalty: 5950.003418
	Iteration 123Q: 3 clusters Score -2.193368e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -21933692.000000 Penalty: 5950.003418
	Iteration 124Q: 3 clusters Score -2.193369e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -21933680.000000 Penalty: 5950.003418
	Iteration 125Q: 3 clusters Score -2.193368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -21933688.000000 Penalty: 5950.003418
	Iteration 126Q: 3 clusters Score -2.193369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -21933686.000000 Penalty: 5950.003418
	Iteration 127Q: 3 clusters Score -2.193369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -21933646.000000 Penalty: 5950.003418
	Iteration 128Q: 3 clusters Score -2.193365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -21933654.000000 Penalty: 5950.003418
	Iteration 129Q: 3 clusters Score -2.193365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -21933682.000000 Penalty: 5950.003418
	Iteration 130Q: 3 clusters Score -2.193368e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -21933708.000000 Penalty: 5950.003418
	Iteration 131Q: 3 clusters Score -2.193371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -21933688.000000 Penalty: 5950.003418
	Iteration 132Q: 3 clusters Score -2.193369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -21933660.000000 Penalty: 5950.003418
	Iteration 133Q: 3 clusters Score -2.193366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -21933666.000000 Penalty: 5950.003418
	Iteration 134Q: 3 clusters Score -2.193367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -21933646.000000 Penalty: 5950.003418
	Iteration 135Q: 3 clusters Score -2.193365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -21933662.000000 Penalty: 5950.003418
	Iteration 136Q: 3 clusters Score -2.193366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -21933670.000000 Penalty: 5950.003418
	Iteration 137Q: 3 clusters Score -2.193367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -21933658.000000 Penalty: 5950.003418
	Iteration 138Q: 3 clusters Score -2.193366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -21933648.000000 Penalty: 5950.003418
	Iteration 139Q: 3 clusters Score -2.193365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -21933646.000000 Penalty: 5950.003418
	Iteration 140F: 3 clusters Score -2.193365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -21933634.000000 Penalty: 5950.003418
	Iteration 141Q: 3 clusters Score -2.193363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -21933638.000000 Penalty: 5950.003418
	Iteration 142Q: 3 clusters Score -2.193364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -21933616.000000 Penalty: 5950.003418
	Iteration 143Q: 3 clusters Score -2.193362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -21933638.000000 Penalty: 5950.003418
	Iteration 144Q: 3 clusters Score -2.193364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -21933650.000000 Penalty: 5950.003418
	Iteration 145Q: 3 clusters Score -2.193365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -21933652.000000 Penalty: 5950.003418
	Iteration 146Q: 3 clusters Score -2.193365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -21933652.000000 Penalty: 5950.003418
	Iteration 147Q: 3 clusters Score -2.193365e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -21933654.000000 Penalty: 5950.003418
	Iteration 148Q: 3 clusters Score -2.193365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -21933642.000000 Penalty: 5950.003418
	Iteration 149Q: 3 clusters Score -2.193364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -21933638.000000 Penalty: 5950.003418
	Iteration 150Q: 3 clusters Score -2.193364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -21933628.000000 Penalty: 5950.003418
	Iteration 151Q: 3 clusters Score -2.193363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -21933644.000000 Penalty: 5950.003418
	Iteration 152Q: 3 clusters Score -2.193364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -21933640.000000 Penalty: 5950.003418
	Iteration 153Q: 3 clusters Score -2.193364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -21933630.000000 Penalty: 5950.003418
	Iteration 154Q: 3 clusters Score -2.193363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -21933628.000000 Penalty: 5950.003418
	Iteration 155Q: 3 clusters Score -2.193363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -21933632.000000 Penalty: 5950.003418
	Iteration 156Q: 3 clusters Score -2.193363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -21933622.000000 Penalty: 5950.003418
	Iteration 157Q: 3 clusters Score -2.193362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -21933612.000000 Penalty: 5950.003418
	Iteration 158Q: 3 clusters Score -2.193361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -21933602.000000 Penalty: 5950.003418
	Iteration 159Q: 3 clusters Score -2.19336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -21933618.000000 Penalty: 5950.003418
	Iteration 160F: 3 clusters Score -2.193362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -21933592.000000 Penalty: 5950.003418
	Iteration 161Q: 3 clusters Score -2.193359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -21933578.000000 Penalty: 5950.003418
	Iteration 162Q: 3 clusters Score -2.193358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -21933592.000000 Penalty: 5950.003418
	Iteration 163Q: 3 clusters Score -2.193359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -21933582.000000 Penalty: 5950.003418
	Iteration 164Q: 3 clusters Score -2.193358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -21933602.000000 Penalty: 5950.003418
	Iteration 165Q: 3 clusters Score -2.19336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -21933602.000000 Penalty: 5950.003418
	Iteration 166Q: 3 clusters Score -2.19336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -21933604.000000 Penalty: 5950.003418
	Iteration 167Q: 3 clusters Score -2.19336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -21933642.000000 Penalty: 5950.003418
	Iteration 168Q: 3 clusters Score -2.193364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -21933614.000000 Penalty: 5950.003418
	Iteration 169Q: 3 clusters Score -2.193361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -21933600.000000 Penalty: 5950.003418
	Iteration 170Q: 3 clusters Score -2.19336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -21933606.000000 Penalty: 5950.003418
	Iteration 171Q: 3 clusters Score -2.193361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -21933614.000000 Penalty: 5950.003418
	Iteration 172Q: 3 clusters Score -2.193361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -21933628.000000 Penalty: 5950.003418
	Iteration 173Q: 3 clusters Score -2.193363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -21933622.000000 Penalty: 5950.003418
	Iteration 174Q: 3 clusters Score -2.193362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -21933608.000000 Penalty: 5950.003418
	Iteration 175Q: 3 clusters Score -2.193361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -21933610.000000 Penalty: 5950.003418
	Iteration 176Q: 3 clusters Score -2.193361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -21933616.000000 Penalty: 5950.003418
	Iteration 177Q: 3 clusters Score -2.193362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -21933604.000000 Penalty: 5950.003418
	Iteration 178Q: 3 clusters Score -2.19336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -21933612.000000 Penalty: 5950.003418
	Iteration 179Q: 3 clusters Score -2.193361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -21933610.000000 Penalty: 5950.003418
	Iteration 180F: 3 clusters Score -2.193361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -21933614.000000 Penalty: 5950.003418
	Iteration 181Q: 3 clusters Score -2.193361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -21933622.000000 Penalty: 5950.003418
	Iteration 182Q: 3 clusters Score -2.193362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -21933610.000000 Penalty: 5950.003418
	Iteration 183Q: 3 clusters Score -2.193361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -21933606.000000 Penalty: 5950.003418
	Iteration 184Q: 3 clusters Score -2.193361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -21933622.000000 Penalty: 5950.003418
	Iteration 185Q: 3 clusters Score -2.193362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -21933604.000000 Penalty: 5950.003418
	Iteration 186Q: 3 clusters Score -2.19336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -21933590.000000 Penalty: 5950.003418
	Iteration 187Q: 3 clusters Score -2.193359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -21933590.000000 Penalty: 5950.003418
	Iteration 188Q: 3 clusters Score -2.193359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -21933582.000000 Penalty: 5950.003418
	Iteration 189Q: 3 clusters Score -2.193358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -21933572.000000 Penalty: 5950.003418
	Iteration 190Q: 3 clusters Score -2.193357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -21933560.000000 Penalty: 5950.003418
	Iteration 191Q: 3 clusters Score -2.193356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -21933560.000000 Penalty: 5950.003418
	Iteration 192Q: 3 clusters Score -2.193356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -21933580.000000 Penalty: 5950.003418
	Iteration 193Q: 3 clusters Score -2.193358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -21933600.000000 Penalty: 5950.003418
	Iteration 194Q: 3 clusters Score -2.19336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -21933600.000000 Penalty: 5950.003418
	Iteration 195Q: 3 clusters Score -2.19336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -21933588.000000 Penalty: 5950.003418
	Iteration 196Q: 3 clusters Score -2.193359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -21933588.000000 Penalty: 5950.003418
	Iteration 197Q: 3 clusters Score -2.193359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -21933602.000000 Penalty: 5950.003418
	Iteration 198Q: 3 clusters Score -2.19336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -21933610.000000 Penalty: 5950.003418
	Iteration 199Q: 3 clusters Score -2.193361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -21933606.000000 Penalty: 5950.003418
	Iteration 200F: 3 clusters Score -2.193361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168514 members 
Entering Unmasked Estep 
Score: -22817516.000000 Penalty: 2984.624023
	Iteration 0F: 2 clusters Score -2.281752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -22708894.000000 Penalty: 5969.248047
	Iteration 0F: 3 clusters Score -2.270889e+07 nChanged 80628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -22756230.000000 Penalty: 5969.248047
	Iteration 1F: 3 clusters Score -2.275623e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -22757780.000000 Penalty: 5969.248047
	Iteration 2Q: 3 clusters Score -2.275778e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -22760178.000000 Penalty: 5969.248047
	Iteration 3Q: 3 clusters Score -2.276018e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -22763484.000000 Penalty: 5969.248047
	Iteration 4Q: 3 clusters Score -2.276348e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -22768346.000000 Penalty: 5969.248047
	Iteration 5F: 3 clusters Score -2.276835e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -22775116.000000 Penalty: 5969.248047
	Iteration 6F: 3 clusters Score -2.277512e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -22783526.000000 Penalty: 5969.248047
	Iteration 7F: 3 clusters Score -2.278353e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -22791206.000000 Penalty: 5969.248047
	Iteration 8F: 3 clusters Score -2.279121e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -22795450.000000 Penalty: 5969.248047
	Iteration 9F: 3 clusters Score -2.279545e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -22797090.000000 Penalty: 5969.248047
	Iteration 10Q: 3 clusters Score -2.279709e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -22797548.000000 Penalty: 5969.248047
	Iteration 11Q: 3 clusters Score -2.279755e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92463 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -22797880.000000 Penalty: 5969.248047
	Iteration 12Q: 3 clusters Score -2.279788e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -22798132.000000 Penalty: 5969.248047
	Iteration 13Q: 3 clusters Score -2.279813e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -22798308.000000 Penalty: 5969.248047
	Iteration 14Q: 3 clusters Score -2.279831e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -22798492.000000 Penalty: 5969.248047
	Iteration 15Q: 3 clusters Score -2.279849e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -22798690.000000 Penalty: 5969.248047
	Iteration 16Q: 3 clusters Score -2.279869e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -22798814.000000 Penalty: 5969.248047
	Iteration 17Q: 3 clusters Score -2.279881e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -22798914.000000 Penalty: 5969.248047
	Iteration 18Q: 3 clusters Score -2.279891e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -22799132.000000 Penalty: 5969.248047
	Iteration 19Q: 3 clusters Score -2.279913e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98633 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -22799172.000000 Penalty: 5969.248047
	Iteration 20F: 3 clusters Score -2.279917e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -22799300.000000 Penalty: 5969.248047
	Iteration 21Q: 3 clusters Score -2.27993e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -22799398.000000 Penalty: 5969.248047
	Iteration 22Q: 3 clusters Score -2.27994e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -22799454.000000 Penalty: 5969.248047
	Iteration 23Q: 3 clusters Score -2.279945e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -22799474.000000 Penalty: 5969.248047
	Iteration 24Q: 3 clusters Score -2.279947e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -22799602.000000 Penalty: 5969.248047
	Iteration 25Q: 3 clusters Score -2.27996e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -22799576.000000 Penalty: 5969.248047
	Iteration 26Q: 3 clusters Score -2.279958e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -22799794.000000 Penalty: 5969.248047
	Iteration 27Q: 3 clusters Score -2.279979e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -22799844.000000 Penalty: 5969.248047
	Iteration 28Q: 3 clusters Score -2.279984e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106977 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -22799972.000000 Penalty: 5969.248047
	Iteration 29Q: 3 clusters Score -2.279997e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108098 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -22800024.000000 Penalty: 5969.248047
	Iteration 30Q: 3 clusters Score -2.280002e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -22800112.000000 Penalty: 5969.248047
	Iteration 31Q: 3 clusters Score -2.280011e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -22800252.000000 Penalty: 5969.248047
	Iteration 32Q: 3 clusters Score -2.280025e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -22800516.000000 Penalty: 5969.248047
	Iteration 33Q: 3 clusters Score -2.280052e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -22800620.000000 Penalty: 5969.248047
	Iteration 34Q: 3 clusters Score -2.280062e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -22800748.000000 Penalty: 5969.248047
	Iteration 35Q: 3 clusters Score -2.280075e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -22800758.000000 Penalty: 5969.248047
	Iteration 36Q: 3 clusters Score -2.280076e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -22800900.000000 Penalty: 5969.248047
	Iteration 37Q: 3 clusters Score -2.28009e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -22801054.000000 Penalty: 5969.248047
	Iteration 38Q: 3 clusters Score -2.280105e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -22801190.000000 Penalty: 5969.248047
	Iteration 39Q: 3 clusters Score -2.280119e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -22801560.000000 Penalty: 5969.248047
	Iteration 40F: 3 clusters Score -2.280156e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -22801928.000000 Penalty: 5969.248047
	Iteration 41Q: 3 clusters Score -2.280193e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126980 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -22802250.000000 Penalty: 5969.248047
	Iteration 42Q: 3 clusters Score -2.280225e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128965 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -22802718.000000 Penalty: 5969.248047
	Iteration 43Q: 3 clusters Score -2.280272e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -22803104.000000 Penalty: 5969.248047
	Iteration 44Q: 3 clusters Score -2.28031e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -22803512.000000 Penalty: 5969.248047
	Iteration 45Q: 3 clusters Score -2.280351e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -22803972.000000 Penalty: 5969.248047
	Iteration 46Q: 3 clusters Score -2.280397e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -22804574.000000 Penalty: 5969.248047
	Iteration 47Q: 3 clusters Score -2.280457e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139602 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -22805194.000000 Penalty: 5969.248047
	Iteration 48Q: 3 clusters Score -2.280519e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -22805930.000000 Penalty: 5969.248047
	Iteration 49Q: 3 clusters Score -2.280593e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -22806642.000000 Penalty: 5969.248047
	Iteration 50Q: 3 clusters Score -2.280664e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -22807440.000000 Penalty: 5969.248047
	Iteration 51Q: 3 clusters Score -2.280744e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -22808358.000000 Penalty: 5969.248047
	Iteration 52Q: 3 clusters Score -2.280836e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -22809200.000000 Penalty: 5969.248047
	Iteration 53Q: 3 clusters Score -2.28092e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -22810172.000000 Penalty: 5969.248047
	Iteration 54Q: 3 clusters Score -2.281017e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -22811030.000000 Penalty: 5969.248047
	Iteration 55Q: 3 clusters Score -2.281103e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -22812054.000000 Penalty: 5969.248047
	Iteration 56Q: 3 clusters Score -2.281205e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156175 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -22812914.000000 Penalty: 5969.248047
	Iteration 57Q: 3 clusters Score -2.281291e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -22813428.000000 Penalty: 5969.248047
	Iteration 58Q: 3 clusters Score -2.281343e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -22814014.000000 Penalty: 5969.248047
	Iteration 59Q: 3 clusters Score -2.281401e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -22814678.000000 Penalty: 5969.248047
	Iteration 60F: 3 clusters Score -2.281468e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -22815088.000000 Penalty: 5969.248047
	Iteration 61Q: 3 clusters Score -2.281509e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -22815460.000000 Penalty: 5969.248047
	Iteration 62Q: 3 clusters Score -2.281546e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -22815470.000000 Penalty: 5969.248047
	Iteration 63Q: 3 clusters Score -2.281547e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -22815574.000000 Penalty: 5969.248047
	Iteration 64Q: 3 clusters Score -2.281557e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160657 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -22815700.000000 Penalty: 5969.248047
	Iteration 65Q: 3 clusters Score -2.28157e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -22815790.000000 Penalty: 5969.248047
	Iteration 66Q: 3 clusters Score -2.281579e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 67Q: 3 clusters Score -2.281578e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 68Q: 3 clusters Score -2.281579e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161089 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 69Q: 3 clusters Score -2.281579e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -22815810.000000 Penalty: 5969.248047
	Iteration 70Q: 3 clusters Score -2.281581e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -22815810.000000 Penalty: 5969.248047
	Iteration 71Q: 3 clusters Score -2.281581e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 72Q: 3 clusters Score -2.281578e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -22815764.000000 Penalty: 5969.248047
	Iteration 73Q: 3 clusters Score -2.281576e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161335 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -22815798.000000 Penalty: 5969.248047
	Iteration 74Q: 3 clusters Score -2.28158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161370 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -22815840.000000 Penalty: 5969.248047
	Iteration 75Q: 3 clusters Score -2.281584e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -22815840.000000 Penalty: 5969.248047
	Iteration 76Q: 3 clusters Score -2.281584e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161424 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -22815848.000000 Penalty: 5969.248047
	Iteration 77Q: 3 clusters Score -2.281585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -22815824.000000 Penalty: 5969.248047
	Iteration 78Q: 3 clusters Score -2.281582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161489 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -22815836.000000 Penalty: 5969.248047
	Iteration 79Q: 3 clusters Score -2.281584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161511 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -22815812.000000 Penalty: 5969.248047
	Iteration 80F: 3 clusters Score -2.281581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -22815820.000000 Penalty: 5969.248047
	Iteration 81Q: 3 clusters Score -2.281582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -22815808.000000 Penalty: 5969.248047
	Iteration 82Q: 3 clusters Score -2.281581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -22815804.000000 Penalty: 5969.248047
	Iteration 83Q: 3 clusters Score -2.28158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161581 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 84Q: 3 clusters Score -2.281579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 85Q: 3 clusters Score -2.281578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -22815776.000000 Penalty: 5969.248047
	Iteration 86Q: 3 clusters Score -2.281578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161627 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -22815762.000000 Penalty: 5969.248047
	Iteration 87Q: 3 clusters Score -2.281576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161642 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -22815790.000000 Penalty: 5969.248047
	Iteration 88Q: 3 clusters Score -2.281579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 89Q: 3 clusters Score -2.281579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -22815764.000000 Penalty: 5969.248047
	Iteration 90Q: 3 clusters Score -2.281576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161692 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -22815782.000000 Penalty: 5969.248047
	Iteration 91Q: 3 clusters Score -2.281578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -22815794.000000 Penalty: 5969.248047
	Iteration 92Q: 3 clusters Score -2.281579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161711 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -22815788.000000 Penalty: 5969.248047
	Iteration 93Q: 3 clusters Score -2.281579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -22815764.000000 Penalty: 5969.248047
	Iteration 94Q: 3 clusters Score -2.281576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161723 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -22815790.000000 Penalty: 5969.248047
	Iteration 95Q: 3 clusters Score -2.281579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -22815776.000000 Penalty: 5969.248047
	Iteration 96Q: 3 clusters Score -2.281578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -22815770.000000 Penalty: 5969.248047
	Iteration 97Q: 3 clusters Score -2.281577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 98Q: 3 clusters Score -2.281578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 99Q: 3 clusters Score -2.281578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -22815792.000000 Penalty: 5969.248047
	Iteration 100F: 3 clusters Score -2.281579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -22815788.000000 Penalty: 5969.248047
	Iteration 101Q: 3 clusters Score -2.281579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 102Q: 3 clusters Score -2.281579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 103Q: 3 clusters Score -2.281578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 104Q: 3 clusters Score -2.281578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -22815776.000000 Penalty: 5969.248047
	Iteration 105Q: 3 clusters Score -2.281578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -22815754.000000 Penalty: 5969.248047
	Iteration 106Q: 3 clusters Score -2.281575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -22815770.000000 Penalty: 5969.248047
	Iteration 107Q: 3 clusters Score -2.281577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161791 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 108Q: 3 clusters Score -2.281579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -22815792.000000 Penalty: 5969.248047
	Iteration 109Q: 3 clusters Score -2.281579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -22815766.000000 Penalty: 5969.248047
	Iteration 110Q: 3 clusters Score -2.281577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 111Q: 3 clusters Score -2.281578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 112Q: 3 clusters Score -2.281578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 113Q: 3 clusters Score -2.281578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161826 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -22815760.000000 Penalty: 5969.248047
	Iteration 114Q: 3 clusters Score -2.281576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -22815790.000000 Penalty: 5969.248047
	Iteration 115Q: 3 clusters Score -2.281579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161844 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 116Q: 3 clusters Score -2.281578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 117Q: 3 clusters Score -2.281578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161857 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -22815782.000000 Penalty: 5969.248047
	Iteration 118Q: 3 clusters Score -2.281578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 119Q: 3 clusters Score -2.281578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -22815792.000000 Penalty: 5969.248047
	Iteration 120F: 3 clusters Score -2.281579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 121Q: 3 clusters Score -2.281578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -22815798.000000 Penalty: 5969.248047
	Iteration 122Q: 3 clusters Score -2.28158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161894 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -22815792.000000 Penalty: 5969.248047
	Iteration 123Q: 3 clusters Score -2.281579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 124Q: 3 clusters Score -2.281578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161900 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 125Q: 3 clusters Score -2.281578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161906 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 126Q: 3 clusters Score -2.281578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 127Q: 3 clusters Score -2.281578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -22815770.000000 Penalty: 5969.248047
	Iteration 128Q: 3 clusters Score -2.281577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 129Q: 3 clusters Score -2.281578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -22815770.000000 Penalty: 5969.248047
	Iteration 130Q: 3 clusters Score -2.281577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161927 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 131Q: 3 clusters Score -2.281578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161930 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 132Q: 3 clusters Score -2.281578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161933 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 133Q: 3 clusters Score -2.281578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5969.248047
	Iteration 134Q: 3 clusters Score -2.281578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161941 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -22815774.000000 Penalty: 5969.248047
	Iteration 135Q: 3 clusters Score -2.281577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161946 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5969.248047
	Iteration 136Q: 3 clusters Score -2.281578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -22815776.000000 Penalty: 5969.248047
	Iteration 137Q: 3 clusters Score -2.281578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5969.248047
	Iteration 138Q: 3 clusters Score -2.281579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 139Q: 3 clusters Score -2.281578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5969.248047
	Iteration 140F: 3 clusters Score -2.281578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Entering Unmasked Estep 
Score: -6078945.500000 Penalty: 2655.178223
	Iteration 0F: 2 clusters Score -6078946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -6048885.500000 Penalty: 5310.356445
	Iteration 0F: 3 clusters Score -6048886 nChanged 20526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6060323.000000 Penalty: 5310.356445
	Iteration 1F: 3 clusters Score -6060323 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6061118.000000 Penalty: 5310.356445
	Iteration 2Q: 3 clusters Score -6061118 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6062128.500000 Penalty: 5310.356445
	Iteration 3Q: 3 clusters Score -6062128 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6063458.500000 Penalty: 5310.356445
	Iteration 4F: 3 clusters Score -6063458 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -6065257.000000 Penalty: 5310.356445
	Iteration 5F: 3 clusters Score -6065257 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -6067633.000000 Penalty: 5310.356445
	Iteration 6F: 3 clusters Score -6067633 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -6070183.500000 Penalty: 5310.356445
	Iteration 7F: 3 clusters Score -6070184 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -6072254.500000 Penalty: 5310.356445
	Iteration 8F: 3 clusters Score -6072254 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6073580.500000 Penalty: 5310.356445
	Iteration 9Q: 3 clusters Score -6073580 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -6074212.000000 Penalty: 5310.356445
	Iteration 10Q: 3 clusters Score -6074212 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6074605.000000 Penalty: 5310.356445
	Iteration 11Q: 3 clusters Score -6074605 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -6074914.000000 Penalty: 5310.356445
	Iteration 12Q: 3 clusters Score -6074914 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -6075193.500000 Penalty: 5310.356445
	Iteration 13Q: 3 clusters Score -6075194 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -6075430.000000 Penalty: 5310.356445
	Iteration 14Q: 3 clusters Score -6075430 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -6075621.500000 Penalty: 5310.356445
	Iteration 15Q: 3 clusters Score -6075622 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -6075808.500000 Penalty: 5310.356445
	Iteration 16Q: 3 clusters Score -6075808 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -6075932.000000 Penalty: 5310.356445
	Iteration 17Q: 3 clusters Score -6075932 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -6076068.000000 Penalty: 5310.356445
	Iteration 18Q: 3 clusters Score -6076068 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -6076158.000000 Penalty: 5310.356445
	Iteration 19Q: 3 clusters Score -6076158 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -6076258.500000 Penalty: 5310.356445
	Iteration 20F: 3 clusters Score -6076258 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -6076346.500000 Penalty: 5310.356445
	Iteration 21Q: 3 clusters Score -6076346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6076414.500000 Penalty: 5310.356445
	Iteration 22Q: 3 clusters Score -6076414 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -6076503.000000 Penalty: 5310.356445
	Iteration 23Q: 3 clusters Score -6076503 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -6076568.500000 Penalty: 5310.356445
	Iteration 24Q: 3 clusters Score -6076568 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -6076622.000000 Penalty: 5310.356445
	Iteration 25Q: 3 clusters Score -6076622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -6076670.500000 Penalty: 5310.356445
	Iteration 26Q: 3 clusters Score -6076670 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -6076732.500000 Penalty: 5310.356445
	Iteration 27Q: 3 clusters Score -6076732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -6076774.500000 Penalty: 5310.356445
	Iteration 28Q: 3 clusters Score -6076774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6076812.000000 Penalty: 5310.356445
	Iteration 29Q: 3 clusters Score -6076812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -6076839.500000 Penalty: 5310.356445
	Iteration 30Q: 3 clusters Score -6076840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6076841.000000 Penalty: 5310.356445
	Iteration 31Q: 3 clusters Score -6076841 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -6076881.500000 Penalty: 5310.356445
	Iteration 32Q: 3 clusters Score -6076882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -6076886.500000 Penalty: 5310.356445
	Iteration 33Q: 3 clusters Score -6076886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -6076903.500000 Penalty: 5310.356445
	Iteration 34Q: 3 clusters Score -6076904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6076936.500000 Penalty: 5310.356445
	Iteration 35Q: 3 clusters Score -6076936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6076958.500000 Penalty: 5310.356445
	Iteration 36Q: 3 clusters Score -6076958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -6076982.500000 Penalty: 5310.356445
	Iteration 37Q: 3 clusters Score -6076982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -6076980.500000 Penalty: 5310.356445
	Iteration 38Q: 3 clusters Score -6076980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -6077000.000000 Penalty: 5310.356445
	Iteration 39Q: 3 clusters Score -6077000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6077019.000000 Penalty: 5310.356445
	Iteration 40F: 3 clusters Score -6077019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6077025.500000 Penalty: 5310.356445
	Iteration 41Q: 3 clusters Score -6077026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -6077035.500000 Penalty: 5310.356445
	Iteration 42Q: 3 clusters Score -6077036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -6077037.500000 Penalty: 5310.356445
	Iteration 43Q: 3 clusters Score -6077038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -6077044.000000 Penalty: 5310.356445
	Iteration 44Q: 3 clusters Score -6077044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6077055.000000 Penalty: 5310.356445
	Iteration 45Q: 3 clusters Score -6077055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -6077063.000000 Penalty: 5310.356445
	Iteration 46Q: 3 clusters Score -6077063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -6077068.000000 Penalty: 5310.356445
	Iteration 47Q: 3 clusters Score -6077068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6077075.500000 Penalty: 5310.356445
	Iteration 48Q: 3 clusters Score -6077076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6077084.500000 Penalty: 5310.356445
	Iteration 49Q: 3 clusters Score -6077084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6077087.500000 Penalty: 5310.356445
	Iteration 50Q: 3 clusters Score -6077088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -6077089.000000 Penalty: 5310.356445
	Iteration 51Q: 3 clusters Score -6077089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -6077092.500000 Penalty: 5310.356445
	Iteration 52Q: 3 clusters Score -6077092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -6077093.000000 Penalty: 5310.356445
	Iteration 53Q: 3 clusters Score -6077093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6077095.500000 Penalty: 5310.356445
	Iteration 54Q: 3 clusters Score -6077096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6077102.500000 Penalty: 5310.356445
	Iteration 55Q: 3 clusters Score -6077102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6077094.500000 Penalty: 5310.356445
	Iteration 56Q: 3 clusters Score -6077094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -6077113.500000 Penalty: 5310.356445
	Iteration 57Q: 3 clusters Score -6077114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6077104.500000 Penalty: 5310.356445
	Iteration 58Q: 3 clusters Score -6077104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -6077106.000000 Penalty: 5310.356445
	Iteration 59Q: 3 clusters Score -6077106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -6077107.000000 Penalty: 5310.356445
	Iteration 60F: 3 clusters Score -6077107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6077105.500000 Penalty: 5310.356445
	Iteration 61Q: 3 clusters Score -6077106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6077108.500000 Penalty: 5310.356445
	Iteration 62Q: 3 clusters Score -6077108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -6077107.500000 Penalty: 5310.356445
	Iteration 63Q: 3 clusters Score -6077108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -6077107.500000 Penalty: 5310.356445
	Iteration 64F: 3 clusters Score -6077108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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 117 members 
Entering Unmasked Estep 
Score: -21721.710938 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21721.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21896.503906 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21992.925781 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21992.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22027.095703 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -22027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22049.970703 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -22049.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22099.580078 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -22099.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22131.230469 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -22131.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22146.554688 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -22146.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22146.554688 Penalty: 2688.585449
	Iteration 8F: 3 clusters Score -22146.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 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 357 members 
Entering Unmasked Estep 
Score: -80196.976562 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80196.98 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80568.429688 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80568.43 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80904.664062 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80904.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81066.218750 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -81066.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81172.593750 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -81172.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81220.945312 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -81220.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81260.789062 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -81260.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81288.171875 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -81288.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81297.484375 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -81297.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81299.507812 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -81299.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81307.570312 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -81307.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81318.601562 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -81318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81320.734375 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -81320.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81320.734375 Penalty: 3249.335693
	Iteration 13F: 3 clusters Score -81320.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42271.335938 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -42271.34 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 218 members 
Entering Unmasked Estep 
Score: -40908.636719 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -40908.64 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41166.007812 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -41166.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41340.996094 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -41341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41396.929688 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -41396.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41543.468750 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -41543.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41792.406250 Penalty: 3032.386475
	Iteration 5F: 3 clusters Score -41792.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41869.621094 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -41869.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41948.242188 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -41948.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -42016.011719 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -42016.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -42049.605469 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -42049.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42079.589844 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -42079.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42094.800781 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -42094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42105.492188 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -42105.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42106.101562 Penalty: 3032.386475
	Iteration 13F: 3 clusters Score -42106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42132.890625 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -42132.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42147.007812 Penalty: 3032.386475
	Iteration 15Q: 3 clusters Score -42147.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -42157.632812 Penalty: 3032.386475
	Iteration 16Q: 3 clusters Score -42157.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -42169.007812 Penalty: 3032.386475
	Iteration 17Q: 3 clusters Score -42169.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42180.753906 Penalty: 3032.386475
	Iteration 18Q: 3 clusters Score -42180.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42184.277344 Penalty: 3032.386475
	Iteration 19Q: 3 clusters Score -42184.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42184.277344 Penalty: 3032.386475
	Iteration 20F: 3 clusters Score -42184.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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: -9286.051758 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9286.052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9314.756836 Penalty: 2279.179443
	Iteration 1Q: 3 clusters Score -9314.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9314.756836 Penalty: 2279.179443
	Iteration 2F: 3 clusters Score -9314.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18881 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128910 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 71818 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168025 members 
Mstep: Class 22 contains 162101 members 
Mstep: Class 23 contains 168514 members 
Mstep: Class 24 contains 44639 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431712.000000 Penalty: 95627.414062
Iteration 279Q: 29 clusters Score -1.264317e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18885 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21522 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128903 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24051 members 
Mstep: Class 16 contains 71814 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168025 members 
Mstep: Class 22 contains 162101 members 
Mstep: Class 23 contains 168523 members 
Mstep: Class 24 contains 44634 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431744.000000 Penalty: 95627.414062
Iteration 280F: 29 clusters Score -1.264317e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18887 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21521 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128889 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24051 members 
Mstep: Class 16 contains 71814 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46369 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168024 members 
Mstep: Class 22 contains 162119 members 
Mstep: Class 23 contains 168523 members 
Mstep: Class 24 contains 44628 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 281Q: 29 clusters Score -1.264318e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18887 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21520 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128882 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24051 members 
Mstep: Class 16 contains 71811 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46369 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168025 members 
Mstep: Class 22 contains 162122 members 
Mstep: Class 23 contains 168527 members 
Mstep: Class 24 contains 44626 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 282Q: 29 clusters Score -1.264317e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18889 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21518 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128873 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 71807 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46369 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168020 members 
Mstep: Class 22 contains 162133 members 
Mstep: Class 23 contains 168532 members 
Mstep: Class 24 contains 44626 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 283Q: 29 clusters Score -1.264316e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18893 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21516 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128865 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 71806 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46369 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168019 members 
Mstep: Class 22 contains 162141 members 
Mstep: Class 23 contains 168531 members 
Mstep: Class 24 contains 44623 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 95627.414062
Iteration 284Q: 29 clusters Score -1.264316e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128862 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 71804 members 
Mstep: Class 17 contains 3936 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168010 members 
Mstep: Class 22 contains 162148 members 
Mstep: Class 23 contains 168535 members 
Mstep: Class 24 contains 44623 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431600.000000 Penalty: 95627.414062
Iteration 285Q: 29 clusters Score -1.264316e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128865 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24057 members 
Mstep: Class 16 contains 71804 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168008 members 
Mstep: Class 22 contains 162139 members 
Mstep: Class 23 contains 168540 members 
Mstep: Class 24 contains 44625 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431608.000000 Penalty: 95627.414062
Iteration 286Q: 29 clusters Score -1.264316e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10461 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128861 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24062 members 
Mstep: Class 16 contains 71800 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168011 members 
Mstep: Class 22 contains 162134 members 
Mstep: Class 23 contains 168543 members 
Mstep: Class 24 contains 44625 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431624.000000 Penalty: 95627.414062
Iteration 287Q: 29 clusters Score -1.264316e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10460 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128859 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24066 members 
Mstep: Class 16 contains 71800 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46367 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168018 members 
Mstep: Class 22 contains 162132 members 
Mstep: Class 23 contains 168538 members 
Mstep: Class 24 contains 44624 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 288Q: 29 clusters Score -1.264318e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10457 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128860 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24066 members 
Mstep: Class 16 contains 71801 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168027 members 
Mstep: Class 22 contains 162125 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44624 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431736.000000 Penalty: 95627.414062
Iteration 289Q: 29 clusters Score -1.264317e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10454 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128852 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24067 members 
Mstep: Class 16 contains 71799 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168035 members 
Mstep: Class 22 contains 162124 members 
Mstep: Class 23 contains 168540 members 
Mstep: Class 24 contains 44626 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431760.000000 Penalty: 95627.414062
Iteration 290Q: 29 clusters Score -1.264318e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128854 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24069 members 
Mstep: Class 16 contains 71800 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168037 members 
Mstep: Class 22 contains 162113 members 
Mstep: Class 23 contains 168546 members 
Mstep: Class 24 contains 44624 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431808.000000 Penalty: 95627.414062
Iteration 291Q: 29 clusters Score -1.264318e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128845 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24072 members 
Mstep: Class 16 contains 71801 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46367 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168035 members 
Mstep: Class 22 contains 162114 members 
Mstep: Class 23 contains 168552 members 
Mstep: Class 24 contains 44624 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431824.000000 Penalty: 95627.414062
Iteration 292Q: 29 clusters Score -1.264318e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128842 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 71801 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46367 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168036 members 
Mstep: Class 22 contains 162114 members 
Mstep: Class 23 contains 168549 members 
Mstep: Class 24 contains 44623 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431808.000000 Penalty: 95627.414062
Iteration 293Q: 29 clusters Score -1.264318e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18899 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10452 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128837 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 71801 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46367 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168037 members 
Mstep: Class 22 contains 162115 members 
Mstep: Class 23 contains 168549 members 
Mstep: Class 24 contains 44624 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 95627.414062
Iteration 294Q: 29 clusters Score -1.264318e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18899 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128837 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 71804 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46367 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168037 members 
Mstep: Class 22 contains 162118 members 
Mstep: Class 23 contains 168546 members 
Mstep: Class 24 contains 44622 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 95627.414062
Iteration 295Q: 29 clusters Score -1.264318e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128831 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 71805 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46367 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168041 members 
Mstep: Class 22 contains 162116 members 
Mstep: Class 23 contains 168551 members 
Mstep: Class 24 contains 44621 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 95627.414062
Iteration 296Q: 29 clusters Score -1.264318e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128823 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 71809 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168052 members 
Mstep: Class 22 contains 162115 members 
Mstep: Class 23 contains 168550 members 
Mstep: Class 24 contains 44619 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 297Q: 29 clusters Score -1.264318e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128817 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 71816 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46369 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168060 members 
Mstep: Class 22 contains 162110 members 
Mstep: Class 23 contains 168551 members 
Mstep: Class 24 contains 44618 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431736.000000 Penalty: 95627.414062
Iteration 298Q: 29 clusters Score -1.264317e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18899 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128816 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24075 members 
Mstep: Class 16 contains 71826 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168061 members 
Mstep: Class 22 contains 162112 members 
Mstep: Class 23 contains 168547 members 
Mstep: Class 24 contains 44618 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431728.000000 Penalty: 95627.414062
Iteration 299Q: 29 clusters Score -1.264317e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10420 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128806 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24077 members 
Mstep: Class 16 contains 71832 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46370 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168069 members 
Mstep: Class 22 contains 162116 members 
Mstep: Class 23 contains 168545 members 
Mstep: Class 24 contains 44617 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 300F: 29 clusters Score -1.264317e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10415 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128798 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24079 members 
Mstep: Class 16 contains 71842 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46372 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168071 members 
Mstep: Class 22 contains 162100 members 
Mstep: Class 23 contains 168556 members 
Mstep: Class 24 contains 44616 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 301Q: 29 clusters Score -1.264318e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10411 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128795 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24080 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46373 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168070 members 
Mstep: Class 22 contains 162100 members 
Mstep: Class 23 contains 168558 members 
Mstep: Class 24 contains 44617 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431728.000000 Penalty: 95627.414062
Iteration 302Q: 29 clusters Score -1.264317e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10409 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128792 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24082 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46373 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168079 members 
Mstep: Class 22 contains 162094 members 
Mstep: Class 23 contains 168558 members 
Mstep: Class 24 contains 44616 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431800.000000 Penalty: 95627.414062
Iteration 303Q: 29 clusters Score -1.264318e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10407 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128792 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24082 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46373 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168084 members 
Mstep: Class 22 contains 162090 members 
Mstep: Class 23 contains 168561 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431784.000000 Penalty: 95627.414062
Iteration 304Q: 29 clusters Score -1.264318e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24082 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168088 members 
Mstep: Class 22 contains 162087 members 
Mstep: Class 23 contains 168561 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431784.000000 Penalty: 95627.414062
Iteration 305Q: 29 clusters Score -1.264318e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128792 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24082 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168090 members 
Mstep: Class 22 contains 162082 members 
Mstep: Class 23 contains 168557 members 
Mstep: Class 24 contains 44615 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431816.000000 Penalty: 95627.414062
Iteration 306Q: 29 clusters Score -1.264318e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128790 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2291 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24082 members 
Mstep: Class 16 contains 71845 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46375 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168094 members 
Mstep: Class 22 contains 162085 members 
Mstep: Class 23 contains 168556 members 
Mstep: Class 24 contains 44615 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431824.000000 Penalty: 95627.414062
Iteration 307Q: 29 clusters Score -1.264318e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128790 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24083 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168094 members 
Mstep: Class 22 contains 162086 members 
Mstep: Class 23 contains 168554 members 
Mstep: Class 24 contains 44615 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431832.000000 Penalty: 95627.414062
Iteration 308Q: 29 clusters Score -1.264318e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128784 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24085 members 
Mstep: Class 16 contains 71842 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168098 members 
Mstep: Class 22 contains 162089 members 
Mstep: Class 23 contains 168553 members 
Mstep: Class 24 contains 44615 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431800.000000 Penalty: 95627.414062
Iteration 309Q: 29 clusters Score -1.264318e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128782 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24088 members 
Mstep: Class 16 contains 71840 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168101 members 
Mstep: Class 22 contains 162086 members 
Mstep: Class 23 contains 168554 members 
Mstep: Class 24 contains 44616 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431768.000000 Penalty: 95627.414062
Iteration 310Q: 29 clusters Score -1.264318e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128778 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24094 members 
Mstep: Class 16 contains 71840 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46375 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168103 members 
Mstep: Class 22 contains 162082 members 
Mstep: Class 23 contains 168556 members 
Mstep: Class 24 contains 44616 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431720.000000 Penalty: 95627.414062
Iteration 311Q: 29 clusters Score -1.264317e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128780 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24095 members 
Mstep: Class 16 contains 71838 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46375 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168101 members 
Mstep: Class 22 contains 162085 members 
Mstep: Class 23 contains 168558 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431728.000000 Penalty: 95627.414062
Iteration 312Q: 29 clusters Score -1.264317e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11643 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24096 members 
Mstep: Class 16 contains 71837 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168099 members 
Mstep: Class 22 contains 162088 members 
Mstep: Class 23 contains 168558 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431696.000000 Penalty: 95627.414062
Iteration 313Q: 29 clusters Score -1.264317e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128782 members 
Mstep: Class 12 contains 11643 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24096 members 
Mstep: Class 16 contains 71837 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168104 members 
Mstep: Class 22 contains 162088 members 
Mstep: Class 23 contains 168557 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431600.000000 Penalty: 95627.414062
Iteration 314Q: 29 clusters Score -1.264316e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24097 members 
Mstep: Class 16 contains 71836 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168100 members 
Mstep: Class 22 contains 162092 members 
Mstep: Class 23 contains 168559 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431728.000000 Penalty: 95627.414062
Iteration 315Q: 29 clusters Score -1.264317e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128777 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24097 members 
Mstep: Class 16 contains 71837 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168103 members 
Mstep: Class 22 contains 162091 members 
Mstep: Class 23 contains 168559 members 
Mstep: Class 24 contains 44609 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 316Q: 29 clusters Score -1.264317e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128772 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2277 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24097 members 
Mstep: Class 16 contains 71841 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168104 members 
Mstep: Class 22 contains 162095 members 
Mstep: Class 23 contains 168554 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431544.000000 Penalty: 95627.414062
Iteration 317Q: 29 clusters Score -1.264315e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128767 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168105 members 
Mstep: Class 22 contains 162100 members 
Mstep: Class 23 contains 168548 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 318Q: 29 clusters Score -1.264317e+08 nChanged 23
Entering ConstructFrom: 
Score: -126431656.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Entering Unmasked Estep 
Score: -4423133.000000 Penalty: 2576.310547
	Iteration 0F: 2 clusters Score -4423133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4400826.000000 Penalty: 5152.621094
	Iteration 0F: 3 clusters Score -4400826 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4408853.500000 Penalty: 5152.621094
	Iteration 1F: 3 clusters Score -4408854 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4409333.000000 Penalty: 5152.621094
	Iteration 2Q: 3 clusters Score -4409333 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4409786.500000 Penalty: 5152.621094
	Iteration 3Q: 3 clusters Score -4409786 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4410292.500000 Penalty: 5152.621094
	Iteration 4Q: 3 clusters Score -4410292 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4410823.500000 Penalty: 5152.621094
	Iteration 5Q: 3 clusters Score -4410824 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4411484.500000 Penalty: 5152.621094
	Iteration 6Q: 3 clusters Score -4411484 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4412331.500000 Penalty: 5152.621094
	Iteration 7Q: 3 clusters Score -4412332 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4413421.500000 Penalty: 5152.621094
	Iteration 8F: 3 clusters Score -4413422 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -4414681.500000 Penalty: 5152.621094
	Iteration 9F: 3 clusters Score -4414682 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4416046.000000 Penalty: 5152.621094
	Iteration 10F: 3 clusters Score -4416046 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4417375.500000 Penalty: 5152.621094
	Iteration 11F: 3 clusters Score -4417376 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4418493.000000 Penalty: 5152.621094
	Iteration 12Q: 3 clusters Score -4418493 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4419387.000000 Penalty: 5152.621094
	Iteration 13Q: 3 clusters Score -4419387 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4419947.500000 Penalty: 5152.621094
	Iteration 14Q: 3 clusters Score -4419948 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4420284.000000 Penalty: 5152.621094
	Iteration 15Q: 3 clusters Score -4420284 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4420508.000000 Penalty: 5152.621094
	Iteration 16Q: 3 clusters Score -4420508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4420632.000000 Penalty: 5152.621094
	Iteration 17Q: 3 clusters Score -4420632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4420711.000000 Penalty: 5152.621094
	Iteration 18Q: 3 clusters Score -4420711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4420762.500000 Penalty: 5152.621094
	Iteration 19Q: 3 clusters Score -4420762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4420807.500000 Penalty: 5152.621094
	Iteration 20F: 3 clusters Score -4420808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4420821.500000 Penalty: 5152.621094
	Iteration 21Q: 3 clusters Score -4420822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4420838.500000 Penalty: 5152.621094
	Iteration 22Q: 3 clusters Score -4420838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4420848.500000 Penalty: 5152.621094
	Iteration 23Q: 3 clusters Score -4420848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4420866.500000 Penalty: 5152.621094
	Iteration 24Q: 3 clusters Score -4420866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4420873.000000 Penalty: 5152.621094
	Iteration 25Q: 3 clusters Score -4420873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4420878.500000 Penalty: 5152.621094
	Iteration 26Q: 3 clusters Score -4420878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4420884.000000 Penalty: 5152.621094
	Iteration 27Q: 3 clusters Score -4420884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4420892.500000 Penalty: 5152.621094
	Iteration 28Q: 3 clusters Score -4420892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4420903.500000 Penalty: 5152.621094
	Iteration 29Q: 3 clusters Score -4420904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4420903.000000 Penalty: 5152.621094
	Iteration 30Q: 3 clusters Score -4420903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4420903.000000 Penalty: 5152.621094
	Iteration 31Q: 3 clusters Score -4420903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4420905.000000 Penalty: 5152.621094
	Iteration 32Q: 3 clusters Score -4420905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4420908.000000 Penalty: 5152.621094
	Iteration 33Q: 3 clusters Score -4420908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4420908.000000 Penalty: 5152.621094
	Iteration 34F: 3 clusters Score -4420908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84993.406250 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -84993.41 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 360 members 
Entering Unmasked Estep 
Score: -83672.765625 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -83672.77 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84204.976562 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -84204.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84488.898438 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -84488.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84608.882812 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -84608.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84669.554688 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -84669.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84710.171875 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -84710.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84737.898438 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -84737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84755.125000 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -84755.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84787.406250 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -84787.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84815.117188 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -84815.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84845.273438 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -84845.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84859.453125 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -84859.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84864.492188 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -84864.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -84868.843750 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -84868.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -84875.656250 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -84875.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84884.382812 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -84884.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84891.117188 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -84891.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -84896.257812 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -84896.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84897.617188 Penalty: 3275.556152
	Iteration 18Q: 3 clusters Score -84897.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84899.218750 Penalty: 3275.556152
	Iteration 19F: 3 clusters Score -84899.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84904.898438 Penalty: 3275.556152
	Iteration 20F: 3 clusters Score -84904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84912.640625 Penalty: 3275.556152
	Iteration 21Q: 3 clusters Score -84912.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84914.250000 Penalty: 3275.556152
	Iteration 22Q: 3 clusters Score -84914.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84914.250000 Penalty: 3275.556152
	Iteration 23F: 3 clusters Score -84914.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -226408.187500 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -226408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -223920.609375 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -223920.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -224380.546875 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -224380.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -224573.296875 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -224573.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -224687.359375 Penalty: 3718.614746
	Iteration 3F: 3 clusters Score -224687.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -224780.843750 Penalty: 3718.614746
	Iteration 4Q: 3 clusters Score -224780.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224897.031250 Penalty: 3718.614746
	Iteration 5Q: 3 clusters Score -224897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -225038.671875 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -225038.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225194.453125 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -225194.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -225359.531250 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -225359.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -225467.046875 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -225467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -225512.250000 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -225512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -225536.218750 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -225536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -225555.718750 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -225555.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -225563.265625 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -225563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -225564.859375 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -225564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -225567.359375 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -225567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -225568.031250 Penalty: 3718.614746
	Iteration 16Q: 3 clusters Score -225568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -225569.328125 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -225569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -225570.000000 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -225570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -225570.000000 Penalty: 3718.614746
	Iteration 19F: 3 clusters Score -225570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Entering Unmasked Estep 
Score: -2651709.500000 Penalty: 2462.853271
	Iteration 0F: 2 clusters Score -2651710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2637250.250000 Penalty: 4925.706543
	Iteration 0F: 3 clusters Score -2637250 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2642301.500000 Penalty: 4925.706543
	Iteration 1F: 3 clusters Score -2642302 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2642967.000000 Penalty: 4925.706543
	Iteration 2F: 3 clusters Score -2642967 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2643647.000000 Penalty: 4925.706543
	Iteration 3F: 3 clusters Score -2643647 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2644179.000000 Penalty: 4925.706543
	Iteration 4F: 3 clusters Score -2644179 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2644599.250000 Penalty: 4925.706543
	Iteration 5Q: 3 clusters Score -2644599 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2644963.000000 Penalty: 4925.706543
	Iteration 6Q: 3 clusters Score -2644963 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2645312.250000 Penalty: 4925.706543
	Iteration 7Q: 3 clusters Score -2645312 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2645595.500000 Penalty: 4925.706543
	Iteration 8Q: 3 clusters Score -2645596 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2645872.750000 Penalty: 4925.706543
	Iteration 9Q: 3 clusters Score -2645873 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2646124.750000 Penalty: 4925.706543
	Iteration 10Q: 3 clusters Score -2646125 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2646378.500000 Penalty: 4925.706543
	Iteration 11Q: 3 clusters Score -2646378 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2646618.750000 Penalty: 4925.706543
	Iteration 12Q: 3 clusters Score -2646619 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2646924.250000 Penalty: 4925.706543
	Iteration 13Q: 3 clusters Score -2646924 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2647332.250000 Penalty: 4925.706543
	Iteration 14Q: 3 clusters Score -2647332 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2647821.750000 Penalty: 4925.706543
	Iteration 15Q: 3 clusters Score -2647822 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2648246.250000 Penalty: 4925.706543
	Iteration 16Q: 3 clusters Score -2648246 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2648575.500000 Penalty: 4925.706543
	Iteration 17Q: 3 clusters Score -2648576 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2648730.000000 Penalty: 4925.706543
	Iteration 18Q: 3 clusters Score -2648730 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2648806.000000 Penalty: 4925.706543
	Iteration 19Q: 3 clusters Score -2648806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2648853.750000 Penalty: 4925.706543
	Iteration 20F: 3 clusters Score -2648854 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2648882.000000 Penalty: 4925.706543
	Iteration 21Q: 3 clusters Score -2648882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2648904.250000 Penalty: 4925.706543
	Iteration 22Q: 3 clusters Score -2648904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2648936.750000 Penalty: 4925.706543
	Iteration 23Q: 3 clusters Score -2648937 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2648950.000000 Penalty: 4925.706543
	Iteration 24Q: 3 clusters Score -2648950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2648986.250000 Penalty: 4925.706543
	Iteration 25Q: 3 clusters Score -2648986 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2649008.750000 Penalty: 4925.706543
	Iteration 26Q: 3 clusters Score -2649009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2649043.250000 Penalty: 4925.706543
	Iteration 27Q: 3 clusters Score -2649043 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2649094.250000 Penalty: 4925.706543
	Iteration 28Q: 3 clusters Score -2649094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2649142.750000 Penalty: 4925.706543
	Iteration 29Q: 3 clusters Score -2649143 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2649199.000000 Penalty: 4925.706543
	Iteration 30Q: 3 clusters Score -2649199 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2649261.250000 Penalty: 4925.706543
	Iteration 31Q: 3 clusters Score -2649261 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2649365.000000 Penalty: 4925.706543
	Iteration 32Q: 3 clusters Score -2649365 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2649457.250000 Penalty: 4925.706543
	Iteration 33Q: 3 clusters Score -2649457 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2649595.500000 Penalty: 4925.706543
	Iteration 34Q: 3 clusters Score -2649596 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2649783.250000 Penalty: 4925.706543
	Iteration 35Q: 3 clusters Score -2649783 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2650032.750000 Penalty: 4925.706543
	Iteration 36Q: 3 clusters Score -2650033 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2650270.750000 Penalty: 4925.706543
	Iteration 37Q: 3 clusters Score -2650271 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2650453.500000 Penalty: 4925.706543
	Iteration 38Q: 3 clusters Score -2650454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2650599.250000 Penalty: 4925.706543
	Iteration 39Q: 3 clusters Score -2650599 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2650692.250000 Penalty: 4925.706543
	Iteration 40F: 3 clusters Score -2650692 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2650752.000000 Penalty: 4925.706543
	Iteration 41Q: 3 clusters Score -2650752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2650788.250000 Penalty: 4925.706543
	Iteration 42Q: 3 clusters Score -2650788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2650815.000000 Penalty: 4925.706543
	Iteration 43Q: 3 clusters Score -2650815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2650836.750000 Penalty: 4925.706543
	Iteration 44Q: 3 clusters Score -2650837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2650845.000000 Penalty: 4925.706543
	Iteration 45Q: 3 clusters Score -2650845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2650846.000000 Penalty: 4925.706543
	Iteration 46Q: 3 clusters Score -2650846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2650848.750000 Penalty: 4925.706543
	Iteration 47Q: 3 clusters Score -2650849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2650855.250000 Penalty: 4925.706543
	Iteration 48Q: 3 clusters Score -2650855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2650859.250000 Penalty: 4925.706543
	Iteration 49Q: 3 clusters Score -2650859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2650854.250000 Penalty: 4925.706543
	Iteration 50Q: 3 clusters Score -2650854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2650854.750000 Penalty: 4925.706543
	Iteration 51Q: 3 clusters Score -2650855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2650857.000000 Penalty: 4925.706543
	Iteration 52Q: 3 clusters Score -2650857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2650858.250000 Penalty: 4925.706543
	Iteration 53Q: 3 clusters Score -2650858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2650854.000000 Penalty: 4925.706543
	Iteration 54Q: 3 clusters Score -2650854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2650852.750000 Penalty: 4925.706543
	Iteration 55Q: 3 clusters Score -2650853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2650849.500000 Penalty: 4925.706543
	Iteration 56Q: 3 clusters Score -2650850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2650853.000000 Penalty: 4925.706543
	Iteration 57Q: 3 clusters Score -2650853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2650855.250000 Penalty: 4925.706543
	Iteration 58Q: 3 clusters Score -2650855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2650855.250000 Penalty: 4925.706543
	Iteration 59F: 3 clusters Score -2650855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -156460.671875 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -156460.7 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 550 members 
Entering Unmasked Estep 
Score: -154359.234375 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -154359.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -154623.156250 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -154623.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154711.656250 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -154711.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -154761.546875 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -154761.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -154792.578125 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -154792.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154817.609375 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -154817.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154832.062500 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -154832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -154836.968750 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -154837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -154841.734375 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -154841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -154843.921875 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -154843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154845.437500 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -154845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -154847.296875 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -154847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -154849.453125 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -154849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -154851.687500 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -154851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -154854.750000 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -154854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154857.781250 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -154857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154859.546875 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -154859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154861.937500 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -154861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154864.218750 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -154864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -154865.078125 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -154865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154866.890625 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -154866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154867.265625 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -154867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154869.609375 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -154869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -154870.218750 Penalty: 3501.996338
	Iteration 23Q: 3 clusters Score -154870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -154870.453125 Penalty: 3501.996338
	Iteration 24Q: 3 clusters Score -154870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -154870.453125 Penalty: 3501.996338
	Iteration 25F: 3 clusters Score -154870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Entering Unmasked Estep 
Score: -2414398.250000 Penalty: 2441.996094
	Iteration 0F: 2 clusters Score -2414398 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 9409 members 
Entering Unmasked Estep 
Score: -2401119.000000 Penalty: 4883.992188
	Iteration 0F: 3 clusters Score -2401119 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2405675.500000 Penalty: 4883.992188
	Iteration 1F: 3 clusters Score -2405676 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2406246.000000 Penalty: 4883.992188
	Iteration 2F: 3 clusters Score -2406246 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2406863.250000 Penalty: 4883.992188
	Iteration 3F: 3 clusters Score -2406863 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2407506.000000 Penalty: 4883.992188
	Iteration 4F: 3 clusters Score -2407506 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2408254.500000 Penalty: 4883.992188
	Iteration 5F: 3 clusters Score -2408254 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2409015.000000 Penalty: 4883.992188
	Iteration 6F: 3 clusters Score -2409015 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2409643.500000 Penalty: 4883.992188
	Iteration 7F: 3 clusters Score -2409644 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2410241.750000 Penalty: 4883.992188
	Iteration 8Q: 3 clusters Score -2410242 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2410726.250000 Penalty: 4883.992188
	Iteration 9Q: 3 clusters Score -2410726 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2411240.750000 Penalty: 4883.992188
	Iteration 10Q: 3 clusters Score -2411241 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2411726.250000 Penalty: 4883.992188
	Iteration 11Q: 3 clusters Score -2411726 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2412165.500000 Penalty: 4883.992188
	Iteration 12Q: 3 clusters Score -2412166 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2412541.500000 Penalty: 4883.992188
	Iteration 13Q: 3 clusters Score -2412542 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2412819.500000 Penalty: 4883.992188
	Iteration 14Q: 3 clusters Score -2412820 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2412987.250000 Penalty: 4883.992188
	Iteration 15Q: 3 clusters Score -2412987 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2413082.250000 Penalty: 4883.992188
	Iteration 16Q: 3 clusters Score -2413082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2413143.250000 Penalty: 4883.992188
	Iteration 17Q: 3 clusters Score -2413143 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2413162.500000 Penalty: 4883.992188
	Iteration 18Q: 3 clusters Score -2413162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2413185.250000 Penalty: 4883.992188
	Iteration 19Q: 3 clusters Score -2413185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2413200.500000 Penalty: 4883.992188
	Iteration 20F: 3 clusters Score -2413200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2413210.250000 Penalty: 4883.992188
	Iteration 21Q: 3 clusters Score -2413210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2413212.250000 Penalty: 4883.992188
	Iteration 22Q: 3 clusters Score -2413212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2413211.500000 Penalty: 4883.992188
	Iteration 23Q: 3 clusters Score -2413212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2413218.000000 Penalty: 4883.992188
	Iteration 24Q: 3 clusters Score -2413218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2413213.500000 Penalty: 4883.992188
	Iteration 25Q: 3 clusters Score -2413214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2413213.000000 Penalty: 4883.992188
	Iteration 26Q: 3 clusters Score -2413213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2413219.000000 Penalty: 4883.992188
	Iteration 27Q: 3 clusters Score -2413219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2413218.000000 Penalty: 4883.992188
	Iteration 28Q: 3 clusters Score -2413218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2413220.750000 Penalty: 4883.992188
	Iteration 29Q: 3 clusters Score -2413221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2413220.750000 Penalty: 4883.992188
	Iteration 30F: 3 clusters Score -2413221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -60327.453125 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -60327.45 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 257 members 
Entering Unmasked Estep 
Score: -58809.957031 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -58809.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58964.484375 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -58964.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59024.910156 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -59024.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59038.531250 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -59038.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59055.277344 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -59055.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59070.296875 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -59070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59092.652344 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -59092.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59098.265625 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -59098.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59099.796875 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -59099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59099.796875 Penalty: 3070.396484
	Iteration 9F: 3 clusters Score -59099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Entering Unmasked Estep 
Score: -2803279.000000 Penalty: 2474.161865
	Iteration 0F: 2 clusters Score -2803279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2788179.000000 Penalty: 4948.323730
	Iteration 0F: 3 clusters Score -2788179 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2793688.500000 Penalty: 4948.323730
	Iteration 1F: 3 clusters Score -2793688 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2794628.500000 Penalty: 4948.323730
	Iteration 2F: 3 clusters Score -2794628 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2795586.250000 Penalty: 4948.323730
	Iteration 3F: 3 clusters Score -2795586 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2796405.250000 Penalty: 4948.323730
	Iteration 4F: 3 clusters Score -2796405 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2797074.250000 Penalty: 4948.323730
	Iteration 5F: 3 clusters Score -2797074 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2797584.250000 Penalty: 4948.323730
	Iteration 6Q: 3 clusters Score -2797584 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2797991.500000 Penalty: 4948.323730
	Iteration 7Q: 3 clusters Score -2797992 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2798435.750000 Penalty: 4948.323730
	Iteration 8Q: 3 clusters Score -2798436 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2798853.500000 Penalty: 4948.323730
	Iteration 9Q: 3 clusters Score -2798854 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2799208.500000 Penalty: 4948.323730
	Iteration 10Q: 3 clusters Score -2799208 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2799527.250000 Penalty: 4948.323730
	Iteration 11Q: 3 clusters Score -2799527 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2799771.500000 Penalty: 4948.323730
	Iteration 12Q: 3 clusters Score -2799772 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2799984.000000 Penalty: 4948.323730
	Iteration 13Q: 3 clusters Score -2799984 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2800174.000000 Penalty: 4948.323730
	Iteration 14Q: 3 clusters Score -2800174 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2800364.250000 Penalty: 4948.323730
	Iteration 15Q: 3 clusters Score -2800364 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2800565.000000 Penalty: 4948.323730
	Iteration 16Q: 3 clusters Score -2800565 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2800779.000000 Penalty: 4948.323730
	Iteration 17Q: 3 clusters Score -2800779 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2801011.250000 Penalty: 4948.323730
	Iteration 18Q: 3 clusters Score -2801011 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2801240.000000 Penalty: 4948.323730
	Iteration 19Q: 3 clusters Score -2801240 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2801438.750000 Penalty: 4948.323730
	Iteration 20F: 3 clusters Score -2801439 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2801600.750000 Penalty: 4948.323730
	Iteration 21Q: 3 clusters Score -2801601 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2801719.250000 Penalty: 4948.323730
	Iteration 22Q: 3 clusters Score -2801719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2801837.250000 Penalty: 4948.323730
	Iteration 23Q: 3 clusters Score -2801837 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2801912.000000 Penalty: 4948.323730
	Iteration 24Q: 3 clusters Score -2801912 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2801971.750000 Penalty: 4948.323730
	Iteration 25Q: 3 clusters Score -2801972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2802024.250000 Penalty: 4948.323730
	Iteration 26Q: 3 clusters Score -2802024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2802064.500000 Penalty: 4948.323730
	Iteration 27Q: 3 clusters Score -2802064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2802083.750000 Penalty: 4948.323730
	Iteration 28Q: 3 clusters Score -2802084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2802116.250000 Penalty: 4948.323730
	Iteration 29Q: 3 clusters Score -2802116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2802134.750000 Penalty: 4948.323730
	Iteration 30Q: 3 clusters Score -2802135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2802142.500000 Penalty: 4948.323730
	Iteration 31Q: 3 clusters Score -2802142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2802158.500000 Penalty: 4948.323730
	Iteration 32Q: 3 clusters Score -2802158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2802161.750000 Penalty: 4948.323730
	Iteration 33Q: 3 clusters Score -2802162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2802169.250000 Penalty: 4948.323730
	Iteration 34Q: 3 clusters Score -2802169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2802175.500000 Penalty: 4948.323730
	Iteration 35Q: 3 clusters Score -2802176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2802176.250000 Penalty: 4948.323730
	Iteration 36Q: 3 clusters Score -2802176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2802175.500000 Penalty: 4948.323730
	Iteration 37Q: 3 clusters Score -2802176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2802176.000000 Penalty: 4948.323730
	Iteration 38Q: 3 clusters Score -2802176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2802179.500000 Penalty: 4948.323730
	Iteration 39Q: 3 clusters Score -2802180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2802178.750000 Penalty: 4948.323730
	Iteration 40F: 3 clusters Score -2802179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2802175.750000 Penalty: 4948.323730
	Iteration 41Q: 3 clusters Score -2802176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2802177.750000 Penalty: 4948.323730
	Iteration 42Q: 3 clusters Score -2802178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2802176.750000 Penalty: 4948.323730
	Iteration 43Q: 3 clusters Score -2802177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2802181.000000 Penalty: 4948.323730
	Iteration 44Q: 3 clusters Score -2802181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2802184.250000 Penalty: 4948.323730
	Iteration 45Q: 3 clusters Score -2802184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2802187.750000 Penalty: 4948.323730
	Iteration 46Q: 3 clusters Score -2802188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2802189.000000 Penalty: 4948.323730
	Iteration 47Q: 3 clusters Score -2802189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2802187.250000 Penalty: 4948.323730
	Iteration 48Q: 3 clusters Score -2802187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2802187.250000 Penalty: 4948.323730
	Iteration 49F: 3 clusters Score -2802187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Entering Unmasked Estep 
Score: -1344045.000000 Penalty: 2293.962646
	Iteration 0F: 2 clusters Score -1344045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1336141.125000 Penalty: 4587.925293
	Iteration 0F: 3 clusters Score -1336141 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1338421.250000 Penalty: 4587.925293
	Iteration 1F: 3 clusters Score -1338421 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1338709.000000 Penalty: 4587.925293
	Iteration 2F: 3 clusters Score -1338709 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1338968.000000 Penalty: 4587.925293
	Iteration 3F: 3 clusters Score -1338968 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1339250.750000 Penalty: 4587.925293
	Iteration 4Q: 3 clusters Score -1339251 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1339625.250000 Penalty: 4587.925293
	Iteration 5Q: 3 clusters Score -1339625 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1340140.375000 Penalty: 4587.925293
	Iteration 6Q: 3 clusters Score -1340140 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1340524.375000 Penalty: 4587.925293
	Iteration 7F: 3 clusters Score -1340524 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1340847.875000 Penalty: 4587.925293
	Iteration 8Q: 3 clusters Score -1340848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1341118.125000 Penalty: 4587.925293
	Iteration 9Q: 3 clusters Score -1341118 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1341334.500000 Penalty: 4587.925293
	Iteration 10Q: 3 clusters Score -1341334 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1341487.500000 Penalty: 4587.925293
	Iteration 11Q: 3 clusters Score -1341488 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1341587.750000 Penalty: 4587.925293
	Iteration 12Q: 3 clusters Score -1341588 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1341673.125000 Penalty: 4587.925293
	Iteration 13Q: 3 clusters Score -1341673 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1341729.750000 Penalty: 4587.925293
	Iteration 14Q: 3 clusters Score -1341730 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1341777.375000 Penalty: 4587.925293
	Iteration 15Q: 3 clusters Score -1341777 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1341835.000000 Penalty: 4587.925293
	Iteration 16Q: 3 clusters Score -1341835 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1341897.625000 Penalty: 4587.925293
	Iteration 17Q: 3 clusters Score -1341898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1341964.750000 Penalty: 4587.925293
	Iteration 18Q: 3 clusters Score -1341965 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1342050.625000 Penalty: 4587.925293
	Iteration 19Q: 3 clusters Score -1342051 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1342135.875000 Penalty: 4587.925293
	Iteration 20F: 3 clusters Score -1342136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1342238.375000 Penalty: 4587.925293
	Iteration 21Q: 3 clusters Score -1342238 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1342347.625000 Penalty: 4587.925293
	Iteration 22Q: 3 clusters Score -1342348 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1342464.375000 Penalty: 4587.925293
	Iteration 23Q: 3 clusters Score -1342464 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1342571.375000 Penalty: 4587.925293
	Iteration 24Q: 3 clusters Score -1342571 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1342656.750000 Penalty: 4587.925293
	Iteration 25Q: 3 clusters Score -1342657 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1342737.375000 Penalty: 4587.925293
	Iteration 26Q: 3 clusters Score -1342737 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1342795.625000 Penalty: 4587.925293
	Iteration 27Q: 3 clusters Score -1342796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1342840.125000 Penalty: 4587.925293
	Iteration 28Q: 3 clusters Score -1342840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1342883.375000 Penalty: 4587.925293
	Iteration 29Q: 3 clusters Score -1342883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1342919.000000 Penalty: 4587.925293
	Iteration 30Q: 3 clusters Score -1342919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1342946.000000 Penalty: 4587.925293
	Iteration 31Q: 3 clusters Score -1342946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1342969.375000 Penalty: 4587.925293
	Iteration 32Q: 3 clusters Score -1342969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1342988.125000 Penalty: 4587.925293
	Iteration 33Q: 3 clusters Score -1342988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1343014.625000 Penalty: 4587.925293
	Iteration 34Q: 3 clusters Score -1343015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1343030.875000 Penalty: 4587.925293
	Iteration 35Q: 3 clusters Score -1343031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1343046.000000 Penalty: 4587.925293
	Iteration 36Q: 3 clusters Score -1343046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1343064.125000 Penalty: 4587.925293
	Iteration 37Q: 3 clusters Score -1343064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1343084.250000 Penalty: 4587.925293
	Iteration 38Q: 3 clusters Score -1343084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1343097.625000 Penalty: 4587.925293
	Iteration 39Q: 3 clusters Score -1343098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1343111.625000 Penalty: 4587.925293
	Iteration 40F: 3 clusters Score -1343112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1343122.000000 Penalty: 4587.925293
	Iteration 41Q: 3 clusters Score -1343122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1343127.500000 Penalty: 4587.925293
	Iteration 42Q: 3 clusters Score -1343128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1343132.750000 Penalty: 4587.925293
	Iteration 43Q: 3 clusters Score -1343133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1343138.750000 Penalty: 4587.925293
	Iteration 44Q: 3 clusters Score -1343139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1343140.625000 Penalty: 4587.925293
	Iteration 45Q: 3 clusters Score -1343141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1343144.250000 Penalty: 4587.925293
	Iteration 46Q: 3 clusters Score -1343144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1343146.250000 Penalty: 4587.925293
	Iteration 47Q: 3 clusters Score -1343146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1343149.000000 Penalty: 4587.925293
	Iteration 48Q: 3 clusters Score -1343149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1343151.500000 Penalty: 4587.925293
	Iteration 49Q: 3 clusters Score -1343152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1343150.750000 Penalty: 4587.925293
	Iteration 50Q: 3 clusters Score -1343151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1343152.625000 Penalty: 4587.925293
	Iteration 51Q: 3 clusters Score -1343153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1343151.750000 Penalty: 4587.925293
	Iteration 52Q: 3 clusters Score -1343152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1343158.625000 Penalty: 4587.925293
	Iteration 53Q: 3 clusters Score -1343159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1343159.875000 Penalty: 4587.925293
	Iteration 54Q: 3 clusters Score -1343160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1343161.875000 Penalty: 4587.925293
	Iteration 55Q: 3 clusters Score -1343162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1343164.000000 Penalty: 4587.925293
	Iteration 56Q: 3 clusters Score -1343164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1343164.500000 Penalty: 4587.925293
	Iteration 57Q: 3 clusters Score -1343164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1343165.250000 Penalty: 4587.925293
	Iteration 58Q: 3 clusters Score -1343165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1343169.000000 Penalty: 4587.925293
	Iteration 59Q: 3 clusters Score -1343169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1343171.750000 Penalty: 4587.925293
	Iteration 60F: 3 clusters Score -1343172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1343171.500000 Penalty: 4587.925293
	Iteration 61Q: 3 clusters Score -1343172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1343170.625000 Penalty: 4587.925293
	Iteration 62Q: 3 clusters Score -1343171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1343171.750000 Penalty: 4587.925293
	Iteration 63Q: 3 clusters Score -1343172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1343170.750000 Penalty: 4587.925293
	Iteration 64Q: 3 clusters Score -1343171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1343173.750000 Penalty: 4587.925293
	Iteration 65Q: 3 clusters Score -1343174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1343173.500000 Penalty: 4587.925293
	Iteration 66Q: 3 clusters Score -1343174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1343175.750000 Penalty: 4587.925293
	Iteration 67Q: 3 clusters Score -1343176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1343175.750000 Penalty: 4587.925293
	Iteration 68F: 3 clusters Score -1343176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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 244 members 
Entering Unmasked Estep 
Score: -49349.062500 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49349.06 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49628.960938 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49628.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49823.156250 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -49823.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49990.691406 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -49990.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50074.082031 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -50074.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50173.085938 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50173.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50305.765625 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50305.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50399.656250 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50399.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50454.511719 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50454.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50485.839844 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -50485.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50497.828125 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -50497.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50513.906250 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -50513.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50516.449219 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -50516.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50518.472656 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -50518.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50522.246094 Penalty: 3064.260254
	Iteration 14F: 3 clusters Score -50522.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50553.175781 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -50553.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50628.839844 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -50628.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50709.582031 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -50709.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50737.929688 Penalty: 3064.260254
	Iteration 18Q: 3 clusters Score -50737.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50769.156250 Penalty: 3064.260254
	Iteration 19Q: 3 clusters Score -50769.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50788.468750 Penalty: 3064.260254
	Iteration 20F: 3 clusters Score -50788.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50847.960938 Penalty: 3064.260254
	Iteration 21Q: 3 clusters Score -50847.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50847.960938 Penalty: 3064.260254
	Iteration 22F: 3 clusters Score -50847.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 128768 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46377 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168104 members 
Mstep: Class 22 contains 162097 members 
Mstep: Class 23 contains 168547 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 288 members 
Entering Unmasked Estep 
Score: -126429864.000000 Penalty: 99042.679688
Splitting cluster 10 changes total score from -126431656.000000 to -126429864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (128768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128768 members 
Entering Unmasked Estep 
Score: -17503404.000000 Penalty: 2917.910400
	Iteration 0F: 2 clusters Score -1.75034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -17417918.000000 Penalty: 5835.820801
	Iteration 0F: 3 clusters Score -1.741792e+07 nChanged 61508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -17453236.000000 Penalty: 5835.820801
	Iteration 1F: 3 clusters Score -1.745324e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -17454106.000000 Penalty: 5835.820801
	Iteration 2Q: 3 clusters Score -1.745411e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -17455046.000000 Penalty: 5835.820801
	Iteration 3Q: 3 clusters Score -1.745505e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -17456398.000000 Penalty: 5835.820801
	Iteration 4Q: 3 clusters Score -1.74564e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -17458302.000000 Penalty: 5835.820801
	Iteration 5Q: 3 clusters Score -1.74583e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -17460944.000000 Penalty: 5835.820801
	Iteration 6Q: 3 clusters Score -1.746094e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -17464574.000000 Penalty: 5835.820801
	Iteration 7F: 3 clusters Score -1.746457e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -17469766.000000 Penalty: 5835.820801
	Iteration 8F: 3 clusters Score -1.746977e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -17476046.000000 Penalty: 5835.820801
	Iteration 9F: 3 clusters Score -1.747605e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -17481276.000000 Penalty: 5835.820801
	Iteration 10F: 3 clusters Score -1.748128e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -17483812.000000 Penalty: 5835.820801
	Iteration 11Q: 3 clusters Score -1.748381e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -17484676.000000 Penalty: 5835.820801
	Iteration 12Q: 3 clusters Score -1.748468e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -17485044.000000 Penalty: 5835.820801
	Iteration 13Q: 3 clusters Score -1.748504e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -17485304.000000 Penalty: 5835.820801
	Iteration 14Q: 3 clusters Score -1.74853e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -17485532.000000 Penalty: 5835.820801
	Iteration 15Q: 3 clusters Score -1.748553e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -17485798.000000 Penalty: 5835.820801
	Iteration 16Q: 3 clusters Score -1.74858e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -17486116.000000 Penalty: 5835.820801
	Iteration 17Q: 3 clusters Score -1.748612e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -17486442.000000 Penalty: 5835.820801
	Iteration 18Q: 3 clusters Score -1.748644e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -17486790.000000 Penalty: 5835.820801
	Iteration 19Q: 3 clusters Score -1.748679e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -17487146.000000 Penalty: 5835.820801
	Iteration 20F: 3 clusters Score -1.748715e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -17487482.000000 Penalty: 5835.820801
	Iteration 21Q: 3 clusters Score -1.748748e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -17487818.000000 Penalty: 5835.820801
	Iteration 22Q: 3 clusters Score -1.748782e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -17488084.000000 Penalty: 5835.820801
	Iteration 23Q: 3 clusters Score -1.748808e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -17488396.000000 Penalty: 5835.820801
	Iteration 24Q: 3 clusters Score -1.74884e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -17488816.000000 Penalty: 5835.820801
	Iteration 25Q: 3 clusters Score -1.748882e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -17489286.000000 Penalty: 5835.820801
	Iteration 26Q: 3 clusters Score -1.748929e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -17489826.000000 Penalty: 5835.820801
	Iteration 27Q: 3 clusters Score -1.748983e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -17490368.000000 Penalty: 5835.820801
	Iteration 28Q: 3 clusters Score -1.749037e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -17490878.000000 Penalty: 5835.820801
	Iteration 29Q: 3 clusters Score -1.749088e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -17491356.000000 Penalty: 5835.820801
	Iteration 30Q: 3 clusters Score -1.749136e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -17491744.000000 Penalty: 5835.820801
	Iteration 31Q: 3 clusters Score -1.749174e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -17492136.000000 Penalty: 5835.820801
	Iteration 32Q: 3 clusters Score -1.749214e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -17492506.000000 Penalty: 5835.820801
	Iteration 33Q: 3 clusters Score -1.749251e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -17492856.000000 Penalty: 5835.820801
	Iteration 34Q: 3 clusters Score -1.749286e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -17493226.000000 Penalty: 5835.820801
	Iteration 35Q: 3 clusters Score -1.749323e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -17493648.000000 Penalty: 5835.820801
	Iteration 36Q: 3 clusters Score -1.749365e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -17493946.000000 Penalty: 5835.820801
	Iteration 37Q: 3 clusters Score -1.749395e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -17494286.000000 Penalty: 5835.820801
	Iteration 38Q: 3 clusters Score -1.749429e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -17494760.000000 Penalty: 5835.820801
	Iteration 39Q: 3 clusters Score -1.749476e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -17495046.000000 Penalty: 5835.820801
	Iteration 40F: 3 clusters Score -1.749505e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -17495414.000000 Penalty: 5835.820801
	Iteration 41Q: 3 clusters Score -1.749541e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -17495722.000000 Penalty: 5835.820801
	Iteration 42Q: 3 clusters Score -1.749572e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -17496000.000000 Penalty: 5835.820801
	Iteration 43Q: 3 clusters Score -1.7496e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 111343 members 
Entering Unmasked Estep 
Score: -17496354.000000 Penalty: 5835.820801
	Iteration 44Q: 3 clusters Score -1.749635e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -17496700.000000 Penalty: 5835.820801
	Iteration 45Q: 3 clusters Score -1.74967e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 114016 members 
Entering Unmasked Estep 
Score: -17497102.000000 Penalty: 5835.820801
	Iteration 46Q: 3 clusters Score -1.74971e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 115300 members 
Entering Unmasked Estep 
Score: -17497496.000000 Penalty: 5835.820801
	Iteration 47Q: 3 clusters Score -1.74975e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 116548 members 
Entering Unmasked Estep 
Score: -17497918.000000 Penalty: 5835.820801
	Iteration 48Q: 3 clusters Score -1.749792e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -17498324.000000 Penalty: 5835.820801
	Iteration 49Q: 3 clusters Score -1.749832e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -17498658.000000 Penalty: 5835.820801
	Iteration 50Q: 3 clusters Score -1.749866e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -17498954.000000 Penalty: 5835.820801
	Iteration 51Q: 3 clusters Score -1.749895e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -17499214.000000 Penalty: 5835.820801
	Iteration 52Q: 3 clusters Score -1.749921e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -17499478.000000 Penalty: 5835.820801
	Iteration 53Q: 3 clusters Score -1.749948e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -17499664.000000 Penalty: 5835.820801
	Iteration 54Q: 3 clusters Score -1.749966e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -17499906.000000 Penalty: 5835.820801
	Iteration 55Q: 3 clusters Score -1.749991e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 123309 members 
Entering Unmasked Estep 
Score: -17500082.000000 Penalty: 5835.820801
	Iteration 56Q: 3 clusters Score -1.750008e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -17500314.000000 Penalty: 5835.820801
	Iteration 57Q: 3 clusters Score -1.750031e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -17500456.000000 Penalty: 5835.820801
	Iteration 58Q: 3 clusters Score -1.750046e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 124682 members 
Entering Unmasked Estep 
Score: -17500606.000000 Penalty: 5835.820801
	Iteration 59Q: 3 clusters Score -1.750061e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 125029 members 
Entering Unmasked Estep 
Score: -17500758.000000 Penalty: 5835.820801
	Iteration 60F: 3 clusters Score -1.750076e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -17500840.000000 Penalty: 5835.820801
	Iteration 61Q: 3 clusters Score -1.750084e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -17500938.000000 Penalty: 5835.820801
	Iteration 62Q: 3 clusters Score -1.750094e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -17501024.000000 Penalty: 5835.820801
	Iteration 63Q: 3 clusters Score -1.750102e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -17501020.000000 Penalty: 5835.820801
	Iteration 64Q: 3 clusters Score -1.750102e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 126148 members 
Entering Unmasked Estep 
Score: -17501060.000000 Penalty: 5835.820801
	Iteration 65Q: 3 clusters Score -1.750106e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -17501096.000000 Penalty: 5835.820801
	Iteration 66Q: 3 clusters Score -1.75011e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 126418 members 
Entering Unmasked Estep 
Score: -17501168.000000 Penalty: 5835.820801
	Iteration 67Q: 3 clusters Score -1.750117e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -17501190.000000 Penalty: 5835.820801
	Iteration 68Q: 3 clusters Score -1.750119e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 126650 members 
Entering Unmasked Estep 
Score: -17501238.000000 Penalty: 5835.820801
	Iteration 69Q: 3 clusters Score -1.750124e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -17501218.000000 Penalty: 5835.820801
	Iteration 70Q: 3 clusters Score -1.750122e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -17501264.000000 Penalty: 5835.820801
	Iteration 71Q: 3 clusters Score -1.750126e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -17501266.000000 Penalty: 5835.820801
	Iteration 72Q: 3 clusters Score -1.750127e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -17501274.000000 Penalty: 5835.820801
	Iteration 73Q: 3 clusters Score -1.750127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 126974 members 
Entering Unmasked Estep 
Score: -17501282.000000 Penalty: 5835.820801
	Iteration 74Q: 3 clusters Score -1.750128e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 127001 members 
Entering Unmasked Estep 
Score: -17501282.000000 Penalty: 5835.820801
	Iteration 75Q: 3 clusters Score -1.750128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -17501286.000000 Penalty: 5835.820801
	Iteration 76Q: 3 clusters Score -1.750129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
Score: -17501292.000000 Penalty: 5835.820801
	Iteration 77Q: 3 clusters Score -1.750129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 127048 members 
Entering Unmasked Estep 
Score: -17501304.000000 Penalty: 5835.820801
	Iteration 78Q: 3 clusters Score -1.75013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 127061 members 
Entering Unmasked Estep 
Score: -17501298.000000 Penalty: 5835.820801
	Iteration 79Q: 3 clusters Score -1.75013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -17501318.000000 Penalty: 5835.820801
	Iteration 80F: 3 clusters Score -1.750132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -17501294.000000 Penalty: 5835.820801
	Iteration 81Q: 3 clusters Score -1.750129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -17501288.000000 Penalty: 5835.820801
	Iteration 82Q: 3 clusters Score -1.750129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -17501274.000000 Penalty: 5835.820801
	Iteration 83Q: 3 clusters Score -1.750127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 127132 members 
Entering Unmasked Estep 
Score: -17501284.000000 Penalty: 5835.820801
	Iteration 84Q: 3 clusters Score -1.750128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 127149 members 
Entering Unmasked Estep 
Score: -17501290.000000 Penalty: 5835.820801
	Iteration 85Q: 3 clusters Score -1.750129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 127164 members 
Entering Unmasked Estep 
Score: -17501296.000000 Penalty: 5835.820801
	Iteration 86Q: 3 clusters Score -1.75013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -17501310.000000 Penalty: 5835.820801
	Iteration 87Q: 3 clusters Score -1.750131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -17501318.000000 Penalty: 5835.820801
	Iteration 88Q: 3 clusters Score -1.750132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -17501314.000000 Penalty: 5835.820801
	Iteration 89Q: 3 clusters Score -1.750131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 127224 members 
Entering Unmasked Estep 
Score: -17501306.000000 Penalty: 5835.820801
	Iteration 90Q: 3 clusters Score -1.750131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -17501308.000000 Penalty: 5835.820801
	Iteration 91Q: 3 clusters Score -1.750131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 127241 members 
Entering Unmasked Estep 
Score: -17501310.000000 Penalty: 5835.820801
	Iteration 92Q: 3 clusters Score -1.750131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 127247 members 
Entering Unmasked Estep 
Score: -17501310.000000 Penalty: 5835.820801
	Iteration 93Q: 3 clusters Score -1.750131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -17501300.000000 Penalty: 5835.820801
	Iteration 94Q: 3 clusters Score -1.75013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -17501316.000000 Penalty: 5835.820801
	Iteration 95Q: 3 clusters Score -1.750132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 127257 members 
Entering Unmasked Estep 
Score: -17501310.000000 Penalty: 5835.820801
	Iteration 96Q: 3 clusters Score -1.750131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -17501310.000000 Penalty: 5835.820801
	Iteration 97Q: 3 clusters Score -1.750131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 127261 members 
Entering Unmasked Estep 
Score: -17501314.000000 Penalty: 5835.820801
	Iteration 98Q: 3 clusters Score -1.750131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -17501314.000000 Penalty: 5835.820801
	Iteration 99Q: 3 clusters Score -1.750131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -17501312.000000 Penalty: 5835.820801
	Iteration 100F: 3 clusters Score -1.750131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -17501312.000000 Penalty: 5835.820801
	Iteration 101Q: 3 clusters Score -1.750131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -17501304.000000 Penalty: 5835.820801
	Iteration 102Q: 3 clusters Score -1.75013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -17501312.000000 Penalty: 5835.820801
	Iteration 103Q: 3 clusters Score -1.750131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -17501304.000000 Penalty: 5835.820801
	Iteration 104Q: 3 clusters Score -1.75013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -17501316.000000 Penalty: 5835.820801
	Iteration 105Q: 3 clusters Score -1.750132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -17501312.000000 Penalty: 5835.820801
	Iteration 106Q: 3 clusters Score -1.750131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -17501316.000000 Penalty: 5835.820801
	Iteration 107Q: 3 clusters Score -1.750132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -17501314.000000 Penalty: 5835.820801
	Iteration 108Q: 3 clusters Score -1.750131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 127294 members 
Entering Unmasked Estep 
Score: -17501312.000000 Penalty: 5835.820801
	Iteration 109Q: 3 clusters Score -1.750131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 127302 members 
Entering Unmasked Estep 
Score: -17501316.000000 Penalty: 5835.820801
	Iteration 110Q: 3 clusters Score -1.750132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -17501310.000000 Penalty: 5835.820801
	Iteration 111Q: 3 clusters Score -1.750131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -17501304.000000 Penalty: 5835.820801
	Iteration 112Q: 3 clusters Score -1.75013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -17501320.000000 Penalty: 5835.820801
	Iteration 113Q: 3 clusters Score -1.750132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -17501320.000000 Penalty: 5835.820801
	Iteration 114F: 3 clusters Score -1.750132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Entering Unmasked Estep 
Score: -1592941.125000 Penalty: 2321.932617
	Iteration 0F: 2 clusters Score -1592941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1584229.500000 Penalty: 4643.865234
	Iteration 0F: 3 clusters Score -1584230 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1586718.125000 Penalty: 4643.865234
	Iteration 1F: 3 clusters Score -1586718 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1587024.250000 Penalty: 4643.865234
	Iteration 2F: 3 clusters Score -1587024 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1587254.875000 Penalty: 4643.865234
	Iteration 3Q: 3 clusters Score -1587255 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1587443.125000 Penalty: 4643.865234
	Iteration 4Q: 3 clusters Score -1587443 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1587614.500000 Penalty: 4643.865234
	Iteration 5Q: 3 clusters Score -1587614 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1587784.375000 Penalty: 4643.865234
	Iteration 6Q: 3 clusters Score -1587784 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1587974.125000 Penalty: 4643.865234
	Iteration 7Q: 3 clusters Score -1587974 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1588211.000000 Penalty: 4643.865234
	Iteration 8Q: 3 clusters Score -1588211 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1588477.875000 Penalty: 4643.865234
	Iteration 9Q: 3 clusters Score -1588478 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1588768.625000 Penalty: 4643.865234
	Iteration 10Q: 3 clusters Score -1588769 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1589124.250000 Penalty: 4643.865234
	Iteration 11Q: 3 clusters Score -1589124 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1589519.000000 Penalty: 4643.865234
	Iteration 12Q: 3 clusters Score -1589519 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1589893.125000 Penalty: 4643.865234
	Iteration 13Q: 3 clusters Score -1589893 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1590223.750000 Penalty: 4643.865234
	Iteration 14Q: 3 clusters Score -1590224 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1590444.500000 Penalty: 4643.865234
	Iteration 15Q: 3 clusters Score -1590444 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1590580.500000 Penalty: 4643.865234
	Iteration 16Q: 3 clusters Score -1590580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1590674.750000 Penalty: 4643.865234
	Iteration 17Q: 3 clusters Score -1590675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1590746.250000 Penalty: 4643.865234
	Iteration 18Q: 3 clusters Score -1590746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1590788.500000 Penalty: 4643.865234
	Iteration 19Q: 3 clusters Score -1590788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1590810.000000 Penalty: 4643.865234
	Iteration 20F: 3 clusters Score -1590810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1590823.500000 Penalty: 4643.865234
	Iteration 21Q: 3 clusters Score -1590824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1590833.250000 Penalty: 4643.865234
	Iteration 22Q: 3 clusters Score -1590833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1590843.125000 Penalty: 4643.865234
	Iteration 23Q: 3 clusters Score -1590843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1590852.375000 Penalty: 4643.865234
	Iteration 24Q: 3 clusters Score -1590852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1590855.625000 Penalty: 4643.865234
	Iteration 25Q: 3 clusters Score -1590856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1590857.375000 Penalty: 4643.865234
	Iteration 26Q: 3 clusters Score -1590857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1590858.000000 Penalty: 4643.865234
	Iteration 27Q: 3 clusters Score -1590858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1590858.375000 Penalty: 4643.865234
	Iteration 28Q: 3 clusters Score -1590858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1590860.500000 Penalty: 4643.865234
	Iteration 29Q: 3 clusters Score -1590860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1590860.500000 Penalty: 4643.865234
	Iteration 30F: 3 clusters Score -1590860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -303471.968750 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -303472 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 1133 members 
Entering Unmasked Estep 
Score: -300664.812500 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -300664.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -301160.531250 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -301160.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301271.281250 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -301271.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -301324.093750 Penalty: 3834.166748
	Iteration 3Q: 3 clusters Score -301324.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -301358.937500 Penalty: 3834.166748
	Iteration 4Q: 3 clusters Score -301358.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -301390.031250 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -301390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -301413.343750 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -301413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -301430.031250 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -301430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -301442.000000 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -301442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301449.937500 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -301449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301455.625000 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -301455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -301458.812500 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -301458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -301461.562500 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -301461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301462.531250 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -301462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -301463.031250 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -301463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -301463.031250 Penalty: 3834.166748
	Iteration 15F: 3 clusters Score -301463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 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 255 members 
Entering Unmasked Estep 
Score: -58742.667969 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58742.67 nChanged 101
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: -58943.332031 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -58943.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59099.593750 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59099.59 nChanged 18
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: -59300.839844 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -59300.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59394.281250 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59394.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59431.378906 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59431.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59441.777344 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59441.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59454.917969 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59454.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59463.824219 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59463.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59484.132812 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59484.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59491.984375 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59491.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59495.769531 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59495.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59495.769531 Penalty: 3081.452637
	Iteration 12F: 3 clusters Score -59495.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Entering Unmasked Estep 
Score: -3311164.500000 Penalty: 2502.291260
	Iteration 0F: 2 clusters Score -3311164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3294521.250000 Penalty: 5004.582520
	Iteration 0F: 3 clusters Score -3294521 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3300034.000000 Penalty: 5004.582520
	Iteration 1F: 3 clusters Score -3300034 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3300362.750000 Penalty: 5004.582520
	Iteration 2Q: 3 clusters Score -3300363 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3300690.000000 Penalty: 5004.582520
	Iteration 3Q: 3 clusters Score -3300690 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3300964.750000 Penalty: 5004.582520
	Iteration 4Q: 3 clusters Score -3300965 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3301184.000000 Penalty: 5004.582520
	Iteration 5Q: 3 clusters Score -3301184 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3301400.750000 Penalty: 5004.582520
	Iteration 6Q: 3 clusters Score -3301401 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3301631.000000 Penalty: 5004.582520
	Iteration 7Q: 3 clusters Score -3301631 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3301893.500000 Penalty: 5004.582520
	Iteration 8Q: 3 clusters Score -3301894 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3302207.750000 Penalty: 5004.582520
	Iteration 9Q: 3 clusters Score -3302208 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3302674.250000 Penalty: 5004.582520
	Iteration 10Q: 3 clusters Score -3302674 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3303292.500000 Penalty: 5004.582520
	Iteration 11Q: 3 clusters Score -3303292 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3304071.500000 Penalty: 5004.582520
	Iteration 12F: 3 clusters Score -3304072 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3305037.750000 Penalty: 5004.582520
	Iteration 13F: 3 clusters Score -3305038 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3306012.000000 Penalty: 5004.582520
	Iteration 14F: 3 clusters Score -3306012 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3306755.750000 Penalty: 5004.582520
	Iteration 15Q: 3 clusters Score -3306756 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3307195.250000 Penalty: 5004.582520
	Iteration 16Q: 3 clusters Score -3307195 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3307446.000000 Penalty: 5004.582520
	Iteration 17Q: 3 clusters Score -3307446 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3307606.000000 Penalty: 5004.582520
	Iteration 18Q: 3 clusters Score -3307606 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3307712.250000 Penalty: 5004.582520
	Iteration 19Q: 3 clusters Score -3307712 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3307820.000000 Penalty: 5004.582520
	Iteration 20F: 3 clusters Score -3307820 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3307929.750000 Penalty: 5004.582520
	Iteration 21Q: 3 clusters Score -3307930 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3307991.000000 Penalty: 5004.582520
	Iteration 22Q: 3 clusters Score -3307991 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3308056.750000 Penalty: 5004.582520
	Iteration 23Q: 3 clusters Score -3308057 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3308118.000000 Penalty: 5004.582520
	Iteration 24Q: 3 clusters Score -3308118 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3308154.000000 Penalty: 5004.582520
	Iteration 25Q: 3 clusters Score -3308154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3308192.250000 Penalty: 5004.582520
	Iteration 26Q: 3 clusters Score -3308192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3308233.250000 Penalty: 5004.582520
	Iteration 27Q: 3 clusters Score -3308233 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3308260.250000 Penalty: 5004.582520
	Iteration 28Q: 3 clusters Score -3308260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3308283.500000 Penalty: 5004.582520
	Iteration 29Q: 3 clusters Score -3308284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3308299.750000 Penalty: 5004.582520
	Iteration 30Q: 3 clusters Score -3308300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3308326.250000 Penalty: 5004.582520
	Iteration 31Q: 3 clusters Score -3308326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3308354.000000 Penalty: 5004.582520
	Iteration 32Q: 3 clusters Score -3308354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3308375.250000 Penalty: 5004.582520
	Iteration 33Q: 3 clusters Score -3308375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3308395.750000 Penalty: 5004.582520
	Iteration 34Q: 3 clusters Score -3308396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3308409.250000 Penalty: 5004.582520
	Iteration 35Q: 3 clusters Score -3308409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3308423.000000 Penalty: 5004.582520
	Iteration 36Q: 3 clusters Score -3308423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3308446.250000 Penalty: 5004.582520
	Iteration 37Q: 3 clusters Score -3308446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3308457.750000 Penalty: 5004.582520
	Iteration 38Q: 3 clusters Score -3308458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3308468.250000 Penalty: 5004.582520
	Iteration 39Q: 3 clusters Score -3308468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3308494.250000 Penalty: 5004.582520
	Iteration 40F: 3 clusters Score -3308494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3308513.750000 Penalty: 5004.582520
	Iteration 41Q: 3 clusters Score -3308514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3308541.000000 Penalty: 5004.582520
	Iteration 42Q: 3 clusters Score -3308541 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3308576.000000 Penalty: 5004.582520
	Iteration 43Q: 3 clusters Score -3308576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3308598.000000 Penalty: 5004.582520
	Iteration 44Q: 3 clusters Score -3308598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3308616.500000 Penalty: 5004.582520
	Iteration 45Q: 3 clusters Score -3308616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3308637.750000 Penalty: 5004.582520
	Iteration 46Q: 3 clusters Score -3308638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3308652.500000 Penalty: 5004.582520
	Iteration 47Q: 3 clusters Score -3308652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3308670.500000 Penalty: 5004.582520
	Iteration 48Q: 3 clusters Score -3308670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3308695.750000 Penalty: 5004.582520
	Iteration 49Q: 3 clusters Score -3308696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3308719.250000 Penalty: 5004.582520
	Iteration 50Q: 3 clusters Score -3308719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3308734.500000 Penalty: 5004.582520
	Iteration 51Q: 3 clusters Score -3308734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3308751.000000 Penalty: 5004.582520
	Iteration 52Q: 3 clusters Score -3308751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3308773.000000 Penalty: 5004.582520
	Iteration 53Q: 3 clusters Score -3308773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3308779.500000 Penalty: 5004.582520
	Iteration 54Q: 3 clusters Score -3308780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3308775.750000 Penalty: 5004.582520
	Iteration 55Q: 3 clusters Score -3308776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3308775.500000 Penalty: 5004.582520
	Iteration 56Q: 3 clusters Score -3308776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3308778.000000 Penalty: 5004.582520
	Iteration 57Q: 3 clusters Score -3308778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3308792.250000 Penalty: 5004.582520
	Iteration 58Q: 3 clusters Score -3308792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3308801.000000 Penalty: 5004.582520
	Iteration 59Q: 3 clusters Score -3308801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3308813.500000 Penalty: 5004.582520
	Iteration 60F: 3 clusters Score -3308814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3308814.250000 Penalty: 5004.582520
	Iteration 61Q: 3 clusters Score -3308814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3308829.000000 Penalty: 5004.582520
	Iteration 62Q: 3 clusters Score -3308829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3308826.250000 Penalty: 5004.582520
	Iteration 63Q: 3 clusters Score -3308826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3308829.250000 Penalty: 5004.582520
	Iteration 64Q: 3 clusters Score -3308829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3308836.750000 Penalty: 5004.582520
	Iteration 65Q: 3 clusters Score -3308837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3308841.250000 Penalty: 5004.582520
	Iteration 66Q: 3 clusters Score -3308841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3308849.000000 Penalty: 5004.582520
	Iteration 67Q: 3 clusters Score -3308849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3308851.000000 Penalty: 5004.582520
	Iteration 68Q: 3 clusters Score -3308851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3308857.000000 Penalty: 5004.582520
	Iteration 69Q: 3 clusters Score -3308857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3308859.500000 Penalty: 5004.582520
	Iteration 70Q: 3 clusters Score -3308860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3308861.250000 Penalty: 5004.582520
	Iteration 71Q: 3 clusters Score -3308861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3308862.750000 Penalty: 5004.582520
	Iteration 72Q: 3 clusters Score -3308863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3308874.500000 Penalty: 5004.582520
	Iteration 73Q: 3 clusters Score -3308874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3308888.250000 Penalty: 5004.582520
	Iteration 74Q: 3 clusters Score -3308888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3308897.750000 Penalty: 5004.582520
	Iteration 75Q: 3 clusters Score -3308898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3308910.750000 Penalty: 5004.582520
	Iteration 76Q: 3 clusters Score -3308911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3308912.250000 Penalty: 5004.582520
	Iteration 77Q: 3 clusters Score -3308912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3308924.000000 Penalty: 5004.582520
	Iteration 78Q: 3 clusters Score -3308924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3308927.500000 Penalty: 5004.582520
	Iteration 79Q: 3 clusters Score -3308928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3308931.250000 Penalty: 5004.582520
	Iteration 80F: 3 clusters Score -3308931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3308943.750000 Penalty: 5004.582520
	Iteration 81Q: 3 clusters Score -3308944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3308941.250000 Penalty: 5004.582520
	Iteration 82Q: 3 clusters Score -3308941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3308943.250000 Penalty: 5004.582520
	Iteration 83Q: 3 clusters Score -3308943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3308945.750000 Penalty: 5004.582520
	Iteration 84Q: 3 clusters Score -3308946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3308952.000000 Penalty: 5004.582520
	Iteration 85Q: 3 clusters Score -3308952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3308960.500000 Penalty: 5004.582520
	Iteration 86Q: 3 clusters Score -3308960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3308958.500000 Penalty: 5004.582520
	Iteration 87Q: 3 clusters Score -3308958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3308966.750000 Penalty: 5004.582520
	Iteration 88Q: 3 clusters Score -3308967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3308970.000000 Penalty: 5004.582520
	Iteration 89Q: 3 clusters Score -3308970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3308972.250000 Penalty: 5004.582520
	Iteration 90Q: 3 clusters Score -3308972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3308975.500000 Penalty: 5004.582520
	Iteration 91Q: 3 clusters Score -3308976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3308982.000000 Penalty: 5004.582520
	Iteration 92Q: 3 clusters Score -3308982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3308991.750000 Penalty: 5004.582520
	Iteration 93Q: 3 clusters Score -3308992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3308998.750000 Penalty: 5004.582520
	Iteration 94Q: 3 clusters Score -3308999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3308999.000000 Penalty: 5004.582520
	Iteration 95Q: 3 clusters Score -3308999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3309005.250000 Penalty: 5004.582520
	Iteration 96Q: 3 clusters Score -3309005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3309004.250000 Penalty: 5004.582520
	Iteration 97Q: 3 clusters Score -3309004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3309011.250000 Penalty: 5004.582520
	Iteration 98Q: 3 clusters Score -3309011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3309012.750000 Penalty: 5004.582520
	Iteration 99Q: 3 clusters Score -3309013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3309017.750000 Penalty: 5004.582520
	Iteration 100F: 3 clusters Score -3309018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3309034.250000 Penalty: 5004.582520
	Iteration 101Q: 3 clusters Score -3309034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3309041.250000 Penalty: 5004.582520
	Iteration 102Q: 3 clusters Score -3309041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3309042.500000 Penalty: 5004.582520
	Iteration 103Q: 3 clusters Score -3309042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3309053.250000 Penalty: 5004.582520
	Iteration 104Q: 3 clusters Score -3309053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3309051.750000 Penalty: 5004.582520
	Iteration 105Q: 3 clusters Score -3309052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3309063.000000 Penalty: 5004.582520
	Iteration 106Q: 3 clusters Score -3309063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3309068.750000 Penalty: 5004.582520
	Iteration 107Q: 3 clusters Score -3309069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3309067.500000 Penalty: 5004.582520
	Iteration 108Q: 3 clusters Score -3309068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3309071.000000 Penalty: 5004.582520
	Iteration 109Q: 3 clusters Score -3309071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3309070.250000 Penalty: 5004.582520
	Iteration 110Q: 3 clusters Score -3309070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3309070.250000 Penalty: 5004.582520
	Iteration 111F: 3 clusters Score -3309070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Entering Unmasked Estep 
Score: -9499517.000000 Penalty: 2773.212402
	Iteration 0F: 2 clusters Score -9499517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -9451531.000000 Penalty: 5546.424805
	Iteration 0F: 3 clusters Score -9451531 nChanged 33586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -9470586.000000 Penalty: 5546.424805
	Iteration 1F: 3 clusters Score -9470586 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -9471342.000000 Penalty: 5546.424805
	Iteration 2Q: 3 clusters Score -9471342 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -9472058.000000 Penalty: 5546.424805
	Iteration 3Q: 3 clusters Score -9472058 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -9472800.000000 Penalty: 5546.424805
	Iteration 4Q: 3 clusters Score -9472800 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9473650.000000 Penalty: 5546.424805
	Iteration 5Q: 3 clusters Score -9473650 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -9474587.000000 Penalty: 5546.424805
	Iteration 6Q: 3 clusters Score -9474587 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -9475863.000000 Penalty: 5546.424805
	Iteration 7Q: 3 clusters Score -9475863 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -9477444.000000 Penalty: 5546.424805
	Iteration 8Q: 3 clusters Score -9477444 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -9479217.000000 Penalty: 5546.424805
	Iteration 9Q: 3 clusters Score -9479217 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -9481295.000000 Penalty: 5546.424805
	Iteration 10F: 3 clusters Score -9481295 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -9483657.000000 Penalty: 5546.424805
	Iteration 11F: 3 clusters Score -9483657 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -9486127.000000 Penalty: 5546.424805
	Iteration 12F: 3 clusters Score -9486127 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -9488738.000000 Penalty: 5546.424805
	Iteration 13F: 3 clusters Score -9488738 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -9491151.000000 Penalty: 5546.424805
	Iteration 14Q: 3 clusters Score -9491151 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -9493195.000000 Penalty: 5546.424805
	Iteration 15Q: 3 clusters Score -9493195 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -9494679.000000 Penalty: 5546.424805
	Iteration 16Q: 3 clusters Score -9494679 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -9495671.000000 Penalty: 5546.424805
	Iteration 17Q: 3 clusters Score -9495671 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -9496261.000000 Penalty: 5546.424805
	Iteration 18Q: 3 clusters Score -9496261 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9496651.000000 Penalty: 5546.424805
	Iteration 19Q: 3 clusters Score -9496651 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -9496842.000000 Penalty: 5546.424805
	Iteration 20F: 3 clusters Score -9496842 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9496975.000000 Penalty: 5546.424805
	Iteration 21Q: 3 clusters Score -9496975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -9497070.000000 Penalty: 5546.424805
	Iteration 22Q: 3 clusters Score -9497070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -9497110.000000 Penalty: 5546.424805
	Iteration 23Q: 3 clusters Score -9497110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -9497148.000000 Penalty: 5546.424805
	Iteration 24Q: 3 clusters Score -9497148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -9497163.000000 Penalty: 5546.424805
	Iteration 25Q: 3 clusters Score -9497163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -9497182.000000 Penalty: 5546.424805
	Iteration 26Q: 3 clusters Score -9497182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -9497195.000000 Penalty: 5546.424805
	Iteration 27Q: 3 clusters Score -9497195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -9497203.000000 Penalty: 5546.424805
	Iteration 28Q: 3 clusters Score -9497203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -9497209.000000 Penalty: 5546.424805
	Iteration 29Q: 3 clusters Score -9497209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -9497221.000000 Penalty: 5546.424805
	Iteration 30Q: 3 clusters Score -9497221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -9497219.000000 Penalty: 5546.424805
	Iteration 31Q: 3 clusters Score -9497219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -9497228.000000 Penalty: 5546.424805
	Iteration 32Q: 3 clusters Score -9497228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -9497220.000000 Penalty: 5546.424805
	Iteration 33Q: 3 clusters Score -9497220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -9497226.000000 Penalty: 5546.424805
	Iteration 34Q: 3 clusters Score -9497226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -9497236.000000 Penalty: 5546.424805
	Iteration 35Q: 3 clusters Score -9497236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -9497234.000000 Penalty: 5546.424805
	Iteration 36Q: 3 clusters Score -9497234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -9497230.000000 Penalty: 5546.424805
	Iteration 37Q: 3 clusters Score -9497230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -9497230.000000 Penalty: 5546.424805
	Iteration 38F: 3 clusters Score -9497230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -552240.500000 Penalty: 2053.804932
	Iteration 0F: 2 clusters Score -552240.5 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 2047 members 
Entering Unmasked Estep 
Score: -548357.250000 Penalty: 4107.609863
	Iteration 0F: 3 clusters Score -548357.2 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -549212.125000 Penalty: 4107.609863
	Iteration 1F: 3 clusters Score -549212.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -549402.437500 Penalty: 4107.609863
	Iteration 2F: 3 clusters Score -549402.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -549507.500000 Penalty: 4107.609863
	Iteration 3Q: 3 clusters Score -549507.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -549578.375000 Penalty: 4107.609863
	Iteration 4Q: 3 clusters Score -549578.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -549623.625000 Penalty: 4107.609863
	Iteration 5Q: 3 clusters Score -549623.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -549655.250000 Penalty: 4107.609863
	Iteration 6Q: 3 clusters Score -549655.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -549678.875000 Penalty: 4107.609863
	Iteration 7Q: 3 clusters Score -549678.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -549698.375000 Penalty: 4107.609863
	Iteration 8Q: 3 clusters Score -549698.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -549710.687500 Penalty: 4107.609863
	Iteration 9Q: 3 clusters Score -549710.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -549719.625000 Penalty: 4107.609863
	Iteration 10Q: 3 clusters Score -549719.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -549727.000000 Penalty: 4107.609863
	Iteration 11Q: 3 clusters Score -549727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -549736.937500 Penalty: 4107.609863
	Iteration 12Q: 3 clusters Score -549736.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -549743.875000 Penalty: 4107.609863
	Iteration 13Q: 3 clusters Score -549743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -549749.125000 Penalty: 4107.609863
	Iteration 14Q: 3 clusters Score -549749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -549753.875000 Penalty: 4107.609863
	Iteration 15Q: 3 clusters Score -549753.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -549762.750000 Penalty: 4107.609863
	Iteration 16Q: 3 clusters Score -549762.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -549766.750000 Penalty: 4107.609863
	Iteration 17Q: 3 clusters Score -549766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -549771.062500 Penalty: 4107.609863
	Iteration 18Q: 3 clusters Score -549771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -549775.125000 Penalty: 4107.609863
	Iteration 19Q: 3 clusters Score -549775.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -549777.500000 Penalty: 4107.609863
	Iteration 20F: 3 clusters Score -549777.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -549783.687500 Penalty: 4107.609863
	Iteration 21Q: 3 clusters Score -549783.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -549787.500000 Penalty: 4107.609863
	Iteration 22Q: 3 clusters Score -549787.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -549791.500000 Penalty: 4107.609863
	Iteration 23Q: 3 clusters Score -549791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -549795.750000 Penalty: 4107.609863
	Iteration 24Q: 3 clusters Score -549795.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -549799.000000 Penalty: 4107.609863
	Iteration 25Q: 3 clusters Score -549799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -549803.500000 Penalty: 4107.609863
	Iteration 26Q: 3 clusters Score -549803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -549806.312500 Penalty: 4107.609863
	Iteration 27Q: 3 clusters Score -549806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -549808.562500 Penalty: 4107.609863
	Iteration 28Q: 3 clusters Score -549808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -549810.187500 Penalty: 4107.609863
	Iteration 29Q: 3 clusters Score -549810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -549812.187500 Penalty: 4107.609863
	Iteration 30Q: 3 clusters Score -549812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -549813.937500 Penalty: 4107.609863
	Iteration 31Q: 3 clusters Score -549813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -549816.125000 Penalty: 4107.609863
	Iteration 32Q: 3 clusters Score -549816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -549816.562500 Penalty: 4107.609863
	Iteration 33Q: 3 clusters Score -549816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -549816.250000 Penalty: 4107.609863
	Iteration 34Q: 3 clusters Score -549816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -549817.250000 Penalty: 4107.609863
	Iteration 35Q: 3 clusters Score -549817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -549819.937500 Penalty: 4107.609863
	Iteration 36Q: 3 clusters Score -549819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -549818.875000 Penalty: 4107.609863
	Iteration 37Q: 3 clusters Score -549818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -549820.687500 Penalty: 4107.609863
	Iteration 38Q: 3 clusters Score -549820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -549820.750000 Penalty: 4107.609863
	Iteration 39Q: 3 clusters Score -549820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -549820.750000 Penalty: 4107.609863
	Iteration 40F: 3 clusters Score -549820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Entering Unmasked Estep 
Score: -1329044.000000 Penalty: 2313.947021
	Iteration 0F: 2 clusters Score -1329044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1320475.250000 Penalty: 4627.894043
	Iteration 0F: 3 clusters Score -1320475 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1323108.125000 Penalty: 4627.894043
	Iteration 1F: 3 clusters Score -1323108 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1323572.875000 Penalty: 4627.894043
	Iteration 2F: 3 clusters Score -1323573 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1324128.250000 Penalty: 4627.894043
	Iteration 3F: 3 clusters Score -1324128 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1324800.625000 Penalty: 4627.894043
	Iteration 4F: 3 clusters Score -1324801 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1325470.250000 Penalty: 4627.894043
	Iteration 5F: 3 clusters Score -1325470 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1326075.625000 Penalty: 4627.894043
	Iteration 6F: 3 clusters Score -1326076 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1326568.625000 Penalty: 4627.894043
	Iteration 7F: 3 clusters Score -1326569 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1326955.500000 Penalty: 4627.894043
	Iteration 8Q: 3 clusters Score -1326956 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1327260.250000 Penalty: 4627.894043
	Iteration 9Q: 3 clusters Score -1327260 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1327473.500000 Penalty: 4627.894043
	Iteration 10Q: 3 clusters Score -1327474 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1327610.750000 Penalty: 4627.894043
	Iteration 11Q: 3 clusters Score -1327611 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1327698.000000 Penalty: 4627.894043
	Iteration 12Q: 3 clusters Score -1327698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1327753.125000 Penalty: 4627.894043
	Iteration 13Q: 3 clusters Score -1327753 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1327789.250000 Penalty: 4627.894043
	Iteration 14Q: 3 clusters Score -1327789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1327816.125000 Penalty: 4627.894043
	Iteration 15Q: 3 clusters Score -1327816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1327832.375000 Penalty: 4627.894043
	Iteration 16Q: 3 clusters Score -1327832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1327850.625000 Penalty: 4627.894043
	Iteration 17Q: 3 clusters Score -1327851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1327857.000000 Penalty: 4627.894043
	Iteration 18Q: 3 clusters Score -1327857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1327867.000000 Penalty: 4627.894043
	Iteration 19Q: 3 clusters Score -1327867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1327874.000000 Penalty: 4627.894043
	Iteration 20F: 3 clusters Score -1327874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1327881.125000 Penalty: 4627.894043
	Iteration 21Q: 3 clusters Score -1327881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1327883.000000 Penalty: 4627.894043
	Iteration 22Q: 3 clusters Score -1327883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1327887.125000 Penalty: 4627.894043
	Iteration 23Q: 3 clusters Score -1327887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1327888.875000 Penalty: 4627.894043
	Iteration 24Q: 3 clusters Score -1327889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1327886.875000 Penalty: 4627.894043
	Iteration 25Q: 3 clusters Score -1327887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1327886.000000 Penalty: 4627.894043
	Iteration 26Q: 3 clusters Score -1327886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1327889.000000 Penalty: 4627.894043
	Iteration 27Q: 3 clusters Score -1327889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1327892.125000 Penalty: 4627.894043
	Iteration 28Q: 3 clusters Score -1327892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1327890.500000 Penalty: 4627.894043
	Iteration 29Q: 3 clusters Score -1327890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1327891.250000 Penalty: 4627.894043
	Iteration 30Q: 3 clusters Score -1327891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1327890.625000 Penalty: 4627.894043
	Iteration 31Q: 3 clusters Score -1327891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1327891.000000 Penalty: 4627.894043
	Iteration 32Q: 3 clusters Score -1327891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1327894.250000 Penalty: 4627.894043
	Iteration 33Q: 3 clusters Score -1327894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1327894.500000 Penalty: 4627.894043
	Iteration 34Q: 3 clusters Score -1327894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1327894.500000 Penalty: 4627.894043
	Iteration 35F: 3 clusters Score -1327894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Entering Unmasked Estep 
Score: -6330470.500000 Penalty: 2664.650635
	Iteration 0F: 2 clusters Score -6330470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6299294.000000 Penalty: 5329.301270
	Iteration 0F: 3 clusters Score -6299294 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -6310901.500000 Penalty: 5329.301270
	Iteration 1F: 3 clusters Score -6310902 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -6311503.000000 Penalty: 5329.301270
	Iteration 2Q: 3 clusters Score -6311503 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -6312106.500000 Penalty: 5329.301270
	Iteration 3Q: 3 clusters Score -6312106 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -6312916.500000 Penalty: 5329.301270
	Iteration 4Q: 3 clusters Score -6312916 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -6314161.500000 Penalty: 5329.301270
	Iteration 5F: 3 clusters Score -6314162 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6315799.500000 Penalty: 5329.301270
	Iteration 6F: 3 clusters Score -6315800 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -6318182.500000 Penalty: 5329.301270
	Iteration 7F: 3 clusters Score -6318182 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -6320896.000000 Penalty: 5329.301270
	Iteration 8F: 3 clusters Score -6320896 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -6323417.500000 Penalty: 5329.301270
	Iteration 9F: 3 clusters Score -6323418 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -6325426.000000 Penalty: 5329.301270
	Iteration 10Q: 3 clusters Score -6325426 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -6326642.000000 Penalty: 5329.301270
	Iteration 11Q: 3 clusters Score -6326642 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6327300.000000 Penalty: 5329.301270
	Iteration 12Q: 3 clusters Score -6327300 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6327643.000000 Penalty: 5329.301270
	Iteration 13Q: 3 clusters Score -6327643 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6327868.000000 Penalty: 5329.301270
	Iteration 14Q: 3 clusters Score -6327868 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6327979.000000 Penalty: 5329.301270
	Iteration 15Q: 3 clusters Score -6327979 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6328043.500000 Penalty: 5329.301270
	Iteration 16Q: 3 clusters Score -6328044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6328108.000000 Penalty: 5329.301270
	Iteration 17Q: 3 clusters Score -6328108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6328157.000000 Penalty: 5329.301270
	Iteration 18Q: 3 clusters Score -6328157 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6328192.000000 Penalty: 5329.301270
	Iteration 19Q: 3 clusters Score -6328192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6328230.000000 Penalty: 5329.301270
	Iteration 20F: 3 clusters Score -6328230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6328233.000000 Penalty: 5329.301270
	Iteration 21Q: 3 clusters Score -6328233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6328243.500000 Penalty: 5329.301270
	Iteration 22Q: 3 clusters Score -6328244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6328260.000000 Penalty: 5329.301270
	Iteration 23Q: 3 clusters Score -6328260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6328273.500000 Penalty: 5329.301270
	Iteration 24Q: 3 clusters Score -6328274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6328294.500000 Penalty: 5329.301270
	Iteration 25Q: 3 clusters Score -6328294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6328301.000000 Penalty: 5329.301270
	Iteration 26Q: 3 clusters Score -6328301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6328303.500000 Penalty: 5329.301270
	Iteration 27Q: 3 clusters Score -6328304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6328299.000000 Penalty: 5329.301270
	Iteration 28Q: 3 clusters Score -6328299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6328303.500000 Penalty: 5329.301270
	Iteration 29Q: 3 clusters Score -6328304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6328303.000000 Penalty: 5329.301270
	Iteration 30Q: 3 clusters Score -6328303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6328307.000000 Penalty: 5329.301270
	Iteration 31Q: 3 clusters Score -6328307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6328303.500000 Penalty: 5329.301270
	Iteration 32Q: 3 clusters Score -6328304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6328309.500000 Penalty: 5329.301270
	Iteration 33Q: 3 clusters Score -6328310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6328316.000000 Penalty: 5329.301270
	Iteration 34Q: 3 clusters Score -6328316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6328325.000000 Penalty: 5329.301270
	Iteration 35Q: 3 clusters Score -6328325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6328338.500000 Penalty: 5329.301270
	Iteration 36Q: 3 clusters Score -6328338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6328337.000000 Penalty: 5329.301270
	Iteration 37Q: 3 clusters Score -6328337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6328342.000000 Penalty: 5329.301270
	Iteration 38Q: 3 clusters Score -6328342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6328347.500000 Penalty: 5329.301270
	Iteration 39Q: 3 clusters Score -6328348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6328348.500000 Penalty: 5329.301270
	Iteration 40F: 3 clusters Score -6328348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6328343.500000 Penalty: 5329.301270
	Iteration 41Q: 3 clusters Score -6328344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6328347.500000 Penalty: 5329.301270
	Iteration 42Q: 3 clusters Score -6328348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6328346.000000 Penalty: 5329.301270
	Iteration 43Q: 3 clusters Score -6328346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6328340.500000 Penalty: 5329.301270
	Iteration 44Q: 3 clusters Score -6328340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6328345.000000 Penalty: 5329.301270
	Iteration 45Q: 3 clusters Score -6328345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6328355.000000 Penalty: 5329.301270
	Iteration 46Q: 3 clusters Score -6328355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6328362.500000 Penalty: 5329.301270
	Iteration 47Q: 3 clusters Score -6328362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6328363.000000 Penalty: 5329.301270
	Iteration 48Q: 3 clusters Score -6328363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6328363.000000 Penalty: 5329.301270
	Iteration 49Q: 3 clusters Score -6328363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6328367.000000 Penalty: 5329.301270
	Iteration 50Q: 3 clusters Score -6328367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6328365.000000 Penalty: 5329.301270
	Iteration 51Q: 3 clusters Score -6328365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6328364.000000 Penalty: 5329.301270
	Iteration 52Q: 3 clusters Score -6328364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6328369.500000 Penalty: 5329.301270
	Iteration 53Q: 3 clusters Score -6328370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6328369.500000 Penalty: 5329.301270
	Iteration 54F: 3 clusters Score -6328370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -346065.687500 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -346065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -343020.312500 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -343020.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -343595.125000 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -343595.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -343753.406250 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -343753.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -343853.250000 Penalty: 3894.809814
	Iteration 3Q: 3 clusters Score -343853.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -343918.687500 Penalty: 3894.809814
	Iteration 4Q: 3 clusters Score -343918.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -343955.937500 Penalty: 3894.809814
	Iteration 5Q: 3 clusters Score -343955.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -343982.062500 Penalty: 3894.809814
	Iteration 6Q: 3 clusters Score -343982.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -344002.250000 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -344002.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -344018.468750 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -344018.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -344030.500000 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -344030.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -344043.281250 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -344043.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -344054.531250 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -344054.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -344062.625000 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -344062.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -344067.656250 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -344067.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -344071.875000 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -344071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -344075.281250 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -344075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -344076.843750 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -344076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -344079.375000 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -344079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -344084.406250 Penalty: 3894.809814
	Iteration 18Q: 3 clusters Score -344084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -344088.343750 Penalty: 3894.809814
	Iteration 19Q: 3 clusters Score -344088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -344092.406250 Penalty: 3894.809814
	Iteration 20F: 3 clusters Score -344092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -344093.156250 Penalty: 3894.809814
	Iteration 21Q: 3 clusters Score -344093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -344094.875000 Penalty: 3894.809814
	Iteration 22Q: 3 clusters Score -344094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -344094.531250 Penalty: 3894.809814
	Iteration 23Q: 3 clusters Score -344094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -344095.562500 Penalty: 3894.809814
	Iteration 24Q: 3 clusters Score -344095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -344096.000000 Penalty: 3894.809814
	Iteration 25Q: 3 clusters Score -344096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -344096.406250 Penalty: 3894.809814
	Iteration 26Q: 3 clusters Score -344096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -344096.406250 Penalty: 3894.809814
	Iteration 27F: 3 clusters Score -344096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Entering Unmasked Estep 
Score: -22710620.000000 Penalty: 2984.019775
	Iteration 0F: 2 clusters Score -2.271062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -22600676.000000 Penalty: 5968.039551
	Iteration 0F: 3 clusters Score -2.260068e+07 nChanged 80538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -22647836.000000 Penalty: 5968.039551
	Iteration 1F: 3 clusters Score -2.264784e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -22649214.000000 Penalty: 5968.039551
	Iteration 2Q: 3 clusters Score -2.264921e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -22651798.000000 Penalty: 5968.039551
	Iteration 3Q: 3 clusters Score -2.26518e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -22655990.000000 Penalty: 5968.039551
	Iteration 4F: 3 clusters Score -2.265599e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -22663174.000000 Penalty: 5968.039551
	Iteration 5F: 3 clusters Score -2.266317e+07 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -22674448.000000 Penalty: 5968.039551
	Iteration 6F: 3 clusters Score -2.267445e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129854 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -22687174.000000 Penalty: 5968.039551
	Iteration 7F: 3 clusters Score -2.268717e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136789 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -22697570.000000 Penalty: 5968.039551
	Iteration 8F: 3 clusters Score -2.269757e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -22702848.000000 Penalty: 5968.039551
	Iteration 9Q: 3 clusters Score -2.270285e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -22704734.000000 Penalty: 5968.039551
	Iteration 10Q: 3 clusters Score -2.270473e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143754 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -22705650.000000 Penalty: 5968.039551
	Iteration 11Q: 3 clusters Score -2.270565e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145253 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -22706462.000000 Penalty: 5968.039551
	Iteration 12Q: 3 clusters Score -2.270646e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -22706974.000000 Penalty: 5968.039551
	Iteration 13Q: 3 clusters Score -2.270697e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -22707370.000000 Penalty: 5968.039551
	Iteration 14Q: 3 clusters Score -2.270737e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -22707838.000000 Penalty: 5968.039551
	Iteration 15Q: 3 clusters Score -2.270784e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -22708154.000000 Penalty: 5968.039551
	Iteration 16Q: 3 clusters Score -2.270815e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -22708580.000000 Penalty: 5968.039551
	Iteration 17Q: 3 clusters Score -2.270858e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -22708860.000000 Penalty: 5968.039551
	Iteration 18Q: 3 clusters Score -2.270886e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153342 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -22709088.000000 Penalty: 5968.039551
	Iteration 19Q: 3 clusters Score -2.270909e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -22709290.000000 Penalty: 5968.039551
	Iteration 20F: 3 clusters Score -2.270929e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -22709412.000000 Penalty: 5968.039551
	Iteration 21Q: 3 clusters Score -2.270941e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -22709606.000000 Penalty: 5968.039551
	Iteration 22Q: 3 clusters Score -2.270961e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157050 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -22709622.000000 Penalty: 5968.039551
	Iteration 23Q: 3 clusters Score -2.270962e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -22709716.000000 Penalty: 5968.039551
	Iteration 24Q: 3 clusters Score -2.270972e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -22709662.000000 Penalty: 5968.039551
	Iteration 25Q: 3 clusters Score -2.270966e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -22709674.000000 Penalty: 5968.039551
	Iteration 26Q: 3 clusters Score -2.270967e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -22709722.000000 Penalty: 5968.039551
	Iteration 27Q: 3 clusters Score -2.270972e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -22709680.000000 Penalty: 5968.039551
	Iteration 28Q: 3 clusters Score -2.270968e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160814 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -22709758.000000 Penalty: 5968.039551
	Iteration 29Q: 3 clusters Score -2.270976e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -22709694.000000 Penalty: 5968.039551
	Iteration 30Q: 3 clusters Score -2.270969e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -22709590.000000 Penalty: 5968.039551
	Iteration 31Q: 3 clusters Score -2.270959e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -22709458.000000 Penalty: 5968.039551
	Iteration 32Q: 3 clusters Score -2.270946e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -22709416.000000 Penalty: 5968.039551
	Iteration 33Q: 3 clusters Score -2.270942e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162898 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -22709398.000000 Penalty: 5968.039551
	Iteration 34Q: 3 clusters Score -2.27094e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163220 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -22709412.000000 Penalty: 5968.039551
	Iteration 35Q: 3 clusters Score -2.270941e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -22709340.000000 Penalty: 5968.039551
	Iteration 36Q: 3 clusters Score -2.270934e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -22709276.000000 Penalty: 5968.039551
	Iteration 37Q: 3 clusters Score -2.270928e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -22709292.000000 Penalty: 5968.039551
	Iteration 38Q: 3 clusters Score -2.270929e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -22709246.000000 Penalty: 5968.039551
	Iteration 39Q: 3 clusters Score -2.270925e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -22709248.000000 Penalty: 5968.039551
	Iteration 40F: 3 clusters Score -2.270925e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164556 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -22709238.000000 Penalty: 5968.039551
	Iteration 41Q: 3 clusters Score -2.270924e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -22709162.000000 Penalty: 5968.039551
	Iteration 42Q: 3 clusters Score -2.270916e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164853 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -22709138.000000 Penalty: 5968.039551
	Iteration 43Q: 3 clusters Score -2.270914e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22709074.000000 Penalty: 5968.039551
	Iteration 44Q: 3 clusters Score -2.270907e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22709052.000000 Penalty: 5968.039551
	Iteration 45Q: 3 clusters Score -2.270905e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -22709038.000000 Penalty: 5968.039551
	Iteration 46Q: 3 clusters Score -2.270904e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22709020.000000 Penalty: 5968.039551
	Iteration 47Q: 3 clusters Score -2.270902e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22708978.000000 Penalty: 5968.039551
	Iteration 48Q: 3 clusters Score -2.270898e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22708974.000000 Penalty: 5968.039551
	Iteration 49Q: 3 clusters Score -2.270897e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165501 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22708932.000000 Penalty: 5968.039551
	Iteration 50Q: 3 clusters Score -2.270893e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -22708928.000000 Penalty: 5968.039551
	Iteration 51Q: 3 clusters Score -2.270893e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22708896.000000 Penalty: 5968.039551
	Iteration 52Q: 3 clusters Score -2.27089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -22708884.000000 Penalty: 5968.039551
	Iteration 53Q: 3 clusters Score -2.270888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165706 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22708888.000000 Penalty: 5968.039551
	Iteration 54Q: 3 clusters Score -2.270889e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22708866.000000 Penalty: 5968.039551
	Iteration 55Q: 3 clusters Score -2.270887e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22708854.000000 Penalty: 5968.039551
	Iteration 56Q: 3 clusters Score -2.270885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -22708848.000000 Penalty: 5968.039551
	Iteration 57Q: 3 clusters Score -2.270885e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -22708844.000000 Penalty: 5968.039551
	Iteration 58Q: 3 clusters Score -2.270884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165929 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22708820.000000 Penalty: 5968.039551
	Iteration 59Q: 3 clusters Score -2.270882e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -22708808.000000 Penalty: 5968.039551
	Iteration 60F: 3 clusters Score -2.270881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22708792.000000 Penalty: 5968.039551
	Iteration 61Q: 3 clusters Score -2.270879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22708816.000000 Penalty: 5968.039551
	Iteration 62Q: 3 clusters Score -2.270882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -22708792.000000 Penalty: 5968.039551
	Iteration 63Q: 3 clusters Score -2.270879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22708772.000000 Penalty: 5968.039551
	Iteration 64Q: 3 clusters Score -2.270877e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -22708768.000000 Penalty: 5968.039551
	Iteration 65Q: 3 clusters Score -2.270877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22708800.000000 Penalty: 5968.039551
	Iteration 66Q: 3 clusters Score -2.27088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22708802.000000 Penalty: 5968.039551
	Iteration 67Q: 3 clusters Score -2.27088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22708802.000000 Penalty: 5968.039551
	Iteration 68Q: 3 clusters Score -2.27088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -22708776.000000 Penalty: 5968.039551
	Iteration 69Q: 3 clusters Score -2.270878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -22708796.000000 Penalty: 5968.039551
	Iteration 70Q: 3 clusters Score -2.27088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22708774.000000 Penalty: 5968.039551
	Iteration 71Q: 3 clusters Score -2.270877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -22708768.000000 Penalty: 5968.039551
	Iteration 72Q: 3 clusters Score -2.270877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -22708748.000000 Penalty: 5968.039551
	Iteration 73Q: 3 clusters Score -2.270875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22708732.000000 Penalty: 5968.039551
	Iteration 74Q: 3 clusters Score -2.270873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22708746.000000 Penalty: 5968.039551
	Iteration 75Q: 3 clusters Score -2.270875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166345 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -22708724.000000 Penalty: 5968.039551
	Iteration 76Q: 3 clusters Score -2.270872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22708756.000000 Penalty: 5968.039551
	Iteration 77Q: 3 clusters Score -2.270876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22708762.000000 Penalty: 5968.039551
	Iteration 78Q: 3 clusters Score -2.270876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22708764.000000 Penalty: 5968.039551
	Iteration 79Q: 3 clusters Score -2.270876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22708778.000000 Penalty: 5968.039551
	Iteration 80F: 3 clusters Score -2.270878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22708762.000000 Penalty: 5968.039551
	Iteration 81Q: 3 clusters Score -2.270876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166446 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22708736.000000 Penalty: 5968.039551
	Iteration 82Q: 3 clusters Score -2.270874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22708732.000000 Penalty: 5968.039551
	Iteration 83Q: 3 clusters Score -2.270873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -22708752.000000 Penalty: 5968.039551
	Iteration 84Q: 3 clusters Score -2.270875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22708732.000000 Penalty: 5968.039551
	Iteration 85Q: 3 clusters Score -2.270873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22708704.000000 Penalty: 5968.039551
	Iteration 86Q: 3 clusters Score -2.27087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22708718.000000 Penalty: 5968.039551
	Iteration 87Q: 3 clusters Score -2.270872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22708718.000000 Penalty: 5968.039551
	Iteration 88Q: 3 clusters Score -2.270872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22708716.000000 Penalty: 5968.039551
	Iteration 89Q: 3 clusters Score -2.270872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22708712.000000 Penalty: 5968.039551
	Iteration 90Q: 3 clusters Score -2.270871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166511 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22708704.000000 Penalty: 5968.039551
	Iteration 91Q: 3 clusters Score -2.27087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22708736.000000 Penalty: 5968.039551
	Iteration 92Q: 3 clusters Score -2.270874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -22708742.000000 Penalty: 5968.039551
	Iteration 93Q: 3 clusters Score -2.270874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22708722.000000 Penalty: 5968.039551
	Iteration 94Q: 3 clusters Score -2.270872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22708698.000000 Penalty: 5968.039551
	Iteration 95Q: 3 clusters Score -2.27087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22708702.000000 Penalty: 5968.039551
	Iteration 96Q: 3 clusters Score -2.27087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22708692.000000 Penalty: 5968.039551
	Iteration 97Q: 3 clusters Score -2.270869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22708692.000000 Penalty: 5968.039551
	Iteration 98Q: 3 clusters Score -2.270869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22708722.000000 Penalty: 5968.039551
	Iteration 99Q: 3 clusters Score -2.270872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22708718.000000 Penalty: 5968.039551
	Iteration 100F: 3 clusters Score -2.270872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22708708.000000 Penalty: 5968.039551
	Iteration 101Q: 3 clusters Score -2.270871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -22708712.000000 Penalty: 5968.039551
	Iteration 102Q: 3 clusters Score -2.270871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22708714.000000 Penalty: 5968.039551
	Iteration 103Q: 3 clusters Score -2.270871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22708714.000000 Penalty: 5968.039551
	Iteration 104Q: 3 clusters Score -2.270871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22708730.000000 Penalty: 5968.039551
	Iteration 105Q: 3 clusters Score -2.270873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22708730.000000 Penalty: 5968.039551
	Iteration 106F: 3 clusters Score -2.270873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Entering Unmasked Estep 
Score: -21943026.000000 Penalty: 2974.995605
	Iteration 0F: 2 clusters Score -2.194303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -21836244.000000 Penalty: 5949.991211
	Iteration 0F: 3 clusters Score -2.183624e+07 nChanged 77469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -21881030.000000 Penalty: 5949.991211
	Iteration 1F: 3 clusters Score -2.188103e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -21881790.000000 Penalty: 5949.991211
	Iteration 2Q: 3 clusters Score -2.188179e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -21882730.000000 Penalty: 5949.991211
	Iteration 3Q: 3 clusters Score -2.188273e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -21884390.000000 Penalty: 5949.991211
	Iteration 4Q: 3 clusters Score -2.188439e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -21886832.000000 Penalty: 5949.991211
	Iteration 5Q: 3 clusters Score -2.188683e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -21890860.000000 Penalty: 5949.991211
	Iteration 6Q: 3 clusters Score -2.189086e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -21896928.000000 Penalty: 5949.991211
	Iteration 7F: 3 clusters Score -2.189693e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -21906178.000000 Penalty: 5949.991211
	Iteration 8F: 3 clusters Score -2.190618e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -21917366.000000 Penalty: 5949.991211
	Iteration 9F: 3 clusters Score -2.191737e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -21925990.000000 Penalty: 5949.991211
	Iteration 10F: 3 clusters Score -2.192599e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -21929188.000000 Penalty: 5949.991211
	Iteration 11Q: 3 clusters Score -2.192919e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -21930286.000000 Penalty: 5949.991211
	Iteration 12Q: 3 clusters Score -2.193029e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -21930768.000000 Penalty: 5949.991211
	Iteration 13Q: 3 clusters Score -2.193077e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -21931140.000000 Penalty: 5949.991211
	Iteration 14Q: 3 clusters Score -2.193114e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -21931396.000000 Penalty: 5949.991211
	Iteration 15Q: 3 clusters Score -2.19314e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -21931612.000000 Penalty: 5949.991211
	Iteration 16Q: 3 clusters Score -2.193161e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -21931670.000000 Penalty: 5949.991211
	Iteration 17Q: 3 clusters Score -2.193167e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -21931834.000000 Penalty: 5949.991211
	Iteration 18Q: 3 clusters Score -2.193183e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -21931866.000000 Penalty: 5949.991211
	Iteration 19Q: 3 clusters Score -2.193187e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -21931900.000000 Penalty: 5949.991211
	Iteration 20F: 3 clusters Score -2.19319e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -21931966.000000 Penalty: 5949.991211
	Iteration 21Q: 3 clusters Score -2.193197e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -21932038.000000 Penalty: 5949.991211
	Iteration 22Q: 3 clusters Score -2.193204e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -21932098.000000 Penalty: 5949.991211
	Iteration 23Q: 3 clusters Score -2.19321e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -21932072.000000 Penalty: 5949.991211
	Iteration 24Q: 3 clusters Score -2.193207e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 87466 members 
Entering Unmasked Estep 
Score: -21932094.000000 Penalty: 5949.991211
	Iteration 25Q: 3 clusters Score -2.193209e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -21932110.000000 Penalty: 5949.991211
	Iteration 26Q: 3 clusters Score -2.193211e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -21932078.000000 Penalty: 5949.991211
	Iteration 27Q: 3 clusters Score -2.193208e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -21932030.000000 Penalty: 5949.991211
	Iteration 28Q: 3 clusters Score -2.193203e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -21932082.000000 Penalty: 5949.991211
	Iteration 29Q: 3 clusters Score -2.193208e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -21932142.000000 Penalty: 5949.991211
	Iteration 30Q: 3 clusters Score -2.193214e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -21932200.000000 Penalty: 5949.991211
	Iteration 31Q: 3 clusters Score -2.19322e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -21932234.000000 Penalty: 5949.991211
	Iteration 32Q: 3 clusters Score -2.193223e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -21932242.000000 Penalty: 5949.991211
	Iteration 33Q: 3 clusters Score -2.193224e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -21932156.000000 Penalty: 5949.991211
	Iteration 34Q: 3 clusters Score -2.193216e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -21932142.000000 Penalty: 5949.991211
	Iteration 35Q: 3 clusters Score -2.193214e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 5949.991211
	Iteration 36Q: 3 clusters Score -2.193213e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -21932180.000000 Penalty: 5949.991211
	Iteration 37Q: 3 clusters Score -2.193218e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -21932194.000000 Penalty: 5949.991211
	Iteration 38Q: 3 clusters Score -2.193219e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -21932224.000000 Penalty: 5949.991211
	Iteration 39Q: 3 clusters Score -2.193222e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -21932168.000000 Penalty: 5949.991211
	Iteration 40F: 3 clusters Score -2.193217e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -21932196.000000 Penalty: 5949.991211
	Iteration 41Q: 3 clusters Score -2.19322e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -21932116.000000 Penalty: 5949.991211
	Iteration 42Q: 3 clusters Score -2.193212e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -21932100.000000 Penalty: 5949.991211
	Iteration 43Q: 3 clusters Score -2.19321e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -21932076.000000 Penalty: 5949.991211
	Iteration 44Q: 3 clusters Score -2.193208e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -21932060.000000 Penalty: 5949.991211
	Iteration 45Q: 3 clusters Score -2.193206e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -21932078.000000 Penalty: 5949.991211
	Iteration 46Q: 3 clusters Score -2.193208e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -21932064.000000 Penalty: 5949.991211
	Iteration 47Q: 3 clusters Score -2.193206e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -21932076.000000 Penalty: 5949.991211
	Iteration 48Q: 3 clusters Score -2.193208e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -21932094.000000 Penalty: 5949.991211
	Iteration 49Q: 3 clusters Score -2.193209e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -21932082.000000 Penalty: 5949.991211
	Iteration 50Q: 3 clusters Score -2.193208e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -21932094.000000 Penalty: 5949.991211
	Iteration 51Q: 3 clusters Score -2.193209e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -21932094.000000 Penalty: 5949.991211
	Iteration 52Q: 3 clusters Score -2.193209e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -21932076.000000 Penalty: 5949.991211
	Iteration 53Q: 3 clusters Score -2.193208e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -21932080.000000 Penalty: 5949.991211
	Iteration 54Q: 3 clusters Score -2.193208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -21932078.000000 Penalty: 5949.991211
	Iteration 55Q: 3 clusters Score -2.193208e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -21932062.000000 Penalty: 5949.991211
	Iteration 56Q: 3 clusters Score -2.193206e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -21932046.000000 Penalty: 5949.991211
	Iteration 57Q: 3 clusters Score -2.193205e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -21932076.000000 Penalty: 5949.991211
	Iteration 58Q: 3 clusters Score -2.193208e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -21932076.000000 Penalty: 5949.991211
	Iteration 59Q: 3 clusters Score -2.193208e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -21932126.000000 Penalty: 5949.991211
	Iteration 60F: 3 clusters Score -2.193213e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 5949.991211
	Iteration 61Q: 3 clusters Score -2.193213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 5949.991211
	Iteration 62Q: 3 clusters Score -2.193213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 5949.991211
	Iteration 63Q: 3 clusters Score -2.193213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -21932150.000000 Penalty: 5949.991211
	Iteration 64Q: 3 clusters Score -2.193215e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -21932160.000000 Penalty: 5949.991211
	Iteration 65Q: 3 clusters Score -2.193216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -21932184.000000 Penalty: 5949.991211
	Iteration 66Q: 3 clusters Score -2.193218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -21932178.000000 Penalty: 5949.991211
	Iteration 67Q: 3 clusters Score -2.193218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -21932206.000000 Penalty: 5949.991211
	Iteration 68Q: 3 clusters Score -2.193221e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -21932200.000000 Penalty: 5949.991211
	Iteration 69Q: 3 clusters Score -2.19322e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -21932176.000000 Penalty: 5949.991211
	Iteration 70Q: 3 clusters Score -2.193218e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -21932178.000000 Penalty: 5949.991211
	Iteration 71Q: 3 clusters Score -2.193218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -21932174.000000 Penalty: 5949.991211
	Iteration 72Q: 3 clusters Score -2.193217e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -21932184.000000 Penalty: 5949.991211
	Iteration 73Q: 3 clusters Score -2.193218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -21932174.000000 Penalty: 5949.991211
	Iteration 74Q: 3 clusters Score -2.193217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -21932186.000000 Penalty: 5949.991211
	Iteration 75Q: 3 clusters Score -2.193219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -21932186.000000 Penalty: 5949.991211
	Iteration 76Q: 3 clusters Score -2.193219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -21932182.000000 Penalty: 5949.991211
	Iteration 77Q: 3 clusters Score -2.193218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -21932184.000000 Penalty: 5949.991211
	Iteration 78Q: 3 clusters Score -2.193218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -21932182.000000 Penalty: 5949.991211
	Iteration 79Q: 3 clusters Score -2.193218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -21932194.000000 Penalty: 5949.991211
	Iteration 80F: 3 clusters Score -2.193219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -21932196.000000 Penalty: 5949.991211
	Iteration 81Q: 3 clusters Score -2.19322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -21932192.000000 Penalty: 5949.991211
	Iteration 82Q: 3 clusters Score -2.193219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -21932200.000000 Penalty: 5949.991211
	Iteration 83Q: 3 clusters Score -2.19322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -21932208.000000 Penalty: 5949.991211
	Iteration 84Q: 3 clusters Score -2.193221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -21932190.000000 Penalty: 5949.991211
	Iteration 85Q: 3 clusters Score -2.193219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -21932210.000000 Penalty: 5949.991211
	Iteration 86Q: 3 clusters Score -2.193221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -21932212.000000 Penalty: 5949.991211
	Iteration 87Q: 3 clusters Score -2.193221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -21932194.000000 Penalty: 5949.991211
	Iteration 88Q: 3 clusters Score -2.193219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -21932188.000000 Penalty: 5949.991211
	Iteration 89Q: 3 clusters Score -2.193219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -21932196.000000 Penalty: 5949.991211
	Iteration 90Q: 3 clusters Score -2.19322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -21932198.000000 Penalty: 5949.991211
	Iteration 91Q: 3 clusters Score -2.19322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -21932164.000000 Penalty: 5949.991211
	Iteration 92Q: 3 clusters Score -2.193216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -21932166.000000 Penalty: 5949.991211
	Iteration 93Q: 3 clusters Score -2.193217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -21932158.000000 Penalty: 5949.991211
	Iteration 94Q: 3 clusters Score -2.193216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -21932148.000000 Penalty: 5949.991211
	Iteration 95Q: 3 clusters Score -2.193215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -21932162.000000 Penalty: 5949.991211
	Iteration 96Q: 3 clusters Score -2.193216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -21932162.000000 Penalty: 5949.991211
	Iteration 97Q: 3 clusters Score -2.193216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -21932150.000000 Penalty: 5949.991211
	Iteration 98Q: 3 clusters Score -2.193215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -21932148.000000 Penalty: 5949.991211
	Iteration 99Q: 3 clusters Score -2.193215e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -21932166.000000 Penalty: 5949.991211
	Iteration 100F: 3 clusters Score -2.193217e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -21932162.000000 Penalty: 5949.991211
	Iteration 101Q: 3 clusters Score -2.193216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 102Q: 3 clusters Score -2.193214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 103Q: 3 clusters Score -2.193214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 104Q: 3 clusters Score -2.193214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 5949.991211
	Iteration 105Q: 3 clusters Score -2.193213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 106Q: 3 clusters Score -2.193214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -21932128.000000 Penalty: 5949.991211
	Iteration 107Q: 3 clusters Score -2.193213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -21932142.000000 Penalty: 5949.991211
	Iteration 108Q: 3 clusters Score -2.193214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -21932154.000000 Penalty: 5949.991211
	Iteration 109Q: 3 clusters Score -2.193215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -21932140.000000 Penalty: 5949.991211
	Iteration 110Q: 3 clusters Score -2.193214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -21932126.000000 Penalty: 5949.991211
	Iteration 111Q: 3 clusters Score -2.193213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -21932142.000000 Penalty: 5949.991211
	Iteration 112Q: 3 clusters Score -2.193214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -21932146.000000 Penalty: 5949.991211
	Iteration 113Q: 3 clusters Score -2.193215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -21932098.000000 Penalty: 5949.991211
	Iteration 114Q: 3 clusters Score -2.19321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -21932102.000000 Penalty: 5949.991211
	Iteration 115Q: 3 clusters Score -2.19321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -21932112.000000 Penalty: 5949.991211
	Iteration 116Q: 3 clusters Score -2.193211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 117Q: 3 clusters Score -2.193214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -21932138.000000 Penalty: 5949.991211
	Iteration 118Q: 3 clusters Score -2.193214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -21932122.000000 Penalty: 5949.991211
	Iteration 119Q: 3 clusters Score -2.193212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -21932118.000000 Penalty: 5949.991211
	Iteration 120F: 3 clusters Score -2.193212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -21932114.000000 Penalty: 5949.991211
	Iteration 121Q: 3 clusters Score -2.193211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -21932098.000000 Penalty: 5949.991211
	Iteration 122Q: 3 clusters Score -2.19321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -21932110.000000 Penalty: 5949.991211
	Iteration 123Q: 3 clusters Score -2.193211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -21932100.000000 Penalty: 5949.991211
	Iteration 124Q: 3 clusters Score -2.19321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -21932104.000000 Penalty: 5949.991211
	Iteration 125Q: 3 clusters Score -2.19321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -21932128.000000 Penalty: 5949.991211
	Iteration 126Q: 3 clusters Score -2.193213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -21932122.000000 Penalty: 5949.991211
	Iteration 127Q: 3 clusters Score -2.193212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -21932144.000000 Penalty: 5949.991211
	Iteration 128Q: 3 clusters Score -2.193214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -21932126.000000 Penalty: 5949.991211
	Iteration 129Q: 3 clusters Score -2.193213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 5949.991211
	Iteration 130Q: 3 clusters Score -2.193213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -21932122.000000 Penalty: 5949.991211
	Iteration 131Q: 3 clusters Score -2.193212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 5949.991211
	Iteration 132Q: 3 clusters Score -2.193213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 5949.991211
	Iteration 133Q: 3 clusters Score -2.193213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -21932142.000000 Penalty: 5949.991211
	Iteration 134Q: 3 clusters Score -2.193214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -21932140.000000 Penalty: 5949.991211
	Iteration 135Q: 3 clusters Score -2.193214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -21932144.000000 Penalty: 5949.991211
	Iteration 136Q: 3 clusters Score -2.193214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -21932148.000000 Penalty: 5949.991211
	Iteration 137Q: 3 clusters Score -2.193215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -21932134.000000 Penalty: 5949.991211
	Iteration 138Q: 3 clusters Score -2.193213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -21932142.000000 Penalty: 5949.991211
	Iteration 139Q: 3 clusters Score -2.193214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -21932144.000000 Penalty: 5949.991211
	Iteration 140F: 3 clusters Score -2.193214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -21932148.000000 Penalty: 5949.991211
	Iteration 141Q: 3 clusters Score -2.193215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 142Q: 3 clusters Score -2.193214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -21932158.000000 Penalty: 5949.991211
	Iteration 143Q: 3 clusters Score -2.193216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -21932144.000000 Penalty: 5949.991211
	Iteration 144Q: 3 clusters Score -2.193214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 5949.991211
	Iteration 145Q: 3 clusters Score -2.193213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 5949.991211
	Iteration 146Q: 3 clusters Score -2.193213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -21932134.000000 Penalty: 5949.991211
	Iteration 147Q: 3 clusters Score -2.193213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 5949.991211
	Iteration 148Q: 3 clusters Score -2.193214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 5949.991211
	Iteration 149Q: 3 clusters Score -2.193213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -21932140.000000 Penalty: 5949.991211
	Iteration 150Q: 3 clusters Score -2.193214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -21932138.000000 Penalty: 5949.991211
	Iteration 151Q: 3 clusters Score -2.193214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -21932140.000000 Penalty: 5949.991211
	Iteration 152Q: 3 clusters Score -2.193214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -21932138.000000 Penalty: 5949.991211
	Iteration 153Q: 3 clusters Score -2.193214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -21932148.000000 Penalty: 5949.991211
	Iteration 154Q: 3 clusters Score -2.193215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -21932158.000000 Penalty: 5949.991211
	Iteration 155Q: 3 clusters Score -2.193216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -21932162.000000 Penalty: 5949.991211
	Iteration 156Q: 3 clusters Score -2.193216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -21932166.000000 Penalty: 5949.991211
	Iteration 157Q: 3 clusters Score -2.193217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -21932168.000000 Penalty: 5949.991211
	Iteration 158Q: 3 clusters Score -2.193217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -21932164.000000 Penalty: 5949.991211
	Iteration 159Q: 3 clusters Score -2.193216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -21932160.000000 Penalty: 5949.991211
	Iteration 160F: 3 clusters Score -2.193216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -21932152.000000 Penalty: 5949.991211
	Iteration 161Q: 3 clusters Score -2.193215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -21932172.000000 Penalty: 5949.991211
	Iteration 162Q: 3 clusters Score -2.193217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -21932158.000000 Penalty: 5949.991211
	Iteration 163Q: 3 clusters Score -2.193216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -21932164.000000 Penalty: 5949.991211
	Iteration 164Q: 3 clusters Score -2.193216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -21932156.000000 Penalty: 5949.991211
	Iteration 165Q: 3 clusters Score -2.193216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -21932164.000000 Penalty: 5949.991211
	Iteration 166Q: 3 clusters Score -2.193216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -21932164.000000 Penalty: 5949.991211
	Iteration 167F: 3 clusters Score -2.193216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Entering Unmasked Estep 
Score: -22822320.000000 Penalty: 2984.672607
	Iteration 0F: 2 clusters Score -2.282232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -22713396.000000 Penalty: 5969.345215
	Iteration 0F: 3 clusters Score -2.27134e+07 nChanged 80749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -22760746.000000 Penalty: 5969.345215
	Iteration 1F: 3 clusters Score -2.276075e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -22762158.000000 Penalty: 5969.345215
	Iteration 2Q: 3 clusters Score -2.276216e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -22764612.000000 Penalty: 5969.345215
	Iteration 3Q: 3 clusters Score -2.276461e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -22767924.000000 Penalty: 5969.345215
	Iteration 4Q: 3 clusters Score -2.276792e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -22772890.000000 Penalty: 5969.345215
	Iteration 5F: 3 clusters Score -2.277289e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -22780148.000000 Penalty: 5969.345215
	Iteration 6F: 3 clusters Score -2.278015e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -22788844.000000 Penalty: 5969.345215
	Iteration 7F: 3 clusters Score -2.278884e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -22797078.000000 Penalty: 5969.345215
	Iteration 8F: 3 clusters Score -2.279708e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -22802520.000000 Penalty: 5969.345215
	Iteration 9F: 3 clusters Score -2.280252e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 126264 members 
Entering Unmasked Estep 
Score: -22805146.000000 Penalty: 5969.345215
	Iteration 10Q: 3 clusters Score -2.280515e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -22806366.000000 Penalty: 5969.345215
	Iteration 11Q: 3 clusters Score -2.280637e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 130888 members 
Entering Unmasked Estep 
Score: -22807038.000000 Penalty: 5969.345215
	Iteration 12Q: 3 clusters Score -2.280704e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 133125 members 
Entering Unmasked Estep 
Score: -22807664.000000 Penalty: 5969.345215
	Iteration 13Q: 3 clusters Score -2.280766e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -22808202.000000 Penalty: 5969.345215
	Iteration 14Q: 3 clusters Score -2.28082e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 137470 members 
Entering Unmasked Estep 
Score: -22808904.000000 Penalty: 5969.345215
	Iteration 15Q: 3 clusters Score -2.28089e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 139630 members 
Entering Unmasked Estep 
Score: -22809544.000000 Penalty: 5969.345215
	Iteration 16Q: 3 clusters Score -2.280954e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 141842 members 
Entering Unmasked Estep 
Score: -22810226.000000 Penalty: 5969.345215
	Iteration 17Q: 3 clusters Score -2.281023e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -22810936.000000 Penalty: 5969.345215
	Iteration 18Q: 3 clusters Score -2.281094e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -22811688.000000 Penalty: 5969.345215
	Iteration 19Q: 3 clusters Score -2.281169e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -22812494.000000 Penalty: 5969.345215
	Iteration 20F: 3 clusters Score -2.281249e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -22813354.000000 Penalty: 5969.345215
	Iteration 21Q: 3 clusters Score -2.281335e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -22814302.000000 Penalty: 5969.345215
	Iteration 22Q: 3 clusters Score -2.28143e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -22815156.000000 Penalty: 5969.345215
	Iteration 23Q: 3 clusters Score -2.281516e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -22816054.000000 Penalty: 5969.345215
	Iteration 24Q: 3 clusters Score -2.281605e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -22816906.000000 Penalty: 5969.345215
	Iteration 25Q: 3 clusters Score -2.281691e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -22817678.000000 Penalty: 5969.345215
	Iteration 26Q: 3 clusters Score -2.281768e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 161314 members 
Entering Unmasked Estep 
Score: -22818268.000000 Penalty: 5969.345215
	Iteration 27Q: 3 clusters Score -2.281827e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 162495 members 
Entering Unmasked Estep 
Score: -22818626.000000 Penalty: 5969.345215
	Iteration 28Q: 3 clusters Score -2.281863e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -22819002.000000 Penalty: 5969.345215
	Iteration 29Q: 3 clusters Score -2.2819e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -22819246.000000 Penalty: 5969.345215
	Iteration 30Q: 3 clusters Score -2.281925e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -22819450.000000 Penalty: 5969.345215
	Iteration 31Q: 3 clusters Score -2.281945e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 165466 members 
Entering Unmasked Estep 
Score: -22819628.000000 Penalty: 5969.345215
	Iteration 32Q: 3 clusters Score -2.281963e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -22819718.000000 Penalty: 5969.345215
	Iteration 33Q: 3 clusters Score -2.281972e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -22819892.000000 Penalty: 5969.345215
	Iteration 34Q: 3 clusters Score -2.281989e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -22819994.000000 Penalty: 5969.345215
	Iteration 35Q: 3 clusters Score -2.281999e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 166607 members 
Entering Unmasked Estep 
Score: -22820102.000000 Penalty: 5969.345215
	Iteration 36Q: 3 clusters Score -2.28201e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -22820154.000000 Penalty: 5969.345215
	Iteration 37Q: 3 clusters Score -2.282015e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 166877 members 
Entering Unmasked Estep 
Score: -22820164.000000 Penalty: 5969.345215
	Iteration 38Q: 3 clusters Score -2.282016e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -22820160.000000 Penalty: 5969.345215
	Iteration 39Q: 3 clusters Score -2.282016e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -22820144.000000 Penalty: 5969.345215
	Iteration 40F: 3 clusters Score -2.282014e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -22820140.000000 Penalty: 5969.345215
	Iteration 41Q: 3 clusters Score -2.282014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 167153 members 
Entering Unmasked Estep 
Score: -22820156.000000 Penalty: 5969.345215
	Iteration 42Q: 3 clusters Score -2.282016e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 167202 members 
Entering Unmasked Estep 
Score: -22820140.000000 Penalty: 5969.345215
	Iteration 43Q: 3 clusters Score -2.282014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -22820148.000000 Penalty: 5969.345215
	Iteration 44Q: 3 clusters Score -2.282015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -22820142.000000 Penalty: 5969.345215
	Iteration 45Q: 3 clusters Score -2.282014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -22820158.000000 Penalty: 5969.345215
	Iteration 46Q: 3 clusters Score -2.282016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -22820138.000000 Penalty: 5969.345215
	Iteration 47Q: 3 clusters Score -2.282014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 167316 members 
Entering Unmasked Estep 
Score: -22820164.000000 Penalty: 5969.345215
	Iteration 48Q: 3 clusters Score -2.282016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -22820166.000000 Penalty: 5969.345215
	Iteration 49Q: 3 clusters Score -2.282017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 167337 members 
Entering Unmasked Estep 
Score: -22820172.000000 Penalty: 5969.345215
	Iteration 50Q: 3 clusters Score -2.282017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -22820170.000000 Penalty: 5969.345215
	Iteration 51Q: 3 clusters Score -2.282017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 167369 members 
Entering Unmasked Estep 
Score: -22820156.000000 Penalty: 5969.345215
	Iteration 52Q: 3 clusters Score -2.282016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -22820160.000000 Penalty: 5969.345215
	Iteration 53Q: 3 clusters Score -2.282016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 167396 members 
Entering Unmasked Estep 
Score: -22820166.000000 Penalty: 5969.345215
	Iteration 54Q: 3 clusters Score -2.282017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 167408 members 
Entering Unmasked Estep 
Score: -22820170.000000 Penalty: 5969.345215
	Iteration 55Q: 3 clusters Score -2.282017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 167416 members 
Entering Unmasked Estep 
Score: -22820168.000000 Penalty: 5969.345215
	Iteration 56Q: 3 clusters Score -2.282017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 167427 members 
Entering Unmasked Estep 
Score: -22820174.000000 Penalty: 5969.345215
	Iteration 57Q: 3 clusters Score -2.282017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -22820144.000000 Penalty: 5969.345215
	Iteration 58Q: 3 clusters Score -2.282014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -22820150.000000 Penalty: 5969.345215
	Iteration 59Q: 3 clusters Score -2.282015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 167451 members 
Entering Unmasked Estep 
Score: -22820130.000000 Penalty: 5969.345215
	Iteration 60F: 3 clusters Score -2.282013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -22820132.000000 Penalty: 5969.345215
	Iteration 61Q: 3 clusters Score -2.282013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -22820132.000000 Penalty: 5969.345215
	Iteration 62Q: 3 clusters Score -2.282013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 167468 members 
Entering Unmasked Estep 
Score: -22820152.000000 Penalty: 5969.345215
	Iteration 63Q: 3 clusters Score -2.282015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 167471 members 
Entering Unmasked Estep 
Score: -22820154.000000 Penalty: 5969.345215
	Iteration 64Q: 3 clusters Score -2.282015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 167475 members 
Entering Unmasked Estep 
Score: -22820152.000000 Penalty: 5969.345215
	Iteration 65Q: 3 clusters Score -2.282015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -22820132.000000 Penalty: 5969.345215
	Iteration 66Q: 3 clusters Score -2.282013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -22820142.000000 Penalty: 5969.345215
	Iteration 67Q: 3 clusters Score -2.282014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -22820136.000000 Penalty: 5969.345215
	Iteration 68Q: 3 clusters Score -2.282014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 167479 members 
Entering Unmasked Estep 
Score: -22820134.000000 Penalty: 5969.345215
	Iteration 69Q: 3 clusters Score -2.282013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 167478 members 
Entering Unmasked Estep 
Score: -22820136.000000 Penalty: 5969.345215
	Iteration 70Q: 3 clusters Score -2.282014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 167479 members 
Entering Unmasked Estep 
Score: -22820140.000000 Penalty: 5969.345215
	Iteration 71Q: 3 clusters Score -2.282014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -22820140.000000 Penalty: 5969.345215
	Iteration 72Q: 3 clusters Score -2.282014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -22820140.000000 Penalty: 5969.345215
	Iteration 73F: 3 clusters Score -2.282014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Entering Unmasked Estep 
Score: -6075034.000000 Penalty: 2655.016846
	Iteration 0F: 2 clusters Score -6075034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6044881.000000 Penalty: 5310.033691
	Iteration 0F: 3 clusters Score -6044881 nChanged 20355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6056193.000000 Penalty: 5310.033691
	Iteration 1F: 3 clusters Score -6056193 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -6056883.500000 Penalty: 5310.033691
	Iteration 2Q: 3 clusters Score -6056884 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6057676.500000 Penalty: 5310.033691
	Iteration 3Q: 3 clusters Score -6057676 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6058775.000000 Penalty: 5310.033691
	Iteration 4F: 3 clusters Score -6058775 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6060130.500000 Penalty: 5310.033691
	Iteration 5F: 3 clusters Score -6060130 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -6062013.000000 Penalty: 5310.033691
	Iteration 6F: 3 clusters Score -6062013 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6064420.000000 Penalty: 5310.033691
	Iteration 7F: 3 clusters Score -6064420 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -6067224.500000 Penalty: 5310.033691
	Iteration 8F: 3 clusters Score -6067224 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -6069597.000000 Penalty: 5310.033691
	Iteration 9F: 3 clusters Score -6069597 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -6070858.500000 Penalty: 5310.033691
	Iteration 10Q: 3 clusters Score -6070858 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -6071400.000000 Penalty: 5310.033691
	Iteration 11Q: 3 clusters Score -6071400 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -6071721.500000 Penalty: 5310.033691
	Iteration 12Q: 3 clusters Score -6071722 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -6071926.500000 Penalty: 5310.033691
	Iteration 13Q: 3 clusters Score -6071926 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -6072101.500000 Penalty: 5310.033691
	Iteration 14Q: 3 clusters Score -6072102 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -6072217.000000 Penalty: 5310.033691
	Iteration 15Q: 3 clusters Score -6072217 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -6072359.000000 Penalty: 5310.033691
	Iteration 16Q: 3 clusters Score -6072359 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -6072468.500000 Penalty: 5310.033691
	Iteration 17Q: 3 clusters Score -6072468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -6072536.500000 Penalty: 5310.033691
	Iteration 18Q: 3 clusters Score -6072536 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -6072602.000000 Penalty: 5310.033691
	Iteration 19Q: 3 clusters Score -6072602 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -6072652.000000 Penalty: 5310.033691
	Iteration 20F: 3 clusters Score -6072652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -6072722.500000 Penalty: 5310.033691
	Iteration 21Q: 3 clusters Score -6072722 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -6072768.500000 Penalty: 5310.033691
	Iteration 22Q: 3 clusters Score -6072768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -6072841.500000 Penalty: 5310.033691
	Iteration 23Q: 3 clusters Score -6072842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -6072879.000000 Penalty: 5310.033691
	Iteration 24Q: 3 clusters Score -6072879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -6072903.000000 Penalty: 5310.033691
	Iteration 25Q: 3 clusters Score -6072903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -6072926.500000 Penalty: 5310.033691
	Iteration 26Q: 3 clusters Score -6072926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -6072948.000000 Penalty: 5310.033691
	Iteration 27Q: 3 clusters Score -6072948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -6072977.000000 Penalty: 5310.033691
	Iteration 28Q: 3 clusters Score -6072977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -6072991.000000 Penalty: 5310.033691
	Iteration 29Q: 3 clusters Score -6072991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -6073021.000000 Penalty: 5310.033691
	Iteration 30Q: 3 clusters Score -6073021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6073035.000000 Penalty: 5310.033691
	Iteration 31Q: 3 clusters Score -6073035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -6073072.500000 Penalty: 5310.033691
	Iteration 32Q: 3 clusters Score -6073072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -6073090.000000 Penalty: 5310.033691
	Iteration 33Q: 3 clusters Score -6073090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -6073114.000000 Penalty: 5310.033691
	Iteration 34Q: 3 clusters Score -6073114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -6073135.000000 Penalty: 5310.033691
	Iteration 35Q: 3 clusters Score -6073135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -6073136.500000 Penalty: 5310.033691
	Iteration 36Q: 3 clusters Score -6073136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -6073127.500000 Penalty: 5310.033691
	Iteration 37Q: 3 clusters Score -6073128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6073140.000000 Penalty: 5310.033691
	Iteration 38Q: 3 clusters Score -6073140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6073148.500000 Penalty: 5310.033691
	Iteration 39Q: 3 clusters Score -6073148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -6073156.000000 Penalty: 5310.033691
	Iteration 40F: 3 clusters Score -6073156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -6073171.000000 Penalty: 5310.033691
	Iteration 41Q: 3 clusters Score -6073171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -6073175.500000 Penalty: 5310.033691
	Iteration 42Q: 3 clusters Score -6073176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -6073172.500000 Penalty: 5310.033691
	Iteration 43Q: 3 clusters Score -6073172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6073186.000000 Penalty: 5310.033691
	Iteration 44Q: 3 clusters Score -6073186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -6073194.500000 Penalty: 5310.033691
	Iteration 45Q: 3 clusters Score -6073194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -6073193.500000 Penalty: 5310.033691
	Iteration 46Q: 3 clusters Score -6073194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6073190.500000 Penalty: 5310.033691
	Iteration 47Q: 3 clusters Score -6073190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -6073194.000000 Penalty: 5310.033691
	Iteration 48Q: 3 clusters Score -6073194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -6073195.500000 Penalty: 5310.033691
	Iteration 49Q: 3 clusters Score -6073196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -6073193.000000 Penalty: 5310.033691
	Iteration 50Q: 3 clusters Score -6073193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -6073192.500000 Penalty: 5310.033691
	Iteration 51Q: 3 clusters Score -6073192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -6073196.500000 Penalty: 5310.033691
	Iteration 52Q: 3 clusters Score -6073196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -6073192.000000 Penalty: 5310.033691
	Iteration 53Q: 3 clusters Score -6073192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6073191.000000 Penalty: 5310.033691
	Iteration 54Q: 3 clusters Score -6073191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -6073197.500000 Penalty: 5310.033691
	Iteration 55Q: 3 clusters Score -6073198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -6073201.500000 Penalty: 5310.033691
	Iteration 56Q: 3 clusters Score -6073202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -6073199.000000 Penalty: 5310.033691
	Iteration 57Q: 3 clusters Score -6073199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -6073199.000000 Penalty: 5310.033691
	Iteration 58F: 3 clusters Score -6073199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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: -21684.996094 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21685 nChanged 21
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: -21801.248047 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21801.25 nChanged 11
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: -21872.851562 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21872.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21904.181641 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -21904.18 nChanged 2
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: -21916.255859 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -21916.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21931.552734 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -21931.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21973.455078 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -21973.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22001.458984 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -22001.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22031.951172 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -22031.95 nChanged 1
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: -22036.613281 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -22036.61 nChanged 1
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: -22047.492188 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -22047.49 nChanged 1
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: -22050.630859 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -22050.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22069.253906 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -22069.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22086.248047 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -22086.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22097.888672 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -22097.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22135.357422 Penalty: 2688.585449
	Iteration 15Q: 3 clusters Score -22135.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22162.593750 Penalty: 2688.585449
	Iteration 16Q: 3 clusters Score -22162.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22162.593750 Penalty: 2688.585449
	Iteration 17F: 3 clusters Score -22162.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 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 365 members 
Entering Unmasked Estep 
Score: -80206.273438 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80206.27 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80489.062500 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80489.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80665.593750 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80665.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80864.640625 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -80864.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81077.125000 Penalty: 3249.335693
	Iteration 4F: 3 clusters Score -81077.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81250.203125 Penalty: 3249.335693
	Iteration 5F: 3 clusters Score -81250.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81332.187500 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -81332.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81401.859375 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -81401.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81455.617188 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -81455.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81475.031250 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -81475.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81492.070312 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -81492.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81505.945312 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -81505.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81508.710938 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -81508.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81509.210938 Penalty: 3249.335693
	Iteration 13F: 3 clusters Score -81509.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81515.828125 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -81515.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81530.375000 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -81530.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81548.218750 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -81548.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81577.148438 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -81577.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -81582.320312 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -81582.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81588.039062 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -81588.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -81599.031250 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -81599.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81612.414062 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -81612.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81621.710938 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -81621.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81630.929688 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -81630.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81630.929688 Penalty: 3249.335693
	Iteration 24F: 3 clusters Score -81630.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42271.335938 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -42271.34 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 232 members 
Entering Unmasked Estep 
Score: -40928.125000 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -40928.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41243.210938 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -41243.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41340.105469 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -41340.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41389.734375 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -41389.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41426.359375 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -41426.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41454.636719 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -41454.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41472.644531 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -41472.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41502.101562 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -41502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41522.664062 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -41522.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41531.460938 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -41531.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41538.847656 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -41538.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41540.070312 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -41540.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41542.062500 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -41542.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41548.492188 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -41548.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41558.320312 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -41558.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41562.652344 Penalty: 3032.386475
	Iteration 15Q: 3 clusters Score -41562.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41562.652344 Penalty: 3032.386475
	Iteration 16F: 3 clusters Score -41562.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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 55 members 
Entering Unmasked Estep 
Score: -9304.559570 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9304.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128768 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46377 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168104 members 
Mstep: Class 22 contains 162097 members 
Mstep: Class 23 contains 168547 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431688.000000 Penalty: 95627.414062
Iteration 319Q: 29 clusters Score -1.264317e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128765 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 71849 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46378 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168107 members 
Mstep: Class 22 contains 162095 members 
Mstep: Class 23 contains 168546 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 95627.414062
Iteration 320F: 29 clusters Score -1.264316e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128764 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46380 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168112 members 
Mstep: Class 22 contains 162089 members 
Mstep: Class 23 contains 168545 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431624.000000 Penalty: 95627.414062
Iteration 321Q: 29 clusters Score -1.264316e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128769 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24099 members 
Mstep: Class 16 contains 71849 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168114 members 
Mstep: Class 22 contains 162085 members 
Mstep: Class 23 contains 168542 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 322Q: 29 clusters Score -1.264316e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128773 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24098 members 
Mstep: Class 16 contains 71849 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168116 members 
Mstep: Class 22 contains 162079 members 
Mstep: Class 23 contains 168544 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 323Q: 29 clusters Score -1.264317e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128774 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24099 members 
Mstep: Class 16 contains 71849 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162079 members 
Mstep: Class 23 contains 168544 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 95627.414062
Iteration 324Q: 29 clusters Score -1.264316e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128773 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24099 members 
Mstep: Class 16 contains 71850 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46384 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168121 members 
Mstep: Class 22 contains 162077 members 
Mstep: Class 23 contains 168539 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 325Q: 29 clusters Score -1.264317e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128776 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24099 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46385 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168115 members 
Mstep: Class 22 contains 162076 members 
Mstep: Class 23 contains 168540 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 326Q: 29 clusters Score -1.264317e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128780 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24099 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46385 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168112 members 
Mstep: Class 22 contains 162072 members 
Mstep: Class 23 contains 168539 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 327Q: 29 clusters Score -1.264317e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128778 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24099 members 
Mstep: Class 16 contains 71853 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46385 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168111 members 
Mstep: Class 22 contains 162074 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 328Q: 29 clusters Score -1.264317e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128777 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24100 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46385 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168117 members 
Mstep: Class 22 contains 162068 members 
Mstep: Class 23 contains 168535 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 329Q: 29 clusters Score -1.264317e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128776 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24101 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46384 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162068 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 330Q: 29 clusters Score -1.264317e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128775 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24101 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46384 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162070 members 
Mstep: Class 23 contains 168534 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431600.000000 Penalty: 95627.414062
Iteration 331Q: 29 clusters Score -1.264316e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128773 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24101 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46386 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162071 members 
Mstep: Class 23 contains 168534 members 
Mstep: Class 24 contains 44615 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431664.000000 Penalty: 95627.414062
Iteration 332Q: 29 clusters Score -1.264317e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18896 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128774 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24103 members 
Mstep: Class 16 contains 71853 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162073 members 
Mstep: Class 23 contains 168532 members 
Mstep: Class 24 contains 44614 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431728.000000 Penalty: 95627.414062
Iteration 333Q: 29 clusters Score -1.264317e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18897 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128770 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46390 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168123 members 
Mstep: Class 22 contains 162071 members 
Mstep: Class 23 contains 168530 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431592.000000 Penalty: 95627.414062
Iteration 334Q: 29 clusters Score -1.264316e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18899 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128768 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46389 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168125 members 
Mstep: Class 22 contains 162066 members 
Mstep: Class 23 contains 168534 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431616.000000 Penalty: 95627.414062
Iteration 335Q: 29 clusters Score -1.264316e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128771 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24104 members 
Mstep: Class 16 contains 71851 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168124 members 
Mstep: Class 22 contains 162065 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431648.000000 Penalty: 95627.414062
Iteration 336Q: 29 clusters Score -1.264316e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128768 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24104 members 
Mstep: Class 16 contains 71849 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168117 members 
Mstep: Class 22 contains 162069 members 
Mstep: Class 23 contains 168539 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431568.000000 Penalty: 95627.414062
Iteration 337Q: 29 clusters Score -1.264316e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128766 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46389 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162063 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 338Q: 29 clusters Score -1.264317e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128762 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24107 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168123 members 
Mstep: Class 22 contains 162063 members 
Mstep: Class 23 contains 168534 members 
Mstep: Class 24 contains 44612 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 339Q: 29 clusters Score -1.264317e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128761 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24108 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168132 members 
Mstep: Class 22 contains 162054 members 
Mstep: Class 23 contains 168532 members 
Mstep: Class 24 contains 44613 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 340F: 29 clusters Score -1.264317e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128758 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24110 members 
Mstep: Class 16 contains 71845 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168138 members 
Mstep: Class 22 contains 162052 members 
Mstep: Class 23 contains 168535 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 341Q: 29 clusters Score -1.264317e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18901 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128754 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24112 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46386 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168141 members 
Mstep: Class 22 contains 162055 members 
Mstep: Class 23 contains 168532 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 342Q: 29 clusters Score -1.264317e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18902 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128750 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24115 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46385 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168141 members 
Mstep: Class 22 contains 162054 members 
Mstep: Class 23 contains 168534 members 
Mstep: Class 24 contains 44610 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431696.000000 Penalty: 95627.414062
Iteration 343Q: 29 clusters Score -1.264317e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128750 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46386 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168140 members 
Mstep: Class 22 contains 162050 members 
Mstep: Class 23 contains 168534 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431720.000000 Penalty: 95627.414062
Iteration 344Q: 29 clusters Score -1.264317e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128752 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168137 members 
Mstep: Class 22 contains 162046 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 345Q: 29 clusters Score -1.264317e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128754 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168141 members 
Mstep: Class 22 contains 162042 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44608 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431664.000000 Penalty: 95627.414062
Iteration 346Q: 29 clusters Score -1.264317e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128756 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 71845 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168141 members 
Mstep: Class 22 contains 162042 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 347Q: 29 clusters Score -1.264317e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128756 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 71845 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168140 members 
Mstep: Class 22 contains 162042 members 
Mstep: Class 23 contains 168538 members 
Mstep: Class 24 contains 44607 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 348Q: 29 clusters Score -1.264317e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128758 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168136 members 
Mstep: Class 22 contains 162045 members 
Mstep: Class 23 contains 168539 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431720.000000 Penalty: 95627.414062
Iteration 349Q: 29 clusters Score -1.264317e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128763 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 71846 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168134 members 
Mstep: Class 22 contains 162042 members 
Mstep: Class 23 contains 168538 members 
Mstep: Class 24 contains 44605 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 350Q: 29 clusters Score -1.264317e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128763 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46387 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168136 members 
Mstep: Class 22 contains 162043 members 
Mstep: Class 23 contains 168538 members 
Mstep: Class 24 contains 44605 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 351Q: 29 clusters Score -1.264317e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128765 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168133 members 
Mstep: Class 22 contains 162043 members 
Mstep: Class 23 contains 168540 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431696.000000 Penalty: 95627.414062
Iteration 352Q: 29 clusters Score -1.264317e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128769 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46389 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168126 members 
Mstep: Class 22 contains 162044 members 
Mstep: Class 23 contains 168541 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 95627.414062
Iteration 353Q: 29 clusters Score -1.264318e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128768 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46391 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168122 members 
Mstep: Class 22 contains 162047 members 
Mstep: Class 23 contains 168541 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 354Q: 29 clusters Score -1.264317e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128769 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162048 members 
Mstep: Class 23 contains 168540 members 
Mstep: Class 24 contains 44606 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 355Q: 29 clusters Score -1.264317e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128770 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162047 members 
Mstep: Class 23 contains 168541 members 
Mstep: Class 24 contains 44605 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 356Q: 29 clusters Score -1.264317e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128773 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71842 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168120 members 
Mstep: Class 22 contains 162046 members 
Mstep: Class 23 contains 168540 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 95627.414062
Iteration 357Q: 29 clusters Score -1.264317e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10400 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128778 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71841 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162050 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431688.000000 Penalty: 95627.414062
Iteration 358Q: 29 clusters Score -1.264317e+08 nChanged 6
Entering ConstructFrom: 
Score: -126431688.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Entering Unmasked Estep 
Score: -4423387.000000 Penalty: 2576.325928
	Iteration 0F: 2 clusters Score -4423387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4401113.000000 Penalty: 5152.651855
	Iteration 0F: 3 clusters Score -4401113 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4409344.000000 Penalty: 5152.651855
	Iteration 1F: 3 clusters Score -4409344 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4409846.000000 Penalty: 5152.651855
	Iteration 2Q: 3 clusters Score -4409846 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4410380.500000 Penalty: 5152.651855
	Iteration 3Q: 3 clusters Score -4410380 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4410963.000000 Penalty: 5152.651855
	Iteration 4Q: 3 clusters Score -4410963 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4411698.000000 Penalty: 5152.651855
	Iteration 5Q: 3 clusters Score -4411698 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4412602.500000 Penalty: 5152.651855
	Iteration 6Q: 3 clusters Score -4412602 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4413615.000000 Penalty: 5152.651855
	Iteration 7Q: 3 clusters Score -4413615 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4414606.000000 Penalty: 5152.651855
	Iteration 8Q: 3 clusters Score -4414606 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4415619.500000 Penalty: 5152.651855
	Iteration 9Q: 3 clusters Score -4415620 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4416383.000000 Penalty: 5152.651855
	Iteration 10Q: 3 clusters Score -4416383 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4416983.500000 Penalty: 5152.651855
	Iteration 11Q: 3 clusters Score -4416984 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4417418.500000 Penalty: 5152.651855
	Iteration 12Q: 3 clusters Score -4417418 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4417750.500000 Penalty: 5152.651855
	Iteration 13Q: 3 clusters Score -4417750 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4418055.500000 Penalty: 5152.651855
	Iteration 14Q: 3 clusters Score -4418056 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4418271.500000 Penalty: 5152.651855
	Iteration 15Q: 3 clusters Score -4418272 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -4418499.500000 Penalty: 5152.651855
	Iteration 16Q: 3 clusters Score -4418500 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4418711.500000 Penalty: 5152.651855
	Iteration 17Q: 3 clusters Score -4418712 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4418931.000000 Penalty: 5152.651855
	Iteration 18Q: 3 clusters Score -4418931 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4419162.000000 Penalty: 5152.651855
	Iteration 19Q: 3 clusters Score -4419162 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4419366.000000 Penalty: 5152.651855
	Iteration 20F: 3 clusters Score -4419366 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4419568.500000 Penalty: 5152.651855
	Iteration 21Q: 3 clusters Score -4419568 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4419739.500000 Penalty: 5152.651855
	Iteration 22Q: 3 clusters Score -4419740 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4419894.000000 Penalty: 5152.651855
	Iteration 23Q: 3 clusters Score -4419894 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -4420063.000000 Penalty: 5152.651855
	Iteration 24Q: 3 clusters Score -4420063 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4420226.500000 Penalty: 5152.651855
	Iteration 25Q: 3 clusters Score -4420226 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4420387.500000 Penalty: 5152.651855
	Iteration 26Q: 3 clusters Score -4420388 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4420538.500000 Penalty: 5152.651855
	Iteration 27Q: 3 clusters Score -4420538 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4420649.000000 Penalty: 5152.651855
	Iteration 28Q: 3 clusters Score -4420649 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4420741.000000 Penalty: 5152.651855
	Iteration 29Q: 3 clusters Score -4420741 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4420821.000000 Penalty: 5152.651855
	Iteration 30Q: 3 clusters Score -4420821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4420876.000000 Penalty: 5152.651855
	Iteration 31Q: 3 clusters Score -4420876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4420934.000000 Penalty: 5152.651855
	Iteration 32Q: 3 clusters Score -4420934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4420974.500000 Penalty: 5152.651855
	Iteration 33Q: 3 clusters Score -4420974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4421033.000000 Penalty: 5152.651855
	Iteration 34Q: 3 clusters Score -4421033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4421074.500000 Penalty: 5152.651855
	Iteration 35Q: 3 clusters Score -4421074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4421103.000000 Penalty: 5152.651855
	Iteration 36Q: 3 clusters Score -4421103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4421126.500000 Penalty: 5152.651855
	Iteration 37Q: 3 clusters Score -4421126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4421142.500000 Penalty: 5152.651855
	Iteration 38Q: 3 clusters Score -4421142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4421160.500000 Penalty: 5152.651855
	Iteration 39Q: 3 clusters Score -4421160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4421173.500000 Penalty: 5152.651855
	Iteration 40F: 3 clusters Score -4421174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4421186.500000 Penalty: 5152.651855
	Iteration 41Q: 3 clusters Score -4421186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4421190.500000 Penalty: 5152.651855
	Iteration 42Q: 3 clusters Score -4421190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4421204.500000 Penalty: 5152.651855
	Iteration 43Q: 3 clusters Score -4421204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4421207.000000 Penalty: 5152.651855
	Iteration 44Q: 3 clusters Score -4421207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4421215.000000 Penalty: 5152.651855
	Iteration 45Q: 3 clusters Score -4421215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4421216.000000 Penalty: 5152.651855
	Iteration 46Q: 3 clusters Score -4421216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4421218.000000 Penalty: 5152.651855
	Iteration 47Q: 3 clusters Score -4421218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4421211.000000 Penalty: 5152.651855
	Iteration 48Q: 3 clusters Score -4421211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4421215.000000 Penalty: 5152.651855
	Iteration 49Q: 3 clusters Score -4421215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4421216.500000 Penalty: 5152.651855
	Iteration 50Q: 3 clusters Score -4421216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -4421215.500000 Penalty: 5152.651855
	Iteration 51Q: 3 clusters Score -4421216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4421219.500000 Penalty: 5152.651855
	Iteration 52Q: 3 clusters Score -4421220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4421225.500000 Penalty: 5152.651855
	Iteration 53Q: 3 clusters Score -4421226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4421228.500000 Penalty: 5152.651855
	Iteration 54Q: 3 clusters Score -4421228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4421229.500000 Penalty: 5152.651855
	Iteration 55Q: 3 clusters Score -4421230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4421227.500000 Penalty: 5152.651855
	Iteration 56Q: 3 clusters Score -4421228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4421227.500000 Penalty: 5152.651855
	Iteration 57Q: 3 clusters Score -4421228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4421227.500000 Penalty: 5152.651855
	Iteration 58Q: 3 clusters Score -4421228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4421227.500000 Penalty: 5152.651855
	Iteration 59Q: 3 clusters Score -4421228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4421227.500000 Penalty: 5152.651855
	Iteration 60F: 3 clusters Score -4421228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84993.406250 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -84993.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83306.609375 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -83306.61 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83799.710938 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -83799.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84341.476562 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -84341.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84711.687500 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -84711.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84914.937500 Penalty: 3275.556152
	Iteration 4F: 3 clusters Score -84914.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85063.085938 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -85063.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85122.093750 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -85122.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85148.703125 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -85148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -85181.531250 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -85181.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85224.031250 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -85224.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -85245.148438 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -85245.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85257.671875 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -85257.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85260.132812 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -85260.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85260.132812 Penalty: 3275.556152
	Iteration 13F: 3 clusters Score -85260.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 195 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10397 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128777 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168120 members 
Mstep: Class 22 contains 162049 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 543 members 
Entering Unmasked Estep 
Score: -126430176.000000 Penalty: 99042.679688
Splitting cluster 2 changes total score from -126431688.000000 to -126430176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -226404.218750 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -226404.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -223918.250000 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -223918.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -224379.703125 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -224379.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -224557.296875 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -224557.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -224662.734375 Penalty: 3718.614746
	Iteration 3F: 3 clusters Score -224662.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -224744.296875 Penalty: 3718.614746
	Iteration 4Q: 3 clusters Score -224744.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -224818.406250 Penalty: 3718.614746
	Iteration 5Q: 3 clusters Score -224818.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -224873.484375 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -224873.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -224927.281250 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -224927.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -224979.000000 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -224979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -225026.828125 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -225026.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -225086.234375 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -225086.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -225132.718750 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -225132.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -225164.859375 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -225164.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -225203.328125 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -225203.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -225251.328125 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -225251.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -225296.718750 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -225296.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -225329.281250 Penalty: 3718.614746
	Iteration 16Q: 3 clusters Score -225329.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -225359.328125 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -225359.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -225402.625000 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -225402.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -225450.750000 Penalty: 3718.614746
	Iteration 19Q: 3 clusters Score -225450.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -225483.484375 Penalty: 3718.614746
	Iteration 20F: 3 clusters Score -225483.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -225517.593750 Penalty: 3718.614746
	Iteration 21Q: 3 clusters Score -225517.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -225545.609375 Penalty: 3718.614746
	Iteration 22Q: 3 clusters Score -225545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -225560.562500 Penalty: 3718.614746
	Iteration 23Q: 3 clusters Score -225560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -225562.312500 Penalty: 3718.614746
	Iteration 24Q: 3 clusters Score -225562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -225564.046875 Penalty: 3718.614746
	Iteration 25Q: 3 clusters Score -225564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -225569.484375 Penalty: 3718.614746
	Iteration 26Q: 3 clusters Score -225569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -225576.343750 Penalty: 3718.614746
	Iteration 27Q: 3 clusters Score -225576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -225583.125000 Penalty: 3718.614746
	Iteration 28Q: 3 clusters Score -225583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -225590.906250 Penalty: 3718.614746
	Iteration 29Q: 3 clusters Score -225590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -225595.609375 Penalty: 3718.614746
	Iteration 30Q: 3 clusters Score -225595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -225596.250000 Penalty: 3718.614746
	Iteration 31Q: 3 clusters Score -225596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -225596.250000 Penalty: 3718.614746
	Iteration 32F: 3 clusters Score -225596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -2651571.000000 Penalty: 2462.841064
	Iteration 0F: 2 clusters Score -2651571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2637212.000000 Penalty: 4925.682129
	Iteration 0F: 3 clusters Score -2637212 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2642100.750000 Penalty: 4925.682129
	Iteration 1F: 3 clusters Score -2642101 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2642565.500000 Penalty: 4925.682129
	Iteration 2F: 3 clusters Score -2642566 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2642981.750000 Penalty: 4925.682129
	Iteration 3Q: 3 clusters Score -2642982 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2643435.750000 Penalty: 4925.682129
	Iteration 4Q: 3 clusters Score -2643436 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2643938.500000 Penalty: 4925.682129
	Iteration 5Q: 3 clusters Score -2643938 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2644482.750000 Penalty: 4925.682129
	Iteration 6Q: 3 clusters Score -2644483 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2644982.750000 Penalty: 4925.682129
	Iteration 7Q: 3 clusters Score -2644983 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2645435.000000 Penalty: 4925.682129
	Iteration 8Q: 3 clusters Score -2645435 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2645840.250000 Penalty: 4925.682129
	Iteration 9Q: 3 clusters Score -2645840 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2646267.250000 Penalty: 4925.682129
	Iteration 10Q: 3 clusters Score -2646267 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2646656.500000 Penalty: 4925.682129
	Iteration 11Q: 3 clusters Score -2646656 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2647086.750000 Penalty: 4925.682129
	Iteration 12Q: 3 clusters Score -2647087 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2647559.000000 Penalty: 4925.682129
	Iteration 13Q: 3 clusters Score -2647559 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2647958.750000 Penalty: 4925.682129
	Iteration 14Q: 3 clusters Score -2647959 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2648349.250000 Penalty: 4925.682129
	Iteration 15Q: 3 clusters Score -2648349 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2648658.500000 Penalty: 4925.682129
	Iteration 16Q: 3 clusters Score -2648658 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2648879.750000 Penalty: 4925.682129
	Iteration 17Q: 3 clusters Score -2648880 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2649034.000000 Penalty: 4925.682129
	Iteration 18Q: 3 clusters Score -2649034 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2649136.250000 Penalty: 4925.682129
	Iteration 19Q: 3 clusters Score -2649136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2649213.500000 Penalty: 4925.682129
	Iteration 20F: 3 clusters Score -2649214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2649265.250000 Penalty: 4925.682129
	Iteration 21Q: 3 clusters Score -2649265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2649322.000000 Penalty: 4925.682129
	Iteration 22Q: 3 clusters Score -2649322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2649363.500000 Penalty: 4925.682129
	Iteration 23Q: 3 clusters Score -2649364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2649394.500000 Penalty: 4925.682129
	Iteration 24Q: 3 clusters Score -2649394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2649420.500000 Penalty: 4925.682129
	Iteration 25Q: 3 clusters Score -2649420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2649442.000000 Penalty: 4925.682129
	Iteration 26Q: 3 clusters Score -2649442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2649470.250000 Penalty: 4925.682129
	Iteration 27Q: 3 clusters Score -2649470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2649481.250000 Penalty: 4925.682129
	Iteration 28Q: 3 clusters Score -2649481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2649507.000000 Penalty: 4925.682129
	Iteration 29Q: 3 clusters Score -2649507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2649522.000000 Penalty: 4925.682129
	Iteration 30Q: 3 clusters Score -2649522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2649532.500000 Penalty: 4925.682129
	Iteration 31Q: 3 clusters Score -2649532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2649543.250000 Penalty: 4925.682129
	Iteration 32Q: 3 clusters Score -2649543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2649549.250000 Penalty: 4925.682129
	Iteration 33Q: 3 clusters Score -2649549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2649549.000000 Penalty: 4925.682129
	Iteration 34Q: 3 clusters Score -2649549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2649553.500000 Penalty: 4925.682129
	Iteration 35Q: 3 clusters Score -2649554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2649558.250000 Penalty: 4925.682129
	Iteration 36Q: 3 clusters Score -2649558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2649560.500000 Penalty: 4925.682129
	Iteration 37Q: 3 clusters Score -2649560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2649565.750000 Penalty: 4925.682129
	Iteration 38Q: 3 clusters Score -2649566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2649569.000000 Penalty: 4925.682129
	Iteration 39Q: 3 clusters Score -2649569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2649571.750000 Penalty: 4925.682129
	Iteration 40F: 3 clusters Score -2649572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2649574.750000 Penalty: 4925.682129
	Iteration 41Q: 3 clusters Score -2649575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2649577.000000 Penalty: 4925.682129
	Iteration 42Q: 3 clusters Score -2649577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2649577.000000 Penalty: 4925.682129
	Iteration 43F: 3 clusters Score -2649577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -156460.671875 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -156460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154421.906250 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -154421.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -154702.921875 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -154702.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154751.921875 Penalty: 3501.996338
	Iteration 2Q: 3 clusters Score -154751.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -154782.078125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -154782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154797.109375 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -154797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154800.562500 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -154800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154804.296875 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -154804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154806.515625 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -154806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154808.515625 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -154808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154808.515625 Penalty: 3501.996338
	Iteration 9F: 3 clusters Score -154808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Entering Unmasked Estep 
Score: -2415168.000000 Penalty: 2442.074707
	Iteration 0F: 2 clusters Score -2415168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2401848.500000 Penalty: 4884.149414
	Iteration 0F: 3 clusters Score -2401848 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2406465.250000 Penalty: 4884.149414
	Iteration 1F: 3 clusters Score -2406465 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2407065.500000 Penalty: 4884.149414
	Iteration 2F: 3 clusters Score -2407066 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2407625.250000 Penalty: 4884.149414
	Iteration 3F: 3 clusters Score -2407625 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2408201.500000 Penalty: 4884.149414
	Iteration 4F: 3 clusters Score -2408202 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2408832.750000 Penalty: 4884.149414
	Iteration 5F: 3 clusters Score -2408833 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2409537.750000 Penalty: 4884.149414
	Iteration 6F: 3 clusters Score -2409538 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2410347.750000 Penalty: 4884.149414
	Iteration 7F: 3 clusters Score -2410348 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2411058.500000 Penalty: 4884.149414
	Iteration 8F: 3 clusters Score -2411058 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2411556.250000 Penalty: 4884.149414
	Iteration 9Q: 3 clusters Score -2411556 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2411856.250000 Penalty: 4884.149414
	Iteration 10Q: 3 clusters Score -2411856 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2412072.250000 Penalty: 4884.149414
	Iteration 11Q: 3 clusters Score -2412072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2412218.500000 Penalty: 4884.149414
	Iteration 12Q: 3 clusters Score -2412218 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2412376.000000 Penalty: 4884.149414
	Iteration 13Q: 3 clusters Score -2412376 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2412520.500000 Penalty: 4884.149414
	Iteration 14Q: 3 clusters Score -2412520 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2412672.250000 Penalty: 4884.149414
	Iteration 15Q: 3 clusters Score -2412672 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2412852.000000 Penalty: 4884.149414
	Iteration 16Q: 3 clusters Score -2412852 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2413066.750000 Penalty: 4884.149414
	Iteration 17Q: 3 clusters Score -2413067 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2413264.250000 Penalty: 4884.149414
	Iteration 18Q: 3 clusters Score -2413264 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2413414.000000 Penalty: 4884.149414
	Iteration 19Q: 3 clusters Score -2413414 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2413508.500000 Penalty: 4884.149414
	Iteration 20F: 3 clusters Score -2413508 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2413574.500000 Penalty: 4884.149414
	Iteration 21Q: 3 clusters Score -2413574 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2413623.500000 Penalty: 4884.149414
	Iteration 22Q: 3 clusters Score -2413624 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2413666.500000 Penalty: 4884.149414
	Iteration 23Q: 3 clusters Score -2413666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2413711.750000 Penalty: 4884.149414
	Iteration 24Q: 3 clusters Score -2413712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2413772.000000 Penalty: 4884.149414
	Iteration 25Q: 3 clusters Score -2413772 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2413815.500000 Penalty: 4884.149414
	Iteration 26Q: 3 clusters Score -2413816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2413854.000000 Penalty: 4884.149414
	Iteration 27Q: 3 clusters Score -2413854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2413896.750000 Penalty: 4884.149414
	Iteration 28Q: 3 clusters Score -2413897 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2413915.000000 Penalty: 4884.149414
	Iteration 29Q: 3 clusters Score -2413915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2413940.000000 Penalty: 4884.149414
	Iteration 30Q: 3 clusters Score -2413940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2413957.750000 Penalty: 4884.149414
	Iteration 31Q: 3 clusters Score -2413958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2413983.500000 Penalty: 4884.149414
	Iteration 32Q: 3 clusters Score -2413984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2414000.250000 Penalty: 4884.149414
	Iteration 33Q: 3 clusters Score -2414000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2414008.000000 Penalty: 4884.149414
	Iteration 34Q: 3 clusters Score -2414008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2414026.750000 Penalty: 4884.149414
	Iteration 35Q: 3 clusters Score -2414027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2414043.500000 Penalty: 4884.149414
	Iteration 36Q: 3 clusters Score -2414044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2414052.750000 Penalty: 4884.149414
	Iteration 37Q: 3 clusters Score -2414053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2414070.000000 Penalty: 4884.149414
	Iteration 38Q: 3 clusters Score -2414070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2414066.750000 Penalty: 4884.149414
	Iteration 39Q: 3 clusters Score -2414067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2414074.000000 Penalty: 4884.149414
	Iteration 40F: 3 clusters Score -2414074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2414077.500000 Penalty: 4884.149414
	Iteration 41Q: 3 clusters Score -2414078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2414076.000000 Penalty: 4884.149414
	Iteration 42Q: 3 clusters Score -2414076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2414075.500000 Penalty: 4884.149414
	Iteration 43Q: 3 clusters Score -2414076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2414076.750000 Penalty: 4884.149414
	Iteration 44Q: 3 clusters Score -2414077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2414079.000000 Penalty: 4884.149414
	Iteration 45Q: 3 clusters Score -2414079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2414075.500000 Penalty: 4884.149414
	Iteration 46Q: 3 clusters Score -2414076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2414082.000000 Penalty: 4884.149414
	Iteration 47Q: 3 clusters Score -2414082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2414082.000000 Penalty: 4884.149414
	Iteration 48Q: 3 clusters Score -2414082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2414081.500000 Penalty: 4884.149414
	Iteration 49Q: 3 clusters Score -2414082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2414085.250000 Penalty: 4884.149414
	Iteration 50Q: 3 clusters Score -2414085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2414089.500000 Penalty: 4884.149414
	Iteration 51Q: 3 clusters Score -2414090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2414090.250000 Penalty: 4884.149414
	Iteration 52Q: 3 clusters Score -2414090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2414091.500000 Penalty: 4884.149414
	Iteration 53Q: 3 clusters Score -2414092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2414092.500000 Penalty: 4884.149414
	Iteration 54Q: 3 clusters Score -2414092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2414094.750000 Penalty: 4884.149414
	Iteration 55Q: 3 clusters Score -2414095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2414095.250000 Penalty: 4884.149414
	Iteration 56Q: 3 clusters Score -2414095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2414100.500000 Penalty: 4884.149414
	Iteration 57Q: 3 clusters Score -2414100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2414098.750000 Penalty: 4884.149414
	Iteration 58Q: 3 clusters Score -2414099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2414105.750000 Penalty: 4884.149414
	Iteration 59Q: 3 clusters Score -2414106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2414103.250000 Penalty: 4884.149414
	Iteration 60F: 3 clusters Score -2414103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2414102.000000 Penalty: 4884.149414
	Iteration 61Q: 3 clusters Score -2414102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2414103.250000 Penalty: 4884.149414
	Iteration 62Q: 3 clusters Score -2414103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2414103.000000 Penalty: 4884.149414
	Iteration 63Q: 3 clusters Score -2414103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2414104.500000 Penalty: 4884.149414
	Iteration 64Q: 3 clusters Score -2414104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2414103.500000 Penalty: 4884.149414
	Iteration 65Q: 3 clusters Score -2414104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2414104.500000 Penalty: 4884.149414
	Iteration 66Q: 3 clusters Score -2414104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2414103.500000 Penalty: 4884.149414
	Iteration 67Q: 3 clusters Score -2414104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2414107.750000 Penalty: 4884.149414
	Iteration 68Q: 3 clusters Score -2414108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2414107.750000 Penalty: 4884.149414
	Iteration 69Q: 3 clusters Score -2414108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2414107.500000 Penalty: 4884.149414
	Iteration 70Q: 3 clusters Score -2414108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2414104.500000 Penalty: 4884.149414
	Iteration 71Q: 3 clusters Score -2414104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2414107.000000 Penalty: 4884.149414
	Iteration 72Q: 3 clusters Score -2414107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2414106.000000 Penalty: 4884.149414
	Iteration 73Q: 3 clusters Score -2414106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2414107.000000 Penalty: 4884.149414
	Iteration 74Q: 3 clusters Score -2414107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2414109.750000 Penalty: 4884.149414
	Iteration 75Q: 3 clusters Score -2414110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2414111.750000 Penalty: 4884.149414
	Iteration 76Q: 3 clusters Score -2414112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2414112.500000 Penalty: 4884.149414
	Iteration 77Q: 3 clusters Score -2414112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2414118.250000 Penalty: 4884.149414
	Iteration 78Q: 3 clusters Score -2414118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2414123.000000 Penalty: 4884.149414
	Iteration 79Q: 3 clusters Score -2414123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2414126.750000 Penalty: 4884.149414
	Iteration 80F: 3 clusters Score -2414127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2414126.000000 Penalty: 4884.149414
	Iteration 81Q: 3 clusters Score -2414126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2414125.500000 Penalty: 4884.149414
	Iteration 82Q: 3 clusters Score -2414126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2414125.750000 Penalty: 4884.149414
	Iteration 83Q: 3 clusters Score -2414126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2414124.500000 Penalty: 4884.149414
	Iteration 84Q: 3 clusters Score -2414124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2414127.500000 Penalty: 4884.149414
	Iteration 85Q: 3 clusters Score -2414128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2414125.500000 Penalty: 4884.149414
	Iteration 86Q: 3 clusters Score -2414126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2414128.500000 Penalty: 4884.149414
	Iteration 87Q: 3 clusters Score -2414128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2414127.750000 Penalty: 4884.149414
	Iteration 88Q: 3 clusters Score -2414128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2414132.000000 Penalty: 4884.149414
	Iteration 89Q: 3 clusters Score -2414132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2414132.500000 Penalty: 4884.149414
	Iteration 90Q: 3 clusters Score -2414132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2414137.000000 Penalty: 4884.149414
	Iteration 91Q: 3 clusters Score -2414137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2414135.250000 Penalty: 4884.149414
	Iteration 92Q: 3 clusters Score -2414135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2414137.750000 Penalty: 4884.149414
	Iteration 93Q: 3 clusters Score -2414138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2414135.750000 Penalty: 4884.149414
	Iteration 94Q: 3 clusters Score -2414136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2414137.000000 Penalty: 4884.149414
	Iteration 95Q: 3 clusters Score -2414137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2414136.500000 Penalty: 4884.149414
	Iteration 96Q: 3 clusters Score -2414136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2414134.250000 Penalty: 4884.149414
	Iteration 97Q: 3 clusters Score -2414134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2414136.500000 Penalty: 4884.149414
	Iteration 98Q: 3 clusters Score -2414136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2414136.750000 Penalty: 4884.149414
	Iteration 99Q: 3 clusters Score -2414137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2414138.000000 Penalty: 4884.149414
	Iteration 100F: 3 clusters Score -2414138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2414137.000000 Penalty: 4884.149414
	Iteration 101Q: 3 clusters Score -2414137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2414137.000000 Penalty: 4884.149414
	Iteration 102Q: 3 clusters Score -2414137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2414140.000000 Penalty: 4884.149414
	Iteration 103Q: 3 clusters Score -2414140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2414141.500000 Penalty: 4884.149414
	Iteration 104Q: 3 clusters Score -2414142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2414141.250000 Penalty: 4884.149414
	Iteration 105Q: 3 clusters Score -2414141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2414142.500000 Penalty: 4884.149414
	Iteration 106Q: 3 clusters Score -2414142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2414143.500000 Penalty: 4884.149414
	Iteration 107Q: 3 clusters Score -2414144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2414144.500000 Penalty: 4884.149414
	Iteration 108Q: 3 clusters Score -2414144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2414144.750000 Penalty: 4884.149414
	Iteration 109Q: 3 clusters Score -2414145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2414144.000000 Penalty: 4884.149414
	Iteration 110Q: 3 clusters Score -2414144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2414146.500000 Penalty: 4884.149414
	Iteration 111Q: 3 clusters Score -2414146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2414143.750000 Penalty: 4884.149414
	Iteration 112Q: 3 clusters Score -2414144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2414143.750000 Penalty: 4884.149414
	Iteration 113F: 3 clusters Score -2414144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -60327.453125 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -60327.45 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 244 members 
Entering Unmasked Estep 
Score: -58820.046875 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -58820.05 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58981.433594 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -58981.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59035.859375 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -59035.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59045.558594 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -59045.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59051.847656 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -59051.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59054.054688 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -59054.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59055.718750 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -59055.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59057.812500 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -59057.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59057.812500 Penalty: 3070.396484
	Iteration 8F: 3 clusters Score -59057.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Entering Unmasked Estep 
Score: -2803279.000000 Penalty: 2474.161865
	Iteration 0F: 2 clusters Score -2803279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2788169.000000 Penalty: 4948.323730
	Iteration 0F: 3 clusters Score -2788169 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2793768.000000 Penalty: 4948.323730
	Iteration 1F: 3 clusters Score -2793768 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2794576.750000 Penalty: 4948.323730
	Iteration 2F: 3 clusters Score -2794577 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2795515.750000 Penalty: 4948.323730
	Iteration 3F: 3 clusters Score -2795516 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2796571.000000 Penalty: 4948.323730
	Iteration 4F: 3 clusters Score -2796571 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2797824.250000 Penalty: 4948.323730
	Iteration 5F: 3 clusters Score -2797824 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2798896.500000 Penalty: 4948.323730
	Iteration 6F: 3 clusters Score -2798896 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2799643.750000 Penalty: 4948.323730
	Iteration 7F: 3 clusters Score -2799644 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2800205.000000 Penalty: 4948.323730
	Iteration 8Q: 3 clusters Score -2800205 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2800651.000000 Penalty: 4948.323730
	Iteration 9Q: 3 clusters Score -2800651 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2800974.250000 Penalty: 4948.323730
	Iteration 10Q: 3 clusters Score -2800974 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2801227.750000 Penalty: 4948.323730
	Iteration 11Q: 3 clusters Score -2801228 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2801395.000000 Penalty: 4948.323730
	Iteration 12Q: 3 clusters Score -2801395 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2801535.500000 Penalty: 4948.323730
	Iteration 13Q: 3 clusters Score -2801536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2801634.750000 Penalty: 4948.323730
	Iteration 14Q: 3 clusters Score -2801635 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2801707.750000 Penalty: 4948.323730
	Iteration 15Q: 3 clusters Score -2801708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2801764.250000 Penalty: 4948.323730
	Iteration 16Q: 3 clusters Score -2801764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2801800.500000 Penalty: 4948.323730
	Iteration 17Q: 3 clusters Score -2801800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2801828.750000 Penalty: 4948.323730
	Iteration 18Q: 3 clusters Score -2801829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2801848.000000 Penalty: 4948.323730
	Iteration 19Q: 3 clusters Score -2801848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2801856.000000 Penalty: 4948.323730
	Iteration 20F: 3 clusters Score -2801856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2801866.000000 Penalty: 4948.323730
	Iteration 21Q: 3 clusters Score -2801866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2801882.500000 Penalty: 4948.323730
	Iteration 22Q: 3 clusters Score -2801882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2801877.750000 Penalty: 4948.323730
	Iteration 23Q: 3 clusters Score -2801878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2801883.750000 Penalty: 4948.323730
	Iteration 24Q: 3 clusters Score -2801884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2801887.000000 Penalty: 4948.323730
	Iteration 25Q: 3 clusters Score -2801887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2801905.250000 Penalty: 4948.323730
	Iteration 26Q: 3 clusters Score -2801905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2801910.250000 Penalty: 4948.323730
	Iteration 27Q: 3 clusters Score -2801910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2801923.250000 Penalty: 4948.323730
	Iteration 28Q: 3 clusters Score -2801923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2801924.000000 Penalty: 4948.323730
	Iteration 29Q: 3 clusters Score -2801924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2801935.250000 Penalty: 4948.323730
	Iteration 30Q: 3 clusters Score -2801935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2801946.500000 Penalty: 4948.323730
	Iteration 31Q: 3 clusters Score -2801946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2801952.750000 Penalty: 4948.323730
	Iteration 32Q: 3 clusters Score -2801953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2801964.250000 Penalty: 4948.323730
	Iteration 33Q: 3 clusters Score -2801964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2801974.000000 Penalty: 4948.323730
	Iteration 34Q: 3 clusters Score -2801974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2801980.750000 Penalty: 4948.323730
	Iteration 35Q: 3 clusters Score -2801981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2801984.500000 Penalty: 4948.323730
	Iteration 36Q: 3 clusters Score -2801984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2801996.500000 Penalty: 4948.323730
	Iteration 37Q: 3 clusters Score -2801996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2802005.500000 Penalty: 4948.323730
	Iteration 38Q: 3 clusters Score -2802006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2802012.250000 Penalty: 4948.323730
	Iteration 39Q: 3 clusters Score -2802012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2802018.500000 Penalty: 4948.323730
	Iteration 40F: 3 clusters Score -2802018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2802025.250000 Penalty: 4948.323730
	Iteration 41Q: 3 clusters Score -2802025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2802026.750000 Penalty: 4948.323730
	Iteration 42Q: 3 clusters Score -2802027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2802033.500000 Penalty: 4948.323730
	Iteration 43Q: 3 clusters Score -2802034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2802038.500000 Penalty: 4948.323730
	Iteration 44Q: 3 clusters Score -2802038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2802043.250000 Penalty: 4948.323730
	Iteration 45Q: 3 clusters Score -2802043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2802051.750000 Penalty: 4948.323730
	Iteration 46Q: 3 clusters Score -2802052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2802048.750000 Penalty: 4948.323730
	Iteration 47Q: 3 clusters Score -2802049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2802062.500000 Penalty: 4948.323730
	Iteration 48Q: 3 clusters Score -2802062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2802058.750000 Penalty: 4948.323730
	Iteration 49Q: 3 clusters Score -2802059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2802064.250000 Penalty: 4948.323730
	Iteration 50Q: 3 clusters Score -2802064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2802066.250000 Penalty: 4948.323730
	Iteration 51Q: 3 clusters Score -2802066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2802068.500000 Penalty: 4948.323730
	Iteration 52Q: 3 clusters Score -2802068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2802068.250000 Penalty: 4948.323730
	Iteration 53Q: 3 clusters Score -2802068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2802068.750000 Penalty: 4948.323730
	Iteration 54Q: 3 clusters Score -2802069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2802070.250000 Penalty: 4948.323730
	Iteration 55Q: 3 clusters Score -2802070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2802074.500000 Penalty: 4948.323730
	Iteration 56Q: 3 clusters Score -2802074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2802073.250000 Penalty: 4948.323730
	Iteration 57Q: 3 clusters Score -2802073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2802069.500000 Penalty: 4948.323730
	Iteration 58Q: 3 clusters Score -2802070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2802070.500000 Penalty: 4948.323730
	Iteration 59Q: 3 clusters Score -2802070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2802073.750000 Penalty: 4948.323730
	Iteration 60F: 3 clusters Score -2802074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2802075.750000 Penalty: 4948.323730
	Iteration 61Q: 3 clusters Score -2802076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2802070.750000 Penalty: 4948.323730
	Iteration 62Q: 3 clusters Score -2802071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2802074.500000 Penalty: 4948.323730
	Iteration 63Q: 3 clusters Score -2802074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2802074.500000 Penalty: 4948.323730
	Iteration 64F: 3 clusters Score -2802074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1343259.375000 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -1343259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1335403.500000 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -1335404 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1338120.750000 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -1338121 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1338928.875000 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -1338929 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1339710.750000 Penalty: 4587.639160
	Iteration 3F: 3 clusters Score -1339711 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1340295.500000 Penalty: 4587.639160
	Iteration 4F: 3 clusters Score -1340296 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1340810.000000 Penalty: 4587.639160
	Iteration 5F: 3 clusters Score -1340810 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1341275.750000 Penalty: 4587.639160
	Iteration 6F: 3 clusters Score -1341276 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1341615.250000 Penalty: 4587.639160
	Iteration 7Q: 3 clusters Score -1341615 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1341835.750000 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -1341836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1341986.750000 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -1341987 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1342100.125000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -1342100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1342181.500000 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -1342182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1342231.500000 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -1342232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1342273.000000 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -1342273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1342306.625000 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -1342307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1342330.125000 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -1342330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1342334.500000 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -1342334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1342341.875000 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -1342342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1342350.000000 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -1342350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1342356.500000 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -1342356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1342357.625000 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -1342358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1342366.125000 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -1342366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1342368.750000 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -1342369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1342370.875000 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -1342371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1342378.375000 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -1342378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1342375.875000 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -1342376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1342380.125000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -1342380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1342379.125000 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -1342379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1342384.125000 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -1342384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1342382.000000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -1342382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1342382.500000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -1342382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1342384.500000 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -1342384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1342384.625000 Penalty: 4587.639160
	Iteration 32Q: 3 clusters Score -1342385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1342386.500000 Penalty: 4587.639160
	Iteration 33Q: 3 clusters Score -1342386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1342392.750000 Penalty: 4587.639160
	Iteration 34Q: 3 clusters Score -1342393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1342392.250000 Penalty: 4587.639160
	Iteration 35Q: 3 clusters Score -1342392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1342393.125000 Penalty: 4587.639160
	Iteration 36Q: 3 clusters Score -1342393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1342393.125000 Penalty: 4587.639160
	Iteration 37F: 3 clusters Score -1342393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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 257 members 
Entering Unmasked Estep 
Score: -49416.738281 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49416.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49804.207031 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49804.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50088.972656 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -50088.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50152.355469 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -50152.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50204.191406 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -50204.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50212.007812 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50212.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50218.812500 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50218.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50227.531250 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50227.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50232.695312 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50232.695312 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -50232.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128777 members 
Entering Unmasked Estep 
Score: -17504686.000000 Penalty: 2917.927734
	Iteration 0F: 2 clusters Score -1.750469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -17419358.000000 Penalty: 5835.855469
	Iteration 0F: 3 clusters Score -1.741936e+07 nChanged 61248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -17454638.000000 Penalty: 5835.855469
	Iteration 1F: 3 clusters Score -1.745464e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -17455242.000000 Penalty: 5835.855469
	Iteration 2Q: 3 clusters Score -1.745524e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -17455798.000000 Penalty: 5835.855469
	Iteration 3Q: 3 clusters Score -1.74558e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -17456348.000000 Penalty: 5835.855469
	Iteration 4Q: 3 clusters Score -1.745635e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -17457154.000000 Penalty: 5835.855469
	Iteration 5Q: 3 clusters Score -1.745715e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -17458322.000000 Penalty: 5835.855469
	Iteration 6Q: 3 clusters Score -1.745832e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -17460214.000000 Penalty: 5835.855469
	Iteration 7Q: 3 clusters Score -1.746021e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -17463698.000000 Penalty: 5835.855469
	Iteration 8Q: 3 clusters Score -1.74637e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -17469388.000000 Penalty: 5835.855469
	Iteration 9F: 3 clusters Score -1.746939e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -17477628.000000 Penalty: 5835.855469
	Iteration 10F: 3 clusters Score -1.747763e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -17486674.000000 Penalty: 5835.855469
	Iteration 11F: 3 clusters Score -1.748667e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -17493998.000000 Penalty: 5835.855469
	Iteration 12F: 3 clusters Score -1.7494e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -17498422.000000 Penalty: 5835.855469
	Iteration 13Q: 3 clusters Score -1.749842e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17500598.000000 Penalty: 5835.855469
	Iteration 14Q: 3 clusters Score -1.75006e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17501410.000000 Penalty: 5835.855469
	Iteration 15Q: 3 clusters Score -1.750141e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -17501746.000000 Penalty: 5835.855469
	Iteration 16Q: 3 clusters Score -1.750175e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -17501936.000000 Penalty: 5835.855469
	Iteration 17Q: 3 clusters Score -1.750194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17501982.000000 Penalty: 5835.855469
	Iteration 18Q: 3 clusters Score -1.750198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -17502036.000000 Penalty: 5835.855469
	Iteration 19Q: 3 clusters Score -1.750204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17502042.000000 Penalty: 5835.855469
	Iteration 20F: 3 clusters Score -1.750204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17502082.000000 Penalty: 5835.855469
	Iteration 21Q: 3 clusters Score -1.750208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17502094.000000 Penalty: 5835.855469
	Iteration 22Q: 3 clusters Score -1.750209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128409 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17502108.000000 Penalty: 5835.855469
	Iteration 23Q: 3 clusters Score -1.750211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128406 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17502108.000000 Penalty: 5835.855469
	Iteration 24Q: 3 clusters Score -1.750211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -17502116.000000 Penalty: 5835.855469
	Iteration 25Q: 3 clusters Score -1.750212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17502124.000000 Penalty: 5835.855469
	Iteration 26Q: 3 clusters Score -1.750212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17502130.000000 Penalty: 5835.855469
	Iteration 27Q: 3 clusters Score -1.750213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17502132.000000 Penalty: 5835.855469
	Iteration 28Q: 3 clusters Score -1.750213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -17502140.000000 Penalty: 5835.855469
	Iteration 29Q: 3 clusters Score -1.750214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17502136.000000 Penalty: 5835.855469
	Iteration 30Q: 3 clusters Score -1.750214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17502136.000000 Penalty: 5835.855469
	Iteration 31F: 3 clusters Score -1.750214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Entering Unmasked Estep 
Score: -1593356.875000 Penalty: 2321.996826
	Iteration 0F: 2 clusters Score -1593357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1584571.500000 Penalty: 4643.993652
	Iteration 0F: 3 clusters Score -1584572 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1587138.875000 Penalty: 4643.993652
	Iteration 1F: 3 clusters Score -1587139 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1587454.000000 Penalty: 4643.993652
	Iteration 2F: 3 clusters Score -1587454 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1587697.000000 Penalty: 4643.993652
	Iteration 3Q: 3 clusters Score -1587697 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1587857.375000 Penalty: 4643.993652
	Iteration 4Q: 3 clusters Score -1587857 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1587969.250000 Penalty: 4643.993652
	Iteration 5Q: 3 clusters Score -1587969 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1588056.000000 Penalty: 4643.993652
	Iteration 6Q: 3 clusters Score -1588056 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1588143.125000 Penalty: 4643.993652
	Iteration 7Q: 3 clusters Score -1588143 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1588220.625000 Penalty: 4643.993652
	Iteration 8Q: 3 clusters Score -1588221 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1588291.250000 Penalty: 4643.993652
	Iteration 9Q: 3 clusters Score -1588291 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1588377.625000 Penalty: 4643.993652
	Iteration 10Q: 3 clusters Score -1588378 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1588461.250000 Penalty: 4643.993652
	Iteration 11Q: 3 clusters Score -1588461 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1588562.625000 Penalty: 4643.993652
	Iteration 12Q: 3 clusters Score -1588563 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1588673.625000 Penalty: 4643.993652
	Iteration 13Q: 3 clusters Score -1588674 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1588827.875000 Penalty: 4643.993652
	Iteration 14Q: 3 clusters Score -1588828 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1589023.250000 Penalty: 4643.993652
	Iteration 15Q: 3 clusters Score -1589023 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1589248.500000 Penalty: 4643.993652
	Iteration 16Q: 3 clusters Score -1589248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1589517.000000 Penalty: 4643.993652
	Iteration 17Q: 3 clusters Score -1589517 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1589821.500000 Penalty: 4643.993652
	Iteration 18Q: 3 clusters Score -1589822 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1590155.250000 Penalty: 4643.993652
	Iteration 19Q: 3 clusters Score -1590155 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1590440.250000 Penalty: 4643.993652
	Iteration 20F: 3 clusters Score -1590440 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1590683.250000 Penalty: 4643.993652
	Iteration 21Q: 3 clusters Score -1590683 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1590881.375000 Penalty: 4643.993652
	Iteration 22Q: 3 clusters Score -1590881 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1591027.250000 Penalty: 4643.993652
	Iteration 23Q: 3 clusters Score -1591027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1591103.875000 Penalty: 4643.993652
	Iteration 24Q: 3 clusters Score -1591104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1591163.000000 Penalty: 4643.993652
	Iteration 25Q: 3 clusters Score -1591163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1591198.875000 Penalty: 4643.993652
	Iteration 26Q: 3 clusters Score -1591199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1591228.625000 Penalty: 4643.993652
	Iteration 27Q: 3 clusters Score -1591229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1591246.625000 Penalty: 4643.993652
	Iteration 28Q: 3 clusters Score -1591247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1591259.625000 Penalty: 4643.993652
	Iteration 29Q: 3 clusters Score -1591260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1591267.750000 Penalty: 4643.993652
	Iteration 30Q: 3 clusters Score -1591268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1591275.250000 Penalty: 4643.993652
	Iteration 31Q: 3 clusters Score -1591275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1591283.875000 Penalty: 4643.993652
	Iteration 32Q: 3 clusters Score -1591284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1591287.125000 Penalty: 4643.993652
	Iteration 33Q: 3 clusters Score -1591287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1591290.625000 Penalty: 4643.993652
	Iteration 34Q: 3 clusters Score -1591291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1591289.125000 Penalty: 4643.993652
	Iteration 35Q: 3 clusters Score -1591289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1591290.250000 Penalty: 4643.993652
	Iteration 36Q: 3 clusters Score -1591290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1591292.375000 Penalty: 4643.993652
	Iteration 37Q: 3 clusters Score -1591292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1591292.375000 Penalty: 4643.993652
	Iteration 38F: 3 clusters Score -1591292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -302962.250000 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -302962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -300158.062500 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -300158.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -300624.968750 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -300625 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -300743.156250 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -300743.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -300812.906250 Penalty: 3833.294434
	Iteration 3Q: 3 clusters Score -300812.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -300851.468750 Penalty: 3833.294434
	Iteration 4Q: 3 clusters Score -300851.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -300879.843750 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -300879.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -300899.343750 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -300899.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -300909.781250 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -300909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -300916.343750 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -300916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -300922.656250 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -300922.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -300931.406250 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -300931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -300940.187500 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -300940.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -300953.093750 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -300953.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -300962.875000 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -300962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -300968.312500 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -300968.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -300974.187500 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -300974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -300977.093750 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -300977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -300979.593750 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -300979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -300980.937500 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -300980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -300983.593750 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -300983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -300983.875000 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -300983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 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 227 members 
Entering Unmasked Estep 
Score: -58675.039062 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58675.04 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58887.792969 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -58887.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59020.062500 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59020.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59156.062500 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -59156.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59315.699219 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59315.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59455.960938 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59455.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59493.242188 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59493.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59526.906250 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59526.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59543.839844 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59543.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59555.613281 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59555.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59568.375000 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59568.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59568.375000 Penalty: 3081.452637
	Iteration 11F: 3 clusters Score -59568.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Entering Unmasked Estep 
Score: -3313776.000000 Penalty: 2502.486816
	Iteration 0F: 2 clusters Score -3313776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3297120.250000 Penalty: 5004.973633
	Iteration 0F: 3 clusters Score -3297120 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3302725.500000 Penalty: 5004.973633
	Iteration 1F: 3 clusters Score -3302726 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3303201.000000 Penalty: 5004.973633
	Iteration 2F: 3 clusters Score -3303201 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3303636.500000 Penalty: 5004.973633
	Iteration 3Q: 3 clusters Score -3303636 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3304122.500000 Penalty: 5004.973633
	Iteration 4Q: 3 clusters Score -3304122 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3304675.750000 Penalty: 5004.973633
	Iteration 5Q: 3 clusters Score -3304676 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3305351.000000 Penalty: 5004.973633
	Iteration 6Q: 3 clusters Score -3305351 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3306207.250000 Penalty: 5004.973633
	Iteration 7F: 3 clusters Score -3306207 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3307203.500000 Penalty: 5004.973633
	Iteration 8F: 3 clusters Score -3307204 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3308105.000000 Penalty: 5004.973633
	Iteration 9F: 3 clusters Score -3308105 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3308810.000000 Penalty: 5004.973633
	Iteration 10Q: 3 clusters Score -3308810 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3309296.500000 Penalty: 5004.973633
	Iteration 11Q: 3 clusters Score -3309296 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3309553.750000 Penalty: 5004.973633
	Iteration 12Q: 3 clusters Score -3309554 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3309671.750000 Penalty: 5004.973633
	Iteration 13Q: 3 clusters Score -3309672 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3309758.000000 Penalty: 5004.973633
	Iteration 14Q: 3 clusters Score -3309758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3309798.000000 Penalty: 5004.973633
	Iteration 15Q: 3 clusters Score -3309798 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3309825.500000 Penalty: 5004.973633
	Iteration 16Q: 3 clusters Score -3309826 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3309844.750000 Penalty: 5004.973633
	Iteration 17Q: 3 clusters Score -3309845 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3309870.500000 Penalty: 5004.973633
	Iteration 18Q: 3 clusters Score -3309870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3309887.250000 Penalty: 5004.973633
	Iteration 19Q: 3 clusters Score -3309887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3309896.000000 Penalty: 5004.973633
	Iteration 20F: 3 clusters Score -3309896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3309925.000000 Penalty: 5004.973633
	Iteration 21Q: 3 clusters Score -3309925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3309951.000000 Penalty: 5004.973633
	Iteration 22Q: 3 clusters Score -3309951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3309957.500000 Penalty: 5004.973633
	Iteration 23Q: 3 clusters Score -3309958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3309985.250000 Penalty: 5004.973633
	Iteration 24Q: 3 clusters Score -3309985 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3310000.250000 Penalty: 5004.973633
	Iteration 25Q: 3 clusters Score -3310000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3310010.750000 Penalty: 5004.973633
	Iteration 26Q: 3 clusters Score -3310011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3310023.500000 Penalty: 5004.973633
	Iteration 27Q: 3 clusters Score -3310024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3310035.500000 Penalty: 5004.973633
	Iteration 28Q: 3 clusters Score -3310036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3310049.500000 Penalty: 5004.973633
	Iteration 29Q: 3 clusters Score -3310050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3310056.000000 Penalty: 5004.973633
	Iteration 30Q: 3 clusters Score -3310056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3310055.500000 Penalty: 5004.973633
	Iteration 31Q: 3 clusters Score -3310056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3310064.750000 Penalty: 5004.973633
	Iteration 32Q: 3 clusters Score -3310065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3310065.250000 Penalty: 5004.973633
	Iteration 33Q: 3 clusters Score -3310065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3310072.750000 Penalty: 5004.973633
	Iteration 34Q: 3 clusters Score -3310073 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3310082.500000 Penalty: 5004.973633
	Iteration 35Q: 3 clusters Score -3310082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3310089.250000 Penalty: 5004.973633
	Iteration 36Q: 3 clusters Score -3310089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3310078.250000 Penalty: 5004.973633
	Iteration 37Q: 3 clusters Score -3310078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3310097.250000 Penalty: 5004.973633
	Iteration 38Q: 3 clusters Score -3310097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3310103.750000 Penalty: 5004.973633
	Iteration 39Q: 3 clusters Score -3310104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3310123.000000 Penalty: 5004.973633
	Iteration 40F: 3 clusters Score -3310123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3310124.500000 Penalty: 5004.973633
	Iteration 41Q: 3 clusters Score -3310124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3310126.750000 Penalty: 5004.973633
	Iteration 42Q: 3 clusters Score -3310127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3310122.250000 Penalty: 5004.973633
	Iteration 43Q: 3 clusters Score -3310122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3310145.500000 Penalty: 5004.973633
	Iteration 44Q: 3 clusters Score -3310146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3310154.250000 Penalty: 5004.973633
	Iteration 45Q: 3 clusters Score -3310154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3310158.250000 Penalty: 5004.973633
	Iteration 46Q: 3 clusters Score -3310158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3310169.250000 Penalty: 5004.973633
	Iteration 47Q: 3 clusters Score -3310169 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3310174.000000 Penalty: 5004.973633
	Iteration 48Q: 3 clusters Score -3310174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3310186.750000 Penalty: 5004.973633
	Iteration 49Q: 3 clusters Score -3310187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3310206.250000 Penalty: 5004.973633
	Iteration 50Q: 3 clusters Score -3310206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3310212.750000 Penalty: 5004.973633
	Iteration 51Q: 3 clusters Score -3310213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3310220.750000 Penalty: 5004.973633
	Iteration 52Q: 3 clusters Score -3310221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3310228.000000 Penalty: 5004.973633
	Iteration 53Q: 3 clusters Score -3310228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3310245.000000 Penalty: 5004.973633
	Iteration 54Q: 3 clusters Score -3310245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3310238.250000 Penalty: 5004.973633
	Iteration 55Q: 3 clusters Score -3310238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3310245.000000 Penalty: 5004.973633
	Iteration 56Q: 3 clusters Score -3310245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3310251.500000 Penalty: 5004.973633
	Iteration 57Q: 3 clusters Score -3310252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3310260.000000 Penalty: 5004.973633
	Iteration 58Q: 3 clusters Score -3310260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3310270.500000 Penalty: 5004.973633
	Iteration 59Q: 3 clusters Score -3310270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3310279.250000 Penalty: 5004.973633
	Iteration 60F: 3 clusters Score -3310279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3310284.500000 Penalty: 5004.973633
	Iteration 61Q: 3 clusters Score -3310284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3310297.250000 Penalty: 5004.973633
	Iteration 62Q: 3 clusters Score -3310297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3310306.750000 Penalty: 5004.973633
	Iteration 63Q: 3 clusters Score -3310307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3310315.250000 Penalty: 5004.973633
	Iteration 64Q: 3 clusters Score -3310315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3310318.000000 Penalty: 5004.973633
	Iteration 65Q: 3 clusters Score -3310318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3310332.750000 Penalty: 5004.973633
	Iteration 66Q: 3 clusters Score -3310333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3310340.000000 Penalty: 5004.973633
	Iteration 67Q: 3 clusters Score -3310340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3310341.500000 Penalty: 5004.973633
	Iteration 68Q: 3 clusters Score -3310342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3310350.500000 Penalty: 5004.973633
	Iteration 69Q: 3 clusters Score -3310350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3310365.500000 Penalty: 5004.973633
	Iteration 70Q: 3 clusters Score -3310366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3310374.000000 Penalty: 5004.973633
	Iteration 71Q: 3 clusters Score -3310374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3310379.750000 Penalty: 5004.973633
	Iteration 72Q: 3 clusters Score -3310380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3310391.250000 Penalty: 5004.973633
	Iteration 73Q: 3 clusters Score -3310391 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3310405.750000 Penalty: 5004.973633
	Iteration 74Q: 3 clusters Score -3310406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3310437.750000 Penalty: 5004.973633
	Iteration 75Q: 3 clusters Score -3310438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3310443.500000 Penalty: 5004.973633
	Iteration 76Q: 3 clusters Score -3310444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3310462.500000 Penalty: 5004.973633
	Iteration 77Q: 3 clusters Score -3310462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3310475.500000 Penalty: 5004.973633
	Iteration 78Q: 3 clusters Score -3310476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3310493.750000 Penalty: 5004.973633
	Iteration 79Q: 3 clusters Score -3310494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3310520.750000 Penalty: 5004.973633
	Iteration 80F: 3 clusters Score -3310521 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3310544.750000 Penalty: 5004.973633
	Iteration 81Q: 3 clusters Score -3310545 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3310570.000000 Penalty: 5004.973633
	Iteration 82Q: 3 clusters Score -3310570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3310592.000000 Penalty: 5004.973633
	Iteration 83Q: 3 clusters Score -3310592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3310617.000000 Penalty: 5004.973633
	Iteration 84Q: 3 clusters Score -3310617 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3310662.750000 Penalty: 5004.973633
	Iteration 85Q: 3 clusters Score -3310663 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3310682.500000 Penalty: 5004.973633
	Iteration 86Q: 3 clusters Score -3310682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3310709.000000 Penalty: 5004.973633
	Iteration 87Q: 3 clusters Score -3310709 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3310730.500000 Penalty: 5004.973633
	Iteration 88Q: 3 clusters Score -3310730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3310754.500000 Penalty: 5004.973633
	Iteration 89Q: 3 clusters Score -3310754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3310778.500000 Penalty: 5004.973633
	Iteration 90Q: 3 clusters Score -3310778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3310803.750000 Penalty: 5004.973633
	Iteration 91Q: 3 clusters Score -3310804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3310833.750000 Penalty: 5004.973633
	Iteration 92Q: 3 clusters Score -3310834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3310858.500000 Penalty: 5004.973633
	Iteration 93Q: 3 clusters Score -3310858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3310869.750000 Penalty: 5004.973633
	Iteration 94Q: 3 clusters Score -3310870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3310896.250000 Penalty: 5004.973633
	Iteration 95Q: 3 clusters Score -3310896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3310912.250000 Penalty: 5004.973633
	Iteration 96Q: 3 clusters Score -3310912 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3310945.750000 Penalty: 5004.973633
	Iteration 97Q: 3 clusters Score -3310946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3310964.500000 Penalty: 5004.973633
	Iteration 98Q: 3 clusters Score -3310964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3310995.500000 Penalty: 5004.973633
	Iteration 99Q: 3 clusters Score -3310996 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3311000.500000 Penalty: 5004.973633
	Iteration 100F: 3 clusters Score -3311000 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3311012.250000 Penalty: 5004.973633
	Iteration 101Q: 3 clusters Score -3311012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3311030.000000 Penalty: 5004.973633
	Iteration 102Q: 3 clusters Score -3311030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3311057.000000 Penalty: 5004.973633
	Iteration 103Q: 3 clusters Score -3311057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3311073.750000 Penalty: 5004.973633
	Iteration 104Q: 3 clusters Score -3311074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3311100.500000 Penalty: 5004.973633
	Iteration 105Q: 3 clusters Score -3311100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3311123.500000 Penalty: 5004.973633
	Iteration 106Q: 3 clusters Score -3311124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3311141.250000 Penalty: 5004.973633
	Iteration 107Q: 3 clusters Score -3311141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3311152.000000 Penalty: 5004.973633
	Iteration 108Q: 3 clusters Score -3311152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3311176.000000 Penalty: 5004.973633
	Iteration 109Q: 3 clusters Score -3311176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3311194.250000 Penalty: 5004.973633
	Iteration 110Q: 3 clusters Score -3311194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3311207.750000 Penalty: 5004.973633
	Iteration 111Q: 3 clusters Score -3311208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3311219.500000 Penalty: 5004.973633
	Iteration 112Q: 3 clusters Score -3311220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3311235.250000 Penalty: 5004.973633
	Iteration 113Q: 3 clusters Score -3311235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3311258.500000 Penalty: 5004.973633
	Iteration 114Q: 3 clusters Score -3311258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3311284.000000 Penalty: 5004.973633
	Iteration 115Q: 3 clusters Score -3311284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3311294.250000 Penalty: 5004.973633
	Iteration 116Q: 3 clusters Score -3311294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3311307.250000 Penalty: 5004.973633
	Iteration 117Q: 3 clusters Score -3311307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3311324.500000 Penalty: 5004.973633
	Iteration 118Q: 3 clusters Score -3311324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3311334.500000 Penalty: 5004.973633
	Iteration 119Q: 3 clusters Score -3311334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3311353.000000 Penalty: 5004.973633
	Iteration 120F: 3 clusters Score -3311353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3311371.500000 Penalty: 5004.973633
	Iteration 121Q: 3 clusters Score -3311372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3311369.500000 Penalty: 5004.973633
	Iteration 122Q: 3 clusters Score -3311370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3311383.250000 Penalty: 5004.973633
	Iteration 123Q: 3 clusters Score -3311383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3311396.250000 Penalty: 5004.973633
	Iteration 124Q: 3 clusters Score -3311396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3311395.000000 Penalty: 5004.973633
	Iteration 125Q: 3 clusters Score -3311395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3311408.750000 Penalty: 5004.973633
	Iteration 126Q: 3 clusters Score -3311409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3311410.250000 Penalty: 5004.973633
	Iteration 127Q: 3 clusters Score -3311410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3311428.000000 Penalty: 5004.973633
	Iteration 128Q: 3 clusters Score -3311428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3311429.750000 Penalty: 5004.973633
	Iteration 129Q: 3 clusters Score -3311430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3311433.000000 Penalty: 5004.973633
	Iteration 130Q: 3 clusters Score -3311433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3311433.750000 Penalty: 5004.973633
	Iteration 131Q: 3 clusters Score -3311434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3311440.500000 Penalty: 5004.973633
	Iteration 132Q: 3 clusters Score -3311440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3311442.000000 Penalty: 5004.973633
	Iteration 133Q: 3 clusters Score -3311442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3311442.500000 Penalty: 5004.973633
	Iteration 134Q: 3 clusters Score -3311442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3311449.000000 Penalty: 5004.973633
	Iteration 135Q: 3 clusters Score -3311449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3311449.000000 Penalty: 5004.973633
	Iteration 136Q: 3 clusters Score -3311449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3311453.750000 Penalty: 5004.973633
	Iteration 137Q: 3 clusters Score -3311454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3311460.500000 Penalty: 5004.973633
	Iteration 138Q: 3 clusters Score -3311460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3311465.000000 Penalty: 5004.973633
	Iteration 139Q: 3 clusters Score -3311465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3311473.250000 Penalty: 5004.973633
	Iteration 140F: 3 clusters Score -3311473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3311473.250000 Penalty: 5004.973633
	Iteration 141Q: 3 clusters Score -3311473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3311478.000000 Penalty: 5004.973633
	Iteration 142Q: 3 clusters Score -3311478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3311477.500000 Penalty: 5004.973633
	Iteration 143Q: 3 clusters Score -3311478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3311483.250000 Penalty: 5004.973633
	Iteration 144Q: 3 clusters Score -3311483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3311492.500000 Penalty: 5004.973633
	Iteration 145Q: 3 clusters Score -3311492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3311496.750000 Penalty: 5004.973633
	Iteration 146Q: 3 clusters Score -3311497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3311489.000000 Penalty: 5004.973633
	Iteration 147Q: 3 clusters Score -3311489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3311491.750000 Penalty: 5004.973633
	Iteration 148Q: 3 clusters Score -3311492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3311496.500000 Penalty: 5004.973633
	Iteration 149Q: 3 clusters Score -3311496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3311495.500000 Penalty: 5004.973633
	Iteration 150Q: 3 clusters Score -3311496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3311495.250000 Penalty: 5004.973633
	Iteration 151Q: 3 clusters Score -3311495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3311499.750000 Penalty: 5004.973633
	Iteration 152Q: 3 clusters Score -3311500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3311501.750000 Penalty: 5004.973633
	Iteration 153Q: 3 clusters Score -3311502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3311500.500000 Penalty: 5004.973633
	Iteration 154Q: 3 clusters Score -3311500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3311507.750000 Penalty: 5004.973633
	Iteration 155Q: 3 clusters Score -3311508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3311517.250000 Penalty: 5004.973633
	Iteration 156Q: 3 clusters Score -3311517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3311514.250000 Penalty: 5004.973633
	Iteration 157Q: 3 clusters Score -3311514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3311521.750000 Penalty: 5004.973633
	Iteration 158Q: 3 clusters Score -3311522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3311523.000000 Penalty: 5004.973633
	Iteration 159Q: 3 clusters Score -3311523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3311519.250000 Penalty: 5004.973633
	Iteration 160F: 3 clusters Score -3311519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3311523.000000 Penalty: 5004.973633
	Iteration 161Q: 3 clusters Score -3311523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3311528.500000 Penalty: 5004.973633
	Iteration 162Q: 3 clusters Score -3311528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3311524.500000 Penalty: 5004.973633
	Iteration 163Q: 3 clusters Score -3311524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3311525.250000 Penalty: 5004.973633
	Iteration 164Q: 3 clusters Score -3311525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3311531.000000 Penalty: 5004.973633
	Iteration 165Q: 3 clusters Score -3311531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3311530.000000 Penalty: 5004.973633
	Iteration 166Q: 3 clusters Score -3311530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3311525.750000 Penalty: 5004.973633
	Iteration 167Q: 3 clusters Score -3311526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3311527.750000 Penalty: 5004.973633
	Iteration 168Q: 3 clusters Score -3311528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3311527.000000 Penalty: 5004.973633
	Iteration 169Q: 3 clusters Score -3311527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3311523.750000 Penalty: 5004.973633
	Iteration 170Q: 3 clusters Score -3311524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3311524.750000 Penalty: 5004.973633
	Iteration 171Q: 3 clusters Score -3311525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3311535.500000 Penalty: 5004.973633
	Iteration 172Q: 3 clusters Score -3311536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3311530.750000 Penalty: 5004.973633
	Iteration 173Q: 3 clusters Score -3311531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3311533.750000 Penalty: 5004.973633
	Iteration 174Q: 3 clusters Score -3311534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3311528.500000 Penalty: 5004.973633
	Iteration 175Q: 3 clusters Score -3311528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3311532.250000 Penalty: 5004.973633
	Iteration 176Q: 3 clusters Score -3311532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3311535.250000 Penalty: 5004.973633
	Iteration 177Q: 3 clusters Score -3311535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3311533.000000 Penalty: 5004.973633
	Iteration 178Q: 3 clusters Score -3311533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3311538.750000 Penalty: 5004.973633
	Iteration 179Q: 3 clusters Score -3311539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3311543.750000 Penalty: 5004.973633
	Iteration 180F: 3 clusters Score -3311544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3311551.000000 Penalty: 5004.973633
	Iteration 181Q: 3 clusters Score -3311551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3311555.000000 Penalty: 5004.973633
	Iteration 182Q: 3 clusters Score -3311555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3311556.500000 Penalty: 5004.973633
	Iteration 183Q: 3 clusters Score -3311556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3311556.250000 Penalty: 5004.973633
	Iteration 184Q: 3 clusters Score -3311556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3311560.750000 Penalty: 5004.973633
	Iteration 185Q: 3 clusters Score -3311561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3311563.000000 Penalty: 5004.973633
	Iteration 186Q: 3 clusters Score -3311563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3311562.250000 Penalty: 5004.973633
	Iteration 187Q: 3 clusters Score -3311562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3311564.000000 Penalty: 5004.973633
	Iteration 188Q: 3 clusters Score -3311564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3311561.000000 Penalty: 5004.973633
	Iteration 189Q: 3 clusters Score -3311561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3311565.000000 Penalty: 5004.973633
	Iteration 190Q: 3 clusters Score -3311565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3311567.750000 Penalty: 5004.973633
	Iteration 191Q: 3 clusters Score -3311568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3311568.500000 Penalty: 5004.973633
	Iteration 192Q: 3 clusters Score -3311568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3311562.750000 Penalty: 5004.973633
	Iteration 193Q: 3 clusters Score -3311563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3311562.500000 Penalty: 5004.973633
	Iteration 194Q: 3 clusters Score -3311562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3311566.500000 Penalty: 5004.973633
	Iteration 195Q: 3 clusters Score -3311566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3311570.750000 Penalty: 5004.973633
	Iteration 196Q: 3 clusters Score -3311571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3311572.250000 Penalty: 5004.973633
	Iteration 197Q: 3 clusters Score -3311572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3311574.500000 Penalty: 5004.973633
	Iteration 198Q: 3 clusters Score -3311574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3311574.250000 Penalty: 5004.973633
	Iteration 199Q: 3 clusters Score -3311574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3311570.750000 Penalty: 5004.973633
	Iteration 200F: 3 clusters Score -3311571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3311572.250000 Penalty: 5004.973633
	Iteration 201Q: 3 clusters Score -3311572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3311573.500000 Penalty: 5004.973633
	Iteration 202Q: 3 clusters Score -3311574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3311577.000000 Penalty: 5004.973633
	Iteration 203Q: 3 clusters Score -3311577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3311578.250000 Penalty: 5004.973633
	Iteration 204Q: 3 clusters Score -3311578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3311585.000000 Penalty: 5004.973633
	Iteration 205Q: 3 clusters Score -3311585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3311590.000000 Penalty: 5004.973633
	Iteration 206Q: 3 clusters Score -3311590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3311595.250000 Penalty: 5004.973633
	Iteration 207Q: 3 clusters Score -3311595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3311596.000000 Penalty: 5004.973633
	Iteration 208Q: 3 clusters Score -3311596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3311596.500000 Penalty: 5004.973633
	Iteration 209Q: 3 clusters Score -3311596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3311599.000000 Penalty: 5004.973633
	Iteration 210Q: 3 clusters Score -3311599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3311599.750000 Penalty: 5004.973633
	Iteration 211Q: 3 clusters Score -3311600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3311596.750000 Penalty: 5004.973633
	Iteration 212Q: 3 clusters Score -3311597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3311609.250000 Penalty: 5004.973633
	Iteration 213Q: 3 clusters Score -3311609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3311614.000000 Penalty: 5004.973633
	Iteration 214Q: 3 clusters Score -3311614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3311609.000000 Penalty: 5004.973633
	Iteration 215Q: 3 clusters Score -3311609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3311614.250000 Penalty: 5004.973633
	Iteration 216Q: 3 clusters Score -3311614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3311616.000000 Penalty: 5004.973633
	Iteration 217Q: 3 clusters Score -3311616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3311621.000000 Penalty: 5004.973633
	Iteration 218Q: 3 clusters Score -3311621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3311627.750000 Penalty: 5004.973633
	Iteration 219Q: 3 clusters Score -3311628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3311633.750000 Penalty: 5004.973633
	Iteration 220F: 3 clusters Score -3311634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3311640.750000 Penalty: 5004.973633
	Iteration 221Q: 3 clusters Score -3311641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3311642.250000 Penalty: 5004.973633
	Iteration 222Q: 3 clusters Score -3311642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3311645.500000 Penalty: 5004.973633
	Iteration 223Q: 3 clusters Score -3311646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3311645.500000 Penalty: 5004.973633
	Iteration 224Q: 3 clusters Score -3311646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3311651.250000 Penalty: 5004.973633
	Iteration 225Q: 3 clusters Score -3311651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3311655.250000 Penalty: 5004.973633
	Iteration 226Q: 3 clusters Score -3311655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3311660.000000 Penalty: 5004.973633
	Iteration 227Q: 3 clusters Score -3311660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3311661.000000 Penalty: 5004.973633
	Iteration 228Q: 3 clusters Score -3311661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3311665.250000 Penalty: 5004.973633
	Iteration 229Q: 3 clusters Score -3311665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3311671.750000 Penalty: 5004.973633
	Iteration 230Q: 3 clusters Score -3311672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3311670.750000 Penalty: 5004.973633
	Iteration 231Q: 3 clusters Score -3311671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3311672.500000 Penalty: 5004.973633
	Iteration 232Q: 3 clusters Score -3311672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3311672.000000 Penalty: 5004.973633
	Iteration 233Q: 3 clusters Score -3311672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3311670.500000 Penalty: 5004.973633
	Iteration 234Q: 3 clusters Score -3311670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3311674.750000 Penalty: 5004.973633
	Iteration 235Q: 3 clusters Score -3311675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3311672.000000 Penalty: 5004.973633
	Iteration 236Q: 3 clusters Score -3311672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3311674.500000 Penalty: 5004.973633
	Iteration 237Q: 3 clusters Score -3311674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3311679.250000 Penalty: 5004.973633
	Iteration 238Q: 3 clusters Score -3311679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3311681.250000 Penalty: 5004.973633
	Iteration 239Q: 3 clusters Score -3311681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3311679.500000 Penalty: 5004.973633
	Iteration 240F: 3 clusters Score -3311680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3311682.250000 Penalty: 5004.973633
	Iteration 241Q: 3 clusters Score -3311682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3311682.250000 Penalty: 5004.973633
	Iteration 242F: 3 clusters Score -3311682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Entering Unmasked Estep 
Score: -9498887.000000 Penalty: 2773.198486
	Iteration 0F: 2 clusters Score -9498887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9451208.000000 Penalty: 5546.396973
	Iteration 0F: 3 clusters Score -9451208 nChanged 33521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -9469608.000000 Penalty: 5546.396973
	Iteration 1F: 3 clusters Score -9469608 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -9470267.000000 Penalty: 5546.396973
	Iteration 2Q: 3 clusters Score -9470267 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -9470871.000000 Penalty: 5546.396973
	Iteration 3Q: 3 clusters Score -9470871 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -9471577.000000 Penalty: 5546.396973
	Iteration 4Q: 3 clusters Score -9471577 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -9472551.000000 Penalty: 5546.396973
	Iteration 5Q: 3 clusters Score -9472551 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -9473733.000000 Penalty: 5546.396973
	Iteration 6Q: 3 clusters Score -9473733 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -9475238.000000 Penalty: 5546.396973
	Iteration 7Q: 3 clusters Score -9475238 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -9477148.000000 Penalty: 5546.396973
	Iteration 8F: 3 clusters Score -9477148 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -9479096.000000 Penalty: 5546.396973
	Iteration 9F: 3 clusters Score -9479096 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -9480709.000000 Penalty: 5546.396973
	Iteration 10F: 3 clusters Score -9480709 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -9482010.000000 Penalty: 5546.396973
	Iteration 11Q: 3 clusters Score -9482010 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -9483078.000000 Penalty: 5546.396973
	Iteration 12Q: 3 clusters Score -9483078 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -9483990.000000 Penalty: 5546.396973
	Iteration 13Q: 3 clusters Score -9483990 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -9484985.000000 Penalty: 5546.396973
	Iteration 14Q: 3 clusters Score -9484985 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -9486214.000000 Penalty: 5546.396973
	Iteration 15Q: 3 clusters Score -9486214 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -9487524.000000 Penalty: 5546.396973
	Iteration 16Q: 3 clusters Score -9487524 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -9488731.000000 Penalty: 5546.396973
	Iteration 17Q: 3 clusters Score -9488731 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -9489430.000000 Penalty: 5546.396973
	Iteration 18Q: 3 clusters Score -9489430 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -9490065.000000 Penalty: 5546.396973
	Iteration 19Q: 3 clusters Score -9490065 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -9490605.000000 Penalty: 5546.396973
	Iteration 20F: 3 clusters Score -9490605 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -9491038.000000 Penalty: 5546.396973
	Iteration 21Q: 3 clusters Score -9491038 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -9491513.000000 Penalty: 5546.396973
	Iteration 22Q: 3 clusters Score -9491513 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -9491974.000000 Penalty: 5546.396973
	Iteration 23Q: 3 clusters Score -9491974 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9492436.000000 Penalty: 5546.396973
	Iteration 24Q: 3 clusters Score -9492436 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -9492927.000000 Penalty: 5546.396973
	Iteration 25Q: 3 clusters Score -9492927 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -9493356.000000 Penalty: 5546.396973
	Iteration 26Q: 3 clusters Score -9493356 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -9493738.000000 Penalty: 5546.396973
	Iteration 27Q: 3 clusters Score -9493738 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -9494043.000000 Penalty: 5546.396973
	Iteration 28Q: 3 clusters Score -9494043 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -9494338.000000 Penalty: 5546.396973
	Iteration 29Q: 3 clusters Score -9494338 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -9494601.000000 Penalty: 5546.396973
	Iteration 30Q: 3 clusters Score -9494601 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -9494789.000000 Penalty: 5546.396973
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64030 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65045 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65246 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66009 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66276 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66671 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67580 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67825 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9496417.000000 Penalty: 5546.396973
	Iteration 124Q: 3 clusters Score -9496417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9496412.000000 Penalty: 5546.396973
	Iteration 125Q: 3 clusters Score -9496412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9496414.000000 Penalty: 5546.396973
	Iteration 126Q: 3 clusters Score -9496414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9496408.000000 Penalty: 5546.396973
	Iteration 127Q: 3 clusters Score -9496408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9496404.000000 Penalty: 5546.396973
	Iteration 128Q: 3 clusters Score -9496404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9496413.000000 Penalty: 5546.396973
	Iteration 129Q: 3 clusters Score -9496413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9496411.000000 Penalty: 5546.396973
	Iteration 130Q: 3 clusters Score -9496411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9496406.000000 Penalty: 5546.396973
	Iteration 131Q: 3 clusters Score -9496406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9496404.000000 Penalty: 5546.396973
	Iteration 132Q: 3 clusters Score -9496404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9496404.000000 Penalty: 5546.396973
	Iteration 133F: 3 clusters Score -9496404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -553793.125000 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -553793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -549910.375000 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -549910.4 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -550773.937500 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -550773.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -550947.062500 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -550947.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -551043.875000 Penalty: 4108.989258
	Iteration 3Q: 3 clusters Score -551043.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -551101.125000 Penalty: 4108.989258
	Iteration 4Q: 3 clusters Score -551101.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -551148.562500 Penalty: 4108.989258
	Iteration 5Q: 3 clusters Score -551148.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -551184.375000 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -551184.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -551204.687500 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -551204.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -551220.625000 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -551220.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -551234.500000 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -551234.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -551248.875000 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -551248.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -551258.500000 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -551258.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -551266.500000 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -551266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -551270.750000 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -551270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -551274.000000 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -551274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -551276.062500 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -551276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -551280.687500 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -551280.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -551284.437500 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -551284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -551286.437500 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -551286.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -551287.937500 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -551287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -551290.312500 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -551290.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -551293.562500 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -551293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -551295.500000 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -551295.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -551299.375000 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -551299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -551302.875000 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -551302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -551305.000000 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -551305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -551307.375000 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -551307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -551307.437500 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -551307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -551307.437500 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -551307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -551307.750000 Penalty: 4108.989258
	Iteration 29Q: 3 clusters Score -551307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -551308.812500 Penalty: 4108.989258
	Iteration 30Q: 3 clusters Score -551308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -551309.062500 Penalty: 4108.989258
	Iteration 31Q: 3 clusters Score -551309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -551308.375000 Penalty: 4108.989258
	Iteration 32Q: 3 clusters Score -551308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -551309.125000 Penalty: 4108.989258
	Iteration 33Q: 3 clusters Score -551309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -551309.125000 Penalty: 4108.989258
	Iteration 34F: 3 clusters Score -551309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Entering Unmasked Estep 
Score: -1329044.000000 Penalty: 2313.947021
	Iteration 0F: 2 clusters Score -1329044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1320620.375000 Penalty: 4627.894043
	Iteration 0F: 3 clusters Score -1320620 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1323534.125000 Penalty: 4627.894043
	Iteration 1F: 3 clusters Score -1323534 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1324275.125000 Penalty: 4627.894043
	Iteration 2F: 3 clusters Score -1324275 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1324901.625000 Penalty: 4627.894043
	Iteration 3F: 3 clusters Score -1324902 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1325431.500000 Penalty: 4627.894043
	Iteration 4F: 3 clusters Score -1325432 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1325885.000000 Penalty: 4627.894043
	Iteration 5F: 3 clusters Score -1325885 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1326262.000000 Penalty: 4627.894043
	Iteration 6F: 3 clusters Score -1326262 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1326600.250000 Penalty: 4627.894043
	Iteration 7Q: 3 clusters Score -1326600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1326909.125000 Penalty: 4627.894043
	Iteration 8Q: 3 clusters Score -1326909 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1327198.750000 Penalty: 4627.894043
	Iteration 9Q: 3 clusters Score -1327199 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1327418.125000 Penalty: 4627.894043
	Iteration 10Q: 3 clusters Score -1327418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1327567.000000 Penalty: 4627.894043
	Iteration 11Q: 3 clusters Score -1327567 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1327656.625000 Penalty: 4627.894043
	Iteration 12Q: 3 clusters Score -1327657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1327716.000000 Penalty: 4627.894043
	Iteration 13Q: 3 clusters Score -1327716 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1327765.000000 Penalty: 4627.894043
	Iteration 14Q: 3 clusters Score -1327765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1327800.750000 Penalty: 4627.894043
	Iteration 15Q: 3 clusters Score -1327801 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1327837.500000 Penalty: 4627.894043
	Iteration 16Q: 3 clusters Score -1327838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1327867.250000 Penalty: 4627.894043
	Iteration 17Q: 3 clusters Score -1327867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1327888.000000 Penalty: 4627.894043
	Iteration 18Q: 3 clusters Score -1327888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1327908.625000 Penalty: 4627.894043
	Iteration 19Q: 3 clusters Score -1327909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1327921.125000 Penalty: 4627.894043
	Iteration 20F: 3 clusters Score -1327921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1327933.375000 Penalty: 4627.894043
	Iteration 21Q: 3 clusters Score -1327933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1327939.750000 Penalty: 4627.894043
	Iteration 22Q: 3 clusters Score -1327940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1327943.750000 Penalty: 4627.894043
	Iteration 23Q: 3 clusters Score -1327944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1327948.375000 Penalty: 4627.894043
	Iteration 24Q: 3 clusters Score -1327948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1327953.750000 Penalty: 4627.894043
	Iteration 25Q: 3 clusters Score -1327954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1327955.625000 Penalty: 4627.894043
	Iteration 26Q: 3 clusters Score -1327956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1327961.625000 Penalty: 4627.894043
	Iteration 27Q: 3 clusters Score -1327962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1327971.250000 Penalty: 4627.894043
	Iteration 28Q: 3 clusters Score -1327971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1327974.375000 Penalty: 4627.894043
	Iteration 29Q: 3 clusters Score -1327974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1327975.000000 Penalty: 4627.894043
	Iteration 30Q: 3 clusters Score -1327975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1327978.125000 Penalty: 4627.894043
	Iteration 31Q: 3 clusters Score -1327978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1327977.250000 Penalty: 4627.894043
	Iteration 32Q: 3 clusters Score -1327977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1327978.125000 Penalty: 4627.894043
	Iteration 33Q: 3 clusters Score -1327978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1327979.875000 Penalty: 4627.894043
	Iteration 34Q: 3 clusters Score -1327980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1327980.500000 Penalty: 4627.894043
	Iteration 35Q: 3 clusters Score -1327980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1327979.500000 Penalty: 4627.894043
	Iteration 36Q: 3 clusters Score -1327980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1327978.625000 Penalty: 4627.894043
	Iteration 37Q: 3 clusters Score -1327979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1327982.750000 Penalty: 4627.894043
	Iteration 38Q: 3 clusters Score -1327983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1327985.750000 Penalty: 4627.894043
	Iteration 39Q: 3 clusters Score -1327986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1327987.875000 Penalty: 4627.894043
	Iteration 40F: 3 clusters Score -1327988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1327988.625000 Penalty: 4627.894043
	Iteration 41Q: 3 clusters Score -1327989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1327989.375000 Penalty: 4627.894043
	Iteration 42Q: 3 clusters Score -1327989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1327991.125000 Penalty: 4627.894043
	Iteration 43Q: 3 clusters Score -1327991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1327989.875000 Penalty: 4627.894043
	Iteration 44Q: 3 clusters Score -1327990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1327989.125000 Penalty: 4627.894043
	Iteration 45Q: 3 clusters Score -1327989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1327989.125000 Penalty: 4627.894043
	Iteration 46Q: 3 clusters Score -1327989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1327988.375000 Penalty: 4627.894043
	Iteration 47Q: 3 clusters Score -1327988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1327989.750000 Penalty: 4627.894043
	Iteration 48Q: 3 clusters Score -1327990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1327989.750000 Penalty: 4627.894043
	Iteration 49F: 3 clusters Score -1327990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Entering Unmasked Estep 
Score: -6332503.500000 Penalty: 2664.730957
	Iteration 0F: 2 clusters Score -6332504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6301261.500000 Penalty: 5329.461914
	Iteration 0F: 3 clusters Score -6301262 nChanged 21315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6312766.000000 Penalty: 5329.461914
	Iteration 1F: 3 clusters Score -6312766 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -6313272.500000 Penalty: 5329.461914
	Iteration 2Q: 3 clusters Score -6313272 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -6313801.500000 Penalty: 5329.461914
	Iteration 3Q: 3 clusters Score -6313802 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6314375.500000 Penalty: 5329.461914
	Iteration 4Q: 3 clusters Score -6314376 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -6315004.000000 Penalty: 5329.461914
	Iteration 5Q: 3 clusters Score -6315004 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -6315668.500000 Penalty: 5329.461914
	Iteration 6Q: 3 clusters Score -6315668 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -6316478.000000 Penalty: 5329.461914
	Iteration 7Q: 3 clusters Score -6316478 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -6317530.000000 Penalty: 5329.461914
	Iteration 8Q: 3 clusters Score -6317530 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -6318937.500000 Penalty: 5329.461914
	Iteration 9F: 3 clusters Score -6318938 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -6320721.500000 Penalty: 5329.461914
	Iteration 10F: 3 clusters Score -6320722 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -6322428.500000 Penalty: 5329.461914
	Iteration 11F: 3 clusters Score -6322428 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6323899.500000 Penalty: 5329.461914
	Iteration 12F: 3 clusters Score -6323900 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -6324721.500000 Penalty: 5329.461914
	Iteration 13Q: 3 clusters Score -6324722 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -6325218.500000 Penalty: 5329.461914
	Iteration 14Q: 3 clusters Score -6325218 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6325580.500000 Penalty: 5329.461914
	Iteration 15Q: 3 clusters Score -6325580 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -6325914.000000 Penalty: 5329.461914
	Iteration 16Q: 3 clusters Score -6325914 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6326184.000000 Penalty: 5329.461914
	Iteration 17Q: 3 clusters Score -6326184 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6326503.500000 Penalty: 5329.461914
	Iteration 18Q: 3 clusters Score -6326504 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -6326778.500000 Penalty: 5329.461914
	Iteration 19Q: 3 clusters Score -6326778 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6327053.500000 Penalty: 5329.461914
	Iteration 20F: 3 clusters Score -6327054 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6327270.500000 Penalty: 5329.461914
	Iteration 21Q: 3 clusters Score -6327270 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -6327478.000000 Penalty: 5329.461914
	Iteration 22Q: 3 clusters Score -6327478 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -6327655.000000 Penalty: 5329.461914
	Iteration 23Q: 3 clusters Score -6327655 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -6327802.000000 Penalty: 5329.461914
	Iteration 24Q: 3 clusters Score -6327802 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -6327957.500000 Penalty: 5329.461914
	Iteration 25Q: 3 clusters Score -6327958 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -6328077.500000 Penalty: 5329.461914
	Iteration 26Q: 3 clusters Score -6328078 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -6328209.000000 Penalty: 5329.461914
	Iteration 27Q: 3 clusters Score -6328209 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -6328317.000000 Penalty: 5329.461914
	Iteration 28Q: 3 clusters Score -6328317 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -6328434.500000 Penalty: 5329.461914
	Iteration 29Q: 3 clusters Score -6328434 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -6328574.500000 Penalty: 5329.461914
	Iteration 30Q: 3 clusters Score -6328574 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -6328695.500000 Penalty: 5329.461914
	Iteration 31Q: 3 clusters Score -6328696 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -6328820.500000 Penalty: 5329.461914
	Iteration 32Q: 3 clusters Score -6328820 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -6328937.000000 Penalty: 5329.461914
	Iteration 33Q: 3 clusters Score -6328937 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6329058.000000 Penalty: 5329.461914
	Iteration 34Q: 3 clusters Score -6329058 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -6329184.000000 Penalty: 5329.461914
	Iteration 35Q: 3 clusters Score -6329184 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -6329283.500000 Penalty: 5329.461914
	Iteration 36Q: 3 clusters Score -6329284 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -6329420.000000 Penalty: 5329.461914
	Iteration 37Q: 3 clusters Score -6329420 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -6329514.500000 Penalty: 5329.461914
	Iteration 38Q: 3 clusters Score -6329514 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -6329569.500000 Penalty: 5329.461914
	Iteration 39Q: 3 clusters Score -6329570 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -6329638.000000 Penalty: 5329.461914
	Iteration 40F: 3 clusters Score -6329638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -6329704.500000 Penalty: 5329.461914
	Iteration 41Q: 3 clusters Score -6329704 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6329778.000000 Penalty: 5329.461914
	Iteration 42Q: 3 clusters Score -6329778 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -6329823.500000 Penalty: 5329.461914
	Iteration 43Q: 3 clusters Score -6329824 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -6329887.500000 Penalty: 5329.461914
	Iteration 44Q: 3 clusters Score -6329888 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6329958.000000 Penalty: 5329.461914
	Iteration 45Q: 3 clusters Score -6329958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -6330015.000000 Penalty: 5329.461914
	Iteration 46Q: 3 clusters Score -6330015 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6330079.500000 Penalty: 5329.461914
	Iteration 47Q: 3 clusters Score -6330080 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -6330106.000000 Penalty: 5329.461914
	Iteration 48Q: 3 clusters Score -6330106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6330133.000000 Penalty: 5329.461914
	Iteration 49Q: 3 clusters Score -6330133 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -6330178.500000 Penalty: 5329.461914
	Iteration 50Q: 3 clusters Score -6330178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -6330199.000000 Penalty: 5329.461914
	Iteration 51Q: 3 clusters Score -6330199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6330208.000000 Penalty: 5329.461914
	Iteration 52Q: 3 clusters Score -6330208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -6330240.500000 Penalty: 5329.461914
	Iteration 53Q: 3 clusters Score -6330240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -6330267.000000 Penalty: 5329.461914
	Iteration 54Q: 3 clusters Score -6330267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -6330272.500000 Penalty: 5329.461914
	Iteration 55Q: 3 clusters Score -6330272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -6330292.500000 Penalty: 5329.461914
	Iteration 56Q: 3 clusters Score -6330292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6330304.500000 Penalty: 5329.461914
	Iteration 57Q: 3 clusters Score -6330304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6330325.500000 Penalty: 5329.461914
	Iteration 58Q: 3 clusters Score -6330326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -6330326.000000 Penalty: 5329.461914
	Iteration 59Q: 3 clusters Score -6330326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6330327.500000 Penalty: 5329.461914
	Iteration 60F: 3 clusters Score -6330328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -6330324.500000 Penalty: 5329.461914
	Iteration 61Q: 3 clusters Score -6330324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6330331.000000 Penalty: 5329.461914
	Iteration 62Q: 3 clusters Score -6330331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6330350.000000 Penalty: 5329.461914
	Iteration 63Q: 3 clusters Score -6330350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6330354.500000 Penalty: 5329.461914
	Iteration 64Q: 3 clusters Score -6330354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -6330349.500000 Penalty: 5329.461914
	Iteration 65Q: 3 clusters Score -6330350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -6330348.500000 Penalty: 5329.461914
	Iteration 66Q: 3 clusters Score -6330348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6330352.000000 Penalty: 5329.461914
	Iteration 67Q: 3 clusters Score -6330352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -6330358.000000 Penalty: 5329.461914
	Iteration 68Q: 3 clusters Score -6330358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6330355.500000 Penalty: 5329.461914
	Iteration 69Q: 3 clusters Score -6330356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -6330369.500000 Penalty: 5329.461914
	Iteration 70Q: 3 clusters Score -6330370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -6330371.000000 Penalty: 5329.461914
	Iteration 71Q: 3 clusters Score -6330371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6330369.500000 Penalty: 5329.461914
	Iteration 72Q: 3 clusters Score -6330370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -6330374.500000 Penalty: 5329.461914
	Iteration 73Q: 3 clusters Score -6330374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6330380.000000 Penalty: 5329.461914
	Iteration 74Q: 3 clusters Score -6330380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -6330380.000000 Penalty: 5329.461914
	Iteration 75Q: 3 clusters Score -6330380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6330382.500000 Penalty: 5329.461914
	Iteration 76Q: 3 clusters Score -6330382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -6330385.500000 Penalty: 5329.461914
	Iteration 77Q: 3 clusters Score -6330386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6330393.500000 Penalty: 5329.461914
	Iteration 78Q: 3 clusters Score -6330394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -6330400.500000 Penalty: 5329.461914
	Iteration 79Q: 3 clusters Score -6330400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6330403.000000 Penalty: 5329.461914
	Iteration 80F: 3 clusters Score -6330403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -6330409.000000 Penalty: 5329.461914
	Iteration 81Q: 3 clusters Score -6330409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -6330414.500000 Penalty: 5329.461914
	Iteration 82Q: 3 clusters Score -6330414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -6330412.000000 Penalty: 5329.461914
	Iteration 83Q: 3 clusters Score -6330412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6330416.000000 Penalty: 5329.461914
	Iteration 84Q: 3 clusters Score -6330416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -6330424.500000 Penalty: 5329.461914
	Iteration 85Q: 3 clusters Score -6330424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -6330416.500000 Penalty: 5329.461914
	Iteration 86Q: 3 clusters Score -6330416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6330419.000000 Penalty: 5329.461914
	Iteration 87Q: 3 clusters Score -6330419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -6330424.500000 Penalty: 5329.461914
	Iteration 88Q: 3 clusters Score -6330424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -6330429.500000 Penalty: 5329.461914
	Iteration 89Q: 3 clusters Score -6330430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6330424.000000 Penalty: 5329.461914
	Iteration 90Q: 3 clusters Score -6330424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -6330429.500000 Penalty: 5329.461914
	Iteration 91Q: 3 clusters Score -6330430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -6330425.000000 Penalty: 5329.461914
	Iteration 92Q: 3 clusters Score -6330425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -6330424.500000 Penalty: 5329.461914
	Iteration 93Q: 3 clusters Score -6330424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -6330433.500000 Penalty: 5329.461914
	Iteration 94Q: 3 clusters Score -6330434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -6330433.500000 Penalty: 5329.461914
	Iteration 95Q: 3 clusters Score -6330434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6330435.000000 Penalty: 5329.461914
	Iteration 96Q: 3 clusters Score -6330435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6330432.500000 Penalty: 5329.461914
	Iteration 97Q: 3 clusters Score -6330432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6330432.500000 Penalty: 5329.461914
	Iteration 98F: 3 clusters Score -6330432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -345925.531250 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -345925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342924.656250 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -342924.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -343471.437500 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -343471.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -343610.156250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -343610.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -343674.593750 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -343674.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -343716.125000 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -343716.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -343742.031250 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -343742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -343755.281250 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -343755.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -343764.968750 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -343765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -343770.406250 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -343770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -343773.375000 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -343773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -343776.250000 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -343776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -343776.750000 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -343776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -343778.281250 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -343778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -343778.437500 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -343778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -343778.437500 Penalty: 3894.616943
	Iteration 14F: 3 clusters Score -343778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Entering Unmasked Estep 
Score: -22712786.000000 Penalty: 2984.043457
	Iteration 0F: 2 clusters Score -2.271279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -22602826.000000 Penalty: 5968.086914
	Iteration 0F: 3 clusters Score -2.260283e+07 nChanged 80559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -22649636.000000 Penalty: 5968.086914
	Iteration 1F: 3 clusters Score -2.264964e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -22650946.000000 Penalty: 5968.086914
	Iteration 2Q: 3 clusters Score -2.265095e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98268 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -22653314.000000 Penalty: 5968.086914
	Iteration 3Q: 3 clusters Score -2.265331e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -22657666.000000 Penalty: 5968.086914
	Iteration 4F: 3 clusters Score -2.265767e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -22665612.000000 Penalty: 5968.086914
	Iteration 5F: 3 clusters Score -2.266561e+07 nChanged 14557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -22678300.000000 Penalty: 5968.086914
	Iteration 6F: 3 clusters Score -2.26783e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145285 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -22692334.000000 Penalty: 5968.086914
	Iteration 7F: 3 clusters Score -2.269233e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -22702706.000000 Penalty: 5968.086914
	Iteration 8F: 3 clusters Score -2.270271e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -22707522.000000 Penalty: 5968.086914
	Iteration 9Q: 3 clusters Score -2.270752e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162517 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -22709268.000000 Penalty: 5968.086914
	Iteration 10Q: 3 clusters Score -2.270927e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -22709984.000000 Penalty: 5968.086914
	Iteration 11Q: 3 clusters Score -2.270998e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164571 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22710258.000000 Penalty: 5968.086914
	Iteration 12Q: 3 clusters Score -2.271026e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22710350.000000 Penalty: 5968.086914
	Iteration 13Q: 3 clusters Score -2.271035e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -22710340.000000 Penalty: 5968.086914
	Iteration 14Q: 3 clusters Score -2.271034e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165939 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22710394.000000 Penalty: 5968.086914
	Iteration 15Q: 3 clusters Score -2.271039e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166228 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22710384.000000 Penalty: 5968.086914
	Iteration 16Q: 3 clusters Score -2.271038e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22710392.000000 Penalty: 5968.086914
	Iteration 17Q: 3 clusters Score -2.271039e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22710410.000000 Penalty: 5968.086914
	Iteration 18Q: 3 clusters Score -2.271041e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22710454.000000 Penalty: 5968.086914
	Iteration 19Q: 3 clusters Score -2.271045e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -22710484.000000 Penalty: 5968.086914
	Iteration 20F: 3 clusters Score -2.271048e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -22710470.000000 Penalty: 5968.086914
	Iteration 21Q: 3 clusters Score -2.271047e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22710440.000000 Penalty: 5968.086914
	Iteration 22Q: 3 clusters Score -2.271044e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22710436.000000 Penalty: 5968.086914
	Iteration 23Q: 3 clusters Score -2.271044e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167134 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22710446.000000 Penalty: 5968.086914
	Iteration 24Q: 3 clusters Score -2.271045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22710478.000000 Penalty: 5968.086914
	Iteration 25Q: 3 clusters Score -2.271048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22710446.000000 Penalty: 5968.086914
	Iteration 26Q: 3 clusters Score -2.271045e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22710456.000000 Penalty: 5968.086914
	Iteration 27Q: 3 clusters Score -2.271046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22710476.000000 Penalty: 5968.086914
	Iteration 28Q: 3 clusters Score -2.271048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22710496.000000 Penalty: 5968.086914
	Iteration 29Q: 3 clusters Score -2.27105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22710496.000000 Penalty: 5968.086914
	Iteration 30Q: 3 clusters Score -2.27105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22710500.000000 Penalty: 5968.086914
	Iteration 31Q: 3 clusters Score -2.27105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22710494.000000 Penalty: 5968.086914
	Iteration 32Q: 3 clusters Score -2.271049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -22710516.000000 Penalty: 5968.086914
	Iteration 33Q: 3 clusters Score -2.271052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167317 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22710528.000000 Penalty: 5968.086914
	Iteration 34Q: 3 clusters Score -2.271053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22710540.000000 Penalty: 5968.086914
	Iteration 35Q: 3 clusters Score -2.271054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22710548.000000 Penalty: 5968.086914
	Iteration 36Q: 3 clusters Score -2.271055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22710534.000000 Penalty: 5968.086914
	Iteration 37Q: 3 clusters Score -2.271053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167333 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22710530.000000 Penalty: 5968.086914
	Iteration 38Q: 3 clusters Score -2.271053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22710538.000000 Penalty: 5968.086914
	Iteration 39Q: 3 clusters Score -2.271054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22710538.000000 Penalty: 5968.086914
	Iteration 40F: 3 clusters Score -2.271054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Entering Unmasked Estep 
Score: -21936386.000000 Penalty: 2974.922119
	Iteration 0F: 2 clusters Score -2.193639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -21829742.000000 Penalty: 5949.844238
	Iteration 0F: 3 clusters Score -2.182974e+07 nChanged 77632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -21875336.000000 Penalty: 5949.844238
	Iteration 1F: 3 clusters Score -2.187534e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -21876832.000000 Penalty: 5949.844238
	Iteration 2Q: 3 clusters Score -2.187683e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -21879746.000000 Penalty: 5949.844238
	Iteration 3Q: 3 clusters Score -2.187975e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -21885054.000000 Penalty: 5949.844238
	Iteration 4F: 3 clusters Score -2.188505e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -21893506.000000 Penalty: 5949.844238
	Iteration 5F: 3 clusters Score -2.189351e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118091 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -21905636.000000 Penalty: 5949.844238
	Iteration 6F: 3 clusters Score -2.190564e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -21918738.000000 Penalty: 5949.844238
	Iteration 7F: 3 clusters Score -2.191874e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131819 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -21926734.000000 Penalty: 5949.844238
	Iteration 8F: 3 clusters Score -2.192673e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133913 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -21929288.000000 Penalty: 5949.844238
	Iteration 9Q: 3 clusters Score -2.192929e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -21930210.000000 Penalty: 5949.844238
	Iteration 10Q: 3 clusters Score -2.193021e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -21930872.000000 Penalty: 5949.844238
	Iteration 11Q: 3 clusters Score -2.193087e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -21931352.000000 Penalty: 5949.844238
	Iteration 12Q: 3 clusters Score -2.193135e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139319 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -21931758.000000 Penalty: 5949.844238
	Iteration 13Q: 3 clusters Score -2.193176e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140495 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -21932048.000000 Penalty: 5949.844238
	Iteration 14Q: 3 clusters Score -2.193205e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141555 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -21932488.000000 Penalty: 5949.844238
	Iteration 15Q: 3 clusters Score -2.193249e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -21932794.000000 Penalty: 5949.844238
	Iteration 16Q: 3 clusters Score -2.193279e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -21933014.000000 Penalty: 5949.844238
	Iteration 17Q: 3 clusters Score -2.193301e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -21933232.000000 Penalty: 5949.844238
	Iteration 18Q: 3 clusters Score -2.193323e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -21933498.000000 Penalty: 5949.844238
	Iteration 19Q: 3 clusters Score -2.19335e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -21933674.000000 Penalty: 5949.844238
	Iteration 20F: 3 clusters Score -2.193367e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146999 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -21933832.000000 Penalty: 5949.844238
	Iteration 21Q: 3 clusters Score -2.193383e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -21934058.000000 Penalty: 5949.844238
	Iteration 22Q: 3 clusters Score -2.193406e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -21934266.000000 Penalty: 5949.844238
	Iteration 23Q: 3 clusters Score -2.193427e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -21934494.000000 Penalty: 5949.844238
	Iteration 24Q: 3 clusters Score -2.193449e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -21934718.000000 Penalty: 5949.844238
	Iteration 25Q: 3 clusters Score -2.193472e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -21934908.000000 Penalty: 5949.844238
	Iteration 26Q: 3 clusters Score -2.193491e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -21935082.000000 Penalty: 5949.844238
	Iteration 27Q: 3 clusters Score -2.193508e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -21935254.000000 Penalty: 5949.844238
	Iteration 28Q: 3 clusters Score -2.193525e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -21935318.000000 Penalty: 5949.844238
	Iteration 29Q: 3 clusters Score -2.193532e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -21935458.000000 Penalty: 5949.844238
	Iteration 30Q: 3 clusters Score -2.193546e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -21935510.000000 Penalty: 5949.844238
	Iteration 31Q: 3 clusters Score -2.193551e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -21935514.000000 Penalty: 5949.844238
	Iteration 32Q: 3 clusters Score -2.193551e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -21935464.000000 Penalty: 5949.844238
	Iteration 33Q: 3 clusters Score -2.193546e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -21935460.000000 Penalty: 5949.844238
	Iteration 34Q: 3 clusters Score -2.193546e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155711 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -21935440.000000 Penalty: 5949.844238
	Iteration 35Q: 3 clusters Score -2.193544e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -21935428.000000 Penalty: 5949.844238
	Iteration 36Q: 3 clusters Score -2.193543e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -21935492.000000 Penalty: 5949.844238
	Iteration 37Q: 3 clusters Score -2.193549e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156712 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -21935520.000000 Penalty: 5949.844238
	Iteration 38Q: 3 clusters Score -2.193552e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21935490.000000 Penalty: 5949.844238
	Iteration 39Q: 3 clusters Score -2.193549e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -21935498.000000 Penalty: 5949.844238
	Iteration 40F: 3 clusters Score -2.19355e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157441 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -21935450.000000 Penalty: 5949.844238
	Iteration 41Q: 3 clusters Score -2.193545e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -21935444.000000 Penalty: 5949.844238
	Iteration 42Q: 3 clusters Score -2.193544e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -21935422.000000 Penalty: 5949.844238
	Iteration 43Q: 3 clusters Score -2.193542e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -21935384.000000 Penalty: 5949.844238
	Iteration 44Q: 3 clusters Score -2.193538e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -21935394.000000 Penalty: 5949.844238
	Iteration 45Q: 3 clusters Score -2.193539e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -21935332.000000 Penalty: 5949.844238
	Iteration 46Q: 3 clusters Score -2.193533e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -21935336.000000 Penalty: 5949.844238
	Iteration 47Q: 3 clusters Score -2.193534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -21935344.000000 Penalty: 5949.844238
	Iteration 48Q: 3 clusters Score -2.193534e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -21935328.000000 Penalty: 5949.844238
	Iteration 49Q: 3 clusters Score -2.193533e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -21935274.000000 Penalty: 5949.844238
	Iteration 50Q: 3 clusters Score -2.193527e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21935254.000000 Penalty: 5949.844238
	Iteration 51Q: 3 clusters Score -2.193525e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158519 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -21935242.000000 Penalty: 5949.844238
	Iteration 52Q: 3 clusters Score -2.193524e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -21935230.000000 Penalty: 5949.844238
	Iteration 53Q: 3 clusters Score -2.193523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -21935220.000000 Penalty: 5949.844238
	Iteration 54Q: 3 clusters Score -2.193522e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158697 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21935234.000000 Penalty: 5949.844238
	Iteration 55Q: 3 clusters Score -2.193523e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -21935230.000000 Penalty: 5949.844238
	Iteration 56Q: 3 clusters Score -2.193523e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21935180.000000 Penalty: 5949.844238
	Iteration 57Q: 3 clusters Score -2.193518e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -21935168.000000 Penalty: 5949.844238
	Iteration 58Q: 3 clusters Score -2.193517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158870 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -21935172.000000 Penalty: 5949.844238
	Iteration 59Q: 3 clusters Score -2.193517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -21935178.000000 Penalty: 5949.844238
	Iteration 60F: 3 clusters Score -2.193518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158924 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -21935174.000000 Penalty: 5949.844238
	Iteration 61Q: 3 clusters Score -2.193517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21935164.000000 Penalty: 5949.844238
	Iteration 62Q: 3 clusters Score -2.193516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158980 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -21935148.000000 Penalty: 5949.844238
	Iteration 63Q: 3 clusters Score -2.193515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159006 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -21935124.000000 Penalty: 5949.844238
	Iteration 64Q: 3 clusters Score -2.193512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -21935092.000000 Penalty: 5949.844238
	Iteration 65Q: 3 clusters Score -2.193509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -21935106.000000 Penalty: 5949.844238
	Iteration 66Q: 3 clusters Score -2.193511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159075 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -21935058.000000 Penalty: 5949.844238
	Iteration 67Q: 3 clusters Score -2.193506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159099 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -21935058.000000 Penalty: 5949.844238
	Iteration 68Q: 3 clusters Score -2.193506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21935062.000000 Penalty: 5949.844238
	Iteration 69Q: 3 clusters Score -2.193506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159148 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21935052.000000 Penalty: 5949.844238
	Iteration 70Q: 3 clusters Score -2.193505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -21935024.000000 Penalty: 5949.844238
	Iteration 71Q: 3 clusters Score -2.193502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -21935008.000000 Penalty: 5949.844238
	Iteration 72Q: 3 clusters Score -2.193501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159227 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -21935018.000000 Penalty: 5949.844238
	Iteration 73Q: 3 clusters Score -2.193502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159255 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21935020.000000 Penalty: 5949.844238
	Iteration 74Q: 3 clusters Score -2.193502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -21934996.000000 Penalty: 5949.844238
	Iteration 75Q: 3 clusters Score -2.1935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21935004.000000 Penalty: 5949.844238
	Iteration 76Q: 3 clusters Score -2.1935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -21934964.000000 Penalty: 5949.844238
	Iteration 77Q: 3 clusters Score -2.193496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159357 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21934984.000000 Penalty: 5949.844238
	Iteration 78Q: 3 clusters Score -2.193498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -21934986.000000 Penalty: 5949.844238
	Iteration 79Q: 3 clusters Score -2.193499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21934990.000000 Penalty: 5949.844238
	Iteration 80F: 3 clusters Score -2.193499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21934972.000000 Penalty: 5949.844238
	Iteration 81Q: 3 clusters Score -2.193497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159460 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -21934976.000000 Penalty: 5949.844238
	Iteration 82Q: 3 clusters Score -2.193498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21934990.000000 Penalty: 5949.844238
	Iteration 83Q: 3 clusters Score -2.193499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21934984.000000 Penalty: 5949.844238
	Iteration 84Q: 3 clusters Score -2.193498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21934984.000000 Penalty: 5949.844238
	Iteration 85Q: 3 clusters Score -2.193498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -21934986.000000 Penalty: 5949.844238
	Iteration 86Q: 3 clusters Score -2.193499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21934988.000000 Penalty: 5949.844238
	Iteration 87Q: 3 clusters Score -2.193499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21934948.000000 Penalty: 5949.844238
	Iteration 88Q: 3 clusters Score -2.193495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159664 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -21934952.000000 Penalty: 5949.844238
	Iteration 89Q: 3 clusters Score -2.193495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -21934940.000000 Penalty: 5949.844238
	Iteration 90Q: 3 clusters Score -2.193494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -21934936.000000 Penalty: 5949.844238
	Iteration 91Q: 3 clusters Score -2.193494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21934930.000000 Penalty: 5949.844238
	Iteration 92Q: 3 clusters Score -2.193493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21934926.000000 Penalty: 5949.844238
	Iteration 93Q: 3 clusters Score -2.193493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21934932.000000 Penalty: 5949.844238
	Iteration 94Q: 3 clusters Score -2.193493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21934916.000000 Penalty: 5949.844238
	Iteration 95Q: 3 clusters Score -2.193492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21934926.000000 Penalty: 5949.844238
	Iteration 96Q: 3 clusters Score -2.193493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159753 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21934916.000000 Penalty: 5949.844238
	Iteration 97Q: 3 clusters Score -2.193492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159764 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21934932.000000 Penalty: 5949.844238
	Iteration 98Q: 3 clusters Score -2.193493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21934926.000000 Penalty: 5949.844238
	Iteration 99Q: 3 clusters Score -2.193493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21934904.000000 Penalty: 5949.844238
	Iteration 100F: 3 clusters Score -2.19349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21934904.000000 Penalty: 5949.844238
	Iteration 101Q: 3 clusters Score -2.19349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21934896.000000 Penalty: 5949.844238
	Iteration 102Q: 3 clusters Score -2.19349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159791 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21934896.000000 Penalty: 5949.844238
	Iteration 103Q: 3 clusters Score -2.19349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21934892.000000 Penalty: 5949.844238
	Iteration 104Q: 3 clusters Score -2.193489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21934896.000000 Penalty: 5949.844238
	Iteration 105Q: 3 clusters Score -2.19349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159801 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21934894.000000 Penalty: 5949.844238
	Iteration 106Q: 3 clusters Score -2.193489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21934884.000000 Penalty: 5949.844238
	Iteration 107Q: 3 clusters Score -2.193488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21934884.000000 Penalty: 5949.844238
	Iteration 108F: 3 clusters Score -2.193488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Entering Unmasked Estep 
Score: -22820966.000000 Penalty: 2984.656250
	Iteration 0F: 2 clusters Score -2.282097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -22712260.000000 Penalty: 5969.312500
	Iteration 0F: 3 clusters Score -2.271226e+07 nChanged 80889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -22758830.000000 Penalty: 5969.312500
	Iteration 1F: 3 clusters Score -2.275883e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -22759616.000000 Penalty: 5969.312500
	Iteration 2Q: 3 clusters Score -2.275962e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -22760440.000000 Penalty: 5969.312500
	Iteration 3Q: 3 clusters Score -2.276044e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -22761978.000000 Penalty: 5969.312500
	Iteration 4Q: 3 clusters Score -2.276198e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -22764354.000000 Penalty: 5969.312500
	Iteration 5Q: 3 clusters Score -2.276435e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -22768164.000000 Penalty: 5969.312500
	Iteration 6Q: 3 clusters Score -2.276816e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -22774756.000000 Penalty: 5969.312500
	Iteration 7F: 3 clusters Score -2.277476e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -22784308.000000 Penalty: 5969.312500
	Iteration 8F: 3 clusters Score -2.278431e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -22795444.000000 Penalty: 5969.312500
	Iteration 9F: 3 clusters Score -2.279544e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -22805082.000000 Penalty: 5969.312500
	Iteration 10F: 3 clusters Score -2.280508e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158615 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -22811190.000000 Penalty: 5969.312500
	Iteration 11Q: 3 clusters Score -2.281119e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162355 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -22814552.000000 Penalty: 5969.312500
	Iteration 12Q: 3 clusters Score -2.281455e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -22815992.000000 Penalty: 5969.312500
	Iteration 13Q: 3 clusters Score -2.281599e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -22816926.000000 Penalty: 5969.312500
	Iteration 14Q: 3 clusters Score -2.281693e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166071 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22817476.000000 Penalty: 5969.312500
	Iteration 15Q: 3 clusters Score -2.281748e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -22817830.000000 Penalty: 5969.312500
	Iteration 16Q: 3 clusters Score -2.281783e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22818046.000000 Penalty: 5969.312500
	Iteration 17Q: 3 clusters Score -2.281805e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166864 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22818198.000000 Penalty: 5969.312500
	Iteration 18Q: 3 clusters Score -2.28182e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -22818348.000000 Penalty: 5969.312500
	Iteration 19Q: 3 clusters Score -2.281835e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22818456.000000 Penalty: 5969.312500
	Iteration 20F: 3 clusters Score -2.281846e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167101 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22818522.000000 Penalty: 5969.312500
	Iteration 21Q: 3 clusters Score -2.281852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22818530.000000 Penalty: 5969.312500
	Iteration 22Q: 3 clusters Score -2.281853e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167170 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22818570.000000 Penalty: 5969.312500
	Iteration 23Q: 3 clusters Score -2.281857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22818582.000000 Penalty: 5969.312500
	Iteration 24Q: 3 clusters Score -2.281858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22818586.000000 Penalty: 5969.312500
	Iteration 25Q: 3 clusters Score -2.281859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22818574.000000 Penalty: 5969.312500
	Iteration 26Q: 3 clusters Score -2.281857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167223 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22818588.000000 Penalty: 5969.312500
	Iteration 27Q: 3 clusters Score -2.281859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167224 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22818586.000000 Penalty: 5969.312500
	Iteration 28Q: 3 clusters Score -2.281859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167231 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22818622.000000 Penalty: 5969.312500
	Iteration 29Q: 3 clusters Score -2.281862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22818630.000000 Penalty: 5969.312500
	Iteration 30Q: 3 clusters Score -2.281863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22818620.000000 Penalty: 5969.312500
	Iteration 31Q: 3 clusters Score -2.281862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -22818630.000000 Penalty: 5969.312500
	Iteration 32Q: 3 clusters Score -2.281863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167245 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22818638.000000 Penalty: 5969.312500
	Iteration 33Q: 3 clusters Score -2.281864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22818644.000000 Penalty: 5969.312500
	Iteration 34Q: 3 clusters Score -2.281864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -22818638.000000 Penalty: 5969.312500
	Iteration 35Q: 3 clusters Score -2.281864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -22818638.000000 Penalty: 5969.312500
	Iteration 36F: 3 clusters Score -2.281864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Entering Unmasked Estep 
Score: -6074271.500000 Penalty: 2654.983643
	Iteration 0F: 2 clusters Score -6074272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -6044221.500000 Penalty: 5309.967285
	Iteration 0F: 3 clusters Score -6044222 nChanged 20386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -6055587.500000 Penalty: 5309.967285
	Iteration 1F: 3 clusters Score -6055588 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -6056521.000000 Penalty: 5309.967285
	Iteration 2Q: 3 clusters Score -6056521 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6057668.000000 Penalty: 5309.967285
	Iteration 3F: 3 clusters Score -6057668 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -6059017.500000 Penalty: 5309.967285
	Iteration 4F: 3 clusters Score -6059018 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -6060830.000000 Penalty: 5309.967285
	Iteration 5F: 3 clusters Score -6060830 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6063320.500000 Penalty: 5309.967285
	Iteration 6F: 3 clusters Score -6063320 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -6066198.000000 Penalty: 5309.967285
	Iteration 7F: 3 clusters Score -6066198 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -6068725.000000 Penalty: 5309.967285
	Iteration 8F: 3 clusters Score -6068725 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6070186.000000 Penalty: 5309.967285
	Iteration 9Q: 3 clusters Score -6070186 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6070794.000000 Penalty: 5309.967285
	Iteration 10Q: 3 clusters Score -6070794 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -6071077.500000 Penalty: 5309.967285
	Iteration 11Q: 3 clusters Score -6071078 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6071283.500000 Penalty: 5309.967285
	Iteration 12Q: 3 clusters Score -6071284 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6071429.000000 Penalty: 5309.967285
	Iteration 13Q: 3 clusters Score -6071429 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -6071560.500000 Penalty: 5309.967285
	Iteration 14Q: 3 clusters Score -6071560 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -6071654.500000 Penalty: 5309.967285
	Iteration 15Q: 3 clusters Score -6071654 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6071724.000000 Penalty: 5309.967285
	Iteration 16Q: 3 clusters Score -6071724 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6071798.500000 Penalty: 5309.967285
	Iteration 17Q: 3 clusters Score -6071798 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6071869.500000 Penalty: 5309.967285
	Iteration 18Q: 3 clusters Score -6071870 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6071919.000000 Penalty: 5309.967285
	Iteration 19Q: 3 clusters Score -6071919 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6071955.000000 Penalty: 5309.967285
	Iteration 20F: 3 clusters Score -6071955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6072017.500000 Penalty: 5309.967285
	Iteration 21Q: 3 clusters Score -6072018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6072063.500000 Penalty: 5309.967285
	Iteration 22Q: 3 clusters Score -6072064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6072104.500000 Penalty: 5309.967285
	Iteration 23Q: 3 clusters Score -6072104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6072130.000000 Penalty: 5309.967285
	Iteration 24Q: 3 clusters Score -6072130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6072158.500000 Penalty: 5309.967285
	Iteration 25Q: 3 clusters Score -6072158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6072189.000000 Penalty: 5309.967285
	Iteration 26Q: 3 clusters Score -6072189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6072210.500000 Penalty: 5309.967285
	Iteration 27Q: 3 clusters Score -6072210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6072235.000000 Penalty: 5309.967285
	Iteration 28Q: 3 clusters Score -6072235 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6072254.500000 Penalty: 5309.967285
	Iteration 29Q: 3 clusters Score -6072254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6072280.500000 Penalty: 5309.967285
	Iteration 30Q: 3 clusters Score -6072280 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6072321.500000 Penalty: 5309.967285
	Iteration 31Q: 3 clusters Score -6072322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6072333.000000 Penalty: 5309.967285
	Iteration 32Q: 3 clusters Score -6072333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6072349.000000 Penalty: 5309.967285
	Iteration 33Q: 3 clusters Score -6072349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6072350.000000 Penalty: 5309.967285
	Iteration 34Q: 3 clusters Score -6072350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6072363.500000 Penalty: 5309.967285
	Iteration 35Q: 3 clusters Score -6072364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6072383.000000 Penalty: 5309.967285
	Iteration 36Q: 3 clusters Score -6072383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6072381.500000 Penalty: 5309.967285
	Iteration 37Q: 3 clusters Score -6072382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6072388.500000 Penalty: 5309.967285
	Iteration 38Q: 3 clusters Score -6072388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6072390.500000 Penalty: 5309.967285
	Iteration 39Q: 3 clusters Score -6072390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6072396.500000 Penalty: 5309.967285
	Iteration 40F: 3 clusters Score -6072396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6072403.000000 Penalty: 5309.967285
	Iteration 41Q: 3 clusters Score -6072403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6072403.500000 Penalty: 5309.967285
	Iteration 42Q: 3 clusters Score -6072404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6072405.500000 Penalty: 5309.967285
	Iteration 43Q: 3 clusters Score -6072406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6072417.000000 Penalty: 5309.967285
	Iteration 44Q: 3 clusters Score -6072417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6072415.500000 Penalty: 5309.967285
	Iteration 45Q: 3 clusters Score -6072416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6072411.500000 Penalty: 5309.967285
	Iteration 46Q: 3 clusters Score -6072412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6072416.000000 Penalty: 5309.967285
	Iteration 47Q: 3 clusters Score -6072416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6072405.500000 Penalty: 5309.967285
	Iteration 48Q: 3 clusters Score -6072406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6072417.000000 Penalty: 5309.967285
	Iteration 49Q: 3 clusters Score -6072417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6072420.000000 Penalty: 5309.967285
	Iteration 50Q: 3 clusters Score -6072420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6072409.000000 Penalty: 5309.967285
	Iteration 51Q: 3 clusters Score -6072409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6072413.500000 Penalty: 5309.967285
	Iteration 52Q: 3 clusters Score -6072414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6072421.000000 Penalty: 5309.967285
	Iteration 53Q: 3 clusters Score -6072421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6072420.000000 Penalty: 5309.967285
	Iteration 54Q: 3 clusters Score -6072420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6072420.000000 Penalty: 5309.967285
	Iteration 55Q: 3 clusters Score -6072420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6072425.500000 Penalty: 5309.967285
	Iteration 56Q: 3 clusters Score -6072426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6072422.500000 Penalty: 5309.967285
	Iteration 57Q: 3 clusters Score -6072422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6072423.500000 Penalty: 5309.967285
	Iteration 58Q: 3 clusters Score -6072424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6072419.000000 Penalty: 5309.967285
	Iteration 59Q: 3 clusters Score -6072419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6072419.000000 Penalty: 5309.967285
	Iteration 60F: 3 clusters Score -6072419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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 112 members 
Entering Unmasked Estep 
Score: -21722.453125 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21722.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21911.257812 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21911.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22019.656250 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -22019.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22042.695312 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -22042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22042.695312 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -22042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80204.968750 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80204.97 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80546.703125 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80546.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80711.703125 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80711.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80846.617188 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80846.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80962.328125 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80962.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81074.179688 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -81074.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81146.765625 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -81146.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81201.148438 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -81201.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81236.445312 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -81236.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81288.078125 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -81288.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81342.304688 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -81342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81372.953125 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -81372.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81395.453125 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -81395.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81406.953125 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -81406.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81411.421875 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -81411.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81417.578125 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -81417.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81417.578125 Penalty: 3249.335693
	Iteration 16F: 3 clusters Score -81417.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42271.335938 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -42271.34 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 229 members 
Entering Unmasked Estep 
Score: -40952.332031 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -40952.33 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41152.429688 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -41152.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41237.320312 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -41237.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41280.156250 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -41280.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41318.117188 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -41318.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41326.972656 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -41326.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41330.769531 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -41330.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41332.941406 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -41332.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41335.765625 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -41335.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41343.734375 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -41343.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41347.136719 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -41347.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41348.164062 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -41348.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41348.164062 Penalty: 3032.386475
	Iteration 12F: 3 clusters Score -41348.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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: -9336.748047 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9336.748 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: -9356.510742 Penalty: 2279.179443
	Iteration 1Q: 3 clusters Score -9356.511 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: -9356.510742 Penalty: 2279.179443
	Iteration 2F: 3 clusters Score -9356.511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10397 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128777 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168120 members 
Mstep: Class 22 contains 162049 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431696.000000 Penalty: 95627.414062
Iteration 359Q: 29 clusters Score -1.264317e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128777 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71844 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162050 members 
Mstep: Class 23 contains 168538 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 360F: 29 clusters Score -1.264317e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128777 members 
Mstep: Class 12 contains 11649 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168118 members 
Mstep: Class 22 contains 162050 members 
Mstep: Class 23 contains 168538 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 361Q: 29 clusters Score -1.264317e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128778 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168116 members 
Mstep: Class 22 contains 162052 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431680.000000 Penalty: 95627.414062
Iteration 362Q: 29 clusters Score -1.264317e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128779 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168113 members 
Mstep: Class 22 contains 162052 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431672.000000 Penalty: 95627.414062
Iteration 363Q: 29 clusters Score -1.264317e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11653 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168109 members 
Mstep: Class 22 contains 162053 members 
Mstep: Class 23 contains 168536 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 364Q: 29 clusters Score -1.264317e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168108 members 
Mstep: Class 22 contains 162054 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 95627.414062
Iteration 365Q: 29 clusters Score -1.264316e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128782 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168107 members 
Mstep: Class 22 contains 162053 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 366Q: 29 clusters Score -1.264317e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168107 members 
Mstep: Class 22 contains 162054 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 367Q: 29 clusters Score -1.264317e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168107 members 
Mstep: Class 22 contains 162054 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431656.000000 Penalty: 95627.414062
Iteration 368F: 29 clusters Score -1.264317e+08 nChanged 0
Entering ConstructFrom: 
Score: -126431656.000000 Penalty: 95627.414062
Entering ConstructFrom: 
Trying to split cluster 1 (32481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Entering Unmasked Estep 
Score: -4423387.000000 Penalty: 2576.325928
	Iteration 0F: 2 clusters Score -4423387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4401319.000000 Penalty: 5152.651855
	Iteration 0F: 3 clusters Score -4401319 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4409370.500000 Penalty: 5152.651855
	Iteration 1F: 3 clusters Score -4409370 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4409859.000000 Penalty: 5152.651855
	Iteration 2Q: 3 clusters Score -4409859 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4410246.500000 Penalty: 5152.651855
	Iteration 3Q: 3 clusters Score -4410246 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4410636.000000 Penalty: 5152.651855
	Iteration 4Q: 3 clusters Score -4410636 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4411110.500000 Penalty: 5152.651855
	Iteration 5Q: 3 clusters Score -4411110 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4411665.500000 Penalty: 5152.651855
	Iteration 6Q: 3 clusters Score -4411666 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4412423.000000 Penalty: 5152.651855
	Iteration 7Q: 3 clusters Score -4412423 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4413429.500000 Penalty: 5152.651855
	Iteration 8F: 3 clusters Score -4413430 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4414854.500000 Penalty: 5152.651855
	Iteration 9F: 3 clusters Score -4414854 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4416541.500000 Penalty: 5152.651855
	Iteration 10F: 3 clusters Score -4416542 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4417829.000000 Penalty: 5152.651855
	Iteration 11F: 3 clusters Score -4417829 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4418528.500000 Penalty: 5152.651855
	Iteration 12Q: 3 clusters Score -4418528 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4418921.000000 Penalty: 5152.651855
	Iteration 13Q: 3 clusters Score -4418921 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4419185.000000 Penalty: 5152.651855
	Iteration 14Q: 3 clusters Score -4419185 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4419361.000000 Penalty: 5152.651855
	Iteration 15Q: 3 clusters Score -4419361 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4419534.500000 Penalty: 5152.651855
	Iteration 16Q: 3 clusters Score -4419534 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4419669.000000 Penalty: 5152.651855
	Iteration 17Q: 3 clusters Score -4419669 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4419784.000000 Penalty: 5152.651855
	Iteration 18Q: 3 clusters Score -4419784 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -4419855.500000 Penalty: 5152.651855
	Iteration 19Q: 3 clusters Score -4419856 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4419949.500000 Penalty: 5152.651855
	Iteration 20F: 3 clusters Score -4419950 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4420019.500000 Penalty: 5152.651855
	Iteration 21Q: 3 clusters Score -4420020 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4420066.500000 Penalty: 5152.651855
	Iteration 22Q: 3 clusters Score -4420066 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4420136.500000 Penalty: 5152.651855
	Iteration 23Q: 3 clusters Score -4420136 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4420194.000000 Penalty: 5152.651855
	Iteration 24Q: 3 clusters Score -4420194 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4420255.000000 Penalty: 5152.651855
	Iteration 25Q: 3 clusters Score -4420255 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4420301.000000 Penalty: 5152.651855
	Iteration 26Q: 3 clusters Score -4420301 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4420342.000000 Penalty: 5152.651855
	Iteration 27Q: 3 clusters Score -4420342 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4420395.500000 Penalty: 5152.651855
	Iteration 28Q: 3 clusters Score -4420396 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4420429.000000 Penalty: 5152.651855
	Iteration 29Q: 3 clusters Score -4420429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4420475.000000 Penalty: 5152.651855
	Iteration 30Q: 3 clusters Score -4420475 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4420491.500000 Penalty: 5152.651855
	Iteration 31Q: 3 clusters Score -4420492 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4420522.000000 Penalty: 5152.651855
	Iteration 32Q: 3 clusters Score -4420522 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4420542.500000 Penalty: 5152.651855
	Iteration 33Q: 3 clusters Score -4420542 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4420581.500000 Penalty: 5152.651855
	Iteration 34Q: 3 clusters Score -4420582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4420601.500000 Penalty: 5152.651855
	Iteration 35Q: 3 clusters Score -4420602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4420625.000000 Penalty: 5152.651855
	Iteration 36Q: 3 clusters Score -4420625 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -4420676.500000 Penalty: 5152.651855
	Iteration 37Q: 3 clusters Score -4420676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4420704.000000 Penalty: 5152.651855
	Iteration 38Q: 3 clusters Score -4420704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -4420721.500000 Penalty: 5152.651855
	Iteration 39Q: 3 clusters Score -4420722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4420732.000000 Penalty: 5152.651855
	Iteration 40F: 3 clusters Score -4420732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4420765.000000 Penalty: 5152.651855
	Iteration 41Q: 3 clusters Score -4420765 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4420770.500000 Penalty: 5152.651855
	Iteration 42Q: 3 clusters Score -4420770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4420788.500000 Penalty: 5152.651855
	Iteration 43Q: 3 clusters Score -4420788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -4420798.500000 Penalty: 5152.651855
	Iteration 44Q: 3 clusters Score -4420798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4420807.000000 Penalty: 5152.651855
	Iteration 45Q: 3 clusters Score -4420807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4420819.500000 Penalty: 5152.651855
	Iteration 46Q: 3 clusters Score -4420820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4420821.000000 Penalty: 5152.651855
	Iteration 47Q: 3 clusters Score -4420821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4420832.000000 Penalty: 5152.651855
	Iteration 48Q: 3 clusters Score -4420832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4420848.500000 Penalty: 5152.651855
	Iteration 49Q: 3 clusters Score -4420848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4420865.000000 Penalty: 5152.651855
	Iteration 50Q: 3 clusters Score -4420865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4420877.000000 Penalty: 5152.651855
	Iteration 51Q: 3 clusters Score -4420877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4420867.500000 Penalty: 5152.651855
	Iteration 52Q: 3 clusters Score -4420868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -4420861.500000 Penalty: 5152.651855
	Iteration 53Q: 3 clusters Score -4420862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4420859.500000 Penalty: 5152.651855
	Iteration 54Q: 3 clusters Score -4420860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4420877.000000 Penalty: 5152.651855
	Iteration 55Q: 3 clusters Score -4420877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4420872.500000 Penalty: 5152.651855
	Iteration 56Q: 3 clusters Score -4420872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4420870.500000 Penalty: 5152.651855
	Iteration 57Q: 3 clusters Score -4420870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4420884.000000 Penalty: 5152.651855
	Iteration 58Q: 3 clusters Score -4420884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4420879.500000 Penalty: 5152.651855
	Iteration 59Q: 3 clusters Score -4420880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4420883.000000 Penalty: 5152.651855
	Iteration 60F: 3 clusters Score -4420883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4420888.000000 Penalty: 5152.651855
	Iteration 61Q: 3 clusters Score -4420888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4420883.000000 Penalty: 5152.651855
	Iteration 62Q: 3 clusters Score -4420883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4420876.500000 Penalty: 5152.651855
	Iteration 63Q: 3 clusters Score -4420876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4420882.500000 Penalty: 5152.651855
	Iteration 64Q: 3 clusters Score -4420882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4420896.000000 Penalty: 5152.651855
	Iteration 65Q: 3 clusters Score -4420896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4420909.000000 Penalty: 5152.651855
	Iteration 66Q: 3 clusters Score -4420909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4420911.000000 Penalty: 5152.651855
	Iteration 67Q: 3 clusters Score -4420911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4420906.500000 Penalty: 5152.651855
	Iteration 68Q: 3 clusters Score -4420906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4420918.000000 Penalty: 5152.651855
	Iteration 69Q: 3 clusters Score -4420918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4420920.500000 Penalty: 5152.651855
	Iteration 70Q: 3 clusters Score -4420920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -4420934.000000 Penalty: 5152.651855
	Iteration 71Q: 3 clusters Score -4420934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4420939.500000 Penalty: 5152.651855
	Iteration 72Q: 3 clusters Score -4420940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4420929.500000 Penalty: 5152.651855
	Iteration 73Q: 3 clusters Score -4420930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -4420937.500000 Penalty: 5152.651855
	Iteration 74Q: 3 clusters Score -4420938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -4420945.000000 Penalty: 5152.651855
	Iteration 75Q: 3 clusters Score -4420945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4420963.000000 Penalty: 5152.651855
	Iteration 76Q: 3 clusters Score -4420963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4420964.000000 Penalty: 5152.651855
	Iteration 77Q: 3 clusters Score -4420964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4420967.000000 Penalty: 5152.651855
	Iteration 78Q: 3 clusters Score -4420967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4420970.000000 Penalty: 5152.651855
	Iteration 79Q: 3 clusters Score -4420970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4420969.000000 Penalty: 5152.651855
	Iteration 80F: 3 clusters Score -4420969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4420971.500000 Penalty: 5152.651855
	Iteration 81Q: 3 clusters Score -4420972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -4420969.500000 Penalty: 5152.651855
	Iteration 82Q: 3 clusters Score -4420970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4420971.500000 Penalty: 5152.651855
	Iteration 83Q: 3 clusters Score -4420972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4420970.000000 Penalty: 5152.651855
	Iteration 84Q: 3 clusters Score -4420970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4420972.000000 Penalty: 5152.651855
	Iteration 85Q: 3 clusters Score -4420972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4420983.000000 Penalty: 5152.651855
	Iteration 86Q: 3 clusters Score -4420983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4420978.500000 Penalty: 5152.651855
	Iteration 87Q: 3 clusters Score -4420978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4420981.500000 Penalty: 5152.651855
	Iteration 88Q: 3 clusters Score -4420982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4420985.000000 Penalty: 5152.651855
	Iteration 89Q: 3 clusters Score -4420985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -4420990.500000 Penalty: 5152.651855
	Iteration 90Q: 3 clusters Score -4420990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4420990.500000 Penalty: 5152.651855
	Iteration 91Q: 3 clusters Score -4420990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4420992.500000 Penalty: 5152.651855
	Iteration 92Q: 3 clusters Score -4420992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -4420993.000000 Penalty: 5152.651855
	Iteration 93Q: 3 clusters Score -4420993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -4420994.000000 Penalty: 5152.651855
	Iteration 94Q: 3 clusters Score -4420994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -4420998.000000 Penalty: 5152.651855
	Iteration 95Q: 3 clusters Score -4420998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4421005.000000 Penalty: 5152.651855
	Iteration 96Q: 3 clusters Score -4421005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4420998.500000 Penalty: 5152.651855
	Iteration 97Q: 3 clusters Score -4420998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4421001.500000 Penalty: 5152.651855
	Iteration 98Q: 3 clusters Score -4421002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4421003.500000 Penalty: 5152.651855
	Iteration 99Q: 3 clusters Score -4421004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4421000.000000 Penalty: 5152.651855
	Iteration 100F: 3 clusters Score -4421000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4421004.500000 Penalty: 5152.651855
	Iteration 101Q: 3 clusters Score -4421004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4421000.000000 Penalty: 5152.651855
	Iteration 102Q: 3 clusters Score -4421000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4421003.500000 Penalty: 5152.651855
	Iteration 103Q: 3 clusters Score -4421004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4420999.500000 Penalty: 5152.651855
	Iteration 104Q: 3 clusters Score -4421000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4421010.500000 Penalty: 5152.651855
	Iteration 105Q: 3 clusters Score -4421010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4421017.000000 Penalty: 5152.651855
	Iteration 106Q: 3 clusters Score -4421017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4421020.500000 Penalty: 5152.651855
	Iteration 107Q: 3 clusters Score -4421020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -4421019.500000 Penalty: 5152.651855
	Iteration 108Q: 3 clusters Score -4421020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4421023.500000 Penalty: 5152.651855
	Iteration 109Q: 3 clusters Score -4421024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4421024.000000 Penalty: 5152.651855
	Iteration 110Q: 3 clusters Score -4421024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4421019.000000 Penalty: 5152.651855
	Iteration 111Q: 3 clusters Score -4421019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4421021.000000 Penalty: 5152.651855
	Iteration 112Q: 3 clusters Score -4421021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4421027.500000 Penalty: 5152.651855
	Iteration 113Q: 3 clusters Score -4421028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4421028.500000 Penalty: 5152.651855
	Iteration 114Q: 3 clusters Score -4421028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4421025.000000 Penalty: 5152.651855
	Iteration 115Q: 3 clusters Score -4421025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -4421025.500000 Penalty: 5152.651855
	Iteration 116Q: 3 clusters Score -4421026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4421034.500000 Penalty: 5152.651855
	Iteration 117Q: 3 clusters Score -4421034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4421037.000000 Penalty: 5152.651855
	Iteration 118Q: 3 clusters Score -4421037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4421042.000000 Penalty: 5152.651855
	Iteration 119Q: 3 clusters Score -4421042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4421045.500000 Penalty: 5152.651855
	Iteration 120F: 3 clusters Score -4421046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4421041.500000 Penalty: 5152.651855
	Iteration 121Q: 3 clusters Score -4421042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4421040.000000 Penalty: 5152.651855
	Iteration 122Q: 3 clusters Score -4421040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4421040.000000 Penalty: 5152.651855
	Iteration 123Q: 3 clusters Score -4421040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -4421042.000000 Penalty: 5152.651855
	Iteration 124Q: 3 clusters Score -4421042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4421047.500000 Penalty: 5152.651855
	Iteration 125Q: 3 clusters Score -4421048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4421045.500000 Penalty: 5152.651855
	Iteration 126Q: 3 clusters Score -4421046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4421051.000000 Penalty: 5152.651855
	Iteration 127Q: 3 clusters Score -4421051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4421051.000000 Penalty: 5152.651855
	Iteration 128Q: 3 clusters Score -4421051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4421050.500000 Penalty: 5152.651855
	Iteration 129Q: 3 clusters Score -4421050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4421050.500000 Penalty: 5152.651855
	Iteration 130F: 3 clusters Score -4421050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -84993.406250 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -84993.41 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 367 members 
Entering Unmasked Estep 
Score: -83405.796875 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -83405.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84042.234375 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -84042.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84289.187500 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -84289.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84464.164062 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -84464.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84566.695312 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -84566.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84631.773438 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -84631.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84675.476562 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -84675.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -84747.164062 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -84747.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -84790.078125 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -84790.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84808.250000 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -84808.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -84829.500000 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -84829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84845.179688 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -84845.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84852.054688 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -84852.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84852.054688 Penalty: 3275.556152
	Iteration 13F: 3 clusters Score -84852.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -226404.218750 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -226404.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223925.359375 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -223925.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -224422.500000 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -224422.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224575.750000 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -224575.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -224658.328125 Penalty: 3718.614746
	Iteration 3Q: 3 clusters Score -224658.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224710.078125 Penalty: 3718.614746
	Iteration 4Q: 3 clusters Score -224710.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -224747.875000 Penalty: 3718.614746
	Iteration 5Q: 3 clusters Score -224747.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -224774.671875 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -224774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -224798.671875 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -224798.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -224814.078125 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -224814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224827.984375 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -224828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224838.468750 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -224838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224844.578125 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -224844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224849.671875 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -224849.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -224856.593750 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -224856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224857.015625 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -224857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224857.015625 Penalty: 3718.614746
	Iteration 15F: 3 clusters Score -224857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -2651571.000000 Penalty: 2462.841064
	Iteration 0F: 2 clusters Score -2651571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2637152.000000 Penalty: 4925.682129
	Iteration 0F: 3 clusters Score -2637152 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2642228.250000 Penalty: 4925.682129
	Iteration 1F: 3 clusters Score -2642228 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2643008.000000 Penalty: 4925.682129
	Iteration 2F: 3 clusters Score -2643008 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2643763.500000 Penalty: 4925.682129
	Iteration 3F: 3 clusters Score -2643764 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2644342.750000 Penalty: 4925.682129
	Iteration 4F: 3 clusters Score -2644343 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2644806.250000 Penalty: 4925.682129
	Iteration 5Q: 3 clusters Score -2644806 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2645228.500000 Penalty: 4925.682129
	Iteration 6Q: 3 clusters Score -2645228 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2645587.500000 Penalty: 4925.682129
	Iteration 7Q: 3 clusters Score -2645588 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2645951.000000 Penalty: 4925.682129
	Iteration 8Q: 3 clusters Score -2645951 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2646302.000000 Penalty: 4925.682129
	Iteration 9Q: 3 clusters Score -2646302 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2646607.750000 Penalty: 4925.682129
	Iteration 10Q: 3 clusters Score -2646608 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2646894.750000 Penalty: 4925.682129
	Iteration 11Q: 3 clusters Score -2646895 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2647233.000000 Penalty: 4925.682129
	Iteration 12Q: 3 clusters Score -2647233 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2647547.250000 Penalty: 4925.682129
	Iteration 13Q: 3 clusters Score -2647547 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2647881.500000 Penalty: 4925.682129
	Iteration 14Q: 3 clusters Score -2647882 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2648308.750000 Penalty: 4925.682129
	Iteration 15Q: 3 clusters Score -2648309 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2648699.250000 Penalty: 4925.682129
	Iteration 16Q: 3 clusters Score -2648699 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2649016.500000 Penalty: 4925.682129
	Iteration 17Q: 3 clusters Score -2649016 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2649290.250000 Penalty: 4925.682129
	Iteration 18Q: 3 clusters Score -2649290 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2649548.750000 Penalty: 4925.682129
	Iteration 19Q: 3 clusters Score -2649549 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2649755.250000 Penalty: 4925.682129
	Iteration 20F: 3 clusters Score -2649755 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2649960.750000 Penalty: 4925.682129
	Iteration 21Q: 3 clusters Score -2649961 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2650134.250000 Penalty: 4925.682129
	Iteration 22Q: 3 clusters Score -2650134 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2650278.250000 Penalty: 4925.682129
	Iteration 23Q: 3 clusters Score -2650278 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2650411.250000 Penalty: 4925.682129
	Iteration 24Q: 3 clusters Score -2650411 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2650514.500000 Penalty: 4925.682129
	Iteration 25Q: 3 clusters Score -2650514 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2650598.250000 Penalty: 4925.682129
	Iteration 26Q: 3 clusters Score -2650598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2650653.500000 Penalty: 4925.682129
	Iteration 27Q: 3 clusters Score -2650654 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2650675.250000 Penalty: 4925.682129
	Iteration 28Q: 3 clusters Score -2650675 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2650693.750000 Penalty: 4925.682129
	Iteration 29Q: 3 clusters Score -2650694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2650711.750000 Penalty: 4925.682129
	Iteration 30Q: 3 clusters Score -2650712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2650718.000000 Penalty: 4925.682129
	Iteration 31Q: 3 clusters Score -2650718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2650717.250000 Penalty: 4925.682129
	Iteration 32Q: 3 clusters Score -2650717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2650724.000000 Penalty: 4925.682129
	Iteration 33Q: 3 clusters Score -2650724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2650715.500000 Penalty: 4925.682129
	Iteration 34Q: 3 clusters Score -2650716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2650719.000000 Penalty: 4925.682129
	Iteration 35Q: 3 clusters Score -2650719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2650721.750000 Penalty: 4925.682129
	Iteration 36Q: 3 clusters Score -2650722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2650718.500000 Penalty: 4925.682129
	Iteration 37Q: 3 clusters Score -2650718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2650717.750000 Penalty: 4925.682129
	Iteration 38Q: 3 clusters Score -2650718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2650718.750000 Penalty: 4925.682129
	Iteration 39Q: 3 clusters Score -2650719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2650719.250000 Penalty: 4925.682129
	Iteration 40F: 3 clusters Score -2650719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2650720.250000 Penalty: 4925.682129
	Iteration 41Q: 3 clusters Score -2650720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2650720.250000 Penalty: 4925.682129
	Iteration 42F: 3 clusters Score -2650720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -156460.671875 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -156460.7 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 595 members 
Entering Unmasked Estep 
Score: -154401.937500 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -154401.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154671.484375 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -154671.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154737.312500 Penalty: 3501.996338
	Iteration 2Q: 3 clusters Score -154737.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -154770.328125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -154770.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154789.953125 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -154790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154802.859375 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -154802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154812.968750 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -154813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154813.890625 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -154813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154815.078125 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -154815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154816.218750 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -154816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154817.312500 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -154817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154817.312500 Penalty: 3501.996338
	Iteration 11F: 3 clusters Score -154817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Entering Unmasked Estep 
Score: -2415168.000000 Penalty: 2442.074707
	Iteration 0F: 2 clusters Score -2415168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2401786.250000 Penalty: 4884.149414
	Iteration 0F: 3 clusters Score -2401786 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2406279.500000 Penalty: 4884.149414
	Iteration 1F: 3 clusters Score -2406280 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2406704.000000 Penalty: 4884.149414
	Iteration 2F: 3 clusters Score -2406704 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2407104.250000 Penalty: 4884.149414
	Iteration 3Q: 3 clusters Score -2407104 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2407555.500000 Penalty: 4884.149414
	Iteration 4Q: 3 clusters Score -2407556 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2408084.750000 Penalty: 4884.149414
	Iteration 5F: 3 clusters Score -2408085 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2408698.250000 Penalty: 4884.149414
	Iteration 6F: 3 clusters Score -2408698 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2409355.750000 Penalty: 4884.149414
	Iteration 7F: 3 clusters Score -2409356 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2410085.750000 Penalty: 4884.149414
	Iteration 8F: 3 clusters Score -2410086 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2410835.750000 Penalty: 4884.149414
	Iteration 9F: 3 clusters Score -2410836 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2411580.250000 Penalty: 4884.149414
	Iteration 10F: 3 clusters Score -2411580 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2412288.250000 Penalty: 4884.149414
	Iteration 11Q: 3 clusters Score -2412288 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2412884.500000 Penalty: 4884.149414
	Iteration 12Q: 3 clusters Score -2412884 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2413269.750000 Penalty: 4884.149414
	Iteration 13Q: 3 clusters Score -2413270 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2413476.250000 Penalty: 4884.149414
	Iteration 14Q: 3 clusters Score -2413476 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2413618.250000 Penalty: 4884.149414
	Iteration 15Q: 3 clusters Score -2413618 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2413706.000000 Penalty: 4884.149414
	Iteration 16Q: 3 clusters Score -2413706 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2413754.000000 Penalty: 4884.149414
	Iteration 17Q: 3 clusters Score -2413754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2413808.750000 Penalty: 4884.149414
	Iteration 18Q: 3 clusters Score -2413809 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2413836.000000 Penalty: 4884.149414
	Iteration 19Q: 3 clusters Score -2413836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2413853.500000 Penalty: 4884.149414
	Iteration 20F: 3 clusters Score -2413854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2413865.250000 Penalty: 4884.149414
	Iteration 21Q: 3 clusters Score -2413865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2413880.250000 Penalty: 4884.149414
	Iteration 22Q: 3 clusters Score -2413880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2413896.500000 Penalty: 4884.149414
	Iteration 23Q: 3 clusters Score -2413896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2413892.500000 Penalty: 4884.149414
	Iteration 24Q: 3 clusters Score -2413892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2413897.000000 Penalty: 4884.149414
	Iteration 25Q: 3 clusters Score -2413897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2413900.250000 Penalty: 4884.149414
	Iteration 26Q: 3 clusters Score -2413900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2413904.500000 Penalty: 4884.149414
	Iteration 27Q: 3 clusters Score -2413904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2413909.250000 Penalty: 4884.149414
	Iteration 28Q: 3 clusters Score -2413909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2413912.750000 Penalty: 4884.149414
	Iteration 29Q: 3 clusters Score -2413913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2413913.250000 Penalty: 4884.149414
	Iteration 30Q: 3 clusters Score -2413913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2413915.000000 Penalty: 4884.149414
	Iteration 31Q: 3 clusters Score -2413915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2413914.000000 Penalty: 4884.149414
	Iteration 32Q: 3 clusters Score -2413914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2413921.750000 Penalty: 4884.149414
	Iteration 33Q: 3 clusters Score -2413922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2413927.000000 Penalty: 4884.149414
	Iteration 34Q: 3 clusters Score -2413927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2413924.000000 Penalty: 4884.149414
	Iteration 35Q: 3 clusters Score -2413924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2413933.750000 Penalty: 4884.149414
	Iteration 36Q: 3 clusters Score -2413934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2413931.500000 Penalty: 4884.149414
	Iteration 37Q: 3 clusters Score -2413932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2413938.500000 Penalty: 4884.149414
	Iteration 38Q: 3 clusters Score -2413938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2413935.250000 Penalty: 4884.149414
	Iteration 39Q: 3 clusters Score -2413935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2413940.000000 Penalty: 4884.149414
	Iteration 40F: 3 clusters Score -2413940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2413940.000000 Penalty: 4884.149414
	Iteration 41Q: 3 clusters Score -2413940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2413943.500000 Penalty: 4884.149414
	Iteration 42Q: 3 clusters Score -2413944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2413946.500000 Penalty: 4884.149414
	Iteration 43Q: 3 clusters Score -2413946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2413950.750000 Penalty: 4884.149414
	Iteration 44Q: 3 clusters Score -2413951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2413951.750000 Penalty: 4884.149414
	Iteration 45Q: 3 clusters Score -2413952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2413949.250000 Penalty: 4884.149414
	Iteration 46Q: 3 clusters Score -2413949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2413954.000000 Penalty: 4884.149414
	Iteration 47Q: 3 clusters Score -2413954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2413955.000000 Penalty: 4884.149414
	Iteration 48Q: 3 clusters Score -2413955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2413959.750000 Penalty: 4884.149414
	Iteration 49Q: 3 clusters Score -2413960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2413960.000000 Penalty: 4884.149414
	Iteration 50Q: 3 clusters Score -2413960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2413960.000000 Penalty: 4884.149414
	Iteration 51Q: 3 clusters Score -2413960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2413960.000000 Penalty: 4884.149414
	Iteration 52Q: 3 clusters Score -2413960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2413958.000000 Penalty: 4884.149414
	Iteration 53Q: 3 clusters Score -2413958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2413953.500000 Penalty: 4884.149414
	Iteration 54Q: 3 clusters Score -2413954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2413951.500000 Penalty: 4884.149414
	Iteration 55Q: 3 clusters Score -2413952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2413957.250000 Penalty: 4884.149414
	Iteration 56Q: 3 clusters Score -2413957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2413959.500000 Penalty: 4884.149414
	Iteration 57Q: 3 clusters Score -2413960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2413955.250000 Penalty: 4884.149414
	Iteration 58Q: 3 clusters Score -2413955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2413960.000000 Penalty: 4884.149414
	Iteration 59Q: 3 clusters Score -2413960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2413957.000000 Penalty: 4884.149414
	Iteration 60F: 3 clusters Score -2413957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2413961.500000 Penalty: 4884.149414
	Iteration 61Q: 3 clusters Score -2413962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2413962.750000 Penalty: 4884.149414
	Iteration 62Q: 3 clusters Score -2413963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2413965.000000 Penalty: 4884.149414
	Iteration 63Q: 3 clusters Score -2413965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2413965.000000 Penalty: 4884.149414
	Iteration 64F: 3 clusters Score -2413965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -60327.453125 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -60327.45 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 250 members 
Entering Unmasked Estep 
Score: -58836.367188 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -58836.37 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58984.812500 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -58984.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59010.117188 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -59010.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59030.941406 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -59030.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59050.382812 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -59050.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59055.699219 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -59055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59063.375000 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -59063.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59067.527344 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -59067.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59084.160156 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -59084.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59098.710938 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -59098.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59103.929688 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -59103.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59113.585938 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -59113.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59113.585938 Penalty: 3070.396484
	Iteration 12F: 3 clusters Score -59113.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Entering Unmasked Estep 
Score: -2803279.000000 Penalty: 2474.161865
	Iteration 0F: 2 clusters Score -2803279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2788191.250000 Penalty: 4948.323730
	Iteration 0F: 3 clusters Score -2788191 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2793508.000000 Penalty: 4948.323730
	Iteration 1F: 3 clusters Score -2793508 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2794245.250000 Penalty: 4948.323730
	Iteration 2F: 3 clusters Score -2794245 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2795055.500000 Penalty: 4948.323730
	Iteration 3F: 3 clusters Score -2795056 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2795986.750000 Penalty: 4948.323730
	Iteration 4F: 3 clusters Score -2795987 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2796942.500000 Penalty: 4948.323730
	Iteration 5F: 3 clusters Score -2796942 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2797832.250000 Penalty: 4948.323730
	Iteration 6F: 3 clusters Score -2797832 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2798609.750000 Penalty: 4948.323730
	Iteration 7F: 3 clusters Score -2798610 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2799282.750000 Penalty: 4948.323730
	Iteration 8Q: 3 clusters Score -2799283 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2799927.250000 Penalty: 4948.323730
	Iteration 9Q: 3 clusters Score -2799927 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2800593.250000 Penalty: 4948.323730
	Iteration 10Q: 3 clusters Score -2800593 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2801164.000000 Penalty: 4948.323730
	Iteration 11Q: 3 clusters Score -2801164 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2801561.750000 Penalty: 4948.323730
	Iteration 12Q: 3 clusters Score -2801562 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2801837.000000 Penalty: 4948.323730
	Iteration 13Q: 3 clusters Score -2801837 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2802031.750000 Penalty: 4948.323730
	Iteration 14Q: 3 clusters Score -2802032 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2802124.750000 Penalty: 4948.323730
	Iteration 15Q: 3 clusters Score -2802125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2802149.750000 Penalty: 4948.323730
	Iteration 16Q: 3 clusters Score -2802150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2802159.500000 Penalty: 4948.323730
	Iteration 17Q: 3 clusters Score -2802160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2802166.250000 Penalty: 4948.323730
	Iteration 18Q: 3 clusters Score -2802166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2802172.500000 Penalty: 4948.323730
	Iteration 19Q: 3 clusters Score -2802172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2802181.000000 Penalty: 4948.323730
	Iteration 20F: 3 clusters Score -2802181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2802182.750000 Penalty: 4948.323730
	Iteration 21Q: 3 clusters Score -2802183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2802183.250000 Penalty: 4948.323730
	Iteration 22Q: 3 clusters Score -2802183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2802184.000000 Penalty: 4948.323730
	Iteration 23Q: 3 clusters Score -2802184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2802182.500000 Penalty: 4948.323730
	Iteration 24Q: 3 clusters Score -2802182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2802184.000000 Penalty: 4948.323730
	Iteration 25Q: 3 clusters Score -2802184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2802183.500000 Penalty: 4948.323730
	Iteration 26Q: 3 clusters Score -2802184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2802183.500000 Penalty: 4948.323730
	Iteration 27F: 3 clusters Score -2802184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -1343126.375000 Penalty: 2293.795654
	Iteration 0F: 2 clusters Score -1343126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1335181.000000 Penalty: 4587.591309
	Iteration 0F: 3 clusters Score -1335181 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1337564.625000 Penalty: 4587.591309
	Iteration 1F: 3 clusters Score -1337565 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1337946.625000 Penalty: 4587.591309
	Iteration 2F: 3 clusters Score -1337947 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1338337.875000 Penalty: 4587.591309
	Iteration 3F: 3 clusters Score -1338338 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1338728.500000 Penalty: 4587.591309
	Iteration 4Q: 3 clusters Score -1338728 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1339097.125000 Penalty: 4587.591309
	Iteration 5F: 3 clusters Score -1339097 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1339486.125000 Penalty: 4587.591309
	Iteration 6F: 3 clusters Score -1339486 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1339932.125000 Penalty: 4587.591309
	Iteration 7F: 3 clusters Score -1339932 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1340393.875000 Penalty: 4587.591309
	Iteration 8F: 3 clusters Score -1340394 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1340849.250000 Penalty: 4587.591309
	Iteration 9F: 3 clusters Score -1340849 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1341206.750000 Penalty: 4587.591309
	Iteration 10F: 3 clusters Score -1341207 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1341475.000000 Penalty: 4587.591309
	Iteration 11Q: 3 clusters Score -1341475 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1341666.250000 Penalty: 4587.591309
	Iteration 12Q: 3 clusters Score -1341666 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1341800.250000 Penalty: 4587.591309
	Iteration 13Q: 3 clusters Score -1341800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1341894.500000 Penalty: 4587.591309
	Iteration 14Q: 3 clusters Score -1341894 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1341959.125000 Penalty: 4587.591309
	Iteration 15Q: 3 clusters Score -1341959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1342001.125000 Penalty: 4587.591309
	Iteration 16Q: 3 clusters Score -1342001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1342035.875000 Penalty: 4587.591309
	Iteration 17Q: 3 clusters Score -1342036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1342060.000000 Penalty: 4587.591309
	Iteration 18Q: 3 clusters Score -1342060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1342083.875000 Penalty: 4587.591309
	Iteration 19Q: 3 clusters Score -1342084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1342099.250000 Penalty: 4587.591309
	Iteration 20F: 3 clusters Score -1342099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1342112.000000 Penalty: 4587.591309
	Iteration 21Q: 3 clusters Score -1342112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1342127.500000 Penalty: 4587.591309
	Iteration 22Q: 3 clusters Score -1342128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1342141.000000 Penalty: 4587.591309
	Iteration 23Q: 3 clusters Score -1342141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1342151.375000 Penalty: 4587.591309
	Iteration 24Q: 3 clusters Score -1342151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1342161.750000 Penalty: 4587.591309
	Iteration 25Q: 3 clusters Score -1342162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1342167.500000 Penalty: 4587.591309
	Iteration 26Q: 3 clusters Score -1342168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1342169.500000 Penalty: 4587.591309
	Iteration 27Q: 3 clusters Score -1342170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1342174.625000 Penalty: 4587.591309
	Iteration 28Q: 3 clusters Score -1342175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1342175.875000 Penalty: 4587.591309
	Iteration 29Q: 3 clusters Score -1342176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1342179.750000 Penalty: 4587.591309
	Iteration 30Q: 3 clusters Score -1342180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1342182.125000 Penalty: 4587.591309
	Iteration 31Q: 3 clusters Score -1342182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1342184.250000 Penalty: 4587.591309
	Iteration 32Q: 3 clusters Score -1342184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1342183.875000 Penalty: 4587.591309
	Iteration 33Q: 3 clusters Score -1342184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1342189.000000 Penalty: 4587.591309
	Iteration 34Q: 3 clusters Score -1342189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1342193.250000 Penalty: 4587.591309
	Iteration 35Q: 3 clusters Score -1342193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1342196.125000 Penalty: 4587.591309
	Iteration 36Q: 3 clusters Score -1342196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1342194.625000 Penalty: 4587.591309
	Iteration 37Q: 3 clusters Score -1342195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1342197.875000 Penalty: 4587.591309
	Iteration 38Q: 3 clusters Score -1342198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1342198.625000 Penalty: 4587.591309
	Iteration 39Q: 3 clusters Score -1342199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1342200.625000 Penalty: 4587.591309
	Iteration 40F: 3 clusters Score -1342201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1342201.750000 Penalty: 4587.591309
	Iteration 41Q: 3 clusters Score -1342202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1342205.125000 Penalty: 4587.591309
	Iteration 42Q: 3 clusters Score -1342205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1342208.125000 Penalty: 4587.591309
	Iteration 43Q: 3 clusters Score -1342208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1342211.125000 Penalty: 4587.591309
	Iteration 44Q: 3 clusters Score -1342211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1342212.875000 Penalty: 4587.591309
	Iteration 45Q: 3 clusters Score -1342213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1342219.375000 Penalty: 4587.591309
	Iteration 46Q: 3 clusters Score -1342219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1342221.000000 Penalty: 4587.591309
	Iteration 47Q: 3 clusters Score -1342221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1342219.875000 Penalty: 4587.591309
	Iteration 48Q: 3 clusters Score -1342220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1342223.750000 Penalty: 4587.591309
	Iteration 49Q: 3 clusters Score -1342224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1342227.875000 Penalty: 4587.591309
	Iteration 50Q: 3 clusters Score -1342228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1342228.875000 Penalty: 4587.591309
	Iteration 51Q: 3 clusters Score -1342229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1342231.000000 Penalty: 4587.591309
	Iteration 52Q: 3 clusters Score -1342231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1342234.125000 Penalty: 4587.591309
	Iteration 53Q: 3 clusters Score -1342234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1342233.750000 Penalty: 4587.591309
	Iteration 54Q: 3 clusters Score -1342234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1342233.750000 Penalty: 4587.591309
	Iteration 55Q: 3 clusters Score -1342234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1342235.000000 Penalty: 4587.591309
	Iteration 56Q: 3 clusters Score -1342235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1342236.875000 Penalty: 4587.591309
	Iteration 57Q: 3 clusters Score -1342237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1342238.375000 Penalty: 4587.591309
	Iteration 58Q: 3 clusters Score -1342238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1342242.250000 Penalty: 4587.591309
	Iteration 59Q: 3 clusters Score -1342242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1342242.750000 Penalty: 4587.591309
	Iteration 60F: 3 clusters Score -1342243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1342242.625000 Penalty: 4587.591309
	Iteration 61Q: 3 clusters Score -1342243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1342242.625000 Penalty: 4587.591309
	Iteration 62F: 3 clusters Score -1342243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50825.718750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -50825.72 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 254 members 
Entering Unmasked Estep 
Score: -49401.675781 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -49401.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49750.523438 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -49750.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49976.355469 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -49976.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50150.011719 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -50150.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50301.464844 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -50301.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50475.425781 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -50475.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50559.539062 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -50559.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50693.109375 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -50693.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50812.253906 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -50812.25 nChanged 3
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: -50826.070312 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -50826.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50842.714844 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -50842.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50855.390625 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -50855.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50855.390625 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -50855.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 20554 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 21514 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 128781 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 71843 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 168107 members 
Mstep: Class 22 contains 162054 members 
Mstep: Class 23 contains 168537 members 
Mstep: Class 24 contains 44604 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 231 members 
Entering Unmasked Estep 
Score: -126429856.000000 Penalty: 99042.679688
Splitting cluster 10 changes total score from -126431656.000000 to -126429856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (128781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128781 members 
Entering Unmasked Estep 
Score: -17505210.000000 Penalty: 2917.935303
	Iteration 0F: 2 clusters Score -1.750521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -17420014.000000 Penalty: 5835.870605
	Iteration 0F: 3 clusters Score -1.742001e+07 nChanged 61169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -17455154.000000 Penalty: 5835.870605
	Iteration 1F: 3 clusters Score -1.745515e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -17456114.000000 Penalty: 5835.870605
	Iteration 2Q: 3 clusters Score -1.745611e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -17457406.000000 Penalty: 5835.870605
	Iteration 3Q: 3 clusters Score -1.745741e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -17459268.000000 Penalty: 5835.870605
	Iteration 4Q: 3 clusters Score -1.745927e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -17462242.000000 Penalty: 5835.870605
	Iteration 5Q: 3 clusters Score -1.746224e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -17466780.000000 Penalty: 5835.870605
	Iteration 6F: 3 clusters Score -1.746678e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -17473490.000000 Penalty: 5835.870605
	Iteration 7F: 3 clusters Score -1.747349e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -17481738.000000 Penalty: 5835.870605
	Iteration 8F: 3 clusters Score -1.748174e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -17488796.000000 Penalty: 5835.870605
	Iteration 9F: 3 clusters Score -1.74888e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -17493556.000000 Penalty: 5835.870605
	Iteration 10Q: 3 clusters Score -1.749356e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -17496630.000000 Penalty: 5835.870605
	Iteration 11Q: 3 clusters Score -1.749663e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -17498498.000000 Penalty: 5835.870605
	Iteration 12Q: 3 clusters Score -1.74985e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -17499636.000000 Penalty: 5835.870605
	Iteration 13Q: 3 clusters Score -1.749964e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -17500550.000000 Penalty: 5835.870605
	Iteration 14Q: 3 clusters Score -1.750055e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -17501098.000000 Penalty: 5835.870605
	Iteration 15Q: 3 clusters Score -1.75011e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17501620.000000 Penalty: 5835.870605
	Iteration 16Q: 3 clusters Score -1.750162e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17501942.000000 Penalty: 5835.870605
	Iteration 17Q: 3 clusters Score -1.750194e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17502156.000000 Penalty: 5835.870605
	Iteration 18Q: 3 clusters Score -1.750216e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17502288.000000 Penalty: 5835.870605
	Iteration 19Q: 3 clusters Score -1.750229e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17502386.000000 Penalty: 5835.870605
	Iteration 20F: 3 clusters Score -1.750239e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17502466.000000 Penalty: 5835.870605
	Iteration 21Q: 3 clusters Score -1.750247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128074 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17502536.000000 Penalty: 5835.870605
	Iteration 22Q: 3 clusters Score -1.750254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128120 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -17502572.000000 Penalty: 5835.870605
	Iteration 23Q: 3 clusters Score -1.750257e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -17502592.000000 Penalty: 5835.870605
	Iteration 24Q: 3 clusters Score -1.750259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128188 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17502594.000000 Penalty: 5835.870605
	Iteration 25Q: 3 clusters Score -1.750259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17502610.000000 Penalty: 5835.870605
	Iteration 26Q: 3 clusters Score -1.750261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128223 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17502612.000000 Penalty: 5835.870605
	Iteration 27Q: 3 clusters Score -1.750261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17502614.000000 Penalty: 5835.870605
	Iteration 28Q: 3 clusters Score -1.750261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128239 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17502624.000000 Penalty: 5835.870605
	Iteration 29Q: 3 clusters Score -1.750262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -17502630.000000 Penalty: 5835.870605
	Iteration 30Q: 3 clusters Score -1.750263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -17502630.000000 Penalty: 5835.870605
	Iteration 31Q: 3 clusters Score -1.750263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128260 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -17502634.000000 Penalty: 5835.870605
	Iteration 32Q: 3 clusters Score -1.750263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17502640.000000 Penalty: 5835.870605
	Iteration 33Q: 3 clusters Score -1.750264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -17502648.000000 Penalty: 5835.870605
	Iteration 34Q: 3 clusters Score -1.750265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -17502648.000000 Penalty: 5835.870605
	Iteration 35Q: 3 clusters Score -1.750265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -17502648.000000 Penalty: 5835.870605
	Iteration 36F: 3 clusters Score -1.750265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Entering Unmasked Estep 
Score: -1593907.250000 Penalty: 2322.082031
	Iteration 0F: 2 clusters Score -1593907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1585175.000000 Penalty: 4644.164062
	Iteration 0F: 3 clusters Score -1585175 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1587657.375000 Penalty: 4644.164062
	Iteration 1F: 3 clusters Score -1587657 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1587981.250000 Penalty: 4644.164062
	Iteration 2F: 3 clusters Score -1587981 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1588184.625000 Penalty: 4644.164062
	Iteration 3Q: 3 clusters Score -1588185 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1588331.875000 Penalty: 4644.164062
	Iteration 4Q: 3 clusters Score -1588332 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1588433.500000 Penalty: 4644.164062
	Iteration 5Q: 3 clusters Score -1588434 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1588520.500000 Penalty: 4644.164062
	Iteration 6Q: 3 clusters Score -1588520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1588592.375000 Penalty: 4644.164062
	Iteration 7Q: 3 clusters Score -1588592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1588653.250000 Penalty: 4644.164062
	Iteration 8Q: 3 clusters Score -1588653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1588706.125000 Penalty: 4644.164062
	Iteration 9Q: 3 clusters Score -1588706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1588746.000000 Penalty: 4644.164062
	Iteration 10Q: 3 clusters Score -1588746 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1588787.000000 Penalty: 4644.164062
	Iteration 11Q: 3 clusters Score -1588787 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1588816.500000 Penalty: 4644.164062
	Iteration 12Q: 3 clusters Score -1588816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1588843.000000 Penalty: 4644.164062
	Iteration 13Q: 3 clusters Score -1588843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1588879.250000 Penalty: 4644.164062
	Iteration 14Q: 3 clusters Score -1588879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1588909.375000 Penalty: 4644.164062
	Iteration 15Q: 3 clusters Score -1588909 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1588954.750000 Penalty: 4644.164062
	Iteration 16Q: 3 clusters Score -1588955 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1588996.000000 Penalty: 4644.164062
	Iteration 17Q: 3 clusters Score -1588996 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1589030.000000 Penalty: 4644.164062
	Iteration 18Q: 3 clusters Score -1589030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1589076.625000 Penalty: 4644.164062
	Iteration 19Q: 3 clusters Score -1589077 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1589132.625000 Penalty: 4644.164062
	Iteration 20F: 3 clusters Score -1589133 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1589204.000000 Penalty: 4644.164062
	Iteration 21Q: 3 clusters Score -1589204 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1589288.125000 Penalty: 4644.164062
	Iteration 22Q: 3 clusters Score -1589288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1589402.375000 Penalty: 4644.164062
	Iteration 23Q: 3 clusters Score -1589402 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1589546.750000 Penalty: 4644.164062
	Iteration 24Q: 3 clusters Score -1589547 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1589723.125000 Penalty: 4644.164062
	Iteration 25Q: 3 clusters Score -1589723 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1589949.750000 Penalty: 4644.164062
	Iteration 26Q: 3 clusters Score -1589950 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1590205.875000 Penalty: 4644.164062
	Iteration 27Q: 3 clusters Score -1590206 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1590476.500000 Penalty: 4644.164062
	Iteration 28Q: 3 clusters Score -1590476 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1590716.250000 Penalty: 4644.164062
	Iteration 29Q: 3 clusters Score -1590716 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1590937.250000 Penalty: 4644.164062
	Iteration 30Q: 3 clusters Score -1590937 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1591098.125000 Penalty: 4644.164062
	Iteration 31Q: 3 clusters Score -1591098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1591238.000000 Penalty: 4644.164062
	Iteration 32Q: 3 clusters Score -1591238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1591346.750000 Penalty: 4644.164062
	Iteration 33Q: 3 clusters Score -1591347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1591429.000000 Penalty: 4644.164062
	Iteration 34Q: 3 clusters Score -1591429 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1591489.125000 Penalty: 4644.164062
	Iteration 35Q: 3 clusters Score -1591489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1591537.125000 Penalty: 4644.164062
	Iteration 36Q: 3 clusters Score -1591537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1591587.250000 Penalty: 4644.164062
	Iteration 37Q: 3 clusters Score -1591587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1591636.625000 Penalty: 4644.164062
	Iteration 38Q: 3 clusters Score -1591637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1591679.500000 Penalty: 4644.164062
	Iteration 39Q: 3 clusters Score -1591680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1591708.750000 Penalty: 4644.164062
	Iteration 40F: 3 clusters Score -1591709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1591741.000000 Penalty: 4644.164062
	Iteration 41Q: 3 clusters Score -1591741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1591769.750000 Penalty: 4644.164062
	Iteration 42Q: 3 clusters Score -1591770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1591789.750000 Penalty: 4644.164062
	Iteration 43Q: 3 clusters Score -1591790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1591803.625000 Penalty: 4644.164062
	Iteration 44Q: 3 clusters Score -1591804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1591815.375000 Penalty: 4644.164062
	Iteration 45Q: 3 clusters Score -1591815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1591826.250000 Penalty: 4644.164062
	Iteration 46Q: 3 clusters Score -1591826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1591838.000000 Penalty: 4644.164062
	Iteration 47Q: 3 clusters Score -1591838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1591844.875000 Penalty: 4644.164062
	Iteration 48Q: 3 clusters Score -1591845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1591855.000000 Penalty: 4644.164062
	Iteration 49Q: 3 clusters Score -1591855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1591859.750000 Penalty: 4644.164062
	Iteration 50Q: 3 clusters Score -1591860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1591865.250000 Penalty: 4644.164062
	Iteration 51Q: 3 clusters Score -1591865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1591869.375000 Penalty: 4644.164062
	Iteration 52Q: 3 clusters Score -1591869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1591873.500000 Penalty: 4644.164062
	Iteration 53Q: 3 clusters Score -1591874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1591878.000000 Penalty: 4644.164062
	Iteration 54Q: 3 clusters Score -1591878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1591880.875000 Penalty: 4644.164062
	Iteration 55Q: 3 clusters Score -1591881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1591886.750000 Penalty: 4644.164062
	Iteration 56Q: 3 clusters Score -1591887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1591888.625000 Penalty: 4644.164062
	Iteration 57Q: 3 clusters Score -1591889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1591887.750000 Penalty: 4644.164062
	Iteration 58Q: 3 clusters Score -1591888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1591887.750000 Penalty: 4644.164062
	Iteration 59Q: 3 clusters Score -1591888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1591887.750000 Penalty: 4644.164062
	Iteration 60F: 3 clusters Score -1591888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -302962.250000 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -302962.2 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 1166 members 
Entering Unmasked Estep 
Score: -300155.843750 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -300155.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -300691.218750 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -300691.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -300847.937500 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -300847.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -300919.031250 Penalty: 3833.294434
	Iteration 3Q: 3 clusters Score -300919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -300956.937500 Penalty: 3833.294434
	Iteration 4Q: 3 clusters Score -300956.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300983.437500 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -300983.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -300997.843750 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -300997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301008.625000 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -301008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301014.156250 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -301014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -301020.593750 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -301020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -301024.250000 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -301024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -301028.187500 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -301028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -301030.718750 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -301030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -301033.218750 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -301033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -301034.812500 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -301034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -301035.968750 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -301036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301037.343750 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -301037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -301038.343750 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -301038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -301038.687500 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -301038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -301038.937500 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -301038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -301040.281250 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -301040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -301040.437500 Penalty: 3833.294434
	Iteration 21Q: 3 clusters Score -301040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -301041.375000 Penalty: 3833.294434
	Iteration 22Q: 3 clusters Score -301041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301042.187500 Penalty: 3833.294434
	Iteration 23Q: 3 clusters Score -301042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301042.375000 Penalty: 3833.294434
	Iteration 24Q: 3 clusters Score -301042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301042.375000 Penalty: 3833.294434
	Iteration 25F: 3 clusters Score -301042.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -60243.878906 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -60243.88 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 257 members 
Entering Unmasked Estep 
Score: -58704.164062 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58704.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58920.003906 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -58920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59037.503906 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59037.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59230.425781 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -59230.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59389.925781 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59389.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59455.296875 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59455.3 nChanged 16
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: -59555.550781 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59555.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59626.523438 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59626.52 nChanged 18
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: -59685.835938 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59685.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59738.996094 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59762.281250 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59762.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59776.113281 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59776.11 nChanged 1
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: -59778.410156 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -59778.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59782.484375 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -59782.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59789.968750 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -59789.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59790.832031 Penalty: 3081.452637
	Iteration 15F: 3 clusters Score -59790.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59799.980469 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -59799.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59808.007812 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -59808.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59808.007812 Penalty: 3081.452637
	Iteration 18F: 3 clusters Score -59808.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Entering Unmasked Estep 
Score: -3313776.000000 Penalty: 2502.486816
	Iteration 0F: 2 clusters Score -3313776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3296916.000000 Penalty: 5004.973633
	Iteration 0F: 3 clusters Score -3296916 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3302703.250000 Penalty: 5004.973633
	Iteration 1F: 3 clusters Score -3302703 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3303173.250000 Penalty: 5004.973633
	Iteration 2F: 3 clusters Score -3303173 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3303605.500000 Penalty: 5004.973633
	Iteration 3Q: 3 clusters Score -3303606 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3304089.750000 Penalty: 5004.973633
	Iteration 4Q: 3 clusters Score -3304090 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3304677.250000 Penalty: 5004.973633
	Iteration 5F: 3 clusters Score -3304677 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3305506.750000 Penalty: 5004.973633
	Iteration 6F: 3 clusters Score -3305507 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3306579.750000 Penalty: 5004.973633
	Iteration 7F: 3 clusters Score -3306580 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3307786.250000 Penalty: 5004.973633
	Iteration 8F: 3 clusters Score -3307786 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3309023.250000 Penalty: 5004.973633
	Iteration 9F: 3 clusters Score -3309023 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3310064.000000 Penalty: 5004.973633
	Iteration 10Q: 3 clusters Score -3310064 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3310642.000000 Penalty: 5004.973633
	Iteration 11Q: 3 clusters Score -3310642 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3310907.250000 Penalty: 5004.973633
	Iteration 12Q: 3 clusters Score -3310907 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3311017.000000 Penalty: 5004.973633
	Iteration 13Q: 3 clusters Score -3311017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3311098.000000 Penalty: 5004.973633
	Iteration 14Q: 3 clusters Score -3311098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3311164.500000 Penalty: 5004.973633
	Iteration 15Q: 3 clusters Score -3311164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3311215.500000 Penalty: 5004.973633
	Iteration 16Q: 3 clusters Score -3311216 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3311250.000000 Penalty: 5004.973633
	Iteration 17Q: 3 clusters Score -3311250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3311281.250000 Penalty: 5004.973633
	Iteration 18Q: 3 clusters Score -3311281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3311310.750000 Penalty: 5004.973633
	Iteration 19Q: 3 clusters Score -3311311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3311341.000000 Penalty: 5004.973633
	Iteration 20F: 3 clusters Score -3311341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3311359.250000 Penalty: 5004.973633
	Iteration 21Q: 3 clusters Score -3311359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3311376.500000 Penalty: 5004.973633
	Iteration 22Q: 3 clusters Score -3311376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3311388.750000 Penalty: 5004.973633
	Iteration 23Q: 3 clusters Score -3311389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3311399.500000 Penalty: 5004.973633
	Iteration 24Q: 3 clusters Score -3311400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3311412.250000 Penalty: 5004.973633
	Iteration 25Q: 3 clusters Score -3311412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3311413.250000 Penalty: 5004.973633
	Iteration 26Q: 3 clusters Score -3311413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3311423.750000 Penalty: 5004.973633
	Iteration 27Q: 3 clusters Score -3311424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3311424.000000 Penalty: 5004.973633
	Iteration 28Q: 3 clusters Score -3311424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3311432.250000 Penalty: 5004.973633
	Iteration 29Q: 3 clusters Score -3311432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3311440.250000 Penalty: 5004.973633
	Iteration 30Q: 3 clusters Score -3311440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3311452.250000 Penalty: 5004.973633
	Iteration 31Q: 3 clusters Score -3311452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3311457.750000 Penalty: 5004.973633
	Iteration 32Q: 3 clusters Score -3311458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3311468.500000 Penalty: 5004.973633
	Iteration 33Q: 3 clusters Score -3311468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3311475.500000 Penalty: 5004.973633
	Iteration 34Q: 3 clusters Score -3311476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3311484.250000 Penalty: 5004.973633
	Iteration 35Q: 3 clusters Score -3311484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3311484.500000 Penalty: 5004.973633
	Iteration 36Q: 3 clusters Score -3311484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3311493.750000 Penalty: 5004.973633
	Iteration 37Q: 3 clusters Score -3311494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3311504.000000 Penalty: 5004.973633
	Iteration 38Q: 3 clusters Score -3311504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3311509.000000 Penalty: 5004.973633
	Iteration 39Q: 3 clusters Score -3311509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3311515.750000 Penalty: 5004.973633
	Iteration 40F: 3 clusters Score -3311516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3311515.250000 Penalty: 5004.973633
	Iteration 41Q: 3 clusters Score -3311515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3311523.500000 Penalty: 5004.973633
	Iteration 42Q: 3 clusters Score -3311524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3311529.750000 Penalty: 5004.973633
	Iteration 43Q: 3 clusters Score -3311530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3311541.250000 Penalty: 5004.973633
	Iteration 44Q: 3 clusters Score -3311541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3311542.250000 Penalty: 5004.973633
	Iteration 45Q: 3 clusters Score -3311542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3311556.500000 Penalty: 5004.973633
	Iteration 46Q: 3 clusters Score -3311556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3311558.500000 Penalty: 5004.973633
	Iteration 47Q: 3 clusters Score -3311558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3311556.250000 Penalty: 5004.973633
	Iteration 48Q: 3 clusters Score -3311556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3311563.000000 Penalty: 5004.973633
	Iteration 49Q: 3 clusters Score -3311563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3311562.250000 Penalty: 5004.973633
	Iteration 50Q: 3 clusters Score -3311562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3311571.250000 Penalty: 5004.973633
	Iteration 51Q: 3 clusters Score -3311571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3311583.750000 Penalty: 5004.973633
	Iteration 52Q: 3 clusters Score -3311584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3311583.750000 Penalty: 5004.973633
	Iteration 53Q: 3 clusters Score -3311584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3311586.500000 Penalty: 5004.973633
	Iteration 54Q: 3 clusters Score -3311586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3311590.250000 Penalty: 5004.973633
	Iteration 55Q: 3 clusters Score -3311590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3311591.500000 Penalty: 5004.973633
	Iteration 56Q: 3 clusters Score -3311592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3311594.500000 Penalty: 5004.973633
	Iteration 57Q: 3 clusters Score -3311594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3311598.250000 Penalty: 5004.973633
	Iteration 58Q: 3 clusters Score -3311598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3311606.750000 Penalty: 5004.973633
	Iteration 59Q: 3 clusters Score -3311607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3311612.500000 Penalty: 5004.973633
	Iteration 60F: 3 clusters Score -3311612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3311614.250000 Penalty: 5004.973633
	Iteration 61Q: 3 clusters Score -3311614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3311617.500000 Penalty: 5004.973633
	Iteration 62Q: 3 clusters Score -3311618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3311621.500000 Penalty: 5004.973633
	Iteration 63Q: 3 clusters Score -3311622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3311616.250000 Penalty: 5004.973633
	Iteration 64Q: 3 clusters Score -3311616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3311615.000000 Penalty: 5004.973633
	Iteration 65Q: 3 clusters Score -3311615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3311619.000000 Penalty: 5004.973633
	Iteration 66Q: 3 clusters Score -3311619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3311617.000000 Penalty: 5004.973633
	Iteration 67Q: 3 clusters Score -3311617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3311609.500000 Penalty: 5004.973633
	Iteration 68Q: 3 clusters Score -3311610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3311623.500000 Penalty: 5004.973633
	Iteration 69Q: 3 clusters Score -3311624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3311623.000000 Penalty: 5004.973633
	Iteration 70Q: 3 clusters Score -3311623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3311627.500000 Penalty: 5004.973633
	Iteration 71Q: 3 clusters Score -3311628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3311633.750000 Penalty: 5004.973633
	Iteration 72Q: 3 clusters Score -3311634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3311646.000000 Penalty: 5004.973633
	Iteration 73Q: 3 clusters Score -3311646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3311645.750000 Penalty: 5004.973633
	Iteration 74Q: 3 clusters Score -3311646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3311652.250000 Penalty: 5004.973633
	Iteration 75Q: 3 clusters Score -3311652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3311648.250000 Penalty: 5004.973633
	Iteration 76Q: 3 clusters Score -3311648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3311653.000000 Penalty: 5004.973633
	Iteration 77Q: 3 clusters Score -3311653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3311649.250000 Penalty: 5004.973633
	Iteration 78Q: 3 clusters Score -3311649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3311655.000000 Penalty: 5004.973633
	Iteration 79Q: 3 clusters Score -3311655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3311664.250000 Penalty: 5004.973633
	Iteration 80F: 3 clusters Score -3311664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3311664.750000 Penalty: 5004.973633
	Iteration 81Q: 3 clusters Score -3311665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3311668.250000 Penalty: 5004.973633
	Iteration 82Q: 3 clusters Score -3311668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3311671.750000 Penalty: 5004.973633
	Iteration 83Q: 3 clusters Score -3311672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3311665.500000 Penalty: 5004.973633
	Iteration 84Q: 3 clusters Score -3311666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3311670.250000 Penalty: 5004.973633
	Iteration 85Q: 3 clusters Score -3311670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3311671.500000 Penalty: 5004.973633
	Iteration 86Q: 3 clusters Score -3311672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3311671.500000 Penalty: 5004.973633
	Iteration 87F: 3 clusters Score -3311672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Entering Unmasked Estep 
Score: -9498756.000000 Penalty: 2773.195068
	Iteration 0F: 2 clusters Score -9498756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9450829.000000 Penalty: 5546.390137
	Iteration 0F: 3 clusters Score -9450829 nChanged 33506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -9469736.000000 Penalty: 5546.390137
	Iteration 1F: 3 clusters Score -9469736 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -9470550.000000 Penalty: 5546.390137
	Iteration 2Q: 3 clusters Score -9470550 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -9471359.000000 Penalty: 5546.390137
	Iteration 3Q: 3 clusters Score -9471359 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9472375.000000 Penalty: 5546.390137
	Iteration 4Q: 3 clusters Score -9472375 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -9473722.000000 Penalty: 5546.390137
	Iteration 5Q: 3 clusters Score -9473722 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -9475305.000000 Penalty: 5546.390137
	Iteration 6Q: 3 clusters Score -9475305 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -9477377.000000 Penalty: 5546.390137
	Iteration 7F: 3 clusters Score -9477377 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -9479958.000000 Penalty: 5546.390137
	Iteration 8F: 3 clusters Score -9479958 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -9482477.000000 Penalty: 5546.390137
	Iteration 9F: 3 clusters Score -9482477 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -9484666.000000 Penalty: 5546.390137
	Iteration 10F: 3 clusters Score -9484666 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -9486228.000000 Penalty: 5546.390137
	Iteration 11Q: 3 clusters Score -9486228 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -9487467.000000 Penalty: 5546.390137
	Iteration 12Q: 3 clusters Score -9487467 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -9488443.000000 Penalty: 5546.390137
	Iteration 13Q: 3 clusters Score -9488443 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -9489377.000000 Penalty: 5546.390137
	Iteration 14Q: 3 clusters Score -9489377 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -9490250.000000 Penalty: 5546.390137
	Iteration 15Q: 3 clusters Score -9490250 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -9491030.000000 Penalty: 5546.390137
	Iteration 16Q: 3 clusters Score -9491030 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -9491848.000000 Penalty: 5546.390137
	Iteration 17Q: 3 clusters Score -9491848 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -9492538.000000 Penalty: 5546.390137
	Iteration 18Q: 3 clusters Score -9492538 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -9493166.000000 Penalty: 5546.390137
	Iteration 19Q: 3 clusters Score -9493166 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -9493721.000000 Penalty: 5546.390137
	Iteration 20F: 3 clusters Score -9493721 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -9494250.000000 Penalty: 5546.390137
	Iteration 21Q: 3 clusters Score -9494250 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -9494666.000000 Penalty: 5546.390137
	Iteration 22Q: 3 clusters Score -9494666 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -9495013.000000 Penalty: 5546.390137
	Iteration 23Q: 3 clusters Score -9495013 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -9495351.000000 Penalty: 5546.390137
	Iteration 24Q: 3 clusters Score -9495351 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -9495582.000000 Penalty: 5546.390137
	Iteration 25Q: 3 clusters Score -9495582 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -9495818.000000 Penalty: 5546.390137
	Iteration 26Q: 3 clusters Score -9495818 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9495997.000000 Penalty: 5546.390137
	Iteration 27Q: 3 clusters Score -9495997 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9496134.000000 Penalty: 5546.390137
	Iteration 28Q: 3 clusters Score -9496134 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9496213.000000 Penalty: 5546.390137
	Iteration 29Q: 3 clusters Score -9496213 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9496325.000000 Penalty: 5546.390137
	Iteration 30Q: 3 clusters Score -9496325 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9496368.000000 Penalty: 5546.390137
	Iteration 31Q: 3 clusters Score -9496368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9496394.000000 Penalty: 5546.390137
	Iteration 32Q: 3 clusters Score -9496394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9496437.000000 Penalty: 5546.390137
	Iteration 33Q: 3 clusters Score -9496437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9496452.000000 Penalty: 5546.390137
	Iteration 34Q: 3 clusters Score -9496452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9496481.000000 Penalty: 5546.390137
	Iteration 35Q: 3 clusters Score -9496481 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9496513.000000 Penalty: 5546.390137
	Iteration 36Q: 3 clusters Score -9496513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9496509.000000 Penalty: 5546.390137
	Iteration 37Q: 3 clusters Score -9496509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9496526.000000 Penalty: 5546.390137
	Iteration 38Q: 3 clusters Score -9496526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9496525.000000 Penalty: 5546.390137
	Iteration 39Q: 3 clusters Score -9496525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9496539.000000 Penalty: 5546.390137
	Iteration 40F: 3 clusters Score -9496539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9496555.000000 Penalty: 5546.390137
	Iteration 41Q: 3 clusters Score -9496555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9496578.000000 Penalty: 5546.390137
	Iteration 42Q: 3 clusters Score -9496578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9496564.000000 Penalty: 5546.390137
	Iteration 43Q: 3 clusters Score -9496564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9496572.000000 Penalty: 5546.390137
	Iteration 44Q: 3 clusters Score -9496572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9496574.000000 Penalty: 5546.390137
	Iteration 45Q: 3 clusters Score -9496574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9496576.000000 Penalty: 5546.390137
	Iteration 46Q: 3 clusters Score -9496576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9496574.000000 Penalty: 5546.390137
	Iteration 47Q: 3 clusters Score -9496574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9496570.000000 Penalty: 5546.390137
	Iteration 48Q: 3 clusters Score -9496570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9496566.000000 Penalty: 5546.390137
	Iteration 49Q: 3 clusters Score -9496566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9496575.000000 Penalty: 5546.390137
	Iteration 50Q: 3 clusters Score -9496575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9496574.000000 Penalty: 5546.390137
	Iteration 51Q: 3 clusters Score -9496574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9496577.000000 Penalty: 5546.390137
	Iteration 52Q: 3 clusters Score -9496577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9496580.000000 Penalty: 5546.390137
	Iteration 53Q: 3 clusters Score -9496580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9496585.000000 Penalty: 5546.390137
	Iteration 54Q: 3 clusters Score -9496585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9496591.000000 Penalty: 5546.390137
	Iteration 55Q: 3 clusters Score -9496591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9496598.000000 Penalty: 5546.390137
	Iteration 56Q: 3 clusters Score -9496598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9496600.000000 Penalty: 5546.390137
	Iteration 57Q: 3 clusters Score -9496600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9496611.000000 Penalty: 5546.390137
	Iteration 58Q: 3 clusters Score -9496611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9496609.000000 Penalty: 5546.390137
	Iteration 59Q: 3 clusters Score -9496609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9496604.000000 Penalty: 5546.390137
	Iteration 60F: 3 clusters Score -9496604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9496610.000000 Penalty: 5546.390137
	Iteration 61Q: 3 clusters Score -9496610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9496598.000000 Penalty: 5546.390137
	Iteration 62Q: 3 clusters Score -9496598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9496602.000000 Penalty: 5546.390137
	Iteration 63Q: 3 clusters Score -9496602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9496606.000000 Penalty: 5546.390137
	Iteration 64Q: 3 clusters Score -9496606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9496602.000000 Penalty: 5546.390137
	Iteration 65Q: 3 clusters Score -9496602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9496609.000000 Penalty: 5546.390137
	Iteration 66Q: 3 clusters Score -9496609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9496609.000000 Penalty: 5546.390137
	Iteration 67F: 3 clusters Score -9496609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -553793.125000 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -553793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -549898.125000 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -549898.1 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -550720.250000 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -550720.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -550904.000000 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -550904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -551009.437500 Penalty: 4108.989258
	Iteration 3Q: 3 clusters Score -551009.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -551071.375000 Penalty: 4108.989258
	Iteration 4Q: 3 clusters Score -551071.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -551113.375000 Penalty: 4108.989258
	Iteration 5Q: 3 clusters Score -551113.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -551142.562500 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -551142.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -551158.875000 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -551158.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -551169.500000 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -551169.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -551182.187500 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -551182.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -551194.687500 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -551194.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -551205.937500 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -551205.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -551217.312500 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -551217.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -551225.937500 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -551225.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -551233.625000 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -551233.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -551240.375000 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -551240.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -551247.562500 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -551247.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -551255.250000 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -551255.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -551263.312500 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -551263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -551271.625000 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -551271.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -551279.250000 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -551279.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -551285.000000 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -551285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -551291.312500 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -551291.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -551299.562500 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -551299.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -551307.750000 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -551307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -551313.437500 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -551313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -551317.000000 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -551317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -551318.500000 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -551318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -551321.187500 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -551321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -551323.437500 Penalty: 4108.989258
	Iteration 29Q: 3 clusters Score -551323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -551326.687500 Penalty: 4108.989258
	Iteration 30Q: 3 clusters Score -551326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -551329.000000 Penalty: 4108.989258
	Iteration 31Q: 3 clusters Score -551329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -551331.312500 Penalty: 4108.989258
	Iteration 32Q: 3 clusters Score -551331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -551333.000000 Penalty: 4108.989258
	Iteration 33Q: 3 clusters Score -551333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -551334.937500 Penalty: 4108.989258
	Iteration 34Q: 3 clusters Score -551334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -551335.687500 Penalty: 4108.989258
	Iteration 35Q: 3 clusters Score -551335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -551335.625000 Penalty: 4108.989258
	Iteration 36Q: 3 clusters Score -551335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -551336.312500 Penalty: 4108.989258
	Iteration 37Q: 3 clusters Score -551336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -551337.812500 Penalty: 4108.989258
	Iteration 38Q: 3 clusters Score -551337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -551341.062500 Penalty: 4108.989258
	Iteration 39Q: 3 clusters Score -551341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -551342.500000 Penalty: 4108.989258
	Iteration 40F: 3 clusters Score -551342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -551344.062500 Penalty: 4108.989258
	Iteration 41Q: 3 clusters Score -551344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -551344.437500 Penalty: 4108.989258
	Iteration 42Q: 3 clusters Score -551344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -551344.062500 Penalty: 4108.989258
	Iteration 43Q: 3 clusters Score -551344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -551344.875000 Penalty: 4108.989258
	Iteration 44Q: 3 clusters Score -551344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -551346.250000 Penalty: 4108.989258
	Iteration 45Q: 3 clusters Score -551346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -551349.250000 Penalty: 4108.989258
	Iteration 46Q: 3 clusters Score -551349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -551350.125000 Penalty: 4108.989258
	Iteration 47Q: 3 clusters Score -551350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -551350.125000 Penalty: 4108.989258
	Iteration 48Q: 3 clusters Score -551350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -551350.062500 Penalty: 4108.989258
	Iteration 49Q: 3 clusters Score -551350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -551351.875000 Penalty: 4108.989258
	Iteration 50Q: 3 clusters Score -551351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -551352.125000 Penalty: 4108.989258
	Iteration 51Q: 3 clusters Score -551352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -551353.125000 Penalty: 4108.989258
	Iteration 52Q: 3 clusters Score -551353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -551355.375000 Penalty: 4108.989258
	Iteration 53Q: 3 clusters Score -551355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -551357.812500 Penalty: 4108.989258
	Iteration 54Q: 3 clusters Score -551357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -551358.812500 Penalty: 4108.989258
	Iteration 55Q: 3 clusters Score -551358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -551359.437500 Penalty: 4108.989258
	Iteration 56Q: 3 clusters Score -551359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -551360.812500 Penalty: 4108.989258
	Iteration 57Q: 3 clusters Score -551360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -551361.750000 Penalty: 4108.989258
	Iteration 58Q: 3 clusters Score -551361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -551363.625000 Penalty: 4108.989258
	Iteration 59Q: 3 clusters Score -551363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -551367.062500 Penalty: 4108.989258
	Iteration 60F: 3 clusters Score -551367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -551369.562500 Penalty: 4108.989258
	Iteration 61Q: 3 clusters Score -551369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -551370.437500 Penalty: 4108.989258
	Iteration 62Q: 3 clusters Score -551370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -551372.187500 Penalty: 4108.989258
	Iteration 63Q: 3 clusters Score -551372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -551375.625000 Penalty: 4108.989258
	Iteration 64Q: 3 clusters Score -551375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -551379.750000 Penalty: 4108.989258
	Iteration 65Q: 3 clusters Score -551379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -551382.312500 Penalty: 4108.989258
	Iteration 66Q: 3 clusters Score -551382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -551383.937500 Penalty: 4108.989258
	Iteration 67Q: 3 clusters Score -551383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -551386.437500 Penalty: 4108.989258
	Iteration 68Q: 3 clusters Score -551386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -551388.562500 Penalty: 4108.989258
	Iteration 69Q: 3 clusters Score -551388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -551389.625000 Penalty: 4108.989258
	Iteration 70Q: 3 clusters Score -551389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -551390.875000 Penalty: 4108.989258
	Iteration 71Q: 3 clusters Score -551390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -551393.375000 Penalty: 4108.989258
	Iteration 72Q: 3 clusters Score -551393.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -551395.875000 Penalty: 4108.989258
	Iteration 73Q: 3 clusters Score -551395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -551399.125000 Penalty: 4108.989258
	Iteration 74Q: 3 clusters Score -551399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -551402.625000 Penalty: 4108.989258
	Iteration 75Q: 3 clusters Score -551402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -551405.437500 Penalty: 4108.989258
	Iteration 76Q: 3 clusters Score -551405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -551407.875000 Penalty: 4108.989258
	Iteration 77Q: 3 clusters Score -551407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -551411.687500 Penalty: 4108.989258
	Iteration 78Q: 3 clusters Score -551411.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -551416.062500 Penalty: 4108.989258
	Iteration 79Q: 3 clusters Score -551416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -551420.875000 Penalty: 4108.989258
	Iteration 80F: 3 clusters Score -551420.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -551428.687500 Penalty: 4108.989258
	Iteration 81Q: 3 clusters Score -551428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -551432.312500 Penalty: 4108.989258
	Iteration 82Q: 3 clusters Score -551432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -551436.250000 Penalty: 4108.989258
	Iteration 83Q: 3 clusters Score -551436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -551439.125000 Penalty: 4108.989258
	Iteration 84Q: 3 clusters Score -551439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -551440.562500 Penalty: 4108.989258
	Iteration 85Q: 3 clusters Score -551440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -551442.687500 Penalty: 4108.989258
	Iteration 86Q: 3 clusters Score -551442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -551445.062500 Penalty: 4108.989258
	Iteration 87Q: 3 clusters Score -551445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -551446.937500 Penalty: 4108.989258
	Iteration 88Q: 3 clusters Score -551446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -551449.187500 Penalty: 4108.989258
	Iteration 89Q: 3 clusters Score -551449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -551451.562500 Penalty: 4108.989258
	Iteration 90Q: 3 clusters Score -551451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -551455.000000 Penalty: 4108.989258
	Iteration 91Q: 3 clusters Score -551455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -551458.875000 Penalty: 4108.989258
	Iteration 92Q: 3 clusters Score -551458.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -551463.187500 Penalty: 4108.989258
	Iteration 93Q: 3 clusters Score -551463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -551465.250000 Penalty: 4108.989258
	Iteration 94Q: 3 clusters Score -551465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -551467.062500 Penalty: 4108.989258
	Iteration 95Q: 3 clusters Score -551467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -551470.062500 Penalty: 4108.989258
	Iteration 96Q: 3 clusters Score -551470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -551472.375000 Penalty: 4108.989258
	Iteration 97Q: 3 clusters Score -551472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -551474.750000 Penalty: 4108.989258
	Iteration 98Q: 3 clusters Score -551474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -551477.937500 Penalty: 4108.989258
	Iteration 99Q: 3 clusters Score -551477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -551481.625000 Penalty: 4108.989258
	Iteration 100F: 3 clusters Score -551481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -551484.312500 Penalty: 4108.989258
	Iteration 101Q: 3 clusters Score -551484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -551490.000000 Penalty: 4108.989258
	Iteration 102Q: 3 clusters Score -551490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -551492.500000 Penalty: 4108.989258
	Iteration 103Q: 3 clusters Score -551492.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -551495.937500 Penalty: 4108.989258
	Iteration 104Q: 3 clusters Score -551495.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -551498.875000 Penalty: 4108.989258
	Iteration 105Q: 3 clusters Score -551498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -551502.000000 Penalty: 4108.989258
	Iteration 106Q: 3 clusters Score -551502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -551506.812500 Penalty: 4108.989258
	Iteration 107Q: 3 clusters Score -551506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -551509.687500 Penalty: 4108.989258
	Iteration 108Q: 3 clusters Score -551509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -551513.125000 Penalty: 4108.989258
	Iteration 109Q: 3 clusters Score -551513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -551516.937500 Penalty: 4108.989258
	Iteration 110Q: 3 clusters Score -551516.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -551522.125000 Penalty: 4108.989258
	Iteration 111Q: 3 clusters Score -551522.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -551530.375000 Penalty: 4108.989258
	Iteration 112Q: 3 clusters Score -551530.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -551539.812500 Penalty: 4108.989258
	Iteration 113Q: 3 clusters Score -551539.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -551553.500000 Penalty: 4108.989258
	Iteration 114Q: 3 clusters Score -551553.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -551561.875000 Penalty: 4108.989258
	Iteration 115Q: 3 clusters Score -551561.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -551571.250000 Penalty: 4108.989258
	Iteration 116Q: 3 clusters Score -551571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -551583.500000 Penalty: 4108.989258
	Iteration 117Q: 3 clusters Score -551583.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -551598.375000 Penalty: 4108.989258
	Iteration 118Q: 3 clusters Score -551598.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -551616.250000 Penalty: 4108.989258
	Iteration 119Q: 3 clusters Score -551616.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -551628.875000 Penalty: 4108.989258
	Iteration 120F: 3 clusters Score -551628.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -551641.437500 Penalty: 4108.989258
	Iteration 121Q: 3 clusters Score -551641.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -551653.312500 Penalty: 4108.989258
	Iteration 122Q: 3 clusters Score -551653.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -551664.875000 Penalty: 4108.989258
	Iteration 123Q: 3 clusters Score -551664.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -551677.000000 Penalty: 4108.989258
	Iteration 124Q: 3 clusters Score -551677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -551685.187500 Penalty: 4108.989258
	Iteration 125Q: 3 clusters Score -551685.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -551694.375000 Penalty: 4108.989258
	Iteration 126Q: 3 clusters Score -551694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -551704.500000 Penalty: 4108.989258
	Iteration 127Q: 3 clusters Score -551704.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -551721.375000 Penalty: 4108.989258
	Iteration 128Q: 3 clusters Score -551721.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -551742.250000 Penalty: 4108.989258
	Iteration 129Q: 3 clusters Score -551742.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -551764.437500 Penalty: 4108.989258
	Iteration 130Q: 3 clusters Score -551764.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -551782.062500 Penalty: 4108.989258
	Iteration 131Q: 3 clusters Score -551782.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -551796.187500 Penalty: 4108.989258
	Iteration 132Q: 3 clusters Score -551796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -551806.812500 Penalty: 4108.989258
	Iteration 133Q: 3 clusters Score -551806.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -551815.312500 Penalty: 4108.989258
	Iteration 134Q: 3 clusters Score -551815.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -551825.500000 Penalty: 4108.989258
	Iteration 135Q: 3 clusters Score -551825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -551832.437500 Penalty: 4108.989258
	Iteration 136Q: 3 clusters Score -551832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -551834.812500 Penalty: 4108.989258
	Iteration 137Q: 3 clusters Score -551834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -551837.750000 Penalty: 4108.989258
	Iteration 138Q: 3 clusters Score -551837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -551841.000000 Penalty: 4108.989258
	Iteration 139Q: 3 clusters Score -551841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -551844.937500 Penalty: 4108.989258
	Iteration 140F: 3 clusters Score -551844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -551846.687500 Penalty: 4108.989258
	Iteration 141Q: 3 clusters Score -551846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -551847.187500 Penalty: 4108.989258
	Iteration 142Q: 3 clusters Score -551847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -551848.812500 Penalty: 4108.989258
	Iteration 143Q: 3 clusters Score -551848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -551850.875000 Penalty: 4108.989258
	Iteration 144Q: 3 clusters Score -551850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -551852.750000 Penalty: 4108.989258
	Iteration 145Q: 3 clusters Score -551852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -551854.625000 Penalty: 4108.989258
	Iteration 146Q: 3 clusters Score -551854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -551859.250000 Penalty: 4108.989258
	Iteration 147Q: 3 clusters Score -551859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -551867.000000 Penalty: 4108.989258
	Iteration 148Q: 3 clusters Score -551867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -551871.375000 Penalty: 4108.989258
	Iteration 149Q: 3 clusters Score -551871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -551873.437500 Penalty: 4108.989258
	Iteration 150Q: 3 clusters Score -551873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -551873.625000 Penalty: 4108.989258
	Iteration 151Q: 3 clusters Score -551873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -551874.250000 Penalty: 4108.989258
	Iteration 152Q: 3 clusters Score -551874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -551875.812500 Penalty: 4108.989258
	Iteration 153Q: 3 clusters Score -551875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -551875.875000 Penalty: 4108.989258
	Iteration 154Q: 3 clusters Score -551875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -551875.625000 Penalty: 4108.989258
	Iteration 155Q: 3 clusters Score -551875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -551878.125000 Penalty: 4108.989258
	Iteration 156Q: 3 clusters Score -551878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -551878.812500 Penalty: 4108.989258
	Iteration 157Q: 3 clusters Score -551878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -551880.375000 Penalty: 4108.989258
	Iteration 158Q: 3 clusters Score -551880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -551880.375000 Penalty: 4108.989258
	Iteration 159F: 3 clusters Score -551880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Entering Unmasked Estep 
Score: -1329044.000000 Penalty: 2313.947021
	Iteration 0F: 2 clusters Score -1329044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1320604.250000 Penalty: 4627.894043
	Iteration 0F: 3 clusters Score -1320604 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1323518.250000 Penalty: 4627.894043
	Iteration 1F: 3 clusters Score -1323518 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1324219.500000 Penalty: 4627.894043
	Iteration 2F: 3 clusters Score -1324220 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1324934.375000 Penalty: 4627.894043
	Iteration 3F: 3 clusters Score -1324934 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1325610.625000 Penalty: 4627.894043
	Iteration 4F: 3 clusters Score -1325611 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1326127.000000 Penalty: 4627.894043
	Iteration 5F: 3 clusters Score -1326127 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1326587.375000 Penalty: 4627.894043
	Iteration 6F: 3 clusters Score -1326587 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1326939.750000 Penalty: 4627.894043
	Iteration 7Q: 3 clusters Score -1326940 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1327193.750000 Penalty: 4627.894043
	Iteration 8Q: 3 clusters Score -1327194 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1327344.750000 Penalty: 4627.894043
	Iteration 9Q: 3 clusters Score -1327345 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1327443.125000 Penalty: 4627.894043
	Iteration 10Q: 3 clusters Score -1327443 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1327505.750000 Penalty: 4627.894043
	Iteration 11Q: 3 clusters Score -1327506 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1327550.375000 Penalty: 4627.894043
	Iteration 12Q: 3 clusters Score -1327550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1327580.750000 Penalty: 4627.894043
	Iteration 13Q: 3 clusters Score -1327581 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1327615.250000 Penalty: 4627.894043
	Iteration 14Q: 3 clusters Score -1327615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1327634.625000 Penalty: 4627.894043
	Iteration 15Q: 3 clusters Score -1327635 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1327656.000000 Penalty: 4627.894043
	Iteration 16Q: 3 clusters Score -1327656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1327677.500000 Penalty: 4627.894043
	Iteration 17Q: 3 clusters Score -1327678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1327695.625000 Penalty: 4627.894043
	Iteration 18Q: 3 clusters Score -1327696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1327723.750000 Penalty: 4627.894043
	Iteration 19Q: 3 clusters Score -1327724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1327745.625000 Penalty: 4627.894043
	Iteration 20F: 3 clusters Score -1327746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1327756.125000 Penalty: 4627.894043
	Iteration 21Q: 3 clusters Score -1327756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1327774.125000 Penalty: 4627.894043
	Iteration 22Q: 3 clusters Score -1327774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1327790.000000 Penalty: 4627.894043
	Iteration 23Q: 3 clusters Score -1327790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1327800.500000 Penalty: 4627.894043
	Iteration 24Q: 3 clusters Score -1327800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1327807.625000 Penalty: 4627.894043
	Iteration 25Q: 3 clusters Score -1327808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1327817.625000 Penalty: 4627.894043
	Iteration 26Q: 3 clusters Score -1327818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1327823.250000 Penalty: 4627.894043
	Iteration 27Q: 3 clusters Score -1327823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1327826.000000 Penalty: 4627.894043
	Iteration 28Q: 3 clusters Score -1327826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1327826.625000 Penalty: 4627.894043
	Iteration 29Q: 3 clusters Score -1327827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1327830.750000 Penalty: 4627.894043
	Iteration 30Q: 3 clusters Score -1327831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1327838.500000 Penalty: 4627.894043
	Iteration 31Q: 3 clusters Score -1327838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1327837.500000 Penalty: 4627.894043
	Iteration 32Q: 3 clusters Score -1327838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1327842.500000 Penalty: 4627.894043
	Iteration 33Q: 3 clusters Score -1327842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1327844.625000 Penalty: 4627.894043
	Iteration 34Q: 3 clusters Score -1327845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1327846.875000 Penalty: 4627.894043
	Iteration 35Q: 3 clusters Score -1327847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1327850.125000 Penalty: 4627.894043
	Iteration 36Q: 3 clusters Score -1327850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1327848.250000 Penalty: 4627.894043
	Iteration 37Q: 3 clusters Score -1327848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1327847.625000 Penalty: 4627.894043
	Iteration 38Q: 3 clusters Score -1327848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1327849.000000 Penalty: 4627.894043
	Iteration 39Q: 3 clusters Score -1327849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1327848.125000 Penalty: 4627.894043
	Iteration 40F: 3 clusters Score -1327848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1327854.125000 Penalty: 4627.894043
	Iteration 41Q: 3 clusters Score -1327854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1327852.625000 Penalty: 4627.894043
	Iteration 42Q: 3 clusters Score -1327853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1327853.125000 Penalty: 4627.894043
	Iteration 43Q: 3 clusters Score -1327853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1327858.375000 Penalty: 4627.894043
	Iteration 44Q: 3 clusters Score -1327858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1327861.000000 Penalty: 4627.894043
	Iteration 45Q: 3 clusters Score -1327861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1327862.500000 Penalty: 4627.894043
	Iteration 46Q: 3 clusters Score -1327862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1327859.500000 Penalty: 4627.894043
	Iteration 47Q: 3 clusters Score -1327860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1327860.125000 Penalty: 4627.894043
	Iteration 48Q: 3 clusters Score -1327860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1327859.625000 Penalty: 4627.894043
	Iteration 49Q: 3 clusters Score -1327860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1327860.750000 Penalty: 4627.894043
	Iteration 50Q: 3 clusters Score -1327861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1327861.250000 Penalty: 4627.894043
	Iteration 51Q: 3 clusters Score -1327861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1327860.750000 Penalty: 4627.894043
	Iteration 52Q: 3 clusters Score -1327861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1327861.625000 Penalty: 4627.894043
	Iteration 53Q: 3 clusters Score -1327862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1327861.625000 Penalty: 4627.894043
	Iteration 54F: 3 clusters Score -1327862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Entering Unmasked Estep 
Score: -6332637.000000 Penalty: 2664.736084
	Iteration 0F: 2 clusters Score -6332637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -6301316.000000 Penalty: 5329.472168
	Iteration 0F: 3 clusters Score -6301316 nChanged 21439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -6312971.500000 Penalty: 5329.472168
	Iteration 1F: 3 clusters Score -6312972 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -6313479.000000 Penalty: 5329.472168
	Iteration 2Q: 3 clusters Score -6313479 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6313975.500000 Penalty: 5329.472168
	Iteration 3Q: 3 clusters Score -6313976 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -6314470.500000 Penalty: 5329.472168
	Iteration 4Q: 3 clusters Score -6314470 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6315119.000000 Penalty: 5329.472168
	Iteration 5Q: 3 clusters Score -6315119 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -6315956.000000 Penalty: 5329.472168
	Iteration 6Q: 3 clusters Score -6315956 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -6316994.500000 Penalty: 5329.472168
	Iteration 7Q: 3 clusters Score -6316994 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6318258.500000 Penalty: 5329.472168
	Iteration 8Q: 3 clusters Score -6318258 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -6319751.000000 Penalty: 5329.472168
	Iteration 9F: 3 clusters Score -6319751 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -6321437.000000 Penalty: 5329.472168
	Iteration 10F: 3 clusters Score -6321437 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -6323176.500000 Penalty: 5329.472168
	Iteration 11F: 3 clusters Score -6323176 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6324399.500000 Penalty: 5329.472168
	Iteration 12Q: 3 clusters Score -6324400 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -6324947.500000 Penalty: 5329.472168
	Iteration 13Q: 3 clusters Score -6324948 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -6325187.000000 Penalty: 5329.472168
	Iteration 14Q: 3 clusters Score -6325187 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -6325314.000000 Penalty: 5329.472168
	Iteration 15Q: 3 clusters Score -6325314 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -6325416.500000 Penalty: 5329.472168
	Iteration 16Q: 3 clusters Score -6325416 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -6325484.000000 Penalty: 5329.472168
	Iteration 17Q: 3 clusters Score -6325484 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -6325559.000000 Penalty: 5329.472168
	Iteration 18Q: 3 clusters Score -6325559 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -6325625.000000 Penalty: 5329.472168
	Iteration 19Q: 3 clusters Score -6325625 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6325688.000000 Penalty: 5329.472168
	Iteration 20F: 3 clusters Score -6325688 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6325767.000000 Penalty: 5329.472168
	Iteration 21Q: 3 clusters Score -6325767 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -6325820.000000 Penalty: 5329.472168
	Iteration 22Q: 3 clusters Score -6325820 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -6325848.500000 Penalty: 5329.472168
	Iteration 23Q: 3 clusters Score -6325848 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -6325909.000000 Penalty: 5329.472168
	Iteration 24Q: 3 clusters Score -6325909 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6325988.000000 Penalty: 5329.472168
	Iteration 25Q: 3 clusters Score -6325988 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -6326083.500000 Penalty: 5329.472168
	Iteration 26Q: 3 clusters Score -6326084 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6326161.500000 Penalty: 5329.472168
	Iteration 27Q: 3 clusters Score -6326162 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -6326217.500000 Penalty: 5329.472168
	Iteration 28Q: 3 clusters Score -6326218 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -6326294.500000 Penalty: 5329.472168
	Iteration 29Q: 3 clusters Score -6326294 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -6326374.000000 Penalty: 5329.472168
	Iteration 30Q: 3 clusters Score -6326374 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -6326444.000000 Penalty: 5329.472168
	Iteration 31Q: 3 clusters Score -6326444 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6326553.000000 Penalty: 5329.472168
	Iteration 32Q: 3 clusters Score -6326553 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -6326654.500000 Penalty: 5329.472168
	Iteration 33Q: 3 clusters Score -6326654 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6326772.000000 Penalty: 5329.472168
	Iteration 34Q: 3 clusters Score -6326772 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -6326904.500000 Penalty: 5329.472168
	Iteration 35Q: 3 clusters Score -6326904 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -6327052.000000 Penalty: 5329.472168
	Iteration 36Q: 3 clusters Score -6327052 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -6327187.500000 Penalty: 5329.472168
	Iteration 37Q: 3 clusters Score -6327188 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -6327384.000000 Penalty: 5329.472168
	Iteration 38Q: 3 clusters Score -6327384 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -6327577.500000 Penalty: 5329.472168
	Iteration 39Q: 3 clusters Score -6327578 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6327722.500000 Penalty: 5329.472168
	Iteration 40F: 3 clusters Score -6327722 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -6327878.000000 Penalty: 5329.472168
	Iteration 41Q: 3 clusters Score -6327878 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -6328064.500000 Penalty: 5329.472168
	Iteration 42Q: 3 clusters Score -6328064 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -6328245.500000 Penalty: 5329.472168
	Iteration 43Q: 3 clusters Score -6328246 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -6328429.000000 Penalty: 5329.472168
	Iteration 44Q: 3 clusters Score -6328429 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -6328605.000000 Penalty: 5329.472168
	Iteration 45Q: 3 clusters Score -6328605 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -6328741.000000 Penalty: 5329.472168
	Iteration 46Q: 3 clusters Score -6328741 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -6328898.500000 Penalty: 5329.472168
	Iteration 47Q: 3 clusters Score -6328898 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -6329028.500000 Penalty: 5329.472168
	Iteration 48Q: 3 clusters Score -6329028 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -6329189.000000 Penalty: 5329.472168
	Iteration 49Q: 3 clusters Score -6329189 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6329300.500000 Penalty: 5329.472168
	Iteration 50Q: 3 clusters Score -6329300 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6329451.000000 Penalty: 5329.472168
	Iteration 51Q: 3 clusters Score -6329451 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6329578.000000 Penalty: 5329.472168
	Iteration 52Q: 3 clusters Score -6329578 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6329680.500000 Penalty: 5329.472168
	Iteration 53Q: 3 clusters Score -6329680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6329771.000000 Penalty: 5329.472168
	Iteration 54Q: 3 clusters Score -6329771 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6329828.500000 Penalty: 5329.472168
	Iteration 55Q: 3 clusters Score -6329828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6329905.000000 Penalty: 5329.472168
	Iteration 56Q: 3 clusters Score -6329905 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6329948.500000 Penalty: 5329.472168
	Iteration 57Q: 3 clusters Score -6329948 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6330004.500000 Penalty: 5329.472168
	Iteration 58Q: 3 clusters Score -6330004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6330060.500000 Penalty: 5329.472168
	Iteration 59Q: 3 clusters Score -6330060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6330136.500000 Penalty: 5329.472168
	Iteration 60F: 3 clusters Score -6330136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6330171.000000 Penalty: 5329.472168
	Iteration 61Q: 3 clusters Score -6330171 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6330216.500000 Penalty: 5329.472168
	Iteration 62Q: 3 clusters Score -6330216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6330239.500000 Penalty: 5329.472168
	Iteration 63Q: 3 clusters Score -6330240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6330275.000000 Penalty: 5329.472168
	Iteration 64Q: 3 clusters Score -6330275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6330326.500000 Penalty: 5329.472168
	Iteration 65Q: 3 clusters Score -6330326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6330357.500000 Penalty: 5329.472168
	Iteration 66Q: 3 clusters Score -6330358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6330370.000000 Penalty: 5329.472168
	Iteration 67Q: 3 clusters Score -6330370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6330390.000000 Penalty: 5329.472168
	Iteration 68Q: 3 clusters Score -6330390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6330406.000000 Penalty: 5329.472168
	Iteration 69Q: 3 clusters Score -6330406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6330412.000000 Penalty: 5329.472168
	Iteration 70Q: 3 clusters Score -6330412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6330421.500000 Penalty: 5329.472168
	Iteration 71Q: 3 clusters Score -6330422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6330442.000000 Penalty: 5329.472168
	Iteration 72Q: 3 clusters Score -6330442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6330452.500000 Penalty: 5329.472168
	Iteration 73Q: 3 clusters Score -6330452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6330474.500000 Penalty: 5329.472168
	Iteration 74Q: 3 clusters Score -6330474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6330478.000000 Penalty: 5329.472168
	Iteration 75Q: 3 clusters Score -6330478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6330473.000000 Penalty: 5329.472168
	Iteration 76Q: 3 clusters Score -6330473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6330477.000000 Penalty: 5329.472168
	Iteration 77Q: 3 clusters Score -6330477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6330480.500000 Penalty: 5329.472168
	Iteration 78Q: 3 clusters Score -6330480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6330477.500000 Penalty: 5329.472168
	Iteration 79Q: 3 clusters Score -6330478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6330480.500000 Penalty: 5329.472168
	Iteration 80F: 3 clusters Score -6330480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6330486.500000 Penalty: 5329.472168
	Iteration 81Q: 3 clusters Score -6330486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6330493.500000 Penalty: 5329.472168
	Iteration 82Q: 3 clusters Score -6330494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6330501.000000 Penalty: 5329.472168
	Iteration 83Q: 3 clusters Score -6330501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6330504.000000 Penalty: 5329.472168
	Iteration 84Q: 3 clusters Score -6330504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6330513.500000 Penalty: 5329.472168
	Iteration 85Q: 3 clusters Score -6330514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6330509.500000 Penalty: 5329.472168
	Iteration 86Q: 3 clusters Score -6330510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6330509.000000 Penalty: 5329.472168
	Iteration 87Q: 3 clusters Score -6330509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6330512.500000 Penalty: 5329.472168
	Iteration 88Q: 3 clusters Score -6330512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6330513.500000 Penalty: 5329.472168
	Iteration 89Q: 3 clusters Score -6330514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6330508.000000 Penalty: 5329.472168
	Iteration 90Q: 3 clusters Score -6330508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6330502.500000 Penalty: 5329.472168
	Iteration 91Q: 3 clusters Score -6330502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6330501.500000 Penalty: 5329.472168
	Iteration 92Q: 3 clusters Score -6330502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6330502.000000 Penalty: 5329.472168
	Iteration 93Q: 3 clusters Score -6330502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6330506.500000 Penalty: 5329.472168
	Iteration 94Q: 3 clusters Score -6330506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6330509.500000 Penalty: 5329.472168
	Iteration 95Q: 3 clusters Score -6330510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6330520.000000 Penalty: 5329.472168
	Iteration 96Q: 3 clusters Score -6330520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6330513.500000 Penalty: 5329.472168
	Iteration 97Q: 3 clusters Score -6330514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6330521.500000 Penalty: 5329.472168
	Iteration 98Q: 3 clusters Score -6330522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6330532.500000 Penalty: 5329.472168
	Iteration 99Q: 3 clusters Score -6330532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6330532.500000 Penalty: 5329.472168
	Iteration 100F: 3 clusters Score -6330532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6330538.500000 Penalty: 5329.472168
	Iteration 101Q: 3 clusters Score -6330538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6330544.500000 Penalty: 5329.472168
	Iteration 102Q: 3 clusters Score -6330544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6330535.500000 Penalty: 5329.472168
	Iteration 103Q: 3 clusters Score -6330536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6330542.500000 Penalty: 5329.472168
	Iteration 104Q: 3 clusters Score -6330542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6330538.500000 Penalty: 5329.472168
	Iteration 105Q: 3 clusters Score -6330538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6330539.000000 Penalty: 5329.472168
	Iteration 106Q: 3 clusters Score -6330539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6330541.500000 Penalty: 5329.472168
	Iteration 107Q: 3 clusters Score -6330542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6330546.500000 Penalty: 5329.472168
	Iteration 108Q: 3 clusters Score -6330546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6330543.000000 Penalty: 5329.472168
	Iteration 109Q: 3 clusters Score -6330543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6330541.500000 Penalty: 5329.472168
	Iteration 110Q: 3 clusters Score -6330542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6330541.500000 Penalty: 5329.472168
	Iteration 111F: 3 clusters Score -6330542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -345925.531250 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -345925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342896.906250 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -342896.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -343520.781250 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -343520.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -343686.312500 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -343686.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -343765.656250 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -343765.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -343812.843750 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -343812.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -343850.687500 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -343850.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -343877.718750 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -343877.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -343898.781250 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -343898.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -343914.843750 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -343914.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -343927.625000 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -343927.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -343940.031250 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -343940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -343953.156250 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -343953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -343965.125000 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -343965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -343970.093750 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -343970.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -343980.125000 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -343980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -343988.218750 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -343988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -343995.312500 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -343995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -344001.687500 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -344001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -344006.625000 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -344006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -344010.156250 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -344010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -344012.250000 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -344012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -344015.968750 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -344016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344019.562500 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -344019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -344022.781250 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -344022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -344023.750000 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -344023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -344024.375000 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -344024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344024.531250 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -344024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -344025.812500 Penalty: 3894.616943
	Iteration 27Q: 3 clusters Score -344025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -344027.562500 Penalty: 3894.616943
	Iteration 28Q: 3 clusters Score -344027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -344027.656250 Penalty: 3894.616943
	Iteration 29Q: 3 clusters Score -344027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -344027.656250 Penalty: 3894.616943
	Iteration 30F: 3 clusters Score -344027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Entering Unmasked Estep 
Score: -22711078.000000 Penalty: 2984.024414
	Iteration 0F: 2 clusters Score -2.271108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -22601140.000000 Penalty: 5968.048828
	Iteration 0F: 3 clusters Score -2.260114e+07 nChanged 80729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -22648148.000000 Penalty: 5968.048828
	Iteration 1F: 3 clusters Score -2.264815e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -22649376.000000 Penalty: 5968.048828
	Iteration 2Q: 3 clusters Score -2.264938e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -22651070.000000 Penalty: 5968.048828
	Iteration 3Q: 3 clusters Score -2.265107e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -22653740.000000 Penalty: 5968.048828
	Iteration 4Q: 3 clusters Score -2.265374e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
Score: -22657532.000000 Penalty: 5968.048828
	Iteration 5Q: 3 clusters Score -2.265753e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -22662956.000000 Penalty: 5968.048828
	Iteration 6F: 3 clusters Score -2.266296e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -22670694.000000 Penalty: 5968.048828
	Iteration 7F: 3 clusters Score -2.267069e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -22679744.000000 Penalty: 5968.048828
	Iteration 8F: 3 clusters Score -2.267974e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -22687240.000000 Penalty: 5968.048828
	Iteration 9F: 3 clusters Score -2.268724e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -22691188.000000 Penalty: 5968.048828
	Iteration 10F: 3 clusters Score -2.269119e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -22693024.000000 Penalty: 5968.048828
	Iteration 11Q: 3 clusters Score -2.269302e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -22694214.000000 Penalty: 5968.048828
	Iteration 12Q: 3 clusters Score -2.269421e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -22695216.000000 Penalty: 5968.048828
	Iteration 13Q: 3 clusters Score -2.269522e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -22696228.000000 Penalty: 5968.048828
	Iteration 14Q: 3 clusters Score -2.269623e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -22697004.000000 Penalty: 5968.048828
	Iteration 15Q: 3 clusters Score -2.2697e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -22697750.000000 Penalty: 5968.048828
	Iteration 16Q: 3 clusters Score -2.269775e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -22698326.000000 Penalty: 5968.048828
	Iteration 17Q: 3 clusters Score -2.269833e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -22698840.000000 Penalty: 5968.048828
	Iteration 18Q: 3 clusters Score -2.269884e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -22699082.000000 Penalty: 5968.048828
	Iteration 19Q: 3 clusters Score -2.269908e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -22699264.000000 Penalty: 5968.048828
	Iteration 20F: 3 clusters Score -2.269926e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -22699568.000000 Penalty: 5968.048828
	Iteration 21Q: 3 clusters Score -2.269957e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -22699658.000000 Penalty: 5968.048828
	Iteration 22Q: 3 clusters Score -2.269966e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -22699774.000000 Penalty: 5968.048828
	Iteration 23Q: 3 clusters Score -2.269977e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -22699868.000000 Penalty: 5968.048828
	Iteration 24Q: 3 clusters Score -2.269987e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -22699958.000000 Penalty: 5968.048828
	Iteration 25Q: 3 clusters Score -2.269996e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -22699950.000000 Penalty: 5968.048828
	Iteration 26Q: 3 clusters Score -2.269995e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -22700014.000000 Penalty: 5968.048828
	Iteration 27Q: 3 clusters Score -2.270001e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -22700046.000000 Penalty: 5968.048828
	Iteration 28Q: 3 clusters Score -2.270005e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -22700010.000000 Penalty: 5968.048828
	Iteration 29Q: 3 clusters Score -2.270001e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -22700016.000000 Penalty: 5968.048828
	Iteration 30Q: 3 clusters Score -2.270002e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -22700024.000000 Penalty: 5968.048828
	Iteration 31Q: 3 clusters Score -2.270002e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -22700040.000000 Penalty: 5968.048828
	Iteration 32Q: 3 clusters Score -2.270004e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -22700118.000000 Penalty: 5968.048828
	Iteration 33Q: 3 clusters Score -2.270012e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -22700094.000000 Penalty: 5968.048828
	Iteration 34Q: 3 clusters Score -2.270009e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -22700104.000000 Penalty: 5968.048828
	Iteration 35Q: 3 clusters Score -2.27001e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -22700070.000000 Penalty: 5968.048828
	Iteration 36Q: 3 clusters Score -2.270007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -22700092.000000 Penalty: 5968.048828
	Iteration 37Q: 3 clusters Score -2.270009e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -22700078.000000 Penalty: 5968.048828
	Iteration 38Q: 3 clusters Score -2.270008e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -22700140.000000 Penalty: 5968.048828
	Iteration 39Q: 3 clusters Score -2.270014e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -22700152.000000 Penalty: 5968.048828
	Iteration 40F: 3 clusters Score -2.270015e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
Score: -22700172.000000 Penalty: 5968.048828
	Iteration 41Q: 3 clusters Score -2.270017e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -22700154.000000 Penalty: 5968.048828
	Iteration 42Q: 3 clusters Score -2.270015e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -22700176.000000 Penalty: 5968.048828
	Iteration 43Q: 3 clusters Score -2.270018e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -22700200.000000 Penalty: 5968.048828
	Iteration 44Q: 3 clusters Score -2.27002e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -22700198.000000 Penalty: 5968.048828
	Iteration 45Q: 3 clusters Score -2.27002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -22700190.000000 Penalty: 5968.048828
	Iteration 46Q: 3 clusters Score -2.270019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -22700210.000000 Penalty: 5968.048828
	Iteration 47Q: 3 clusters Score -2.270021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -22700212.000000 Penalty: 5968.048828
	Iteration 48Q: 3 clusters Score -2.270021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -22700212.000000 Penalty: 5968.048828
	Iteration 49Q: 3 clusters Score -2.270021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -22700174.000000 Penalty: 5968.048828
	Iteration 50Q: 3 clusters Score -2.270017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -22700192.000000 Penalty: 5968.048828
	Iteration 51Q: 3 clusters Score -2.270019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -22700184.000000 Penalty: 5968.048828
	Iteration 52Q: 3 clusters Score -2.270018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -22700210.000000 Penalty: 5968.048828
	Iteration 53Q: 3 clusters Score -2.270021e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -22700200.000000 Penalty: 5968.048828
	Iteration 54Q: 3 clusters Score -2.27002e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -22700234.000000 Penalty: 5968.048828
	Iteration 55Q: 3 clusters Score -2.270023e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -22700218.000000 Penalty: 5968.048828
	Iteration 56Q: 3 clusters Score -2.270022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5968.048828
	Iteration 57Q: 3 clusters Score -2.270024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5968.048828
	Iteration 58Q: 3 clusters Score -2.270024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -22700240.000000 Penalty: 5968.048828
	Iteration 59Q: 3 clusters Score -2.270024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -22700246.000000 Penalty: 5968.048828
	Iteration 60F: 3 clusters Score -2.270025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5968.048828
	Iteration 61Q: 3 clusters Score -2.270024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -22700222.000000 Penalty: 5968.048828
	Iteration 62Q: 3 clusters Score -2.270022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -22700234.000000 Penalty: 5968.048828
	Iteration 63Q: 3 clusters Score -2.270023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -22700228.000000 Penalty: 5968.048828
	Iteration 64Q: 3 clusters Score -2.270023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5968.048828
	Iteration 65Q: 3 clusters Score -2.270024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5968.048828
	Iteration 66F: 3 clusters Score -2.270024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Entering Unmasked Estep 
Score: -21937010.000000 Penalty: 2974.929688
	Iteration 0F: 2 clusters Score -2.193701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -21830106.000000 Penalty: 5949.859375
	Iteration 0F: 3 clusters Score -2.183011e+07 nChanged 77526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -21875854.000000 Penalty: 5949.859375
	Iteration 1F: 3 clusters Score -2.187585e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -21877004.000000 Penalty: 5949.859375
	Iteration 2Q: 3 clusters Score -2.1877e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 75724 members 
Entering Unmasked Estep 
Score: -21878538.000000 Penalty: 5949.859375
	Iteration 3Q: 3 clusters Score -2.187854e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -21880782.000000 Penalty: 5949.859375
	Iteration 4Q: 3 clusters Score -2.188078e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -21884410.000000 Penalty: 5949.859375
	Iteration 5Q: 3 clusters Score -2.188441e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -21890116.000000 Penalty: 5949.859375
	Iteration 6F: 3 clusters Score -2.189012e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -21898156.000000 Penalty: 5949.859375
	Iteration 7F: 3 clusters Score -2.189816e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108793 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -21906084.000000 Penalty: 5949.859375
	Iteration 8F: 3 clusters Score -2.190608e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112059 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -21910914.000000 Penalty: 5949.859375
	Iteration 9F: 3 clusters Score -2.191091e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -21912914.000000 Penalty: 5949.859375
	Iteration 10Q: 3 clusters Score -2.191291e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -21914048.000000 Penalty: 5949.859375
	Iteration 11Q: 3 clusters Score -2.191405e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -21914750.000000 Penalty: 5949.859375
	Iteration 12Q: 3 clusters Score -2.191475e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -21915510.000000 Penalty: 5949.859375
	Iteration 13Q: 3 clusters Score -2.191551e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -21916500.000000 Penalty: 5949.859375
	Iteration 14Q: 3 clusters Score -2.19165e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -21917608.000000 Penalty: 5949.859375
	Iteration 15Q: 3 clusters Score -2.191761e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -21918702.000000 Penalty: 5949.859375
	Iteration 16Q: 3 clusters Score -2.19187e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -21919804.000000 Penalty: 5949.859375
	Iteration 17Q: 3 clusters Score -2.19198e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -21921148.000000 Penalty: 5949.859375
	Iteration 18Q: 3 clusters Score -2.192115e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140284 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -21922540.000000 Penalty: 5949.859375
	Iteration 19Q: 3 clusters Score -2.192254e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143358 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -21924182.000000 Penalty: 5949.859375
	Iteration 20F: 3 clusters Score -2.192418e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -21926030.000000 Penalty: 5949.859375
	Iteration 21Q: 3 clusters Score -2.192603e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -21927372.000000 Penalty: 5949.859375
	Iteration 22Q: 3 clusters Score -2.192737e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -21929210.000000 Penalty: 5949.859375
	Iteration 23Q: 3 clusters Score -2.192921e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154104 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -21930760.000000 Penalty: 5949.859375
	Iteration 24Q: 3 clusters Score -2.193076e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -21932020.000000 Penalty: 5949.859375
	Iteration 25Q: 3 clusters Score -2.193202e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -21932956.000000 Penalty: 5949.859375
	Iteration 26Q: 3 clusters Score -2.193296e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -21933514.000000 Penalty: 5949.859375
	Iteration 27Q: 3 clusters Score -2.193351e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -21933904.000000 Penalty: 5949.859375
	Iteration 28Q: 3 clusters Score -2.19339e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -21934174.000000 Penalty: 5949.859375
	Iteration 29Q: 3 clusters Score -2.193417e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160817 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21934298.000000 Penalty: 5949.859375
	Iteration 30Q: 3 clusters Score -2.19343e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161064 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21934422.000000 Penalty: 5949.859375
	Iteration 31Q: 3 clusters Score -2.193442e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161223 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21934454.000000 Penalty: 5949.859375
	Iteration 32Q: 3 clusters Score -2.193445e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161312 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21934512.000000 Penalty: 5949.859375
	Iteration 33Q: 3 clusters Score -2.193451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21934562.000000 Penalty: 5949.859375
	Iteration 34Q: 3 clusters Score -2.193456e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21934566.000000 Penalty: 5949.859375
	Iteration 35Q: 3 clusters Score -2.193457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161452 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21934562.000000 Penalty: 5949.859375
	Iteration 36Q: 3 clusters Score -2.193456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21934572.000000 Penalty: 5949.859375
	Iteration 37Q: 3 clusters Score -2.193457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21934568.000000 Penalty: 5949.859375
	Iteration 38Q: 3 clusters Score -2.193457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -21934570.000000 Penalty: 5949.859375
	Iteration 39Q: 3 clusters Score -2.193457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -21934572.000000 Penalty: 5949.859375
	Iteration 40F: 3 clusters Score -2.193457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161518 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21934568.000000 Penalty: 5949.859375
	Iteration 41Q: 3 clusters Score -2.193457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161525 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21934556.000000 Penalty: 5949.859375
	Iteration 42Q: 3 clusters Score -2.193456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21934546.000000 Penalty: 5949.859375
	Iteration 43Q: 3 clusters Score -2.193455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21934566.000000 Penalty: 5949.859375
	Iteration 44Q: 3 clusters Score -2.193457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21934568.000000 Penalty: 5949.859375
	Iteration 45Q: 3 clusters Score -2.193457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21934570.000000 Penalty: 5949.859375
	Iteration 46Q: 3 clusters Score -2.193457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21934564.000000 Penalty: 5949.859375
	Iteration 47Q: 3 clusters Score -2.193456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161544 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21934576.000000 Penalty: 5949.859375
	Iteration 48Q: 3 clusters Score -2.193458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21934586.000000 Penalty: 5949.859375
	Iteration 49Q: 3 clusters Score -2.193459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21934592.000000 Penalty: 5949.859375
	Iteration 50Q: 3 clusters Score -2.193459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21934594.000000 Penalty: 5949.859375
	Iteration 51Q: 3 clusters Score -2.193459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21934572.000000 Penalty: 5949.859375
	Iteration 52Q: 3 clusters Score -2.193457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21934572.000000 Penalty: 5949.859375
	Iteration 53F: 3 clusters Score -2.193457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Entering Unmasked Estep 
Score: -22821110.000000 Penalty: 2984.657715
	Iteration 0F: 2 clusters Score -2.282111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -22712348.000000 Penalty: 5969.315430
	Iteration 0F: 3 clusters Score -2.271235e+07 nChanged 80725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -22758822.000000 Penalty: 5969.315430
	Iteration 1F: 3 clusters Score -2.275882e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -22759888.000000 Penalty: 5969.315430
	Iteration 2Q: 3 clusters Score -2.275989e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -22761024.000000 Penalty: 5969.315430
	Iteration 3Q: 3 clusters Score -2.276102e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -22762450.000000 Penalty: 5969.315430
	Iteration 4Q: 3 clusters Score -2.276245e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -22764416.000000 Penalty: 5969.315430
	Iteration 5Q: 3 clusters Score -2.276442e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -22767942.000000 Penalty: 5969.315430
	Iteration 6Q: 3 clusters Score -2.276794e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -22773334.000000 Penalty: 5969.315430
	Iteration 7F: 3 clusters Score -2.277333e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -22781558.000000 Penalty: 5969.315430
	Iteration 8F: 3 clusters Score -2.278156e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -22791634.000000 Penalty: 5969.315430
	Iteration 9F: 3 clusters Score -2.279163e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -22799124.000000 Penalty: 5969.315430
	Iteration 10F: 3 clusters Score -2.279912e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
Score: -22803328.000000 Penalty: 5969.315430
	Iteration 11Q: 3 clusters Score -2.280333e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -22805140.000000 Penalty: 5969.315430
	Iteration 12Q: 3 clusters Score -2.280514e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 132369 members 
Entering Unmasked Estep 
Score: -22806344.000000 Penalty: 5969.315430
	Iteration 13Q: 3 clusters Score -2.280634e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -22807438.000000 Penalty: 5969.315430
	Iteration 14Q: 3 clusters Score -2.280744e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 138366 members 
Entering Unmasked Estep 
Score: -22808494.000000 Penalty: 5969.315430
	Iteration 15Q: 3 clusters Score -2.280849e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -22809550.000000 Penalty: 5969.315430
	Iteration 16Q: 3 clusters Score -2.280955e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 143669 members 
Entering Unmasked Estep 
Score: -22810374.000000 Penalty: 5969.315430
	Iteration 17Q: 3 clusters Score -2.281037e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 146095 members 
Entering Unmasked Estep 
Score: -22811322.000000 Penalty: 5969.315430
	Iteration 18Q: 3 clusters Score -2.281132e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -22812102.000000 Penalty: 5969.315430
	Iteration 19Q: 3 clusters Score -2.28121e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 150512 members 
Entering Unmasked Estep 
Score: -22813178.000000 Penalty: 5969.315430
	Iteration 20F: 3 clusters Score -2.281318e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 152614 members 
Entering Unmasked Estep 
Score: -22814142.000000 Penalty: 5969.315430
	Iteration 21Q: 3 clusters Score -2.281414e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -22814948.000000 Penalty: 5969.315430
	Iteration 22Q: 3 clusters Score -2.281495e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -22815706.000000 Penalty: 5969.315430
	Iteration 23Q: 3 clusters Score -2.281571e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -22816452.000000 Penalty: 5969.315430
	Iteration 24Q: 3 clusters Score -2.281645e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -22816998.000000 Penalty: 5969.315430
	Iteration 25Q: 3 clusters Score -2.2817e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -22817402.000000 Penalty: 5969.315430
	Iteration 26Q: 3 clusters Score -2.28174e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 162213 members 
Entering Unmasked Estep 
Score: -22817730.000000 Penalty: 5969.315430
	Iteration 27Q: 3 clusters Score -2.281773e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -22817944.000000 Penalty: 5969.315430
	Iteration 28Q: 3 clusters Score -2.281794e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -22818170.000000 Penalty: 5969.315430
	Iteration 29Q: 3 clusters Score -2.281817e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 164642 members 
Entering Unmasked Estep 
Score: -22818350.000000 Penalty: 5969.315430
	Iteration 30Q: 3 clusters Score -2.281835e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -22818404.000000 Penalty: 5969.315430
	Iteration 31Q: 3 clusters Score -2.28184e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -22818580.000000 Penalty: 5969.315430
	Iteration 32Q: 3 clusters Score -2.281858e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -22818706.000000 Penalty: 5969.315430
	Iteration 33Q: 3 clusters Score -2.281871e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -22818768.000000 Penalty: 5969.315430
	Iteration 34Q: 3 clusters Score -2.281877e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -22818872.000000 Penalty: 5969.315430
	Iteration 35Q: 3 clusters Score -2.281887e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 166622 members 
Entering Unmasked Estep 
Score: -22818910.000000 Penalty: 5969.315430
	Iteration 36Q: 3 clusters Score -2.281891e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 166756 members 
Entering Unmasked Estep 
Score: -22818918.000000 Penalty: 5969.315430
	Iteration 37Q: 3 clusters Score -2.281892e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -22818924.000000 Penalty: 5969.315430
	Iteration 38Q: 3 clusters Score -2.281892e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 166943 members 
Entering Unmasked Estep 
Score: -22818958.000000 Penalty: 5969.315430
	Iteration 39Q: 3 clusters Score -2.281896e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 167001 members 
Entering Unmasked Estep 
Score: -22818964.000000 Penalty: 5969.315430
	Iteration 40F: 3 clusters Score -2.281896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 167047 members 
Entering Unmasked Estep 
Score: -22818984.000000 Penalty: 5969.315430
	Iteration 41Q: 3 clusters Score -2.281898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 167086 members 
Entering Unmasked Estep 
Score: -22818976.000000 Penalty: 5969.315430
	Iteration 42Q: 3 clusters Score -2.281898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -22818960.000000 Penalty: 5969.315430
	Iteration 43Q: 3 clusters Score -2.281896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 167137 members 
Entering Unmasked Estep 
Score: -22818986.000000 Penalty: 5969.315430
	Iteration 44Q: 3 clusters Score -2.281899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 167162 members 
Entering Unmasked Estep 
Score: -22818988.000000 Penalty: 5969.315430
	Iteration 45Q: 3 clusters Score -2.281899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 167197 members 
Entering Unmasked Estep 
Score: -22818976.000000 Penalty: 5969.315430
	Iteration 46Q: 3 clusters Score -2.281898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 167227 members 
Entering Unmasked Estep 
Score: -22818956.000000 Penalty: 5969.315430
	Iteration 47Q: 3 clusters Score -2.281896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -22818954.000000 Penalty: 5969.315430
	Iteration 48Q: 3 clusters Score -2.281895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 167270 members 
Entering Unmasked Estep 
Score: -22818942.000000 Penalty: 5969.315430
	Iteration 49Q: 3 clusters Score -2.281894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -22818942.000000 Penalty: 5969.315430
	Iteration 50Q: 3 clusters Score -2.281894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -22818932.000000 Penalty: 5969.315430
	Iteration 51Q: 3 clusters Score -2.281893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167332 members 
Entering Unmasked Estep 
Score: -22818942.000000 Penalty: 5969.315430
	Iteration 52Q: 3 clusters Score -2.281894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 167349 members 
Entering Unmasked Estep 
Score: -22818932.000000 Penalty: 5969.315430
	Iteration 53Q: 3 clusters Score -2.281893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 167361 members 
Entering Unmasked Estep 
Score: -22818930.000000 Penalty: 5969.315430
	Iteration 54Q: 3 clusters Score -2.281893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 167370 members 
Entering Unmasked Estep 
Score: -22818926.000000 Penalty: 5969.315430
	Iteration 55Q: 3 clusters Score -2.281893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -22818928.000000 Penalty: 5969.315430
	Iteration 56Q: 3 clusters Score -2.281893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 167379 members 
Entering Unmasked Estep 
Score: -22818928.000000 Penalty: 5969.315430
	Iteration 57Q: 3 clusters Score -2.281893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -22818936.000000 Penalty: 5969.315430
	Iteration 58Q: 3 clusters Score -2.281894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -22818934.000000 Penalty: 5969.315430
	Iteration 59Q: 3 clusters Score -2.281893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 167384 members 
Entering Unmasked Estep 
Score: -22818934.000000 Penalty: 5969.315430
	Iteration 60F: 3 clusters Score -2.281893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -22818938.000000 Penalty: 5969.315430
	Iteration 61Q: 3 clusters Score -2.281894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -22818938.000000 Penalty: 5969.315430
	Iteration 62F: 3 clusters Score -2.281894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Entering Unmasked Estep 
Score: -6074271.500000 Penalty: 2654.983643
	Iteration 0F: 2 clusters Score -6074272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -6044039.000000 Penalty: 5309.967285
	Iteration 0F: 3 clusters Score -6044039 nChanged 20636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -6055699.500000 Penalty: 5309.967285
	Iteration 1F: 3 clusters Score -6055700 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -6056536.000000 Penalty: 5309.967285
	Iteration 2Q: 3 clusters Score -6056536 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -6057696.000000 Penalty: 5309.967285
	Iteration 3F: 3 clusters Score -6057696 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -6059378.500000 Penalty: 5309.967285
	Iteration 4F: 3 clusters Score -6059378 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -6061914.000000 Penalty: 5309.967285
	Iteration 5F: 3 clusters Score -6061914 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -6064959.500000 Penalty: 5309.967285
	Iteration 6F: 3 clusters Score -6064960 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6067722.000000 Penalty: 5309.967285
	Iteration 7F: 3 clusters Score -6067722 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6069686.500000 Penalty: 5309.967285
	Iteration 8Q: 3 clusters Score -6069686 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6070797.500000 Penalty: 5309.967285
	Iteration 9Q: 3 clusters Score -6070798 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6071462.000000 Penalty: 5309.967285
	Iteration 10Q: 3 clusters Score -6071462 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6071915.500000 Penalty: 5309.967285
	Iteration 11Q: 3 clusters Score -6071916 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6072199.000000 Penalty: 5309.967285
	Iteration 12Q: 3 clusters Score -6072199 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6072353.500000 Penalty: 5309.967285
	Iteration 13Q: 3 clusters Score -6072354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6072434.000000 Penalty: 5309.967285
	Iteration 14Q: 3 clusters Score -6072434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6072461.000000 Penalty: 5309.967285
	Iteration 15Q: 3 clusters Score -6072461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6072472.000000 Penalty: 5309.967285
	Iteration 16Q: 3 clusters Score -6072472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6072491.500000 Penalty: 5309.967285
	Iteration 17Q: 3 clusters Score -6072492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6072498.500000 Penalty: 5309.967285
	Iteration 18Q: 3 clusters Score -6072498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6072503.000000 Penalty: 5309.967285
	Iteration 19Q: 3 clusters Score -6072503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6072508.500000 Penalty: 5309.967285
	Iteration 20F: 3 clusters Score -6072508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6072511.000000 Penalty: 5309.967285
	Iteration 21Q: 3 clusters Score -6072511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6072522.500000 Penalty: 5309.967285
	Iteration 22Q: 3 clusters Score -6072522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6072524.500000 Penalty: 5309.967285
	Iteration 23Q: 3 clusters Score -6072524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6072530.500000 Penalty: 5309.967285
	Iteration 24Q: 3 clusters Score -6072530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6072532.000000 Penalty: 5309.967285
	Iteration 25Q: 3 clusters Score -6072532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6072532.000000 Penalty: 5309.967285
	Iteration 26Q: 3 clusters Score -6072532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6072535.000000 Penalty: 5309.967285
	Iteration 27Q: 3 clusters Score -6072535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6072534.500000 Penalty: 5309.967285
	Iteration 28Q: 3 clusters Score -6072534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6072529.500000 Penalty: 5309.967285
	Iteration 29Q: 3 clusters Score -6072530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6072530.500000 Penalty: 5309.967285
	Iteration 30Q: 3 clusters Score -6072530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6072530.500000 Penalty: 5309.967285
	Iteration 31F: 3 clusters Score -6072530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -22842.347656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -22842.35 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: -21696.617188 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -21696.62 nChanged 22
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: -21839.441406 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -21839.44 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: -21886.814453 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21886.81 nChanged 6
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: -21938.814453 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -21938.81 nChanged 1
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: -21943.722656 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -21943.72 nChanged 0
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: -21943.722656 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -21943.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -81878.734375 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81878.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80184.257812 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80184.26 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80481.445312 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80481.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80650.015625 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80650.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80840.554688 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -80840.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80944.085938 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80944.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81011.546875 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -81011.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81043.835938 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -81043.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81084.156250 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -81084.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81120.664062 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -81120.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81144.179688 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -81144.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81163.609375 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -81163.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81181.757812 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -81181.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81196.367188 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -81196.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81213.953125 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -81213.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81237.195312 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -81237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81249.375000 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -81249.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81258.070312 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -81258.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81264.781250 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -81264.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81278.632812 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -81278.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81293.031250 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -81293.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81310.687500 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -81310.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81334.140625 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -81334.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81363.093750 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -81363.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81393.484375 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -81393.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81411.507812 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -81411.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81417.984375 Penalty: 3249.335693
	Iteration 25Q: 3 clusters Score -81417.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81428.507812 Penalty: 3249.335693
	Iteration 26Q: 3 clusters Score -81428.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81437.789062 Penalty: 3249.335693
	Iteration 27Q: 3 clusters Score -81437.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81448.812500 Penalty: 3249.335693
	Iteration 28Q: 3 clusters Score -81448.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81460.906250 Penalty: 3249.335693
	Iteration 29Q: 3 clusters Score -81460.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81465.250000 Penalty: 3249.335693
	Iteration 30Q: 3 clusters Score -81465.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81465.250000 Penalty: 3249.335693
	Iteration 31F: 3 clusters Score -81465.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42271.335938 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -42271.34 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 231 members 
Entering Unmasked Estep 
Score: -41014.472656 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -41014.47 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41350.691406 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -41350.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41570.253906 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -41570.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41799.531250 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -41799.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41920.898438 Penalty: 3032.386475
	Iteration 4F: 3 clusters Score -41920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42004.203125 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -42004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42046.464844 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -42046.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42078.167969 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -42078.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42103.812500 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -42103.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42128.210938 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -42128.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42152.863281 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -42152.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42154.886719 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -42154.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42156.597656 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -42156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42156.597656 Penalty: 3032.386475
	Iteration 13F: 3 clusters Score -42156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10109.918945 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -10109.92 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: -9292.384766 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -9292.385 nChanged 0
--- Evaluating fit on full set of 2870054 points ---
Entering Unmasked Estep 
Score: -373633504.000000 Penalty: 103256.179688
24->29 Clusters: Score -373633504.000000, best is -373811744.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 956684 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 39749 members 
Mstep: Class 3 contains 40069 members 
Mstep: Class 4 contains 40198 members 
Mstep: Class 5 contains 39471 members 
Mstep: Class 6 contains 40116 members 
Mstep: Class 7 contains 39611 members 
Mstep: Class 8 contains 39633 members 
Mstep: Class 9 contains 39684 members 
Mstep: Class 10 contains 39792 members 
Mstep: Class 11 contains 39815 members 
Mstep: Class 12 contains 39859 members 
Mstep: Class 13 contains 40004 members 
Mstep: Class 14 contains 39760 members 
Mstep: Class 15 contains 39607 members 
Mstep: Class 16 contains 40011 members 
Mstep: Class 17 contains 40039 members 
Mstep: Class 18 contains 40113 members 
Mstep: Class 19 contains 39929 members 
Mstep: Class 20 contains 39970 members 
Mstep: Class 21 contains 39768 members 
Mstep: Class 22 contains 40137 members 
Mstep: Class 23 contains 39860 members 
Mstep: Class 24 contains 39857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 161.883057 but Gain 3415.265625
Score: -120982088.000000 Penalty: 78551.085938
Iteration 0F: 24 clusters Score -1.209821e+08 nChanged 914803
Entering Unmasked Mstep 
Mstep: Class 0 contains 2603 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 44400 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 23577 members 
Mstep: Class 6 contains 40795 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 19044 members 
Mstep: Class 9 contains 38654 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 65443 members 
Mstep: Class 12 contains 109145 members 
Mstep: Class 13 contains 52417 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 10276 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 21669 members 
Mstep: Class 18 contains 136726 members 
Mstep: Class 19 contains 24953 members 
Mstep: Class 20 contains 3872 members 
Mstep: Class 21 contains 129624 members 
Mstep: Class 22 contains 24863 members 
Mstep: Class 23 contains 85435 members 
Mstep: Class 24 contains 17287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1727.272095 but Gain 3415.257812
Score: -124871416.000000 Penalty: 75135.828125
Iteration 1F: 23 clusters Score -1.248714e+08 nChanged 353641
Entering Unmasked Mstep 
Mstep: Class 0 contains 2358 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 16971 members 
Mstep: Class 6 contains 21109 members 
Mstep: Class 7 contains 8798 members 
Mstep: Class 8 contains 12870 members 
Mstep: Class 9 contains 26892 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 55987 members 
Mstep: Class 12 contains 128307 members 
Mstep: Class 13 contains 49558 members 
Mstep: Class 14 contains 1059 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 12999 members 
Mstep: Class 17 contains 30180 members 
Mstep: Class 18 contains 208841 members 
Mstep: Class 19 contains 15163 members 
Mstep: Class 21 contains 168618 members 
Mstep: Class 22 contains 17763 members 
Mstep: Class 23 contains 86763 members 
Mstep: Class 24 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125446456.000000 Penalty: 75135.828125
Iteration 2F: 23 clusters Score -1.254465e+08 nChanged 211073
Entering Unmasked Mstep 
Mstep: Class 0 contains 2041 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 20789 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 12666 members 
Mstep: Class 6 contains 12324 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 24576 members 
Mstep: Class 10 contains 10035 members 
Mstep: Class 11 contains 57644 members 
Mstep: Class 12 contains 124905 members 
Mstep: Class 13 contains 45907 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 18375 members 
Mstep: Class 17 contains 30109 members 
Mstep: Class 18 contains 250754 members 
Mstep: Class 19 contains 11463 members 
Mstep: Class 21 contains 185889 members 
Mstep: Class 22 contains 17207 members 
Mstep: Class 23 contains 83320 members 
Mstep: Class 24 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3173.530029 but Gain 3415.265625
Score: -125665736.000000 Penalty: 71720.562500
Iteration 3F: 22 clusters Score -1.256657e+08 nChanged 171417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1296 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 16603 members 
Mstep: Class 4 contains 2689 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 22384 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 63556 members 
Mstep: Class 12 contains 127897 members 
Mstep: Class 13 contains 45261 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 22235 members 
Mstep: Class 17 contains 27253 members 
Mstep: Class 18 contains 238782 members 
Mstep: Class 19 contains 8494 members 
Mstep: Class 21 contains 213726 members 
Mstep: Class 22 contains 17801 members 
Mstep: Class 23 contains 86034 members 
Mstep: Class 24 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2875.870605 but Gain 3415.265625
Score: -125837464.000000 Penalty: 68305.296875
Iteration 4F: 21 clusters Score -1.258375e+08 nChanged 139741
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 15067 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 14450 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 21202 members 
Mstep: Class 10 contains 13058 members 
Mstep: Class 11 contains 68348 members 
Mstep: Class 12 contains 130188 members 
Mstep: Class 13 contains 46317 members 
Mstep: Class 14 contains 1979 members 
Mstep: Class 16 contains 23732 members 
Mstep: Class 17 contains 24705 members 
Mstep: Class 18 contains 209094 members 
Mstep: Class 19 contains 6291 members 
Mstep: Class 21 contains 242048 members 
Mstep: Class 22 contains 18611 members 
Mstep: Class 23 contains 92085 members 
Mstep: Class 24 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2605.155273 but Gain 3415.265625
Score: -125980208.000000 Penalty: 64890.031250
Iteration 5F: 20 clusters Score -1.259802e+08 nChanged 136476
Entering Unmasked Mstep 
Mstep: Class 0 contains 648 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 18412 members 
Mstep: Class 6 contains 5041 members 
Mstep: Class 9 contains 18464 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 11 contains 72398 members 
Mstep: Class 12 contains 134838 members 
Mstep: Class 13 contains 48647 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 22571 members 
Mstep: Class 18 contains 192716 members 
Mstep: Class 19 contains 4864 members 
Mstep: Class 21 contains 246880 members 
Mstep: Class 22 contains 19539 members 
Mstep: Class 23 contains 101561 members 
Mstep: Class 24 contains 4807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126064848.000000 Penalty: 64890.031250
Iteration 6F: 20 clusters Score -1.260648e+08 nChanged 116606
Entering Unmasked Mstep 
Mstep: Class 0 contains 630 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 13277 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 23185 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 9 contains 15801 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 11 contains 76638 members 
Mstep: Class 12 contains 142049 members 
Mstep: Class 13 contains 51531 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 16 contains 23606 members 
Mstep: Class 17 contains 20735 members 
Mstep: Class 18 contains 186347 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 21 contains 232421 members 
Mstep: Class 22 contains 20493 members 
Mstep: Class 23 contains 112581 members 
Mstep: Class 24 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126142504.000000 Penalty: 64890.031250
Iteration 7F: 20 clusters Score -1.261425e+08 nChanged 99111
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 27501 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 9 contains 13326 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 80157 members 
Mstep: Class 12 contains 150627 members 
Mstep: Class 13 contains 54206 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 16 contains 23269 members 
Mstep: Class 17 contains 19024 members 
Mstep: Class 18 contains 180901 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 21 contains 218107 members 
Mstep: Class 22 contains 21379 members 
Mstep: Class 23 contains 121862 members 
Mstep: Class 24 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2940.498047 but Gain 3415.265625
Score: -126207808.000000 Penalty: 61474.765625
Iteration 8F: 19 clusters Score -1.262078e+08 nChanged 85361
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 13617 members 
Mstep: Class 11 contains 83588 members 
Mstep: Class 12 contains 160655 members 
Mstep: Class 13 contains 56061 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 16 contains 22907 members 
Mstep: Class 17 contains 17556 members 
Mstep: Class 18 contains 174741 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 21 contains 207605 members 
Mstep: Class 22 contains 22518 members 
Mstep: Class 23 contains 128530 members 
Mstep: Class 24 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126255544.000000 Penalty: 61474.765625
Iteration 9F: 19 clusters Score -1.262555e+08 nChanged 64669
Entering Unmasked Mstep 
Mstep: Class 0 contains 608 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 34372 members 
Mstep: Class 9 contains 10676 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 11 contains 84955 members 
Mstep: Class 12 contains 170195 members 
Mstep: Class 13 contains 56988 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 16 contains 22516 members 
Mstep: Class 17 contains 16227 members 
Mstep: Class 18 contains 168585 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 21 contains 198909 members 
Mstep: Class 22 contains 23329 members 
Mstep: Class 23 contains 133192 members 
Mstep: Class 24 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126283384.000000 Penalty: 61474.765625
Iteration 10F: 19 clusters Score -1.262834e+08 nChanged 48563
Entering Unmasked Mstep 
Mstep: Class 0 contains 605 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 37068 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 85747 members 
Mstep: Class 12 contains 179655 members 
Mstep: Class 13 contains 57337 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 15140 members 
Mstep: Class 18 contains 163573 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 21 contains 190211 members 
Mstep: Class 22 contains 24214 members 
Mstep: Class 23 contains 136990 members 
Mstep: Class 24 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126299528.000000 Penalty: 61474.765625
Iteration 11F: 19 clusters Score -1.262995e+08 nChanged 38323
Entering Unmasked Mstep 
Mstep: Class 0 contains 603 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 39507 members 
Mstep: Class 9 contains 10223 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 86376 members 
Mstep: Class 12 contains 188585 members 
Mstep: Class 13 contains 57575 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 21300 members 
Mstep: Class 17 contains 14237 members 
Mstep: Class 18 contains 159486 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 21 contains 181049 members 
Mstep: Class 22 contains 25069 members 
Mstep: Class 23 contains 140311 members 
Mstep: Class 24 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126308968.000000 Penalty: 61474.765625
Iteration 12Q: 19 clusters Score -1.26309e+08 nChanged 33364
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 41657 members 
Mstep: Class 9 contains 10203 members 
Mstep: Class 10 contains 13505 members 
Mstep: Class 11 contains 86982 members 
Mstep: Class 12 contains 196830 members 
Mstep: Class 13 contains 57865 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 20695 members 
Mstep: Class 17 contains 13475 members 
Mstep: Class 18 contains 156140 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 21 contains 171357 members 
Mstep: Class 22 contains 25917 members 
Mstep: Class 23 contains 143630 members 
Mstep: Class 24 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126313104.000000 Penalty: 61474.765625
Iteration 13Q: 19 clusters Score -1.263131e+08 nChanged 31585
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 43644 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 11 contains 87418 members 
Mstep: Class 12 contains 204259 members 
Mstep: Class 13 contains 58261 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 20104 members 
Mstep: Class 17 contains 12887 members 
Mstep: Class 18 contains 153590 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 21 contains 161382 members 
Mstep: Class 22 contains 26565 members 
Mstep: Class 23 contains 147067 members 
Mstep: Class 24 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126315608.000000 Penalty: 61474.765625
Iteration 14Q: 19 clusters Score -1.263156e+08 nChanged 31041
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 45440 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 13624 members 
Mstep: Class 11 contains 87765 members 
Mstep: Class 12 contains 210582 members 
Mstep: Class 13 contains 58736 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 19533 members 
Mstep: Class 17 contains 12413 members 
Mstep: Class 18 contains 151698 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 21 contains 151390 members 
Mstep: Class 22 contains 26995 members 
Mstep: Class 23 contains 150894 members 
Mstep: Class 24 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126316592.000000 Penalty: 61474.765625
Iteration 15Q: 19 clusters Score -1.263166e+08 nChanged 32018
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 47058 members 
Mstep: Class 9 contains 10428 members 
Mstep: Class 10 contains 13746 members 
Mstep: Class 11 contains 88227 members 
Mstep: Class 12 contains 216133 members 
Mstep: Class 13 contains 59417 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 18997 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 150307 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 21 contains 140518 members 
Mstep: Class 22 contains 27330 members 
Mstep: Class 23 contains 155515 members 
Mstep: Class 24 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126315096.000000 Penalty: 61474.765625
Iteration 16Q: 19 clusters Score -1.263151e+08 nChanged 33663
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 48706 members 
Mstep: Class 9 contains 10508 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 11 contains 88667 members 
Mstep: Class 12 contains 220736 members 
Mstep: Class 13 contains 60242 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 18450 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 149472 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 21 contains 128338 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 161541 members 
Mstep: Class 24 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126314184.000000 Penalty: 61474.765625
Iteration 17Q: 19 clusters Score -1.263142e+08 nChanged 33352
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5856 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 50307 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 14037 members 
Mstep: Class 11 contains 89013 members 
Mstep: Class 12 contains 222129 members 
Mstep: Class 13 contains 61134 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 17952 members 
Mstep: Class 17 contains 11562 members 
Mstep: Class 18 contains 149498 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 21 contains 116628 members 
Mstep: Class 22 contains 27913 members 
Mstep: Class 23 contains 169388 members 
Mstep: Class 24 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126313544.000000 Penalty: 61474.765625
Iteration 18Q: 19 clusters Score -1.263135e+08 nChanged 31186
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5776 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 9 contains 10649 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 89194 members 
Mstep: Class 12 contains 218573 members 
Mstep: Class 13 contains 62174 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 17515 members 
Mstep: Class 17 contains 11392 members 
Mstep: Class 18 contains 150192 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 21 contains 106891 members 
Mstep: Class 22 contains 28205 members 
Mstep: Class 23 contains 179417 members 
Mstep: Class 24 contains 2880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126315352.000000 Penalty: 61474.765625
Iteration 19Q: 19 clusters Score -1.263154e+08 nChanged 28031
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5724 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 53453 members 
Mstep: Class 9 contains 10702 members 
Mstep: Class 10 contains 14331 members 
Mstep: Class 11 contains 89130 members 
Mstep: Class 12 contains 211529 members 
Mstep: Class 13 contains 63116 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 17142 members 
Mstep: Class 17 contains 11263 members 
Mstep: Class 18 contains 150982 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 21 contains 99390 members 
Mstep: Class 22 contains 28392 members 
Mstep: Class 23 contains 190978 members 
Mstep: Class 24 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3307.037842 but Gain 3415.265625
Score: -126322168.000000 Penalty: 58059.500000
Iteration 20F: 18 clusters Score -1.263222e+08 nChanged 29420
Entering Unmasked Mstep 
Mstep: Class 0 contains 599 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 55363 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 88831 members 
Mstep: Class 12 contains 204581 members 
Mstep: Class 13 contains 63853 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 16 contains 16764 members 
Mstep: Class 17 contains 11159 members 
Mstep: Class 18 contains 151323 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 21 contains 92272 members 
Mstep: Class 22 contains 28500 members 
Mstep: Class 23 contains 203984 members 
Mstep: Class 24 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126326920.000000 Penalty: 58059.500000
Iteration 21Q: 18 clusters Score -1.263269e+08 nChanged 29636
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 56756 members 
Mstep: Class 9 contains 10776 members 
Mstep: Class 10 contains 14622 members 
Mstep: Class 11 contains 87977 members 
Mstep: Class 12 contains 195783 members 
Mstep: Class 13 contains 64472 members 
Mstep: Class 14 contains 2215 members 
Mstep: Class 16 contains 16381 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 151617 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 21 contains 85425 members 
Mstep: Class 22 contains 28580 members 
Mstep: Class 23 contains 218454 members 
Mstep: Class 24 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126326168.000000 Penalty: 58059.500000
Iteration 22Q: 18 clusters Score -1.263262e+08 nChanged 32090
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 87151 members 
Mstep: Class 12 contains 188281 members 
Mstep: Class 13 contains 65249 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 16 contains 16067 members 
Mstep: Class 17 contains 10953 members 
Mstep: Class 18 contains 152338 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 21 contains 76675 members 
Mstep: Class 22 contains 28644 members 
Mstep: Class 23 contains 232975 members 
Mstep: Class 24 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126321696.000000 Penalty: 58059.500000
Iteration 23Q: 18 clusters Score -1.263217e+08 nChanged 31791
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 59271 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 86822 members 
Mstep: Class 12 contains 183541 members 
Mstep: Class 13 contains 66258 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 16 contains 15753 members 
Mstep: Class 17 contains 10876 members 
Mstep: Class 18 contains 154004 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 21 contains 68204 members 
Mstep: Class 22 contains 28654 members 
Mstep: Class 23 contains 242879 members 
Mstep: Class 24 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126316400.000000 Penalty: 58059.500000
Iteration 24Q: 18 clusters Score -1.263164e+08 nChanged 27785
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 60594 members 
Mstep: Class 9 contains 10729 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 86950 members 
Mstep: Class 12 contains 181618 members 
Mstep: Class 13 contains 67448 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 16 contains 15465 members 
Mstep: Class 17 contains 10815 members 
Mstep: Class 18 contains 156551 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 21 contains 61870 members 
Mstep: Class 22 contains 28657 members 
Mstep: Class 23 contains 246194 members 
Mstep: Class 24 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126313392.000000 Penalty: 58059.500000
Iteration 25Q: 18 clusters Score -1.263134e+08 nChanged 23166
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 62010 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 87107 members 
Mstep: Class 12 contains 181446 members 
Mstep: Class 13 contains 68645 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 10778 members 
Mstep: Class 18 contains 159853 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 21 contains 57557 members 
Mstep: Class 22 contains 28773 members 
Mstep: Class 23 contains 244716 members 
Mstep: Class 24 contains 2754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126314576.000000 Penalty: 58059.500000
Iteration 26Q: 18 clusters Score -1.263146e+08 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5763 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 63294 members 
Mstep: Class 9 contains 10698 members 
Mstep: Class 10 contains 15224 members 
Mstep: Class 11 contains 87039 members 
Mstep: Class 12 contains 182257 members 
Mstep: Class 13 contains 69763 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 14943 members 
Mstep: Class 17 contains 10738 members 
Mstep: Class 18 contains 163518 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 21 contains 54665 members 
Mstep: Class 22 contains 28929 members 
Mstep: Class 23 contains 240878 members 
Mstep: Class 24 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126317104.000000 Penalty: 58059.500000
Iteration 27Q: 18 clusters Score -1.263171e+08 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 64581 members 
Mstep: Class 9 contains 10674 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 86820 members 
Mstep: Class 12 contains 183369 members 
Mstep: Class 13 contains 70685 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 14684 members 
Mstep: Class 17 contains 10697 members 
Mstep: Class 18 contains 167220 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 21 contains 52602 members 
Mstep: Class 22 contains 29147 members 
Mstep: Class 23 contains 236198 members 
Mstep: Class 24 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126320680.000000 Penalty: 58059.500000
Iteration 28Q: 18 clusters Score -1.263207e+08 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 65815 members 
Mstep: Class 9 contains 10642 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 86515 members 
Mstep: Class 12 contains 184678 members 
Mstep: Class 13 contains 71472 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 14432 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 170418 members 
Mstep: Class 19 contains 1998 members 
Mstep: Class 21 contains 51130 members 
Mstep: Class 22 contains 29403 members 
Mstep: Class 23 contains 231496 members 
Mstep: Class 24 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126323040.000000 Penalty: 58059.500000
Iteration 29Q: 18 clusters Score -1.26323e+08 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 67088 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 86161 members 
Mstep: Class 12 contains 185818 members 
Mstep: Class 13 contains 72184 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 14170 members 
Mstep: Class 17 contains 10665 members 
Mstep: Class 18 contains 172983 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 21 contains 50220 members 
Mstep: Class 22 contains 29699 members 
Mstep: Class 23 contains 227122 members 
Mstep: Class 24 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126325744.000000 Penalty: 58059.500000
Iteration 30Q: 18 clusters Score -1.263257e+08 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 68322 members 
Mstep: Class 9 contains 10545 members 
Mstep: Class 10 contains 15176 members 
Mstep: Class 11 contains 85752 members 
Mstep: Class 12 contains 186751 members 
Mstep: Class 13 contains 72818 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 10680 members 
Mstep: Class 18 contains 174821 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 21 contains 49662 members 
Mstep: Class 22 contains 29990 members 
Mstep: Class 23 contains 223513 members 
Mstep: Class 24 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126328112.000000 Penalty: 58059.500000
Iteration 31Q: 18 clusters Score -1.263281e+08 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5818 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 69535 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 85431 members 
Mstep: Class 12 contains 187456 members 
Mstep: Class 13 contains 73345 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13742 members 
Mstep: Class 17 contains 10694 members 
Mstep: Class 18 contains 176048 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 21 contains 49404 members 
Mstep: Class 22 contains 30211 members 
Mstep: Class 23 contains 220430 members 
Mstep: Class 24 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126330864.000000 Penalty: 58059.500000
Iteration 32Q: 18 clusters Score -1.263309e+08 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 70656 members 
Mstep: Class 9 contains 10422 members 
Mstep: Class 10 contains 15110 members 
Mstep: Class 11 contains 85125 members 
Mstep: Class 12 contains 187957 members 
Mstep: Class 13 contains 73817 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 176682 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 21 contains 49421 members 
Mstep: Class 22 contains 30401 members 
Mstep: Class 23 contains 218053 members 
Mstep: Class 24 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126332464.000000 Penalty: 58059.500000
Iteration 33Q: 18 clusters Score -1.263325e+08 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 71689 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 15063 members 
Mstep: Class 11 contains 84821 members 
Mstep: Class 12 contains 188314 members 
Mstep: Class 13 contains 74242 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 10724 members 
Mstep: Class 18 contains 176850 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 21 contains 49650 members 
Mstep: Class 22 contains 30571 members 
Mstep: Class 23 contains 216204 members 
Mstep: Class 24 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333752.000000 Penalty: 58059.500000
Iteration 34Q: 18 clusters Score -1.263338e+08 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 72670 members 
Mstep: Class 9 contains 10302 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 84532 members 
Mstep: Class 12 contains 188556 members 
Mstep: Class 13 contains 74649 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13316 members 
Mstep: Class 17 contains 10730 members 
Mstep: Class 18 contains 176711 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 21 contains 49989 members 
Mstep: Class 22 contains 30727 members 
Mstep: Class 23 contains 214708 members 
Mstep: Class 24 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126334320.000000 Penalty: 58059.500000
Iteration 35Q: 18 clusters Score -1.263343e+08 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 73574 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 84334 members 
Mstep: Class 12 contains 188630 members 
Mstep: Class 13 contains 75083 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13217 members 
Mstep: Class 17 contains 10747 members 
Mstep: Class 18 contains 176410 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 21 contains 50449 members 
Mstep: Class 22 contains 30863 members 
Mstep: Class 23 contains 213367 members 
Mstep: Class 24 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126335384.000000 Penalty: 58059.500000
Iteration 36Q: 18 clusters Score -1.263354e+08 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 74443 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 84118 members 
Mstep: Class 12 contains 188537 members 
Mstep: Class 13 contains 75434 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13144 members 
Mstep: Class 17 contains 10771 members 
Mstep: Class 18 contains 176056 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 30959 members 
Mstep: Class 23 contains 212269 members 
Mstep: Class 24 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126335784.000000 Penalty: 58059.500000
Iteration 37Q: 18 clusters Score -1.263358e+08 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 5972 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 75268 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 83939 members 
Mstep: Class 12 contains 188223 members 
Mstep: Class 13 contains 75707 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 10803 members 
Mstep: Class 18 contains 175745 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 21 contains 51607 members 
Mstep: Class 22 contains 31059 members 
Mstep: Class 23 contains 211393 members 
Mstep: Class 24 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126336400.000000 Penalty: 58059.500000
Iteration 38Q: 18 clusters Score -1.263364e+08 nChanged 5849
Entering ConstructFrom: 
Score: -126336400.000000 Penalty: 58059.500000
Entering ConstructFrom: 
Trying to split cluster 2 (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: -764367.562500 Penalty: 2157.768799
	Iteration 0F: 2 clusters Score -764367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -759181.187500 Penalty: 4315.537598
	Iteration 0F: 3 clusters Score -759181.2 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -760487.750000 Penalty: 4315.537598
	Iteration 1F: 3 clusters Score -760487.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -760710.062500 Penalty: 4315.537598
	Iteration 2F: 3 clusters Score -760710.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -760874.937500 Penalty: 4315.537598
	Iteration 3F: 3 clusters Score -760874.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -760995.562500 Penalty: 4315.537598
	Iteration 4Q: 3 clusters Score -760995.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -761079.187500 Penalty: 4315.537598
	Iteration 5Q: 3 clusters Score -761079.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -761136.625000 Penalty: 4315.537598
	Iteration 6Q: 3 clusters Score -761136.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -761186.750000 Penalty: 4315.537598
	Iteration 7Q: 3 clusters Score -761186.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -761228.000000 Penalty: 4315.537598
	Iteration 8Q: 3 clusters Score -761228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -761263.437500 Penalty: 4315.537598
	Iteration 9Q: 3 clusters Score -761263.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -761294.000000 Penalty: 4315.537598
	Iteration 10Q: 3 clusters Score -761294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -761313.250000 Penalty: 4315.537598
	Iteration 11Q: 3 clusters Score -761313.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -761331.812500 Penalty: 4315.537598
	Iteration 12Q: 3 clusters Score -761331.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -761350.250000 Penalty: 4315.537598
	Iteration 13Q: 3 clusters Score -761350.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -761366.687500 Penalty: 4315.537598
	Iteration 14Q: 3 clusters Score -761366.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -761377.562500 Penalty: 4315.537598
	Iteration 15Q: 3 clusters Score -761377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -761390.875000 Penalty: 4315.537598
	Iteration 16Q: 3 clusters Score -761390.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -761400.312500 Penalty: 4315.537598
	Iteration 17Q: 3 clusters Score -761400.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -761410.812500 Penalty: 4315.537598
	Iteration 18Q: 3 clusters Score -761410.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -761419.125000 Penalty: 4315.537598
	Iteration 19Q: 3 clusters Score -761419.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -761430.750000 Penalty: 4315.537598
	Iteration 20F: 3 clusters Score -761430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -761436.375000 Penalty: 4315.537598
	Iteration 21Q: 3 clusters Score -761436.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -761444.187500 Penalty: 4315.537598
	Iteration 22Q: 3 clusters Score -761444.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -761451.375000 Penalty: 4315.537598
	Iteration 23Q: 3 clusters Score -761451.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -761456.250000 Penalty: 4315.537598
	Iteration 24Q: 3 clusters Score -761456.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -761460.187500 Penalty: 4315.537598
	Iteration 25Q: 3 clusters Score -761460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -761464.125000 Penalty: 4315.537598
	Iteration 26Q: 3 clusters Score -761464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -761466.000000 Penalty: 4315.537598
	Iteration 27Q: 3 clusters Score -761466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -761472.687500 Penalty: 4315.537598
	Iteration 28Q: 3 clusters Score -761472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -761478.187500 Penalty: 4315.537598
	Iteration 29Q: 3 clusters Score -761478.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -761483.125000 Penalty: 4315.537598
	Iteration 30Q: 3 clusters Score -761483.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -761488.750000 Penalty: 4315.537598
	Iteration 31Q: 3 clusters Score -761488.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -761493.687500 Penalty: 4315.537598
	Iteration 32Q: 3 clusters Score -761493.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -761499.875000 Penalty: 4315.537598
	Iteration 33Q: 3 clusters Score -761499.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -761508.812500 Penalty: 4315.537598
	Iteration 34Q: 3 clusters Score -761508.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -761512.062500 Penalty: 4315.537598
	Iteration 35Q: 3 clusters Score -761512.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -761516.312500 Penalty: 4315.537598
	Iteration 36Q: 3 clusters Score -761516.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -761524.375000 Penalty: 4315.537598
	Iteration 37Q: 3 clusters Score -761524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -761528.875000 Penalty: 4315.537598
	Iteration 38Q: 3 clusters Score -761528.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -761536.250000 Penalty: 4315.537598
	Iteration 39Q: 3 clusters Score -761536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -761540.875000 Penalty: 4315.537598
	Iteration 40F: 3 clusters Score -761540.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -761545.750000 Penalty: 4315.537598
	Iteration 41Q: 3 clusters Score -761545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -761548.812500 Penalty: 4315.537598
	Iteration 42Q: 3 clusters Score -761548.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -761554.625000 Penalty: 4315.537598
	Iteration 43Q: 3 clusters Score -761554.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -761560.312500 Penalty: 4315.537598
	Iteration 44Q: 3 clusters Score -761560.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -761566.875000 Penalty: 4315.537598
	Iteration 45Q: 3 clusters Score -761566.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -761574.687500 Penalty: 4315.537598
	Iteration 46Q: 3 clusters Score -761574.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -761581.875000 Penalty: 4315.537598
	Iteration 47Q: 3 clusters Score -761581.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -761595.312500 Penalty: 4315.537598
	Iteration 48Q: 3 clusters Score -761595.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -761605.312500 Penalty: 4315.537598
	Iteration 49Q: 3 clusters Score -761605.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -761614.000000 Penalty: 4315.537598
	Iteration 50Q: 3 clusters Score -761614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -761622.562500 Penalty: 4315.537598
	Iteration 51Q: 3 clusters Score -761622.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -761633.187500 Penalty: 4315.537598
	Iteration 52Q: 3 clusters Score -761633.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -761644.187500 Penalty: 4315.537598
	Iteration 53Q: 3 clusters Score -761644.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -761655.062500 Penalty: 4315.537598
	Iteration 54Q: 3 clusters Score -761655.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -761670.437500 Penalty: 4315.537598
	Iteration 55Q: 3 clusters Score -761670.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -761694.687500 Penalty: 4315.537598
	Iteration 56Q: 3 clusters Score -761694.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -761712.750000 Penalty: 4315.537598
	Iteration 57Q: 3 clusters Score -761712.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -761736.375000 Penalty: 4315.537598
	Iteration 58Q: 3 clusters Score -761736.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -761771.312500 Penalty: 4315.537598
	Iteration 59Q: 3 clusters Score -761771.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -761814.062500 Penalty: 4315.537598
	Iteration 60F: 3 clusters Score -761814.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -761862.437500 Penalty: 4315.537598
	Iteration 61Q: 3 clusters Score -761862.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -761923.500000 Penalty: 4315.537598
	Iteration 62Q: 3 clusters Score -761923.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -761977.750000 Penalty: 4315.537598
	Iteration 63Q: 3 clusters Score -761977.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -762028.062500 Penalty: 4315.537598
	Iteration 64Q: 3 clusters Score -762028.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -762088.937500 Penalty: 4315.537598
	Iteration 65Q: 3 clusters Score -762088.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -762145.187500 Penalty: 4315.537598
	Iteration 66Q: 3 clusters Score -762145.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -762194.500000 Penalty: 4315.537598
	Iteration 67Q: 3 clusters Score -762194.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -762234.125000 Penalty: 4315.537598
	Iteration 68Q: 3 clusters Score -762234.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -762270.562500 Penalty: 4315.537598
	Iteration 69Q: 3 clusters Score -762270.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -762300.375000 Penalty: 4315.537598
	Iteration 70Q: 3 clusters Score -762300.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -762331.562500 Penalty: 4315.537598
	Iteration 71Q: 3 clusters Score -762331.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -762358.375000 Penalty: 4315.537598
	Iteration 72Q: 3 clusters Score -762358.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -762378.062500 Penalty: 4315.537598
	Iteration 73Q: 3 clusters Score -762378.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -762391.312500 Penalty: 4315.537598
	Iteration 74Q: 3 clusters Score -762391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -762400.312500 Penalty: 4315.537598
	Iteration 75Q: 3 clusters Score -762400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -762406.750000 Penalty: 4315.537598
	Iteration 76Q: 3 clusters Score -762406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -762415.625000 Penalty: 4315.537598
	Iteration 77Q: 3 clusters Score -762415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -762424.000000 Penalty: 4315.537598
	Iteration 78Q: 3 clusters Score -762424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -762433.625000 Penalty: 4315.537598
	Iteration 79Q: 3 clusters Score -762433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -762441.625000 Penalty: 4315.537598
	Iteration 80F: 3 clusters Score -762441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -762456.312500 Penalty: 4315.537598
	Iteration 81Q: 3 clusters Score -762456.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -762469.562500 Penalty: 4315.537598
	Iteration 82Q: 3 clusters Score -762469.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -762480.000000 Penalty: 4315.537598
	Iteration 83Q: 3 clusters Score -762480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -762484.500000 Penalty: 4315.537598
	Iteration 84Q: 3 clusters Score -762484.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -762491.250000 Penalty: 4315.537598
	Iteration 85Q: 3 clusters Score -762491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -762495.687500 Penalty: 4315.537598
	Iteration 86Q: 3 clusters Score -762495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -762496.437500 Penalty: 4315.537598
	Iteration 87Q: 3 clusters Score -762496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -762499.187500 Penalty: 4315.537598
	Iteration 88Q: 3 clusters Score -762499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -762503.812500 Penalty: 4315.537598
	Iteration 89Q: 3 clusters Score -762503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -762510.125000 Penalty: 4315.537598
	Iteration 90Q: 3 clusters Score -762510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -762516.125000 Penalty: 4315.537598
	Iteration 91Q: 3 clusters Score -762516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -762519.312500 Penalty: 4315.537598
	Iteration 92Q: 3 clusters Score -762519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -762523.125000 Penalty: 4315.537598
	Iteration 93Q: 3 clusters Score -762523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -762527.562500 Penalty: 4315.537598
	Iteration 94Q: 3 clusters Score -762527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -762529.187500 Penalty: 4315.537598
	Iteration 95Q: 3 clusters Score -762529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -762531.625000 Penalty: 4315.537598
	Iteration 96Q: 3 clusters Score -762531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -762534.625000 Penalty: 4315.537598
	Iteration 97Q: 3 clusters Score -762534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -762535.187500 Penalty: 4315.537598
	Iteration 98Q: 3 clusters Score -762535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -762535.187500 Penalty: 4315.537598
	Iteration 99F: 3 clusters Score -762535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -193707.031250 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -193707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -191455.515625 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -191455.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191807.640625 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -191807.6 nChanged 99
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: -191907.890625 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -191907.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191950.390625 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -191950.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -191976.343750 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -191976.3 nChanged 16
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: -191990.484375 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -191990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191999.968750 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -192000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -192006.093750 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -192006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192010.046875 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -192010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192013.312500 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -192013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192014.578125 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -192014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192015.734375 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -192015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192016.218750 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -192016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192016.687500 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -192016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192017.671875 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -192017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192019.078125 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -192019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -192021.750000 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -192021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192024.812500 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -192024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192025.375000 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -192025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -192026.015625 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -192026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192026.468750 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -192026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -192027.015625 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -192027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -192027.015625 Penalty: 3607.454102
	Iteration 22F: 3 clusters Score -192027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Entering Unmasked Estep 
Score: -10289605.000000 Penalty: 2787.180908
	Iteration 0F: 2 clusters Score -1.02896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -10238270.000000 Penalty: 5574.361816
	Iteration 0F: 3 clusters Score -1.023827e+07 nChanged 35800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -10258821.000000 Penalty: 5574.361816
	Iteration 1F: 3 clusters Score -1.025882e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -10259766.000000 Penalty: 5574.361816
	Iteration 2Q: 3 clusters Score -1.025977e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -10260858.000000 Penalty: 5574.361816
	Iteration 3Q: 3 clusters Score -1.026086e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -10262327.000000 Penalty: 5574.361816
	Iteration 4Q: 3 clusters Score -1.026233e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -10264743.000000 Penalty: 5574.361816
	Iteration 5F: 3 clusters Score -1.026474e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -10268347.000000 Penalty: 5574.361816
	Iteration 6F: 3 clusters Score -1.026835e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -10272949.000000 Penalty: 5574.361816
	Iteration 7F: 3 clusters Score -1.027295e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -10277861.000000 Penalty: 5574.361816
	Iteration 8F: 3 clusters Score -1.027786e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -10281914.000000 Penalty: 5574.361816
	Iteration 9F: 3 clusters Score -1.028191e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -10284446.000000 Penalty: 5574.361816
	Iteration 10Q: 3 clusters Score -1.028445e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -10285867.000000 Penalty: 5574.361816
	Iteration 11Q: 3 clusters Score -1.028587e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10286563.000000 Penalty: 5574.361816
	Iteration 12Q: 3 clusters Score -1.028656e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10286934.000000 Penalty: 5574.361816
	Iteration 13Q: 3 clusters Score -1.028693e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10287162.000000 Penalty: 5574.361816
	Iteration 14Q: 3 clusters Score -1.028716e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10287296.000000 Penalty: 5574.361816
	Iteration 15Q: 3 clusters Score -1.02873e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10287373.000000 Penalty: 5574.361816
	Iteration 16Q: 3 clusters Score -1.028737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10287413.000000 Penalty: 5574.361816
	Iteration 17Q: 3 clusters Score -1.028741e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10287456.000000 Penalty: 5574.361816
	Iteration 18Q: 3 clusters Score -1.028746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10287490.000000 Penalty: 5574.361816
	Iteration 19Q: 3 clusters Score -1.028749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10287507.000000 Penalty: 5574.361816
	Iteration 20F: 3 clusters Score -1.028751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10287527.000000 Penalty: 5574.361816
	Iteration 21Q: 3 clusters Score -1.028753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10287542.000000 Penalty: 5574.361816
	Iteration 22Q: 3 clusters Score -1.028754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10287561.000000 Penalty: 5574.361816
	Iteration 23Q: 3 clusters Score -1.028756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10287568.000000 Penalty: 5574.361816
	Iteration 24Q: 3 clusters Score -1.028757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10287570.000000 Penalty: 5574.361816
	Iteration 25Q: 3 clusters Score -1.028757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10287578.000000 Penalty: 5574.361816
	Iteration 26Q: 3 clusters Score -1.028758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10287594.000000 Penalty: 5574.361816
	Iteration 27Q: 3 clusters Score -1.028759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10287600.000000 Penalty: 5574.361816
	Iteration 28Q: 3 clusters Score -1.02876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10287608.000000 Penalty: 5574.361816
	Iteration 29Q: 3 clusters Score -1.028761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10287607.000000 Penalty: 5574.361816
	Iteration 30Q: 3 clusters Score -1.028761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10287605.000000 Penalty: 5574.361816
	Iteration 31Q: 3 clusters Score -1.02876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10287605.000000 Penalty: 5574.361816
	Iteration 32Q: 3 clusters Score -1.02876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10287610.000000 Penalty: 5574.361816
	Iteration 33Q: 3 clusters Score -1.028761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10287621.000000 Penalty: 5574.361816
	Iteration 34Q: 3 clusters Score -1.028762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10287623.000000 Penalty: 5574.361816
	Iteration 35Q: 3 clusters Score -1.028762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10287623.000000 Penalty: 5574.361816
	Iteration 36F: 3 clusters Score -1.028762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Entering Unmasked Estep 
Score: -1287184.750000 Penalty: 2283.692871
	Iteration 0F: 2 clusters Score -1287185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1279498.625000 Penalty: 4567.385742
	Iteration 0F: 3 clusters Score -1279499 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1281718.375000 Penalty: 4567.385742
	Iteration 1F: 3 clusters Score -1281718 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1282068.375000 Penalty: 4567.385742
	Iteration 2F: 3 clusters Score -1282068 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1282432.875000 Penalty: 4567.385742
	Iteration 3F: 3 clusters Score -1282433 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1282798.375000 Penalty: 4567.385742
	Iteration 4Q: 3 clusters Score -1282798 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1283162.250000 Penalty: 4567.385742
	Iteration 5F: 3 clusters Score -1283162 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1283474.625000 Penalty: 4567.385742
	Iteration 6F: 3 clusters Score -1283475 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1283799.250000 Penalty: 4567.385742
	Iteration 7F: 3 clusters Score -1283799 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1284102.500000 Penalty: 4567.385742
	Iteration 8F: 3 clusters Score -1284102 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1284380.125000 Penalty: 4567.385742
	Iteration 9Q: 3 clusters Score -1284380 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1284655.500000 Penalty: 4567.385742
	Iteration 10Q: 3 clusters Score -1284656 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1284905.625000 Penalty: 4567.385742
	Iteration 11Q: 3 clusters Score -1284906 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1285157.625000 Penalty: 4567.385742
	Iteration 12Q: 3 clusters Score -1285158 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1285372.625000 Penalty: 4567.385742
	Iteration 13Q: 3 clusters Score -1285373 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1285538.500000 Penalty: 4567.385742
	Iteration 14Q: 3 clusters Score -1285538 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1285667.875000 Penalty: 4567.385742
	Iteration 15Q: 3 clusters Score -1285668 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1285770.625000 Penalty: 4567.385742
	Iteration 16Q: 3 clusters Score -1285771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1285850.875000 Penalty: 4567.385742
	Iteration 17Q: 3 clusters Score -1285851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1285902.625000 Penalty: 4567.385742
	Iteration 18Q: 3 clusters Score -1285903 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1285957.375000 Penalty: 4567.385742
	Iteration 19Q: 3 clusters Score -1285957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1285993.875000 Penalty: 4567.385742
	Iteration 20F: 3 clusters Score -1285994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1286026.875000 Penalty: 4567.385742
	Iteration 21Q: 3 clusters Score -1286027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1286046.750000 Penalty: 4567.385742
	Iteration 22Q: 3 clusters Score -1286047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1286066.125000 Penalty: 4567.385742
	Iteration 23Q: 3 clusters Score -1286066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1286084.625000 Penalty: 4567.385742
	Iteration 24Q: 3 clusters Score -1286085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1286107.875000 Penalty: 4567.385742
	Iteration 25Q: 3 clusters Score -1286108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1286130.000000 Penalty: 4567.385742
	Iteration 26Q: 3 clusters Score -1286130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1286144.375000 Penalty: 4567.385742
	Iteration 27Q: 3 clusters Score -1286144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1286155.750000 Penalty: 4567.385742
	Iteration 28Q: 3 clusters Score -1286156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1286165.500000 Penalty: 4567.385742
	Iteration 29Q: 3 clusters Score -1286166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1286170.125000 Penalty: 4567.385742
	Iteration 30Q: 3 clusters Score -1286170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1286175.375000 Penalty: 4567.385742
	Iteration 31Q: 3 clusters Score -1286175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1286180.875000 Penalty: 4567.385742
	Iteration 32Q: 3 clusters Score -1286181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1286185.125000 Penalty: 4567.385742
	Iteration 33Q: 3 clusters Score -1286185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1286187.625000 Penalty: 4567.385742
	Iteration 34Q: 3 clusters Score -1286188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1286190.000000 Penalty: 4567.385742
	Iteration 35Q: 3 clusters Score -1286190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1286195.000000 Penalty: 4567.385742
	Iteration 36Q: 3 clusters Score -1286195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1286195.000000 Penalty: 4567.385742
	Iteration 37Q: 3 clusters Score -1286195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1286200.375000 Penalty: 4567.385742
	Iteration 38Q: 3 clusters Score -1286200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1286207.125000 Penalty: 4567.385742
	Iteration 39Q: 3 clusters Score -1286207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1286205.875000 Penalty: 4567.385742
	Iteration 40F: 3 clusters Score -1286206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1286210.625000 Penalty: 4567.385742
	Iteration 41Q: 3 clusters Score -1286211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1286210.875000 Penalty: 4567.385742
	Iteration 42Q: 3 clusters Score -1286211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1286215.875000 Penalty: 4567.385742
	Iteration 43Q: 3 clusters Score -1286216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1286216.250000 Penalty: 4567.385742
	Iteration 44Q: 3 clusters Score -1286216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1286218.875000 Penalty: 4567.385742
	Iteration 45Q: 3 clusters Score -1286219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1286220.125000 Penalty: 4567.385742
	Iteration 46Q: 3 clusters Score -1286220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1286224.500000 Penalty: 4567.385742
	Iteration 47Q: 3 clusters Score -1286224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1286223.125000 Penalty: 4567.385742
	Iteration 48Q: 3 clusters Score -1286223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1286228.000000 Penalty: 4567.385742
	Iteration 49Q: 3 clusters Score -1286228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1286233.125000 Penalty: 4567.385742
	Iteration 50Q: 3 clusters Score -1286233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1286234.375000 Penalty: 4567.385742
	Iteration 51Q: 3 clusters Score -1286234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1286234.375000 Penalty: 4567.385742
	Iteration 52F: 3 clusters Score -1286234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Entering Unmasked Estep 
Score: -1920869.000000 Penalty: 2382.577637
	Iteration 0F: 2 clusters Score -1920869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1910171.250000 Penalty: 4765.155273
	Iteration 0F: 3 clusters Score -1910171 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1913710.625000 Penalty: 4765.155273
	Iteration 1F: 3 clusters Score -1913711 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1914381.250000 Penalty: 4765.155273
	Iteration 2F: 3 clusters Score -1914381 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1915079.750000 Penalty: 4765.155273
	Iteration 3F: 3 clusters Score -1915080 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1915726.000000 Penalty: 4765.155273
	Iteration 4F: 3 clusters Score -1915726 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1916386.875000 Penalty: 4765.155273
	Iteration 5F: 3 clusters Score -1916387 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1917028.625000 Penalty: 4765.155273
	Iteration 6F: 3 clusters Score -1917029 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1917583.000000 Penalty: 4765.155273
	Iteration 7F: 3 clusters Score -1917583 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1918072.750000 Penalty: 4765.155273
	Iteration 8Q: 3 clusters Score -1918073 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1918472.000000 Penalty: 4765.155273
	Iteration 9Q: 3 clusters Score -1918472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1918809.750000 Penalty: 4765.155273
	Iteration 10Q: 3 clusters Score -1918810 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1919111.125000 Penalty: 4765.155273
	Iteration 11Q: 3 clusters Score -1919111 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1919365.250000 Penalty: 4765.155273
	Iteration 12Q: 3 clusters Score -1919365 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1919514.125000 Penalty: 4765.155273
	Iteration 13Q: 3 clusters Score -1919514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1919584.875000 Penalty: 4765.155273
	Iteration 14Q: 3 clusters Score -1919585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1919611.250000 Penalty: 4765.155273
	Iteration 15Q: 3 clusters Score -1919611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1919624.750000 Penalty: 4765.155273
	Iteration 16Q: 3 clusters Score -1919625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1919628.250000 Penalty: 4765.155273
	Iteration 17Q: 3 clusters Score -1919628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1919633.375000 Penalty: 4765.155273
	Iteration 18Q: 3 clusters Score -1919633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1919637.875000 Penalty: 4765.155273
	Iteration 19Q: 3 clusters Score -1919638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1919637.500000 Penalty: 4765.155273
	Iteration 20F: 3 clusters Score -1919638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1919639.125000 Penalty: 4765.155273
	Iteration 21Q: 3 clusters Score -1919639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1919641.250000 Penalty: 4765.155273
	Iteration 22Q: 3 clusters Score -1919641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1919639.750000 Penalty: 4765.155273
	Iteration 23Q: 3 clusters Score -1919640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1919639.625000 Penalty: 4765.155273
	Iteration 24Q: 3 clusters Score -1919640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1919642.625000 Penalty: 4765.155273
	Iteration 25Q: 3 clusters Score -1919643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1919642.625000 Penalty: 4765.155273
	Iteration 26F: 3 clusters Score -1919643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Entering Unmasked Estep 
Score: -11071570.000000 Penalty: 2811.312500
	Iteration 0F: 2 clusters Score -1.107157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -11015716.000000 Penalty: 5622.625000
	Iteration 0F: 3 clusters Score -1.101572e+07 nChanged 39395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -11037735.000000 Penalty: 5622.625000
	Iteration 1F: 3 clusters Score -1.103774e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -11038241.000000 Penalty: 5622.625000
	Iteration 2Q: 3 clusters Score -1.103824e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -11038584.000000 Penalty: 5622.625000
	Iteration 3Q: 3 clusters Score -1.103858e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -11038946.000000 Penalty: 5622.625000
	Iteration 4Q: 3 clusters Score -1.103895e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -11039277.000000 Penalty: 5622.625000
	Iteration 5Q: 3 clusters Score -1.103928e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -11039918.000000 Penalty: 5622.625000
	Iteration 6Q: 3 clusters Score -1.103992e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -11040627.000000 Penalty: 5622.625000
	Iteration 7Q: 3 clusters Score -1.104063e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -11041484.000000 Penalty: 5622.625000
	Iteration 8Q: 3 clusters Score -1.104148e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -11042807.000000 Penalty: 5622.625000
	Iteration 9Q: 3 clusters Score -1.104281e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -11044298.000000 Penalty: 5622.625000
	Iteration 10Q: 3 clusters Score -1.10443e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -11046197.000000 Penalty: 5622.625000
	Iteration 11Q: 3 clusters Score -1.10462e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -11048361.000000 Penalty: 5622.625000
	Iteration 12F: 3 clusters Score -1.104836e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -11050538.000000 Penalty: 5622.625000
	Iteration 13F: 3 clusters Score -1.105054e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -11052070.000000 Penalty: 5622.625000
	Iteration 14Q: 3 clusters Score -1.105207e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -11053249.000000 Penalty: 5622.625000
	Iteration 15Q: 3 clusters Score -1.105325e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -11054237.000000 Penalty: 5622.625000
	Iteration 16Q: 3 clusters Score -1.105424e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -11055085.000000 Penalty: 5622.625000
	Iteration 17Q: 3 clusters Score -1.105508e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -11056058.000000 Penalty: 5622.625000
	Iteration 18Q: 3 clusters Score -1.105606e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -11057431.000000 Penalty: 5622.625000
	Iteration 19Q: 3 clusters Score -1.105743e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -11059419.000000 Penalty: 5622.625000
	Iteration 20F: 3 clusters Score -1.105942e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -11062153.000000 Penalty: 5622.625000
	Iteration 21Q: 3 clusters Score -1.106215e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -11065070.000000 Penalty: 5622.625000
	Iteration 22Q: 3 clusters Score -1.106507e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -11067094.000000 Penalty: 5622.625000
	Iteration 23Q: 3 clusters Score -1.106709e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -11068069.000000 Penalty: 5622.625000
	Iteration 24Q: 3 clusters Score -1.106807e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -11068524.000000 Penalty: 5622.625000
	Iteration 25Q: 3 clusters Score -1.106852e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -11068764.000000 Penalty: 5622.625000
	Iteration 26Q: 3 clusters Score -1.106876e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -11068911.000000 Penalty: 5622.625000
	Iteration 27Q: 3 clusters Score -1.106891e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -11068992.000000 Penalty: 5622.625000
	Iteration 28Q: 3 clusters Score -1.106899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -11069036.000000 Penalty: 5622.625000
	Iteration 29Q: 3 clusters Score -1.106904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -11069084.000000 Penalty: 5622.625000
	Iteration 30Q: 3 clusters Score -1.106908e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -11069108.000000 Penalty: 5622.625000
	Iteration 31Q: 3 clusters Score -1.106911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -11069154.000000 Penalty: 5622.625000
	Iteration 32Q: 3 clusters Score -1.106915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -11069192.000000 Penalty: 5622.625000
	Iteration 33Q: 3 clusters Score -1.106919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -11069207.000000 Penalty: 5622.625000
	Iteration 34Q: 3 clusters Score -1.106921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -11069203.000000 Penalty: 5622.625000
	Iteration 35Q: 3 clusters Score -1.10692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -11069228.000000 Penalty: 5622.625000
	Iteration 36Q: 3 clusters Score -1.106923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -11069225.000000 Penalty: 5622.625000
	Iteration 37Q: 3 clusters Score -1.106922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -11069237.000000 Penalty: 5622.625000
	Iteration 38Q: 3 clusters Score -1.106924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -11069267.000000 Penalty: 5622.625000
	Iteration 39Q: 3 clusters Score -1.106927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -11069266.000000 Penalty: 5622.625000
	Iteration 40F: 3 clusters Score -1.106927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -11069271.000000 Penalty: 5622.625000
	Iteration 41Q: 3 clusters Score -1.106927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -11069272.000000 Penalty: 5622.625000
	Iteration 42Q: 3 clusters Score -1.106927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -11069267.000000 Penalty: 5622.625000
	Iteration 43Q: 3 clusters Score -1.106927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -11069273.000000 Penalty: 5622.625000
	Iteration 44Q: 3 clusters Score -1.106927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -11069277.000000 Penalty: 5622.625000
	Iteration 45Q: 3 clusters Score -1.106928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -11069270.000000 Penalty: 5622.625000
	Iteration 46Q: 3 clusters Score -1.106927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -11069281.000000 Penalty: 5622.625000
	Iteration 47Q: 3 clusters Score -1.106928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -11069274.000000 Penalty: 5622.625000
	Iteration 48Q: 3 clusters Score -1.106927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -11069289.000000 Penalty: 5622.625000
	Iteration 49Q: 3 clusters Score -1.106929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -11069303.000000 Penalty: 5622.625000
	Iteration 50Q: 3 clusters Score -1.10693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -11069303.000000 Penalty: 5622.625000
	Iteration 51Q: 3 clusters Score -1.10693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -11069303.000000 Penalty: 5622.625000
	Iteration 52F: 3 clusters Score -1.10693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (187762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Entering Unmasked Estep 
Score: -25370038.000000 Penalty: 3011.446533
	Iteration 0F: 2 clusters Score -2.537004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -25249814.000000 Penalty: 6022.893066
	Iteration 0F: 3 clusters Score -2.524981e+07 nChanged 90172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -25303130.000000 Penalty: 6022.893066
	Iteration 1F: 3 clusters Score -2.530313e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -25305820.000000 Penalty: 6022.893066
	Iteration 2Q: 3 clusters Score -2.530582e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -25309696.000000 Penalty: 6022.893066
	Iteration 3Q: 3 clusters Score -2.53097e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -25315678.000000 Penalty: 6022.893066
	Iteration 4F: 3 clusters Score -2.531568e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -25323784.000000 Penalty: 6022.893066
	Iteration 5F: 3 clusters Score -2.532378e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -25332848.000000 Penalty: 6022.893066
	Iteration 6F: 3 clusters Score -2.533285e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -25341630.000000 Penalty: 6022.893066
	Iteration 7F: 3 clusters Score -2.534163e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -25348792.000000 Penalty: 6022.893066
	Iteration 8F: 3 clusters Score -2.534879e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -25353190.000000 Penalty: 6022.893066
	Iteration 9Q: 3 clusters Score -2.535319e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -25355848.000000 Penalty: 6022.893066
	Iteration 10Q: 3 clusters Score -2.535585e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -25357516.000000 Penalty: 6022.893066
	Iteration 11Q: 3 clusters Score -2.535752e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161913 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -25358748.000000 Penalty: 6022.893066
	Iteration 12Q: 3 clusters Score -2.535875e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -25359762.000000 Penalty: 6022.893066
	Iteration 13Q: 3 clusters Score -2.535976e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -25360366.000000 Penalty: 6022.893066
	Iteration 14Q: 3 clusters Score -2.536037e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -25361098.000000 Penalty: 6022.893066
	Iteration 15Q: 3 clusters Score -2.53611e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -25361754.000000 Penalty: 6022.893066
	Iteration 16Q: 3 clusters Score -2.536175e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -25362532.000000 Penalty: 6022.893066
	Iteration 17Q: 3 clusters Score -2.536253e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173671 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -25363060.000000 Penalty: 6022.893066
	Iteration 18Q: 3 clusters Score -2.536306e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -25363558.000000 Penalty: 6022.893066
	Iteration 19Q: 3 clusters Score -2.536356e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -25364080.000000 Penalty: 6022.893066
	Iteration 20F: 3 clusters Score -2.536408e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -25364558.000000 Penalty: 6022.893066
	Iteration 21Q: 3 clusters Score -2.536456e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -25364950.000000 Penalty: 6022.893066
	Iteration 22Q: 3 clusters Score -2.536495e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -25365308.000000 Penalty: 6022.893066
	Iteration 23Q: 3 clusters Score -2.536531e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -25365602.000000 Penalty: 6022.893066
	Iteration 24Q: 3 clusters Score -2.53656e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180919 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -25365822.000000 Penalty: 6022.893066
	Iteration 25Q: 3 clusters Score -2.536582e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181445 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -25365964.000000 Penalty: 6022.893066
	Iteration 26Q: 3 clusters Score -2.536596e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -25366166.000000 Penalty: 6022.893066
	Iteration 27Q: 3 clusters Score -2.536617e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182326 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -25366320.000000 Penalty: 6022.893066
	Iteration 28Q: 3 clusters Score -2.536632e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182691 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -25366426.000000 Penalty: 6022.893066
	Iteration 29Q: 3 clusters Score -2.536643e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -25366538.000000 Penalty: 6022.893066
	Iteration 30Q: 3 clusters Score -2.536654e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -25366614.000000 Penalty: 6022.893066
	Iteration 31Q: 3 clusters Score -2.536661e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183603 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -25366686.000000 Penalty: 6022.893066
	Iteration 32Q: 3 clusters Score -2.536669e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183855 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -25366788.000000 Penalty: 6022.893066
	Iteration 33Q: 3 clusters Score -2.536679e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -25366922.000000 Penalty: 6022.893066
	Iteration 34Q: 3 clusters Score -2.536692e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -25367002.000000 Penalty: 6022.893066
	Iteration 35Q: 3 clusters Score -2.5367e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184378 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25367000.000000 Penalty: 6022.893066
	Iteration 36Q: 3 clusters Score -2.5367e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184502 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -25367026.000000 Penalty: 6022.893066
	Iteration 37Q: 3 clusters Score -2.536703e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25367106.000000 Penalty: 6022.893066
	Iteration 38Q: 3 clusters Score -2.536711e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184705 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -25367122.000000 Penalty: 6022.893066
	Iteration 39Q: 3 clusters Score -2.536712e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184794 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25367178.000000 Penalty: 6022.893066
	Iteration 40F: 3 clusters Score -2.536718e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -25367236.000000 Penalty: 6022.893066
	Iteration 41Q: 3 clusters Score -2.536724e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -25367290.000000 Penalty: 6022.893066
	Iteration 42Q: 3 clusters Score -2.536729e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -25367286.000000 Penalty: 6022.893066
	Iteration 43Q: 3 clusters Score -2.536729e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185041 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -25367246.000000 Penalty: 6022.893066
	Iteration 44Q: 3 clusters Score -2.536725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185090 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -25367280.000000 Penalty: 6022.893066
	Iteration 45Q: 3 clusters Score -2.536728e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -25367254.000000 Penalty: 6022.893066
	Iteration 46Q: 3 clusters Score -2.536725e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -25367280.000000 Penalty: 6022.893066
	Iteration 47Q: 3 clusters Score -2.536728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -25367278.000000 Penalty: 6022.893066
	Iteration 48Q: 3 clusters Score -2.536728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185234 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -25367304.000000 Penalty: 6022.893066
	Iteration 49Q: 3 clusters Score -2.53673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185263 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -25367308.000000 Penalty: 6022.893066
	Iteration 50Q: 3 clusters Score -2.536731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185296 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -25367312.000000 Penalty: 6022.893066
	Iteration 51Q: 3 clusters Score -2.536731e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -25367318.000000 Penalty: 6022.893066
	Iteration 52Q: 3 clusters Score -2.536732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185358 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -25367330.000000 Penalty: 6022.893066
	Iteration 53Q: 3 clusters Score -2.536733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185374 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -25367324.000000 Penalty: 6022.893066
	Iteration 54Q: 3 clusters Score -2.536732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -25367328.000000 Penalty: 6022.893066
	Iteration 55Q: 3 clusters Score -2.536733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185424 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -25367374.000000 Penalty: 6022.893066
	Iteration 56Q: 3 clusters Score -2.536737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -25367400.000000 Penalty: 6022.893066
	Iteration 57Q: 3 clusters Score -2.53674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185475 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -25367382.000000 Penalty: 6022.893066
	Iteration 58Q: 3 clusters Score -2.536738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185492 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -25367410.000000 Penalty: 6022.893066
	Iteration 59Q: 3 clusters Score -2.536741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -25367400.000000 Penalty: 6022.893066
	Iteration 60F: 3 clusters Score -2.53674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -25367398.000000 Penalty: 6022.893066
	Iteration 61Q: 3 clusters Score -2.53674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185521 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -25367392.000000 Penalty: 6022.893066
	Iteration 62Q: 3 clusters Score -2.536739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185530 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -25367400.000000 Penalty: 6022.893066
	Iteration 63Q: 3 clusters Score -2.53674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185543 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -25367388.000000 Penalty: 6022.893066
	Iteration 64Q: 3 clusters Score -2.536739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185554 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -25367386.000000 Penalty: 6022.893066
	Iteration 65Q: 3 clusters Score -2.536739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185559 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -25367386.000000 Penalty: 6022.893066
	Iteration 66Q: 3 clusters Score -2.536739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185564 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -25367386.000000 Penalty: 6022.893066
	Iteration 67Q: 3 clusters Score -2.536739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185567 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -25367398.000000 Penalty: 6022.893066
	Iteration 68Q: 3 clusters Score -2.53674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185570 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -25367404.000000 Penalty: 6022.893066
	Iteration 69Q: 3 clusters Score -2.53674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185573 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -25367386.000000 Penalty: 6022.893066
	Iteration 70Q: 3 clusters Score -2.536739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185577 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -25367396.000000 Penalty: 6022.893066
	Iteration 71Q: 3 clusters Score -2.53674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -25367374.000000 Penalty: 6022.893066
	Iteration 72Q: 3 clusters Score -2.536737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185591 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25367404.000000 Penalty: 6022.893066
	Iteration 73Q: 3 clusters Score -2.53674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -25367398.000000 Penalty: 6022.893066
	Iteration 74Q: 3 clusters Score -2.53674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185606 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -25367384.000000 Penalty: 6022.893066
	Iteration 75Q: 3 clusters Score -2.536738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185614 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -25367398.000000 Penalty: 6022.893066
	Iteration 76Q: 3 clusters Score -2.53674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185626 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -25367390.000000 Penalty: 6022.893066
	Iteration 77Q: 3 clusters Score -2.536739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185637 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25367398.000000 Penalty: 6022.893066
	Iteration 78Q: 3 clusters Score -2.53674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185648 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -25367386.000000 Penalty: 6022.893066
	Iteration 79Q: 3 clusters Score -2.536739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185659 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -25367408.000000 Penalty: 6022.893066
	Iteration 80F: 3 clusters Score -2.536741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185678 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -25367406.000000 Penalty: 6022.893066
	Iteration 81Q: 3 clusters Score -2.536741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185688 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -25367424.000000 Penalty: 6022.893066
	Iteration 82Q: 3 clusters Score -2.536742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185694 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -25367428.000000 Penalty: 6022.893066
	Iteration 83Q: 3 clusters Score -2.536743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185697 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -25367428.000000 Penalty: 6022.893066
	Iteration 84Q: 3 clusters Score -2.536743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185699 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25367418.000000 Penalty: 6022.893066
	Iteration 85Q: 3 clusters Score -2.536742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185699 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25367420.000000 Penalty: 6022.893066
	Iteration 86Q: 3 clusters Score -2.536742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -25367422.000000 Penalty: 6022.893066
	Iteration 87Q: 3 clusters Score -2.536742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185707 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -25367426.000000 Penalty: 6022.893066
	Iteration 88Q: 3 clusters Score -2.536743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185708 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -25367452.000000 Penalty: 6022.893066
	Iteration 89Q: 3 clusters Score -2.536745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185709 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -25367448.000000 Penalty: 6022.893066
	Iteration 90Q: 3 clusters Score -2.536745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -25367422.000000 Penalty: 6022.893066
	Iteration 91Q: 3 clusters Score -2.536742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185716 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -25367428.000000 Penalty: 6022.893066
	Iteration 92Q: 3 clusters Score -2.536743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185721 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -25367454.000000 Penalty: 6022.893066
	Iteration 93Q: 3 clusters Score -2.536745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185723 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -25367472.000000 Penalty: 6022.893066
	Iteration 94Q: 3 clusters Score -2.536747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185727 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -25367456.000000 Penalty: 6022.893066
	Iteration 95Q: 3 clusters Score -2.536746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185732 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -25367442.000000 Penalty: 6022.893066
	Iteration 96Q: 3 clusters Score -2.536744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25367462.000000 Penalty: 6022.893066
	Iteration 97Q: 3 clusters Score -2.536746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185739 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -25367464.000000 Penalty: 6022.893066
	Iteration 98Q: 3 clusters Score -2.536746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185745 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -25367466.000000 Penalty: 6022.893066
	Iteration 99Q: 3 clusters Score -2.536747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -25367476.000000 Penalty: 6022.893066
	Iteration 100F: 3 clusters Score -2.536748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185743 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -25367466.000000 Penalty: 6022.893066
	Iteration 101Q: 3 clusters Score -2.536747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -25367476.000000 Penalty: 6022.893066
	Iteration 102Q: 3 clusters Score -2.536748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185743 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -25367484.000000 Penalty: 6022.893066
	Iteration 103Q: 3 clusters Score -2.536748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -25367474.000000 Penalty: 6022.893066
	Iteration 104Q: 3 clusters Score -2.536747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185745 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -25367466.000000 Penalty: 6022.893066
	Iteration 105Q: 3 clusters Score -2.536747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185747 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -25367464.000000 Penalty: 6022.893066
	Iteration 106Q: 3 clusters Score -2.536746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185749 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25367468.000000 Penalty: 6022.893066
	Iteration 107Q: 3 clusters Score -2.536747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185750 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -25367472.000000 Penalty: 6022.893066
	Iteration 108Q: 3 clusters Score -2.536747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185750 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -25367472.000000 Penalty: 6022.893066
	Iteration 109F: 3 clusters Score -2.536747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Entering Unmasked Estep 
Score: -10311308.000000 Penalty: 2786.841553
	Iteration 0F: 2 clusters Score -1.031131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -10260453.000000 Penalty: 5573.683105
	Iteration 0F: 3 clusters Score -1.026045e+07 nChanged 35591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -10280609.000000 Penalty: 5573.683105
	Iteration 1F: 3 clusters Score -1.028061e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -10281262.000000 Penalty: 5573.683105
	Iteration 2Q: 3 clusters Score -1.028126e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -10282036.000000 Penalty: 5573.683105
	Iteration 3Q: 3 clusters Score -1.028204e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -10282981.000000 Penalty: 5573.683105
	Iteration 4Q: 3 clusters Score -1.028298e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -10284431.000000 Penalty: 5573.683105
	Iteration 5Q: 3 clusters Score -1.028443e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -10286626.000000 Penalty: 5573.683105
	Iteration 6Q: 3 clusters Score -1.028663e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -10289551.000000 Penalty: 5573.683105
	Iteration 7F: 3 clusters Score -1.028955e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -10293072.000000 Penalty: 5573.683105
	Iteration 8F: 3 clusters Score -1.029307e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -10296806.000000 Penalty: 5573.683105
	Iteration 9F: 3 clusters Score -1.029681e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -10300142.000000 Penalty: 5573.683105
	Iteration 10F: 3 clusters Score -1.030014e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -10302642.000000 Penalty: 5573.683105
	Iteration 11Q: 3 clusters Score -1.030264e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -10304376.000000 Penalty: 5573.683105
	Iteration 12Q: 3 clusters Score -1.030438e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -10305678.000000 Penalty: 5573.683105
	Iteration 13Q: 3 clusters Score -1.030568e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -10306668.000000 Penalty: 5573.683105
	Iteration 14Q: 3 clusters Score -1.030667e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -10307370.000000 Penalty: 5573.683105
	Iteration 15Q: 3 clusters Score -1.030737e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -10307866.000000 Penalty: 5573.683105
	Iteration 16Q: 3 clusters Score -1.030787e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -10308206.000000 Penalty: 5573.683105
	Iteration 17Q: 3 clusters Score -1.030821e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -10308420.000000 Penalty: 5573.683105
	Iteration 18Q: 3 clusters Score -1.030842e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -10308522.000000 Penalty: 5573.683105
	Iteration 19Q: 3 clusters Score -1.030852e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -10308631.000000 Penalty: 5573.683105
	Iteration 20F: 3 clusters Score -1.030863e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -10308741.000000 Penalty: 5573.683105
	Iteration 21Q: 3 clusters Score -1.030874e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -10308799.000000 Penalty: 5573.683105
	Iteration 22Q: 3 clusters Score -1.03088e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -10308846.000000 Penalty: 5573.683105
	Iteration 23Q: 3 clusters Score -1.030885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -10308872.000000 Penalty: 5573.683105
	Iteration 24Q: 3 clusters Score -1.030887e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -10308884.000000 Penalty: 5573.683105
	Iteration 25Q: 3 clusters Score -1.030888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -10308906.000000 Penalty: 5573.683105
	Iteration 26Q: 3 clusters Score -1.030891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -10308915.000000 Penalty: 5573.683105
	Iteration 27Q: 3 clusters Score -1.030892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -10308925.000000 Penalty: 5573.683105
	Iteration 28Q: 3 clusters Score -1.030892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -10308923.000000 Penalty: 5573.683105
	Iteration 29Q: 3 clusters Score -1.030892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -10308924.000000 Penalty: 5573.683105
	Iteration 30Q: 3 clusters Score -1.030892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -10308923.000000 Penalty: 5573.683105
	Iteration 31Q: 3 clusters Score -1.030892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -10308923.000000 Penalty: 5573.683105
	Iteration 32Q: 3 clusters Score -1.030892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -10308924.000000 Penalty: 5573.683105
	Iteration 33Q: 3 clusters Score -1.030892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -10308926.000000 Penalty: 5573.683105
	Iteration 34Q: 3 clusters Score -1.030893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -10308926.000000 Penalty: 5573.683105
	Iteration 35F: 3 clusters Score -1.030893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -232988.890625 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -232988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -230625.328125 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -230625.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -233110.609375 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -233110.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -235253.421875 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -235253.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -236530.171875 Penalty: 3820.243896
	Iteration 3F: 3 clusters Score -236530.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -236906.718750 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -236906.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -237083.609375 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -237083.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237205.156250 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -237205.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237274.421875 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -237274.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -237362.890625 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -237362.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -237508.000000 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -237508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -237719.750000 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -237719.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237953.703125 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -237953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -237983.265625 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -237983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -237988.359375 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -237988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -237989.203125 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -237989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -237989.562500 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -237989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -237998.187500 Penalty: 3820.243896
	Iteration 16F: 3 clusters Score -237998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -238004.265625 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -238004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -238004.265625 Penalty: 3820.243896
	Iteration 18F: 3 clusters Score -238004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 76011 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 14871 members 
Mstep: Class 11 contains 83779 members 
Mstep: Class 12 contains 187762 members 
Mstep: Class 13 contains 75907 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 16 contains 13036 members 
Mstep: Class 17 contains 10828 members 
Mstep: Class 18 contains 175400 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 21 contains 52378 members 
Mstep: Class 22 contains 31156 members 
Mstep: Class 23 contains 210644 members 
Mstep: Class 24 contains 2655 members 
Entering Unmasked Estep 
Score: -126341096.000000 Penalty: 61474.765625
Splitting cluster 14 changes total score from -126336400.000000 to -126341096.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 16 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1676012.375000 Penalty: 2349.916504
	Iteration 0F: 2 clusters Score -1676012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1666447.125000 Penalty: 4699.833008
	Iteration 0F: 3 clusters Score -1666447 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1669395.000000 Penalty: 4699.833008
	Iteration 1F: 3 clusters Score -1669395 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1669747.125000 Penalty: 4699.833008
	Iteration 2F: 3 clusters Score -1669747 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1670055.250000 Penalty: 4699.833008
	Iteration 3F: 3 clusters Score -1670055 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1670368.750000 Penalty: 4699.833008
	Iteration 4Q: 3 clusters Score -1670369 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1670711.625000 Penalty: 4699.833008
	Iteration 5Q: 3 clusters Score -1670712 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1671076.125000 Penalty: 4699.833008
	Iteration 6Q: 3 clusters Score -1671076 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1671509.875000 Penalty: 4699.833008
	Iteration 7F: 3 clusters Score -1671510 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1672043.750000 Penalty: 4699.833008
	Iteration 8F: 3 clusters Score -1672044 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1672564.625000 Penalty: 4699.833008
	Iteration 9F: 3 clusters Score -1672565 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1672992.250000 Penalty: 4699.833008
	Iteration 10Q: 3 clusters Score -1672992 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1673322.625000 Penalty: 4699.833008
	Iteration 11Q: 3 clusters Score -1673323 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1673618.625000 Penalty: 4699.833008
	Iteration 12Q: 3 clusters Score -1673619 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1673898.625000 Penalty: 4699.833008
	Iteration 13Q: 3 clusters Score -1673899 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1674165.750000 Penalty: 4699.833008
	Iteration 14Q: 3 clusters Score -1674166 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1674376.625000 Penalty: 4699.833008
	Iteration 15Q: 3 clusters Score -1674377 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1674509.750000 Penalty: 4699.833008
	Iteration 16Q: 3 clusters Score -1674510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1674625.625000 Penalty: 4699.833008
	Iteration 17Q: 3 clusters Score -1674626 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1674697.750000 Penalty: 4699.833008
	Iteration 18Q: 3 clusters Score -1674698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1674743.250000 Penalty: 4699.833008
	Iteration 19Q: 3 clusters Score -1674743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1674774.625000 Penalty: 4699.833008
	Iteration 20F: 3 clusters Score -1674775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1674796.125000 Penalty: 4699.833008
	Iteration 21Q: 3 clusters Score -1674796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1674810.625000 Penalty: 4699.833008
	Iteration 22Q: 3 clusters Score -1674811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1674818.875000 Penalty: 4699.833008
	Iteration 23Q: 3 clusters Score -1674819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1674824.125000 Penalty: 4699.833008
	Iteration 24Q: 3 clusters Score -1674824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1674827.125000 Penalty: 4699.833008
	Iteration 25Q: 3 clusters Score -1674827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1674829.375000 Penalty: 4699.833008
	Iteration 26Q: 3 clusters Score -1674829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1674830.125000 Penalty: 4699.833008
	Iteration 27Q: 3 clusters Score -1674830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1674831.000000 Penalty: 4699.833008
	Iteration 28Q: 3 clusters Score -1674831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1674835.875000 Penalty: 4699.833008
	Iteration 29Q: 3 clusters Score -1674836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1674834.875000 Penalty: 4699.833008
	Iteration 30Q: 3 clusters Score -1674835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1674835.375000 Penalty: 4699.833008
	Iteration 31Q: 3 clusters Score -1674835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1674836.875000 Penalty: 4699.833008
	Iteration 32Q: 3 clusters Score -1674837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1674836.875000 Penalty: 4699.833008
	Iteration 33F: 3 clusters Score -1674837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1262351.125000 Penalty: 2303.892822
	Iteration 0F: 2 clusters Score -1262351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1254350.750000 Penalty: 4607.785645
	Iteration 0F: 3 clusters Score -1254351 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1257174.125000 Penalty: 4607.785645
	Iteration 1F: 3 clusters Score -1257174 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1258211.625000 Penalty: 4607.785645
	Iteration 2F: 3 clusters Score -1258212 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1259754.750000 Penalty: 4607.785645
	Iteration 3F: 3 clusters Score -1259755 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1261746.375000 Penalty: 4607.785645
	Iteration 4F: 3 clusters Score -1261746 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1263212.000000 Penalty: 4607.785645
	Iteration 5F: 3 clusters Score -1263212 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1263926.125000 Penalty: 4607.785645
	Iteration 6F: 3 clusters Score -1263926 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1264412.250000 Penalty: 4607.785645
	Iteration 7Q: 3 clusters Score -1264412 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1264765.500000 Penalty: 4607.785645
	Iteration 8Q: 3 clusters Score -1264766 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1264963.250000 Penalty: 4607.785645
	Iteration 9Q: 3 clusters Score -1264963 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1265075.750000 Penalty: 4607.785645
	Iteration 10Q: 3 clusters Score -1265076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1265125.000000 Penalty: 4607.785645
	Iteration 11Q: 3 clusters Score -1265125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1265147.875000 Penalty: 4607.785645
	Iteration 12Q: 3 clusters Score -1265148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1265164.000000 Penalty: 4607.785645
	Iteration 13Q: 3 clusters Score -1265164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1265176.000000 Penalty: 4607.785645
	Iteration 14Q: 3 clusters Score -1265176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1265175.375000 Penalty: 4607.785645
	Iteration 15Q: 3 clusters Score -1265175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1265177.125000 Penalty: 4607.785645
	Iteration 16Q: 3 clusters Score -1265177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1265177.500000 Penalty: 4607.785645
	Iteration 17Q: 3 clusters Score -1265178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1265179.750000 Penalty: 4607.785645
	Iteration 18Q: 3 clusters Score -1265180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1265180.250000 Penalty: 4607.785645
	Iteration 19F: 3 clusters Score -1265180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1265181.250000 Penalty: 4607.785645
	Iteration 20F: 3 clusters Score -1265181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1265181.000000 Penalty: 4607.785645
	Iteration 21Q: 3 clusters Score -1265181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1265181.000000 Penalty: 4607.785645
	Iteration 22F: 3 clusters Score -1265181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 9882 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 76011 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 14871 members 
Mstep: Class 11 contains 83779 members 
Mstep: Class 12 contains 187762 members 
Mstep: Class 13 contains 75907 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 16 contains 13036 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 175400 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 21 contains 52378 members 
Mstep: Class 22 contains 31156 members 
Mstep: Class 23 contains 210644 members 
Mstep: Class 24 contains 2655 members 
Entering Unmasked Estep 
Score: -126342824.000000 Penalty: 64890.031250
Splitting cluster 17 changes total score from -126336400.000000 to -126342824.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (175400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Entering Unmasked Estep 
Score: -23724244.000000 Penalty: 2994.556396
	Iteration 0F: 2 clusters Score -2.372424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -23612426.000000 Penalty: 5989.112793
	Iteration 0F: 3 clusters Score -2.361243e+07 nChanged 84217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -23661550.000000 Penalty: 5989.112793
	Iteration 1F: 3 clusters Score -2.366155e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -23663090.000000 Penalty: 5989.112793
	Iteration 2Q: 3 clusters Score -2.366309e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -23664822.000000 Penalty: 5989.112793
	Iteration 3Q: 3 clusters Score -2.366482e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -23666968.000000 Penalty: 5989.112793
	Iteration 4Q: 3 clusters Score -2.366697e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -23670050.000000 Penalty: 5989.112793
	Iteration 5Q: 3 clusters Score -2.367005e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -23673984.000000 Penalty: 5989.112793
	Iteration 6Q: 3 clusters Score -2.367398e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -23679364.000000 Penalty: 5989.112793
	Iteration 7F: 3 clusters Score -2.367936e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -23686496.000000 Penalty: 5989.112793
	Iteration 8F: 3 clusters Score -2.36865e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -23693860.000000 Penalty: 5989.112793
	Iteration 9F: 3 clusters Score -2.369386e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -23700008.000000 Penalty: 5989.112793
	Iteration 10F: 3 clusters Score -2.370001e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -23703664.000000 Penalty: 5989.112793
	Iteration 11Q: 3 clusters Score -2.370366e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -23705500.000000 Penalty: 5989.112793
	Iteration 12Q: 3 clusters Score -2.37055e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -23706484.000000 Penalty: 5989.112793
	Iteration 13Q: 3 clusters Score -2.370648e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -23707274.000000 Penalty: 5989.112793
	Iteration 14Q: 3 clusters Score -2.370727e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -23707982.000000 Penalty: 5989.112793
	Iteration 15Q: 3 clusters Score -2.370798e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -23708698.000000 Penalty: 5989.112793
	Iteration 16Q: 3 clusters Score -2.37087e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -23709666.000000 Penalty: 5989.112793
	Iteration 17Q: 3 clusters Score -2.370967e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -23710676.000000 Penalty: 5989.112793
	Iteration 18Q: 3 clusters Score -2.371068e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -23711786.000000 Penalty: 5989.112793
	Iteration 19Q: 3 clusters Score -2.371179e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 116458 members 
Entering Unmasked Estep 
Score: -23712950.000000 Penalty: 5989.112793
	Iteration 20F: 3 clusters Score -2.371295e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -23714208.000000 Penalty: 5989.112793
	Iteration 21Q: 3 clusters Score -2.371421e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -23715352.000000 Penalty: 5989.112793
	Iteration 22Q: 3 clusters Score -2.371535e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -23716504.000000 Penalty: 5989.112793
	Iteration 23Q: 3 clusters Score -2.37165e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 120112 members 
Entering Unmasked Estep 
Score: -23717512.000000 Penalty: 5989.112793
	Iteration 24Q: 3 clusters Score -2.371751e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -23718368.000000 Penalty: 5989.112793
	Iteration 25Q: 3 clusters Score -2.371837e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 121082 members 
Entering Unmasked Estep 
Score: -23719132.000000 Penalty: 5989.112793
	Iteration 26Q: 3 clusters Score -2.371913e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 121563 members 
Entering Unmasked Estep 
Score: -23719668.000000 Penalty: 5989.112793
	Iteration 27Q: 3 clusters Score -2.371967e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -23720004.000000 Penalty: 5989.112793
	Iteration 28Q: 3 clusters Score -2.372e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -23720300.000000 Penalty: 5989.112793
	Iteration 29Q: 3 clusters Score -2.37203e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -23720442.000000 Penalty: 5989.112793
	Iteration 30Q: 3 clusters Score -2.372044e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -23720588.000000 Penalty: 5989.112793
	Iteration 31Q: 3 clusters Score -2.372059e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -23720718.000000 Penalty: 5989.112793
	Iteration 32Q: 3 clusters Score -2.372072e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 124175 members 
Entering Unmasked Estep 
Score: -23720760.000000 Penalty: 5989.112793
	Iteration 33Q: 3 clusters Score -2.372076e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -23720800.000000 Penalty: 5989.112793
	Iteration 34Q: 3 clusters Score -2.37208e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -23720804.000000 Penalty: 5989.112793
	Iteration 35Q: 3 clusters Score -2.37208e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -23720796.000000 Penalty: 5989.112793
	Iteration 36Q: 3 clusters Score -2.37208e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -23720826.000000 Penalty: 5989.112793
	Iteration 37Q: 3 clusters Score -2.372083e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -23720862.000000 Penalty: 5989.112793
	Iteration 38Q: 3 clusters Score -2.372086e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -23720856.000000 Penalty: 5989.112793
	Iteration 39Q: 3 clusters Score -2.372086e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -23720934.000000 Penalty: 5989.112793
	Iteration 40F: 3 clusters Score -2.372093e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -23720898.000000 Penalty: 5989.112793
	Iteration 41Q: 3 clusters Score -2.37209e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -23720924.000000 Penalty: 5989.112793
	Iteration 42Q: 3 clusters Score -2.372092e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -23720922.000000 Penalty: 5989.112793
	Iteration 43Q: 3 clusters Score -2.372092e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -23720944.000000 Penalty: 5989.112793
	Iteration 44Q: 3 clusters Score -2.372094e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 127735 members 
Entering Unmasked Estep 
Score: -23720980.000000 Penalty: 5989.112793
	Iteration 45Q: 3 clusters Score -2.372098e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -23720994.000000 Penalty: 5989.112793
	Iteration 46Q: 3 clusters Score -2.372099e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 128222 members 
Entering Unmasked Estep 
Score: -23720986.000000 Penalty: 5989.112793
	Iteration 47Q: 3 clusters Score -2.372099e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -23720968.000000 Penalty: 5989.112793
	Iteration 48Q: 3 clusters Score -2.372097e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -23720964.000000 Penalty: 5989.112793
	Iteration 49Q: 3 clusters Score -2.372096e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 128850 members 
Entering Unmasked Estep 
Score: -23721026.000000 Penalty: 5989.112793
	Iteration 50Q: 3 clusters Score -2.372103e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -23721052.000000 Penalty: 5989.112793
	Iteration 51Q: 3 clusters Score -2.372105e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 129184 members 
Entering Unmasked Estep 
Score: -23721040.000000 Penalty: 5989.112793
	Iteration 52Q: 3 clusters Score -2.372104e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -23721032.000000 Penalty: 5989.112793
	Iteration 53Q: 3 clusters Score -2.372103e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 129504 members 
Entering Unmasked Estep 
Score: -23721004.000000 Penalty: 5989.112793
	Iteration 54Q: 3 clusters Score -2.3721e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -23720968.000000 Penalty: 5989.112793
	Iteration 55Q: 3 clusters Score -2.372097e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -23720962.000000 Penalty: 5989.112793
	Iteration 56Q: 3 clusters Score -2.372096e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
Score: -23720956.000000 Penalty: 5989.112793
	Iteration 57Q: 3 clusters Score -2.372096e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -23720962.000000 Penalty: 5989.112793
	Iteration 58Q: 3 clusters Score -2.372096e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 130196 members 
Entering Unmasked Estep 
Score: -23720940.000000 Penalty: 5989.112793
	Iteration 59Q: 3 clusters Score -2.372094e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 130332 members 
Entering Unmasked Estep 
Score: -23720984.000000 Penalty: 5989.112793
	Iteration 60F: 3 clusters Score -2.372098e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 130444 members 
Entering Unmasked Estep 
Score: -23721012.000000 Penalty: 5989.112793
	Iteration 61Q: 3 clusters Score -2.372101e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -23721036.000000 Penalty: 5989.112793
	Iteration 62Q: 3 clusters Score -2.372104e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -23721062.000000 Penalty: 5989.112793
	Iteration 63Q: 3 clusters Score -2.372106e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 130893 members 
Entering Unmasked Estep 
Score: -23721044.000000 Penalty: 5989.112793
	Iteration 64Q: 3 clusters Score -2.372104e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -23721010.000000 Penalty: 5989.112793
	Iteration 65Q: 3 clusters Score -2.372101e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -23721048.000000 Penalty: 5989.112793
	Iteration 66Q: 3 clusters Score -2.372105e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 131351 members 
Entering Unmasked Estep 
Score: -23721104.000000 Penalty: 5989.112793
	Iteration 67Q: 3 clusters Score -2.37211e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 131460 members 
Entering Unmasked Estep 
Score: -23721070.000000 Penalty: 5989.112793
	Iteration 68Q: 3 clusters Score -2.372107e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 131569 members 
Entering Unmasked Estep 
Score: -23721100.000000 Penalty: 5989.112793
	Iteration 69Q: 3 clusters Score -2.37211e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 131669 members 
Entering Unmasked Estep 
Score: -23721098.000000 Penalty: 5989.112793
	Iteration 70Q: 3 clusters Score -2.37211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 131744 members 
Entering Unmasked Estep 
Score: -23721112.000000 Penalty: 5989.112793
	Iteration 71Q: 3 clusters Score -2.372111e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 131824 members 
Entering Unmasked Estep 
Score: -23721076.000000 Penalty: 5989.112793
	Iteration 72Q: 3 clusters Score -2.372108e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 131901 members 
Entering Unmasked Estep 
Score: -23721070.000000 Penalty: 5989.112793
	Iteration 73Q: 3 clusters Score -2.372107e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -23721048.000000 Penalty: 5989.112793
	Iteration 74Q: 3 clusters Score -2.372105e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 132063 members 
Entering Unmasked Estep 
Score: -23721086.000000 Penalty: 5989.112793
	Iteration 75Q: 3 clusters Score -2.372109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 132154 members 
Entering Unmasked Estep 
Score: -23721122.000000 Penalty: 5989.112793
	Iteration 76Q: 3 clusters Score -2.372112e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -23721140.000000 Penalty: 5989.112793
	Iteration 77Q: 3 clusters Score -2.372114e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 132332 members 
Entering Unmasked Estep 
Score: -23721120.000000 Penalty: 5989.112793
	Iteration 78Q: 3 clusters Score -2.372112e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -23721118.000000 Penalty: 5989.112793
	Iteration 79Q: 3 clusters Score -2.372112e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -23721100.000000 Penalty: 5989.112793
	Iteration 80F: 3 clusters Score -2.37211e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -23721096.000000 Penalty: 5989.112793
	Iteration 81Q: 3 clusters Score -2.37211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -23721046.000000 Penalty: 5989.112793
	Iteration 82Q: 3 clusters Score -2.372105e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -23721012.000000 Penalty: 5989.112793
	Iteration 83Q: 3 clusters Score -2.372101e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -23721012.000000 Penalty: 5989.112793
	Iteration 84Q: 3 clusters Score -2.372101e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 132977 members 
Entering Unmasked Estep 
Score: -23721016.000000 Penalty: 5989.112793
	Iteration 85Q: 3 clusters Score -2.372102e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 133082 members 
Entering Unmasked Estep 
Score: -23721040.000000 Penalty: 5989.112793
	Iteration 86Q: 3 clusters Score -2.372104e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -23721040.000000 Penalty: 5989.112793
	Iteration 87Q: 3 clusters Score -2.372104e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 133241 members 
Entering Unmasked Estep 
Score: -23721068.000000 Penalty: 5989.112793
	Iteration 88Q: 3 clusters Score -2.372107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -23721058.000000 Penalty: 5989.112793
	Iteration 89Q: 3 clusters Score -2.372106e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 133403 members 
Entering Unmasked Estep 
Score: -23721066.000000 Penalty: 5989.112793
	Iteration 90Q: 3 clusters Score -2.372107e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -23721006.000000 Penalty: 5989.112793
	Iteration 91Q: 3 clusters Score -2.372101e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -23720996.000000 Penalty: 5989.112793
	Iteration 92Q: 3 clusters Score -2.3721e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -23721004.000000 Penalty: 5989.112793
	Iteration 93Q: 3 clusters Score -2.3721e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 133669 members 
Entering Unmasked Estep 
Score: -23721010.000000 Penalty: 5989.112793
	Iteration 94Q: 3 clusters Score -2.372101e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 133751 members 
Entering Unmasked Estep 
Score: -23721012.000000 Penalty: 5989.112793
	Iteration 95Q: 3 clusters Score -2.372101e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -23721014.000000 Penalty: 5989.112793
	Iteration 96Q: 3 clusters Score -2.372101e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -23721032.000000 Penalty: 5989.112793
	Iteration 97Q: 3 clusters Score -2.372103e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 134003 members 
Entering Unmasked Estep 
Score: -23721040.000000 Penalty: 5989.112793
	Iteration 98Q: 3 clusters Score -2.372104e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 134088 members 
Entering Unmasked Estep 
Score: -23721060.000000 Penalty: 5989.112793
	Iteration 99Q: 3 clusters Score -2.372106e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 134162 members 
Entering Unmasked Estep 
Score: -23721110.000000 Penalty: 5989.112793
	Iteration 100F: 3 clusters Score -2.372111e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 134243 members 
Entering Unmasked Estep 
Score: -23721110.000000 Penalty: 5989.112793
	Iteration 101Q: 3 clusters Score -2.372111e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 134338 members 
Entering Unmasked Estep 
Score: -23721126.000000 Penalty: 5989.112793
	Iteration 102Q: 3 clusters Score -2.372113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -23721140.000000 Penalty: 5989.112793
	Iteration 103Q: 3 clusters Score -2.372114e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -23721136.000000 Penalty: 5989.112793
	Iteration 104Q: 3 clusters Score -2.372114e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -23721194.000000 Penalty: 5989.112793
	Iteration 105Q: 3 clusters Score -2.372119e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -23721248.000000 Penalty: 5989.112793
	Iteration 106Q: 3 clusters Score -2.372125e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -23721248.000000 Penalty: 5989.112793
	Iteration 107Q: 3 clusters Score -2.372125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 134817 members 
Entering Unmasked Estep 
Score: -23721226.000000 Penalty: 5989.112793
	Iteration 108Q: 3 clusters Score -2.372123e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 134876 members 
Entering Unmasked Estep 
Score: -23721236.000000 Penalty: 5989.112793
	Iteration 109Q: 3 clusters Score -2.372124e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 134937 members 
Entering Unmasked Estep 
Score: -23721228.000000 Penalty: 5989.112793
	Iteration 110Q: 3 clusters Score -2.372123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -23721248.000000 Penalty: 5989.112793
	Iteration 111Q: 3 clusters Score -2.372125e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 135038 members 
Entering Unmasked Estep 
Score: -23721256.000000 Penalty: 5989.112793
	Iteration 112Q: 3 clusters Score -2.372126e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 135090 members 
Entering Unmasked Estep 
Score: -23721256.000000 Penalty: 5989.112793
	Iteration 113Q: 3 clusters Score -2.372126e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 135155 members 
Entering Unmasked Estep 
Score: -23721282.000000 Penalty: 5989.112793
	Iteration 114Q: 3 clusters Score -2.372128e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 135209 members 
Entering Unmasked Estep 
Score: -23721264.000000 Penalty: 5989.112793
	Iteration 115Q: 3 clusters Score -2.372126e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 135285 members 
Entering Unmasked Estep 
Score: -23721262.000000 Penalty: 5989.112793
	Iteration 116Q: 3 clusters Score -2.372126e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -23721242.000000 Penalty: 5989.112793
	Iteration 117Q: 3 clusters Score -2.372124e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 135445 members 
Entering Unmasked Estep 
Score: -23721232.000000 Penalty: 5989.112793
	Iteration 118Q: 3 clusters Score -2.372123e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -23721230.000000 Penalty: 5989.112793
	Iteration 119Q: 3 clusters Score -2.372123e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 135623 members 
Entering Unmasked Estep 
Score: -23721228.000000 Penalty: 5989.112793
	Iteration 120F: 3 clusters Score -2.372123e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -23721250.000000 Penalty: 5989.112793
	Iteration 121Q: 3 clusters Score -2.372125e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -23721264.000000 Penalty: 5989.112793
	Iteration 122Q: 3 clusters Score -2.372126e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 135932 members 
Entering Unmasked Estep 
Score: -23721240.000000 Penalty: 5989.112793
	Iteration 123Q: 3 clusters Score -2.372124e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -23721226.000000 Penalty: 5989.112793
	Iteration 124Q: 3 clusters Score -2.372123e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -23721226.000000 Penalty: 5989.112793
	Iteration 125Q: 3 clusters Score -2.372123e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -23721254.000000 Penalty: 5989.112793
	Iteration 126Q: 3 clusters Score -2.372125e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -23721250.000000 Penalty: 5989.112793
	Iteration 127Q: 3 clusters Score -2.372125e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -23721214.000000 Penalty: 5989.112793
	Iteration 128Q: 3 clusters Score -2.372121e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 136699 members 
Entering Unmasked Estep 
Score: -23721194.000000 Penalty: 5989.112793
	Iteration 129Q: 3 clusters Score -2.372119e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 136840 members 
Entering Unmasked Estep 
Score: -23721194.000000 Penalty: 5989.112793
	Iteration 130Q: 3 clusters Score -2.372119e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -23721160.000000 Penalty: 5989.112793
	Iteration 131Q: 3 clusters Score -2.372116e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -23721164.000000 Penalty: 5989.112793
	Iteration 132Q: 3 clusters Score -2.372116e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -23721190.000000 Penalty: 5989.112793
	Iteration 133Q: 3 clusters Score -2.372119e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 137435 members 
Entering Unmasked Estep 
Score: -23721162.000000 Penalty: 5989.112793
	Iteration 134Q: 3 clusters Score -2.372116e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -23721152.000000 Penalty: 5989.112793
	Iteration 135Q: 3 clusters Score -2.372115e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 137691 members 
Entering Unmasked Estep 
Score: -23721110.000000 Penalty: 5989.112793
	Iteration 136Q: 3 clusters Score -2.372111e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -23721092.000000 Penalty: 5989.112793
	Iteration 137Q: 3 clusters Score -2.372109e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 137927 members 
Entering Unmasked Estep 
Score: -23721094.000000 Penalty: 5989.112793
	Iteration 138Q: 3 clusters Score -2.372109e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 138051 members 
Entering Unmasked Estep 
Score: -23721140.000000 Penalty: 5989.112793
	Iteration 139Q: 3 clusters Score -2.372114e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 138177 members 
Entering Unmasked Estep 
Score: -23721174.000000 Penalty: 5989.112793
	Iteration 140F: 3 clusters Score -2.372117e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 138314 members 
Entering Unmasked Estep 
Score: -23721154.000000 Penalty: 5989.112793
	Iteration 141Q: 3 clusters Score -2.372115e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -23721178.000000 Penalty: 5989.112793
	Iteration 142Q: 3 clusters Score -2.372118e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 138587 members 
Entering Unmasked Estep 
Score: -23721180.000000 Penalty: 5989.112793
	Iteration 143Q: 3 clusters Score -2.372118e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 138730 members 
Entering Unmasked Estep 
Score: -23721148.000000 Penalty: 5989.112793
	Iteration 144Q: 3 clusters Score -2.372115e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -23721160.000000 Penalty: 5989.112793
	Iteration 145Q: 3 clusters Score -2.372116e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -23721186.000000 Penalty: 5989.112793
	Iteration 146Q: 3 clusters Score -2.372119e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -23721190.000000 Penalty: 5989.112793
	Iteration 147Q: 3 clusters Score -2.372119e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -23721104.000000 Penalty: 5989.112793
	Iteration 148Q: 3 clusters Score -2.37211e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 139455 members 
Entering Unmasked Estep 
Score: -23721120.000000 Penalty: 5989.112793
	Iteration 149Q: 3 clusters Score -2.372112e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -23721068.000000 Penalty: 5989.112793
	Iteration 150Q: 3 clusters Score -2.372107e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -23721038.000000 Penalty: 5989.112793
	Iteration 151Q: 3 clusters Score -2.372104e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -23721038.000000 Penalty: 5989.112793
	Iteration 152Q: 3 clusters Score -2.372104e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -23721078.000000 Penalty: 5989.112793
	Iteration 153Q: 3 clusters Score -2.372108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 140092 members 
Entering Unmasked Estep 
Score: -23721076.000000 Penalty: 5989.112793
	Iteration 154Q: 3 clusters Score -2.372108e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 140202 members 
Entering Unmasked Estep 
Score: -23721060.000000 Penalty: 5989.112793
	Iteration 155Q: 3 clusters Score -2.372106e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 140303 members 
Entering Unmasked Estep 
Score: -23721044.000000 Penalty: 5989.112793
	Iteration 156Q: 3 clusters Score -2.372104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 140384 members 
Entering Unmasked Estep 
Score: -23721062.000000 Penalty: 5989.112793
	Iteration 157Q: 3 clusters Score -2.372106e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -23721100.000000 Penalty: 5989.112793
	Iteration 158Q: 3 clusters Score -2.37211e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 140562 members 
Entering Unmasked Estep 
Score: -23721096.000000 Penalty: 5989.112793
	Iteration 159Q: 3 clusters Score -2.37211e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 140654 members 
Entering Unmasked Estep 
Score: -23721110.000000 Penalty: 5989.112793
	Iteration 160F: 3 clusters Score -2.372111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -23721120.000000 Penalty: 5989.112793
	Iteration 161Q: 3 clusters Score -2.372112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 140821 members 
Entering Unmasked Estep 
Score: -23721090.000000 Penalty: 5989.112793
	Iteration 162Q: 3 clusters Score -2.372109e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 140903 members 
Entering Unmasked Estep 
Score: -23721082.000000 Penalty: 5989.112793
	Iteration 163Q: 3 clusters Score -2.372108e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -23721084.000000 Penalty: 5989.112793
	Iteration 164Q: 3 clusters Score -2.372108e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
Score: -23721070.000000 Penalty: 5989.112793
	Iteration 165Q: 3 clusters Score -2.372107e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 141138 members 
Entering Unmasked Estep 
Score: -23721106.000000 Penalty: 5989.112793
	Iteration 166Q: 3 clusters Score -2.372111e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -23721112.000000 Penalty: 5989.112793
	Iteration 167Q: 3 clusters Score -2.372111e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 141305 members 
Entering Unmasked Estep 
Score: -23721146.000000 Penalty: 5989.112793
	Iteration 168Q: 3 clusters Score -2.372115e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -23721094.000000 Penalty: 5989.112793
	Iteration 169Q: 3 clusters Score -2.372109e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 141489 members 
Entering Unmasked Estep 
Score: -23721098.000000 Penalty: 5989.112793
	Iteration 170Q: 3 clusters Score -2.37211e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 141576 members 
Entering Unmasked Estep 
Score: -23721090.000000 Penalty: 5989.112793
	Iteration 171Q: 3 clusters Score -2.372109e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -23721066.000000 Penalty: 5989.112793
	Iteration 172Q: 3 clusters Score -2.372107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -23721116.000000 Penalty: 5989.112793
	Iteration 173Q: 3 clusters Score -2.372112e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 141873 members 
Entering Unmasked Estep 
Score: -23721104.000000 Penalty: 5989.112793
	Iteration 174Q: 3 clusters Score -2.37211e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 141989 members 
Entering Unmasked Estep 
Score: -23721106.000000 Penalty: 5989.112793
	Iteration 175Q: 3 clusters Score -2.372111e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 142087 members 
Entering Unmasked Estep 
Score: -23721106.000000 Penalty: 5989.112793
	Iteration 176Q: 3 clusters Score -2.372111e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 142179 members 
Entering Unmasked Estep 
Score: -23721098.000000 Penalty: 5989.112793
	Iteration 177Q: 3 clusters Score -2.37211e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -23721124.000000 Penalty: 5989.112793
	Iteration 178Q: 3 clusters Score -2.372112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 142345 members 
Entering Unmasked Estep 
Score: -23721108.000000 Penalty: 5989.112793
	Iteration 179Q: 3 clusters Score -2.372111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 142439 members 
Entering Unmasked Estep 
Score: -23721100.000000 Penalty: 5989.112793
	Iteration 180F: 3 clusters Score -2.37211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -23721142.000000 Penalty: 5989.112793
	Iteration 181Q: 3 clusters Score -2.372114e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -23721122.000000 Penalty: 5989.112793
	Iteration 182Q: 3 clusters Score -2.372112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 142706 members 
Entering Unmasked Estep 
Score: -23721096.000000 Penalty: 5989.112793
	Iteration 183Q: 3 clusters Score -2.37211e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -23721102.000000 Penalty: 5989.112793
	Iteration 184Q: 3 clusters Score -2.37211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -23721094.000000 Penalty: 5989.112793
	Iteration 185Q: 3 clusters Score -2.372109e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -23721098.000000 Penalty: 5989.112793
	Iteration 186Q: 3 clusters Score -2.37211e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -23721090.000000 Penalty: 5989.112793
	Iteration 187Q: 3 clusters Score -2.372109e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 143163 members 
Entering Unmasked Estep 
Score: -23721108.000000 Penalty: 5989.112793
	Iteration 188Q: 3 clusters Score -2.372111e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -23721080.000000 Penalty: 5989.112793
	Iteration 189Q: 3 clusters Score -2.372108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -23721084.000000 Penalty: 5989.112793
	Iteration 190Q: 3 clusters Score -2.372108e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 143497 members 
Entering Unmasked Estep 
Score: -23721092.000000 Penalty: 5989.112793
	Iteration 191Q: 3 clusters Score -2.372109e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 143596 members 
Entering Unmasked Estep 
Score: -23721092.000000 Penalty: 5989.112793
	Iteration 192Q: 3 clusters Score -2.372109e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -23721094.000000 Penalty: 5989.112793
	Iteration 193Q: 3 clusters Score -2.372109e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -23721092.000000 Penalty: 5989.112793
	Iteration 194Q: 3 clusters Score -2.372109e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 143920 members 
Entering Unmasked Estep 
Score: -23721092.000000 Penalty: 5989.112793
	Iteration 195Q: 3 clusters Score -2.372109e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -23721120.000000 Penalty: 5989.112793
	Iteration 196Q: 3 clusters Score -2.372112e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -23721096.000000 Penalty: 5989.112793
	Iteration 197Q: 3 clusters Score -2.37211e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -23721078.000000 Penalty: 5989.112793
	Iteration 198Q: 3 clusters Score -2.372108e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -23721078.000000 Penalty: 5989.112793
	Iteration 199Q: 3 clusters Score -2.372108e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 144547 members 
Entering Unmasked Estep 
Score: -23721066.000000 Penalty: 5989.112793
	Iteration 200F: 3 clusters Score -2.372107e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -23721066.000000 Penalty: 5989.112793
	Iteration 201Q: 3 clusters Score -2.372107e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 144835 members 
Entering Unmasked Estep 
Score: -23721088.000000 Penalty: 5989.112793
	Iteration 202Q: 3 clusters Score -2.372109e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -23721116.000000 Penalty: 5989.112793
	Iteration 203Q: 3 clusters Score -2.372112e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -23721078.000000 Penalty: 5989.112793
	Iteration 204Q: 3 clusters Score -2.372108e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -23721116.000000 Penalty: 5989.112793
	Iteration 205Q: 3 clusters Score -2.372112e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -23721152.000000 Penalty: 5989.112793
	Iteration 206Q: 3 clusters Score -2.372115e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -23721210.000000 Penalty: 5989.112793
	Iteration 207Q: 3 clusters Score -2.372121e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -23721222.000000 Penalty: 5989.112793
	Iteration 208Q: 3 clusters Score -2.372122e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -23721294.000000 Penalty: 5989.112793
	Iteration 209Q: 3 clusters Score -2.372129e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 146124 members 
Entering Unmasked Estep 
Score: -23721276.000000 Penalty: 5989.112793
	Iteration 210Q: 3 clusters Score -2.372128e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 146292 members 
Entering Unmasked Estep 
Score: -23721316.000000 Penalty: 5989.112793
	Iteration 211Q: 3 clusters Score -2.372132e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -23721330.000000 Penalty: 5989.112793
	Iteration 212Q: 3 clusters Score -2.372133e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -23721362.000000 Penalty: 5989.112793
	Iteration 213Q: 3 clusters Score -2.372136e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -23721420.000000 Penalty: 5989.112793
	Iteration 214Q: 3 clusters Score -2.372142e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 147029 members 
Entering Unmasked Estep 
Score: -23721420.000000 Penalty: 5989.112793
	Iteration 215Q: 3 clusters Score -2.372142e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -23721430.000000 Penalty: 5989.112793
	Iteration 216Q: 3 clusters Score -2.372143e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 147391 members 
Entering Unmasked Estep 
Score: -23721406.000000 Penalty: 5989.112793
	Iteration 217Q: 3 clusters Score -2.372141e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 147576 members 
Entering Unmasked Estep 
Score: -23721404.000000 Penalty: 5989.112793
	Iteration 218Q: 3 clusters Score -2.37214e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -23721374.000000 Penalty: 5989.112793
	Iteration 219Q: 3 clusters Score -2.372137e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 147913 members 
Entering Unmasked Estep 
Score: -23721400.000000 Penalty: 5989.112793
	Iteration 220F: 3 clusters Score -2.37214e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -23721446.000000 Penalty: 5989.112793
	Iteration 221Q: 3 clusters Score -2.372145e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -23721412.000000 Penalty: 5989.112793
	Iteration 222Q: 3 clusters Score -2.372141e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -23721452.000000 Penalty: 5989.112793
	Iteration 223Q: 3 clusters Score -2.372145e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -23721462.000000 Penalty: 5989.112793
	Iteration 224Q: 3 clusters Score -2.372146e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -23721532.000000 Penalty: 5989.112793
	Iteration 225Q: 3 clusters Score -2.372153e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -23721522.000000 Penalty: 5989.112793
	Iteration 226Q: 3 clusters Score -2.372152e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -23721478.000000 Penalty: 5989.112793
	Iteration 227Q: 3 clusters Score -2.372148e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -23721568.000000 Penalty: 5989.112793
	Iteration 228Q: 3 clusters Score -2.372157e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -23721628.000000 Penalty: 5989.112793
	Iteration 229Q: 3 clusters Score -2.372163e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 149905 members 
Entering Unmasked Estep 
Score: -23721616.000000 Penalty: 5989.112793
	Iteration 230Q: 3 clusters Score -2.372162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 150118 members 
Entering Unmasked Estep 
Score: -23721620.000000 Penalty: 5989.112793
	Iteration 231Q: 3 clusters Score -2.372162e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 150356 members 
Entering Unmasked Estep 
Score: -23721620.000000 Penalty: 5989.112793
	Iteration 232Q: 3 clusters Score -2.372162e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 150589 members 
Entering Unmasked Estep 
Score: -23721646.000000 Penalty: 5989.112793
	Iteration 233Q: 3 clusters Score -2.372165e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -23721622.000000 Penalty: 5989.112793
	Iteration 234Q: 3 clusters Score -2.372162e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -23721628.000000 Penalty: 5989.112793
	Iteration 235Q: 3 clusters Score -2.372163e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -23721658.000000 Penalty: 5989.112793
	Iteration 236Q: 3 clusters Score -2.372166e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -23721676.000000 Penalty: 5989.112793
	Iteration 237Q: 3 clusters Score -2.372168e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -23721680.000000 Penalty: 5989.112793
	Iteration 238Q: 3 clusters Score -2.372168e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 152086 members 
Entering Unmasked Estep 
Score: -23721588.000000 Penalty: 5989.112793
	Iteration 239Q: 3 clusters Score -2.372159e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -23721578.000000 Penalty: 5989.112793
	Iteration 240F: 3 clusters Score -2.372158e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -23721632.000000 Penalty: 5989.112793
	Iteration 241Q: 3 clusters Score -2.372163e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 153019 members 
Entering Unmasked Estep 
Score: -23721678.000000 Penalty: 5989.112793
	Iteration 242Q: 3 clusters Score -2.372168e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -23721742.000000 Penalty: 5989.112793
	Iteration 243Q: 3 clusters Score -2.372174e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -23721770.000000 Penalty: 5989.112793
	Iteration 244Q: 3 clusters Score -2.372177e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -23721854.000000 Penalty: 5989.112793
	Iteration 245Q: 3 clusters Score -2.372185e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 154208 members 
Entering Unmasked Estep 
Score: -23721854.000000 Penalty: 5989.112793
	Iteration 246Q: 3 clusters Score -2.372185e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -23721888.000000 Penalty: 5989.112793
	Iteration 247Q: 3 clusters Score -2.372189e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 154842 members 
Entering Unmasked Estep 
Score: -23721906.000000 Penalty: 5989.112793
	Iteration 248Q: 3 clusters Score -2.372191e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -23722002.000000 Penalty: 5989.112793
	Iteration 249Q: 3 clusters Score -2.3722e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 155465 members 
Entering Unmasked Estep 
Score: -23722092.000000 Penalty: 5989.112793
	Iteration 250Q: 3 clusters Score -2.372209e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 155817 members 
Entering Unmasked Estep 
Score: -23722094.000000 Penalty: 5989.112793
	Iteration 251Q: 3 clusters Score -2.372209e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -23722086.000000 Penalty: 5989.112793
	Iteration 252Q: 3 clusters Score -2.372209e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -23722118.000000 Penalty: 5989.112793
	Iteration 253Q: 3 clusters Score -2.372212e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -23722108.000000 Penalty: 5989.112793
	Iteration 254Q: 3 clusters Score -2.372211e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -23722184.000000 Penalty: 5989.112793
	Iteration 255Q: 3 clusters Score -2.372218e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -23722202.000000 Penalty: 5989.112793
	Iteration 256Q: 3 clusters Score -2.37222e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 158273 members 
Entering Unmasked Estep 
Score: -23722322.000000 Penalty: 5989.112793
	Iteration 257Q: 3 clusters Score -2.372232e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 158701 members 
Entering Unmasked Estep 
Score: -23722370.000000 Penalty: 5989.112793
	Iteration 258Q: 3 clusters Score -2.372237e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -23722414.000000 Penalty: 5989.112793
	Iteration 259Q: 3 clusters Score -2.372241e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -23722444.000000 Penalty: 5989.112793
	Iteration 260F: 3 clusters Score -2.372244e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 160144 members 
Entering Unmasked Estep 
Score: -23722474.000000 Penalty: 5989.112793
	Iteration 261Q: 3 clusters Score -2.372247e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -23722576.000000 Penalty: 5989.112793
	Iteration 262Q: 3 clusters Score -2.372258e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 161237 members 
Entering Unmasked Estep 
Score: -23722730.000000 Penalty: 5989.112793
	Iteration 263Q: 3 clusters Score -2.372273e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 161767 members 
Entering Unmasked Estep 
Score: -23722788.000000 Penalty: 5989.112793
	Iteration 264Q: 3 clusters Score -2.372279e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 162306 members 
Entering Unmasked Estep 
Score: -23722912.000000 Penalty: 5989.112793
	Iteration 265Q: 3 clusters Score -2.372291e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -23722904.000000 Penalty: 5989.112793
	Iteration 266Q: 3 clusters Score -2.37229e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -23722936.000000 Penalty: 5989.112793
	Iteration 267Q: 3 clusters Score -2.372294e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -23722910.000000 Penalty: 5989.112793
	Iteration 268Q: 3 clusters Score -2.372291e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 164239 members 
Entering Unmasked Estep 
Score: -23722980.000000 Penalty: 5989.112793
	Iteration 269Q: 3 clusters Score -2.372298e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 164701 members 
Entering Unmasked Estep 
Score: -23723088.000000 Penalty: 5989.112793
	Iteration 270Q: 3 clusters Score -2.372309e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -23723062.000000 Penalty: 5989.112793
	Iteration 271Q: 3 clusters Score -2.372306e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 165505 members 
Entering Unmasked Estep 
Score: -23723072.000000 Penalty: 5989.112793
	Iteration 272Q: 3 clusters Score -2.372307e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 165901 members 
Entering Unmasked Estep 
Score: -23723140.000000 Penalty: 5989.112793
	Iteration 273Q: 3 clusters Score -2.372314e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 166280 members 
Entering Unmasked Estep 
Score: -23723208.000000 Penalty: 5989.112793
	Iteration 274Q: 3 clusters Score -2.372321e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -23723302.000000 Penalty: 5989.112793
	Iteration 275Q: 3 clusters Score -2.37233e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -23723298.000000 Penalty: 5989.112793
	Iteration 276Q: 3 clusters Score -2.37233e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 167321 members 
Entering Unmasked Estep 
Score: -23723406.000000 Penalty: 5989.112793
	Iteration 277Q: 3 clusters Score -2.372341e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -23723490.000000 Penalty: 5989.112793
	Iteration 278Q: 3 clusters Score -2.372349e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -23723456.000000 Penalty: 5989.112793
	Iteration 279Q: 3 clusters Score -2.372346e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -23723500.000000 Penalty: 5989.112793
	Iteration 280F: 3 clusters Score -2.37235e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -23723512.000000 Penalty: 5989.112793
	Iteration 281Q: 3 clusters Score -2.372351e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 168549 members 
Entering Unmasked Estep 
Score: -23723480.000000 Penalty: 5989.112793
	Iteration 282Q: 3 clusters Score -2.372348e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 168714 members 
Entering Unmasked Estep 
Score: -23723470.000000 Penalty: 5989.112793
	Iteration 283Q: 3 clusters Score -2.372347e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -23723478.000000 Penalty: 5989.112793
	Iteration 284Q: 3 clusters Score -2.372348e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -23723472.000000 Penalty: 5989.112793
	Iteration 285Q: 3 clusters Score -2.372347e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -23723462.000000 Penalty: 5989.112793
	Iteration 286Q: 3 clusters Score -2.372346e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -23723508.000000 Penalty: 5989.112793
	Iteration 287Q: 3 clusters Score -2.372351e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -23723498.000000 Penalty: 5989.112793
	Iteration 288Q: 3 clusters Score -2.37235e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -23723514.000000 Penalty: 5989.112793
	Iteration 289Q: 3 clusters Score -2.372351e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -23723526.000000 Penalty: 5989.112793
	Iteration 290Q: 3 clusters Score -2.372353e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -23723518.000000 Penalty: 5989.112793
	Iteration 291Q: 3 clusters Score -2.372352e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -23723526.000000 Penalty: 5989.112793
	Iteration 292Q: 3 clusters Score -2.372353e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 170110 members 
Entering Unmasked Estep 
Score: -23723542.000000 Penalty: 5989.112793
	Iteration 293Q: 3 clusters Score -2.372354e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -23723524.000000 Penalty: 5989.112793
	Iteration 294Q: 3 clusters Score -2.372352e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 170277 members 
Entering Unmasked Estep 
Score: -23723514.000000 Penalty: 5989.112793
	Iteration 295Q: 3 clusters Score -2.372351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -23723518.000000 Penalty: 5989.112793
	Iteration 296Q: 3 clusters Score -2.372352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -23723498.000000 Penalty: 5989.112793
	Iteration 297Q: 3 clusters Score -2.37235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 170413 members 
Entering Unmasked Estep 
Score: -23723480.000000 Penalty: 5989.112793
	Iteration 298Q: 3 clusters Score -2.372348e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
Score: -23723464.000000 Penalty: 5989.112793
	Iteration 299Q: 3 clusters Score -2.372346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 170480 members 
Entering Unmasked Estep 
Score: -23723440.000000 Penalty: 5989.112793
	Iteration 300F: 3 clusters Score -2.372344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -23723428.000000 Penalty: 5989.112793
	Iteration 301Q: 3 clusters Score -2.372343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 170517 members 
Entering Unmasked Estep 
Score: -23723432.000000 Penalty: 5989.112793
	Iteration 302Q: 3 clusters Score -2.372343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -23723426.000000 Penalty: 5989.112793
	Iteration 303Q: 3 clusters Score -2.372343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -23723434.000000 Penalty: 5989.112793
	Iteration 304Q: 3 clusters Score -2.372343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -23723452.000000 Penalty: 5989.112793
	Iteration 305Q: 3 clusters Score -2.372345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -23723444.000000 Penalty: 5989.112793
	Iteration 306Q: 3 clusters Score -2.372344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -23723458.000000 Penalty: 5989.112793
	Iteration 307Q: 3 clusters Score -2.372346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -23723460.000000 Penalty: 5989.112793
	Iteration 308Q: 3 clusters Score -2.372346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 170610 members 
Entering Unmasked Estep 
Score: -23723458.000000 Penalty: 5989.112793
	Iteration 309Q: 3 clusters Score -2.372346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 170621 members 
Entering Unmasked Estep 
Score: -23723460.000000 Penalty: 5989.112793
	Iteration 310Q: 3 clusters Score -2.372346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 170634 members 
Entering Unmasked Estep 
Score: -23723470.000000 Penalty: 5989.112793
	Iteration 311Q: 3 clusters Score -2.372347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -23723472.000000 Penalty: 5989.112793
	Iteration 312Q: 3 clusters Score -2.372347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 313Q: 3 clusters Score -2.372348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -23723504.000000 Penalty: 5989.112793
	Iteration 314Q: 3 clusters Score -2.37235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 170684 members 
Entering Unmasked Estep 
Score: -23723480.000000 Penalty: 5989.112793
	Iteration 315Q: 3 clusters Score -2.372348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 170695 members 
Entering Unmasked Estep 
Score: -23723478.000000 Penalty: 5989.112793
	Iteration 316Q: 3 clusters Score -2.372348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -23723478.000000 Penalty: 5989.112793
	Iteration 317Q: 3 clusters Score -2.372348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 170710 members 
Entering Unmasked Estep 
Score: -23723466.000000 Penalty: 5989.112793
	Iteration 318Q: 3 clusters Score -2.372347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -23723478.000000 Penalty: 5989.112793
	Iteration 319Q: 3 clusters Score -2.372348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 170718 members 
Entering Unmasked Estep 
Score: -23723460.000000 Penalty: 5989.112793
	Iteration 320F: 3 clusters Score -2.372346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 321Q: 3 clusters Score -2.372348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 322Q: 3 clusters Score -2.372348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -23723504.000000 Penalty: 5989.112793
	Iteration 323Q: 3 clusters Score -2.37235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -23723498.000000 Penalty: 5989.112793
	Iteration 324Q: 3 clusters Score -2.37235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -23723472.000000 Penalty: 5989.112793
	Iteration 325Q: 3 clusters Score -2.372347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 170808 members 
Entering Unmasked Estep 
Score: -23723480.000000 Penalty: 5989.112793
	Iteration 326Q: 3 clusters Score -2.372348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -23723458.000000 Penalty: 5989.112793
	Iteration 327Q: 3 clusters Score -2.372346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -23723466.000000 Penalty: 5989.112793
	Iteration 328Q: 3 clusters Score -2.372347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 170843 members 
Entering Unmasked Estep 
Score: -23723476.000000 Penalty: 5989.112793
	Iteration 329Q: 3 clusters Score -2.372348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -23723456.000000 Penalty: 5989.112793
	Iteration 330Q: 3 clusters Score -2.372346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -23723458.000000 Penalty: 5989.112793
	Iteration 331Q: 3 clusters Score -2.372346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -23723484.000000 Penalty: 5989.112793
	Iteration 332Q: 3 clusters Score -2.372348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -23723472.000000 Penalty: 5989.112793
	Iteration 333Q: 3 clusters Score -2.372347e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 170971 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 334Q: 3 clusters Score -2.372348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -23723448.000000 Penalty: 5989.112793
	Iteration 335Q: 3 clusters Score -2.372345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -23723438.000000 Penalty: 5989.112793
	Iteration 336Q: 3 clusters Score -2.372344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 171041 members 
Entering Unmasked Estep 
Score: -23723448.000000 Penalty: 5989.112793
	Iteration 337Q: 3 clusters Score -2.372345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 171061 members 
Entering Unmasked Estep 
Score: -23723446.000000 Penalty: 5989.112793
	Iteration 338Q: 3 clusters Score -2.372345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 171086 members 
Entering Unmasked Estep 
Score: -23723484.000000 Penalty: 5989.112793
	Iteration 339Q: 3 clusters Score -2.372348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 171104 members 
Entering Unmasked Estep 
Score: -23723476.000000 Penalty: 5989.112793
	Iteration 340F: 3 clusters Score -2.372348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 171131 members 
Entering Unmasked Estep 
Score: -23723494.000000 Penalty: 5989.112793
	Iteration 341Q: 3 clusters Score -2.372349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 171162 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 342Q: 3 clusters Score -2.372348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -23723488.000000 Penalty: 5989.112793
	Iteration 343Q: 3 clusters Score -2.372349e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 171209 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 344Q: 3 clusters Score -2.372348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -23723496.000000 Penalty: 5989.112793
	Iteration 345Q: 3 clusters Score -2.37235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 346Q: 3 clusters Score -2.372348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -23723470.000000 Penalty: 5989.112793
	Iteration 347Q: 3 clusters Score -2.372347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 348Q: 3 clusters Score -2.372348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -23723482.000000 Penalty: 5989.112793
	Iteration 349Q: 3 clusters Score -2.372348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -23723470.000000 Penalty: 5989.112793
	Iteration 350Q: 3 clusters Score -2.372347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -23723488.000000 Penalty: 5989.112793
	Iteration 351Q: 3 clusters Score -2.372349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -23723452.000000 Penalty: 5989.112793
	Iteration 352Q: 3 clusters Score -2.372345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -23723452.000000 Penalty: 5989.112793
	Iteration 353Q: 3 clusters Score -2.372345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -23723464.000000 Penalty: 5989.112793
	Iteration 354Q: 3 clusters Score -2.372346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -23723490.000000 Penalty: 5989.112793
	Iteration 355Q: 3 clusters Score -2.372349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -23723496.000000 Penalty: 5989.112793
	Iteration 356Q: 3 clusters Score -2.37235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -23723490.000000 Penalty: 5989.112793
	Iteration 357Q: 3 clusters Score -2.372349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 171386 members 
Entering Unmasked Estep 
Score: -23723464.000000 Penalty: 5989.112793
	Iteration 358Q: 3 clusters Score -2.372346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 171392 members 
Entering Unmasked Estep 
Score: -23723436.000000 Penalty: 5989.112793
	Iteration 359Q: 3 clusters Score -2.372344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -23723454.000000 Penalty: 5989.112793
	Iteration 360F: 3 clusters Score -2.372345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -23723456.000000 Penalty: 5989.112793
	Iteration 361Q: 3 clusters Score -2.372346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -23723450.000000 Penalty: 5989.112793
	Iteration 362Q: 3 clusters Score -2.372345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -23723470.000000 Penalty: 5989.112793
	Iteration 363Q: 3 clusters Score -2.372347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 171406 members 
Entering Unmasked Estep 
Score: -23723456.000000 Penalty: 5989.112793
	Iteration 364Q: 3 clusters Score -2.372346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 171406 members 
Entering Unmasked Estep 
Score: -23723452.000000 Penalty: 5989.112793
	Iteration 365Q: 3 clusters Score -2.372345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -23723452.000000 Penalty: 5989.112793
	Iteration 366Q: 3 clusters Score -2.372345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -23723460.000000 Penalty: 5989.112793
	Iteration 367Q: 3 clusters Score -2.372346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -23723464.000000 Penalty: 5989.112793
	Iteration 368Q: 3 clusters Score -2.372346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -23723452.000000 Penalty: 5989.112793
	Iteration 369Q: 3 clusters Score -2.372345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 171422 members 
Entering Unmasked Estep 
Score: -23723464.000000 Penalty: 5989.112793
	Iteration 370Q: 3 clusters Score -2.372346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -23723458.000000 Penalty: 5989.112793
	Iteration 371Q: 3 clusters Score -2.372346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 171436 members 
Entering Unmasked Estep 
Score: -23723472.000000 Penalty: 5989.112793
	Iteration 372Q: 3 clusters Score -2.372347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -23723486.000000 Penalty: 5989.112793
	Iteration 373Q: 3 clusters Score -2.372349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -23723492.000000 Penalty: 5989.112793
	Iteration 374Q: 3 clusters Score -2.372349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -23723488.000000 Penalty: 5989.112793
	Iteration 375Q: 3 clusters Score -2.372349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -23723474.000000 Penalty: 5989.112793
	Iteration 376Q: 3 clusters Score -2.372347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 171483 members 
Entering Unmasked Estep 
Score: -23723484.000000 Penalty: 5989.112793
	Iteration 377Q: 3 clusters Score -2.372348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -23723480.000000 Penalty: 5989.112793
	Iteration 378Q: 3 clusters Score -2.372348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -23723480.000000 Penalty: 5989.112793
	Iteration 379F: 3 clusters Score -2.372348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -248379.453125 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -248379.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -245802.234375 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -245802.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -246405.531250 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -246405.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -246622.078125 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -246622.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -246726.078125 Penalty: 3774.245850
	Iteration 3F: 3 clusters Score -246726.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -246778.953125 Penalty: 3774.245850
	Iteration 4Q: 3 clusters Score -246779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -246810.750000 Penalty: 3774.245850
	Iteration 5Q: 3 clusters Score -246810.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246842.500000 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -246842.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246879.828125 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -246879.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -246937.515625 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -246937.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -246992.312500 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -246992.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -247041.453125 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -247041.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -247079.343750 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -247079.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247130.390625 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -247130.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -247166.796875 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -247166.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -247208.843750 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -247208.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247254.078125 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -247254.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -247316.953125 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -247317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -247381.984375 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -247382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -247453.921875 Penalty: 3774.245850
	Iteration 18Q: 3 clusters Score -247453.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -247589.437500 Penalty: 3774.245850
	Iteration 19Q: 3 clusters Score -247589.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -247801.203125 Penalty: 3774.245850
	Iteration 20F: 3 clusters Score -247801.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -248016.828125 Penalty: 3774.245850
	Iteration 21Q: 3 clusters Score -248016.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -248117.437500 Penalty: 3774.245850
	Iteration 22Q: 3 clusters Score -248117.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -248161.281250 Penalty: 3774.245850
	Iteration 23Q: 3 clusters Score -248161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -248180.265625 Penalty: 3774.245850
	Iteration 24Q: 3 clusters Score -248180.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -248195.453125 Penalty: 3774.245850
	Iteration 25Q: 3 clusters Score -248195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -248209.984375 Penalty: 3774.245850
	Iteration 26Q: 3 clusters Score -248210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -248237.781250 Penalty: 3774.245850
	Iteration 27Q: 3 clusters Score -248237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -248267.765625 Penalty: 3774.245850
	Iteration 28Q: 3 clusters Score -248267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -248302.218750 Penalty: 3774.245850
	Iteration 29Q: 3 clusters Score -248302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -248310.625000 Penalty: 3774.245850
	Iteration 30Q: 3 clusters Score -248310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -248312.250000 Penalty: 3774.245850
	Iteration 31Q: 3 clusters Score -248312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -248312.718750 Penalty: 3774.245850
	Iteration 32Q: 3 clusters Score -248312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -248312.718750 Penalty: 3774.245850
	Iteration 33F: 3 clusters Score -248312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Entering Unmasked Estep 
Score: -7191006.000000 Penalty: 2694.827881
	Iteration 0F: 2 clusters Score -7191006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -7155592.000000 Penalty: 5389.655762
	Iteration 0F: 3 clusters Score -7155592 nChanged 24325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -7169288.000000 Penalty: 5389.655762
	Iteration 1F: 3 clusters Score -7169288 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -7169844.500000 Penalty: 5389.655762
	Iteration 2Q: 3 clusters Score -7169844 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -7170360.000000 Penalty: 5389.655762
	Iteration 3Q: 3 clusters Score -7170360 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -7170835.500000 Penalty: 5389.655762
	Iteration 4Q: 3 clusters Score -7170836 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -7171464.000000 Penalty: 5389.655762
	Iteration 5Q: 3 clusters Score -7171464 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -7172210.000000 Penalty: 5389.655762
	Iteration 6Q: 3 clusters Score -7172210 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -7173330.500000 Penalty: 5389.655762
	Iteration 7Q: 3 clusters Score -7173330 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -7174977.000000 Penalty: 5389.655762
	Iteration 8Q: 3 clusters Score -7174977 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -7177185.000000 Penalty: 5389.655762
	Iteration 9F: 3 clusters Score -7177185 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7179483.500000 Penalty: 5389.655762
	Iteration 10F: 3 clusters Score -7179484 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -7181228.000000 Penalty: 5389.655762
	Iteration 11F: 3 clusters Score -7181228 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -7182224.000000 Penalty: 5389.655762
	Iteration 12Q: 3 clusters Score -7182224 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7182719.500000 Penalty: 5389.655762
	Iteration 13Q: 3 clusters Score -7182720 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7183085.500000 Penalty: 5389.655762
	Iteration 14Q: 3 clusters Score -7183086 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -7183352.000000 Penalty: 5389.655762
	Iteration 15Q: 3 clusters Score -7183352 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7183654.500000 Penalty: 5389.655762
	Iteration 16Q: 3 clusters Score -7183654 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -7183929.000000 Penalty: 5389.655762
	Iteration 17Q: 3 clusters Score -7183929 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -7184213.500000 Penalty: 5389.655762
	Iteration 18Q: 3 clusters Score -7184214 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -7184521.500000 Penalty: 5389.655762
	Iteration 19Q: 3 clusters Score -7184522 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -7184861.500000 Penalty: 5389.655762
	Iteration 20F: 3 clusters Score -7184862 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -7185196.000000 Penalty: 5389.655762
	Iteration 21Q: 3 clusters Score -7185196 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -7185537.500000 Penalty: 5389.655762
	Iteration 22Q: 3 clusters Score -7185538 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -7185830.000000 Penalty: 5389.655762
	Iteration 23Q: 3 clusters Score -7185830 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -7186129.000000 Penalty: 5389.655762
	Iteration 24Q: 3 clusters Score -7186129 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -7186398.000000 Penalty: 5389.655762
	Iteration 25Q: 3 clusters Score -7186398 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -7186669.000000 Penalty: 5389.655762
	Iteration 26Q: 3 clusters Score -7186669 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -7186894.000000 Penalty: 5389.655762
	Iteration 27Q: 3 clusters Score -7186894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -7187114.500000 Penalty: 5389.655762
	Iteration 28Q: 3 clusters Score -7187114 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -7187308.500000 Penalty: 5389.655762
	Iteration 29Q: 3 clusters Score -7187308 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -7187466.500000 Penalty: 5389.655762
	Iteration 30Q: 3 clusters Score -7187466 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7187603.000000 Penalty: 5389.655762
	Iteration 31Q: 3 clusters Score -7187603 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -7187726.500000 Penalty: 5389.655762
	Iteration 32Q: 3 clusters Score -7187726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -7187832.500000 Penalty: 5389.655762
	Iteration 33Q: 3 clusters Score -7187832 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -7187952.500000 Penalty: 5389.655762
	Iteration 34Q: 3 clusters Score -7187952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -7188047.000000 Penalty: 5389.655762
	Iteration 35Q: 3 clusters Score -7188047 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -7188102.000000 Penalty: 5389.655762
	Iteration 36Q: 3 clusters Score -7188102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -7188146.000000 Penalty: 5389.655762
	Iteration 37Q: 3 clusters Score -7188146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -7188197.500000 Penalty: 5389.655762
	Iteration 38Q: 3 clusters Score -7188198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -7188257.500000 Penalty: 5389.655762
	Iteration 39Q: 3 clusters Score -7188258 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -7188299.500000 Penalty: 5389.655762
	Iteration 40F: 3 clusters Score -7188300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -7188337.000000 Penalty: 5389.655762
	Iteration 41Q: 3 clusters Score -7188337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -7188373.000000 Penalty: 5389.655762
	Iteration 42Q: 3 clusters Score -7188373 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -7188399.500000 Penalty: 5389.655762
	Iteration 43Q: 3 clusters Score -7188400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -7188455.500000 Penalty: 5389.655762
	Iteration 44Q: 3 clusters Score -7188456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -7188482.000000 Penalty: 5389.655762
	Iteration 45Q: 3 clusters Score -7188482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -7188511.000000 Penalty: 5389.655762
	Iteration 46Q: 3 clusters Score -7188511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -7188528.500000 Penalty: 5389.655762
	Iteration 47Q: 3 clusters Score -7188528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -7188534.000000 Penalty: 5389.655762
	Iteration 48Q: 3 clusters Score -7188534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -7188563.000000 Penalty: 5389.655762
	Iteration 49Q: 3 clusters Score -7188563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -7188572.000000 Penalty: 5389.655762
	Iteration 50Q: 3 clusters Score -7188572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -7188568.500000 Penalty: 5389.655762
	Iteration 51Q: 3 clusters Score -7188568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -7188575.500000 Penalty: 5389.655762
	Iteration 52Q: 3 clusters Score -7188576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -7188580.500000 Penalty: 5389.655762
	Iteration 53Q: 3 clusters Score -7188580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -7188594.000000 Penalty: 5389.655762
	Iteration 54Q: 3 clusters Score -7188594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -7188600.000000 Penalty: 5389.655762
	Iteration 55Q: 3 clusters Score -7188600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -7188612.500000 Penalty: 5389.655762
	Iteration 56Q: 3 clusters Score -7188612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -7188615.000000 Penalty: 5389.655762
	Iteration 57Q: 3 clusters Score -7188615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -7188620.500000 Penalty: 5389.655762
	Iteration 58Q: 3 clusters Score -7188620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -7188619.500000 Penalty: 5389.655762
	Iteration 59Q: 3 clusters Score -7188620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -7188632.500000 Penalty: 5389.655762
	Iteration 60F: 3 clusters Score -7188632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -7188630.000000 Penalty: 5389.655762
	Iteration 61Q: 3 clusters Score -7188630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -7188630.500000 Penalty: 5389.655762
	Iteration 62Q: 3 clusters Score -7188630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -7188629.000000 Penalty: 5389.655762
	Iteration 63Q: 3 clusters Score -7188629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -7188638.000000 Penalty: 5389.655762
	Iteration 64Q: 3 clusters Score -7188638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -7188637.000000 Penalty: 5389.655762
	Iteration 65Q: 3 clusters Score -7188637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7188648.000000 Penalty: 5389.655762
	Iteration 66Q: 3 clusters Score -7188648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -7188650.000000 Penalty: 5389.655762
	Iteration 67Q: 3 clusters Score -7188650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -7188654.500000 Penalty: 5389.655762
	Iteration 68Q: 3 clusters Score -7188654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -7188653.000000 Penalty: 5389.655762
	Iteration 69Q: 3 clusters Score -7188653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -7188655.000000 Penalty: 5389.655762
	Iteration 70Q: 3 clusters Score -7188655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -7188651.500000 Penalty: 5389.655762
	Iteration 71Q: 3 clusters Score -7188652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -7188651.500000 Penalty: 5389.655762
	Iteration 72F: 3 clusters Score -7188652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Entering Unmasked Estep 
Score: -4055326.750000 Penalty: 2565.996826
	Iteration 0F: 2 clusters Score -4055327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4033914.500000 Penalty: 5131.993652
	Iteration 0F: 3 clusters Score -4033914 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4041802.250000 Penalty: 5131.993652
	Iteration 1F: 3 clusters Score -4041802 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4042802.750000 Penalty: 5131.993652
	Iteration 2F: 3 clusters Score -4042803 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4043937.000000 Penalty: 5131.993652
	Iteration 3F: 3 clusters Score -4043937 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4045087.000000 Penalty: 5131.993652
	Iteration 4F: 3 clusters Score -4045087 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4046177.750000 Penalty: 5131.993652
	Iteration 5F: 3 clusters Score -4046178 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4047243.500000 Penalty: 5131.993652
	Iteration 6F: 3 clusters Score -4047244 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4048404.750000 Penalty: 5131.993652
	Iteration 7F: 3 clusters Score -4048405 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4049508.500000 Penalty: 5131.993652
	Iteration 8F: 3 clusters Score -4049508 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4050606.500000 Penalty: 5131.993652
	Iteration 9Q: 3 clusters Score -4050606 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4051571.500000 Penalty: 5131.993652
	Iteration 10Q: 3 clusters Score -4051572 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -4052318.750000 Penalty: 5131.993652
	Iteration 11Q: 3 clusters Score -4052319 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4052924.750000 Penalty: 5131.993652
	Iteration 12Q: 3 clusters Score -4052925 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4053402.000000 Penalty: 5131.993652
	Iteration 13Q: 3 clusters Score -4053402 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4053813.250000 Penalty: 5131.993652
	Iteration 14Q: 3 clusters Score -4053813 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4054131.000000 Penalty: 5131.993652
	Iteration 15Q: 3 clusters Score -4054131 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4054305.000000 Penalty: 5131.993652
	Iteration 16Q: 3 clusters Score -4054305 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4054424.500000 Penalty: 5131.993652
	Iteration 17Q: 3 clusters Score -4054424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4054488.000000 Penalty: 5131.993652
	Iteration 18Q: 3 clusters Score -4054488 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4054514.250000 Penalty: 5131.993652
	Iteration 19Q: 3 clusters Score -4054514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -4054538.250000 Penalty: 5131.993652
	Iteration 20F: 3 clusters Score -4054538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4054550.000000 Penalty: 5131.993652
	Iteration 21Q: 3 clusters Score -4054550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4054571.500000 Penalty: 5131.993652
	Iteration 22Q: 3 clusters Score -4054572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4054577.500000 Penalty: 5131.993652
	Iteration 23Q: 3 clusters Score -4054578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4054575.750000 Penalty: 5131.993652
	Iteration 24Q: 3 clusters Score -4054576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4054583.500000 Penalty: 5131.993652
	Iteration 25Q: 3 clusters Score -4054584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4054586.500000 Penalty: 5131.993652
	Iteration 26Q: 3 clusters Score -4054586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4054588.000000 Penalty: 5131.993652
	Iteration 27Q: 3 clusters Score -4054588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4054593.250000 Penalty: 5131.993652
	Iteration 28Q: 3 clusters Score -4054593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4054593.500000 Penalty: 5131.993652
	Iteration 29Q: 3 clusters Score -4054594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4054587.000000 Penalty: 5131.993652
	Iteration 30Q: 3 clusters Score -4054587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4054587.750000 Penalty: 5131.993652
	Iteration 31Q: 3 clusters Score -4054588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -4054592.250000 Penalty: 5131.993652
	Iteration 32Q: 3 clusters Score -4054592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4054590.500000 Penalty: 5131.993652
	Iteration 33Q: 3 clusters Score -4054590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4054591.250000 Penalty: 5131.993652
	Iteration 34Q: 3 clusters Score -4054591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4054589.500000 Penalty: 5131.993652
	Iteration 35Q: 3 clusters Score -4054590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4054593.000000 Penalty: 5131.993652
	Iteration 36Q: 3 clusters Score -4054593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4054594.500000 Penalty: 5131.993652
	Iteration 37Q: 3 clusters Score -4054594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4054594.500000 Penalty: 5131.993652
	Iteration 38F: 3 clusters Score -4054594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (210644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210644 members 
Entering Unmasked Estep 
Score: -28477370.000000 Penalty: 3039.965332
	Iteration 0F: 2 clusters Score -2.847737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -28346440.000000 Penalty: 6079.930664
	Iteration 0F: 3 clusters Score -2.834644e+07 nChanged 101249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -28405794.000000 Penalty: 6079.930664
	Iteration 1F: 3 clusters Score -2.840579e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113482 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -28407340.000000 Penalty: 6079.930664
	Iteration 2Q: 3 clusters Score -2.840734e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -28409408.000000 Penalty: 6079.930664
	Iteration 3Q: 3 clusters Score -2.840941e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123569 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -28413046.000000 Penalty: 6079.930664
	Iteration 4Q: 3 clusters Score -2.841305e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132460 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -28419526.000000 Penalty: 6079.930664
	Iteration 5Q: 3 clusters Score -2.841953e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -28429734.000000 Penalty: 6079.930664
	Iteration 6F: 3 clusters Score -2.842973e+07 nChanged 14362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157728 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -28441820.000000 Penalty: 6079.930664
	Iteration 7F: 3 clusters Score -2.844182e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -28452924.000000 Penalty: 6079.930664
	Iteration 8F: 3 clusters Score -2.845292e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -28460526.000000 Penalty: 6079.930664
	Iteration 9Q: 3 clusters Score -2.846053e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185463 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -28464864.000000 Penalty: 6079.930664
	Iteration 10Q: 3 clusters Score -2.846486e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189737 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -28467882.000000 Penalty: 6079.930664
	Iteration 11Q: 3 clusters Score -2.846788e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192842 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -28469696.000000 Penalty: 6079.930664
	Iteration 12Q: 3 clusters Score -2.84697e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195248 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -28470828.000000 Penalty: 6079.930664
	Iteration 13Q: 3 clusters Score -2.847083e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197181 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -28471544.000000 Penalty: 6079.930664
	Iteration 14Q: 3 clusters Score -2.847154e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198730 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -28472212.000000 Penalty: 6079.930664
	Iteration 15Q: 3 clusters Score -2.847221e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200061 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -28472772.000000 Penalty: 6079.930664
	Iteration 16Q: 3 clusters Score -2.847277e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201184 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -28473060.000000 Penalty: 6079.930664
	Iteration 17Q: 3 clusters Score -2.847306e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202118 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -28473452.000000 Penalty: 6079.930664
	Iteration 18Q: 3 clusters Score -2.847345e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -28473824.000000 Penalty: 6079.930664
	Iteration 19Q: 3 clusters Score -2.847382e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203647 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -28473978.000000 Penalty: 6079.930664
	Iteration 20F: 3 clusters Score -2.847398e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204239 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -28474194.000000 Penalty: 6079.930664
	Iteration 21Q: 3 clusters Score -2.847419e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204771 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -28474400.000000 Penalty: 6079.930664
	Iteration 22Q: 3 clusters Score -2.84744e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205226 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -28474620.000000 Penalty: 6079.930664
	Iteration 23Q: 3 clusters Score -2.847462e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205631 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -28474830.000000 Penalty: 6079.930664
	Iteration 24Q: 3 clusters Score -2.847483e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205941 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -28474886.000000 Penalty: 6079.930664
	Iteration 25Q: 3 clusters Score -2.847489e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206239 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -28474922.000000 Penalty: 6079.930664
	Iteration 26Q: 3 clusters Score -2.847492e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206486 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -28474922.000000 Penalty: 6079.930664
	Iteration 27Q: 3 clusters Score -2.847492e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206690 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -28474988.000000 Penalty: 6079.930664
	Iteration 28Q: 3 clusters Score -2.847499e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206878 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -28475062.000000 Penalty: 6079.930664
	Iteration 29Q: 3 clusters Score -2.847506e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207043 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -28475052.000000 Penalty: 6079.930664
	Iteration 30Q: 3 clusters Score -2.847505e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207201 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -28475052.000000 Penalty: 6079.930664
	Iteration 31Q: 3 clusters Score -2.847505e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207327 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -28475094.000000 Penalty: 6079.930664
	Iteration 32Q: 3 clusters Score -2.847509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207416 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -28475048.000000 Penalty: 6079.930664
	Iteration 33Q: 3 clusters Score -2.847505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207511 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -28475086.000000 Penalty: 6079.930664
	Iteration 34Q: 3 clusters Score -2.847509e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207588 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -28475134.000000 Penalty: 6079.930664
	Iteration 35Q: 3 clusters Score -2.847513e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207657 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -28475170.000000 Penalty: 6079.930664
	Iteration 36Q: 3 clusters Score -2.847517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207694 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -28475174.000000 Penalty: 6079.930664
	Iteration 37Q: 3 clusters Score -2.847517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207739 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -28475180.000000 Penalty: 6079.930664
	Iteration 38Q: 3 clusters Score -2.847518e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207769 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -28475168.000000 Penalty: 6079.930664
	Iteration 39Q: 3 clusters Score -2.847517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207804 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -28475188.000000 Penalty: 6079.930664
	Iteration 40F: 3 clusters Score -2.847519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207839 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -28475182.000000 Penalty: 6079.930664
	Iteration 41Q: 3 clusters Score -2.847518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207868 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -28475180.000000 Penalty: 6079.930664
	Iteration 42Q: 3 clusters Score -2.847518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207893 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -28475200.000000 Penalty: 6079.930664
	Iteration 43Q: 3 clusters Score -2.84752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207910 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -28475200.000000 Penalty: 6079.930664
	Iteration 44Q: 3 clusters Score -2.84752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207922 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -28475214.000000 Penalty: 6079.930664
	Iteration 45Q: 3 clusters Score -2.847521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207935 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -28475194.000000 Penalty: 6079.930664
	Iteration 46Q: 3 clusters Score -2.847519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207956 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -28475188.000000 Penalty: 6079.930664
	Iteration 47Q: 3 clusters Score -2.847519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207981 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -28475202.000000 Penalty: 6079.930664
	Iteration 48Q: 3 clusters Score -2.84752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208002 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -28475204.000000 Penalty: 6079.930664
	Iteration 49Q: 3 clusters Score -2.84752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208028 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -28475222.000000 Penalty: 6079.930664
	Iteration 50Q: 3 clusters Score -2.847522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208046 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -28475220.000000 Penalty: 6079.930664
	Iteration 51Q: 3 clusters Score -2.847522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208066 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -28475224.000000 Penalty: 6079.930664
	Iteration 52Q: 3 clusters Score -2.847522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208095 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -28475228.000000 Penalty: 6079.930664
	Iteration 53Q: 3 clusters Score -2.847523e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208113 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -28475208.000000 Penalty: 6079.930664
	Iteration 54Q: 3 clusters Score -2.847521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208137 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -28475216.000000 Penalty: 6079.930664
	Iteration 55Q: 3 clusters Score -2.847522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208155 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -28475214.000000 Penalty: 6079.930664
	Iteration 56Q: 3 clusters Score -2.847521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208181 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -28475236.000000 Penalty: 6079.930664
	Iteration 57Q: 3 clusters Score -2.847524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208198 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -28475242.000000 Penalty: 6079.930664
	Iteration 58Q: 3 clusters Score -2.847524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208215 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -28475236.000000 Penalty: 6079.930664
	Iteration 59Q: 3 clusters Score -2.847524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208233 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -28475234.000000 Penalty: 6079.930664
	Iteration 60F: 3 clusters Score -2.847523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208256 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -28475234.000000 Penalty: 6079.930664
	Iteration 61Q: 3 clusters Score -2.847523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208279 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -28475216.000000 Penalty: 6079.930664
	Iteration 62Q: 3 clusters Score -2.847522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208299 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -28475250.000000 Penalty: 6079.930664
	Iteration 63Q: 3 clusters Score -2.847525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208320 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -28475244.000000 Penalty: 6079.930664
	Iteration 64Q: 3 clusters Score -2.847524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208342 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -28475258.000000 Penalty: 6079.930664
	Iteration 65Q: 3 clusters Score -2.847526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208355 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -28475272.000000 Penalty: 6079.930664
	Iteration 66Q: 3 clusters Score -2.847527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -28475278.000000 Penalty: 6079.930664
	Iteration 67Q: 3 clusters Score -2.847528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208381 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -28475256.000000 Penalty: 6079.930664
	Iteration 68Q: 3 clusters Score -2.847526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208403 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -28475248.000000 Penalty: 6079.930664
	Iteration 69Q: 3 clusters Score -2.847525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208417 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -28475286.000000 Penalty: 6079.930664
	Iteration 70Q: 3 clusters Score -2.847529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208431 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -28475288.000000 Penalty: 6079.930664
	Iteration 71Q: 3 clusters Score -2.847529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208448 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -28475300.000000 Penalty: 6079.930664
	Iteration 72Q: 3 clusters Score -2.84753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208462 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -28475296.000000 Penalty: 6079.930664
	Iteration 73Q: 3 clusters Score -2.84753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208472 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -28475304.000000 Penalty: 6079.930664
	Iteration 74Q: 3 clusters Score -2.84753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208477 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28475298.000000 Penalty: 6079.930664
	Iteration 75Q: 3 clusters Score -2.84753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208483 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -28475274.000000 Penalty: 6079.930664
	Iteration 76Q: 3 clusters Score -2.847527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208486 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -28475296.000000 Penalty: 6079.930664
	Iteration 77Q: 3 clusters Score -2.84753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208495 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -28475294.000000 Penalty: 6079.930664
	Iteration 78Q: 3 clusters Score -2.847529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208499 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -28475282.000000 Penalty: 6079.930664
	Iteration 79Q: 3 clusters Score -2.847528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208501 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -28475276.000000 Penalty: 6079.930664
	Iteration 80F: 3 clusters Score -2.847528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208507 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28475288.000000 Penalty: 6079.930664
	Iteration 81Q: 3 clusters Score -2.847529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208509 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -28475276.000000 Penalty: 6079.930664
	Iteration 82Q: 3 clusters Score -2.847528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208509 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -28475268.000000 Penalty: 6079.930664
	Iteration 83Q: 3 clusters Score -2.847527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208509 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -28475272.000000 Penalty: 6079.930664
	Iteration 84Q: 3 clusters Score -2.847527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208507 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28475280.000000 Penalty: 6079.930664
	Iteration 85Q: 3 clusters Score -2.847528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208506 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -28475288.000000 Penalty: 6079.930664
	Iteration 86Q: 3 clusters Score -2.847529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208507 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28475300.000000 Penalty: 6079.930664
	Iteration 87Q: 3 clusters Score -2.84753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208511 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -28475268.000000 Penalty: 6079.930664
	Iteration 88Q: 3 clusters Score -2.847527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208512 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -28475276.000000 Penalty: 6079.930664
	Iteration 89Q: 3 clusters Score -2.847528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208513 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -28475286.000000 Penalty: 6079.930664
	Iteration 90Q: 3 clusters Score -2.847529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208516 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -28475284.000000 Penalty: 6079.930664
	Iteration 91Q: 3 clusters Score -2.847528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208519 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -28475272.000000 Penalty: 6079.930664
	Iteration 92Q: 3 clusters Score -2.847527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208522 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -28475278.000000 Penalty: 6079.930664
	Iteration 93Q: 3 clusters Score -2.847528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208527 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -28475266.000000 Penalty: 6079.930664
	Iteration 94Q: 3 clusters Score -2.847527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208532 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -28475292.000000 Penalty: 6079.930664
	Iteration 95Q: 3 clusters Score -2.847529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208536 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -28475302.000000 Penalty: 6079.930664
	Iteration 96Q: 3 clusters Score -2.84753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208541 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -28475274.000000 Penalty: 6079.930664
	Iteration 97Q: 3 clusters Score -2.847527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208553 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -28475284.000000 Penalty: 6079.930664
	Iteration 98Q: 3 clusters Score -2.847528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -28475272.000000 Penalty: 6079.930664
	Iteration 99Q: 3 clusters Score -2.847527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208582 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -28475282.000000 Penalty: 6079.930664
	Iteration 100F: 3 clusters Score -2.847528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208591 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -28475276.000000 Penalty: 6079.930664
	Iteration 101Q: 3 clusters Score -2.847528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208594 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -28475282.000000 Penalty: 6079.930664
	Iteration 102Q: 3 clusters Score -2.847528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208600 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -28475294.000000 Penalty: 6079.930664
	Iteration 103Q: 3 clusters Score -2.847529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208604 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -28475278.000000 Penalty: 6079.930664
	Iteration 104Q: 3 clusters Score -2.847528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208609 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -28475290.000000 Penalty: 6079.930664
	Iteration 105Q: 3 clusters Score -2.847529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208614 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -28475284.000000 Penalty: 6079.930664
	Iteration 106Q: 3 clusters Score -2.847528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208614 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -28475292.000000 Penalty: 6079.930664
	Iteration 107Q: 3 clusters Score -2.847529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208615 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -28475290.000000 Penalty: 6079.930664
	Iteration 108Q: 3 clusters Score -2.847529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208615 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -28475290.000000 Penalty: 6079.930664
	Iteration 109Q: 3 clusters Score -2.847529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208616 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -28475294.000000 Penalty: 6079.930664
	Iteration 110Q: 3 clusters Score -2.847529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208618 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -28475308.000000 Penalty: 6079.930664
	Iteration 111Q: 3 clusters Score -2.847531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208621 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -28475304.000000 Penalty: 6079.930664
	Iteration 112Q: 3 clusters Score -2.84753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208623 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -28475288.000000 Penalty: 6079.930664
	Iteration 113Q: 3 clusters Score -2.847529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208624 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -28475304.000000 Penalty: 6079.930664
	Iteration 114Q: 3 clusters Score -2.84753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208624 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -28475304.000000 Penalty: 6079.930664
	Iteration 115F: 3 clusters Score -2.84753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -357237.562500 Penalty: 1955.281616
	Iteration 0F: 2 clusters Score -357237.6 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 1315 members 
Entering Unmasked Estep 
Score: -354203.343750 Penalty: 3910.563232
	Iteration 0F: 3 clusters Score -354203.3 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -354802.531250 Penalty: 3910.563232
	Iteration 1F: 3 clusters Score -354802.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -354955.000000 Penalty: 3910.563232
	Iteration 2F: 3 clusters Score -354955 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -355037.093750 Penalty: 3910.563232
	Iteration 3Q: 3 clusters Score -355037.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -355082.843750 Penalty: 3910.563232
	Iteration 4Q: 3 clusters Score -355082.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -355116.718750 Penalty: 3910.563232
	Iteration 5Q: 3 clusters Score -355116.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -355141.125000 Penalty: 3910.563232
	Iteration 6Q: 3 clusters Score -355141.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -355158.531250 Penalty: 3910.563232
	Iteration 7Q: 3 clusters Score -355158.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -355174.218750 Penalty: 3910.563232
	Iteration 8Q: 3 clusters Score -355174.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -355189.937500 Penalty: 3910.563232
	Iteration 9Q: 3 clusters Score -355189.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -355201.781250 Penalty: 3910.563232
	Iteration 10Q: 3 clusters Score -355201.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -355214.343750 Penalty: 3910.563232
	Iteration 11Q: 3 clusters Score -355214.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -355226.375000 Penalty: 3910.563232
	Iteration 12Q: 3 clusters Score -355226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -355236.500000 Penalty: 3910.563232
	Iteration 13Q: 3 clusters Score -355236.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -355247.125000 Penalty: 3910.563232
	Iteration 14Q: 3 clusters Score -355247.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -355259.906250 Penalty: 3910.563232
	Iteration 15Q: 3 clusters Score -355259.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -355269.781250 Penalty: 3910.563232
	Iteration 16Q: 3 clusters Score -355269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -355274.875000 Penalty: 3910.563232
	Iteration 17Q: 3 clusters Score -355274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -355279.656250 Penalty: 3910.563232
	Iteration 18Q: 3 clusters Score -355279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -355283.500000 Penalty: 3910.563232
	Iteration 19Q: 3 clusters Score -355283.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -355288.843750 Penalty: 3910.563232
	Iteration 20F: 3 clusters Score -355288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -355291.093750 Penalty: 3910.563232
	Iteration 21Q: 3 clusters Score -355291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -355294.562500 Penalty: 3910.563232
	Iteration 22Q: 3 clusters Score -355294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -355296.125000 Penalty: 3910.563232
	Iteration 23Q: 3 clusters Score -355296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -355297.593750 Penalty: 3910.563232
	Iteration 24Q: 3 clusters Score -355297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -355299.812500 Penalty: 3910.563232
	Iteration 25Q: 3 clusters Score -355299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -355300.593750 Penalty: 3910.563232
	Iteration 26Q: 3 clusters Score -355300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -355301.062500 Penalty: 3910.563232
	Iteration 27Q: 3 clusters Score -355301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -355301.343750 Penalty: 3910.563232
	Iteration 28Q: 3 clusters Score -355301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -355301.781250 Penalty: 3910.563232
	Iteration 29Q: 3 clusters Score -355301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -355301.781250 Penalty: 3910.563232
	Iteration 30F: 3 clusters Score -355301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 76011 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 14871 members 
Mstep: Class 11 contains 83779 members 
Mstep: Class 12 contains 187762 members 
Mstep: Class 13 contains 75907 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 16 contains 13036 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 175400 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 21 contains 52378 members 
Mstep: Class 22 contains 31156 members 
Mstep: Class 23 contains 210644 members 
Mstep: Class 24 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126343304.000000 Penalty: 64890.031250
Iteration 39Q: 20 clusters Score -1.263433e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 597 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 10021 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 76727 members 
Mstep: Class 9 contains 9917 members 
Mstep: Class 10 contains 14789 members 
Mstep: Class 11 contains 83614 members 
Mstep: Class 12 contains 187241 members 
Mstep: Class 13 contains 76075 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 16 contains 12966 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 174981 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 21 contains 53187 members 
Mstep: Class 22 contains 31178 members 
Mstep: Class 23 contains 210077 members 
Mstep: Class 24 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126345808.000000 Penalty: 64890.031250
Iteration 40F: 20 clusters Score -1.263458e+08 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 77331 members 
Mstep: Class 9 contains 9853 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 83410 members 
Mstep: Class 12 contains 186461 members 
Mstep: Class 13 contains 76195 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 16 contains 12798 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 174584 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 21 contains 54333 members 
Mstep: Class 22 contains 30916 members 
Mstep: Class 23 contains 209624 members 
Mstep: Class 24 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126346800.000000 Penalty: 64890.031250
Iteration 41Q: 20 clusters Score -1.263468e+08 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 77890 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 11 contains 83267 members 
Mstep: Class 12 contains 185672 members 
Mstep: Class 13 contains 76326 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 16 contains 12679 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 174221 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 21 contains 55481 members 
Mstep: Class 22 contains 30810 members 
Mstep: Class 23 contains 209002 members 
Mstep: Class 24 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126347848.000000 Penalty: 64890.031250
Iteration 42Q: 20 clusters Score -1.263478e+08 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 78335 members 
Mstep: Class 9 contains 9728 members 
Mstep: Class 10 contains 14261 members 
Mstep: Class 11 contains 83091 members 
Mstep: Class 12 contains 184915 members 
Mstep: Class 13 contains 76409 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 16 contains 12597 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 173857 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 21 contains 56757 members 
Mstep: Class 22 contains 30769 members 
Mstep: Class 23 contains 208395 members 
Mstep: Class 24 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126348368.000000 Penalty: 64890.031250
Iteration 43Q: 20 clusters Score -1.263484e+08 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6225 members 
Mstep: Class 3 contains 11890 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 78786 members 
Mstep: Class 9 contains 9688 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 82925 members 
Mstep: Class 12 contains 184151 members 
Mstep: Class 13 contains 76478 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 16 contains 12535 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 173491 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 21 contains 58202 members 
Mstep: Class 22 contains 30708 members 
Mstep: Class 23 contains 207634 members 
Mstep: Class 24 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126349448.000000 Penalty: 64890.031250
Iteration 44Q: 20 clusters Score -1.263494e+08 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 12068 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 79188 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 14220 members 
Mstep: Class 11 contains 82765 members 
Mstep: Class 12 contains 183328 members 
Mstep: Class 13 contains 76479 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 16 contains 12462 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 173121 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 21 contains 59734 members 
Mstep: Class 22 contains 30685 members 
Mstep: Class 23 contains 206963 members 
Mstep: Class 24 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126350328.000000 Penalty: 64890.031250
Iteration 45Q: 20 clusters Score -1.263503e+08 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 12227 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 79637 members 
Mstep: Class 9 contains 9619 members 
Mstep: Class 10 contains 14182 members 
Mstep: Class 11 contains 82649 members 
Mstep: Class 12 contains 182371 members 
Mstep: Class 13 contains 76435 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 12412 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 172777 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 21 contains 61366 members 
Mstep: Class 22 contains 30645 members 
Mstep: Class 23 contains 206300 members 
Mstep: Class 24 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126351152.000000 Penalty: 64890.031250
Iteration 46Q: 20 clusters Score -1.263512e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 12352 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 80037 members 
Mstep: Class 9 contains 9587 members 
Mstep: Class 10 contains 14151 members 
Mstep: Class 11 contains 82557 members 
Mstep: Class 12 contains 181392 members 
Mstep: Class 13 contains 76351 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12370 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 172477 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 21 contains 63120 members 
Mstep: Class 22 contains 30614 members 
Mstep: Class 23 contains 205576 members 
Mstep: Class 24 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126351416.000000 Penalty: 64890.031250
Iteration 47Q: 20 clusters Score -1.263514e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6395 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 80374 members 
Mstep: Class 9 contains 9562 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 82449 members 
Mstep: Class 12 contains 180356 members 
Mstep: Class 13 contains 76239 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12326 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 172166 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 21 contains 65017 members 
Mstep: Class 22 contains 30618 members 
Mstep: Class 23 contains 204867 members 
Mstep: Class 24 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126352016.000000 Penalty: 64890.031250
Iteration 48Q: 20 clusters Score -1.26352e+08 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 12527 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 80661 members 
Mstep: Class 9 contains 9528 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 11 contains 82352 members 
Mstep: Class 12 contains 179317 members 
Mstep: Class 13 contains 76107 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 171868 members 
Mstep: Class 19 contains 1967 members 
Mstep: Class 21 contains 67004 members 
Mstep: Class 22 contains 30621 members 
Mstep: Class 23 contains 204135 members 
Mstep: Class 24 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126352920.000000 Penalty: 64890.031250
Iteration 49Q: 20 clusters Score -1.263529e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 12597 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 80905 members 
Mstep: Class 9 contains 9495 members 
Mstep: Class 10 contains 14150 members 
Mstep: Class 11 contains 82261 members 
Mstep: Class 12 contains 178232 members 
Mstep: Class 13 contains 75938 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 171504 members 
Mstep: Class 19 contains 1967 members 
Mstep: Class 21 contains 69213 members 
Mstep: Class 22 contains 30610 members 
Mstep: Class 23 contains 203377 members 
Mstep: Class 24 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126353752.000000 Penalty: 64890.031250
Iteration 50Q: 20 clusters Score -1.263538e+08 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 12649 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 81102 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 14153 members 
Mstep: Class 11 contains 82204 members 
Mstep: Class 12 contains 177160 members 
Mstep: Class 13 contains 75682 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12175 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 171184 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 21 contains 71506 members 
Mstep: Class 22 contains 30600 members 
Mstep: Class 23 contains 202596 members 
Mstep: Class 24 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126354128.000000 Penalty: 64890.031250
Iteration 51Q: 20 clusters Score -1.263541e+08 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12706 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 81249 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 82128 members 
Mstep: Class 12 contains 176099 members 
Mstep: Class 13 contains 75417 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12151 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 170874 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 21 contains 73870 members 
Mstep: Class 22 contains 30581 members 
Mstep: Class 23 contains 201816 members 
Mstep: Class 24 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126354584.000000 Penalty: 64890.031250
Iteration 52Q: 20 clusters Score -1.263546e+08 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 81317 members 
Mstep: Class 9 contains 9402 members 
Mstep: Class 10 contains 14142 members 
Mstep: Class 11 contains 82102 members 
Mstep: Class 12 contains 175035 members 
Mstep: Class 13 contains 75107 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12128 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 170542 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 21 contains 76385 members 
Mstep: Class 22 contains 30584 members 
Mstep: Class 23 contains 200970 members 
Mstep: Class 24 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126355456.000000 Penalty: 64890.031250
Iteration 53Q: 20 clusters Score -1.263555e+08 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6540 members 
Mstep: Class 3 contains 12766 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 81373 members 
Mstep: Class 9 contains 9362 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 82084 members 
Mstep: Class 12 contains 173970 members 
Mstep: Class 13 contains 74729 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 170228 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 21 contains 78931 members 
Mstep: Class 22 contains 30580 members 
Mstep: Class 23 contains 200166 members 
Mstep: Class 24 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126356120.000000 Penalty: 64890.031250
Iteration 54Q: 20 clusters Score -1.263561e+08 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 12788 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 81411 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 14144 members 
Mstep: Class 11 contains 82031 members 
Mstep: Class 12 contains 173031 members 
Mstep: Class 13 contains 74304 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12079 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 169862 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 21 contains 81495 members 
Mstep: Class 22 contains 30569 members 
Mstep: Class 23 contains 199353 members 
Mstep: Class 24 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126356896.000000 Penalty: 64890.031250
Iteration 55Q: 20 clusters Score -1.263569e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 81341 members 
Mstep: Class 9 contains 9306 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 81973 members 
Mstep: Class 12 contains 172157 members 
Mstep: Class 13 contains 73885 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 16 contains 12058 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 169537 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 21 contains 84114 members 
Mstep: Class 22 contains 30567 members 
Mstep: Class 23 contains 198497 members 
Mstep: Class 24 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126357904.000000 Penalty: 64890.031250
Iteration 56Q: 20 clusters Score -1.263579e+08 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 12820 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 81208 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 14145 members 
Mstep: Class 11 contains 81898 members 
Mstep: Class 12 contains 171361 members 
Mstep: Class 13 contains 73438 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 12039 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 169182 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 21 contains 86658 members 
Mstep: Class 22 contains 30564 members 
Mstep: Class 23 contains 197764 members 
Mstep: Class 24 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126358800.000000 Penalty: 64890.031250
Iteration 57Q: 20 clusters Score -1.263588e+08 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6635 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 81042 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 81866 members 
Mstep: Class 12 contains 170652 members 
Mstep: Class 13 contains 73050 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 12006 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 168910 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 21 contains 89019 members 
Mstep: Class 22 contains 30566 members 
Mstep: Class 23 contains 197003 members 
Mstep: Class 24 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126359248.000000 Penalty: 64890.031250
Iteration 58Q: 20 clusters Score -1.263592e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6670 members 
Mstep: Class 3 contains 12848 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 80844 members 
Mstep: Class 9 contains 9206 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 81827 members 
Mstep: Class 12 contains 170033 members 
Mstep: Class 13 contains 72652 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 168739 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 21 contains 91275 members 
Mstep: Class 22 contains 30569 members 
Mstep: Class 23 contains 196184 members 
Mstep: Class 24 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126359712.000000 Penalty: 64890.031250
Iteration 59Q: 20 clusters Score -1.263597e+08 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 80677 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 14121 members 
Mstep: Class 11 contains 81760 members 
Mstep: Class 12 contains 169427 members 
Mstep: Class 13 contains 72259 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11958 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 168594 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 21 contains 93437 members 
Mstep: Class 22 contains 30567 members 
Mstep: Class 23 contains 195413 members 
Mstep: Class 24 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126361056.000000 Penalty: 64890.031250
Iteration 60F: 20 clusters Score -1.263611e+08 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 12878 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 80489 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 14119 members 
Mstep: Class 11 contains 81682 members 
Mstep: Class 12 contains 168481 members 
Mstep: Class 13 contains 71797 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 18 contains 168288 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 21 contains 96416 members 
Mstep: Class 22 contains 30555 members 
Mstep: Class 23 contains 194447 members 
Mstep: Class 24 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126362736.000000 Penalty: 64890.031250
Iteration 61Q: 20 clusters Score -1.263627e+08 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 80195 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 81645 members 
Mstep: Class 12 contains 167507 members 
Mstep: Class 13 contains 71337 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11889 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 167920 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 21 contains 99429 members 
Mstep: Class 22 contains 30555 members 
Mstep: Class 23 contains 193599 members 
Mstep: Class 24 contains 2585 members 
Entering Unmasked Estep 
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Score: -126363624.000000 Penalty: 64890.031250
Iteration 62Q: 20 clusters Score -1.263636e+08 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 12952 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 79826 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 81572 members 
Mstep: Class 12 contains 166663 members 
Mstep: Class 13 contains 70817 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 167618 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 102437 members 
Mstep: Class 22 contains 30557 members 
Mstep: Class 23 contains 192723 members 
Mstep: Class 24 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126364840.000000 Penalty: 64890.031250
Iteration 63Q: 20 clusters Score -1.263648e+08 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 79399 members 
Mstep: Class 9 contains 9050 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 81497 members 
Mstep: Class 12 contains 165915 members 
Mstep: Class 13 contains 70282 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11820 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 167509 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 21 contains 105429 members 
Mstep: Class 22 contains 30548 members 
Mstep: Class 23 contains 191665 members 
Mstep: Class 24 contains 2581 members 
Entering Unmasked Estep 
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Score: -126365688.000000 Penalty: 64890.031250
Iteration 64Q: 20 clusters Score -1.263657e+08 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 78966 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 81420 members 
Mstep: Class 12 contains 165277 members 
Mstep: Class 13 contains 69746 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11793 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 167396 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 21 contains 108481 members 
Mstep: Class 22 contains 30536 members 
Mstep: Class 23 contains 190446 members 
Mstep: Class 24 contains 2579 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.263663e+08 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 12983 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 78538 members 
Mstep: Class 9 contains 8992 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 81337 members 
Mstep: Class 12 contains 164514 members 
Mstep: Class 13 contains 69276 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11767 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 167305 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 21 contains 111589 members 
Mstep: Class 22 contains 30530 members 
Mstep: Class 23 contains 189186 members 
Mstep: Class 24 contains 2579 members 
Entering Unmasked Estep 
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Score: -126367016.000000 Penalty: 64890.031250
Iteration 66Q: 20 clusters Score -1.26367e+08 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 12987 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 78056 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 14107 members 
Mstep: Class 11 contains 81285 members 
Mstep: Class 12 contains 163753 members 
Mstep: Class 13 contains 68814 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 908 members 
Mstep: Class 18 contains 167214 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 114700 members 
Mstep: Class 22 contains 30513 members 
Mstep: Class 23 contains 187959 members 
Mstep: Class 24 contains 2579 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.263685e+08 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 12998 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 77553 members 
Mstep: Class 9 contains 8940 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 11 contains 81204 members 
Mstep: Class 12 contains 163134 members 
Mstep: Class 13 contains 68354 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11708 members 
Mstep: Class 17 contains 904 members 
Mstep: Class 18 contains 167170 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 21 contains 117616 members 
Mstep: Class 22 contains 30486 members 
Mstep: Class 23 contains 186791 members 
Mstep: Class 24 contains 2578 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.263695e+08 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 13010 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 77017 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 14093 members 
Mstep: Class 11 contains 81115 members 
Mstep: Class 12 contains 162644 members 
Mstep: Class 13 contains 67949 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11683 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 167097 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 21 contains 120527 members 
Mstep: Class 22 contains 30475 members 
Mstep: Class 23 contains 185499 members 
Mstep: Class 24 contains 2579 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.263702e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 13017 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 76449 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 14085 members 
Mstep: Class 11 contains 81028 members 
Mstep: Class 12 contains 162261 members 
Mstep: Class 13 contains 67558 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11665 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 167115 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 21 contains 123335 members 
Mstep: Class 22 contains 30457 members 
Mstep: Class 23 contains 184141 members 
Mstep: Class 24 contains 2575 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.263708e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 13022 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 75901 members 
Mstep: Class 9 contains 8869 members 
Mstep: Class 10 contains 14074 members 
Mstep: Class 11 contains 80943 members 
Mstep: Class 12 contains 161903 members 
Mstep: Class 13 contains 67182 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 167207 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 21 contains 126031 members 
Mstep: Class 22 contains 30434 members 
Mstep: Class 23 contains 182777 members 
Mstep: Class 24 contains 2570 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.263714e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 13029 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 75384 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 80836 members 
Mstep: Class 12 contains 161556 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11635 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167315 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 21 contains 128570 members 
Mstep: Class 22 contains 30428 members 
Mstep: Class 23 contains 181472 members 
Mstep: Class 24 contains 2568 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -1.263722e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 13033 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 74873 members 
Mstep: Class 9 contains 8830 members 
Mstep: Class 10 contains 14052 members 
Mstep: Class 11 contains 80755 members 
Mstep: Class 12 contains 161101 members 
Mstep: Class 13 contains 66506 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167355 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 21 contains 131104 members 
Mstep: Class 22 contains 30431 members 
Mstep: Class 23 contains 180298 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126372480.000000 Penalty: 64890.031250
Iteration 73Q: 20 clusters Score -1.263725e+08 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 13031 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 74404 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 80636 members 
Mstep: Class 12 contains 160703 members 
Mstep: Class 13 contains 66190 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11601 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167386 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 21 contains 133554 members 
Mstep: Class 22 contains 30431 members 
Mstep: Class 23 contains 179145 members 
Mstep: Class 24 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126372448.000000 Penalty: 64890.031250
Iteration 74Q: 20 clusters Score -1.263724e+08 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 13030 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 73991 members 
Mstep: Class 9 contains 8792 members 
Mstep: Class 10 contains 14038 members 
Mstep: Class 11 contains 80519 members 
Mstep: Class 12 contains 160375 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11567 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167367 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 21 contains 135871 members 
Mstep: Class 22 contains 30450 members 
Mstep: Class 23 contains 178008 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126372704.000000 Penalty: 64890.031250
Iteration 75Q: 20 clusters Score -1.263727e+08 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 13034 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 73593 members 
Mstep: Class 9 contains 8784 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 80395 members 
Mstep: Class 12 contains 160067 members 
Mstep: Class 13 contains 65628 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167333 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 21 contains 138157 members 
Mstep: Class 22 contains 30455 members 
Mstep: Class 23 contains 176852 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373304.000000 Penalty: 64890.031250
Iteration 76Q: 20 clusters Score -1.263733e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 13033 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 73172 members 
Mstep: Class 9 contains 8770 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 80293 members 
Mstep: Class 12 contains 159884 members 
Mstep: Class 13 contains 65361 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11497 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167273 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 21 contains 140247 members 
Mstep: Class 22 contains 30463 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373432.000000 Penalty: 64890.031250
Iteration 77Q: 20 clusters Score -1.263734e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 72800 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 11 contains 80207 members 
Mstep: Class 12 contains 159774 members 
Mstep: Class 13 contains 65121 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11450 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167149 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 21 contains 142291 members 
Mstep: Class 22 contains 30464 members 
Mstep: Class 23 contains 174705 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373592.000000 Penalty: 64890.031250
Iteration 78Q: 20 clusters Score -1.263736e+08 nChanged 3753
Entering ConstructFrom: 
Score: -126373592.000000 Penalty: 64890.031250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -86217.500000 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -86217.5 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 422 members 
Entering Unmasked Estep 
Score: -84567.414062 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -84567.41 nChanged 234
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: -85384.468750 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -85384.47 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86095.976562 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -86095.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86719.437500 Penalty: 3335.020996
	Iteration 3F: 3 clusters Score -86719.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87131.234375 Penalty: 3335.020996
	Iteration 4F: 3 clusters Score -87131.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87193.304688 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -87193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87208.945312 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -87208.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87240.789062 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -87240.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87250.023438 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -87250.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87319.804688 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -87319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87321.632812 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -87321.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87321.632812 Penalty: 3335.020996
	Iteration 11F: 3 clusters Score -87321.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 72454 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 80147 members 
Mstep: Class 12 contains 159714 members 
Mstep: Class 13 contains 64897 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167004 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 21 contains 144250 members 
Mstep: Class 22 contains 30461 members 
Mstep: Class 23 contains 173602 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
Score: -126372816.000000 Penalty: 68305.296875
Splitting cluster 1 changes total score from -126373592.000000 to -126372816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -938481.062500 Penalty: 2208.785400
	Iteration 0F: 2 clusters Score -938481.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -932401.375000 Penalty: 4417.570801
	Iteration 0F: 3 clusters Score -932401.4 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -933979.187500 Penalty: 4417.570801
	Iteration 1F: 3 clusters Score -933979.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -934265.125000 Penalty: 4417.570801
	Iteration 2F: 3 clusters Score -934265.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -934456.750000 Penalty: 4417.570801
	Iteration 3F: 3 clusters Score -934456.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -934598.250000 Penalty: 4417.570801
	Iteration 4Q: 3 clusters Score -934598.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -934702.625000 Penalty: 4417.570801
	Iteration 5Q: 3 clusters Score -934702.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -934789.000000 Penalty: 4417.570801
	Iteration 6Q: 3 clusters Score -934789 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -934854.937500 Penalty: 4417.570801
	Iteration 7Q: 3 clusters Score -934854.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -934921.687500 Penalty: 4417.570801
	Iteration 8Q: 3 clusters Score -934921.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -934987.875000 Penalty: 4417.570801
	Iteration 9Q: 3 clusters Score -934987.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -935063.562500 Penalty: 4417.570801
	Iteration 10Q: 3 clusters Score -935063.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -935148.187500 Penalty: 4417.570801
	Iteration 11Q: 3 clusters Score -935148.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -935224.625000 Penalty: 4417.570801
	Iteration 12Q: 3 clusters Score -935224.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -935307.062500 Penalty: 4417.570801
	Iteration 13Q: 3 clusters Score -935307.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -935379.187500 Penalty: 4417.570801
	Iteration 14Q: 3 clusters Score -935379.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -935457.812500 Penalty: 4417.570801
	Iteration 15Q: 3 clusters Score -935457.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -935555.875000 Penalty: 4417.570801
	Iteration 16Q: 3 clusters Score -935555.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -935667.625000 Penalty: 4417.570801
	Iteration 17Q: 3 clusters Score -935667.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -935773.750000 Penalty: 4417.570801
	Iteration 18Q: 3 clusters Score -935773.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -935895.437500 Penalty: 4417.570801
	Iteration 19Q: 3 clusters Score -935895.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -936002.562500 Penalty: 4417.570801
	Iteration 20F: 3 clusters Score -936002.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -936103.562500 Penalty: 4417.570801
	Iteration 21Q: 3 clusters Score -936103.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -936185.937500 Penalty: 4417.570801
	Iteration 22Q: 3 clusters Score -936185.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -936255.625000 Penalty: 4417.570801
	Iteration 23Q: 3 clusters Score -936255.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -936313.062500 Penalty: 4417.570801
	Iteration 24Q: 3 clusters Score -936313.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -936360.125000 Penalty: 4417.570801
	Iteration 25Q: 3 clusters Score -936360.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -936382.937500 Penalty: 4417.570801
	Iteration 26Q: 3 clusters Score -936382.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -936394.000000 Penalty: 4417.570801
	Iteration 27Q: 3 clusters Score -936394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -936405.937500 Penalty: 4417.570801
	Iteration 28Q: 3 clusters Score -936405.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -936425.937500 Penalty: 4417.570801
	Iteration 29Q: 3 clusters Score -936425.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -936443.687500 Penalty: 4417.570801
	Iteration 30Q: 3 clusters Score -936443.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -936458.875000 Penalty: 4417.570801
	Iteration 31Q: 3 clusters Score -936458.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -936469.437500 Penalty: 4417.570801
	Iteration 32Q: 3 clusters Score -936469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -936473.625000 Penalty: 4417.570801
	Iteration 33Q: 3 clusters Score -936473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -936478.062500 Penalty: 4417.570801
	Iteration 34Q: 3 clusters Score -936478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -936485.750000 Penalty: 4417.570801
	Iteration 35Q: 3 clusters Score -936485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -936496.437500 Penalty: 4417.570801
	Iteration 36Q: 3 clusters Score -936496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -936506.187500 Penalty: 4417.570801
	Iteration 37Q: 3 clusters Score -936506.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -936508.937500 Penalty: 4417.570801
	Iteration 38Q: 3 clusters Score -936508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -936511.312500 Penalty: 4417.570801
	Iteration 39Q: 3 clusters Score -936511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -936513.312500 Penalty: 4417.570801
	Iteration 40F: 3 clusters Score -936513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -936518.375000 Penalty: 4417.570801
	Iteration 41Q: 3 clusters Score -936518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -936520.437500 Penalty: 4417.570801
	Iteration 42Q: 3 clusters Score -936520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -936523.875000 Penalty: 4417.570801
	Iteration 43Q: 3 clusters Score -936523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -936523.875000 Penalty: 4417.570801
	Iteration 44F: 3 clusters Score -936523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Entering Unmasked Estep 
Score: -1554684.625000 Penalty: 2350.011719
	Iteration 0F: 2 clusters Score -1554685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1545120.375000 Penalty: 4700.023438
	Iteration 0F: 3 clusters Score -1545120 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1548098.750000 Penalty: 4700.023438
	Iteration 1F: 3 clusters Score -1548099 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1548707.250000 Penalty: 4700.023438
	Iteration 2F: 3 clusters Score -1548707 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1549341.500000 Penalty: 4700.023438
	Iteration 3F: 3 clusters Score -1549342 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1549941.750000 Penalty: 4700.023438
	Iteration 4F: 3 clusters Score -1549942 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1550559.250000 Penalty: 4700.023438
	Iteration 5F: 3 clusters Score -1550559 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1551084.250000 Penalty: 4700.023438
	Iteration 6F: 3 clusters Score -1551084 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1551472.500000 Penalty: 4700.023438
	Iteration 7Q: 3 clusters Score -1551472 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1551749.625000 Penalty: 4700.023438
	Iteration 8Q: 3 clusters Score -1551750 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1551965.375000 Penalty: 4700.023438
	Iteration 9Q: 3 clusters Score -1551965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1552148.000000 Penalty: 4700.023438
	Iteration 10Q: 3 clusters Score -1552148 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1552292.875000 Penalty: 4700.023438
	Iteration 11Q: 3 clusters Score -1552293 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1552440.750000 Penalty: 4700.023438
	Iteration 12Q: 3 clusters Score -1552441 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1552563.750000 Penalty: 4700.023438
	Iteration 13Q: 3 clusters Score -1552564 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1552658.000000 Penalty: 4700.023438
	Iteration 14Q: 3 clusters Score -1552658 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1552743.000000 Penalty: 4700.023438
	Iteration 15Q: 3 clusters Score -1552743 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1552801.375000 Penalty: 4700.023438
	Iteration 16Q: 3 clusters Score -1552801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1552843.875000 Penalty: 4700.023438
	Iteration 17Q: 3 clusters Score -1552844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1552879.750000 Penalty: 4700.023438
	Iteration 18Q: 3 clusters Score -1552880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1552898.000000 Penalty: 4700.023438
	Iteration 19Q: 3 clusters Score -1552898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1552920.875000 Penalty: 4700.023438
	Iteration 20F: 3 clusters Score -1552921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1552943.875000 Penalty: 4700.023438
	Iteration 21Q: 3 clusters Score -1552944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1552967.000000 Penalty: 4700.023438
	Iteration 22Q: 3 clusters Score -1552967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1552987.625000 Penalty: 4700.023438
	Iteration 23Q: 3 clusters Score -1552988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1552995.750000 Penalty: 4700.023438
	Iteration 24Q: 3 clusters Score -1552996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1553004.875000 Penalty: 4700.023438
	Iteration 25Q: 3 clusters Score -1553005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1553015.750000 Penalty: 4700.023438
	Iteration 26Q: 3 clusters Score -1553016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1553016.500000 Penalty: 4700.023438
	Iteration 27Q: 3 clusters Score -1553016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1553023.125000 Penalty: 4700.023438
	Iteration 28Q: 3 clusters Score -1553023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1553027.750000 Penalty: 4700.023438
	Iteration 29Q: 3 clusters Score -1553028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1553027.625000 Penalty: 4700.023438
	Iteration 30Q: 3 clusters Score -1553028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1553030.250000 Penalty: 4700.023438
	Iteration 31Q: 3 clusters Score -1553030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1553032.875000 Penalty: 4700.023438
	Iteration 32Q: 3 clusters Score -1553033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1553034.750000 Penalty: 4700.023438
	Iteration 33Q: 3 clusters Score -1553035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1553033.750000 Penalty: 4700.023438
	Iteration 34Q: 3 clusters Score -1553034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1553036.125000 Penalty: 4700.023438
	Iteration 35Q: 3 clusters Score -1553036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1553037.375000 Penalty: 4700.023438
	Iteration 36Q: 3 clusters Score -1553037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1553040.625000 Penalty: 4700.023438
	Iteration 37Q: 3 clusters Score -1553041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1553041.500000 Penalty: 4700.023438
	Iteration 38Q: 3 clusters Score -1553042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1553043.500000 Penalty: 4700.023438
	Iteration 39Q: 3 clusters Score -1553044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1553052.625000 Penalty: 4700.023438
	Iteration 40F: 3 clusters Score -1553053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1553054.125000 Penalty: 4700.023438
	Iteration 41Q: 3 clusters Score -1553054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1553057.250000 Penalty: 4700.023438
	Iteration 42Q: 3 clusters Score -1553057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1553059.375000 Penalty: 4700.023438
	Iteration 43Q: 3 clusters Score -1553059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1553064.250000 Penalty: 4700.023438
	Iteration 44Q: 3 clusters Score -1553064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1553067.000000 Penalty: 4700.023438
	Iteration 45Q: 3 clusters Score -1553067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1553070.250000 Penalty: 4700.023438
	Iteration 46Q: 3 clusters Score -1553070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1553075.750000 Penalty: 4700.023438
	Iteration 47Q: 3 clusters Score -1553076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1553072.375000 Penalty: 4700.023438
	Iteration 48Q: 3 clusters Score -1553072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1553073.875000 Penalty: 4700.023438
	Iteration 49Q: 3 clusters Score -1553074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1553076.375000 Penalty: 4700.023438
	Iteration 50Q: 3 clusters Score -1553076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1553075.875000 Penalty: 4700.023438
	Iteration 51Q: 3 clusters Score -1553076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1553078.375000 Penalty: 4700.023438
	Iteration 52Q: 3 clusters Score -1553078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1553079.000000 Penalty: 4700.023438
	Iteration 53Q: 3 clusters Score -1553079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1553078.500000 Penalty: 4700.023438
	Iteration 54Q: 3 clusters Score -1553078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1553081.375000 Penalty: 4700.023438
	Iteration 55Q: 3 clusters Score -1553081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1553081.375000 Penalty: 4700.023438
	Iteration 56F: 3 clusters Score -1553081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -195388.875000 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -195388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -193153.875000 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -193153.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -193477.640625 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -193477.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193570.453125 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -193570.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -193616.875000 Penalty: 3611.567139
	Iteration 3Q: 3 clusters Score -193616.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193644.406250 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -193644.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193656.250000 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -193656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193664.875000 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -193664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193669.140625 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -193669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193671.687500 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -193671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -193673.968750 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -193674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193674.203125 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -193674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193674.718750 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -193674.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193674.718750 Penalty: 3611.567139
	Iteration 12F: 3 clusters Score -193674.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Entering Unmasked Estep 
Score: -9812856.000000 Penalty: 2775.295410
	Iteration 0F: 2 clusters Score -9812856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -9764189.000000 Penalty: 5550.590820
	Iteration 0F: 3 clusters Score -9764189 nChanged 34118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -9783367.000000 Penalty: 5550.590820
	Iteration 1F: 3 clusters Score -9783367 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -9784204.000000 Penalty: 5550.590820
	Iteration 2Q: 3 clusters Score -9784204 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -9785216.000000 Penalty: 5550.590820
	Iteration 3Q: 3 clusters Score -9785216 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -9786549.000000 Penalty: 5550.590820
	Iteration 4Q: 3 clusters Score -9786549 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -9788682.000000 Penalty: 5550.590820
	Iteration 5F: 3 clusters Score -9788682 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -9791660.000000 Penalty: 5550.590820
	Iteration 6F: 3 clusters Score -9791660 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -9795828.000000 Penalty: 5550.590820
	Iteration 7F: 3 clusters Score -9795828 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -9800596.000000 Penalty: 5550.590820
	Iteration 8F: 3 clusters Score -9800596 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -9804854.000000 Penalty: 5550.590820
	Iteration 9F: 3 clusters Score -9804854 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9807662.000000 Penalty: 5550.590820
	Iteration 10Q: 3 clusters Score -9807662 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9809130.000000 Penalty: 5550.590820
	Iteration 11Q: 3 clusters Score -9809130 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9809788.000000 Penalty: 5550.590820
	Iteration 12Q: 3 clusters Score -9809788 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9810083.000000 Penalty: 5550.590820
	Iteration 13Q: 3 clusters Score -9810083 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9810193.000000 Penalty: 5550.590820
	Iteration 14Q: 3 clusters Score -9810193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9810271.000000 Penalty: 5550.590820
	Iteration 15Q: 3 clusters Score -9810271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9810301.000000 Penalty: 5550.590820
	Iteration 16Q: 3 clusters Score -9810301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9810328.000000 Penalty: 5550.590820
	Iteration 17Q: 3 clusters Score -9810328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9810354.000000 Penalty: 5550.590820
	Iteration 18Q: 3 clusters Score -9810354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9810369.000000 Penalty: 5550.590820
	Iteration 19Q: 3 clusters Score -9810369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9810381.000000 Penalty: 5550.590820
	Iteration 20F: 3 clusters Score -9810381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9810398.000000 Penalty: 5550.590820
	Iteration 21Q: 3 clusters Score -9810398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9810407.000000 Penalty: 5550.590820
	Iteration 22Q: 3 clusters Score -9810407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9810417.000000 Penalty: 5550.590820
	Iteration 23Q: 3 clusters Score -9810417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9810431.000000 Penalty: 5550.590820
	Iteration 24Q: 3 clusters Score -9810431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9810444.000000 Penalty: 5550.590820
	Iteration 25Q: 3 clusters Score -9810444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9810443.000000 Penalty: 5550.590820
	Iteration 26Q: 3 clusters Score -9810443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9810456.000000 Penalty: 5550.590820
	Iteration 27Q: 3 clusters Score -9810456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9810456.000000 Penalty: 5550.590820
	Iteration 28F: 3 clusters Score -9810456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -1126128.000000 Penalty: 2250.821777
	Iteration 0F: 2 clusters Score -1126128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1119218.000000 Penalty: 4501.643555
	Iteration 0F: 3 clusters Score -1119218 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1121135.125000 Penalty: 4501.643555
	Iteration 1F: 3 clusters Score -1121135 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1121450.875000 Penalty: 4501.643555
	Iteration 2F: 3 clusters Score -1121451 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1121748.000000 Penalty: 4501.643555
	Iteration 3Q: 3 clusters Score -1121748 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1122041.500000 Penalty: 4501.643555
	Iteration 4Q: 3 clusters Score -1122042 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1122325 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1122548.375000 Penalty: 4501.643555
	Iteration 6Q: 3 clusters Score -1122548 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1122733.375000 Penalty: 4501.643555
	Iteration 7Q: 3 clusters Score -1122733 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1122877 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1122997.750000 Penalty: 4501.643555
	Iteration 9Q: 3 clusters Score -1122998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1123092.000000 Penalty: 4501.643555
	Iteration 10Q: 3 clusters Score -1123092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1123167 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1123223.000000 Penalty: 4501.643555
	Iteration 12Q: 3 clusters Score -1123223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1123277 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1123316.250000 Penalty: 4501.643555
	Iteration 14Q: 3 clusters Score -1123316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1123357.375000 Penalty: 4501.643555
	Iteration 15Q: 3 clusters Score -1123357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1123396.250000 Penalty: 4501.643555
	Iteration 16Q: 3 clusters Score -1123396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1123425.250000 Penalty: 4501.643555
	Iteration 17Q: 3 clusters Score -1123425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1123446.625000 Penalty: 4501.643555
	Iteration 18Q: 3 clusters Score -1123447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1123464.000000 Penalty: 4501.643555
	Iteration 19Q: 3 clusters Score -1123464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1123478.625000 Penalty: 4501.643555
	Iteration 20F: 3 clusters Score -1123479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1123490.625000 Penalty: 4501.643555
	Iteration 21Q: 3 clusters Score -1123491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1123508.375000 Penalty: 4501.643555
	Iteration 22Q: 3 clusters Score -1123508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1123525.000000 Penalty: 4501.643555
	Iteration 23Q: 3 clusters Score -1123525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1123546.625000 Penalty: 4501.643555
	Iteration 24Q: 3 clusters Score -1123547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1123565.750000 Penalty: 4501.643555
	Iteration 25Q: 3 clusters Score -1123566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1123582.125000 Penalty: 4501.643555
	Iteration 26Q: 3 clusters Score -1123582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1123616.875000 Penalty: 4501.643555
	Iteration 27Q: 3 clusters Score -1123617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1123647.125000 Penalty: 4501.643555
	Iteration 28Q: 3 clusters Score -1123647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1123676.000000 Penalty: 4501.643555
	Iteration 29Q: 3 clusters Score -1123676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1123712.250000 Penalty: 4501.643555
	Iteration 30Q: 3 clusters Score -1123712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1123737.500000 Penalty: 4501.643555
	Iteration 31Q: 3 clusters Score -1123738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1123763.875000 Penalty: 4501.643555
	Iteration 32Q: 3 clusters Score -1123764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1123792.125000 Penalty: 4501.643555
	Iteration 33Q: 3 clusters Score -1123792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1123810.500000 Penalty: 4501.643555
	Iteration 34Q: 3 clusters Score -1123810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1123837.625000 Penalty: 4501.643555
	Iteration 35Q: 3 clusters Score -1123838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1123870.000000 Penalty: 4501.643555
	Iteration 36Q: 3 clusters Score -1123870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1123907.375000 Penalty: 4501.643555
	Iteration 37Q: 3 clusters Score -1123907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1123935.875000 Penalty: 4501.643555
	Iteration 38Q: 3 clusters Score -1123936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1123954.250000 Penalty: 4501.643555
	Iteration 39Q: 3 clusters Score -1123954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1123974.750000 Penalty: 4501.643555
	Iteration 40F: 3 clusters Score -1123975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1124002.000000 Penalty: 4501.643555
	Iteration 41Q: 3 clusters Score -1124002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1124022.750000 Penalty: 4501.643555
	Iteration 42Q: 3 clusters Score -1124023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1124046.500000 Penalty: 4501.643555
	Iteration 43Q: 3 clusters Score -1124046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1124064.375000 Penalty: 4501.643555
	Iteration 44Q: 3 clusters Score -1124064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1124080.875000 Penalty: 4501.643555
	Iteration 45Q: 3 clusters Score -1124081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1124095.875000 Penalty: 4501.643555
	Iteration 46Q: 3 clusters Score -1124096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1124103.750000 Penalty: 4501.643555
	Iteration 47Q: 3 clusters Score -1124104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1124115.000000 Penalty: 4501.643555
	Iteration 48Q: 3 clusters Score -1124115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1124124.750000 Penalty: 4501.643555
	Iteration 49Q: 3 clusters Score -1124125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1124129.375000 Penalty: 4501.643555
	Iteration 50Q: 3 clusters Score -1124129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1124135.750000 Penalty: 4501.643555
	Iteration 51Q: 3 clusters Score -1124136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1124139.625000 Penalty: 4501.643555
	Iteration 52Q: 3 clusters Score -1124140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1124143.875000 Penalty: 4501.643555
	Iteration 53Q: 3 clusters Score -1124144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1124149.125000 Penalty: 4501.643555
	Iteration 54Q: 3 clusters Score -1124149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1124156.875000 Penalty: 4501.643555
	Iteration 55Q: 3 clusters Score -1124157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1124167.250000 Penalty: 4501.643555
	Iteration 56Q: 3 clusters Score -1124167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1124172.500000 Penalty: 4501.643555
	Iteration 57Q: 3 clusters Score -1124172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1124178.500000 Penalty: 4501.643555
	Iteration 58Q: 3 clusters Score -1124178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1124185.625000 Penalty: 4501.643555
	Iteration 59Q: 3 clusters Score -1124186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1124185.750000 Penalty: 4501.643555
	Iteration 60F: 3 clusters Score -1124186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1124190.125000 Penalty: 4501.643555
	Iteration 61Q: 3 clusters Score -1124190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1124191.250000 Penalty: 4501.643555
	Iteration 62Q: 3 clusters Score -1124191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1124193.875000 Penalty: 4501.643555
	Iteration 63Q: 3 clusters Score -1124194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1124194.250000 Penalty: 4501.643555
	Iteration 64Q: 3 clusters Score -1124194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1124197.125000 Penalty: 4501.643555
	Iteration 65Q: 3 clusters Score -1124197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1124200.125000 Penalty: 4501.643555
	Iteration 66Q: 3 clusters Score -1124200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1124203.375000 Penalty: 4501.643555
	Iteration 67Q: 3 clusters Score -1124203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1124205.375000 Penalty: 4501.643555
	Iteration 68Q: 3 clusters Score -1124205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1124209.375000 Penalty: 4501.643555
	Iteration 69Q: 3 clusters Score -1124209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1124209.500000 Penalty: 4501.643555
	Iteration 70Q: 3 clusters Score -1124210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1124210.875000 Penalty: 4501.643555
	Iteration 71Q: 3 clusters Score -1124211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1124209.625000 Penalty: 4501.643555
	Iteration 72Q: 3 clusters Score -1124210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1124213.500000 Penalty: 4501.643555
	Iteration 73Q: 3 clusters Score -1124214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1124216.750000 Penalty: 4501.643555
	Iteration 74Q: 3 clusters Score -1124217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1124221.750000 Penalty: 4501.643555
	Iteration 75Q: 3 clusters Score -1124222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1124225.875000 Penalty: 4501.643555
	Iteration 76Q: 3 clusters Score -1124226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1124226.750000 Penalty: 4501.643555
	Iteration 77Q: 3 clusters Score -1124227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1124227.750000 Penalty: 4501.643555
	Iteration 78Q: 3 clusters Score -1124228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1124232.250000 Penalty: 4501.643555
	Iteration 79Q: 3 clusters Score -1124232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1124233.875000 Penalty: 4501.643555
	Iteration 80F: 3 clusters Score -1124234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1124236.375000 Penalty: 4501.643555
	Iteration 81Q: 3 clusters Score -1124236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1124240.000000 Penalty: 4501.643555
	Iteration 82Q: 3 clusters Score -1124240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1124245.125000 Penalty: 4501.643555
	Iteration 83Q: 3 clusters Score -1124245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1124246.875000 Penalty: 4501.643555
	Iteration 84Q: 3 clusters Score -1124247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1124250.250000 Penalty: 4501.643555
	Iteration 85Q: 3 clusters Score -1124250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1124252.000000 Penalty: 4501.643555
	Iteration 86Q: 3 clusters Score -1124252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1124254.250000 Penalty: 4501.643555
	Iteration 87Q: 3 clusters Score -1124254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1124257.625000 Penalty: 4501.643555
	Iteration 88Q: 3 clusters Score -1124258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1124259.750000 Penalty: 4501.643555
	Iteration 89Q: 3 clusters Score -1124260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1124260.625000 Penalty: 4501.643555
	Iteration 90Q: 3 clusters Score -1124261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1124263.250000 Penalty: 4501.643555
	Iteration 91Q: 3 clusters Score -1124263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1124264.625000 Penalty: 4501.643555
	Iteration 92Q: 3 clusters Score -1124265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1124265.375000 Penalty: 4501.643555
	Iteration 93Q: 3 clusters Score -1124265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1124268.125000 Penalty: 4501.643555
	Iteration 94Q: 3 clusters Score -1124268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1124269.125000 Penalty: 4501.643555
	Iteration 95Q: 3 clusters Score -1124269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1124271.625000 Penalty: 4501.643555
	Iteration 96Q: 3 clusters Score -1124272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1124273.500000 Penalty: 4501.643555
	Iteration 97Q: 3 clusters Score -1124274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1124274.875000 Penalty: 4501.643555
	Iteration 98Q: 3 clusters Score -1124275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1124274.000000 Penalty: 4501.643555
	Iteration 99Q: 3 clusters Score -1124274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1124277.000000 Penalty: 4501.643555
	Iteration 100F: 3 clusters Score -1124277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1124276.250000 Penalty: 4501.643555
	Iteration 101Q: 3 clusters Score -1124276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1124277.500000 Penalty: 4501.643555
	Iteration 102Q: 3 clusters Score -1124278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1124277.500000 Penalty: 4501.643555
	Iteration 103Q: 3 clusters Score -1124278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1124277.875000 Penalty: 4501.643555
	Iteration 104Q: 3 clusters Score -1124278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1124277.875000 Penalty: 4501.643555
	Iteration 105F: 3 clusters Score -1124278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Entering Unmasked Estep 
Score: -1819284.125000 Penalty: 2367.378906
	Iteration 0F: 2 clusters Score -1819284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1809114.625000 Penalty: 4734.757812
	Iteration 0F: 3 clusters Score -1809115 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1812239.875000 Penalty: 4734.757812
	Iteration 1F: 3 clusters Score -1812240 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1812607.750000 Penalty: 4734.757812
	Iteration 2F: 3 clusters Score -1812608 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1812946.250000 Penalty: 4734.757812
	Iteration 3F: 3 clusters Score -1812946 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1813293.500000 Penalty: 4734.757812
	Iteration 4Q: 3 clusters Score -1813294 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1813689.625000 Penalty: 4734.757812
	Iteration 5Q: 3 clusters Score -1813690 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1814110.625000 Penalty: 4734.757812
	Iteration 6Q: 3 clusters Score -1814111 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1814621.750000 Penalty: 4734.757812
	Iteration 7F: 3 clusters Score -1814622 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1815262.250000 Penalty: 4734.757812
	Iteration 8F: 3 clusters Score -1815262 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1815927.500000 Penalty: 4734.757812
	Iteration 9F: 3 clusters Score -1815928 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1816566.125000 Penalty: 4734.757812
	Iteration 10F: 3 clusters Score -1816566 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1817026.500000 Penalty: 4734.757812
	Iteration 11Q: 3 clusters Score -1817026 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1817333.000000 Penalty: 4734.757812
	Iteration 12Q: 3 clusters Score -1817333 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1817554.875000 Penalty: 4734.757812
	Iteration 13Q: 3 clusters Score -1817555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1817703.250000 Penalty: 4734.757812
	Iteration 14Q: 3 clusters Score -1817703 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1817795.375000 Penalty: 4734.757812
	Iteration 15Q: 3 clusters Score -1817795 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1817856.625000 Penalty: 4734.757812
	Iteration 16Q: 3 clusters Score -1817857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1817887.625000 Penalty: 4734.757812
	Iteration 17Q: 3 clusters Score -1817888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1817909.625000 Penalty: 4734.757812
	Iteration 18Q: 3 clusters Score -1817910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1817922.000000 Penalty: 4734.757812
	Iteration 19Q: 3 clusters Score -1817922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1817928.375000 Penalty: 4734.757812
	Iteration 20F: 3 clusters Score -1817928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1817933.875000 Penalty: 4734.757812
	Iteration 21Q: 3 clusters Score -1817934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1817939.875000 Penalty: 4734.757812
	Iteration 22Q: 3 clusters Score -1817940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1817945.000000 Penalty: 4734.757812
	Iteration 23Q: 3 clusters Score -1817945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1817948.625000 Penalty: 4734.757812
	Iteration 24Q: 3 clusters Score -1817949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1817951.500000 Penalty: 4734.757812
	Iteration 25Q: 3 clusters Score -1817952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1817956.250000 Penalty: 4734.757812
	Iteration 26Q: 3 clusters Score -1817956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1817956.250000 Penalty: 4734.757812
	Iteration 27Q: 3 clusters Score -1817956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1817959.125000 Penalty: 4734.757812
	Iteration 28Q: 3 clusters Score -1817959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1817961.500000 Penalty: 4734.757812
	Iteration 29Q: 3 clusters Score -1817962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1817962.500000 Penalty: 4734.757812
	Iteration 30Q: 3 clusters Score -1817962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1817961.500000 Penalty: 4734.757812
	Iteration 31Q: 3 clusters Score -1817962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1817961.875000 Penalty: 4734.757812
	Iteration 32Q: 3 clusters Score -1817962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1817962.250000 Penalty: 4734.757812
	Iteration 33Q: 3 clusters Score -1817962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1817965.500000 Penalty: 4734.757812
	Iteration 34Q: 3 clusters Score -1817966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1817966.500000 Penalty: 4734.757812
	Iteration 35Q: 3 clusters Score -1817966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1817966.875000 Penalty: 4734.757812
	Iteration 36Q: 3 clusters Score -1817967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1817965.625000 Penalty: 4734.757812
	Iteration 37Q: 3 clusters Score -1817966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1817965.750000 Penalty: 4734.757812
	Iteration 38Q: 3 clusters Score -1817966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1817967.625000 Penalty: 4734.757812
	Iteration 39Q: 3 clusters Score -1817968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1817967.625000 Penalty: 4734.757812
	Iteration 40F: 3 clusters Score -1817968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1817970.375000 Penalty: 4734.757812
	Iteration 41Q: 3 clusters Score -1817970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1817971.875000 Penalty: 4734.757812
	Iteration 42Q: 3 clusters Score -1817972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1817971.875000 Penalty: 4734.757812
	Iteration 43F: 3 clusters Score -1817972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Entering Unmasked Estep 
Score: -10580049.000000 Penalty: 2800.321045
	Iteration 0F: 2 clusters Score -1.058005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -10526187.000000 Penalty: 5600.642090
	Iteration 0F: 3 clusters Score -1.052619e+07 nChanged 37742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -10547402.000000 Penalty: 5600.642090
	Iteration 1F: 3 clusters Score -1.05474e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -10548016.000000 Penalty: 5600.642090
	Iteration 2Q: 3 clusters Score -1.054802e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -10548626.000000 Penalty: 5600.642090
	Iteration 3Q: 3 clusters Score -1.054863e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -10549254.000000 Penalty: 5600.642090
	Iteration 4Q: 3 clusters Score -1.054925e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -10550055.000000 Penalty: 5600.642090
	Iteration 5Q: 3 clusters Score -1.055006e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -10551157.000000 Penalty: 5600.642090
	Iteration 6Q: 3 clusters Score -1.055116e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -10552800.000000 Penalty: 5600.642090
	Iteration 7Q: 3 clusters Score -1.05528e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -10555326.000000 Penalty: 5600.642090
	Iteration 8F: 3 clusters Score -1.055533e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -10558818.000000 Penalty: 5600.642090
	Iteration 9F: 3 clusters Score -1.055882e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -10563115.000000 Penalty: 5600.642090
	Iteration 10F: 3 clusters Score -1.056312e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -10567456.000000 Penalty: 5600.642090
	Iteration 11F: 3 clusters Score -1.056746e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -10571021.000000 Penalty: 5600.642090
	Iteration 12F: 3 clusters Score -1.057102e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -10573608.000000 Penalty: 5600.642090
	Iteration 13Q: 3 clusters Score -1.057361e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10575363.000000 Penalty: 5600.642090
	Iteration 14Q: 3 clusters Score -1.057536e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10576391.000000 Penalty: 5600.642090
	Iteration 15Q: 3 clusters Score -1.057639e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10576942.000000 Penalty: 5600.642090
	Iteration 16Q: 3 clusters Score -1.057694e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10577201.000000 Penalty: 5600.642090
	Iteration 17Q: 3 clusters Score -1.05772e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10577372.000000 Penalty: 5600.642090
	Iteration 18Q: 3 clusters Score -1.057737e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10577507.000000 Penalty: 5600.642090
	Iteration 19Q: 3 clusters Score -1.057751e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10577565.000000 Penalty: 5600.642090
	Iteration 20F: 3 clusters Score -1.057756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10577604.000000 Penalty: 5600.642090
	Iteration 21Q: 3 clusters Score -1.05776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10577645.000000 Penalty: 5600.642090
	Iteration 22Q: 3 clusters Score -1.057764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10577647.000000 Penalty: 5600.642090
	Iteration 23Q: 3 clusters Score -1.057765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10577656.000000 Penalty: 5600.642090
	Iteration 24Q: 3 clusters Score -1.057766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10577657.000000 Penalty: 5600.642090
	Iteration 25Q: 3 clusters Score -1.057766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10577659.000000 Penalty: 5600.642090
	Iteration 26Q: 3 clusters Score -1.057766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10577659.000000 Penalty: 5600.642090
	Iteration 27Q: 3 clusters Score -1.057766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10577659.000000 Penalty: 5600.642090
	Iteration 28F: 3 clusters Score -1.057766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Entering Unmasked Estep 
Score: -21576228.000000 Penalty: 2971.322754
	Iteration 0F: 2 clusters Score -2.157623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -21470196.000000 Penalty: 5942.645508
	Iteration 0F: 3 clusters Score -2.14702e+07 nChanged 76317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -21514676.000000 Penalty: 5942.645508
	Iteration 1F: 3 clusters Score -2.151468e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -21516330.000000 Penalty: 5942.645508
	Iteration 2Q: 3 clusters Score -2.151633e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -21519114.000000 Penalty: 5942.645508
	Iteration 3Q: 3 clusters Score -2.151911e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -21524542.000000 Penalty: 5942.645508
	Iteration 4F: 3 clusters Score -2.152454e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -21533150.000000 Penalty: 5942.645508
	Iteration 5F: 3 clusters Score -2.153315e+07 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 119783 members 
Entering Unmasked Estep 
Score: -21546132.000000 Penalty: 5942.645508
	Iteration 6F: 3 clusters Score -2.154613e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 130954 members 
Entering Unmasked Estep 
Score: -21559582.000000 Penalty: 5942.645508
	Iteration 7F: 3 clusters Score -2.155958e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 137513 members 
Entering Unmasked Estep 
Score: -21569138.000000 Penalty: 5942.645508
	Iteration 8F: 3 clusters Score -2.156914e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 140011 members 
Entering Unmasked Estep 
Score: -21572504.000000 Penalty: 5942.645508
	Iteration 9Q: 3 clusters Score -2.15725e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -21573522.000000 Penalty: 5942.645508
	Iteration 10Q: 3 clusters Score -2.157352e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 142725 members 
Entering Unmasked Estep 
Score: -21573846.000000 Penalty: 5942.645508
	Iteration 11Q: 3 clusters Score -2.157385e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -21574134.000000 Penalty: 5942.645508
	Iteration 12Q: 3 clusters Score -2.157413e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 144799 members 
Entering Unmasked Estep 
Score: -21574242.000000 Penalty: 5942.645508
	Iteration 13Q: 3 clusters Score -2.157424e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -21574364.000000 Penalty: 5942.645508
	Iteration 14Q: 3 clusters Score -2.157436e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -21574550.000000 Penalty: 5942.645508
	Iteration 15Q: 3 clusters Score -2.157455e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -21574588.000000 Penalty: 5942.645508
	Iteration 16Q: 3 clusters Score -2.157459e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -21574670.000000 Penalty: 5942.645508
	Iteration 17Q: 3 clusters Score -2.157467e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 148676 members 
Entering Unmasked Estep 
Score: -21574734.000000 Penalty: 5942.645508
	Iteration 18Q: 3 clusters Score -2.157473e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -21574838.000000 Penalty: 5942.645508
	Iteration 19Q: 3 clusters Score -2.157484e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -21574998.000000 Penalty: 5942.645508
	Iteration 20F: 3 clusters Score -2.1575e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 150326 members 
Entering Unmasked Estep 
Score: -21575076.000000 Penalty: 5942.645508
	Iteration 21Q: 3 clusters Score -2.157508e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -21575026.000000 Penalty: 5942.645508
	Iteration 22Q: 3 clusters Score -2.157503e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 151215 members 
Entering Unmasked Estep 
Score: -21575106.000000 Penalty: 5942.645508
	Iteration 23Q: 3 clusters Score -2.157511e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 151630 members 
Entering Unmasked Estep 
Score: -21575134.000000 Penalty: 5942.645508
	Iteration 24Q: 3 clusters Score -2.157513e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -21575140.000000 Penalty: 5942.645508
	Iteration 25Q: 3 clusters Score -2.157514e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -21575106.000000 Penalty: 5942.645508
	Iteration 26Q: 3 clusters Score -2.157511e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -21575120.000000 Penalty: 5942.645508
	Iteration 27Q: 3 clusters Score -2.157512e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -21575162.000000 Penalty: 5942.645508
	Iteration 28Q: 3 clusters Score -2.157516e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -21575156.000000 Penalty: 5942.645508
	Iteration 29Q: 3 clusters Score -2.157516e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 153291 members 
Entering Unmasked Estep 
Score: -21575180.000000 Penalty: 5942.645508
	Iteration 30Q: 3 clusters Score -2.157518e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -21575168.000000 Penalty: 5942.645508
	Iteration 31Q: 3 clusters Score -2.157517e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -21575132.000000 Penalty: 5942.645508
	Iteration 32Q: 3 clusters Score -2.157513e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -21575178.000000 Penalty: 5942.645508
	Iteration 33Q: 3 clusters Score -2.157518e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -21575190.000000 Penalty: 5942.645508
	Iteration 34Q: 3 clusters Score -2.157519e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 154286 members 
Entering Unmasked Estep 
Score: -21575212.000000 Penalty: 5942.645508
	Iteration 35Q: 3 clusters Score -2.157521e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 154455 members 
Entering Unmasked Estep 
Score: -21575196.000000 Penalty: 5942.645508
	Iteration 36Q: 3 clusters Score -2.15752e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -21575180.000000 Penalty: 5942.645508
	Iteration 37Q: 3 clusters Score -2.157518e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 154769 members 
Entering Unmasked Estep 
Score: -21575214.000000 Penalty: 5942.645508
	Iteration 38Q: 3 clusters Score -2.157521e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -21575250.000000 Penalty: 5942.645508
	Iteration 39Q: 3 clusters Score -2.157525e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -21575212.000000 Penalty: 5942.645508
	Iteration 40F: 3 clusters Score -2.157521e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -21575208.000000 Penalty: 5942.645508
	Iteration 41Q: 3 clusters Score -2.157521e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 155287 members 
Entering Unmasked Estep 
Score: -21575240.000000 Penalty: 5942.645508
	Iteration 42Q: 3 clusters Score -2.157524e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -21575230.000000 Penalty: 5942.645508
	Iteration 43Q: 3 clusters Score -2.157523e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -21575266.000000 Penalty: 5942.645508
	Iteration 44Q: 3 clusters Score -2.157527e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -21575240.000000 Penalty: 5942.645508
	Iteration 45Q: 3 clusters Score -2.157524e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -21575248.000000 Penalty: 5942.645508
	Iteration 46Q: 3 clusters Score -2.157525e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -21575274.000000 Penalty: 5942.645508
	Iteration 47Q: 3 clusters Score -2.157527e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 155797 members 
Entering Unmasked Estep 
Score: -21575256.000000 Penalty: 5942.645508
	Iteration 48Q: 3 clusters Score -2.157526e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -21575268.000000 Penalty: 5942.645508
	Iteration 49Q: 3 clusters Score -2.157527e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 155972 members 
Entering Unmasked Estep 
Score: -21575262.000000 Penalty: 5942.645508
	Iteration 50Q: 3 clusters Score -2.157526e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -21575278.000000 Penalty: 5942.645508
	Iteration 51Q: 3 clusters Score -2.157528e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -21575288.000000 Penalty: 5942.645508
	Iteration 52Q: 3 clusters Score -2.157529e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -21575254.000000 Penalty: 5942.645508
	Iteration 53Q: 3 clusters Score -2.157525e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 156281 members 
Entering Unmasked Estep 
Score: -21575260.000000 Penalty: 5942.645508
	Iteration 54Q: 3 clusters Score -2.157526e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 156340 members 
Entering Unmasked Estep 
Score: -21575256.000000 Penalty: 5942.645508
	Iteration 55Q: 3 clusters Score -2.157526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -21575268.000000 Penalty: 5942.645508
	Iteration 56Q: 3 clusters Score -2.157527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -21575264.000000 Penalty: 5942.645508
	Iteration 57Q: 3 clusters Score -2.157526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 156420 members 
Entering Unmasked Estep 
Score: -21575276.000000 Penalty: 5942.645508
	Iteration 58Q: 3 clusters Score -2.157528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -21575274.000000 Penalty: 5942.645508
	Iteration 59Q: 3 clusters Score -2.157527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -21575256.000000 Penalty: 5942.645508
	Iteration 60F: 3 clusters Score -2.157526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -21575256.000000 Penalty: 5942.645508
	Iteration 61Q: 3 clusters Score -2.157526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -21575248.000000 Penalty: 5942.645508
	Iteration 62Q: 3 clusters Score -2.157525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -21575248.000000 Penalty: 5942.645508
	Iteration 63Q: 3 clusters Score -2.157525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -21575266.000000 Penalty: 5942.645508
	Iteration 64Q: 3 clusters Score -2.157527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 156513 members 
Entering Unmasked Estep 
Score: -21575266.000000 Penalty: 5942.645508
	Iteration 65Q: 3 clusters Score -2.157527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -21575270.000000 Penalty: 5942.645508
	Iteration 66Q: 3 clusters Score -2.157527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -21575274.000000 Penalty: 5942.645508
	Iteration 67Q: 3 clusters Score -2.157527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -21575266.000000 Penalty: 5942.645508
	Iteration 68Q: 3 clusters Score -2.157527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -21575276.000000 Penalty: 5942.645508
	Iteration 69Q: 3 clusters Score -2.157528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 156631 members 
Entering Unmasked Estep 
Score: -21575242.000000 Penalty: 5942.645508
	Iteration 70Q: 3 clusters Score -2.157524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -21575230.000000 Penalty: 5942.645508
	Iteration 71Q: 3 clusters Score -2.157523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -21575240.000000 Penalty: 5942.645508
	Iteration 72Q: 3 clusters Score -2.157524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -21575244.000000 Penalty: 5942.645508
	Iteration 73Q: 3 clusters Score -2.157524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -21575242.000000 Penalty: 5942.645508
	Iteration 74Q: 3 clusters Score -2.157524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -21575250.000000 Penalty: 5942.645508
	Iteration 75Q: 3 clusters Score -2.157525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -21575264.000000 Penalty: 5942.645508
	Iteration 76Q: 3 clusters Score -2.157526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -21575266.000000 Penalty: 5942.645508
	Iteration 77Q: 3 clusters Score -2.157527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -21575286.000000 Penalty: 5942.645508
	Iteration 78Q: 3 clusters Score -2.157529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -21575292.000000 Penalty: 5942.645508
	Iteration 79Q: 3 clusters Score -2.157529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 156765 members 
Entering Unmasked Estep 
Score: -21575292.000000 Penalty: 5942.645508
	Iteration 80F: 3 clusters Score -2.157529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -21575302.000000 Penalty: 5942.645508
	Iteration 81Q: 3 clusters Score -2.15753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 156774 members 
Entering Unmasked Estep 
Score: -21575308.000000 Penalty: 5942.645508
	Iteration 82Q: 3 clusters Score -2.157531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 156782 members 
Entering Unmasked Estep 
Score: -21575294.000000 Penalty: 5942.645508
	Iteration 83Q: 3 clusters Score -2.157529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 156786 members 
Entering Unmasked Estep 
Score: -21575296.000000 Penalty: 5942.645508
	Iteration 84Q: 3 clusters Score -2.15753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -21575288.000000 Penalty: 5942.645508
	Iteration 85Q: 3 clusters Score -2.157529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -21575288.000000 Penalty: 5942.645508
	Iteration 86F: 3 clusters Score -2.157529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Entering Unmasked Estep 
Score: -8820805.000000 Penalty: 2747.978027
	Iteration 0F: 2 clusters Score -8820805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -8777326.000000 Penalty: 5495.956055
	Iteration 0F: 3 clusters Score -8777326 nChanged 30295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -8794112.000000 Penalty: 5495.956055
	Iteration 1F: 3 clusters Score -8794112 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8794742 nChanged 2243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8796643 nChanged 2333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8797322 nChanged 2563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8798469 nChanged 2935
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8799924 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8802020 nChanged 3658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8804918 nChanged 3819
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8808170 nChanged 3594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -8810858 nChanged 2801
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8812474 nChanged 1948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8813272 nChanged 1332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8813694 nChanged 947
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8814014 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8814200 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8814422 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8814647 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8814793 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8814933 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8815052 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8815139 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8815260 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8815377 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8815444 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8815528 nChanged 385
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Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8815631 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8815693 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8815751 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8815807 nChanged 337
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Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8815865 nChanged 321
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Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8815920 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8815968 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8816046 nChanged 370
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Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8816092 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8816180 nChanged 348
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Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8816247 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8816298 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8816346 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8816415 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8816476 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8816543 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8816587 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8816681 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8816758 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8816843 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8816878 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6367 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8816947 nChanged 265
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8816996 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8817040 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8817095 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8817148 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8817198 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8817267 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8817308 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8817373 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8817430 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8817500 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8817539 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8817583 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8817633 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8817669 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8817739 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8817804 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8817853 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2679 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8817878 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8817911 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8817951 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8817990 nChanged 89
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8818036 nChanged 104
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Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8818060 nChanged 97
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Mstep: Class 1 contains 2112 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8818094 nChanged 94
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Mstep: Class 1 contains 2032 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8818114 nChanged 94
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Mstep: Class 1 contains 1942 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8818160 nChanged 75
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Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8818197 nChanged 71
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8818234 nChanged 68
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Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8818255 nChanged 70
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8818278 nChanged 64
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	Iteration 80F: 3 clusters Score -8818297 nChanged 45
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8818318 nChanged 50
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8818326 nChanged 33
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	Iteration 83Q: 3 clusters Score -8818339 nChanged 25
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Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8818339 nChanged 18
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	Iteration 85Q: 3 clusters Score -8818351 nChanged 20
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8818357 nChanged 23
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	Iteration 87Q: 3 clusters Score -8818365 nChanged 18
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Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8818371 nChanged 22
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Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8818379 nChanged 20
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Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8818392 nChanged 20
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Mstep: Class 1 contains 1374 members 
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	Iteration 91Q: 3 clusters Score -8818392 nChanged 17
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Mstep: Class 1 contains 1361 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8818396 nChanged 12
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Mstep: Class 1 contains 1349 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8818405 nChanged 9
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8818411 nChanged 9
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Entering Unmasked Estep 
Score: -8818410.000000 Penalty: 5495.956055
	Iteration 95Q: 3 clusters Score -8818410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -8818407.000000 Penalty: 5495.956055
	Iteration 96Q: 3 clusters Score -8818407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -8818410.000000 Penalty: 5495.956055
	Iteration 97Q: 3 clusters Score -8818410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -8818411.000000 Penalty: 5495.956055
	Iteration 98Q: 3 clusters Score -8818411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8818407.000000 Penalty: 5495.956055
	Iteration 99Q: 3 clusters Score -8818407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -8818412.000000 Penalty: 5495.956055
	Iteration 100F: 3 clusters Score -8818412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8818412.000000 Penalty: 5495.956055
	Iteration 101Q: 3 clusters Score -8818412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8818425.000000 Penalty: 5495.956055
	Iteration 102Q: 3 clusters Score -8818425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -8818428.000000 Penalty: 5495.956055
	Iteration 103Q: 3 clusters Score -8818428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -8818426.000000 Penalty: 5495.956055
	Iteration 104Q: 3 clusters Score -8818426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -8818439.000000 Penalty: 5495.956055
	Iteration 105Q: 3 clusters Score -8818439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -8818434.000000 Penalty: 5495.956055
	Iteration 106Q: 3 clusters Score -8818434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -8818444.000000 Penalty: 5495.956055
	Iteration 107Q: 3 clusters Score -8818444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -8818453.000000 Penalty: 5495.956055
	Iteration 108Q: 3 clusters Score -8818453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -8818454.000000 Penalty: 5495.956055
	Iteration 109Q: 3 clusters Score -8818454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -8818463.000000 Penalty: 5495.956055
	Iteration 110Q: 3 clusters Score -8818463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8818464.000000 Penalty: 5495.956055
	Iteration 111Q: 3 clusters Score -8818464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -8818472.000000 Penalty: 5495.956055
	Iteration 112Q: 3 clusters Score -8818472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -8818476.000000 Penalty: 5495.956055
	Iteration 113Q: 3 clusters Score -8818476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -8818485.000000 Penalty: 5495.956055
	Iteration 114Q: 3 clusters Score -8818485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -8818478.000000 Penalty: 5495.956055
	Iteration 115Q: 3 clusters Score -8818478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -8818480.000000 Penalty: 5495.956055
	Iteration 116Q: 3 clusters Score -8818480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -8818475.000000 Penalty: 5495.956055
	Iteration 117Q: 3 clusters Score -8818475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -8818473.000000 Penalty: 5495.956055
	Iteration 118Q: 3 clusters Score -8818473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -8818476.000000 Penalty: 5495.956055
	Iteration 119Q: 3 clusters Score -8818476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -8818473.000000 Penalty: 5495.956055
	Iteration 120F: 3 clusters Score -8818473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -8818468.000000 Penalty: 5495.956055
	Iteration 121Q: 3 clusters Score -8818468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -8818478.000000 Penalty: 5495.956055
	Iteration 122Q: 3 clusters Score -8818478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -8818482.000000 Penalty: 5495.956055
	Iteration 123Q: 3 clusters Score -8818482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -8818485.000000 Penalty: 5495.956055
	Iteration 124Q: 3 clusters Score -8818485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8818486.000000 Penalty: 5495.956055
	Iteration 125Q: 3 clusters Score -8818486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -8818489.000000 Penalty: 5495.956055
	Iteration 126Q: 3 clusters Score -8818489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -8818495.000000 Penalty: 5495.956055
	Iteration 127Q: 3 clusters Score -8818495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -8818498.000000 Penalty: 5495.956055
	Iteration 128Q: 3 clusters Score -8818498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -8818500.000000 Penalty: 5495.956055
	Iteration 129Q: 3 clusters Score -8818500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -8818506.000000 Penalty: 5495.956055
	Iteration 130Q: 3 clusters Score -8818506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -8818506.000000 Penalty: 5495.956055
	Iteration 131Q: 3 clusters Score -8818506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8818517.000000 Penalty: 5495.956055
	Iteration 132Q: 3 clusters Score -8818517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -8818512.000000 Penalty: 5495.956055
	Iteration 133Q: 3 clusters Score -8818512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8818517.000000 Penalty: 5495.956055
	Iteration 134Q: 3 clusters Score -8818517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8818515.000000 Penalty: 5495.956055
	Iteration 135Q: 3 clusters Score -8818515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -8818513.000000 Penalty: 5495.956055
	Iteration 136Q: 3 clusters Score -8818513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -8818513.000000 Penalty: 5495.956055
	Iteration 137F: 3 clusters Score -8818513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -153294.453125 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -153294.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151441.984375 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -151442 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152407.953125 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -152408 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153162.421875 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -153162.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153743.671875 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -153743.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -154179.437500 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -154179.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -154710.593750 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -154710.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -155362.812500 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -155362.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -155753.703125 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -155753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -155769.203125 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -155769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -155780.390625 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -155780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155791.875000 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -155791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155800.109375 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -155800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -155805.171875 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -155805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155807.890625 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -155807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155816.500000 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -155816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155818.859375 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -155818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155834.562500 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -155834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -155841.390625 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -155841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -155852.062500 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -155852.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -155916.984375 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -155917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155960.187500 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -155960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -156032.062500 Penalty: 3584.560303
	Iteration 21Q: 3 clusters Score -156032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -156060.953125 Penalty: 3584.560303
	Iteration 22Q: 3 clusters Score -156061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -156113.250000 Penalty: 3584.560303
	Iteration 23Q: 3 clusters Score -156113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -156154.078125 Penalty: 3584.560303
	Iteration 24Q: 3 clusters Score -156154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -156244.781250 Penalty: 3584.560303
	Iteration 25Q: 3 clusters Score -156244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156408.171875 Penalty: 3584.560303
	Iteration 26Q: 3 clusters Score -156408.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -156713.000000 Penalty: 3584.560303
	Iteration 27Q: 3 clusters Score -156713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -156791.000000 Penalty: 3584.560303
	Iteration 28Q: 3 clusters Score -156791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -156853.968750 Penalty: 3584.560303
	Iteration 29Q: 3 clusters Score -156854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -156938.609375 Penalty: 3584.560303
	Iteration 30Q: 3 clusters Score -156938.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157044.515625 Penalty: 3584.560303
	Iteration 31Q: 3 clusters Score -157044.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157158.484375 Penalty: 3584.560303
	Iteration 32Q: 3 clusters Score -157158.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -157345.093750 Penalty: 3584.560303
	Iteration 33Q: 3 clusters Score -157345.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157603.640625 Penalty: 3584.560303
	Iteration 34Q: 3 clusters Score -157603.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157920.453125 Penalty: 3584.560303
	Iteration 35Q: 3 clusters Score -157920.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -158210.984375 Penalty: 3584.560303
	Iteration 36Q: 3 clusters Score -158211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -158248.140625 Penalty: 3584.560303
	Iteration 37Q: 3 clusters Score -158248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -158253.578125 Penalty: 3584.560303
	Iteration 38Q: 3 clusters Score -158253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -158253.578125 Penalty: 3584.560303
	Iteration 39F: 3 clusters Score -158253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 72454 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 80147 members 
Mstep: Class 12 contains 159714 members 
Mstep: Class 13 contains 64897 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167004 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 21 contains 144250 members 
Mstep: Class 22 contains 30461 members 
Mstep: Class 23 contains 173602 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
Score: -126377040.000000 Penalty: 68305.296875
Splitting cluster 14 changes total score from -126373592.000000 to -126377040.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (11417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Entering Unmasked Estep 
Score: -1473739.750000 Penalty: 2317.028809
	Iteration 0F: 2 clusters Score -1473740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1465165.375000 Penalty: 4634.057617
	Iteration 0F: 3 clusters Score -1465165 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1467814.250000 Penalty: 4634.057617
	Iteration 1F: 3 clusters Score -1467814 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1468217.125000 Penalty: 4634.057617
	Iteration 2F: 3 clusters Score -1468217 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1468617.875000 Penalty: 4634.057617
	Iteration 3F: 3 clusters Score -1468618 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1469040.125000 Penalty: 4634.057617
	Iteration 4F: 3 clusters Score -1469040 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1469477.625000 Penalty: 4634.057617
	Iteration 5F: 3 clusters Score -1469478 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1469899.875000 Penalty: 4634.057617
	Iteration 6F: 3 clusters Score -1469900 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1470292.625000 Penalty: 4634.057617
	Iteration 7F: 3 clusters Score -1470293 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1470666.125000 Penalty: 4634.057617
	Iteration 8F: 3 clusters Score -1470666 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1471000.500000 Penalty: 4634.057617
	Iteration 9Q: 3 clusters Score -1471000 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1471243.500000 Penalty: 4634.057617
	Iteration 10Q: 3 clusters Score -1471244 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1471439.875000 Penalty: 4634.057617
	Iteration 11Q: 3 clusters Score -1471440 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1471590.500000 Penalty: 4634.057617
	Iteration 12Q: 3 clusters Score -1471590 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1471750.000000 Penalty: 4634.057617
	Iteration 13Q: 3 clusters Score -1471750 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1471920.625000 Penalty: 4634.057617
	Iteration 14Q: 3 clusters Score -1471921 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1472078.625000 Penalty: 4634.057617
	Iteration 15Q: 3 clusters Score -1472079 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1472250.500000 Penalty: 4634.057617
	Iteration 16Q: 3 clusters Score -1472250 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1472428.625000 Penalty: 4634.057617
	Iteration 17Q: 3 clusters Score -1472429 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1472559.500000 Penalty: 4634.057617
	Iteration 18Q: 3 clusters Score -1472560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1472637.000000 Penalty: 4634.057617
	Iteration 19Q: 3 clusters Score -1472637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1472688.875000 Penalty: 4634.057617
	Iteration 20F: 3 clusters Score -1472689 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1472732.375000 Penalty: 4634.057617
	Iteration 21Q: 3 clusters Score -1472732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1472752.625000 Penalty: 4634.057617
	Iteration 22Q: 3 clusters Score -1472753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1472762.250000 Penalty: 4634.057617
	Iteration 23Q: 3 clusters Score -1472762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1472764.625000 Penalty: 4634.057617
	Iteration 24Q: 3 clusters Score -1472765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1472773.000000 Penalty: 4634.057617
	Iteration 25Q: 3 clusters Score -1472773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1472778.625000 Penalty: 4634.057617
	Iteration 26Q: 3 clusters Score -1472779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1472776.375000 Penalty: 4634.057617
	Iteration 27Q: 3 clusters Score -1472776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1472779.250000 Penalty: 4634.057617
	Iteration 28Q: 3 clusters Score -1472779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1472779.625000 Penalty: 4634.057617
	Iteration 29Q: 3 clusters Score -1472780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1472779.875000 Penalty: 4634.057617
	Iteration 30Q: 3 clusters Score -1472780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1472784.375000 Penalty: 4634.057617
	Iteration 31Q: 3 clusters Score -1472784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1472783.750000 Penalty: 4634.057617
	Iteration 32Q: 3 clusters Score -1472784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1472782.875000 Penalty: 4634.057617
	Iteration 33Q: 3 clusters Score -1472783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1472782.875000 Penalty: 4634.057617
	Iteration 34Q: 3 clusters Score -1472783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1472783.500000 Penalty: 4634.057617
	Iteration 35Q: 3 clusters Score -1472784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1472784.750000 Penalty: 4634.057617
	Iteration 36Q: 3 clusters Score -1472785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1472784.000000 Penalty: 4634.057617
	Iteration 37Q: 3 clusters Score -1472784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1472785.750000 Penalty: 4634.057617
	Iteration 38Q: 3 clusters Score -1472786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1472789.375000 Penalty: 4634.057617
	Iteration 39Q: 3 clusters Score -1472789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1472789.875000 Penalty: 4634.057617
	Iteration 40F: 3 clusters Score -1472790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1472789.125000 Penalty: 4634.057617
	Iteration 41Q: 3 clusters Score -1472789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1472789.375000 Penalty: 4634.057617
	Iteration 42Q: 3 clusters Score -1472789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1472789.375000 Penalty: 4634.057617
	Iteration 43F: 3 clusters Score -1472789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -90963.460938 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -90963.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89240.039062 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -89240.04 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89608.539062 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -89608.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89728.679688 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -89728.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89782.617188 Penalty: 3368.445801
	Iteration 3Q: 3 clusters Score -89782.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89816.585938 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -89816.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89841.929688 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -89841.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89858.437500 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -89858.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89877.781250 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -89877.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89885.242188 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -89885.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89894.789062 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -89894.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89900.835938 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -89900.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89907.375000 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -89907.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -89913.328125 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -89913.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89915.960938 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -89915.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89915.960938 Penalty: 3368.445801
	Iteration 14F: 3 clusters Score -89915.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Entering Unmasked Estep 
Score: -22590322.000000 Penalty: 2982.391602
	Iteration 0F: 2 clusters Score -2.259032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -22481976.000000 Penalty: 5964.783203
	Iteration 0F: 3 clusters Score -2.248198e+07 nChanged 80044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -22528294.000000 Penalty: 5964.783203
	Iteration 1F: 3 clusters Score -2.252829e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -22530034.000000 Penalty: 5964.783203
	Iteration 2Q: 3 clusters Score -2.253003e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -22532540.000000 Penalty: 5964.783203
	Iteration 3Q: 3 clusters Score -2.253254e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -22536740.000000 Penalty: 5964.783203
	Iteration 4Q: 3 clusters Score -2.253674e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -22543348.000000 Penalty: 5964.783203
	Iteration 5F: 3 clusters Score -2.254335e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115859 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -22552654.000000 Penalty: 5964.783203
	Iteration 6F: 3 clusters Score -2.255265e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -22562598.000000 Penalty: 5964.783203
	Iteration 7F: 3 clusters Score -2.25626e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -22570326.000000 Penalty: 5964.783203
	Iteration 8F: 3 clusters Score -2.257033e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137737 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -22575368.000000 Penalty: 5964.783203
	Iteration 9Q: 3 clusters Score -2.257537e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -22578170.000000 Penalty: 5964.783203
	Iteration 10Q: 3 clusters Score -2.257817e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145064 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -22580040.000000 Penalty: 5964.783203
	Iteration 11Q: 3 clusters Score -2.258004e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -22581316.000000 Penalty: 5964.783203
	Iteration 12Q: 3 clusters Score -2.258132e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -22582416.000000 Penalty: 5964.783203
	Iteration 13Q: 3 clusters Score -2.258242e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -22583528.000000 Penalty: 5964.783203
	Iteration 14Q: 3 clusters Score -2.258353e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -22584430.000000 Penalty: 5964.783203
	Iteration 15Q: 3 clusters Score -2.258443e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -22585198.000000 Penalty: 5964.783203
	Iteration 16Q: 3 clusters Score -2.25852e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -22585838.000000 Penalty: 5964.783203
	Iteration 17Q: 3 clusters Score -2.258584e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -22586464.000000 Penalty: 5964.783203
	Iteration 18Q: 3 clusters Score -2.258646e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -22586774.000000 Penalty: 5964.783203
	Iteration 19Q: 3 clusters Score -2.258677e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -22587134.000000 Penalty: 5964.783203
	Iteration 20F: 3 clusters Score -2.258713e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162142 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -22587322.000000 Penalty: 5964.783203
	Iteration 21Q: 3 clusters Score -2.258732e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -22587542.000000 Penalty: 5964.783203
	Iteration 22Q: 3 clusters Score -2.258754e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -22587608.000000 Penalty: 5964.783203
	Iteration 23Q: 3 clusters Score -2.258761e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -22587662.000000 Penalty: 5964.783203
	Iteration 24Q: 3 clusters Score -2.258766e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22587754.000000 Penalty: 5964.783203
	Iteration 25Q: 3 clusters Score -2.258775e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22587762.000000 Penalty: 5964.783203
	Iteration 26Q: 3 clusters Score -2.258776e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -22587848.000000 Penalty: 5964.783203
	Iteration 27Q: 3 clusters Score -2.258785e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22587842.000000 Penalty: 5964.783203
	Iteration 28Q: 3 clusters Score -2.258784e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164761 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -22587898.000000 Penalty: 5964.783203
	Iteration 29Q: 3 clusters Score -2.25879e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164879 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22587918.000000 Penalty: 5964.783203
	Iteration 30Q: 3 clusters Score -2.258792e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164996 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22587912.000000 Penalty: 5964.783203
	Iteration 31Q: 3 clusters Score -2.258791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -22587940.000000 Penalty: 5964.783203
	Iteration 32Q: 3 clusters Score -2.258794e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22587960.000000 Penalty: 5964.783203
	Iteration 33Q: 3 clusters Score -2.258796e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22587948.000000 Penalty: 5964.783203
	Iteration 34Q: 3 clusters Score -2.258795e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22587950.000000 Penalty: 5964.783203
	Iteration 35Q: 3 clusters Score -2.258795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -22587952.000000 Penalty: 5964.783203
	Iteration 36Q: 3 clusters Score -2.258795e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22587988.000000 Penalty: 5964.783203
	Iteration 37Q: 3 clusters Score -2.258799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165404 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22587984.000000 Penalty: 5964.783203
	Iteration 38Q: 3 clusters Score -2.258798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22587998.000000 Penalty: 5964.783203
	Iteration 39Q: 3 clusters Score -2.2588e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22588004.000000 Penalty: 5964.783203
	Iteration 40F: 3 clusters Score -2.2588e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165534 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22588022.000000 Penalty: 5964.783203
	Iteration 41Q: 3 clusters Score -2.258802e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165569 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22588024.000000 Penalty: 5964.783203
	Iteration 42Q: 3 clusters Score -2.258802e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -22588054.000000 Penalty: 5964.783203
	Iteration 43Q: 3 clusters Score -2.258805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22588076.000000 Penalty: 5964.783203
	Iteration 44Q: 3 clusters Score -2.258808e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22588110.000000 Penalty: 5964.783203
	Iteration 45Q: 3 clusters Score -2.258811e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22588122.000000 Penalty: 5964.783203
	Iteration 46Q: 3 clusters Score -2.258812e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22588126.000000 Penalty: 5964.783203
	Iteration 47Q: 3 clusters Score -2.258813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22588162.000000 Penalty: 5964.783203
	Iteration 48Q: 3 clusters Score -2.258816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22588136.000000 Penalty: 5964.783203
	Iteration 49Q: 3 clusters Score -2.258814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165746 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22588162.000000 Penalty: 5964.783203
	Iteration 50Q: 3 clusters Score -2.258816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22588152.000000 Penalty: 5964.783203
	Iteration 51Q: 3 clusters Score -2.258815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22588174.000000 Penalty: 5964.783203
	Iteration 52Q: 3 clusters Score -2.258817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22588182.000000 Penalty: 5964.783203
	Iteration 53Q: 3 clusters Score -2.258818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22588184.000000 Penalty: 5964.783203
	Iteration 54Q: 3 clusters Score -2.258818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22588188.000000 Penalty: 5964.783203
	Iteration 55Q: 3 clusters Score -2.258819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22588198.000000 Penalty: 5964.783203
	Iteration 56Q: 3 clusters Score -2.25882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22588192.000000 Penalty: 5964.783203
	Iteration 57Q: 3 clusters Score -2.258819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -22588180.000000 Penalty: 5964.783203
	Iteration 58Q: 3 clusters Score -2.258818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22588190.000000 Penalty: 5964.783203
	Iteration 59Q: 3 clusters Score -2.258819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22588198.000000 Penalty: 5964.783203
	Iteration 60F: 3 clusters Score -2.25882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22588178.000000 Penalty: 5964.783203
	Iteration 61Q: 3 clusters Score -2.258818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22588198.000000 Penalty: 5964.783203
	Iteration 62Q: 3 clusters Score -2.25882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22588212.000000 Penalty: 5964.783203
	Iteration 63Q: 3 clusters Score -2.258821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -22588192.000000 Penalty: 5964.783203
	Iteration 64Q: 3 clusters Score -2.258819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22588240.000000 Penalty: 5964.783203
	Iteration 65Q: 3 clusters Score -2.258824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165869 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -22588228.000000 Penalty: 5964.783203
	Iteration 66Q: 3 clusters Score -2.258823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22588216.000000 Penalty: 5964.783203
	Iteration 67Q: 3 clusters Score -2.258822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22588222.000000 Penalty: 5964.783203
	Iteration 68Q: 3 clusters Score -2.258822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22588260.000000 Penalty: 5964.783203
	Iteration 69Q: 3 clusters Score -2.258826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22588284.000000 Penalty: 5964.783203
	Iteration 70Q: 3 clusters Score -2.258828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22588280.000000 Penalty: 5964.783203
	Iteration 71Q: 3 clusters Score -2.258828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165893 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22588268.000000 Penalty: 5964.783203
	Iteration 72Q: 3 clusters Score -2.258827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22588278.000000 Penalty: 5964.783203
	Iteration 73Q: 3 clusters Score -2.258828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165902 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -22588284.000000 Penalty: 5964.783203
	Iteration 74Q: 3 clusters Score -2.258828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22588284.000000 Penalty: 5964.783203
	Iteration 75Q: 3 clusters Score -2.258828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22588290.000000 Penalty: 5964.783203
	Iteration 76Q: 3 clusters Score -2.258829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22588284.000000 Penalty: 5964.783203
	Iteration 77Q: 3 clusters Score -2.258828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22588284.000000 Penalty: 5964.783203
	Iteration 78F: 3 clusters Score -2.258828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -237648.890625 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -237648.9 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 960 members 
Entering Unmasked Estep 
Score: -235173.781250 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -235173.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -235788.046875 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -235788 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -236114.937500 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -236114.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -236446.687500 Penalty: 3749.541504
	Iteration 3F: 3 clusters Score -236446.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -236710.156250 Penalty: 3749.541504
	Iteration 4F: 3 clusters Score -236710.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -236904.468750 Penalty: 3749.541504
	Iteration 5F: 3 clusters Score -236904.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -237172.875000 Penalty: 3749.541504
	Iteration 6F: 3 clusters Score -237172.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -237401.062500 Penalty: 3749.541504
	Iteration 7F: 3 clusters Score -237401.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -237550.218750 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -237550.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -237642.281250 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -237642.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237711.406250 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -237711.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237794.468750 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -237794.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237858.109375 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -237858.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -237913.203125 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -237913.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -237963.015625 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -237963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -237999.750000 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -237999.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -238028.234375 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -238028.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -238057.046875 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -238057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -238085.406250 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -238085.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -238111.156250 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -238111.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238140.265625 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -238140.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -238170.218750 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -238170.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -238206.468750 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -238206.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -238247.765625 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -238247.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238291.359375 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -238291.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -238362.859375 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -238362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -238375.859375 Penalty: 3749.541504
	Iteration 26Q: 3 clusters Score -238375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -238385.000000 Penalty: 3749.541504
	Iteration 27Q: 3 clusters Score -238385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -238388.703125 Penalty: 3749.541504
	Iteration 28Q: 3 clusters Score -238388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -238388.703125 Penalty: 3749.541504
	Iteration 29F: 3 clusters Score -238388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 72454 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 1551 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 80147 members 
Mstep: Class 12 contains 159714 members 
Mstep: Class 13 contains 64897 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167004 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 21 contains 144250 members 
Mstep: Class 22 contains 30461 members 
Mstep: Class 23 contains 173602 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
Score: -126376472.000000 Penalty: 71720.562500
Splitting cluster 19 changes total score from -126373592.000000 to -126376472.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 21 (144250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144250 members 
Entering Unmasked Estep 
Score: -19665666.000000 Penalty: 2946.067139
	Iteration 0F: 2 clusters Score -1.966567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -19569356.000000 Penalty: 5892.134277
	Iteration 0F: 3 clusters Score -1.956936e+07 nChanged 68884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -19609528.000000 Penalty: 5892.134277
	Iteration 1F: 3 clusters Score -1.960953e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -19610282.000000 Penalty: 5892.134277
	Iteration 2Q: 3 clusters Score -1.961028e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -19611098.000000 Penalty: 5892.134277
	Iteration 3Q: 3 clusters Score -1.96111e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -19612218.000000 Penalty: 5892.134277
	Iteration 4Q: 3 clusters Score -1.961222e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -19613414.000000 Penalty: 5892.134277
	Iteration 5Q: 3 clusters Score -1.961341e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -19615182.000000 Penalty: 5892.134277
	Iteration 6Q: 3 clusters Score -1.961518e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -19618300.000000 Penalty: 5892.134277
	Iteration 7Q: 3 clusters Score -1.96183e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -19623590.000000 Penalty: 5892.134277
	Iteration 8F: 3 clusters Score -1.962359e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -19631276.000000 Penalty: 5892.134277
	Iteration 9F: 3 clusters Score -1.963128e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -19640564.000000 Penalty: 5892.134277
	Iteration 10F: 3 clusters Score -1.964056e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -19648760.000000 Penalty: 5892.134277
	Iteration 11F: 3 clusters Score -1.964876e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 134201 members 
Entering Unmasked Estep 
Score: -19654722.000000 Penalty: 5892.134277
	Iteration 12Q: 3 clusters Score -1.965472e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 138362 members 
Entering Unmasked Estep 
Score: -19658422.000000 Penalty: 5892.134277
	Iteration 13Q: 3 clusters Score -1.965842e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -19660570.000000 Penalty: 5892.134277
	Iteration 14Q: 3 clusters Score -1.966057e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -19661734.000000 Penalty: 5892.134277
	Iteration 15Q: 3 clusters Score -1.966173e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 143062 members 
Entering Unmasked Estep 
Score: -19662408.000000 Penalty: 5892.134277
	Iteration 16Q: 3 clusters Score -1.966241e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 143406 members 
Entering Unmasked Estep 
Score: -19662678.000000 Penalty: 5892.134277
	Iteration 17Q: 3 clusters Score -1.966268e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 143574 members 
Entering Unmasked Estep 
Score: -19662828.000000 Penalty: 5892.134277
	Iteration 18Q: 3 clusters Score -1.966283e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -19662936.000000 Penalty: 5892.134277
	Iteration 19Q: 3 clusters Score -1.966294e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -19662998.000000 Penalty: 5892.134277
	Iteration 20F: 3 clusters Score -1.9663e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -19663032.000000 Penalty: 5892.134277
	Iteration 21Q: 3 clusters Score -1.966303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 143782 members 
Entering Unmasked Estep 
Score: -19663074.000000 Penalty: 5892.134277
	Iteration 22Q: 3 clusters Score -1.966307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 143796 members 
Entering Unmasked Estep 
Score: -19663094.000000 Penalty: 5892.134277
	Iteration 23Q: 3 clusters Score -1.966309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -19663136.000000 Penalty: 5892.134277
	Iteration 24Q: 3 clusters Score -1.966314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -19663158.000000 Penalty: 5892.134277
	Iteration 25Q: 3 clusters Score -1.966316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 143826 members 
Entering Unmasked Estep 
Score: -19663150.000000 Penalty: 5892.134277
	Iteration 26Q: 3 clusters Score -1.966315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 143830 members 
Entering Unmasked Estep 
Score: -19663152.000000 Penalty: 5892.134277
	Iteration 27Q: 3 clusters Score -1.966315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -19663168.000000 Penalty: 5892.134277
	Iteration 28Q: 3 clusters Score -1.966317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 143837 members 
Entering Unmasked Estep 
Score: -19663176.000000 Penalty: 5892.134277
	Iteration 29Q: 3 clusters Score -1.966318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -19663184.000000 Penalty: 5892.134277
	Iteration 30Q: 3 clusters Score -1.966318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -19663188.000000 Penalty: 5892.134277
	Iteration 31Q: 3 clusters Score -1.966319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -19663184.000000 Penalty: 5892.134277
	Iteration 32Q: 3 clusters Score -1.966318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -19663186.000000 Penalty: 5892.134277
	Iteration 33Q: 3 clusters Score -1.966319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 143847 members 
Entering Unmasked Estep 
Score: -19663192.000000 Penalty: 5892.134277
	Iteration 34Q: 3 clusters Score -1.966319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -19663180.000000 Penalty: 5892.134277
	Iteration 35Q: 3 clusters Score -1.966318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -19663190.000000 Penalty: 5892.134277
	Iteration 36Q: 3 clusters Score -1.966319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -19663204.000000 Penalty: 5892.134277
	Iteration 37Q: 3 clusters Score -1.96632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -19663196.000000 Penalty: 5892.134277
	Iteration 38Q: 3 clusters Score -1.96632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -19663196.000000 Penalty: 5892.134277
	Iteration 39F: 3 clusters Score -1.96632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Entering Unmasked Estep 
Score: -3975915.750000 Penalty: 2560.402344
	Iteration 0F: 2 clusters Score -3975916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3955024.500000 Penalty: 5120.804688
	Iteration 0F: 3 clusters Score -3955024 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3962625.250000 Penalty: 5120.804688
	Iteration 1F: 3 clusters Score -3962625 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3963270.750000 Penalty: 5120.804688
	Iteration 2F: 3 clusters Score -3963271 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3964034.000000 Penalty: 5120.804688
	Iteration 3F: 3 clusters Score -3964034 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3964930.000000 Penalty: 5120.804688
	Iteration 4F: 3 clusters Score -3964930 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3965976.000000 Penalty: 5120.804688
	Iteration 5F: 3 clusters Score -3965976 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3967307.250000 Penalty: 5120.804688
	Iteration 6F: 3 clusters Score -3967307 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3968711.750000 Penalty: 5120.804688
	Iteration 7F: 3 clusters Score -3968712 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3970055.500000 Penalty: 5120.804688
	Iteration 8F: 3 clusters Score -3970056 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3971245.000000 Penalty: 5120.804688
	Iteration 9F: 3 clusters Score -3971245 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3972362.000000 Penalty: 5120.804688
	Iteration 10Q: 3 clusters Score -3972362 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3973214.000000 Penalty: 5120.804688
	Iteration 11Q: 3 clusters Score -3973214 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3973690.250000 Penalty: 5120.804688
	Iteration 12Q: 3 clusters Score -3973690 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3973975.500000 Penalty: 5120.804688
	Iteration 13Q: 3 clusters Score -3973976 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3974177.500000 Penalty: 5120.804688
	Iteration 14Q: 3 clusters Score -3974178 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3974340.500000 Penalty: 5120.804688
	Iteration 15Q: 3 clusters Score -3974340 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3974435.500000 Penalty: 5120.804688
	Iteration 16Q: 3 clusters Score -3974436 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3974533.250000 Penalty: 5120.804688
	Iteration 17Q: 3 clusters Score -3974533 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3974594.000000 Penalty: 5120.804688
	Iteration 18Q: 3 clusters Score -3974594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3974668.000000 Penalty: 5120.804688
	Iteration 19Q: 3 clusters Score -3974668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3974746.000000 Penalty: 5120.804688
	Iteration 20F: 3 clusters Score -3974746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3974793.250000 Penalty: 5120.804688
	Iteration 21Q: 3 clusters Score -3974793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3974843.250000 Penalty: 5120.804688
	Iteration 22Q: 3 clusters Score -3974843 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3974880.500000 Penalty: 5120.804688
	Iteration 23Q: 3 clusters Score -3974880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3974912.750000 Penalty: 5120.804688
	Iteration 24Q: 3 clusters Score -3974913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3974931.750000 Penalty: 5120.804688
	Iteration 25Q: 3 clusters Score -3974932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3974954.500000 Penalty: 5120.804688
	Iteration 26Q: 3 clusters Score -3974954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3974977.000000 Penalty: 5120.804688
	Iteration 27Q: 3 clusters Score -3974977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3974980.750000 Penalty: 5120.804688
	Iteration 28Q: 3 clusters Score -3974981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3974995.500000 Penalty: 5120.804688
	Iteration 29Q: 3 clusters Score -3974996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3975007.000000 Penalty: 5120.804688
	Iteration 30Q: 3 clusters Score -3975007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3975016.000000 Penalty: 5120.804688
	Iteration 31Q: 3 clusters Score -3975016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3975024.750000 Penalty: 5120.804688
	Iteration 32Q: 3 clusters Score -3975025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3975024.500000 Penalty: 5120.804688
	Iteration 33Q: 3 clusters Score -3975024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3975035.750000 Penalty: 5120.804688
	Iteration 34Q: 3 clusters Score -3975036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3975043.750000 Penalty: 5120.804688
	Iteration 35Q: 3 clusters Score -3975044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3975045.750000 Penalty: 5120.804688
	Iteration 36Q: 3 clusters Score -3975046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3975048.500000 Penalty: 5120.804688
	Iteration 37Q: 3 clusters Score -3975048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3975051.250000 Penalty: 5120.804688
	Iteration 38Q: 3 clusters Score -3975051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3975052.000000 Penalty: 5120.804688
	Iteration 39Q: 3 clusters Score -3975052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3975053.000000 Penalty: 5120.804688
	Iteration 40F: 3 clusters Score -3975053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3975051.250000 Penalty: 5120.804688
	Iteration 41Q: 3 clusters Score -3975051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3975051.250000 Penalty: 5120.804688
	Iteration 42F: 3 clusters Score -3975051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (173602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173602 members 
Entering Unmasked Estep 
Score: -23477034.000000 Penalty: 2992.001221
	Iteration 0F: 2 clusters Score -2.347703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -23362058.000000 Penalty: 5984.002441
	Iteration 0F: 3 clusters Score -2.336206e+07 nChanged 83288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -23410698.000000 Penalty: 5984.002441
	Iteration 1F: 3 clusters Score -2.34107e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -23411806.000000 Penalty: 5984.002441
	Iteration 2Q: 3 clusters Score -2.341181e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -23413172.000000 Penalty: 5984.002441
	Iteration 3Q: 3 clusters Score -2.341317e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -23414872.000000 Penalty: 5984.002441
	Iteration 4Q: 3 clusters Score -2.341487e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -23417296.000000 Penalty: 5984.002441
	Iteration 5Q: 3 clusters Score -2.34173e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -23420788.000000 Penalty: 5984.002441
	Iteration 6Q: 3 clusters Score -2.342079e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -23425552.000000 Penalty: 5984.002441
	Iteration 7Q: 3 clusters Score -2.342555e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -23431190.000000 Penalty: 5984.002441
	Iteration 8F: 3 clusters Score -2.343119e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -23438376.000000 Penalty: 5984.002441
	Iteration 9F: 3 clusters Score -2.343838e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -23446604.000000 Penalty: 5984.002441
	Iteration 10F: 3 clusters Score -2.34466e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -23453082.000000 Penalty: 5984.002441
	Iteration 11F: 3 clusters Score -2.345308e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -23456394.000000 Penalty: 5984.002441
	Iteration 12Q: 3 clusters Score -2.345639e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -23458142.000000 Penalty: 5984.002441
	Iteration 13Q: 3 clusters Score -2.345814e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -23459168.000000 Penalty: 5984.002441
	Iteration 14Q: 3 clusters Score -2.345917e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -23460124.000000 Penalty: 5984.002441
	Iteration 15Q: 3 clusters Score -2.346012e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -23460942.000000 Penalty: 5984.002441
	Iteration 16Q: 3 clusters Score -2.346094e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -23461580.000000 Penalty: 5984.002441
	Iteration 17Q: 3 clusters Score -2.346158e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -23462318.000000 Penalty: 5984.002441
	Iteration 18Q: 3 clusters Score -2.346232e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -23463078.000000 Penalty: 5984.002441
	Iteration 19Q: 3 clusters Score -2.346308e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -23464038.000000 Penalty: 5984.002441
	Iteration 20F: 3 clusters Score -2.346404e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -23465032.000000 Penalty: 5984.002441
	Iteration 21Q: 3 clusters Score -2.346503e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110875 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -23466012.000000 Penalty: 5984.002441
	Iteration 22Q: 3 clusters Score -2.346601e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -23466988.000000 Penalty: 5984.002441
	Iteration 23Q: 3 clusters Score -2.346699e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -23467982.000000 Penalty: 5984.002441
	Iteration 24Q: 3 clusters Score -2.346798e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -23468784.000000 Penalty: 5984.002441
	Iteration 25Q: 3 clusters Score -2.346878e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -23469362.000000 Penalty: 5984.002441
	Iteration 26Q: 3 clusters Score -2.346936e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -23470032.000000 Penalty: 5984.002441
	Iteration 27Q: 3 clusters Score -2.347003e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122022 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -23470472.000000 Penalty: 5984.002441
	Iteration 28Q: 3 clusters Score -2.347047e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123540 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -23470734.000000 Penalty: 5984.002441
	Iteration 29Q: 3 clusters Score -2.347073e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -23470942.000000 Penalty: 5984.002441
	Iteration 30Q: 3 clusters Score -2.347094e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -23471216.000000 Penalty: 5984.002441
	Iteration 31Q: 3 clusters Score -2.347122e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127847 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -23471402.000000 Penalty: 5984.002441
	Iteration 32Q: 3 clusters Score -2.34714e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -23471640.000000 Penalty: 5984.002441
	Iteration 33Q: 3 clusters Score -2.347164e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -23471874.000000 Penalty: 5984.002441
	Iteration 34Q: 3 clusters Score -2.347187e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -23472184.000000 Penalty: 5984.002441
	Iteration 35Q: 3 clusters Score -2.347218e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133841 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -23472462.000000 Penalty: 5984.002441
	Iteration 36Q: 3 clusters Score -2.347246e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135336 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -23472692.000000 Penalty: 5984.002441
	Iteration 37Q: 3 clusters Score -2.347269e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136891 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -23473020.000000 Penalty: 5984.002441
	Iteration 38Q: 3 clusters Score -2.347302e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -23473246.000000 Penalty: 5984.002441
	Iteration 39Q: 3 clusters Score -2.347325e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139916 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -23473460.000000 Penalty: 5984.002441
	Iteration 40F: 3 clusters Score -2.347346e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -23473658.000000 Penalty: 5984.002441
	Iteration 41Q: 3 clusters Score -2.347366e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -23473944.000000 Penalty: 5984.002441
	Iteration 42Q: 3 clusters Score -2.347394e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144163 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -23474214.000000 Penalty: 5984.002441
	Iteration 43Q: 3 clusters Score -2.347421e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -23474400.000000 Penalty: 5984.002441
	Iteration 44Q: 3 clusters Score -2.34744e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -23474582.000000 Penalty: 5984.002441
	Iteration 45Q: 3 clusters Score -2.347458e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -23474814.000000 Penalty: 5984.002441
	Iteration 46Q: 3 clusters Score -2.347481e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -23475058.000000 Penalty: 5984.002441
	Iteration 47Q: 3 clusters Score -2.347506e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150248 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -23475170.000000 Penalty: 5984.002441
	Iteration 48Q: 3 clusters Score -2.347517e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -23475346.000000 Penalty: 5984.002441
	Iteration 49Q: 3 clusters Score -2.347535e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -23475464.000000 Penalty: 5984.002441
	Iteration 50Q: 3 clusters Score -2.347546e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -23475630.000000 Penalty: 5984.002441
	Iteration 51Q: 3 clusters Score -2.347563e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -23475720.000000 Penalty: 5984.002441
	Iteration 52Q: 3 clusters Score -2.347572e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -23475790.000000 Penalty: 5984.002441
	Iteration 53Q: 3 clusters Score -2.347579e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -23475896.000000 Penalty: 5984.002441
	Iteration 54Q: 3 clusters Score -2.34759e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157415 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -23475992.000000 Penalty: 5984.002441
	Iteration 55Q: 3 clusters Score -2.347599e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -23476032.000000 Penalty: 5984.002441
	Iteration 56Q: 3 clusters Score -2.347603e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159015 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -23476076.000000 Penalty: 5984.002441
	Iteration 57Q: 3 clusters Score -2.347608e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159739 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -23476168.000000 Penalty: 5984.002441
	Iteration 58Q: 3 clusters Score -2.347617e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -23476290.000000 Penalty: 5984.002441
	Iteration 59Q: 3 clusters Score -2.347629e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -23476294.000000 Penalty: 5984.002441
	Iteration 60F: 3 clusters Score -2.347629e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -23476360.000000 Penalty: 5984.002441
	Iteration 61Q: 3 clusters Score -2.347636e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -23476408.000000 Penalty: 5984.002441
	Iteration 62Q: 3 clusters Score -2.347641e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -23476356.000000 Penalty: 5984.002441
	Iteration 63Q: 3 clusters Score -2.347636e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -23476286.000000 Penalty: 5984.002441
	Iteration 64Q: 3 clusters Score -2.347629e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -23476344.000000 Penalty: 5984.002441
	Iteration 65Q: 3 clusters Score -2.347634e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -23476366.000000 Penalty: 5984.002441
	Iteration 66Q: 3 clusters Score -2.347637e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -23476408.000000 Penalty: 5984.002441
	Iteration 67Q: 3 clusters Score -2.347641e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -23476402.000000 Penalty: 5984.002441
	Iteration 68Q: 3 clusters Score -2.34764e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -23476438.000000 Penalty: 5984.002441
	Iteration 69Q: 3 clusters Score -2.347644e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -23476494.000000 Penalty: 5984.002441
	Iteration 70Q: 3 clusters Score -2.347649e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -23476474.000000 Penalty: 5984.002441
	Iteration 71Q: 3 clusters Score -2.347647e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -23476488.000000 Penalty: 5984.002441
	Iteration 72Q: 3 clusters Score -2.347649e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -23476512.000000 Penalty: 5984.002441
	Iteration 73Q: 3 clusters Score -2.347651e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166615 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -23476562.000000 Penalty: 5984.002441
	Iteration 74Q: 3 clusters Score -2.347656e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -23476542.000000 Penalty: 5984.002441
	Iteration 75Q: 3 clusters Score -2.347654e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -23476518.000000 Penalty: 5984.002441
	Iteration 76Q: 3 clusters Score -2.347652e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -23476564.000000 Penalty: 5984.002441
	Iteration 77Q: 3 clusters Score -2.347656e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -23476566.000000 Penalty: 5984.002441
	Iteration 78Q: 3 clusters Score -2.347657e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -23476540.000000 Penalty: 5984.002441
	Iteration 79Q: 3 clusters Score -2.347654e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -23476572.000000 Penalty: 5984.002441
	Iteration 80F: 3 clusters Score -2.347657e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168087 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -23476610.000000 Penalty: 5984.002441
	Iteration 81Q: 3 clusters Score -2.347661e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -23476562.000000 Penalty: 5984.002441
	Iteration 82Q: 3 clusters Score -2.347656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -23476532.000000 Penalty: 5984.002441
	Iteration 83Q: 3 clusters Score -2.347653e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168495 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -23476532.000000 Penalty: 5984.002441
	Iteration 84Q: 3 clusters Score -2.347653e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -23476542.000000 Penalty: 5984.002441
	Iteration 85Q: 3 clusters Score -2.347654e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -23476554.000000 Penalty: 5984.002441
	Iteration 86Q: 3 clusters Score -2.347655e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -23476518.000000 Penalty: 5984.002441
	Iteration 87Q: 3 clusters Score -2.347652e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -23476522.000000 Penalty: 5984.002441
	Iteration 88Q: 3 clusters Score -2.347652e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -23476554.000000 Penalty: 5984.002441
	Iteration 89Q: 3 clusters Score -2.347655e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -23476562.000000 Penalty: 5984.002441
	Iteration 90Q: 3 clusters Score -2.347656e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -23476534.000000 Penalty: 5984.002441
	Iteration 91Q: 3 clusters Score -2.347653e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -23476526.000000 Penalty: 5984.002441
	Iteration 92Q: 3 clusters Score -2.347653e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169212 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -23476528.000000 Penalty: 5984.002441
	Iteration 93Q: 3 clusters Score -2.347653e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169267 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -23476526.000000 Penalty: 5984.002441
	Iteration 94Q: 3 clusters Score -2.347653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -23476498.000000 Penalty: 5984.002441
	Iteration 95Q: 3 clusters Score -2.34765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -23476470.000000 Penalty: 5984.002441
	Iteration 96Q: 3 clusters Score -2.347647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -23476470.000000 Penalty: 5984.002441
	Iteration 97Q: 3 clusters Score -2.347647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169419 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -23476482.000000 Penalty: 5984.002441
	Iteration 98Q: 3 clusters Score -2.347648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -23476456.000000 Penalty: 5984.002441
	Iteration 99Q: 3 clusters Score -2.347646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -23476480.000000 Penalty: 5984.002441
	Iteration 100F: 3 clusters Score -2.347648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -23476488.000000 Penalty: 5984.002441
	Iteration 101Q: 3 clusters Score -2.347649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -23476470.000000 Penalty: 5984.002441
	Iteration 102Q: 3 clusters Score -2.347647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169496 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -23476462.000000 Penalty: 5984.002441
	Iteration 103Q: 3 clusters Score -2.347646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169501 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -23476470.000000 Penalty: 5984.002441
	Iteration 104Q: 3 clusters Score -2.347647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169503 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -23476478.000000 Penalty: 5984.002441
	Iteration 105Q: 3 clusters Score -2.347648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -23476468.000000 Penalty: 5984.002441
	Iteration 106Q: 3 clusters Score -2.347647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -23476464.000000 Penalty: 5984.002441
	Iteration 107Q: 3 clusters Score -2.347646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -23476462.000000 Penalty: 5984.002441
	Iteration 108Q: 3 clusters Score -2.347646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -23476464.000000 Penalty: 5984.002441
	Iteration 109Q: 3 clusters Score -2.347646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169510 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -23476468.000000 Penalty: 5984.002441
	Iteration 110Q: 3 clusters Score -2.347647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -23476456.000000 Penalty: 5984.002441
	Iteration 111Q: 3 clusters Score -2.347646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -23476452.000000 Penalty: 5984.002441
	Iteration 112Q: 3 clusters Score -2.347645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -23476460.000000 Penalty: 5984.002441
	Iteration 113Q: 3 clusters Score -2.347646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -23476470.000000 Penalty: 5984.002441
	Iteration 114Q: 3 clusters Score -2.347647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -23476470.000000 Penalty: 5984.002441
	Iteration 115F: 3 clusters Score -2.347647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -345205.812500 Penalty: 1946.729004
	Iteration 0F: 2 clusters Score -345205.8 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 1241 members 
Entering Unmasked Estep 
Score: -342217.531250 Penalty: 3893.458008
	Iteration 0F: 3 clusters Score -342217.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -342768.406250 Penalty: 3893.458008
	Iteration 1F: 3 clusters Score -342768.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -342894.093750 Penalty: 3893.458008
	Iteration 2F: 3 clusters Score -342894.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -342968.750000 Penalty: 3893.458008
	Iteration 3Q: 3 clusters Score -342968.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -343014.406250 Penalty: 3893.458008
	Iteration 4Q: 3 clusters Score -343014.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -343041.906250 Penalty: 3893.458008
	Iteration 5Q: 3 clusters Score -343041.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -343064.906250 Penalty: 3893.458008
	Iteration 6Q: 3 clusters Score -343064.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -343080.031250 Penalty: 3893.458008
	Iteration 7Q: 3 clusters Score -343080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -343099.218750 Penalty: 3893.458008
	Iteration 8Q: 3 clusters Score -343099.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -343115.437500 Penalty: 3893.458008
	Iteration 9Q: 3 clusters Score -343115.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -343129.000000 Penalty: 3893.458008
	Iteration 10Q: 3 clusters Score -343129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -343138.812500 Penalty: 3893.458008
	Iteration 11Q: 3 clusters Score -343138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -343144.968750 Penalty: 3893.458008
	Iteration 12Q: 3 clusters Score -343145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -343154.156250 Penalty: 3893.458008
	Iteration 13Q: 3 clusters Score -343154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -343159.968750 Penalty: 3893.458008
	Iteration 14Q: 3 clusters Score -343160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -343162.687500 Penalty: 3893.458008
	Iteration 15Q: 3 clusters Score -343162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -343167.468750 Penalty: 3893.458008
	Iteration 16Q: 3 clusters Score -343167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -343173.000000 Penalty: 3893.458008
	Iteration 17Q: 3 clusters Score -343173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -343177.031250 Penalty: 3893.458008
	Iteration 18Q: 3 clusters Score -343177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -343180.062500 Penalty: 3893.458008
	Iteration 19Q: 3 clusters Score -343180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -343181.656250 Penalty: 3893.458008
	Iteration 20F: 3 clusters Score -343181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -343183.968750 Penalty: 3893.458008
	Iteration 21Q: 3 clusters Score -343184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -343184.156250 Penalty: 3893.458008
	Iteration 22Q: 3 clusters Score -343184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -343184.625000 Penalty: 3893.458008
	Iteration 23Q: 3 clusters Score -343184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -343186.375000 Penalty: 3893.458008
	Iteration 24Q: 3 clusters Score -343186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -343186.468750 Penalty: 3893.458008
	Iteration 25Q: 3 clusters Score -343186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -343187.875000 Penalty: 3893.458008
	Iteration 26Q: 3 clusters Score -343187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -343188.312500 Penalty: 3893.458008
	Iteration 27Q: 3 clusters Score -343188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -343188.312500 Penalty: 3893.458008
	Iteration 28F: 3 clusters Score -343188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 72454 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 80147 members 
Mstep: Class 12 contains 159714 members 
Mstep: Class 13 contains 64897 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 167004 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 21 contains 144250 members 
Mstep: Class 22 contains 30461 members 
Mstep: Class 23 contains 173602 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126376848.000000 Penalty: 71720.562500
Iteration 79Q: 22 clusters Score -1.263768e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 13049 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 72099 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 9 contains 8728 members 
Mstep: Class 10 contains 13968 members 
Mstep: Class 11 contains 80049 members 
Mstep: Class 12 contains 159685 members 
Mstep: Class 13 contains 64702 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 16 contains 11377 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 166839 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 146295 members 
Mstep: Class 22 contains 30457 members 
Mstep: Class 23 contains 172426 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126379992.000000 Penalty: 71720.562500
Iteration 80F: 22 clusters Score -1.2638e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 13045 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 71733 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 79928 members 
Mstep: Class 12 contains 159567 members 
Mstep: Class 13 contains 64514 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 16 contains 11334 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 166649 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 21 contains 148351 members 
Mstep: Class 22 contains 30445 members 
Mstep: Class 23 contains 171253 members 
Mstep: Class 24 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387536.000000 Penalty: 71720.562500
Iteration 81Q: 22 clusters Score -1.263875e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 13228 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 71410 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 9 contains 8691 members 
Mstep: Class 10 contains 13922 members 
Mstep: Class 11 contains 79842 members 
Mstep: Class 12 contains 159515 members 
Mstep: Class 13 contains 64346 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 166457 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 21 contains 150303 members 
Mstep: Class 22 contains 30433 members 
Mstep: Class 23 contains 170106 members 
Mstep: Class 24 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126388016.000000 Penalty: 71720.562500
Iteration 82Q: 22 clusters Score -1.26388e+08 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 13293 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 71083 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 9 contains 8678 members 
Mstep: Class 10 contains 13919 members 
Mstep: Class 11 contains 79779 members 
Mstep: Class 12 contains 159423 members 
Mstep: Class 13 contains 64194 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 16 contains 11261 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 166240 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 152240 members 
Mstep: Class 22 contains 30456 members 
Mstep: Class 23 contains 169018 members 
Mstep: Class 24 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126388216.000000 Penalty: 71720.562500
Iteration 83Q: 22 clusters Score -1.263882e+08 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7585 members 
Mstep: Class 3 contains 13269 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 70748 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 9 contains 8657 members 
Mstep: Class 10 contains 13919 members 
Mstep: Class 11 contains 79734 members 
Mstep: Class 12 contains 159295 members 
Mstep: Class 13 contains 64065 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 16 contains 11223 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 166058 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 154190 members 
Mstep: Class 22 contains 30516 members 
Mstep: Class 23 contains 167892 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387864.000000 Penalty: 71720.562500
Iteration 84Q: 22 clusters Score -1.263879e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7617 members 
Mstep: Class 3 contains 13221 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 70451 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 79686 members 
Mstep: Class 12 contains 159164 members 
Mstep: Class 13 contains 63927 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 16 contains 11188 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 165934 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 156072 members 
Mstep: Class 22 contains 30559 members 
Mstep: Class 23 contains 166757 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387600.000000 Penalty: 71720.562500
Iteration 85Q: 22 clusters Score -1.263876e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7643 members 
Mstep: Class 3 contains 13152 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 70164 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 9 contains 8636 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 11 contains 79641 members 
Mstep: Class 12 contains 158945 members 
Mstep: Class 13 contains 63791 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 16 contains 11157 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 165752 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 158023 members 
Mstep: Class 22 contains 30608 members 
Mstep: Class 23 contains 165693 members 
Mstep: Class 24 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387240.000000 Penalty: 71720.562500
Iteration 86Q: 22 clusters Score -1.263872e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 13091 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 69860 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 9 contains 8630 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 79589 members 
Mstep: Class 12 contains 158707 members 
Mstep: Class 13 contains 63666 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 165545 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 159961 members 
Mstep: Class 22 contains 30637 members 
Mstep: Class 23 contains 164705 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387480.000000 Penalty: 71720.562500
Iteration 87Q: 22 clusters Score -1.263875e+08 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7689 members 
Mstep: Class 3 contains 13026 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 69595 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 9 contains 8622 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 79538 members 
Mstep: Class 12 contains 158481 members 
Mstep: Class 13 contains 63585 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 18 contains 165321 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 161752 members 
Mstep: Class 22 contains 30681 members 
Mstep: Class 23 contains 163784 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387736.000000 Penalty: 71720.562500
Iteration 88Q: 22 clusters Score -1.263877e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 69345 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 8612 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 79517 members 
Mstep: Class 12 contains 158254 members 
Mstep: Class 13 contains 63512 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 16 contains 11083 members 
Mstep: Class 17 contains 608 members 
Mstep: Class 18 contains 165070 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 163485 members 
Mstep: Class 22 contains 30688 members 
Mstep: Class 23 contains 162897 members 
Mstep: Class 24 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126388032.000000 Penalty: 71720.562500
Iteration 89Q: 22 clusters Score -1.26388e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7735 members 
Mstep: Class 3 contains 12938 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 69114 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 9 contains 8604 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 79503 members 
Mstep: Class 12 contains 158063 members 
Mstep: Class 13 contains 63415 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 11065 members 
Mstep: Class 17 contains 608 members 
Mstep: Class 18 contains 164753 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 21 contains 165142 members 
Mstep: Class 22 contains 30702 members 
Mstep: Class 23 contains 162108 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387928.000000 Penalty: 71720.562500
Iteration 90Q: 22 clusters Score -1.263879e+08 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7753 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 68905 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 9 contains 8597 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 79516 members 
Mstep: Class 12 contains 157972 members 
Mstep: Class 13 contains 63306 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 608 members 
Mstep: Class 18 contains 164337 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 166785 members 
Mstep: Class 22 contains 30713 members 
Mstep: Class 23 contains 161295 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387984.000000 Penalty: 71720.562500
Iteration 91Q: 22 clusters Score -1.26388e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7766 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 68750 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 9 contains 8591 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 79537 members 
Mstep: Class 12 contains 157874 members 
Mstep: Class 13 contains 63187 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 11038 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 163840 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 168474 members 
Mstep: Class 22 contains 30711 members 
Mstep: Class 23 contains 160484 members 
Mstep: Class 24 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126387856.000000 Penalty: 71720.562500
Iteration 92Q: 22 clusters Score -1.263879e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7783 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 68586 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 9 contains 8590 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 79561 members 
Mstep: Class 12 contains 157763 members 
Mstep: Class 13 contains 63022 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 11024 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 163324 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 170245 members 
Mstep: Class 22 contains 30701 members 
Mstep: Class 23 contains 159679 members 
Mstep: Class 24 contains 2557 members 
Entering Unmasked Estep 
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Score: -126387672.000000 Penalty: 71720.562500
Iteration 93Q: 22 clusters Score -1.263877e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7805 members 
Mstep: Class 3 contains 12842 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 68436 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 9 contains 8589 members 
Mstep: Class 10 contains 14014 members 
Mstep: Class 11 contains 79591 members 
Mstep: Class 12 contains 157663 members 
Mstep: Class 13 contains 62894 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 11007 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 162734 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 171939 members 
Mstep: Class 22 contains 30689 members 
Mstep: Class 23 contains 158949 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
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Score: -126387776.000000 Penalty: 71720.562500
Iteration 94Q: 22 clusters Score -1.263878e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7820 members 
Mstep: Class 3 contains 12821 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 68297 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 9 contains 8586 members 
Mstep: Class 10 contains 14027 members 
Mstep: Class 11 contains 79625 members 
Mstep: Class 12 contains 157622 members 
Mstep: Class 13 contains 62742 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 10986 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 162136 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 21 contains 173611 members 
Mstep: Class 22 contains 30680 members 
Mstep: Class 23 contains 158202 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
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Score: -126387736.000000 Penalty: 71720.562500
Iteration 95Q: 22 clusters Score -1.263877e+08 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 12796 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 68170 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 79652 members 
Mstep: Class 12 contains 157611 members 
Mstep: Class 13 contains 62587 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 10971 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 161581 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 175266 members 
Mstep: Class 22 contains 30676 members 
Mstep: Class 23 contains 157405 members 
Mstep: Class 24 contains 2556 members 
Entering Unmasked Estep 
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Iteration 96Q: 22 clusters Score -1.263881e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 12774 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 68054 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 79714 members 
Mstep: Class 12 contains 157630 members 
Mstep: Class 13 contains 62426 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 10949 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 161032 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 176874 members 
Mstep: Class 22 contains 30674 members 
Mstep: Class 23 contains 156565 members 
Mstep: Class 24 contains 2553 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.263876e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7868 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 67936 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 14050 members 
Mstep: Class 11 contains 79784 members 
Mstep: Class 12 contains 157733 members 
Mstep: Class 13 contains 62268 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 10926 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 160470 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 178369 members 
Mstep: Class 22 contains 30669 members 
Mstep: Class 23 contains 155749 members 
Mstep: Class 24 contains 2554 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.263879e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 67845 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 8580 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 79837 members 
Mstep: Class 12 contains 157908 members 
Mstep: Class 13 contains 62143 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 10897 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 159885 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 21 contains 179760 members 
Mstep: Class 22 contains 30659 members 
Mstep: Class 23 contains 154950 members 
Mstep: Class 24 contains 2555 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.263875e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 67754 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 8580 members 
Mstep: Class 10 contains 14067 members 
Mstep: Class 11 contains 79898 members 
Mstep: Class 12 contains 158142 members 
Mstep: Class 13 contains 62053 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 16 contains 10872 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 159314 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 181061 members 
Mstep: Class 22 contains 30666 members 
Mstep: Class 23 contains 154095 members 
Mstep: Class 24 contains 2557 members 
Entering Unmasked Estep 
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Score: -126412920.000000 Penalty: 71720.562500
Iteration 100F: 22 clusters Score -1.264129e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 12740 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 8580 members 
Mstep: Class 10 contains 14067 members 
Mstep: Class 11 contains 79938 members 
Mstep: Class 12 contains 158388 members 
Mstep: Class 13 contains 61919 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 10853 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 158763 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 182336 members 
Mstep: Class 22 contains 30661 members 
Mstep: Class 23 contains 153306 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
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Score: -126425128.000000 Penalty: 71720.562500
Iteration 101Q: 22 clusters Score -1.264251e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 12877 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 67640 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 9 contains 8580 members 
Mstep: Class 10 contains 14060 members 
Mstep: Class 11 contains 79999 members 
Mstep: Class 12 contains 158663 members 
Mstep: Class 13 contains 61821 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 16 contains 10839 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 158243 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 183422 members 
Mstep: Class 22 contains 30655 members 
Mstep: Class 23 contains 152559 members 
Mstep: Class 24 contains 2559 members 
Entering Unmasked Estep 
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Score: -126425344.000000 Penalty: 71720.562500
Iteration 102Q: 22 clusters Score -1.264253e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7948 members 
Mstep: Class 3 contains 12824 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 67628 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 9 contains 8583 members 
Mstep: Class 10 contains 14094 members 
Mstep: Class 11 contains 80066 members 
Mstep: Class 12 contains 158881 members 
Mstep: Class 13 contains 61747 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 16 contains 10830 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 157754 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 21 contains 184435 members 
Mstep: Class 22 contains 30721 members 
Mstep: Class 23 contains 151829 members 
Mstep: Class 24 contains 2562 members 
Entering Unmasked Estep 
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Score: -126425632.000000 Penalty: 71720.562500
Iteration 103Q: 22 clusters Score -1.264256e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 12724 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 67651 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 9 contains 8583 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 80140 members 
Mstep: Class 12 contains 159108 members 
Mstep: Class 13 contains 61654 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 16 contains 10834 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 157272 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 21 contains 185402 members 
Mstep: Class 22 contains 30779 members 
Mstep: Class 23 contains 151116 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
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Score: -126425936.000000 Penalty: 71720.562500
Iteration 104Q: 22 clusters Score -1.264259e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 12593 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 67686 members 
Mstep: Class 6 contains 843 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 14173 members 
Mstep: Class 11 contains 80212 members 
Mstep: Class 12 contains 159358 members 
Mstep: Class 13 contains 61539 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 10846 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 156834 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 21 contains 186335 members 
Mstep: Class 22 contains 30824 members 
Mstep: Class 23 contains 150402 members 
Mstep: Class 24 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426016.000000 Penalty: 71720.562500
Iteration 105Q: 22 clusters Score -1.26426e+08 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 67708 members 
Mstep: Class 6 contains 850 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 14205 members 
Mstep: Class 11 contains 80284 members 
Mstep: Class 12 contains 159567 members 
Mstep: Class 13 contains 61429 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10851 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 156431 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 21 contains 187316 members 
Mstep: Class 22 contains 30861 members 
Mstep: Class 23 contains 149668 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426368.000000 Penalty: 71720.562500
Iteration 106Q: 22 clusters Score -1.264264e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 12416 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 67746 members 
Mstep: Class 6 contains 852 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 9 contains 8583 members 
Mstep: Class 10 contains 14220 members 
Mstep: Class 11 contains 80386 members 
Mstep: Class 12 contains 159765 members 
Mstep: Class 13 contains 61333 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10843 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 156010 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 21 contains 188274 members 
Mstep: Class 22 contains 30880 members 
Mstep: Class 23 contains 148919 members 
Mstep: Class 24 contains 2566 members 
Entering Unmasked Estep 
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Score: -126426752.000000 Penalty: 71720.562500
Iteration 107Q: 22 clusters Score -1.264268e+08 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 12369 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 67820 members 
Mstep: Class 6 contains 852 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 9 contains 8584 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 80447 members 
Mstep: Class 12 contains 159965 members 
Mstep: Class 13 contains 61225 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 10837 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 155623 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 189172 members 
Mstep: Class 22 contains 30893 members 
Mstep: Class 23 contains 148202 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
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Score: -126426400.000000 Penalty: 71720.562500
Iteration 108Q: 22 clusters Score -1.264264e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7994 members 
Mstep: Class 3 contains 12317 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 67863 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 80524 members 
Mstep: Class 12 contains 160141 members 
Mstep: Class 13 contains 61136 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 10827 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 155297 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 190044 members 
Mstep: Class 22 contains 30933 members 
Mstep: Class 23 contains 147466 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426024.000000 Penalty: 71720.562500
Iteration 109Q: 22 clusters Score -1.26426e+08 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8007 members 
Mstep: Class 3 contains 12268 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 67931 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 8590 members 
Mstep: Class 10 contains 14248 members 
Mstep: Class 11 contains 80588 members 
Mstep: Class 12 contains 160289 members 
Mstep: Class 13 contains 61072 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 10807 members 
Mstep: Class 17 contains 732 members 
Mstep: Class 18 contains 155074 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 190765 members 
Mstep: Class 22 contains 30956 members 
Mstep: Class 23 contains 146775 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425480.000000 Penalty: 71720.562500
Iteration 110Q: 22 clusters Score -1.264255e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 12227 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 67990 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 8591 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 80664 members 
Mstep: Class 12 contains 160428 members 
Mstep: Class 13 contains 61027 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10791 members 
Mstep: Class 17 contains 731 members 
Mstep: Class 18 contains 154824 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 191446 members 
Mstep: Class 22 contains 30974 members 
Mstep: Class 23 contains 146137 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425168.000000 Penalty: 71720.562500
Iteration 111Q: 22 clusters Score -1.264252e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8034 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 68046 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 9 contains 8591 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 80768 members 
Mstep: Class 12 contains 160633 members 
Mstep: Class 13 contains 60986 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10778 members 
Mstep: Class 17 contains 729 members 
Mstep: Class 18 contains 154544 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 192073 members 
Mstep: Class 22 contains 30986 members 
Mstep: Class 23 contains 145474 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126425280.000000 Penalty: 71720.562500
Iteration 112Q: 22 clusters Score -1.264253e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 68101 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 9 contains 8592 members 
Mstep: Class 10 contains 14252 members 
Mstep: Class 11 contains 80880 members 
Mstep: Class 12 contains 160824 members 
Mstep: Class 13 contains 60960 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10771 members 
Mstep: Class 17 contains 727 members 
Mstep: Class 18 contains 154248 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 192783 members 
Mstep: Class 22 contains 30988 members 
Mstep: Class 23 contains 144747 members 
Mstep: Class 24 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 22 clusters Score -1.26425e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 68179 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 9 contains 8596 members 
Mstep: Class 10 contains 14255 members 
Mstep: Class 11 contains 80998 members 
Mstep: Class 12 contains 161049 members 
Mstep: Class 13 contains 60941 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10766 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 18 contains 154016 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 193277 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 144080 members 
Mstep: Class 24 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424776.000000 Penalty: 71720.562500
Iteration 114Q: 22 clusters Score -1.264248e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 12134 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 68269 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 8603 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 81092 members 
Mstep: Class 12 contains 161183 members 
Mstep: Class 13 contains 60938 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10762 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 18 contains 153838 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 193849 members 
Mstep: Class 22 contains 31012 members 
Mstep: Class 23 contains 143377 members 
Mstep: Class 24 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126424304.000000 Penalty: 71720.562500
Iteration 115Q: 22 clusters Score -1.264243e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 12110 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 68334 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 9 contains 8609 members 
Mstep: Class 10 contains 14273 members 
Mstep: Class 11 contains 81154 members 
Mstep: Class 12 contains 161318 members 
Mstep: Class 13 contains 60943 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10747 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 18 contains 153628 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 194409 members 
Mstep: Class 22 contains 31019 members 
Mstep: Class 23 contains 142771 members 
Mstep: Class 24 contains 2562 members 
Entering Unmasked Estep 
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Score: -126424328.000000 Penalty: 71720.562500
Iteration 116Q: 22 clusters Score -1.264243e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 68422 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 9 contains 8619 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 81228 members 
Mstep: Class 12 contains 161344 members 
Mstep: Class 13 contains 60953 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10729 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 153453 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 194930 members 
Mstep: Class 22 contains 31024 members 
Mstep: Class 23 contains 142239 members 
Mstep: Class 24 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126423808.000000 Penalty: 71720.562500
Iteration 117Q: 22 clusters Score -1.264238e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 68520 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 9 contains 8629 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 81337 members 
Mstep: Class 12 contains 161180 members 
Mstep: Class 13 contains 60983 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10711 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 153317 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 195472 members 
Mstep: Class 22 contains 31020 members 
Mstep: Class 23 contains 141770 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 22 clusters Score -1.264236e+08 nChanged 3533
Entering ConstructFrom: 
Score: -126423616.000000 Penalty: 71720.562500
Entering ConstructFrom: 
Trying to split cluster 1 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -73641.195312 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -73641.2 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 347 members 
Entering Unmasked Estep 
Score: -72202.875000 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -72202.88 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73228.492188 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -73228.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73764.343750 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -73764.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74098.695312 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -74098.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74298.531250 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -74298.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74599.078125 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -74599.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74788.593750 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -74788.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75158.773438 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -75158.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75286.968750 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -75286.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75295.960938 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -75295.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75295.960938 Penalty: 3255.672363
	Iteration 10F: 3 clusters Score -75295.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 68653 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 160912 members 
Mstep: Class 13 contains 61016 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 153250 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 196024 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141307 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
Score: -126423560.000000 Penalty: 75135.828125
Splitting cluster 1 changes total score from -126423616.000000 to -126423560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -1028297.875000 Penalty: 2231.476562
	Iteration 0F: 2 clusters Score -1028298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1021744.250000 Penalty: 4462.953125
	Iteration 0F: 3 clusters Score -1021744 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1023487.187500 Penalty: 4462.953125
	Iteration 1F: 3 clusters Score -1023487 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1023756.000000 Penalty: 4462.953125
	Iteration 2F: 3 clusters Score -1023756 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1023918.437500 Penalty: 4462.953125
	Iteration 3Q: 3 clusters Score -1023918 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1024040.812500 Penalty: 4462.953125
	Iteration 4Q: 3 clusters Score -1024041 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1024118.625000 Penalty: 4462.953125
	Iteration 5Q: 3 clusters Score -1024119 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1024170.125000 Penalty: 4462.953125
	Iteration 6Q: 3 clusters Score -1024170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1024211.000000 Penalty: 4462.953125
	Iteration 7Q: 3 clusters Score -1024211 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1024256.625000 Penalty: 4462.953125
	Iteration 8Q: 3 clusters Score -1024257 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1024312.125000 Penalty: 4462.953125
	Iteration 9Q: 3 clusters Score -1024312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1024378.375000 Penalty: 4462.953125
	Iteration 10Q: 3 clusters Score -1024378 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1024422.562500 Penalty: 4462.953125
	Iteration 11Q: 3 clusters Score -1024423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1024463.250000 Penalty: 4462.953125
	Iteration 12Q: 3 clusters Score -1024463 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1024505.375000 Penalty: 4462.953125
	Iteration 13Q: 3 clusters Score -1024505 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1024548.125000 Penalty: 4462.953125
	Iteration 14Q: 3 clusters Score -1024548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1024589.937500 Penalty: 4462.953125
	Iteration 15Q: 3 clusters Score -1024590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1024640.375000 Penalty: 4462.953125
	Iteration 16Q: 3 clusters Score -1024640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1024687.750000 Penalty: 4462.953125
	Iteration 17Q: 3 clusters Score -1024688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1024751.562500 Penalty: 4462.953125
	Iteration 18Q: 3 clusters Score -1024752 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1024817.875000 Penalty: 4462.953125
	Iteration 19Q: 3 clusters Score -1024818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1024893.437500 Penalty: 4462.953125
	Iteration 20F: 3 clusters Score -1024893 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1024992.000000 Penalty: 4462.953125
	Iteration 21Q: 3 clusters Score -1024992 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1025087.812500 Penalty: 4462.953125
	Iteration 22Q: 3 clusters Score -1025088 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1025213.750000 Penalty: 4462.953125
	Iteration 23Q: 3 clusters Score -1025214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1025364.000000 Penalty: 4462.953125
	Iteration 24Q: 3 clusters Score -1025364 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1025508.687500 Penalty: 4462.953125
	Iteration 25Q: 3 clusters Score -1025509 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1025684.625000 Penalty: 4462.953125
	Iteration 26Q: 3 clusters Score -1025685 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1025843.812500 Penalty: 4462.953125
	Iteration 27Q: 3 clusters Score -1025844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1026006.250000 Penalty: 4462.953125
	Iteration 28Q: 3 clusters Score -1026006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1026155.437500 Penalty: 4462.953125
	Iteration 29Q: 3 clusters Score -1026155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1026264.250000 Penalty: 4462.953125
	Iteration 30Q: 3 clusters Score -1026264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1026337.312500 Penalty: 4462.953125
	Iteration 31Q: 3 clusters Score -1026337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1026378.812500 Penalty: 4462.953125
	Iteration 32Q: 3 clusters Score -1026379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1026413.500000 Penalty: 4462.953125
	Iteration 33Q: 3 clusters Score -1026414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1026451.750000 Penalty: 4462.953125
	Iteration 34Q: 3 clusters Score -1026452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1026484.750000 Penalty: 4462.953125
	Iteration 35Q: 3 clusters Score -1026485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1026507.250000 Penalty: 4462.953125
	Iteration 36Q: 3 clusters Score -1026507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1026525.562500 Penalty: 4462.953125
	Iteration 37Q: 3 clusters Score -1026526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1026542.562500 Penalty: 4462.953125
	Iteration 38Q: 3 clusters Score -1026543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1026552.062500 Penalty: 4462.953125
	Iteration 39Q: 3 clusters Score -1026552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1026558.250000 Penalty: 4462.953125
	Iteration 40F: 3 clusters Score -1026558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1026560.687500 Penalty: 4462.953125
	Iteration 41Q: 3 clusters Score -1026561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1026563.562500 Penalty: 4462.953125
	Iteration 42Q: 3 clusters Score -1026564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1026563.937500 Penalty: 4462.953125
	Iteration 43Q: 3 clusters Score -1026564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1026563.937500 Penalty: 4462.953125
	Iteration 44F: 3 clusters Score -1026564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Entering Unmasked Estep 
Score: -1418690.000000 Penalty: 2330.555420
	Iteration 0F: 2 clusters Score -1418690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1409801.125000 Penalty: 4661.110840
	Iteration 0F: 3 clusters Score -1409801 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1412800.625000 Penalty: 4661.110840
	Iteration 1F: 3 clusters Score -1412801 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1413621.000000 Penalty: 4661.110840
	Iteration 2F: 3 clusters Score -1413621 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1414423.625000 Penalty: 4661.110840
	Iteration 3F: 3 clusters Score -1414424 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1415185.250000 Penalty: 4661.110840
	Iteration 4F: 3 clusters Score -1415185 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1415816.250000 Penalty: 4661.110840
	Iteration 5F: 3 clusters Score -1415816 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1416312.375000 Penalty: 4661.110840
	Iteration 6F: 3 clusters Score -1416312 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1416645.125000 Penalty: 4661.110840
	Iteration 7Q: 3 clusters Score -1416645 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1416850.000000 Penalty: 4661.110840
	Iteration 8Q: 3 clusters Score -1416850 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1416978.875000 Penalty: 4661.110840
	Iteration 9Q: 3 clusters Score -1416979 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1417075.750000 Penalty: 4661.110840
	Iteration 10Q: 3 clusters Score -1417076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1417132.875000 Penalty: 4661.110840
	Iteration 11Q: 3 clusters Score -1417133 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1417176.500000 Penalty: 4661.110840
	Iteration 12Q: 3 clusters Score -1417176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1417205.500000 Penalty: 4661.110840
	Iteration 13Q: 3 clusters Score -1417206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1417225.250000 Penalty: 4661.110840
	Iteration 14Q: 3 clusters Score -1417225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1417235.125000 Penalty: 4661.110840
	Iteration 15Q: 3 clusters Score -1417235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1417243.875000 Penalty: 4661.110840
	Iteration 16Q: 3 clusters Score -1417244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1417249.875000 Penalty: 4661.110840
	Iteration 17Q: 3 clusters Score -1417250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1417252.875000 Penalty: 4661.110840
	Iteration 18Q: 3 clusters Score -1417253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1417255.500000 Penalty: 4661.110840
	Iteration 19Q: 3 clusters Score -1417256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1417260.500000 Penalty: 4661.110840
	Iteration 20F: 3 clusters Score -1417260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1417263.375000 Penalty: 4661.110840
	Iteration 21Q: 3 clusters Score -1417263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1417265.750000 Penalty: 4661.110840
	Iteration 22Q: 3 clusters Score -1417266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1417272.750000 Penalty: 4661.110840
	Iteration 23Q: 3 clusters Score -1417273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1417277.625000 Penalty: 4661.110840
	Iteration 24Q: 3 clusters Score -1417278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1417276.625000 Penalty: 4661.110840
	Iteration 25Q: 3 clusters Score -1417277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1417279.750000 Penalty: 4661.110840
	Iteration 26Q: 3 clusters Score -1417280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1417278.125000 Penalty: 4661.110840
	Iteration 27Q: 3 clusters Score -1417278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1417279.625000 Penalty: 4661.110840
	Iteration 28Q: 3 clusters Score -1417280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1417277.750000 Penalty: 4661.110840
	Iteration 29Q: 3 clusters Score -1417278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1417277.375000 Penalty: 4661.110840
	Iteration 30Q: 3 clusters Score -1417277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1417278.750000 Penalty: 4661.110840
	Iteration 31Q: 3 clusters Score -1417279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1417277.125000 Penalty: 4661.110840
	Iteration 32Q: 3 clusters Score -1417277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1417276.875000 Penalty: 4661.110840
	Iteration 33Q: 3 clusters Score -1417277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1417278.875000 Penalty: 4661.110840
	Iteration 34Q: 3 clusters Score -1417279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1417280.875000 Penalty: 4661.110840
	Iteration 35Q: 3 clusters Score -1417281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1417279.375000 Penalty: 4661.110840
	Iteration 36Q: 3 clusters Score -1417279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1417279.875000 Penalty: 4661.110840
	Iteration 37Q: 3 clusters Score -1417280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1417281.000000 Penalty: 4661.110840
	Iteration 38Q: 3 clusters Score -1417281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1417279.500000 Penalty: 4661.110840
	Iteration 39Q: 3 clusters Score -1417280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1417279.500000 Penalty: 4661.110840
	Iteration 40F: 3 clusters Score -1417280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -196544.500000 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -196544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194253.859375 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -194253.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -194584.421875 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -194584.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -194677.281250 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -194677.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194736.812500 Penalty: 3614.629883
	Iteration 3Q: 3 clusters Score -194736.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -194776.671875 Penalty: 3614.629883
	Iteration 4Q: 3 clusters Score -194776.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194798.375000 Penalty: 3614.629883
	Iteration 5Q: 3 clusters Score -194798.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194813.000000 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -194813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194823.484375 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -194823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194829.656250 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -194829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194834.437500 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -194834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -194836.703125 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -194836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -194839.578125 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -194839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -194840.546875 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -194840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -194841.609375 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -194841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -194842.296875 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -194842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -194843.437500 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -194843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -194843.437500 Penalty: 3614.629883
	Iteration 16F: 3 clusters Score -194843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Entering Unmasked Estep 
Score: -9302052.000000 Penalty: 2761.931396
	Iteration 0F: 2 clusters Score -9302052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -9256057.000000 Penalty: 5523.862793
	Iteration 0F: 3 clusters Score -9256057 nChanged 32002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -9273776.000000 Penalty: 5523.862793
	Iteration 1F: 3 clusters Score -9273776 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -9274445.000000 Penalty: 5523.862793
	Iteration 2Q: 3 clusters Score -9274445 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -9275218.000000 Penalty: 5523.862793
	Iteration 3Q: 3 clusters Score -9275218 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -9276185.000000 Penalty: 5523.862793
	Iteration 4Q: 3 clusters Score -9276185 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -9277365.000000 Penalty: 5523.862793
	Iteration 5Q: 3 clusters Score -9277365 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -9278877.000000 Penalty: 5523.862793
	Iteration 6Q: 3 clusters Score -9278877 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -9280782.000000 Penalty: 5523.862793
	Iteration 7F: 3 clusters Score -9280782 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -9283244.000000 Penalty: 5523.862793
	Iteration 8F: 3 clusters Score -9283244 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -9286037.000000 Penalty: 5523.862793
	Iteration 9F: 3 clusters Score -9286037 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -9288352.000000 Penalty: 5523.862793
	Iteration 10F: 3 clusters Score -9288352 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -9289530.000000 Penalty: 5523.862793
	Iteration 11Q: 3 clusters Score -9289530 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -9290103.000000 Penalty: 5523.862793
	Iteration 12Q: 3 clusters Score -9290103 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -9290501.000000 Penalty: 5523.862793
	Iteration 13Q: 3 clusters Score -9290501 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -9290951.000000 Penalty: 5523.862793
	Iteration 14Q: 3 clusters Score -9290951 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -9291590.000000 Penalty: 5523.862793
	Iteration 15Q: 3 clusters Score -9291590 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -9292487.000000 Penalty: 5523.862793
	Iteration 16Q: 3 clusters Score -9292487 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -9293773.000000 Penalty: 5523.862793
	Iteration 17Q: 3 clusters Score -9293773 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -9295462.000000 Penalty: 5523.862793
	Iteration 18Q: 3 clusters Score -9295462 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -9297166.000000 Penalty: 5523.862793
	Iteration 19Q: 3 clusters Score -9297166 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -9298370.000000 Penalty: 5523.862793
	Iteration 20F: 3 clusters Score -9298370 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -9299225.000000 Penalty: 5523.862793
	Iteration 21Q: 3 clusters Score -9299225 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -9299671.000000 Penalty: 5523.862793
	Iteration 22Q: 3 clusters Score -9299671 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -9300012.000000 Penalty: 5523.862793
	Iteration 23Q: 3 clusters Score -9300012 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -9300532.000000 Penalty: 5523.862793
	Iteration 24Q: 3 clusters Score -9300532 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -9301222.000000 Penalty: 5523.862793
	Iteration 25Q: 3 clusters Score -9301222 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -9302244.000000 Penalty: 5523.862793
	Iteration 26Q: 3 clusters Score -9302244 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -9303410.000000 Penalty: 5523.862793
	Iteration 27Q: 3 clusters Score -9303410 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -9304129.000000 Penalty: 5523.862793
	Iteration 28Q: 3 clusters Score -9304129 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -9304512.000000 Penalty: 5523.862793
	Iteration 29Q: 3 clusters Score -9304512 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -9304754.000000 Penalty: 5523.862793
	Iteration 30Q: 3 clusters Score -9304754 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -9304908.000000 Penalty: 5523.862793
	Iteration 31Q: 3 clusters Score -9304908 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -9304955.000000 Penalty: 5523.862793
	Iteration 32Q: 3 clusters Score -9304955 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -9305001.000000 Penalty: 5523.862793
	Iteration 33Q: 3 clusters Score -9305001 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -9305059.000000 Penalty: 5523.862793
	Iteration 34Q: 3 clusters Score -9305059 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -9305132.000000 Penalty: 5523.862793
	Iteration 35Q: 3 clusters Score -9305132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -9305175.000000 Penalty: 5523.862793
	Iteration 36Q: 3 clusters Score -9305175 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -9305199.000000 Penalty: 5523.862793
	Iteration 37Q: 3 clusters Score -9305199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -9305252.000000 Penalty: 5523.862793
	Iteration 38Q: 3 clusters Score -9305252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -9305240.000000 Penalty: 5523.862793
	Iteration 39Q: 3 clusters Score -9305240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -9305336.000000 Penalty: 5523.862793
	Iteration 40F: 3 clusters Score -9305336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -9305339.000000 Penalty: 5523.862793
	Iteration 41Q: 3 clusters Score -9305339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -9305334.000000 Penalty: 5523.862793
	Iteration 42Q: 3 clusters Score -9305334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -9305319.000000 Penalty: 5523.862793
	Iteration 43Q: 3 clusters Score -9305319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -9305327.000000 Penalty: 5523.862793
	Iteration 44Q: 3 clusters Score -9305327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -9305346.000000 Penalty: 5523.862793
	Iteration 45Q: 3 clusters Score -9305346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9305351.000000 Penalty: 5523.862793
	Iteration 46Q: 3 clusters Score -9305351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -9305355.000000 Penalty: 5523.862793
	Iteration 47Q: 3 clusters Score -9305355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9305362.000000 Penalty: 5523.862793
	Iteration 48Q: 3 clusters Score -9305362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9305366.000000 Penalty: 5523.862793
	Iteration 49Q: 3 clusters Score -9305366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -9305373.000000 Penalty: 5523.862793
	Iteration 50Q: 3 clusters Score -9305373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -9305364.000000 Penalty: 5523.862793
	Iteration 51Q: 3 clusters Score -9305364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -9305365.000000 Penalty: 5523.862793
	Iteration 52Q: 3 clusters Score -9305365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -9305364.000000 Penalty: 5523.862793
	Iteration 53Q: 3 clusters Score -9305364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -9305366.000000 Penalty: 5523.862793
	Iteration 54Q: 3 clusters Score -9305366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9305367.000000 Penalty: 5523.862793
	Iteration 55Q: 3 clusters Score -9305367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9305367.000000 Penalty: 5523.862793
	Iteration 56F: 3 clusters Score -9305367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 37149 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 160912 members 
Mstep: Class 13 contains 61016 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 153250 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 196024 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141307 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
Score: -126426344.000000 Penalty: 75135.828125
Splitting cluster 5 changes total score from -126423616.000000 to -126426344.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -99778.320312 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -99778.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98046.906250 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -98046.91 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98771.203125 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -98771.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -99091.734375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -99091.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99297.976562 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -99297.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99497.867188 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -99497.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99691.804688 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -99691.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -99813.945312 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -99813.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99890.210938 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -99890.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -99900.312500 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -99900.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -99900.312500 Penalty: 3347.384766
	Iteration 9F: 3 clusters Score -99900.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 37149 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 160912 members 
Mstep: Class 13 contains 61016 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 153250 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 196024 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141307 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
Score: -126424616.000000 Penalty: 78551.085938
Splitting cluster 6 changes total score from -126423616.000000 to -126424616.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -235784.671875 Penalty: 1870.994385
	Iteration 0F: 2 clusters Score -235784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -233257.343750 Penalty: 3741.988770
	Iteration 0F: 3 clusters Score -233257.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -233723.968750 Penalty: 3741.988770
	Iteration 1F: 3 clusters Score -233724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -233931.937500 Penalty: 3741.988770
	Iteration 2F: 3 clusters Score -233931.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234090.437500 Penalty: 3741.988770
	Iteration 3F: 3 clusters Score -234090.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -234265.875000 Penalty: 3741.988770
	Iteration 4F: 3 clusters Score -234265.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -234447.578125 Penalty: 3741.988770
	Iteration 5Q: 3 clusters Score -234447.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -234731.703125 Penalty: 3741.988770
	Iteration 6F: 3 clusters Score -234731.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -234988.500000 Penalty: 3741.988770
	Iteration 7F: 3 clusters Score -234988.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -235126.390625 Penalty: 3741.988770
	Iteration 8Q: 3 clusters Score -235126.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -235201.843750 Penalty: 3741.988770
	Iteration 9Q: 3 clusters Score -235201.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -235253.812500 Penalty: 3741.988770
	Iteration 10Q: 3 clusters Score -235253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -235322.671875 Penalty: 3741.988770
	Iteration 11Q: 3 clusters Score -235322.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -235392.921875 Penalty: 3741.988770
	Iteration 12Q: 3 clusters Score -235392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -235409.140625 Penalty: 3741.988770
	Iteration 13Q: 3 clusters Score -235409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -235417.109375 Penalty: 3741.988770
	Iteration 14Q: 3 clusters Score -235417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -235421.546875 Penalty: 3741.988770
	Iteration 15Q: 3 clusters Score -235421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -235421.546875 Penalty: 3741.988770
	Iteration 16F: 3 clusters Score -235421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -1113976.000000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -1113976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1107101.375000 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -1107101 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1109219.750000 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -1109220 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1109779.500000 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -1109780 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1110399.625000 Penalty: 4496.281250
	Iteration 3F: 3 clusters Score -1110400 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1110991.750000 Penalty: 4496.281250
	Iteration 4F: 3 clusters Score -1110992 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1111511.125000 Penalty: 4496.281250
	Iteration 5F: 3 clusters Score -1111511 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1111921.000000 Penalty: 4496.281250
	Iteration 6F: 3 clusters Score -1111921 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1112227.000000 Penalty: 4496.281250
	Iteration 7Q: 3 clusters Score -1112227 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1112405.250000 Penalty: 4496.281250
	Iteration 8Q: 3 clusters Score -1112405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1112501.750000 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -1112502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1112569.750000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -1112570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1112618.000000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -1112618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1112650.625000 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -1112651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1112681.750000 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -1112682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1112707.625000 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -1112708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1112726.750000 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -1112727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1112738.500000 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -1112738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1112753.250000 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -1112753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1112770.500000 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -1112770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1112786.500000 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -1112786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1112801.625000 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -1112802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1112816.500000 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -1112816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1112825.375000 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -1112825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1112832.625000 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -1112833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1112839.500000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -1112840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1112844.875000 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -1112845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1112847.000000 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -1112847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1112848.750000 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -1112849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1112851.250000 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -1112851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1112853.250000 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -1112853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1112857.000000 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -1112857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1112858.750000 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -1112859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1112861.000000 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -1112861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1112861.000000 Penalty: 4496.281250
	Iteration 33F: 3 clusters Score -1112861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Entering Unmasked Estep 
Score: -1853813.000000 Penalty: 2372.815674
	Iteration 0F: 2 clusters Score -1853813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1843423.875000 Penalty: 4745.631348
	Iteration 0F: 3 clusters Score -1843424 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1847028.500000 Penalty: 4745.631348
	Iteration 1F: 3 clusters Score -1847028 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1847880.250000 Penalty: 4745.631348
	Iteration 2F: 3 clusters Score -1847880 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1848580.500000 Penalty: 4745.631348
	Iteration 3F: 3 clusters Score -1848580 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1849158.250000 Penalty: 4745.631348
	Iteration 4F: 3 clusters Score -1849158 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1849679.125000 Penalty: 4745.631348
	Iteration 5F: 3 clusters Score -1849679 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1850114.250000 Penalty: 4745.631348
	Iteration 6F: 3 clusters Score -1850114 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1850468.625000 Penalty: 4745.631348
	Iteration 7Q: 3 clusters Score -1850469 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1850785.875000 Penalty: 4745.631348
	Iteration 8Q: 3 clusters Score -1850786 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1851058.000000 Penalty: 4745.631348
	Iteration 9Q: 3 clusters Score -1851058 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1851318.000000 Penalty: 4745.631348
	Iteration 10Q: 3 clusters Score -1851318 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1851526.750000 Penalty: 4745.631348
	Iteration 11Q: 3 clusters Score -1851527 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1851713.750000 Penalty: 4745.631348
	Iteration 12Q: 3 clusters Score -1851714 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1851888.250000 Penalty: 4745.631348
	Iteration 13Q: 3 clusters Score -1851888 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1852084.125000 Penalty: 4745.631348
	Iteration 14Q: 3 clusters Score -1852084 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1852215.750000 Penalty: 4745.631348
	Iteration 15Q: 3 clusters Score -1852216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1852321.375000 Penalty: 4745.631348
	Iteration 16Q: 3 clusters Score -1852321 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1852423.375000 Penalty: 4745.631348
	Iteration 17Q: 3 clusters Score -1852423 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1852494.750000 Penalty: 4745.631348
	Iteration 18Q: 3 clusters Score -1852495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1852563.750000 Penalty: 4745.631348
	Iteration 19Q: 3 clusters Score -1852564 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1852618.750000 Penalty: 4745.631348
	Iteration 20F: 3 clusters Score -1852619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1852662.000000 Penalty: 4745.631348
	Iteration 21Q: 3 clusters Score -1852662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1852701.125000 Penalty: 4745.631348
	Iteration 22Q: 3 clusters Score -1852701 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1852733.375000 Penalty: 4745.631348
	Iteration 23Q: 3 clusters Score -1852733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1852757.500000 Penalty: 4745.631348
	Iteration 24Q: 3 clusters Score -1852758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1852773.000000 Penalty: 4745.631348
	Iteration 25Q: 3 clusters Score -1852773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1852782.375000 Penalty: 4745.631348
	Iteration 26Q: 3 clusters Score -1852782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1852784.875000 Penalty: 4745.631348
	Iteration 27Q: 3 clusters Score -1852785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1852791.625000 Penalty: 4745.631348
	Iteration 28Q: 3 clusters Score -1852792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1852789.625000 Penalty: 4745.631348
	Iteration 29Q: 3 clusters Score -1852790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1852794.625000 Penalty: 4745.631348
	Iteration 30Q: 3 clusters Score -1852795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1852802.625000 Penalty: 4745.631348
	Iteration 31Q: 3 clusters Score -1852803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1852804.625000 Penalty: 4745.631348
	Iteration 32Q: 3 clusters Score -1852805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1852806.000000 Penalty: 4745.631348
	Iteration 33Q: 3 clusters Score -1852806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1852806.125000 Penalty: 4745.631348
	Iteration 34Q: 3 clusters Score -1852806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1852809.750000 Penalty: 4745.631348
	Iteration 35Q: 3 clusters Score -1852810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1852811.125000 Penalty: 4745.631348
	Iteration 36Q: 3 clusters Score -1852811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1852811.500000 Penalty: 4745.631348
	Iteration 37Q: 3 clusters Score -1852812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1852813.500000 Penalty: 4745.631348
	Iteration 38Q: 3 clusters Score -1852814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1852816.875000 Penalty: 4745.631348
	Iteration 39Q: 3 clusters Score -1852817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1852816.875000 Penalty: 4745.631348
	Iteration 40F: 3 clusters Score -1852817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Entering Unmasked Estep 
Score: -10750710.000000 Penalty: 2804.159180
	Iteration 0F: 2 clusters Score -1.075071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -10696336.000000 Penalty: 5608.318359
	Iteration 0F: 3 clusters Score -1.069634e+07 nChanged 37984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -10717763.000000 Penalty: 5608.318359
	Iteration 1F: 3 clusters Score -1.071776e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -10718388.000000 Penalty: 5608.318359
	Iteration 2Q: 3 clusters Score -1.071839e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -10719121.000000 Penalty: 5608.318359
	Iteration 3Q: 3 clusters Score -1.071912e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -10719923.000000 Penalty: 5608.318359
	Iteration 4Q: 3 clusters Score -1.071992e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -10721233.000000 Penalty: 5608.318359
	Iteration 5Q: 3 clusters Score -1.072123e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -10723342.000000 Penalty: 5608.318359
	Iteration 6Q: 3 clusters Score -1.072334e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -10726899.000000 Penalty: 5608.318359
	Iteration 7F: 3 clusters Score -1.07269e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -10731940.000000 Penalty: 5608.318359
	Iteration 8F: 3 clusters Score -1.073194e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -10738085.000000 Penalty: 5608.318359
	Iteration 9F: 3 clusters Score -1.073808e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -10743051.000000 Penalty: 5608.318359
	Iteration 10F: 3 clusters Score -1.074305e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10745897.000000 Penalty: 5608.318359
	Iteration 11Q: 3 clusters Score -1.07459e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10747114.000000 Penalty: 5608.318359
	Iteration 12Q: 3 clusters Score -1.074711e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10747714.000000 Penalty: 5608.318359
	Iteration 13Q: 3 clusters Score -1.074771e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10747987.000000 Penalty: 5608.318359
	Iteration 14Q: 3 clusters Score -1.074799e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10748111.000000 Penalty: 5608.318359
	Iteration 15Q: 3 clusters Score -1.074811e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10748185.000000 Penalty: 5608.318359
	Iteration 16Q: 3 clusters Score -1.074818e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10748232.000000 Penalty: 5608.318359
	Iteration 17Q: 3 clusters Score -1.074823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10748251.000000 Penalty: 5608.318359
	Iteration 18Q: 3 clusters Score -1.074825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10748275.000000 Penalty: 5608.318359
	Iteration 19Q: 3 clusters Score -1.074828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10748288.000000 Penalty: 5608.318359
	Iteration 20F: 3 clusters Score -1.074829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10748307.000000 Penalty: 5608.318359
	Iteration 21Q: 3 clusters Score -1.074831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10748298.000000 Penalty: 5608.318359
	Iteration 22Q: 3 clusters Score -1.07483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10748305.000000 Penalty: 5608.318359
	Iteration 23Q: 3 clusters Score -1.07483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10748310.000000 Penalty: 5608.318359
	Iteration 24Q: 3 clusters Score -1.074831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10748328.000000 Penalty: 5608.318359
	Iteration 25Q: 3 clusters Score -1.074833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10748323.000000 Penalty: 5608.318359
	Iteration 26Q: 3 clusters Score -1.074832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10748320.000000 Penalty: 5608.318359
	Iteration 27Q: 3 clusters Score -1.074832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10748325.000000 Penalty: 5608.318359
	Iteration 28Q: 3 clusters Score -1.074832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10748328.000000 Penalty: 5608.318359
	Iteration 29Q: 3 clusters Score -1.074833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10748328.000000 Penalty: 5608.318359
	Iteration 30F: 3 clusters Score -1.074833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Entering Unmasked Estep 
Score: -21729770.000000 Penalty: 2973.176025
	Iteration 0F: 2 clusters Score -2.172977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -21623138.000000 Penalty: 5946.352051
	Iteration 0F: 3 clusters Score -2.162314e+07 nChanged 76834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -21667320.000000 Penalty: 5946.352051
	Iteration 1F: 3 clusters Score -2.166732e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -21668340.000000 Penalty: 5946.352051
	Iteration 2Q: 3 clusters Score -2.166834e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -21669590.000000 Penalty: 5946.352051
	Iteration 3Q: 3 clusters Score -2.166959e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -21671612.000000 Penalty: 5946.352051
	Iteration 4Q: 3 clusters Score -2.167161e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -21674692.000000 Penalty: 5946.352051
	Iteration 5Q: 3 clusters Score -2.167469e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -21679964.000000 Penalty: 5946.352051
	Iteration 6F: 3 clusters Score -2.167996e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -21688796.000000 Penalty: 5946.352051
	Iteration 7F: 3 clusters Score -2.16888e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129044 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -21700306.000000 Penalty: 5946.352051
	Iteration 8F: 3 clusters Score -2.170031e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -21711672.000000 Penalty: 5946.352051
	Iteration 9F: 3 clusters Score -2.171167e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -21719574.000000 Penalty: 5946.352051
	Iteration 10F: 3 clusters Score -2.171957e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -21723960.000000 Penalty: 5946.352051
	Iteration 11Q: 3 clusters Score -2.172396e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156186 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -21726144.000000 Penalty: 5946.352051
	Iteration 12Q: 3 clusters Score -2.172614e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157248 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21727018.000000 Penalty: 5946.352051
	Iteration 13Q: 3 clusters Score -2.172702e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -21727426.000000 Penalty: 5946.352051
	Iteration 14Q: 3 clusters Score -2.172743e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -21727576.000000 Penalty: 5946.352051
	Iteration 15Q: 3 clusters Score -2.172758e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -21727694.000000 Penalty: 5946.352051
	Iteration 16Q: 3 clusters Score -2.172769e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21727772.000000 Penalty: 5946.352051
	Iteration 17Q: 3 clusters Score -2.172777e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21727812.000000 Penalty: 5946.352051
	Iteration 18Q: 3 clusters Score -2.172781e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21727870.000000 Penalty: 5946.352051
	Iteration 19Q: 3 clusters Score -2.172787e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21727906.000000 Penalty: 5946.352051
	Iteration 20F: 3 clusters Score -2.172791e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21727966.000000 Penalty: 5946.352051
	Iteration 21Q: 3 clusters Score -2.172797e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -21727986.000000 Penalty: 5946.352051
	Iteration 22Q: 3 clusters Score -2.172799e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21727984.000000 Penalty: 5946.352051
	Iteration 23Q: 3 clusters Score -2.172798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21728004.000000 Penalty: 5946.352051
	Iteration 24Q: 3 clusters Score -2.1728e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21728008.000000 Penalty: 5946.352051
	Iteration 25Q: 3 clusters Score -2.172801e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158219 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21728028.000000 Penalty: 5946.352051
	Iteration 26Q: 3 clusters Score -2.172803e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21728054.000000 Penalty: 5946.352051
	Iteration 27Q: 3 clusters Score -2.172805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -21728080.000000 Penalty: 5946.352051
	Iteration 28Q: 3 clusters Score -2.172808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158190 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -21728086.000000 Penalty: 5946.352051
	Iteration 29Q: 3 clusters Score -2.172809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158168 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21728096.000000 Penalty: 5946.352051
	Iteration 30Q: 3 clusters Score -2.17281e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -21728088.000000 Penalty: 5946.352051
	Iteration 31Q: 3 clusters Score -2.172809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158140 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21728072.000000 Penalty: 5946.352051
	Iteration 32Q: 3 clusters Score -2.172807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21728078.000000 Penalty: 5946.352051
	Iteration 33Q: 3 clusters Score -2.172808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21728072.000000 Penalty: 5946.352051
	Iteration 34Q: 3 clusters Score -2.172807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158131 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21728076.000000 Penalty: 5946.352051
	Iteration 35Q: 3 clusters Score -2.172808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158123 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21728108.000000 Penalty: 5946.352051
	Iteration 36Q: 3 clusters Score -2.172811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21728098.000000 Penalty: 5946.352051
	Iteration 37Q: 3 clusters Score -2.17281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21728108.000000 Penalty: 5946.352051
	Iteration 38Q: 3 clusters Score -2.172811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21728080.000000 Penalty: 5946.352051
	Iteration 39Q: 3 clusters Score -2.172808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -21728088.000000 Penalty: 5946.352051
	Iteration 40F: 3 clusters Score -2.172809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -21728084.000000 Penalty: 5946.352051
	Iteration 41Q: 3 clusters Score -2.172808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158101 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21728078.000000 Penalty: 5946.352051
	Iteration 42Q: 3 clusters Score -2.172808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158098 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21728070.000000 Penalty: 5946.352051
	Iteration 43Q: 3 clusters Score -2.172807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21728072.000000 Penalty: 5946.352051
	Iteration 44Q: 3 clusters Score -2.172807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158098 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21728076.000000 Penalty: 5946.352051
	Iteration 45Q: 3 clusters Score -2.172808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158098 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21728086.000000 Penalty: 5946.352051
	Iteration 46Q: 3 clusters Score -2.172809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21728090.000000 Penalty: 5946.352051
	Iteration 47Q: 3 clusters Score -2.172809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21728080.000000 Penalty: 5946.352051
	Iteration 48Q: 3 clusters Score -2.172808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21728092.000000 Penalty: 5946.352051
	Iteration 49Q: 3 clusters Score -2.172809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21728090.000000 Penalty: 5946.352051
	Iteration 50Q: 3 clusters Score -2.172809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21728096.000000 Penalty: 5946.352051
	Iteration 51Q: 3 clusters Score -2.17281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21728096.000000 Penalty: 5946.352051
	Iteration 52F: 3 clusters Score -2.17281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Entering Unmasked Estep 
Score: -8297518.000000 Penalty: 2732.685059
	Iteration 0F: 2 clusters Score -8297518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -8256545.500000 Penalty: 5465.370117
	Iteration 0F: 3 clusters Score -8256546 nChanged 28320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -8272752.000000 Penalty: 5465.370117
	Iteration 1F: 3 clusters Score -8272752 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -8273939.000000 Penalty: 5465.370117
	Iteration 2Q: 3 clusters Score -8273939 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8275732.500000 Penalty: 5465.370117
	Iteration 3F: 3 clusters Score -8275732 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -8278565.000000 Penalty: 5465.370117
	Iteration 4F: 3 clusters Score -8278565 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -8282646.500000 Penalty: 5465.370117
	Iteration 5F: 3 clusters Score -8282646 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -8287232.000000 Penalty: 5465.370117
	Iteration 6F: 3 clusters Score -8287232 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -8291199.000000 Penalty: 5465.370117
	Iteration 7F: 3 clusters Score -8291199 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -8293386.500000 Penalty: 5465.370117
	Iteration 8Q: 3 clusters Score -8293386 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -8294306.500000 Penalty: 5465.370117
	Iteration 9Q: 3 clusters Score -8294306 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -8294739.500000 Penalty: 5465.370117
	Iteration 10Q: 3 clusters Score -8294740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -8294953.500000 Penalty: 5465.370117
	Iteration 11Q: 3 clusters Score -8294954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -8295071.500000 Penalty: 5465.370117
	Iteration 12Q: 3 clusters Score -8295072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -8295148.500000 Penalty: 5465.370117
	Iteration 13Q: 3 clusters Score -8295148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -8295183.000000 Penalty: 5465.370117
	Iteration 14Q: 3 clusters Score -8295183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -8295215.500000 Penalty: 5465.370117
	Iteration 15Q: 3 clusters Score -8295216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -8295236.000000 Penalty: 5465.370117
	Iteration 16Q: 3 clusters Score -8295236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -8295244.000000 Penalty: 5465.370117
	Iteration 17Q: 3 clusters Score -8295244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -8295257.500000 Penalty: 5465.370117
	Iteration 18Q: 3 clusters Score -8295258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -8295265.000000 Penalty: 5465.370117
	Iteration 19Q: 3 clusters Score -8295265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -8295268.500000 Penalty: 5465.370117
	Iteration 20F: 3 clusters Score -8295268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -8295282.000000 Penalty: 5465.370117
	Iteration 21Q: 3 clusters Score -8295282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -8295280.500000 Penalty: 5465.370117
	Iteration 22Q: 3 clusters Score -8295280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -8295286.500000 Penalty: 5465.370117
	Iteration 23Q: 3 clusters Score -8295286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -8295289.000000 Penalty: 5465.370117
	Iteration 24Q: 3 clusters Score -8295289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -8295301.500000 Penalty: 5465.370117
	Iteration 25Q: 3 clusters Score -8295302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -8295308.500000 Penalty: 5465.370117
	Iteration 26Q: 3 clusters Score -8295308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -8295307.500000 Penalty: 5465.370117
	Iteration 27Q: 3 clusters Score -8295308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -8295309.500000 Penalty: 5465.370117
	Iteration 28Q: 3 clusters Score -8295310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -8295314.500000 Penalty: 5465.370117
	Iteration 29Q: 3 clusters Score -8295314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -8295316.500000 Penalty: 5465.370117
	Iteration 30Q: 3 clusters Score -8295316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -8295310.000000 Penalty: 5465.370117
	Iteration 31Q: 3 clusters Score -8295310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -8295311.500000 Penalty: 5465.370117
	Iteration 32Q: 3 clusters Score -8295312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -8295314.000000 Penalty: 5465.370117
	Iteration 33Q: 3 clusters Score -8295314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -8295314.000000 Penalty: 5465.370117
	Iteration 34F: 3 clusters Score -8295314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -73364.109375 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -73364.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71793.023438 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -71793.02 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72278.476562 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -72278.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72626.312500 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -72626.31 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72983.867188 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -72983.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73298.906250 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -73298.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -73568.320312 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -73568.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -73801.976562 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -73801.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73883.257812 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -73883.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -73925.054688 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -73925.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73953.789062 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -73953.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73962.796875 Penalty: 3206.435791
	Iteration 10F: 3 clusters Score -73962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73983.890625 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -73983.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74143.273438 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -74143.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74524.359375 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -74524.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74529.765625 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -74529.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74533.250000 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -74533.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74533.250000 Penalty: 3206.435791
	Iteration 16F: 3 clusters Score -74533.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 37149 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 160912 members 
Mstep: Class 13 contains 61016 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 153250 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 196024 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141307 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
Score: -126424008.000000 Penalty: 81966.351562
Splitting cluster 14 changes total score from -126423616.000000 to -126424008.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (10698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Entering Unmasked Estep 
Score: -1381818.500000 Penalty: 2300.897461
	Iteration 0F: 2 clusters Score -1381818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1373717.750000 Penalty: 4601.794922
	Iteration 0F: 3 clusters Score -1373718 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1376121.000000 Penalty: 4601.794922
	Iteration 1F: 3 clusters Score -1376121 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1376457.875000 Penalty: 4601.794922
	Iteration 2F: 3 clusters Score -1376458 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1376754.500000 Penalty: 4601.794922
	Iteration 3F: 3 clusters Score -1376754 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1377048.875000 Penalty: 4601.794922
	Iteration 4Q: 3 clusters Score -1377049 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1377355.125000 Penalty: 4601.794922
	Iteration 5F: 3 clusters Score -1377355 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1377699.500000 Penalty: 4601.794922
	Iteration 6F: 3 clusters Score -1377700 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1378066.500000 Penalty: 4601.794922
	Iteration 7F: 3 clusters Score -1378066 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1378458.875000 Penalty: 4601.794922
	Iteration 8Q: 3 clusters Score -1378459 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1378842.375000 Penalty: 4601.794922
	Iteration 9Q: 3 clusters Score -1378842 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1379181.375000 Penalty: 4601.794922
	Iteration 10Q: 3 clusters Score -1379181 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1379440.875000 Penalty: 4601.794922
	Iteration 11Q: 3 clusters Score -1379441 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1379623.125000 Penalty: 4601.794922
	Iteration 12Q: 3 clusters Score -1379623 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1379748.250000 Penalty: 4601.794922
	Iteration 13Q: 3 clusters Score -1379748 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1379858.375000 Penalty: 4601.794922
	Iteration 14Q: 3 clusters Score -1379858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1379937.875000 Penalty: 4601.794922
	Iteration 15Q: 3 clusters Score -1379938 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1379990.875000 Penalty: 4601.794922
	Iteration 16Q: 3 clusters Score -1379991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1380035.125000 Penalty: 4601.794922
	Iteration 17Q: 3 clusters Score -1380035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1380077.125000 Penalty: 4601.794922
	Iteration 18Q: 3 clusters Score -1380077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1380110.125000 Penalty: 4601.794922
	Iteration 19Q: 3 clusters Score -1380110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1380133.500000 Penalty: 4601.794922
	Iteration 20F: 3 clusters Score -1380134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1380147.000000 Penalty: 4601.794922
	Iteration 21Q: 3 clusters Score -1380147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1380156.250000 Penalty: 4601.794922
	Iteration 22Q: 3 clusters Score -1380156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1380170.875000 Penalty: 4601.794922
	Iteration 23Q: 3 clusters Score -1380171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1380181.500000 Penalty: 4601.794922
	Iteration 24Q: 3 clusters Score -1380182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1380189.750000 Penalty: 4601.794922
	Iteration 25Q: 3 clusters Score -1380190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1380198.625000 Penalty: 4601.794922
	Iteration 26Q: 3 clusters Score -1380199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1380209.875000 Penalty: 4601.794922
	Iteration 27Q: 3 clusters Score -1380210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1380216.125000 Penalty: 4601.794922
	Iteration 28Q: 3 clusters Score -1380216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1380228.500000 Penalty: 4601.794922
	Iteration 29Q: 3 clusters Score -1380228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1380239.125000 Penalty: 4601.794922
	Iteration 30Q: 3 clusters Score -1380239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1380254.875000 Penalty: 4601.794922
	Iteration 31Q: 3 clusters Score -1380255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1380271.250000 Penalty: 4601.794922
	Iteration 32Q: 3 clusters Score -1380271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1380286.375000 Penalty: 4601.794922
	Iteration 33Q: 3 clusters Score -1380286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1380315.500000 Penalty: 4601.794922
	Iteration 34Q: 3 clusters Score -1380316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1380358.125000 Penalty: 4601.794922
	Iteration 35Q: 3 clusters Score -1380358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1380394.875000 Penalty: 4601.794922
	Iteration 36Q: 3 clusters Score -1380395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1380439.875000 Penalty: 4601.794922
	Iteration 37Q: 3 clusters Score -1380440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1380482.375000 Penalty: 4601.794922
	Iteration 38Q: 3 clusters Score -1380482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1380530.750000 Penalty: 4601.794922
	Iteration 39Q: 3 clusters Score -1380531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1380561.000000 Penalty: 4601.794922
	Iteration 40F: 3 clusters Score -1380561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1380591.375000 Penalty: 4601.794922
	Iteration 41Q: 3 clusters Score -1380591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1380618.875000 Penalty: 4601.794922
	Iteration 42Q: 3 clusters Score -1380619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1380637.500000 Penalty: 4601.794922
	Iteration 43Q: 3 clusters Score -1380638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1380666.375000 Penalty: 4601.794922
	Iteration 44Q: 3 clusters Score -1380666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1380707.000000 Penalty: 4601.794922
	Iteration 45Q: 3 clusters Score -1380707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1380734.125000 Penalty: 4601.794922
	Iteration 46Q: 3 clusters Score -1380734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1380743.625000 Penalty: 4601.794922
	Iteration 47Q: 3 clusters Score -1380744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1380753.000000 Penalty: 4601.794922
	Iteration 48Q: 3 clusters Score -1380753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1380762.375000 Penalty: 4601.794922
	Iteration 49Q: 3 clusters Score -1380762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1380770.625000 Penalty: 4601.794922
	Iteration 50Q: 3 clusters Score -1380771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1380769.375000 Penalty: 4601.794922
	Iteration 51Q: 3 clusters Score -1380769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1380772.375000 Penalty: 4601.794922
	Iteration 52Q: 3 clusters Score -1380772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1380772.125000 Penalty: 4601.794922
	Iteration 53Q: 3 clusters Score -1380772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1380775.250000 Penalty: 4601.794922
	Iteration 54Q: 3 clusters Score -1380775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1380776.250000 Penalty: 4601.794922
	Iteration 55Q: 3 clusters Score -1380776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1380777.500000 Penalty: 4601.794922
	Iteration 56Q: 3 clusters Score -1380778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1380777.500000 Penalty: 4601.794922
	Iteration 57F: 3 clusters Score -1380778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -68279.671875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -68279.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66897.078125 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -66897.08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69150.453125 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -69150.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71389.640625 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -71389.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -71890.507812 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -71890.51 nChanged 6
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: -71929.054688 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -71929.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71935.882812 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -71935.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71935.882812 Penalty: 3266.741211
	Iteration 6F: 3 clusters Score -71935.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 37149 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 160912 members 
Mstep: Class 13 contains 61016 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 153250 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 196024 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141307 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 464 members 
Entering Unmasked Estep 
Score: -126425912.000000 Penalty: 85381.617188
Splitting cluster 17 changes total score from -126423616.000000 to -126425912.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (153250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153250 members 
Entering Unmasked Estep 
Score: -20745880.000000 Penalty: 2961.076904
	Iteration 0F: 2 clusters Score -2.074588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -20645766.000000 Penalty: 5922.153809
	Iteration 0F: 3 clusters Score -2.064577e+07 nChanged 73223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -20687996.000000 Penalty: 5922.153809
	Iteration 1F: 3 clusters Score -2.0688e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -20688996.000000 Penalty: 5922.153809
	Iteration 2Q: 3 clusters Score -2.0689e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -20690082.000000 Penalty: 5922.153809
	Iteration 3Q: 3 clusters Score -2.069008e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -20691192.000000 Penalty: 5922.153809
	Iteration 4Q: 3 clusters Score -2.069119e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -20692474.000000 Penalty: 5922.153809
	Iteration 5Q: 3 clusters Score -2.069247e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -20693878.000000 Penalty: 5922.153809
	Iteration 6Q: 3 clusters Score -2.069388e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -20695598.000000 Penalty: 5922.153809
	Iteration 7Q: 3 clusters Score -2.06956e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -20697512.000000 Penalty: 5922.153809
	Iteration 8Q: 3 clusters Score -2.069751e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -20700408.000000 Penalty: 5922.153809
	Iteration 9Q: 3 clusters Score -2.070041e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -20704926.000000 Penalty: 5922.153809
	Iteration 10Q: 3 clusters Score -2.070493e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -20710568.000000 Penalty: 5922.153809
	Iteration 11F: 3 clusters Score -2.071057e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115747 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -20717306.000000 Penalty: 5922.153809
	Iteration 12F: 3 clusters Score -2.071731e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124683 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -20723922.000000 Penalty: 5922.153809
	Iteration 13F: 3 clusters Score -2.072392e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -20729568.000000 Penalty: 5922.153809
	Iteration 14F: 3 clusters Score -2.072957e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -20734020.000000 Penalty: 5922.153809
	Iteration 15Q: 3 clusters Score -2.073402e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -20737224.000000 Penalty: 5922.153809
	Iteration 16Q: 3 clusters Score -2.073722e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -20739474.000000 Penalty: 5922.153809
	Iteration 17Q: 3 clusters Score -2.073947e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -20740958.000000 Penalty: 5922.153809
	Iteration 18Q: 3 clusters Score -2.074096e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -20741916.000000 Penalty: 5922.153809
	Iteration 19Q: 3 clusters Score -2.074192e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20742436.000000 Penalty: 5922.153809
	Iteration 20F: 3 clusters Score -2.074244e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20742808.000000 Penalty: 5922.153809
	Iteration 21Q: 3 clusters Score -2.074281e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151716 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20742992.000000 Penalty: 5922.153809
	Iteration 22Q: 3 clusters Score -2.074299e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151874 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20743084.000000 Penalty: 5922.153809
	Iteration 23Q: 3 clusters Score -2.074308e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20743182.000000 Penalty: 5922.153809
	Iteration 24Q: 3 clusters Score -2.074318e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20743262.000000 Penalty: 5922.153809
	Iteration 25Q: 3 clusters Score -2.074326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152122 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20743306.000000 Penalty: 5922.153809
	Iteration 26Q: 3 clusters Score -2.074331e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152165 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20743306.000000 Penalty: 5922.153809
	Iteration 27Q: 3 clusters Score -2.074331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20743370.000000 Penalty: 5922.153809
	Iteration 28Q: 3 clusters Score -2.074337e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152227 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20743378.000000 Penalty: 5922.153809
	Iteration 29Q: 3 clusters Score -2.074338e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20743384.000000 Penalty: 5922.153809
	Iteration 30Q: 3 clusters Score -2.074338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20743418.000000 Penalty: 5922.153809
	Iteration 31Q: 3 clusters Score -2.074342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152299 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20743406.000000 Penalty: 5922.153809
	Iteration 32Q: 3 clusters Score -2.074341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20743420.000000 Penalty: 5922.153809
	Iteration 33Q: 3 clusters Score -2.074342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -20743448.000000 Penalty: 5922.153809
	Iteration 34Q: 3 clusters Score -2.074345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20743450.000000 Penalty: 5922.153809
	Iteration 35Q: 3 clusters Score -2.074345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20743450.000000 Penalty: 5922.153809
	Iteration 36Q: 3 clusters Score -2.074345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20743468.000000 Penalty: 5922.153809
	Iteration 37Q: 3 clusters Score -2.074347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20743464.000000 Penalty: 5922.153809
	Iteration 38Q: 3 clusters Score -2.074346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -20743476.000000 Penalty: 5922.153809
	Iteration 39Q: 3 clusters Score -2.074348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -20743474.000000 Penalty: 5922.153809
	Iteration 40F: 3 clusters Score -2.074347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -20743476.000000 Penalty: 5922.153809
	Iteration 41Q: 3 clusters Score -2.074348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20743480.000000 Penalty: 5922.153809
	Iteration 42Q: 3 clusters Score -2.074348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -20743474.000000 Penalty: 5922.153809
	Iteration 43Q: 3 clusters Score -2.074347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20743480.000000 Penalty: 5922.153809
	Iteration 44Q: 3 clusters Score -2.074348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20743478.000000 Penalty: 5922.153809
	Iteration 45Q: 3 clusters Score -2.074348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20743478.000000 Penalty: 5922.153809
	Iteration 46F: 3 clusters Score -2.074348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -54018.835938 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -54018.84 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 223 members 
Entering Unmasked Estep 
Score: -52568.437500 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -52568.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52715.507812 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -52715.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52755.750000 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -52755.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52774.789062 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -52774.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52789.839844 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -52789.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52799.160156 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -52799.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52806.394531 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -52806.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52806.394531 Penalty: 3000.667969
	Iteration 7F: 3 clusters Score -52806.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196024 members 
Entering Unmasked Estep 
Score: -26627890.000000 Penalty: 3022.125977
	Iteration 0F: 2 clusters Score -2.662789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -26501680.000000 Penalty: 6044.251953
	Iteration 0F: 3 clusters Score -2.650168e+07 nChanged 94432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -26557610.000000 Penalty: 6044.251953
	Iteration 1F: 3 clusters Score -2.655761e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -26559214.000000 Penalty: 6044.251953
	Iteration 2Q: 3 clusters Score -2.655921e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -26561486.000000 Penalty: 6044.251953
	Iteration 3Q: 3 clusters Score -2.656149e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -26564344.000000 Penalty: 6044.251953
	Iteration 4Q: 3 clusters Score -2.656434e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -26568116.000000 Penalty: 6044.251953
	Iteration 5Q: 3 clusters Score -2.656812e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -26574900.000000 Penalty: 6044.251953
	Iteration 6F: 3 clusters Score -2.65749e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -26584264.000000 Penalty: 6044.251953
	Iteration 7F: 3 clusters Score -2.658426e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -26594452.000000 Penalty: 6044.251953
	Iteration 8F: 3 clusters Score -2.659445e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -26602800.000000 Penalty: 6044.251953
	Iteration 9F: 3 clusters Score -2.66028e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -26607066.000000 Penalty: 6044.251953
	Iteration 10Q: 3 clusters Score -2.660707e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -26609356.000000 Penalty: 6044.251953
	Iteration 11Q: 3 clusters Score -2.660936e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 125368 members 
Entering Unmasked Estep 
Score: -26611272.000000 Penalty: 6044.251953
	Iteration 12Q: 3 clusters Score -2.661127e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 126066 members 
Entering Unmasked Estep 
Score: -26613174.000000 Penalty: 6044.251953
	Iteration 13Q: 3 clusters Score -2.661317e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 126748 members 
Entering Unmasked Estep 
Score: -26614528.000000 Penalty: 6044.251953
	Iteration 14Q: 3 clusters Score -2.661453e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -26615730.000000 Penalty: 6044.251953
	Iteration 15Q: 3 clusters Score -2.661573e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -26616650.000000 Penalty: 6044.251953
	Iteration 16Q: 3 clusters Score -2.661665e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -26617354.000000 Penalty: 6044.251953
	Iteration 17Q: 3 clusters Score -2.661735e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 128576 members 
Entering Unmasked Estep 
Score: -26617940.000000 Penalty: 6044.251953
	Iteration 18Q: 3 clusters Score -2.661794e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 129059 members 
Entering Unmasked Estep 
Score: -26618430.000000 Penalty: 6044.251953
	Iteration 19Q: 3 clusters Score -2.661843e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 129587 members 
Entering Unmasked Estep 
Score: -26618792.000000 Penalty: 6044.251953
	Iteration 20F: 3 clusters Score -2.661879e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -26619002.000000 Penalty: 6044.251953
	Iteration 21Q: 3 clusters Score -2.6619e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -26619156.000000 Penalty: 6044.251953
	Iteration 22Q: 3 clusters Score -2.661916e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 131395 members 
Entering Unmasked Estep 
Score: -26619242.000000 Penalty: 6044.251953
	Iteration 23Q: 3 clusters Score -2.661924e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 132053 members 
Entering Unmasked Estep 
Score: -26619330.000000 Penalty: 6044.251953
	Iteration 24Q: 3 clusters Score -2.661933e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -26619410.000000 Penalty: 6044.251953
	Iteration 25Q: 3 clusters Score -2.661941e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 133434 members 
Entering Unmasked Estep 
Score: -26619542.000000 Penalty: 6044.251953
	Iteration 26Q: 3 clusters Score -2.661954e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 134120 members 
Entering Unmasked Estep 
Score: -26619734.000000 Penalty: 6044.251953
	Iteration 27Q: 3 clusters Score -2.661973e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 134799 members 
Entering Unmasked Estep 
Score: -26619774.000000 Penalty: 6044.251953
	Iteration 28Q: 3 clusters Score -2.661977e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -26619778.000000 Penalty: 6044.251953
	Iteration 29Q: 3 clusters Score -2.661978e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 136096 members 
Entering Unmasked Estep 
Score: -26619798.000000 Penalty: 6044.251953
	Iteration 30Q: 3 clusters Score -2.66198e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -26619846.000000 Penalty: 6044.251953
	Iteration 31Q: 3 clusters Score -2.661985e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -26619850.000000 Penalty: 6044.251953
	Iteration 32Q: 3 clusters Score -2.661985e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -26619908.000000 Penalty: 6044.251953
	Iteration 33Q: 3 clusters Score -2.661991e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 139341 members 
Entering Unmasked Estep 
Score: -26619948.000000 Penalty: 6044.251953
	Iteration 34Q: 3 clusters Score -2.661995e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -26620068.000000 Penalty: 6044.251953
	Iteration 35Q: 3 clusters Score -2.662007e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 141120 members 
Entering Unmasked Estep 
Score: -26620062.000000 Penalty: 6044.251953
	Iteration 36Q: 3 clusters Score -2.662006e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -26620282.000000 Penalty: 6044.251953
	Iteration 37Q: 3 clusters Score -2.662028e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -26620452.000000 Penalty: 6044.251953
	Iteration 38Q: 3 clusters Score -2.662045e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -26620530.000000 Penalty: 6044.251953
	Iteration 39Q: 3 clusters Score -2.662053e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -26620576.000000 Penalty: 6044.251953
	Iteration 40F: 3 clusters Score -2.662058e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -26620732.000000 Penalty: 6044.251953
	Iteration 41Q: 3 clusters Score -2.662073e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -26620774.000000 Penalty: 6044.251953
	Iteration 42Q: 3 clusters Score -2.662077e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -26620898.000000 Penalty: 6044.251953
	Iteration 43Q: 3 clusters Score -2.66209e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 149535 members 
Entering Unmasked Estep 
Score: -26621016.000000 Penalty: 6044.251953
	Iteration 44Q: 3 clusters Score -2.662102e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 150563 members 
Entering Unmasked Estep 
Score: -26621176.000000 Penalty: 6044.251953
	Iteration 45Q: 3 clusters Score -2.662118e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -26621240.000000 Penalty: 6044.251953
	Iteration 46Q: 3 clusters Score -2.662124e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -26621380.000000 Penalty: 6044.251953
	Iteration 47Q: 3 clusters Score -2.662138e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -26621480.000000 Penalty: 6044.251953
	Iteration 48Q: 3 clusters Score -2.662148e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -26621602.000000 Penalty: 6044.251953
	Iteration 49Q: 3 clusters Score -2.66216e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 156183 members 
Entering Unmasked Estep 
Score: -26621726.000000 Penalty: 6044.251953
	Iteration 50Q: 3 clusters Score -2.662173e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 157381 members 
Entering Unmasked Estep 
Score: -26621870.000000 Penalty: 6044.251953
	Iteration 51Q: 3 clusters Score -2.662187e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -26621980.000000 Penalty: 6044.251953
	Iteration 52Q: 3 clusters Score -2.662198e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -26622168.000000 Penalty: 6044.251953
	Iteration 53Q: 3 clusters Score -2.662217e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -26622296.000000 Penalty: 6044.251953
	Iteration 54Q: 3 clusters Score -2.66223e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -26622384.000000 Penalty: 6044.251953
	Iteration 55Q: 3 clusters Score -2.662238e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -26622386.000000 Penalty: 6044.251953
	Iteration 56Q: 3 clusters Score -2.662239e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 163817 members 
Entering Unmasked Estep 
Score: -26622592.000000 Penalty: 6044.251953
	Iteration 57Q: 3 clusters Score -2.662259e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -26622634.000000 Penalty: 6044.251953
	Iteration 58Q: 3 clusters Score -2.662263e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 165885 members 
Entering Unmasked Estep 
Score: -26622762.000000 Penalty: 6044.251953
	Iteration 59Q: 3 clusters Score -2.662276e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 166852 members 
Entering Unmasked Estep 
Score: -26622796.000000 Penalty: 6044.251953
	Iteration 60F: 3 clusters Score -2.66228e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 167750 members 
Entering Unmasked Estep 
Score: -26622860.000000 Penalty: 6044.251953
	Iteration 61Q: 3 clusters Score -2.662286e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 168679 members 
Entering Unmasked Estep 
Score: -26622822.000000 Penalty: 6044.251953
	Iteration 62Q: 3 clusters Score -2.662282e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 169647 members 
Entering Unmasked Estep 
Score: -26622978.000000 Penalty: 6044.251953
	Iteration 63Q: 3 clusters Score -2.662298e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -26623070.000000 Penalty: 6044.251953
	Iteration 64Q: 3 clusters Score -2.662307e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -26623352.000000 Penalty: 6044.251953
	Iteration 65Q: 3 clusters Score -2.662335e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 172586 members 
Entering Unmasked Estep 
Score: -26623494.000000 Penalty: 6044.251953
	Iteration 66Q: 3 clusters Score -2.662349e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -26623602.000000 Penalty: 6044.251953
	Iteration 67Q: 3 clusters Score -2.66236e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 174555 members 
Entering Unmasked Estep 
Score: -26623746.000000 Penalty: 6044.251953
	Iteration 68Q: 3 clusters Score -2.662375e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -26623896.000000 Penalty: 6044.251953
	Iteration 69Q: 3 clusters Score -2.66239e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -26624020.000000 Penalty: 6044.251953
	Iteration 70Q: 3 clusters Score -2.662402e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -26624248.000000 Penalty: 6044.251953
	Iteration 71Q: 3 clusters Score -2.662425e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -26624194.000000 Penalty: 6044.251953
	Iteration 72Q: 3 clusters Score -2.662419e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -26624198.000000 Penalty: 6044.251953
	Iteration 73Q: 3 clusters Score -2.66242e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 180047 members 
Entering Unmasked Estep 
Score: -26624310.000000 Penalty: 6044.251953
	Iteration 74Q: 3 clusters Score -2.662431e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 180848 members 
Entering Unmasked Estep 
Score: -26624370.000000 Penalty: 6044.251953
	Iteration 75Q: 3 clusters Score -2.662437e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 181606 members 
Entering Unmasked Estep 
Score: -26624390.000000 Penalty: 6044.251953
	Iteration 76Q: 3 clusters Score -2.662439e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 182339 members 
Entering Unmasked Estep 
Score: -26624422.000000 Penalty: 6044.251953
	Iteration 77Q: 3 clusters Score -2.662442e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 183033 members 
Entering Unmasked Estep 
Score: -26624592.000000 Penalty: 6044.251953
	Iteration 78Q: 3 clusters Score -2.662459e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 183712 members 
Entering Unmasked Estep 
Score: -26624582.000000 Penalty: 6044.251953
	Iteration 79Q: 3 clusters Score -2.662458e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 184377 members 
Entering Unmasked Estep 
Score: -26624648.000000 Penalty: 6044.251953
	Iteration 80F: 3 clusters Score -2.662465e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 185022 members 
Entering Unmasked Estep 
Score: -26624686.000000 Penalty: 6044.251953
	Iteration 81Q: 3 clusters Score -2.662469e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 185691 members 
Entering Unmasked Estep 
Score: -26624624.000000 Penalty: 6044.251953
	Iteration 82Q: 3 clusters Score -2.662462e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 186342 members 
Entering Unmasked Estep 
Score: -26624724.000000 Penalty: 6044.251953
	Iteration 83Q: 3 clusters Score -2.662472e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 186984 members 
Entering Unmasked Estep 
Score: -26624768.000000 Penalty: 6044.251953
	Iteration 84Q: 3 clusters Score -2.662477e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 187656 members 
Entering Unmasked Estep 
Score: -26624968.000000 Penalty: 6044.251953
	Iteration 85Q: 3 clusters Score -2.662497e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 188299 members 
Entering Unmasked Estep 
Score: -26624996.000000 Penalty: 6044.251953
	Iteration 86Q: 3 clusters Score -2.6625e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 188975 members 
Entering Unmasked Estep 
Score: -26625096.000000 Penalty: 6044.251953
	Iteration 87Q: 3 clusters Score -2.66251e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 189604 members 
Entering Unmasked Estep 
Score: -26625174.000000 Penalty: 6044.251953
	Iteration 88Q: 3 clusters Score -2.662517e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 190170 members 
Entering Unmasked Estep 
Score: -26625234.000000 Penalty: 6044.251953
	Iteration 89Q: 3 clusters Score -2.662523e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -26625268.000000 Penalty: 6044.251953
	Iteration 90Q: 3 clusters Score -2.662527e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 191117 members 
Entering Unmasked Estep 
Score: -26625306.000000 Penalty: 6044.251953
	Iteration 91Q: 3 clusters Score -2.662531e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 191517 members 
Entering Unmasked Estep 
Score: -26625354.000000 Penalty: 6044.251953
	Iteration 92Q: 3 clusters Score -2.662535e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 191860 members 
Entering Unmasked Estep 
Score: -26625354.000000 Penalty: 6044.251953
	Iteration 93Q: 3 clusters Score -2.662535e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 192166 members 
Entering Unmasked Estep 
Score: -26625330.000000 Penalty: 6044.251953
	Iteration 94Q: 3 clusters Score -2.662533e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 192435 members 
Entering Unmasked Estep 
Score: -26625264.000000 Penalty: 6044.251953
	Iteration 95Q: 3 clusters Score -2.662526e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 192681 members 
Entering Unmasked Estep 
Score: -26625332.000000 Penalty: 6044.251953
	Iteration 96Q: 3 clusters Score -2.662533e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 192909 members 
Entering Unmasked Estep 
Score: -26625314.000000 Penalty: 6044.251953
	Iteration 97Q: 3 clusters Score -2.662531e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 193092 members 
Entering Unmasked Estep 
Score: -26625328.000000 Penalty: 6044.251953
	Iteration 98Q: 3 clusters Score -2.662533e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 193262 members 
Entering Unmasked Estep 
Score: -26625346.000000 Penalty: 6044.251953
	Iteration 99Q: 3 clusters Score -2.662535e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 193412 members 
Entering Unmasked Estep 
Score: -26625410.000000 Penalty: 6044.251953
	Iteration 100F: 3 clusters Score -2.662541e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -26625442.000000 Penalty: 6044.251953
	Iteration 101Q: 3 clusters Score -2.662544e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 193687 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.662543e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 193814 members 
Entering Unmasked Estep 
Score: -26625456.000000 Penalty: 6044.251953
	Iteration 103Q: 3 clusters Score -2.662546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 193925 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.662547e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 194007 members 
Entering Unmasked Estep 
Score: -26625450.000000 Penalty: 6044.251953
	Iteration 105Q: 3 clusters Score -2.662545e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 194077 members 
Entering Unmasked Estep 
Score: -26625480.000000 Penalty: 6044.251953
	Iteration 106Q: 3 clusters Score -2.662548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 194130 members 
Entering Unmasked Estep 
Score: -26625506.000000 Penalty: 6044.251953
	Iteration 107Q: 3 clusters Score -2.662551e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 194176 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.662555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 194210 members 
Entering Unmasked Estep 
Score: -26625564.000000 Penalty: 6044.251953
	Iteration 109Q: 3 clusters Score -2.662556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 194243 members 
Entering Unmasked Estep 
Score: -26625552.000000 Penalty: 6044.251953
	Iteration 110Q: 3 clusters Score -2.662555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 194272 members 
Entering Unmasked Estep 
Score: -26625540.000000 Penalty: 6044.251953
	Iteration 111Q: 3 clusters Score -2.662554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 194309 members 
Entering Unmasked Estep 
Score: -26625516.000000 Penalty: 6044.251953
	Iteration 112Q: 3 clusters Score -2.662552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -26625542.000000 Penalty: 6044.251953
	Iteration 113Q: 3 clusters Score -2.662554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 194357 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.662554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 194380 members 
Entering Unmasked Estep 
Score: -26625514.000000 Penalty: 6044.251953
	Iteration 115Q: 3 clusters Score -2.662551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 194394 members 
Entering Unmasked Estep 
Score: -26625530.000000 Penalty: 6044.251953
	Iteration 116Q: 3 clusters Score -2.662553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 194412 members 
Entering Unmasked Estep 
Score: -26625536.000000 Penalty: 6044.251953
	Iteration 117Q: 3 clusters Score -2.662554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 194428 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.662552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 194449 members 
Entering Unmasked Estep 
Score: -26625532.000000 Penalty: 6044.251953
	Iteration 119Q: 3 clusters Score -2.662553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 194462 members 
Entering Unmasked Estep 
Score: -26625556.000000 Penalty: 6044.251953
	Iteration 120F: 3 clusters Score -2.662556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -26625558.000000 Penalty: 6044.251953
	Iteration 121Q: 3 clusters Score -2.662556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 194495 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.662555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 194511 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.662556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -26625582.000000 Penalty: 6044.251953
	Iteration 124Q: 3 clusters Score -2.662558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 194546 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.662558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 194562 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.662558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 194580 members 
Entering Unmasked Estep 
Score: -26625554.000000 Penalty: 6044.251953
	Iteration 127Q: 3 clusters Score -2.662555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 194595 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.662556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 194608 members 
Entering Unmasked Estep 
Score: -26625590.000000 Penalty: 6044.251953
	Iteration 129Q: 3 clusters Score -2.662559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 194618 members 
Entering Unmasked Estep 
Score: -26625574.000000 Penalty: 6044.251953
	Iteration 130Q: 3 clusters Score -2.662557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 194630 members 
Entering Unmasked Estep 
Score: -26625568.000000 Penalty: 6044.251953
	Iteration 131Q: 3 clusters Score -2.662557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 194643 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.662558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 194656 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.662557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 194669 members 
Entering Unmasked Estep 
Score: -26625576.000000 Penalty: 6044.251953
	Iteration 134Q: 3 clusters Score -2.662558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.662557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 194695 members 
Entering Unmasked Estep 
Score: -26625572.000000 Penalty: 6044.251953
	Iteration 136Q: 3 clusters Score -2.662557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 194707 members 
Entering Unmasked Estep 
Score: -26625586.000000 Penalty: 6044.251953
	Iteration 137Q: 3 clusters Score -2.662559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 194720 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.66256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 194728 members 
Entering Unmasked Estep 
Score: -26625626.000000 Penalty: 6044.251953
	Iteration 139Q: 3 clusters Score -2.662563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 194743 members 
Entering Unmasked Estep 
Score: -26625622.000000 Penalty: 6044.251953
	Iteration 140F: 3 clusters Score -2.662562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -26625614.000000 Penalty: 6044.251953
	Iteration 141Q: 3 clusters Score -2.662561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 194770 members 
Entering Unmasked Estep 
Score: -26625612.000000 Penalty: 6044.251953
	Iteration 142Q: 3 clusters Score -2.662561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 194785 members 
Entering Unmasked Estep 
Score: -26625622.000000 Penalty: 6044.251953
	Iteration 143Q: 3 clusters Score -2.662562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 194798 members 
Entering Unmasked Estep 
Score: -26625640.000000 Penalty: 6044.251953
	Iteration 144Q: 3 clusters Score -2.662564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 194814 members 
Entering Unmasked Estep 
Score: -26625626.000000 Penalty: 6044.251953
	Iteration 145Q: 3 clusters Score -2.662563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -26625642.000000 Penalty: 6044.251953
	Iteration 146Q: 3 clusters Score -2.662564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 194843 members 
Entering Unmasked Estep 
Score: -26625630.000000 Penalty: 6044.251953
	Iteration 147Q: 3 clusters Score -2.662563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 194850 members 
Entering Unmasked Estep 
Score: -26625634.000000 Penalty: 6044.251953
	Iteration 148Q: 3 clusters Score -2.662563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 194860 members 
Entering Unmasked Estep 
Score: -26625642.000000 Penalty: 6044.251953
	Iteration 149Q: 3 clusters Score -2.662564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 194866 members 
Entering Unmasked Estep 
Score: -26625658.000000 Penalty: 6044.251953
	Iteration 150Q: 3 clusters Score -2.662566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 194869 members 
Entering Unmasked Estep 
Score: -26625664.000000 Penalty: 6044.251953
	Iteration 151Q: 3 clusters Score -2.662566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 194875 members 
Entering Unmasked Estep 
Score: -26625648.000000 Penalty: 6044.251953
	Iteration 152Q: 3 clusters Score -2.662565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 194880 members 
Entering Unmasked Estep 
Score: -26625660.000000 Penalty: 6044.251953
	Iteration 153Q: 3 clusters Score -2.662566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 194884 members 
Entering Unmasked Estep 
Score: -26625648.000000 Penalty: 6044.251953
	Iteration 154Q: 3 clusters Score -2.662565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 194896 members 
Entering Unmasked Estep 
Score: -26625636.000000 Penalty: 6044.251953
	Iteration 155Q: 3 clusters Score -2.662564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 194905 members 
Entering Unmasked Estep 
Score: -26625646.000000 Penalty: 6044.251953
	Iteration 156Q: 3 clusters Score -2.662565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 194907 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.662566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 194909 members 
Entering Unmasked Estep 
Score: -26625666.000000 Penalty: 6044.251953
	Iteration 158Q: 3 clusters Score -2.662567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 194914 members 
Entering Unmasked Estep 
Score: -26625672.000000 Penalty: 6044.251953
	Iteration 159Q: 3 clusters Score -2.662567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 194918 members 
Entering Unmasked Estep 
Score: -26625666.000000 Penalty: 6044.251953
	Iteration 160F: 3 clusters Score -2.662567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 194923 members 
Entering Unmasked Estep 
Score: -26625666.000000 Penalty: 6044.251953
	Iteration 161Q: 3 clusters Score -2.662567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 194926 members 
Entering Unmasked Estep 
Score: -26625662.000000 Penalty: 6044.251953
	Iteration 162Q: 3 clusters Score -2.662566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 194927 members 
Entering Unmasked Estep 
Score: -26625668.000000 Penalty: 6044.251953
	Iteration 163Q: 3 clusters Score -2.662567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 194927 members 
Entering Unmasked Estep 
Score: -26625668.000000 Penalty: 6044.251953
	Iteration 164Q: 3 clusters Score -2.662567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 194930 members 
Entering Unmasked Estep 
Score: -26625658.000000 Penalty: 6044.251953
	Iteration 165Q: 3 clusters Score -2.662566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 194931 members 
Entering Unmasked Estep 
Score: -26625666.000000 Penalty: 6044.251953
	Iteration 166Q: 3 clusters Score -2.662567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 194931 members 
Entering Unmasked Estep 
Score: -26625666.000000 Penalty: 6044.251953
	Iteration 167F: 3 clusters Score -2.662567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Entering Unmasked Estep 
Score: -4040954.250000 Penalty: 2564.951904
	Iteration 0F: 2 clusters Score -4040954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4019713.500000 Penalty: 5129.903809
	Iteration 0F: 3 clusters Score -4019714 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4027479.250000 Penalty: 5129.903809
	Iteration 1F: 3 clusters Score -4027479 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4028364.250000 Penalty: 5129.903809
	Iteration 2F: 3 clusters Score -4028364 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4029594.250000 Penalty: 5129.903809
	Iteration 3F: 3 clusters Score -4029594 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -4031163.000000 Penalty: 5129.903809
	Iteration 4F: 3 clusters Score -4031163 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4032880.500000 Penalty: 5129.903809
	Iteration 5F: 3 clusters Score -4032880 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4034610.500000 Penalty: 5129.903809
	Iteration 6F: 3 clusters Score -4034610 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -4036200.000000 Penalty: 5129.903809
	Iteration 7F: 3 clusters Score -4036200 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4037573.750000 Penalty: 5129.903809
	Iteration 8Q: 3 clusters Score -4037574 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4038453.750000 Penalty: 5129.903809
	Iteration 9Q: 3 clusters Score -4038454 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4038901.750000 Penalty: 5129.903809
	Iteration 10Q: 3 clusters Score -4038902 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4039116.250000 Penalty: 5129.903809
	Iteration 11Q: 3 clusters Score -4039116 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4039278.250000 Penalty: 5129.903809
	Iteration 12Q: 3 clusters Score -4039278 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4039389.500000 Penalty: 5129.903809
	Iteration 13Q: 3 clusters Score -4039390 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4039474.500000 Penalty: 5129.903809
	Iteration 14Q: 3 clusters Score -4039474 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4039541.000000 Penalty: 5129.903809
	Iteration 15Q: 3 clusters Score -4039541 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4039619.500000 Penalty: 5129.903809
	Iteration 16Q: 3 clusters Score -4039620 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4039683.250000 Penalty: 5129.903809
	Iteration 17Q: 3 clusters Score -4039683 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4039754.000000 Penalty: 5129.903809
	Iteration 18Q: 3 clusters Score -4039754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4039803.250000 Penalty: 5129.903809
	Iteration 19Q: 3 clusters Score -4039803 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4039855.500000 Penalty: 5129.903809
	Iteration 20F: 3 clusters Score -4039856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4039898.500000 Penalty: 5129.903809
	Iteration 21Q: 3 clusters Score -4039898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4039934.250000 Penalty: 5129.903809
	Iteration 22Q: 3 clusters Score -4039934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4039955.500000 Penalty: 5129.903809
	Iteration 23Q: 3 clusters Score -4039956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4039989.500000 Penalty: 5129.903809
	Iteration 24Q: 3 clusters Score -4039990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4040001.500000 Penalty: 5129.903809
	Iteration 25Q: 3 clusters Score -4040002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4040029.250000 Penalty: 5129.903809
	Iteration 26Q: 3 clusters Score -4040029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4040047.750000 Penalty: 5129.903809
	Iteration 27Q: 3 clusters Score -4040048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4040057.250000 Penalty: 5129.903809
	Iteration 28Q: 3 clusters Score -4040057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4040055.000000 Penalty: 5129.903809
	Iteration 29Q: 3 clusters Score -4040055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4040060.250000 Penalty: 5129.903809
	Iteration 30Q: 3 clusters Score -4040060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4040064.250000 Penalty: 5129.903809
	Iteration 31Q: 3 clusters Score -4040064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4040075.750000 Penalty: 5129.903809
	Iteration 32Q: 3 clusters Score -4040076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4040081.750000 Penalty: 5129.903809
	Iteration 33Q: 3 clusters Score -4040082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4040097.000000 Penalty: 5129.903809
	Iteration 34Q: 3 clusters Score -4040097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4040099.000000 Penalty: 5129.903809
	Iteration 35Q: 3 clusters Score -4040099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4040099.250000 Penalty: 5129.903809
	Iteration 36Q: 3 clusters Score -4040099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4040107.000000 Penalty: 5129.903809
	Iteration 37Q: 3 clusters Score -4040107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4040097.000000 Penalty: 5129.903809
	Iteration 38Q: 3 clusters Score -4040097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4040096.500000 Penalty: 5129.903809
	Iteration 39Q: 3 clusters Score -4040096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4040095.250000 Penalty: 5129.903809
	Iteration 40F: 3 clusters Score -4040095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4040107.000000 Penalty: 5129.903809
	Iteration 41Q: 3 clusters Score -4040107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4040111.000000 Penalty: 5129.903809
	Iteration 42Q: 3 clusters Score -4040111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4040102.500000 Penalty: 5129.903809
	Iteration 43Q: 3 clusters Score -4040102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4040110.250000 Penalty: 5129.903809
	Iteration 44Q: 3 clusters Score -4040110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4040114.500000 Penalty: 5129.903809
	Iteration 45Q: 3 clusters Score -4040114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4040117.750000 Penalty: 5129.903809
	Iteration 46Q: 3 clusters Score -4040118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4040118.500000 Penalty: 5129.903809
	Iteration 47Q: 3 clusters Score -4040118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4040115.500000 Penalty: 5129.903809
	Iteration 48Q: 3 clusters Score -4040116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4040119.250000 Penalty: 5129.903809
	Iteration 49Q: 3 clusters Score -4040119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4040121.750000 Penalty: 5129.903809
	Iteration 50Q: 3 clusters Score -4040122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4040120.000000 Penalty: 5129.903809
	Iteration 51Q: 3 clusters Score -4040120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4040124.000000 Penalty: 5129.903809
	Iteration 52Q: 3 clusters Score -4040124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4040125.750000 Penalty: 5129.903809
	Iteration 53Q: 3 clusters Score -4040126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4040128.500000 Penalty: 5129.903809
	Iteration 54Q: 3 clusters Score -4040128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4040129.250000 Penalty: 5129.903809
	Iteration 55Q: 3 clusters Score -4040129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4040131.750000 Penalty: 5129.903809
	Iteration 56Q: 3 clusters Score -4040132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4040132.250000 Penalty: 5129.903809
	Iteration 57Q: 3 clusters Score -4040132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4040131.250000 Penalty: 5129.903809
	Iteration 58Q: 3 clusters Score -4040131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4040131.750000 Penalty: 5129.903809
	Iteration 59Q: 3 clusters Score -4040132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4040132.500000 Penalty: 5129.903809
	Iteration 60F: 3 clusters Score -4040132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4040131.750000 Penalty: 5129.903809
	Iteration 61Q: 3 clusters Score -4040132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4040127.750000 Penalty: 5129.903809
	Iteration 62Q: 3 clusters Score -4040128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4040128.750000 Penalty: 5129.903809
	Iteration 63Q: 3 clusters Score -4040129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4040127.250000 Penalty: 5129.903809
	Iteration 64Q: 3 clusters Score -4040127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4040125.500000 Penalty: 5129.903809
	Iteration 65Q: 3 clusters Score -4040126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4040127.000000 Penalty: 5129.903809
	Iteration 66Q: 3 clusters Score -4040127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4040126.000000 Penalty: 5129.903809
	Iteration 67Q: 3 clusters Score -4040126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4040130.250000 Penalty: 5129.903809
	Iteration 68Q: 3 clusters Score -4040130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4040132.250000 Penalty: 5129.903809
	Iteration 69Q: 3 clusters Score -4040132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4040132.250000 Penalty: 5129.903809
	Iteration 70F: 3 clusters Score -4040132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (141307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Entering Unmasked Estep 
Score: -19124762.000000 Penalty: 2940.955078
	Iteration 0F: 2 clusters Score -1.912476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -19030354.000000 Penalty: 5881.910156
	Iteration 0F: 3 clusters Score -1.903035e+07 nChanged 67316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -19069860.000000 Penalty: 5881.910156
	Iteration 1F: 3 clusters Score -1.906986e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -19071358.000000 Penalty: 5881.910156
	Iteration 2Q: 3 clusters Score -1.907136e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -19073716.000000 Penalty: 5881.910156
	Iteration 3Q: 3 clusters Score -1.907372e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -19077418.000000 Penalty: 5881.910156
	Iteration 4F: 3 clusters Score -1.907742e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -19083372.000000 Penalty: 5881.910156
	Iteration 5F: 3 clusters Score -1.908337e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 107402 members 
Entering Unmasked Estep 
Score: -19092084.000000 Penalty: 5881.910156
	Iteration 6F: 3 clusters Score -1.909208e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -19102428.000000 Penalty: 5881.910156
	Iteration 7F: 3 clusters Score -1.910243e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -19111728.000000 Penalty: 5881.910156
	Iteration 8F: 3 clusters Score -1.911173e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -19117570.000000 Penalty: 5881.910156
	Iteration 9Q: 3 clusters Score -1.911757e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 137487 members 
Entering Unmasked Estep 
Score: -19120270.000000 Penalty: 5881.910156
	Iteration 10Q: 3 clusters Score -1.912027e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 138907 members 
Entering Unmasked Estep 
Score: -19121560.000000 Penalty: 5881.910156
	Iteration 11Q: 3 clusters Score -1.912156e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -19122192.000000 Penalty: 5881.910156
	Iteration 12Q: 3 clusters Score -1.912219e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -19122504.000000 Penalty: 5881.910156
	Iteration 13Q: 3 clusters Score -1.91225e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -19122812.000000 Penalty: 5881.910156
	Iteration 14Q: 3 clusters Score -1.912281e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -19122982.000000 Penalty: 5881.910156
	Iteration 15Q: 3 clusters Score -1.912298e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 139791 members 
Entering Unmasked Estep 
Score: -19123114.000000 Penalty: 5881.910156
	Iteration 16Q: 3 clusters Score -1.912311e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 139760 members 
Entering Unmasked Estep 
Score: -19123226.000000 Penalty: 5881.910156
	Iteration 17Q: 3 clusters Score -1.912323e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 139721 members 
Entering Unmasked Estep 
Score: -19123362.000000 Penalty: 5881.910156
	Iteration 18Q: 3 clusters Score -1.912336e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -19123402.000000 Penalty: 5881.910156
	Iteration 19Q: 3 clusters Score -1.91234e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 139645 members 
Entering Unmasked Estep 
Score: -19123448.000000 Penalty: 5881.910156
	Iteration 20F: 3 clusters Score -1.912345e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -19123472.000000 Penalty: 5881.910156
	Iteration 21Q: 3 clusters Score -1.912347e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 139543 members 
Entering Unmasked Estep 
Score: -19123498.000000 Penalty: 5881.910156
	Iteration 22Q: 3 clusters Score -1.91235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 139496 members 
Entering Unmasked Estep 
Score: -19123460.000000 Penalty: 5881.910156
	Iteration 23Q: 3 clusters Score -1.912346e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 139441 members 
Entering Unmasked Estep 
Score: -19123516.000000 Penalty: 5881.910156
	Iteration 24Q: 3 clusters Score -1.912352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 139392 members 
Entering Unmasked Estep 
Score: -19123566.000000 Penalty: 5881.910156
	Iteration 25Q: 3 clusters Score -1.912357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 139355 members 
Entering Unmasked Estep 
Score: -19123598.000000 Penalty: 5881.910156
	Iteration 26Q: 3 clusters Score -1.91236e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 139299 members 
Entering Unmasked Estep 
Score: -19123606.000000 Penalty: 5881.910156
	Iteration 27Q: 3 clusters Score -1.912361e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 139251 members 
Entering Unmasked Estep 
Score: -19123610.000000 Penalty: 5881.910156
	Iteration 28Q: 3 clusters Score -1.912361e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -19123620.000000 Penalty: 5881.910156
	Iteration 29Q: 3 clusters Score -1.912362e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 139165 members 
Entering Unmasked Estep 
Score: -19123638.000000 Penalty: 5881.910156
	Iteration 30Q: 3 clusters Score -1.912364e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 139118 members 
Entering Unmasked Estep 
Score: -19123678.000000 Penalty: 5881.910156
	Iteration 31Q: 3 clusters Score -1.912368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -19123684.000000 Penalty: 5881.910156
	Iteration 32Q: 3 clusters Score -1.912368e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -19123680.000000 Penalty: 5881.910156
	Iteration 33Q: 3 clusters Score -1.912368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -19123682.000000 Penalty: 5881.910156
	Iteration 34Q: 3 clusters Score -1.912368e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 138981 members 
Entering Unmasked Estep 
Score: -19123678.000000 Penalty: 5881.910156
	Iteration 35Q: 3 clusters Score -1.912368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 138953 members 
Entering Unmasked Estep 
Score: -19123678.000000 Penalty: 5881.910156
	Iteration 36Q: 3 clusters Score -1.912368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -19123678.000000 Penalty: 5881.910156
	Iteration 37Q: 3 clusters Score -1.912368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -19123674.000000 Penalty: 5881.910156
	Iteration 38Q: 3 clusters Score -1.912367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 138889 members 
Entering Unmasked Estep 
Score: -19123702.000000 Penalty: 5881.910156
	Iteration 39Q: 3 clusters Score -1.91237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -19123718.000000 Penalty: 5881.910156
	Iteration 40F: 3 clusters Score -1.912372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
Score: -19123716.000000 Penalty: 5881.910156
	Iteration 41Q: 3 clusters Score -1.912372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -19123710.000000 Penalty: 5881.910156
	Iteration 42Q: 3 clusters Score -1.912371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -19123702.000000 Penalty: 5881.910156
	Iteration 43Q: 3 clusters Score -1.91237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 138812 members 
Entering Unmasked Estep 
Score: -19123702.000000 Penalty: 5881.910156
	Iteration 44Q: 3 clusters Score -1.91237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -19123708.000000 Penalty: 5881.910156
	Iteration 45Q: 3 clusters Score -1.912371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 138795 members 
Entering Unmasked Estep 
Score: -19123690.000000 Penalty: 5881.910156
	Iteration 46Q: 3 clusters Score -1.912369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 138790 members 
Entering Unmasked Estep 
Score: -19123700.000000 Penalty: 5881.910156
	Iteration 47Q: 3 clusters Score -1.91237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 138782 members 
Entering Unmasked Estep 
Score: -19123712.000000 Penalty: 5881.910156
	Iteration 48Q: 3 clusters Score -1.912371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 138775 members 
Entering Unmasked Estep 
Score: -19123700.000000 Penalty: 5881.910156
	Iteration 49Q: 3 clusters Score -1.91237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -19123690.000000 Penalty: 5881.910156
	Iteration 50Q: 3 clusters Score -1.912369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -19123698.000000 Penalty: 5881.910156
	Iteration 51Q: 3 clusters Score -1.91237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 138756 members 
Entering Unmasked Estep 
Score: -19123706.000000 Penalty: 5881.910156
	Iteration 52Q: 3 clusters Score -1.912371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -19123690.000000 Penalty: 5881.910156
	Iteration 53Q: 3 clusters Score -1.912369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -19123696.000000 Penalty: 5881.910156
	Iteration 54Q: 3 clusters Score -1.91237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 138743 members 
Entering Unmasked Estep 
Score: -19123686.000000 Penalty: 5881.910156
	Iteration 55Q: 3 clusters Score -1.912369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 138741 members 
Entering Unmasked Estep 
Score: -19123698.000000 Penalty: 5881.910156
	Iteration 56Q: 3 clusters Score -1.91237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -19123696.000000 Penalty: 5881.910156
	Iteration 57Q: 3 clusters Score -1.91237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -19123708.000000 Penalty: 5881.910156
	Iteration 58Q: 3 clusters Score -1.912371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -19123696.000000 Penalty: 5881.910156
	Iteration 59Q: 3 clusters Score -1.91237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 138726 members 
Entering Unmasked Estep 
Score: -19123694.000000 Penalty: 5881.910156
	Iteration 60F: 3 clusters Score -1.912369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -19123720.000000 Penalty: 5881.910156
	Iteration 61Q: 3 clusters Score -1.912372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 138703 members 
Entering Unmasked Estep 
Score: -19123716.000000 Penalty: 5881.910156
	Iteration 62Q: 3 clusters Score -1.912372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -19123712.000000 Penalty: 5881.910156
	Iteration 63Q: 3 clusters Score -1.912371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -19123700.000000 Penalty: 5881.910156
	Iteration 64Q: 3 clusters Score -1.91237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -19123722.000000 Penalty: 5881.910156
	Iteration 65Q: 3 clusters Score -1.912372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 138656 members 
Entering Unmasked Estep 
Score: -19123726.000000 Penalty: 5881.910156
	Iteration 66Q: 3 clusters Score -1.912373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -19123720.000000 Penalty: 5881.910156
	Iteration 67Q: 3 clusters Score -1.912372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -19123736.000000 Penalty: 5881.910156
	Iteration 68Q: 3 clusters Score -1.912374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -19123732.000000 Penalty: 5881.910156
	Iteration 69Q: 3 clusters Score -1.912373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -19123736.000000 Penalty: 5881.910156
	Iteration 70Q: 3 clusters Score -1.912374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -19123728.000000 Penalty: 5881.910156
	Iteration 71Q: 3 clusters Score -1.912373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -19123728.000000 Penalty: 5881.910156
	Iteration 72F: 3 clusters Score -1.912373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -345394.750000 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -345394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342439.562500 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -342439.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342968.343750 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -342968.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -343099.062500 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -343099.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -343182.125000 Penalty: 3893.844482
	Iteration 3Q: 3 clusters Score -343182.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -343231.156250 Penalty: 3893.844482
	Iteration 4Q: 3 clusters Score -343231.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -343263.031250 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -343263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -343286.125000 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -343286.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -343305.375000 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -343305.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -343319.062500 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -343319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -343325.218750 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -343325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -343330.468750 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -343330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -343338.125000 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -343338.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -343345.468750 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -343345.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -343350.062500 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -343350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -343354.156250 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -343354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -343358.312500 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -343358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -343360.375000 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -343360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -343360.656250 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -343360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -343361.093750 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -343361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -343361.093750 Penalty: 3893.844482
	Iteration 19F: 3 clusters Score -343361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 81397 members 
Mstep: Class 12 contains 160912 members 
Mstep: Class 13 contains 61016 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 153250 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 196024 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141307 members 
Mstep: Class 24 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430400.000000 Penalty: 85381.617188
Iteration 119Q: 26 clusters Score -1.264304e+08 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 11983 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 30531 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 34876 members 
Mstep: Class 9 contains 8661 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 81502 members 
Mstep: Class 12 contains 161162 members 
Mstep: Class 13 contains 61537 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 10688 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 154372 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 197696 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 141211 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432696.000000 Penalty: 85381.617188
Iteration 120F: 26 clusters Score -1.264327e+08 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8111 members 
Mstep: Class 3 contains 11931 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 29923 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 35479 members 
Mstep: Class 9 contains 8684 members 
Mstep: Class 10 contains 13840 members 
Mstep: Class 11 contains 81616 members 
Mstep: Class 12 contains 160691 members 
Mstep: Class 13 contains 61786 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 154759 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 198109 members 
Mstep: Class 22 contains 31019 members 
Mstep: Class 23 contains 140759 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433432.000000 Penalty: 85381.617188
Iteration 121Q: 26 clusters Score -1.264334e+08 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8107 members 
Mstep: Class 3 contains 11930 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 35947 members 
Mstep: Class 9 contains 8694 members 
Mstep: Class 10 contains 13702 members 
Mstep: Class 11 contains 81692 members 
Mstep: Class 12 contains 160096 members 
Mstep: Class 13 contains 62015 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 10673 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 155101 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 226 members 
Mstep: Class 21 contains 198663 members 
Mstep: Class 22 contains 30999 members 
Mstep: Class 23 contains 140302 members 
Mstep: Class 24 contains 2508 members 
Mstep: Class 25 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433776.000000 Penalty: 85381.617188
Iteration 122Q: 26 clusters Score -1.264338e+08 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 29209 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 36301 members 
Mstep: Class 9 contains 8712 members 
Mstep: Class 10 contains 13595 members 
Mstep: Class 11 contains 81737 members 
Mstep: Class 12 contains 159366 members 
Mstep: Class 13 contains 62279 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10667 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 155432 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 228 members 
Mstep: Class 21 contains 199217 members 
Mstep: Class 22 contains 30990 members 
Mstep: Class 23 contains 139869 members 
Mstep: Class 24 contains 2501 members 
Mstep: Class 25 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434400.000000 Penalty: 85381.617188
Iteration 123Q: 26 clusters Score -1.264344e+08 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8115 members 
Mstep: Class 3 contains 11928 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 28998 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 13497 members 
Mstep: Class 11 contains 81782 members 
Mstep: Class 12 contains 158540 members 
Mstep: Class 13 contains 62495 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 155760 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 199920 members 
Mstep: Class 22 contains 30978 members 
Mstep: Class 23 contains 139428 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434632.000000 Penalty: 85381.617188
Iteration 124Q: 26 clusters Score -1.264346e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 11928 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 28809 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 36860 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 13424 members 
Mstep: Class 11 contains 81795 members 
Mstep: Class 12 contains 157609 members 
Mstep: Class 13 contains 62673 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 155978 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 200823 members 
Mstep: Class 22 contains 30946 members 
Mstep: Class 23 contains 139031 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434656.000000 Penalty: 85381.617188
Iteration 125Q: 26 clusters Score -1.264347e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 11934 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 28674 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 37120 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 81834 members 
Mstep: Class 12 contains 156687 members 
Mstep: Class 13 contains 62835 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10640 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 156135 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 201663 members 
Mstep: Class 22 contains 30936 members 
Mstep: Class 23 contains 138689 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435360.000000 Penalty: 85381.617188
Iteration 126Q: 26 clusters Score -1.264354e+08 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 11929 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 28561 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 37341 members 
Mstep: Class 9 contains 8787 members 
Mstep: Class 10 contains 13321 members 
Mstep: Class 11 contains 81806 members 
Mstep: Class 12 contains 155872 members 
Mstep: Class 13 contains 62998 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10632 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 156263 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 202526 members 
Mstep: Class 22 contains 30912 members 
Mstep: Class 23 contains 138301 members 
Mstep: Class 24 contains 2499 members 
Mstep: Class 25 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435024.000000 Penalty: 85381.617188
Iteration 127Q: 26 clusters Score -1.26435e+08 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8144 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 28461 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 37555 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 13287 members 
Mstep: Class 11 contains 81821 members 
Mstep: Class 12 contains 155048 members 
Mstep: Class 13 contains 63209 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 156429 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 203187 members 
Mstep: Class 22 contains 30899 members 
Mstep: Class 23 contains 137978 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434936.000000 Penalty: 85381.617188
Iteration 128Q: 26 clusters Score -1.264349e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 28379 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 37755 members 
Mstep: Class 9 contains 8836 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 81813 members 
Mstep: Class 12 contains 154300 members 
Mstep: Class 13 contains 63422 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 156632 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 203636 members 
Mstep: Class 22 contains 30886 members 
Mstep: Class 23 contains 137753 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435216.000000 Penalty: 85381.617188
Iteration 129Q: 26 clusters Score -1.264352e+08 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8157 members 
Mstep: Class 3 contains 11914 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 28299 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 37928 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 13238 members 
Mstep: Class 11 contains 81783 members 
Mstep: Class 12 contains 153607 members 
Mstep: Class 13 contains 63627 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10614 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 156760 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204084 members 
Mstep: Class 22 contains 30872 members 
Mstep: Class 23 contains 137579 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126435056.000000 Penalty: 85381.617188
Iteration 130Q: 26 clusters Score -1.264351e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 28245 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 8896 members 
Mstep: Class 10 contains 13216 members 
Mstep: Class 11 contains 81738 members 
Mstep: Class 12 contains 152959 members 
Mstep: Class 13 contains 63823 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10610 members 
Mstep: Class 17 contains 474 members 
Mstep: Class 18 contains 156885 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204395 members 
Mstep: Class 22 contains 30856 members 
Mstep: Class 23 contains 137534 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434712.000000 Penalty: 85381.617188
Iteration 131Q: 26 clusters Score -1.264347e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 11933 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28190 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 38184 members 
Mstep: Class 9 contains 8925 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 81671 members 
Mstep: Class 12 contains 152414 members 
Mstep: Class 13 contains 64035 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 157026 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204596 members 
Mstep: Class 22 contains 30838 members 
Mstep: Class 23 contains 137519 members 
Mstep: Class 24 contains 2499 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434600.000000 Penalty: 85381.617188
Iteration 132Q: 26 clusters Score -1.264346e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 11945 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28140 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 38275 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 81583 members 
Mstep: Class 12 contains 151973 members 
Mstep: Class 13 contains 64219 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10609 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 157113 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204786 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 137538 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434688.000000 Penalty: 85381.617188
Iteration 133Q: 26 clusters Score -1.264347e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8194 members 
Mstep: Class 3 contains 11954 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28097 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 38368 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 81489 members 
Mstep: Class 12 contains 151593 members 
Mstep: Class 13 contains 64429 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10610 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 157211 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204871 members 
Mstep: Class 22 contains 30801 members 
Mstep: Class 23 contains 137566 members 
Mstep: Class 24 contains 2495 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434472.000000 Penalty: 85381.617188
Iteration 134Q: 26 clusters Score -1.264345e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8196 members 
Mstep: Class 3 contains 11959 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 28036 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 38448 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 13159 members 
Mstep: Class 11 contains 81357 members 
Mstep: Class 12 contains 151206 members 
Mstep: Class 13 contains 64632 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 157299 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204974 members 
Mstep: Class 22 contains 30793 members 
Mstep: Class 23 contains 137672 members 
Mstep: Class 24 contains 2495 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434344.000000 Penalty: 85381.617188
Iteration 135Q: 26 clusters Score -1.264343e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 11958 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28002 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 38500 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 13150 members 
Mstep: Class 11 contains 81257 members 
Mstep: Class 12 contains 150846 members 
Mstep: Class 13 contains 64822 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 157406 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204950 members 
Mstep: Class 22 contains 30781 members 
Mstep: Class 23 contains 137842 members 
Mstep: Class 24 contains 2495 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126434352.000000 Penalty: 85381.617188
Iteration 136Q: 26 clusters Score -1.264344e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8211 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27958 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 38557 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 13141 members 
Mstep: Class 11 contains 81177 members 
Mstep: Class 12 contains 150548 members 
Mstep: Class 13 contains 64972 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 157520 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204863 members 
Mstep: Class 22 contains 30765 members 
Mstep: Class 23 contains 138025 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 26 clusters Score -1.264341e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8220 members 
Mstep: Class 3 contains 11965 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27916 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 38617 members 
Mstep: Class 9 contains 9011 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 11 contains 81098 members 
Mstep: Class 12 contains 150201 members 
Mstep: Class 13 contains 65099 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 157685 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204828 members 
Mstep: Class 22 contains 30757 members 
Mstep: Class 23 contains 138177 members 
Mstep: Class 24 contains 2493 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433696.000000 Penalty: 85381.617188
Iteration 138Q: 26 clusters Score -1.264337e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 11965 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27872 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 38654 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 81009 members 
Mstep: Class 12 contains 149871 members 
Mstep: Class 13 contains 65236 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10601 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 157864 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204776 members 
Mstep: Class 22 contains 30755 members 
Mstep: Class 23 contains 138325 members 
Mstep: Class 24 contains 2493 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 26 clusters Score -1.264334e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 11970 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27846 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 38697 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 80943 members 
Mstep: Class 12 contains 149533 members 
Mstep: Class 13 contains 65387 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 158063 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 204701 members 
Mstep: Class 22 contains 30753 members 
Mstep: Class 23 contains 138413 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433280.000000 Penalty: 85381.617188
Iteration 140F: 26 clusters Score -1.264333e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 11973 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27807 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 38743 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 80901 members 
Mstep: Class 12 contains 149181 members 
Mstep: Class 13 contains 65514 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 158272 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 248 members 
Mstep: Class 21 contains 204609 members 
Mstep: Class 22 contains 30759 members 
Mstep: Class 23 contains 138544 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 26 clusters Score -1.264338e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 11978 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27771 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 38785 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 13092 members 
Mstep: Class 11 contains 80855 members 
Mstep: Class 12 contains 148865 members 
Mstep: Class 13 contains 65648 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 158516 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 204478 members 
Mstep: Class 22 contains 30766 members 
Mstep: Class 23 contains 138639 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 26 clusters Score -1.264337e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 11985 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27744 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 38818 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13083 members 
Mstep: Class 11 contains 80794 members 
Mstep: Class 12 contains 148562 members 
Mstep: Class 13 contains 65786 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10593 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 158768 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 204344 members 
Mstep: Class 22 contains 30763 members 
Mstep: Class 23 contains 138733 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433712.000000 Penalty: 85381.617188
Iteration 143Q: 26 clusters Score -1.264337e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 11988 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27719 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 38844 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13077 members 
Mstep: Class 11 contains 80759 members 
Mstep: Class 12 contains 148292 members 
Mstep: Class 13 contains 65907 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10592 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 158998 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 204215 members 
Mstep: Class 22 contains 30769 members 
Mstep: Class 23 contains 138800 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433704.000000 Penalty: 85381.617188
Iteration 144Q: 26 clusters Score -1.264337e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 11989 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27706 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 38870 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13069 members 
Mstep: Class 11 contains 80733 members 
Mstep: Class 12 contains 148064 members 
Mstep: Class 13 contains 66019 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10587 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 159202 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 276 members 
Mstep: Class 21 contains 204156 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 138797 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433920.000000 Penalty: 85381.617188
Iteration 145Q: 26 clusters Score -1.264339e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 11992 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27691 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 38895 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13067 members 
Mstep: Class 11 contains 80680 members 
Mstep: Class 12 contains 147874 members 
Mstep: Class 13 contains 66135 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10578 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 159364 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 204131 members 
Mstep: Class 22 contains 30750 members 
Mstep: Class 23 contains 138786 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433784.000000 Penalty: 85381.617188
Iteration 146Q: 26 clusters Score -1.264338e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 11995 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27677 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 38896 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13064 members 
Mstep: Class 11 contains 80640 members 
Mstep: Class 12 contains 147666 members 
Mstep: Class 13 contains 66253 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10567 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 159561 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 204082 members 
Mstep: Class 22 contains 30753 members 
Mstep: Class 23 contains 138778 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433520.000000 Penalty: 85381.617188
Iteration 147Q: 26 clusters Score -1.264335e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8349 members 
Mstep: Class 3 contains 11995 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 27674 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 38914 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13057 members 
Mstep: Class 11 contains 80608 members 
Mstep: Class 12 contains 147458 members 
Mstep: Class 13 contains 66352 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10560 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 159773 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 204061 members 
Mstep: Class 22 contains 30744 members 
Mstep: Class 23 contains 138727 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433312.000000 Penalty: 85381.617188
Iteration 148Q: 26 clusters Score -1.264333e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 11998 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 27655 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 38919 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 80573 members 
Mstep: Class 12 contains 147212 members 
Mstep: Class 13 contains 66460 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10551 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 159973 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 204078 members 
Mstep: Class 22 contains 30743 members 
Mstep: Class 23 contains 138697 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433328.000000 Penalty: 85381.617188
Iteration 149Q: 26 clusters Score -1.264333e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8364 members 
Mstep: Class 3 contains 12003 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 27641 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 38934 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13051 members 
Mstep: Class 11 contains 80533 members 
Mstep: Class 12 contains 147016 members 
Mstep: Class 13 contains 66580 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 160181 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 203994 members 
Mstep: Class 22 contains 30740 members 
Mstep: Class 23 contains 138688 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433448.000000 Penalty: 85381.617188
Iteration 150Q: 26 clusters Score -1.264334e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 12003 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 27633 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 38961 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 80517 members 
Mstep: Class 12 contains 146790 members 
Mstep: Class 13 contains 66676 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 160352 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 203924 members 
Mstep: Class 22 contains 30734 members 
Mstep: Class 23 contains 138715 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433472.000000 Penalty: 85381.617188
Iteration 151Q: 26 clusters Score -1.264335e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 12003 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 27619 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 38992 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 80509 members 
Mstep: Class 12 contains 146587 members 
Mstep: Class 13 contains 66777 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 160529 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 203848 members 
Mstep: Class 22 contains 30729 members 
Mstep: Class 23 contains 138708 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433328.000000 Penalty: 85381.617188
Iteration 152Q: 26 clusters Score -1.264333e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 27615 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39020 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13046 members 
Mstep: Class 11 contains 80488 members 
Mstep: Class 12 contains 146384 members 
Mstep: Class 13 contains 66894 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10532 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 160740 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203719 members 
Mstep: Class 22 contains 30733 members 
Mstep: Class 23 contains 138704 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433184.000000 Penalty: 85381.617188
Iteration 153Q: 26 clusters Score -1.264332e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 12010 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39038 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 13045 members 
Mstep: Class 11 contains 80454 members 
Mstep: Class 12 contains 146195 members 
Mstep: Class 13 contains 67014 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10523 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 160927 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203628 members 
Mstep: Class 22 contains 30734 members 
Mstep: Class 23 contains 138698 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432912.000000 Penalty: 85381.617188
Iteration 154Q: 26 clusters Score -1.264329e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27600 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 13044 members 
Mstep: Class 11 contains 80405 members 
Mstep: Class 12 contains 146046 members 
Mstep: Class 13 contains 67138 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161076 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203546 members 
Mstep: Class 22 contains 30734 members 
Mstep: Class 23 contains 138674 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432832.000000 Penalty: 85381.617188
Iteration 155Q: 26 clusters Score -1.264328e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 12022 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27603 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39109 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13043 members 
Mstep: Class 11 contains 80354 members 
Mstep: Class 12 contains 145943 members 
Mstep: Class 13 contains 67241 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10503 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161224 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203445 members 
Mstep: Class 22 contains 30738 members 
Mstep: Class 23 contains 138637 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432632.000000 Penalty: 85381.617188
Iteration 156Q: 26 clusters Score -1.264326e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27602 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39139 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13041 members 
Mstep: Class 11 contains 80334 members 
Mstep: Class 12 contains 145796 members 
Mstep: Class 13 contains 67317 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161378 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203377 members 
Mstep: Class 22 contains 30741 members 
Mstep: Class 23 contains 138611 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432200.000000 Penalty: 85381.617188
Iteration 157Q: 26 clusters Score -1.264322e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27605 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39174 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13038 members 
Mstep: Class 11 contains 80297 members 
Mstep: Class 12 contains 145680 members 
Mstep: Class 13 contains 67373 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10490 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161550 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203307 members 
Mstep: Class 22 contains 30742 members 
Mstep: Class 23 contains 138568 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432176.000000 Penalty: 85381.617188
Iteration 158Q: 26 clusters Score -1.264322e+08 nChanged 1510
Entering ConstructFrom: 
Score: -126432176.000000 Penalty: 85381.617188
Entering ConstructFrom: 
Trying to split cluster 1 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -64551.382812 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -64551.38 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 319 members 
Entering Unmasked Estep 
Score: -63080.835938 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -63080.84 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64225.457031 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -64225.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65104.281250 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -65104.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65366.042969 Penalty: 3186.735107
	Iteration 3F: 3 clusters Score -65366.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65851.531250 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -65851.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65972.437500 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -65972.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66116.101562 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -66116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66186.882812 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -66186.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66303.015625 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -66303.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66383.929688 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -66383.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66402.007812 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -66402.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66406.195312 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -66406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66408.773438 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -66408.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66408.773438 Penalty: 3186.735107
	Iteration 13F: 3 clusters Score -66408.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39194 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 80262 members 
Mstep: Class 12 contains 145582 members 
Mstep: Class 13 contains 67453 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161705 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203192 members 
Mstep: Class 22 contains 30733 members 
Mstep: Class 23 contains 138569 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 240 members 
Entering Unmasked Estep 
Score: -126432416.000000 Penalty: 88796.882812
Splitting cluster 1 changes total score from -126432176.000000 to -126432416.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -1071307.250000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -1071307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1064676.875000 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -1064677 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1066526.250000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -1066526 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1066792.125000 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -1066792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1066952.250000 Penalty: 4483.441406
	Iteration 3Q: 3 clusters Score -1066952 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1067054.625000 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -1067055 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1067130.000000 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -1067130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1067184.125000 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -1067184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1067245.250000 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -1067245 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1067296.875000 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -1067297 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1067342.875000 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -1067343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1067388.875000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -1067389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1067425.750000 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -1067426 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1067459.125000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -1067459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1067489.875000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -1067490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1067521.125000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -1067521 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1067551.250000 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -1067551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1067584.625000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -1067585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1067625.625000 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -1067626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1067669.875000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -1067670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1067715.500000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -1067716 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1067758.625000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -1067759 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1067807.625000 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -1067808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1067860.125000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -1067860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1067922.875000 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -1067923 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1067987.250000 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -1067987 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1068053.375000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -1068053 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1068122.750000 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -1068123 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1068209.375000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -1068209 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1068284.750000 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -1068285 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1068368.250000 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -1068368 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1068448.625000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -1068449 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1068517.000000 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -1068517 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1068585.000000 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -1068585 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1068644.250000 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -1068644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1068709.125000 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -1068709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1068772.500000 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -1068772 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1068833.750000 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -1068834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1068891.000000 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -1068891 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1068962.000000 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -1068962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1069027.250000 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -1069027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1069091.750000 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -1069092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1069146.875000 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -1069147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1069192.000000 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -1069192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1069238.000000 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -1069238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1069271.125000 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -1069271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1069301.500000 Penalty: 4483.441406
	Iteration 45Q: 3 clusters Score -1069302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1069325.250000 Penalty: 4483.441406
	Iteration 46Q: 3 clusters Score -1069325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1069348.125000 Penalty: 4483.441406
	Iteration 47Q: 3 clusters Score -1069348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1069364.750000 Penalty: 4483.441406
	Iteration 48Q: 3 clusters Score -1069365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1069381.875000 Penalty: 4483.441406
	Iteration 49Q: 3 clusters Score -1069382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1069398.125000 Penalty: 4483.441406
	Iteration 50Q: 3 clusters Score -1069398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1069411.500000 Penalty: 4483.441406
	Iteration 51Q: 3 clusters Score -1069412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1069422.625000 Penalty: 4483.441406
	Iteration 52Q: 3 clusters Score -1069423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1069435.500000 Penalty: 4483.441406
	Iteration 53Q: 3 clusters Score -1069436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1069455.000000 Penalty: 4483.441406
	Iteration 54Q: 3 clusters Score -1069455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1069472.125000 Penalty: 4483.441406
	Iteration 55Q: 3 clusters Score -1069472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1069485.250000 Penalty: 4483.441406
	Iteration 56Q: 3 clusters Score -1069485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1069493.625000 Penalty: 4483.441406
	Iteration 57Q: 3 clusters Score -1069494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1069498.500000 Penalty: 4483.441406
	Iteration 58Q: 3 clusters Score -1069498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1069499.250000 Penalty: 4483.441406
	Iteration 59Q: 3 clusters Score -1069499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1069502.500000 Penalty: 4483.441406
	Iteration 60F: 3 clusters Score -1069502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1069502.500000 Penalty: 4483.441406
	Iteration 61Q: 3 clusters Score -1069502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1069503.375000 Penalty: 4483.441406
	Iteration 62Q: 3 clusters Score -1069503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1069506.375000 Penalty: 4483.441406
	Iteration 63Q: 3 clusters Score -1069506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1069504.750000 Penalty: 4483.441406
	Iteration 64Q: 3 clusters Score -1069505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1069506.250000 Penalty: 4483.441406
	Iteration 65Q: 3 clusters Score -1069506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1069507.125000 Penalty: 4483.441406
	Iteration 66Q: 3 clusters Score -1069507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1069507.500000 Penalty: 4483.441406
	Iteration 67Q: 3 clusters Score -1069508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1069507.375000 Penalty: 4483.441406
	Iteration 68Q: 3 clusters Score -1069507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1069507.375000 Penalty: 4483.441406
	Iteration 69F: 3 clusters Score -1069507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Entering Unmasked Estep 
Score: -1423259.625000 Penalty: 2330.061279
	Iteration 0F: 2 clusters Score -1423260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1414268.125000 Penalty: 4660.122559
	Iteration 0F: 3 clusters Score -1414268 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1417353.625000 Penalty: 4660.122559
	Iteration 1F: 3 clusters Score -1417354 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1418020.750000 Penalty: 4660.122559
	Iteration 2F: 3 clusters Score -1418021 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1418735.125000 Penalty: 4660.122559
	Iteration 3F: 3 clusters Score -1418735 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1419347.250000 Penalty: 4660.122559
	Iteration 4F: 3 clusters Score -1419347 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1419909.500000 Penalty: 4660.122559
	Iteration 5F: 3 clusters Score -1419910 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1420414.500000 Penalty: 4660.122559
	Iteration 6F: 3 clusters Score -1420414 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1420738.500000 Penalty: 4660.122559
	Iteration 7Q: 3 clusters Score -1420738 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1420969.500000 Penalty: 4660.122559
	Iteration 8Q: 3 clusters Score -1420970 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1421145.875000 Penalty: 4660.122559
	Iteration 9Q: 3 clusters Score -1421146 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1421281.000000 Penalty: 4660.122559
	Iteration 10Q: 3 clusters Score -1421281 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1421390.875000 Penalty: 4660.122559
	Iteration 11Q: 3 clusters Score -1421391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1421465.125000 Penalty: 4660.122559
	Iteration 12Q: 3 clusters Score -1421465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1421530.000000 Penalty: 4660.122559
	Iteration 13Q: 3 clusters Score -1421530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1421576.125000 Penalty: 4660.122559
	Iteration 14Q: 3 clusters Score -1421576 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1421608.250000 Penalty: 4660.122559
	Iteration 15Q: 3 clusters Score -1421608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1421641.625000 Penalty: 4660.122559
	Iteration 16Q: 3 clusters Score -1421642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1421661.250000 Penalty: 4660.122559
	Iteration 17Q: 3 clusters Score -1421661 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1421679.875000 Penalty: 4660.122559
	Iteration 18Q: 3 clusters Score -1421680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1421693.875000 Penalty: 4660.122559
	Iteration 19Q: 3 clusters Score -1421694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1421707.125000 Penalty: 4660.122559
	Iteration 20F: 3 clusters Score -1421707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1421716.875000 Penalty: 4660.122559
	Iteration 21Q: 3 clusters Score -1421717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1421719.750000 Penalty: 4660.122559
	Iteration 22Q: 3 clusters Score -1421720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1421729.250000 Penalty: 4660.122559
	Iteration 23Q: 3 clusters Score -1421729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1421731.500000 Penalty: 4660.122559
	Iteration 24Q: 3 clusters Score -1421732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1421736.375000 Penalty: 4660.122559
	Iteration 25Q: 3 clusters Score -1421736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1421739.375000 Penalty: 4660.122559
	Iteration 26Q: 3 clusters Score -1421739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1421743.375000 Penalty: 4660.122559
	Iteration 27Q: 3 clusters Score -1421743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1421748.750000 Penalty: 4660.122559
	Iteration 28Q: 3 clusters Score -1421749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1421750.500000 Penalty: 4660.122559
	Iteration 29Q: 3 clusters Score -1421750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1421747.000000 Penalty: 4660.122559
	Iteration 30Q: 3 clusters Score -1421747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1421752.875000 Penalty: 4660.122559
	Iteration 31Q: 3 clusters Score -1421753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1421753.750000 Penalty: 4660.122559
	Iteration 32Q: 3 clusters Score -1421754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1421753.125000 Penalty: 4660.122559
	Iteration 33Q: 3 clusters Score -1421753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1421754.125000 Penalty: 4660.122559
	Iteration 34Q: 3 clusters Score -1421754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1421753.375000 Penalty: 4660.122559
	Iteration 35Q: 3 clusters Score -1421753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1421752.500000 Penalty: 4660.122559
	Iteration 36Q: 3 clusters Score -1421752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1421754.750000 Penalty: 4660.122559
	Iteration 37Q: 3 clusters Score -1421755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1421758.250000 Penalty: 4660.122559
	Iteration 38Q: 3 clusters Score -1421758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1421758.625000 Penalty: 4660.122559
	Iteration 39Q: 3 clusters Score -1421759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1421756.625000 Penalty: 4660.122559
	Iteration 40F: 3 clusters Score -1421757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1421755.750000 Penalty: 4660.122559
	Iteration 41Q: 3 clusters Score -1421756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1421756.625000 Penalty: 4660.122559
	Iteration 42Q: 3 clusters Score -1421757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1421755.500000 Penalty: 4660.122559
	Iteration 43Q: 3 clusters Score -1421756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1421755.500000 Penalty: 4660.122559
	Iteration 44F: 3 clusters Score -1421756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -179261.578125 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -179261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177050.906250 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -177050.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177374.875000 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -177374.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -177457.750000 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -177457.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -177495.921875 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -177495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -177522.828125 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -177522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177547.625000 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -177547.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177565.843750 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -177565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -177577.953125 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -177578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -177584.718750 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -177584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177591.812500 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -177591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177595.437500 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -177595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177599.843750 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -177599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177604.500000 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -177604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177610.734375 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -177610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177613.875000 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -177613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177616.828125 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -177616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177618.359375 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -177618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -177621.593750 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -177621.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -177621.593750 Penalty: 3569.184814
	Iteration 18F: 3 clusters Score -177621.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Entering Unmasked Estep 
Score: -3759924.250000 Penalty: 2535.977539
	Iteration 0F: 2 clusters Score -3759924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3740848.750000 Penalty: 5071.955078
	Iteration 0F: 3 clusters Score -3740849 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3747586.250000 Penalty: 5071.955078
	Iteration 1F: 3 clusters Score -3747586 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3748019.750000 Penalty: 5071.955078
	Iteration 2Q: 3 clusters Score -3748020 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3748466.000000 Penalty: 5071.955078
	Iteration 3Q: 3 clusters Score -3748466 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3748973.000000 Penalty: 5071.955078
	Iteration 4Q: 3 clusters Score -3748973 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3749651.250000 Penalty: 5071.955078
	Iteration 5F: 3 clusters Score -3749651 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3750613.000000 Penalty: 5071.955078
	Iteration 6F: 3 clusters Score -3750613 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3751864.250000 Penalty: 5071.955078
	Iteration 7F: 3 clusters Score -3751864 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3753320.000000 Penalty: 5071.955078
	Iteration 8F: 3 clusters Score -3753320 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3754768.750000 Penalty: 5071.955078
	Iteration 9F: 3 clusters Score -3754769 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3755834.750000 Penalty: 5071.955078
	Iteration 10Q: 3 clusters Score -3755835 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3756554.750000 Penalty: 5071.955078
	Iteration 11Q: 3 clusters Score -3756555 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3757016.000000 Penalty: 5071.955078
	Iteration 12Q: 3 clusters Score -3757016 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3757333.500000 Penalty: 5071.955078
	Iteration 13Q: 3 clusters Score -3757334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3757499.000000 Penalty: 5071.955078
	Iteration 14Q: 3 clusters Score -3757499 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3757591.000000 Penalty: 5071.955078
	Iteration 15Q: 3 clusters Score -3757591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3757643.500000 Penalty: 5071.955078
	Iteration 16Q: 3 clusters Score -3757644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3757669.500000 Penalty: 5071.955078
	Iteration 17Q: 3 clusters Score -3757670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3757691.250000 Penalty: 5071.955078
	Iteration 18Q: 3 clusters Score -3757691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3757718.750000 Penalty: 5071.955078
	Iteration 19Q: 3 clusters Score -3757719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3757733.000000 Penalty: 5071.955078
	Iteration 20F: 3 clusters Score -3757733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3757735.750000 Penalty: 5071.955078
	Iteration 21Q: 3 clusters Score -3757736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3757740.000000 Penalty: 5071.955078
	Iteration 22Q: 3 clusters Score -3757740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3757750.750000 Penalty: 5071.955078
	Iteration 23Q: 3 clusters Score -3757751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3757758.750000 Penalty: 5071.955078
	Iteration 24Q: 3 clusters Score -3757759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3757761.750000 Penalty: 5071.955078
	Iteration 25Q: 3 clusters Score -3757762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3757768.000000 Penalty: 5071.955078
	Iteration 26Q: 3 clusters Score -3757768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3757770.000000 Penalty: 5071.955078
	Iteration 27Q: 3 clusters Score -3757770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3757775.000000 Penalty: 5071.955078
	Iteration 28Q: 3 clusters Score -3757775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3757774.250000 Penalty: 5071.955078
	Iteration 29Q: 3 clusters Score -3757774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3757777.000000 Penalty: 5071.955078
	Iteration 30Q: 3 clusters Score -3757777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3757779.250000 Penalty: 5071.955078
	Iteration 31Q: 3 clusters Score -3757779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3757778.000000 Penalty: 5071.955078
	Iteration 32Q: 3 clusters Score -3757778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3757776.000000 Penalty: 5071.955078
	Iteration 33Q: 3 clusters Score -3757776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3757781.500000 Penalty: 5071.955078
	Iteration 34Q: 3 clusters Score -3757782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3757783.000000 Penalty: 5071.955078
	Iteration 35Q: 3 clusters Score -3757783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3757783.000000 Penalty: 5071.955078
	Iteration 36F: 3 clusters Score -3757783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67967.281250 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67967.28 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68208.781250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68208.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68319.171875 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -68319.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68444.414062 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -68444.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68506.429688 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -68506.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68547.781250 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -68547.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68569.062500 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -68569.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68584.953125 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -68584.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68586.593750 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -68586.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68587.960938 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -68587.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68588.953125 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -68588.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68588.953125 Penalty: 3153.489746
	Iteration 11F: 3 clusters Score -68588.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -238695.031250 Penalty: 1874.123779
	Iteration 0F: 2 clusters Score -238695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -236115.703125 Penalty: 3748.247559
	Iteration 0F: 3 clusters Score -236115.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -236605.609375 Penalty: 3748.247559
	Iteration 1F: 3 clusters Score -236605.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -236855.421875 Penalty: 3748.247559
	Iteration 2F: 3 clusters Score -236855.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -237121.484375 Penalty: 3748.247559
	Iteration 3F: 3 clusters Score -237121.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237418.359375 Penalty: 3748.247559
	Iteration 4F: 3 clusters Score -237418.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237761.640625 Penalty: 3748.247559
	Iteration 5F: 3 clusters Score -237761.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -237999.171875 Penalty: 3748.247559
	Iteration 6F: 3 clusters Score -237999.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -238154.859375 Penalty: 3748.247559
	Iteration 7F: 3 clusters Score -238154.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -238220.437500 Penalty: 3748.247559
	Iteration 8Q: 3 clusters Score -238220.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238256.203125 Penalty: 3748.247559
	Iteration 9Q: 3 clusters Score -238256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -238275.890625 Penalty: 3748.247559
	Iteration 10Q: 3 clusters Score -238275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -238291.437500 Penalty: 3748.247559
	Iteration 11Q: 3 clusters Score -238291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -238303.781250 Penalty: 3748.247559
	Iteration 12Q: 3 clusters Score -238303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -238318.750000 Penalty: 3748.247559
	Iteration 13Q: 3 clusters Score -238318.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -238331.515625 Penalty: 3748.247559
	Iteration 14Q: 3 clusters Score -238331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238335.296875 Penalty: 3748.247559
	Iteration 15Q: 3 clusters Score -238335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -238336.046875 Penalty: 3748.247559
	Iteration 16Q: 3 clusters Score -238336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -238336.046875 Penalty: 3748.247559
	Iteration 17F: 3 clusters Score -238336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -5339954.000000 Penalty: 2622.916992
	Iteration 0F: 2 clusters Score -5339954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5313361.000000 Penalty: 5245.833984
	Iteration 0F: 3 clusters Score -5313361 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5323345.000000 Penalty: 5245.833984
	Iteration 1F: 3 clusters Score -5323345 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5323878.500000 Penalty: 5245.833984
	Iteration 2Q: 3 clusters Score -5323878 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5324403.500000 Penalty: 5245.833984
	Iteration 3Q: 3 clusters Score -5324404 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5324991.500000 Penalty: 5245.833984
	Iteration 4Q: 3 clusters Score -5324992 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5325712.000000 Penalty: 5245.833984
	Iteration 5Q: 3 clusters Score -5325712 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5326698.500000 Penalty: 5245.833984
	Iteration 6Q: 3 clusters Score -5326698 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -5327848.000000 Penalty: 5245.833984
	Iteration 7F: 3 clusters Score -5327848 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5329354.500000 Penalty: 5245.833984
	Iteration 8F: 3 clusters Score -5329354 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5330923.500000 Penalty: 5245.833984
	Iteration 9F: 3 clusters Score -5330924 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5332496.500000 Penalty: 5245.833984
	Iteration 10F: 3 clusters Score -5332496 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -5333620.000000 Penalty: 5245.833984
	Iteration 11Q: 3 clusters Score -5333620 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5334255.000000 Penalty: 5245.833984
	Iteration 12Q: 3 clusters Score -5334255 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -5334738.000000 Penalty: 5245.833984
	Iteration 13Q: 3 clusters Score -5334738 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5335053.000000 Penalty: 5245.833984
	Iteration 14Q: 3 clusters Score -5335053 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5335372.500000 Penalty: 5245.833984
	Iteration 15Q: 3 clusters Score -5335372 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -5335662.000000 Penalty: 5245.833984
	Iteration 16Q: 3 clusters Score -5335662 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -5335936.000000 Penalty: 5245.833984
	Iteration 17Q: 3 clusters Score -5335936 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5336160.000000 Penalty: 5245.833984
	Iteration 18Q: 3 clusters Score -5336160 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -5336356.000000 Penalty: 5245.833984
	Iteration 19Q: 3 clusters Score -5336356 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5336528.500000 Penalty: 5245.833984
	Iteration 20F: 3 clusters Score -5336528 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -5336616.500000 Penalty: 5245.833984
	Iteration 21Q: 3 clusters Score -5336616 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -5336694.000000 Penalty: 5245.833984
	Iteration 22Q: 3 clusters Score -5336694 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5336787.000000 Penalty: 5245.833984
	Iteration 23Q: 3 clusters Score -5336787 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -5336869.000000 Penalty: 5245.833984
	Iteration 24Q: 3 clusters Score -5336869 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5336936.500000 Penalty: 5245.833984
	Iteration 25Q: 3 clusters Score -5336936 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -5336981.000000 Penalty: 5245.833984
	Iteration 26Q: 3 clusters Score -5336981 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -5337050.500000 Penalty: 5245.833984
	Iteration 27Q: 3 clusters Score -5337050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5337103.500000 Penalty: 5245.833984
	Iteration 28Q: 3 clusters Score -5337104 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5337154.000000 Penalty: 5245.833984
	Iteration 29Q: 3 clusters Score -5337154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -5337203.500000 Penalty: 5245.833984
	Iteration 30Q: 3 clusters Score -5337204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5337273.500000 Penalty: 5245.833984
	Iteration 31Q: 3 clusters Score -5337274 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -5337334.500000 Penalty: 5245.833984
	Iteration 32Q: 3 clusters Score -5337334 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -5337369.000000 Penalty: 5245.833984
	Iteration 33Q: 3 clusters Score -5337369 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5337404.500000 Penalty: 5245.833984
	Iteration 34Q: 3 clusters Score -5337404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -5337476.000000 Penalty: 5245.833984
	Iteration 35Q: 3 clusters Score -5337476 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5337526.500000 Penalty: 5245.833984
	Iteration 36Q: 3 clusters Score -5337526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -5337558.500000 Penalty: 5245.833984
	Iteration 37Q: 3 clusters Score -5337558 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5337595.500000 Penalty: 5245.833984
	Iteration 38Q: 3 clusters Score -5337596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5337630.000000 Penalty: 5245.833984
	Iteration 39Q: 3 clusters Score -5337630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5337671.000000 Penalty: 5245.833984
	Iteration 40F: 3 clusters Score -5337671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5337716.500000 Penalty: 5245.833984
	Iteration 41Q: 3 clusters Score -5337716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5337765.000000 Penalty: 5245.833984
	Iteration 42Q: 3 clusters Score -5337765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5337774.000000 Penalty: 5245.833984
	Iteration 43Q: 3 clusters Score -5337774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5337782.500000 Penalty: 5245.833984
	Iteration 44Q: 3 clusters Score -5337782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5337816.000000 Penalty: 5245.833984
	Iteration 45Q: 3 clusters Score -5337816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5337834.000000 Penalty: 5245.833984
	Iteration 46Q: 3 clusters Score -5337834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -5337865.000000 Penalty: 5245.833984
	Iteration 47Q: 3 clusters Score -5337865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5337873.500000 Penalty: 5245.833984
	Iteration 48Q: 3 clusters Score -5337874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -5337892.000000 Penalty: 5245.833984
	Iteration 49Q: 3 clusters Score -5337892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5337911.500000 Penalty: 5245.833984
	Iteration 50Q: 3 clusters Score -5337912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -5337921.500000 Penalty: 5245.833984
	Iteration 51Q: 3 clusters Score -5337922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5337927.500000 Penalty: 5245.833984
	Iteration 52Q: 3 clusters Score -5337928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5337942.500000 Penalty: 5245.833984
	Iteration 53Q: 3 clusters Score -5337942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5337965.000000 Penalty: 5245.833984
	Iteration 54Q: 3 clusters Score -5337965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5337966.500000 Penalty: 5245.833984
	Iteration 55Q: 3 clusters Score -5337966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5337970.500000 Penalty: 5245.833984
	Iteration 56Q: 3 clusters Score -5337970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5337984.500000 Penalty: 5245.833984
	Iteration 57Q: 3 clusters Score -5337984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5337988.000000 Penalty: 5245.833984
	Iteration 58Q: 3 clusters Score -5337988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5337997.000000 Penalty: 5245.833984
	Iteration 59Q: 3 clusters Score -5337997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5337997.500000 Penalty: 5245.833984
	Iteration 60F: 3 clusters Score -5337998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5337997.500000 Penalty: 5245.833984
	Iteration 61Q: 3 clusters Score -5337998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -5338009.500000 Penalty: 5245.833984
	Iteration 62Q: 3 clusters Score -5338010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5338006.000000 Penalty: 5245.833984
	Iteration 63Q: 3 clusters Score -5338006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5338006.500000 Penalty: 5245.833984
	Iteration 64Q: 3 clusters Score -5338006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5338012.000000 Penalty: 5245.833984
	Iteration 65Q: 3 clusters Score -5338012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5338007.000000 Penalty: 5245.833984
	Iteration 66Q: 3 clusters Score -5338007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5338013.000000 Penalty: 5245.833984
	Iteration 67Q: 3 clusters Score -5338013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5338015.500000 Penalty: 5245.833984
	Iteration 68Q: 3 clusters Score -5338016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -5338016.500000 Penalty: 5245.833984
	Iteration 69Q: 3 clusters Score -5338016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -5338021.500000 Penalty: 5245.833984
	Iteration 70Q: 3 clusters Score -5338022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5338026.000000 Penalty: 5245.833984
	Iteration 71Q: 3 clusters Score -5338026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5338019.000000 Penalty: 5245.833984
	Iteration 72Q: 3 clusters Score -5338019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5338014.000000 Penalty: 5245.833984
	Iteration 73Q: 3 clusters Score -5338014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -5338018.500000 Penalty: 5245.833984
	Iteration 74Q: 3 clusters Score -5338018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5338027.000000 Penalty: 5245.833984
	Iteration 75Q: 3 clusters Score -5338027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -5338029.500000 Penalty: 5245.833984
	Iteration 76Q: 3 clusters Score -5338030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5338021.000000 Penalty: 5245.833984
	Iteration 77Q: 3 clusters Score -5338021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -5338035.000000 Penalty: 5245.833984
	Iteration 78Q: 3 clusters Score -5338035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5338041.000000 Penalty: 5245.833984
	Iteration 79Q: 3 clusters Score -5338041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -5338041.000000 Penalty: 5245.833984
	Iteration 80F: 3 clusters Score -5338041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -5338036.000000 Penalty: 5245.833984
	Iteration 81Q: 3 clusters Score -5338036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5338041.000000 Penalty: 5245.833984
	Iteration 82Q: 3 clusters Score -5338041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5338037.000000 Penalty: 5245.833984
	Iteration 83Q: 3 clusters Score -5338037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5338041.500000 Penalty: 5245.833984
	Iteration 84Q: 3 clusters Score -5338042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5338042.500000 Penalty: 5245.833984
	Iteration 85Q: 3 clusters Score -5338042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5338045.000000 Penalty: 5245.833984
	Iteration 86Q: 3 clusters Score -5338045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5338047.500000 Penalty: 5245.833984
	Iteration 87Q: 3 clusters Score -5338048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5338049.000000 Penalty: 5245.833984
	Iteration 88Q: 3 clusters Score -5338049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5338048.000000 Penalty: 5245.833984
	Iteration 89Q: 3 clusters Score -5338048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5338054.000000 Penalty: 5245.833984
	Iteration 90Q: 3 clusters Score -5338054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5338053.000000 Penalty: 5245.833984
	Iteration 91Q: 3 clusters Score -5338053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5338054.000000 Penalty: 5245.833984
	Iteration 92Q: 3 clusters Score -5338054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5338051.500000 Penalty: 5245.833984
	Iteration 93Q: 3 clusters Score -5338052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -5338047.500000 Penalty: 5245.833984
	Iteration 94Q: 3 clusters Score -5338048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5338053.000000 Penalty: 5245.833984
	Iteration 95Q: 3 clusters Score -5338053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5338053.000000 Penalty: 5245.833984
	Iteration 96F: 3 clusters Score -5338053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -1163361.625000 Penalty: 2258.722900
	Iteration 0F: 2 clusters Score -1163362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1156278.875000 Penalty: 4517.445801
	Iteration 0F: 3 clusters Score -1156279 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1158355.500000 Penalty: 4517.445801
	Iteration 1F: 3 clusters Score -1158356 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1158847.375000 Penalty: 4517.445801
	Iteration 2F: 3 clusters Score -1158847 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1159410.500000 Penalty: 4517.445801
	Iteration 3F: 3 clusters Score -1159410 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1159923.875000 Penalty: 4517.445801
	Iteration 4F: 3 clusters Score -1159924 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1160349.625000 Penalty: 4517.445801
	Iteration 5F: 3 clusters Score -1160350 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1160731.375000 Penalty: 4517.445801
	Iteration 6F: 3 clusters Score -1160731 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1161075.125000 Penalty: 4517.445801
	Iteration 7F: 3 clusters Score -1161075 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1161331.500000 Penalty: 4517.445801
	Iteration 8Q: 3 clusters Score -1161332 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1161506.625000 Penalty: 4517.445801
	Iteration 9Q: 3 clusters Score -1161507 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1161639.750000 Penalty: 4517.445801
	Iteration 10Q: 3 clusters Score -1161640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1161733.875000 Penalty: 4517.445801
	Iteration 11Q: 3 clusters Score -1161734 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1161792.125000 Penalty: 4517.445801
	Iteration 12Q: 3 clusters Score -1161792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1161838.375000 Penalty: 4517.445801
	Iteration 13Q: 3 clusters Score -1161838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1161868.250000 Penalty: 4517.445801
	Iteration 14Q: 3 clusters Score -1161868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1161895.625000 Penalty: 4517.445801
	Iteration 15Q: 3 clusters Score -1161896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1161919.750000 Penalty: 4517.445801
	Iteration 16Q: 3 clusters Score -1161920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1161942.500000 Penalty: 4517.445801
	Iteration 17Q: 3 clusters Score -1161942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1161960.750000 Penalty: 4517.445801
	Iteration 18Q: 3 clusters Score -1161961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1161978.000000 Penalty: 4517.445801
	Iteration 19Q: 3 clusters Score -1161978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1161991.000000 Penalty: 4517.445801
	Iteration 20F: 3 clusters Score -1161991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1162010.625000 Penalty: 4517.445801
	Iteration 21Q: 3 clusters Score -1162011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1162023.000000 Penalty: 4517.445801
	Iteration 22Q: 3 clusters Score -1162023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1162034.750000 Penalty: 4517.445801
	Iteration 23Q: 3 clusters Score -1162035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1162053.625000 Penalty: 4517.445801
	Iteration 24Q: 3 clusters Score -1162054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1162066.750000 Penalty: 4517.445801
	Iteration 25Q: 3 clusters Score -1162067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1162079.250000 Penalty: 4517.445801
	Iteration 26Q: 3 clusters Score -1162079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1162087.500000 Penalty: 4517.445801
	Iteration 27Q: 3 clusters Score -1162088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1162097.250000 Penalty: 4517.445801
	Iteration 28Q: 3 clusters Score -1162097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1162104.750000 Penalty: 4517.445801
	Iteration 29Q: 3 clusters Score -1162105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1162109.125000 Penalty: 4517.445801
	Iteration 30Q: 3 clusters Score -1162109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1162115.875000 Penalty: 4517.445801
	Iteration 31Q: 3 clusters Score -1162116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1162120.750000 Penalty: 4517.445801
	Iteration 32Q: 3 clusters Score -1162121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1162125.625000 Penalty: 4517.445801
	Iteration 33Q: 3 clusters Score -1162126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1162132.500000 Penalty: 4517.445801
	Iteration 34Q: 3 clusters Score -1162132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1162139.125000 Penalty: 4517.445801
	Iteration 35Q: 3 clusters Score -1162139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1162146.000000 Penalty: 4517.445801
	Iteration 36Q: 3 clusters Score -1162146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1162151.000000 Penalty: 4517.445801
	Iteration 37Q: 3 clusters Score -1162151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1162161.000000 Penalty: 4517.445801
	Iteration 38Q: 3 clusters Score -1162161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1162172.375000 Penalty: 4517.445801
	Iteration 39Q: 3 clusters Score -1162172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1162178.750000 Penalty: 4517.445801
	Iteration 40F: 3 clusters Score -1162179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1162185.000000 Penalty: 4517.445801
	Iteration 41Q: 3 clusters Score -1162185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1162189.250000 Penalty: 4517.445801
	Iteration 42Q: 3 clusters Score -1162189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1162196.750000 Penalty: 4517.445801
	Iteration 43Q: 3 clusters Score -1162197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1162201.375000 Penalty: 4517.445801
	Iteration 44Q: 3 clusters Score -1162201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1162202.250000 Penalty: 4517.445801
	Iteration 45Q: 3 clusters Score -1162202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1162204.375000 Penalty: 4517.445801
	Iteration 46Q: 3 clusters Score -1162204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1162210.125000 Penalty: 4517.445801
	Iteration 47Q: 3 clusters Score -1162210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1162213.125000 Penalty: 4517.445801
	Iteration 48Q: 3 clusters Score -1162213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1162219.000000 Penalty: 4517.445801
	Iteration 49Q: 3 clusters Score -1162219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1162219.500000 Penalty: 4517.445801
	Iteration 50Q: 3 clusters Score -1162220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1162223.250000 Penalty: 4517.445801
	Iteration 51Q: 3 clusters Score -1162223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1162225.125000 Penalty: 4517.445801
	Iteration 52Q: 3 clusters Score -1162225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1162224.625000 Penalty: 4517.445801
	Iteration 53Q: 3 clusters Score -1162225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1162225.250000 Penalty: 4517.445801
	Iteration 54Q: 3 clusters Score -1162225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1162229.125000 Penalty: 4517.445801
	Iteration 55Q: 3 clusters Score -1162229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1162231.250000 Penalty: 4517.445801
	Iteration 56Q: 3 clusters Score -1162231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1162230.875000 Penalty: 4517.445801
	Iteration 57Q: 3 clusters Score -1162231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1162231.875000 Penalty: 4517.445801
	Iteration 58Q: 3 clusters Score -1162232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1162234.000000 Penalty: 4517.445801
	Iteration 59Q: 3 clusters Score -1162234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1162234.750000 Penalty: 4517.445801
	Iteration 60F: 3 clusters Score -1162235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1162234.000000 Penalty: 4517.445801
	Iteration 61Q: 3 clusters Score -1162234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1162235.250000 Penalty: 4517.445801
	Iteration 62Q: 3 clusters Score -1162235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1162238.250000 Penalty: 4517.445801
	Iteration 63Q: 3 clusters Score -1162238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1162238.500000 Penalty: 4517.445801
	Iteration 64Q: 3 clusters Score -1162238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1162240.125000 Penalty: 4517.445801
	Iteration 65Q: 3 clusters Score -1162240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1162239.125000 Penalty: 4517.445801
	Iteration 66Q: 3 clusters Score -1162239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1162239.250000 Penalty: 4517.445801
	Iteration 67Q: 3 clusters Score -1162239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1162239.250000 Penalty: 4517.445801
	Iteration 68F: 3 clusters Score -1162239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Entering Unmasked Estep 
Score: -1688262.250000 Penalty: 2349.897461
	Iteration 0F: 2 clusters Score -1688262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1678605.500000 Penalty: 4699.794922
	Iteration 0F: 3 clusters Score -1678606 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1681586.125000 Penalty: 4699.794922
	Iteration 1F: 3 clusters Score -1681586 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1682049.125000 Penalty: 4699.794922
	Iteration 2F: 3 clusters Score -1682049 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1682521.125000 Penalty: 4699.794922
	Iteration 3F: 3 clusters Score -1682521 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1682921.125000 Penalty: 4699.794922
	Iteration 4F: 3 clusters Score -1682921 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1683246.875000 Penalty: 4699.794922
	Iteration 5Q: 3 clusters Score -1683247 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1683527.000000 Penalty: 4699.794922
	Iteration 6Q: 3 clusters Score -1683527 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1683792.500000 Penalty: 4699.794922
	Iteration 7Q: 3 clusters Score -1683792 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1684067.875000 Penalty: 4699.794922
	Iteration 8Q: 3 clusters Score -1684068 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1684308.250000 Penalty: 4699.794922
	Iteration 9Q: 3 clusters Score -1684308 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1684537.375000 Penalty: 4699.794922
	Iteration 10Q: 3 clusters Score -1684537 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1684744.000000 Penalty: 4699.794922
	Iteration 11Q: 3 clusters Score -1684744 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1684916.000000 Penalty: 4699.794922
	Iteration 12Q: 3 clusters Score -1684916 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1685079.750000 Penalty: 4699.794922
	Iteration 13Q: 3 clusters Score -1685080 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1685254.750000 Penalty: 4699.794922
	Iteration 14Q: 3 clusters Score -1685255 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1685413.250000 Penalty: 4699.794922
	Iteration 15Q: 3 clusters Score -1685413 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1685574.625000 Penalty: 4699.794922
	Iteration 16Q: 3 clusters Score -1685575 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1685755.125000 Penalty: 4699.794922
	Iteration 17Q: 3 clusters Score -1685755 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1685917.250000 Penalty: 4699.794922
	Iteration 18Q: 3 clusters Score -1685917 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1686090.625000 Penalty: 4699.794922
	Iteration 19Q: 3 clusters Score -1686091 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1686242.125000 Penalty: 4699.794922
	Iteration 20F: 3 clusters Score -1686242 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1686396.875000 Penalty: 4699.794922
	Iteration 21Q: 3 clusters Score -1686397 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1686515.375000 Penalty: 4699.794922
	Iteration 22Q: 3 clusters Score -1686515 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1686606.875000 Penalty: 4699.794922
	Iteration 23Q: 3 clusters Score -1686607 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1686675.000000 Penalty: 4699.794922
	Iteration 24Q: 3 clusters Score -1686675 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1686724.750000 Penalty: 4699.794922
	Iteration 25Q: 3 clusters Score -1686725 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1686756.250000 Penalty: 4699.794922
	Iteration 26Q: 3 clusters Score -1686756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1686781.500000 Penalty: 4699.794922
	Iteration 27Q: 3 clusters Score -1686782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1686796.625000 Penalty: 4699.794922
	Iteration 28Q: 3 clusters Score -1686797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1686810.500000 Penalty: 4699.794922
	Iteration 29Q: 3 clusters Score -1686810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1686818.500000 Penalty: 4699.794922
	Iteration 30Q: 3 clusters Score -1686818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1686839.500000 Penalty: 4699.794922
	Iteration 31Q: 3 clusters Score -1686840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1686851.375000 Penalty: 4699.794922
	Iteration 32Q: 3 clusters Score -1686851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1686857.625000 Penalty: 4699.794922
	Iteration 33Q: 3 clusters Score -1686858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1686866.875000 Penalty: 4699.794922
	Iteration 34Q: 3 clusters Score -1686867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1686878.000000 Penalty: 4699.794922
	Iteration 35Q: 3 clusters Score -1686878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1686879.625000 Penalty: 4699.794922
	Iteration 36Q: 3 clusters Score -1686880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1686881.875000 Penalty: 4699.794922
	Iteration 37Q: 3 clusters Score -1686882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1686887.750000 Penalty: 4699.794922
	Iteration 38Q: 3 clusters Score -1686888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1686896.250000 Penalty: 4699.794922
	Iteration 39Q: 3 clusters Score -1686896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1686901.250000 Penalty: 4699.794922
	Iteration 40F: 3 clusters Score -1686901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1686903.250000 Penalty: 4699.794922
	Iteration 41Q: 3 clusters Score -1686903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1686906.125000 Penalty: 4699.794922
	Iteration 42Q: 3 clusters Score -1686906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1686905.125000 Penalty: 4699.794922
	Iteration 43Q: 3 clusters Score -1686905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1686904.750000 Penalty: 4699.794922
	Iteration 44Q: 3 clusters Score -1686905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1686905.500000 Penalty: 4699.794922
	Iteration 45Q: 3 clusters Score -1686906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1686909.875000 Penalty: 4699.794922
	Iteration 46Q: 3 clusters Score -1686910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1686913.125000 Penalty: 4699.794922
	Iteration 47Q: 3 clusters Score -1686913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1686911.250000 Penalty: 4699.794922
	Iteration 48Q: 3 clusters Score -1686911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1686912.875000 Penalty: 4699.794922
	Iteration 49Q: 3 clusters Score -1686913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1686913.625000 Penalty: 4699.794922
	Iteration 50Q: 3 clusters Score -1686914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1686914.875000 Penalty: 4699.794922
	Iteration 51Q: 3 clusters Score -1686915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1686917.875000 Penalty: 4699.794922
	Iteration 52Q: 3 clusters Score -1686918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1686913.250000 Penalty: 4699.794922
	Iteration 53Q: 3 clusters Score -1686913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1686913.250000 Penalty: 4699.794922
	Iteration 54F: 3 clusters Score -1686913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Entering Unmasked Estep 
Score: -10602155.000000 Penalty: 2800.676758
	Iteration 0F: 2 clusters Score -1.060216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10548655.000000 Penalty: 5601.353516
	Iteration 0F: 3 clusters Score -1.054866e+07 nChanged 37560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -10569839.000000 Penalty: 5601.353516
	Iteration 1F: 3 clusters Score -1.056984e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -10570723.000000 Penalty: 5601.353516
	Iteration 2Q: 3 clusters Score -1.057072e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -10571989.000000 Penalty: 5601.353516
	Iteration 3Q: 3 clusters Score -1.057199e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -10574205.000000 Penalty: 5601.353516
	Iteration 4F: 3 clusters Score -1.05742e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -10578024.000000 Penalty: 5601.353516
	Iteration 5F: 3 clusters Score -1.057802e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -10584021.000000 Penalty: 5601.353516
	Iteration 6F: 3 clusters Score -1.058402e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -10590976.000000 Penalty: 5601.353516
	Iteration 7F: 3 clusters Score -1.059098e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -10596152.000000 Penalty: 5601.353516
	Iteration 8F: 3 clusters Score -1.059615e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10598551.000000 Penalty: 5601.353516
	Iteration 9Q: 3 clusters Score -1.059855e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10599295.000000 Penalty: 5601.353516
	Iteration 10Q: 3 clusters Score -1.05993e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10599542.000000 Penalty: 5601.353516
	Iteration 11Q: 3 clusters Score -1.059954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10599626.000000 Penalty: 5601.353516
	Iteration 12Q: 3 clusters Score -1.059963e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10599687.000000 Penalty: 5601.353516
	Iteration 13Q: 3 clusters Score -1.059969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10599744.000000 Penalty: 5601.353516
	Iteration 14Q: 3 clusters Score -1.059974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10599748.000000 Penalty: 5601.353516
	Iteration 15Q: 3 clusters Score -1.059975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10599755.000000 Penalty: 5601.353516
	Iteration 16Q: 3 clusters Score -1.059976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10599756.000000 Penalty: 5601.353516
	Iteration 17Q: 3 clusters Score -1.059976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10599755.000000 Penalty: 5601.353516
	Iteration 18Q: 3 clusters Score -1.059976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10599761.000000 Penalty: 5601.353516
	Iteration 19Q: 3 clusters Score -1.059976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10599770.000000 Penalty: 5601.353516
	Iteration 20F: 3 clusters Score -1.059977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10599775.000000 Penalty: 5601.353516
	Iteration 21Q: 3 clusters Score -1.059978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10599781.000000 Penalty: 5601.353516
	Iteration 22Q: 3 clusters Score -1.059978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10599781.000000 Penalty: 5601.353516
	Iteration 23F: 3 clusters Score -1.059978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (145582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Entering Unmasked Estep 
Score: -19663818.000000 Penalty: 2948.346680
	Iteration 0F: 2 clusters Score -1.966382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -19566910.000000 Penalty: 5896.693359
	Iteration 0F: 3 clusters Score -1.956691e+07 nChanged 69521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -19606954.000000 Penalty: 5896.693359
	Iteration 1F: 3 clusters Score -1.960695e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -19608062.000000 Penalty: 5896.693359
	Iteration 2Q: 3 clusters Score -1.960806e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -19609814.000000 Penalty: 5896.693359
	Iteration 3Q: 3 clusters Score -1.960981e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -19613568.000000 Penalty: 5896.693359
	Iteration 4Q: 3 clusters Score -1.961357e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -19620228.000000 Penalty: 5896.693359
	Iteration 5F: 3 clusters Score -1.962023e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -19630104.000000 Penalty: 5896.693359
	Iteration 6F: 3 clusters Score -1.96301e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -19641624.000000 Penalty: 5896.693359
	Iteration 7F: 3 clusters Score -1.964162e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120715 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -19651634.000000 Penalty: 5896.693359
	Iteration 8F: 3 clusters Score -1.965163e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -19657802.000000 Penalty: 5896.693359
	Iteration 9Q: 3 clusters Score -1.96578e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -19660142.000000 Penalty: 5896.693359
	Iteration 10Q: 3 clusters Score -1.966014e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128048 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -19660914.000000 Penalty: 5896.693359
	Iteration 11Q: 3 clusters Score -1.966091e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129128 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -19661384.000000 Penalty: 5896.693359
	Iteration 12Q: 3 clusters Score -1.966138e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130073 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -19661656.000000 Penalty: 5896.693359
	Iteration 13Q: 3 clusters Score -1.966166e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -19661862.000000 Penalty: 5896.693359
	Iteration 14Q: 3 clusters Score -1.966186e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131663 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -19662012.000000 Penalty: 5896.693359
	Iteration 15Q: 3 clusters Score -1.966201e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -19662108.000000 Penalty: 5896.693359
	Iteration 16Q: 3 clusters Score -1.966211e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133088 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -19662182.000000 Penalty: 5896.693359
	Iteration 17Q: 3 clusters Score -1.966218e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -19662246.000000 Penalty: 5896.693359
	Iteration 18Q: 3 clusters Score -1.966225e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134275 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -19662342.000000 Penalty: 5896.693359
	Iteration 19Q: 3 clusters Score -1.966234e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -19662422.000000 Penalty: 5896.693359
	Iteration 20F: 3 clusters Score -1.966242e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -19662478.000000 Penalty: 5896.693359
	Iteration 21Q: 3 clusters Score -1.966248e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135809 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -19662584.000000 Penalty: 5896.693359
	Iteration 22Q: 3 clusters Score -1.966258e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136277 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -19662682.000000 Penalty: 5896.693359
	Iteration 23Q: 3 clusters Score -1.966268e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -19662664.000000 Penalty: 5896.693359
	Iteration 24Q: 3 clusters Score -1.966266e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137151 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -19662736.000000 Penalty: 5896.693359
	Iteration 25Q: 3 clusters Score -1.966274e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -19662772.000000 Penalty: 5896.693359
	Iteration 26Q: 3 clusters Score -1.966277e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -19662794.000000 Penalty: 5896.693359
	Iteration 27Q: 3 clusters Score -1.966279e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138160 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -19662810.000000 Penalty: 5896.693359
	Iteration 28Q: 3 clusters Score -1.966281e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -19662816.000000 Penalty: 5896.693359
	Iteration 29Q: 3 clusters Score -1.966282e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -19662880.000000 Penalty: 5896.693359
	Iteration 30Q: 3 clusters Score -1.966288e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -19662896.000000 Penalty: 5896.693359
	Iteration 31Q: 3 clusters Score -1.96629e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -19662878.000000 Penalty: 5896.693359
	Iteration 32Q: 3 clusters Score -1.966288e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139406 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -19662918.000000 Penalty: 5896.693359
	Iteration 33Q: 3 clusters Score -1.966292e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -19662920.000000 Penalty: 5896.693359
	Iteration 34Q: 3 clusters Score -1.966292e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -19662936.000000 Penalty: 5896.693359
	Iteration 35Q: 3 clusters Score -1.966294e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -19662952.000000 Penalty: 5896.693359
	Iteration 36Q: 3 clusters Score -1.966295e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -19662942.000000 Penalty: 5896.693359
	Iteration 37Q: 3 clusters Score -1.966294e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -19662968.000000 Penalty: 5896.693359
	Iteration 38Q: 3 clusters Score -1.966297e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -19662960.000000 Penalty: 5896.693359
	Iteration 39Q: 3 clusters Score -1.966296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140273 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -19662956.000000 Penalty: 5896.693359
	Iteration 40F: 3 clusters Score -1.966296e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140339 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -19662924.000000 Penalty: 5896.693359
	Iteration 41Q: 3 clusters Score -1.966292e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140413 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -19662936.000000 Penalty: 5896.693359
	Iteration 42Q: 3 clusters Score -1.966294e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140473 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -19662924.000000 Penalty: 5896.693359
	Iteration 43Q: 3 clusters Score -1.966292e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -19662924.000000 Penalty: 5896.693359
	Iteration 44Q: 3 clusters Score -1.966292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -19662940.000000 Penalty: 5896.693359
	Iteration 45Q: 3 clusters Score -1.966294e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140626 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -19662926.000000 Penalty: 5896.693359
	Iteration 46Q: 3 clusters Score -1.966293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140675 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -19662900.000000 Penalty: 5896.693359
	Iteration 47Q: 3 clusters Score -1.96629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -19662914.000000 Penalty: 5896.693359
	Iteration 48Q: 3 clusters Score -1.966291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140748 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -19662890.000000 Penalty: 5896.693359
	Iteration 49Q: 3 clusters Score -1.966289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140782 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -19662898.000000 Penalty: 5896.693359
	Iteration 50Q: 3 clusters Score -1.96629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -19662898.000000 Penalty: 5896.693359
	Iteration 51Q: 3 clusters Score -1.96629e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140865 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -19662904.000000 Penalty: 5896.693359
	Iteration 52Q: 3 clusters Score -1.96629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140896 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -19662914.000000 Penalty: 5896.693359
	Iteration 53Q: 3 clusters Score -1.966291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -19662932.000000 Penalty: 5896.693359
	Iteration 54Q: 3 clusters Score -1.966293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -19662932.000000 Penalty: 5896.693359
	Iteration 55Q: 3 clusters Score -1.966293e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -19662950.000000 Penalty: 5896.693359
	Iteration 56Q: 3 clusters Score -1.966295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -19662936.000000 Penalty: 5896.693359
	Iteration 57Q: 3 clusters Score -1.966294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -19662930.000000 Penalty: 5896.693359
	Iteration 58Q: 3 clusters Score -1.966293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141072 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19662924.000000 Penalty: 5896.693359
	Iteration 59Q: 3 clusters Score -1.966292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141107 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -19662924.000000 Penalty: 5896.693359
	Iteration 60F: 3 clusters Score -1.966292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141141 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -19662942.000000 Penalty: 5896.693359
	Iteration 61Q: 3 clusters Score -1.966294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -19662964.000000 Penalty: 5896.693359
	Iteration 62Q: 3 clusters Score -1.966296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -19662966.000000 Penalty: 5896.693359
	Iteration 63Q: 3 clusters Score -1.966297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141175 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -19662950.000000 Penalty: 5896.693359
	Iteration 64Q: 3 clusters Score -1.966295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -19662944.000000 Penalty: 5896.693359
	Iteration 65Q: 3 clusters Score -1.966294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19662944.000000 Penalty: 5896.693359
	Iteration 66Q: 3 clusters Score -1.966294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141194 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -19662952.000000 Penalty: 5896.693359
	Iteration 67Q: 3 clusters Score -1.966295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -19662958.000000 Penalty: 5896.693359
	Iteration 68Q: 3 clusters Score -1.966296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -19662962.000000 Penalty: 5896.693359
	Iteration 69Q: 3 clusters Score -1.966296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -19662946.000000 Penalty: 5896.693359
	Iteration 70Q: 3 clusters Score -1.966295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141212 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -19662938.000000 Penalty: 5896.693359
	Iteration 71Q: 3 clusters Score -1.966294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141216 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -19662934.000000 Penalty: 5896.693359
	Iteration 72Q: 3 clusters Score -1.966293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141218 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -19662936.000000 Penalty: 5896.693359
	Iteration 73Q: 3 clusters Score -1.966294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141222 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -19662932.000000 Penalty: 5896.693359
	Iteration 74Q: 3 clusters Score -1.966293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141224 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -19662930.000000 Penalty: 5896.693359
	Iteration 75Q: 3 clusters Score -1.966293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -19662944.000000 Penalty: 5896.693359
	Iteration 76Q: 3 clusters Score -1.966294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -19662944.000000 Penalty: 5896.693359
	Iteration 77Q: 3 clusters Score -1.966294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -19662944.000000 Penalty: 5896.693359
	Iteration 78F: 3 clusters Score -1.966294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Entering Unmasked Estep 
Score: -9171779.000000 Penalty: 2757.558105
	Iteration 0F: 2 clusters Score -9171779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -9126501.000000 Penalty: 5515.116211
	Iteration 0F: 3 clusters Score -9126501 nChanged 31628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -9144006.000000 Penalty: 5515.116211
	Iteration 1F: 3 clusters Score -9144006 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -9144765.000000 Penalty: 5515.116211
	Iteration 2Q: 3 clusters Score -9144765 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -9145676.000000 Penalty: 5515.116211
	Iteration 3Q: 3 clusters Score -9145676 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -9146826.000000 Penalty: 5515.116211
	Iteration 4Q: 3 clusters Score -9146826 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -9148550.000000 Penalty: 5515.116211
	Iteration 5F: 3 clusters Score -9148550 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -9151169.000000 Penalty: 5515.116211
	Iteration 6F: 3 clusters Score -9151169 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -9154325.000000 Penalty: 5515.116211
	Iteration 7F: 3 clusters Score -9154325 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -9158071.000000 Penalty: 5515.116211
	Iteration 8F: 3 clusters Score -9158071 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -9161323.000000 Penalty: 5515.116211
	Iteration 9F: 3 clusters Score -9161323 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -9163330.000000 Penalty: 5515.116211
	Iteration 10Q: 3 clusters Score -9163330 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -9164454.000000 Penalty: 5515.116211
	Iteration 11Q: 3 clusters Score -9164454 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -9165141.000000 Penalty: 5515.116211
	Iteration 12Q: 3 clusters Score -9165141 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -9165699.000000 Penalty: 5515.116211
	Iteration 13Q: 3 clusters Score -9165699 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -9166032.000000 Penalty: 5515.116211
	Iteration 14Q: 3 clusters Score -9166032 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -9166429.000000 Penalty: 5515.116211
	Iteration 15Q: 3 clusters Score -9166429 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -9166800.000000 Penalty: 5515.116211
	Iteration 16Q: 3 clusters Score -9166800 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -9167212.000000 Penalty: 5515.116211
	Iteration 17Q: 3 clusters Score -9167212 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -9167760.000000 Penalty: 5515.116211
	Iteration 18Q: 3 clusters Score -9167760 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -9168472.000000 Penalty: 5515.116211
	Iteration 19Q: 3 clusters Score -9168472 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -9169138.000000 Penalty: 5515.116211
	Iteration 20F: 3 clusters Score -9169138 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -9169747.000000 Penalty: 5515.116211
	Iteration 21Q: 3 clusters Score -9169747 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -9170008.000000 Penalty: 5515.116211
	Iteration 22Q: 3 clusters Score -9170008 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9170130.000000 Penalty: 5515.116211
	Iteration 23Q: 3 clusters Score -9170130 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -9170162.000000 Penalty: 5515.116211
	Iteration 24Q: 3 clusters Score -9170162 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -9170226.000000 Penalty: 5515.116211
	Iteration 25Q: 3 clusters Score -9170226 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -9170243.000000 Penalty: 5515.116211
	Iteration 26Q: 3 clusters Score -9170243 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -9170267.000000 Penalty: 5515.116211
	Iteration 27Q: 3 clusters Score -9170267 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -9170298.000000 Penalty: 5515.116211
	Iteration 28Q: 3 clusters Score -9170298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -9170322.000000 Penalty: 5515.116211
	Iteration 29Q: 3 clusters Score -9170322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -9170342.000000 Penalty: 5515.116211
	Iteration 30Q: 3 clusters Score -9170342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -9170346.000000 Penalty: 5515.116211
	Iteration 31Q: 3 clusters Score -9170346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -9170340.000000 Penalty: 5515.116211
	Iteration 32Q: 3 clusters Score -9170340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -9170353.000000 Penalty: 5515.116211
	Iteration 33Q: 3 clusters Score -9170353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -9170369.000000 Penalty: 5515.116211
	Iteration 34Q: 3 clusters Score -9170369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -9170365.000000 Penalty: 5515.116211
	Iteration 35Q: 3 clusters Score -9170365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -9170363.000000 Penalty: 5515.116211
	Iteration 36Q: 3 clusters Score -9170363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -9170368.000000 Penalty: 5515.116211
	Iteration 37Q: 3 clusters Score -9170368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -9170383.000000 Penalty: 5515.116211
	Iteration 38Q: 3 clusters Score -9170383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -9170365.000000 Penalty: 5515.116211
	Iteration 39Q: 3 clusters Score -9170365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -9170375.000000 Penalty: 5515.116211
	Iteration 40F: 3 clusters Score -9170375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -9170376.000000 Penalty: 5515.116211
	Iteration 41Q: 3 clusters Score -9170376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -9170389.000000 Penalty: 5515.116211
	Iteration 42Q: 3 clusters Score -9170389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -9170380.000000 Penalty: 5515.116211
	Iteration 43Q: 3 clusters Score -9170380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -9170374.000000 Penalty: 5515.116211
	Iteration 44Q: 3 clusters Score -9170374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -9170377.000000 Penalty: 5515.116211
	Iteration 45Q: 3 clusters Score -9170377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -9170380.000000 Penalty: 5515.116211
	Iteration 46Q: 3 clusters Score -9170380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -9170379.000000 Penalty: 5515.116211
	Iteration 47Q: 3 clusters Score -9170379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -9170373.000000 Penalty: 5515.116211
	Iteration 48Q: 3 clusters Score -9170373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -9170369.000000 Penalty: 5515.116211
	Iteration 49Q: 3 clusters Score -9170369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -9170369.000000 Penalty: 5515.116211
	Iteration 50F: 3 clusters Score -9170369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50275.789062 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50275.79 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50460.156250 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50460.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50541.601562 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -50541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50573.972656 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50573.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50590.351562 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50590.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50598.867188 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50598.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50605.066406 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50605.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50607.496094 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -50607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50611.234375 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -50611.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50612.070312 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -50612.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50612.070312 Penalty: 3005.324951
	Iteration 10F: 3 clusters Score -50612.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 146 members 
Entering Unmasked Estep 
Score: -31107.628906 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31107.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31236.193359 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31236.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31277.513672 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31277.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31286.673828 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31286.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31286.673828 Penalty: 2805.372070
	Iteration 4F: 3 clusters Score -31286.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -1354770.375000 Penalty: 2295.791504
	Iteration 0F: 2 clusters Score -1354770 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 5314 members 
Entering Unmasked Estep 
Score: -1346780.375000 Penalty: 4591.583008
	Iteration 0F: 3 clusters Score -1346780 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1349400.875000 Penalty: 4591.583008
	Iteration 1F: 3 clusters Score -1349401 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1350059.000000 Penalty: 4591.583008
	Iteration 2F: 3 clusters Score -1350059 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1350725.125000 Penalty: 4591.583008
	Iteration 3F: 3 clusters Score -1350725 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1351355.500000 Penalty: 4591.583008
	Iteration 4F: 3 clusters Score -1351356 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1351880.875000 Penalty: 4591.583008
	Iteration 5F: 3 clusters Score -1351881 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1352324.625000 Penalty: 4591.583008
	Iteration 6Q: 3 clusters Score -1352325 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1352649.625000 Penalty: 4591.583008
	Iteration 7Q: 3 clusters Score -1352650 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1352842.375000 Penalty: 4591.583008
	Iteration 8Q: 3 clusters Score -1352842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1352957.125000 Penalty: 4591.583008
	Iteration 9Q: 3 clusters Score -1352957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1353018.500000 Penalty: 4591.583008
	Iteration 10Q: 3 clusters Score -1353018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1353056.625000 Penalty: 4591.583008
	Iteration 11Q: 3 clusters Score -1353057 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1353086.500000 Penalty: 4591.583008
	Iteration 12Q: 3 clusters Score -1353086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1353110.250000 Penalty: 4591.583008
	Iteration 13Q: 3 clusters Score -1353110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1353134.125000 Penalty: 4591.583008
	Iteration 14Q: 3 clusters Score -1353134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1353153.125000 Penalty: 4591.583008
	Iteration 15Q: 3 clusters Score -1353153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1353177.125000 Penalty: 4591.583008
	Iteration 16Q: 3 clusters Score -1353177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1353204.625000 Penalty: 4591.583008
	Iteration 17Q: 3 clusters Score -1353205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1353244.500000 Penalty: 4591.583008
	Iteration 18Q: 3 clusters Score -1353244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1353270.625000 Penalty: 4591.583008
	Iteration 19Q: 3 clusters Score -1353271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1353326.750000 Penalty: 4591.583008
	Iteration 20F: 3 clusters Score -1353327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1353385.875000 Penalty: 4591.583008
	Iteration 21Q: 3 clusters Score -1353386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1353452.125000 Penalty: 4591.583008
	Iteration 22Q: 3 clusters Score -1353452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1353502.375000 Penalty: 4591.583008
	Iteration 23Q: 3 clusters Score -1353502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1353553.500000 Penalty: 4591.583008
	Iteration 24Q: 3 clusters Score -1353554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1353611.125000 Penalty: 4591.583008
	Iteration 25Q: 3 clusters Score -1353611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1353665.000000 Penalty: 4591.583008
	Iteration 26Q: 3 clusters Score -1353665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1353723.750000 Penalty: 4591.583008
	Iteration 27Q: 3 clusters Score -1353724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1353774.250000 Penalty: 4591.583008
	Iteration 28Q: 3 clusters Score -1353774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1353803.875000 Penalty: 4591.583008
	Iteration 29Q: 3 clusters Score -1353804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1353821.375000 Penalty: 4591.583008
	Iteration 30Q: 3 clusters Score -1353821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1353832.250000 Penalty: 4591.583008
	Iteration 31Q: 3 clusters Score -1353832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1353840.500000 Penalty: 4591.583008
	Iteration 32Q: 3 clusters Score -1353840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1353848.875000 Penalty: 4591.583008
	Iteration 33Q: 3 clusters Score -1353849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1353856.125000 Penalty: 4591.583008
	Iteration 34Q: 3 clusters Score -1353856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1353857.750000 Penalty: 4591.583008
	Iteration 35Q: 3 clusters Score -1353858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1353861.125000 Penalty: 4591.583008
	Iteration 36Q: 3 clusters Score -1353861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1353860.000000 Penalty: 4591.583008
	Iteration 37Q: 3 clusters Score -1353860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1353860.750000 Penalty: 4591.583008
	Iteration 38Q: 3 clusters Score -1353861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1353863.125000 Penalty: 4591.583008
	Iteration 39Q: 3 clusters Score -1353863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1353866.500000 Penalty: 4591.583008
	Iteration 40F: 3 clusters Score -1353866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1353866.125000 Penalty: 4591.583008
	Iteration 41Q: 3 clusters Score -1353866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1353866.125000 Penalty: 4591.583008
	Iteration 42F: 3 clusters Score -1353866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47906.937500 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -47906.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46545.894531 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -46545.89 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46821.195312 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -46821.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46922.042969 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -46922.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47040.472656 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -47040.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47175.917969 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -47175.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47486.839844 Penalty: 3081.452637
	Iteration 5F: 3 clusters Score -47486.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47799.027344 Penalty: 3081.452637
	Iteration 6F: 3 clusters Score -47799.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47971.171875 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -47971.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -48044.304688 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -48044.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48120.503906 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -48120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48145.027344 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -48145.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48160.062500 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -48160.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48160.062500 Penalty: 3081.452637
	Iteration 12F: 3 clusters Score -48160.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39194 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 80262 members 
Mstep: Class 12 contains 145582 members 
Mstep: Class 13 contains 67453 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 71 members 
Mstep: Class 18 contains 161705 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203192 members 
Mstep: Class 22 contains 30733 members 
Mstep: Class 23 contains 138569 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 240 members 
Mstep: Class 27 contains 428 members 
Entering Unmasked Estep 
Score: -126430816.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126432176.000000 to -126430816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (161705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Entering Unmasked Estep 
Score: -21900250.000000 Penalty: 2974.395264
	Iteration 0F: 2 clusters Score -2.190025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -21795400.000000 Penalty: 5948.790527
	Iteration 0F: 3 clusters Score -2.17954e+07 nChanged 77226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -21841038.000000 Penalty: 5948.790527
	Iteration 1F: 3 clusters Score -2.184104e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -21843302.000000 Penalty: 5948.790527
	Iteration 2Q: 3 clusters Score -2.18433e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -21846680.000000 Penalty: 5948.790527
	Iteration 3Q: 3 clusters Score -2.184668e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -21851386.000000 Penalty: 5948.790527
	Iteration 4F: 3 clusters Score -2.185139e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -21858372.000000 Penalty: 5948.790527
	Iteration 5F: 3 clusters Score -2.185837e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -21866506.000000 Penalty: 5948.790527
	Iteration 6F: 3 clusters Score -2.186651e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -21875324.000000 Penalty: 5948.790527
	Iteration 7F: 3 clusters Score -2.187532e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -21881704.000000 Penalty: 5948.790527
	Iteration 8F: 3 clusters Score -2.18817e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -21885376.000000 Penalty: 5948.790527
	Iteration 9Q: 3 clusters Score -2.188538e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123091 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -21887240.000000 Penalty: 5948.790527
	Iteration 10Q: 3 clusters Score -2.188724e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -21888658.000000 Penalty: 5948.790527
	Iteration 11Q: 3 clusters Score -2.188866e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -21890118.000000 Penalty: 5948.790527
	Iteration 12Q: 3 clusters Score -2.189012e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130775 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -21891842.000000 Penalty: 5948.790527
	Iteration 13Q: 3 clusters Score -2.189184e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132799 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -21893236.000000 Penalty: 5948.790527
	Iteration 14Q: 3 clusters Score -2.189324e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -21894432.000000 Penalty: 5948.790527
	Iteration 15Q: 3 clusters Score -2.189443e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -21895372.000000 Penalty: 5948.790527
	Iteration 16Q: 3 clusters Score -2.189537e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -21896058.000000 Penalty: 5948.790527
	Iteration 17Q: 3 clusters Score -2.189606e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -21896424.000000 Penalty: 5948.790527
	Iteration 18Q: 3 clusters Score -2.189642e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -21896752.000000 Penalty: 5948.790527
	Iteration 19Q: 3 clusters Score -2.189675e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -21897016.000000 Penalty: 5948.790527
	Iteration 20F: 3 clusters Score -2.189702e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -21897110.000000 Penalty: 5948.790527
	Iteration 21Q: 3 clusters Score -2.189711e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -21897234.000000 Penalty: 5948.790527
	Iteration 22Q: 3 clusters Score -2.189723e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -21897344.000000 Penalty: 5948.790527
	Iteration 23Q: 3 clusters Score -2.189734e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -21897362.000000 Penalty: 5948.790527
	Iteration 24Q: 3 clusters Score -2.189736e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142824 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -21897396.000000 Penalty: 5948.790527
	Iteration 25Q: 3 clusters Score -2.18974e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143148 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -21897440.000000 Penalty: 5948.790527
	Iteration 26Q: 3 clusters Score -2.189744e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143468 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -21897518.000000 Penalty: 5948.790527
	Iteration 27Q: 3 clusters Score -2.189752e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143770 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -21897566.000000 Penalty: 5948.790527
	Iteration 28Q: 3 clusters Score -2.189757e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -21897600.000000 Penalty: 5948.790527
	Iteration 29Q: 3 clusters Score -2.18976e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -21897656.000000 Penalty: 5948.790527
	Iteration 30Q: 3 clusters Score -2.189766e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144621 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -21897618.000000 Penalty: 5948.790527
	Iteration 31Q: 3 clusters Score -2.189762e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -21897686.000000 Penalty: 5948.790527
	Iteration 32Q: 3 clusters Score -2.189769e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145095 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -21897696.000000 Penalty: 5948.790527
	Iteration 33Q: 3 clusters Score -2.18977e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145301 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -21897744.000000 Penalty: 5948.790527
	Iteration 34Q: 3 clusters Score -2.189774e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145500 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -21897772.000000 Penalty: 5948.790527
	Iteration 35Q: 3 clusters Score -2.189777e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145711 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -21897772.000000 Penalty: 5948.790527
	Iteration 36Q: 3 clusters Score -2.189777e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -21897794.000000 Penalty: 5948.790527
	Iteration 37Q: 3 clusters Score -2.189779e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146074 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -21897792.000000 Penalty: 5948.790527
	Iteration 38Q: 3 clusters Score -2.189779e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -21897810.000000 Penalty: 5948.790527
	Iteration 39Q: 3 clusters Score -2.189781e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146418 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -21897866.000000 Penalty: 5948.790527
	Iteration 40F: 3 clusters Score -2.189787e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146577 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -21897832.000000 Penalty: 5948.790527
	Iteration 41Q: 3 clusters Score -2.189783e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -21897764.000000 Penalty: 5948.790527
	Iteration 42Q: 3 clusters Score -2.189776e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -21897800.000000 Penalty: 5948.790527
	Iteration 43Q: 3 clusters Score -2.18978e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147015 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -21897792.000000 Penalty: 5948.790527
	Iteration 44Q: 3 clusters Score -2.189779e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -21897786.000000 Penalty: 5948.790527
	Iteration 45Q: 3 clusters Score -2.189779e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -21897800.000000 Penalty: 5948.790527
	Iteration 46Q: 3 clusters Score -2.18978e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -21897800.000000 Penalty: 5948.790527
	Iteration 47Q: 3 clusters Score -2.18978e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -21897786.000000 Penalty: 5948.790527
	Iteration 48Q: 3 clusters Score -2.189779e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -21897784.000000 Penalty: 5948.790527
	Iteration 49Q: 3 clusters Score -2.189778e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147633 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -21897780.000000 Penalty: 5948.790527
	Iteration 50Q: 3 clusters Score -2.189778e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -21897838.000000 Penalty: 5948.790527
	Iteration 51Q: 3 clusters Score -2.189784e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -21897840.000000 Penalty: 5948.790527
	Iteration 52Q: 3 clusters Score -2.189784e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -21897832.000000 Penalty: 5948.790527
	Iteration 53Q: 3 clusters Score -2.189783e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -21897846.000000 Penalty: 5948.790527
	Iteration 54Q: 3 clusters Score -2.189785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -21897828.000000 Penalty: 5948.790527
	Iteration 55Q: 3 clusters Score -2.189783e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -21897866.000000 Penalty: 5948.790527
	Iteration 56Q: 3 clusters Score -2.189787e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148086 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -21897852.000000 Penalty: 5948.790527
	Iteration 57Q: 3 clusters Score -2.189785e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -21897872.000000 Penalty: 5948.790527
	Iteration 58Q: 3 clusters Score -2.189787e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148208 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -21897870.000000 Penalty: 5948.790527
	Iteration 59Q: 3 clusters Score -2.189787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -21897854.000000 Penalty: 5948.790527
	Iteration 60F: 3 clusters Score -2.189785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148330 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -21897844.000000 Penalty: 5948.790527
	Iteration 61Q: 3 clusters Score -2.189784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -21897838.000000 Penalty: 5948.790527
	Iteration 62Q: 3 clusters Score -2.189784e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -21897860.000000 Penalty: 5948.790527
	Iteration 63Q: 3 clusters Score -2.189786e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148502 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -21897844.000000 Penalty: 5948.790527
	Iteration 64Q: 3 clusters Score -2.189784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -21897828.000000 Penalty: 5948.790527
	Iteration 65Q: 3 clusters Score -2.189783e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -21897826.000000 Penalty: 5948.790527
	Iteration 66Q: 3 clusters Score -2.189783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -21897872.000000 Penalty: 5948.790527
	Iteration 67Q: 3 clusters Score -2.189787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -21897856.000000 Penalty: 5948.790527
	Iteration 68Q: 3 clusters Score -2.189786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -21897888.000000 Penalty: 5948.790527
	Iteration 69Q: 3 clusters Score -2.189789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -21897870.000000 Penalty: 5948.790527
	Iteration 70Q: 3 clusters Score -2.189787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148745 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -21897844.000000 Penalty: 5948.790527
	Iteration 71Q: 3 clusters Score -2.189784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -21897858.000000 Penalty: 5948.790527
	Iteration 72Q: 3 clusters Score -2.189786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -21897846.000000 Penalty: 5948.790527
	Iteration 73Q: 3 clusters Score -2.189785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -21897844.000000 Penalty: 5948.790527
	Iteration 74Q: 3 clusters Score -2.189784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148796 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -21897828.000000 Penalty: 5948.790527
	Iteration 75Q: 3 clusters Score -2.189783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -21897842.000000 Penalty: 5948.790527
	Iteration 76Q: 3 clusters Score -2.189784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -21897848.000000 Penalty: 5948.790527
	Iteration 77Q: 3 clusters Score -2.189785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -21897870.000000 Penalty: 5948.790527
	Iteration 78Q: 3 clusters Score -2.189787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -21897884.000000 Penalty: 5948.790527
	Iteration 79Q: 3 clusters Score -2.189788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -21897884.000000 Penalty: 5948.790527
	Iteration 80F: 3 clusters Score -2.189788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148947 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -21897858.000000 Penalty: 5948.790527
	Iteration 81Q: 3 clusters Score -2.189786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -21897864.000000 Penalty: 5948.790527
	Iteration 82Q: 3 clusters Score -2.189786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -21897874.000000 Penalty: 5948.790527
	Iteration 83Q: 3 clusters Score -2.189787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -21897862.000000 Penalty: 5948.790527
	Iteration 84Q: 3 clusters Score -2.189786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149096 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -21897874.000000 Penalty: 5948.790527
	Iteration 85Q: 3 clusters Score -2.189787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149126 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -21897862.000000 Penalty: 5948.790527
	Iteration 86Q: 3 clusters Score -2.189786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149151 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -21897884.000000 Penalty: 5948.790527
	Iteration 87Q: 3 clusters Score -2.189788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -21897896.000000 Penalty: 5948.790527
	Iteration 88Q: 3 clusters Score -2.18979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149201 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -21897872.000000 Penalty: 5948.790527
	Iteration 89Q: 3 clusters Score -2.189787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -21897882.000000 Penalty: 5948.790527
	Iteration 90Q: 3 clusters Score -2.189788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149238 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -21897872.000000 Penalty: 5948.790527
	Iteration 91Q: 3 clusters Score -2.189787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149254 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -21897856.000000 Penalty: 5948.790527
	Iteration 92Q: 3 clusters Score -2.189786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149269 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -21897866.000000 Penalty: 5948.790527
	Iteration 93Q: 3 clusters Score -2.189787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149281 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -21897876.000000 Penalty: 5948.790527
	Iteration 94Q: 3 clusters Score -2.189788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149294 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -21897860.000000 Penalty: 5948.790527
	Iteration 95Q: 3 clusters Score -2.189786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149301 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -21897862.000000 Penalty: 5948.790527
	Iteration 96Q: 3 clusters Score -2.189786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -21897864.000000 Penalty: 5948.790527
	Iteration 97Q: 3 clusters Score -2.189786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -21897880.000000 Penalty: 5948.790527
	Iteration 98Q: 3 clusters Score -2.189788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -21897876.000000 Penalty: 5948.790527
	Iteration 99Q: 3 clusters Score -2.189788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -21897876.000000 Penalty: 5948.790527
	Iteration 100F: 3 clusters Score -2.189788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -21897878.000000 Penalty: 5948.790527
	Iteration 101Q: 3 clusters Score -2.189788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -21897878.000000 Penalty: 5948.790527
	Iteration 102Q: 3 clusters Score -2.189788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -21897866.000000 Penalty: 5948.790527
	Iteration 103Q: 3 clusters Score -2.189787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -21897858.000000 Penalty: 5948.790527
	Iteration 104Q: 3 clusters Score -2.189786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149362 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -21897854.000000 Penalty: 5948.790527
	Iteration 105Q: 3 clusters Score -2.189785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -21897852.000000 Penalty: 5948.790527
	Iteration 106Q: 3 clusters Score -2.189785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -21897846.000000 Penalty: 5948.790527
	Iteration 107Q: 3 clusters Score -2.189785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -21897818.000000 Penalty: 5948.790527
	Iteration 108Q: 3 clusters Score -2.189782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -21897826.000000 Penalty: 5948.790527
	Iteration 109Q: 3 clusters Score -2.189783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149439 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -21897838.000000 Penalty: 5948.790527
	Iteration 110Q: 3 clusters Score -2.189784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -21897832.000000 Penalty: 5948.790527
	Iteration 111Q: 3 clusters Score -2.189783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -21897822.000000 Penalty: 5948.790527
	Iteration 112Q: 3 clusters Score -2.189782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -21897850.000000 Penalty: 5948.790527
	Iteration 113Q: 3 clusters Score -2.189785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -21897850.000000 Penalty: 5948.790527
	Iteration 114Q: 3 clusters Score -2.189785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149530 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -21897868.000000 Penalty: 5948.790527
	Iteration 115Q: 3 clusters Score -2.189787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -21897886.000000 Penalty: 5948.790527
	Iteration 116Q: 3 clusters Score -2.189789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -21897900.000000 Penalty: 5948.790527
	Iteration 117Q: 3 clusters Score -2.18979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149592 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -21897906.000000 Penalty: 5948.790527
	Iteration 118Q: 3 clusters Score -2.189791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149610 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -21897912.000000 Penalty: 5948.790527
	Iteration 119Q: 3 clusters Score -2.189791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -21897922.000000 Penalty: 5948.790527
	Iteration 120F: 3 clusters Score -2.189792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149628 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -21897912.000000 Penalty: 5948.790527
	Iteration 121Q: 3 clusters Score -2.189791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -21897910.000000 Penalty: 5948.790527
	Iteration 122Q: 3 clusters Score -2.189791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149644 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -21897908.000000 Penalty: 5948.790527
	Iteration 123Q: 3 clusters Score -2.189791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149649 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -21897922.000000 Penalty: 5948.790527
	Iteration 124Q: 3 clusters Score -2.189792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -21897936.000000 Penalty: 5948.790527
	Iteration 125Q: 3 clusters Score -2.189794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149669 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -21897930.000000 Penalty: 5948.790527
	Iteration 126Q: 3 clusters Score -2.189793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -21897938.000000 Penalty: 5948.790527
	Iteration 127Q: 3 clusters Score -2.189794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -21897952.000000 Penalty: 5948.790527
	Iteration 128Q: 3 clusters Score -2.189795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -21897954.000000 Penalty: 5948.790527
	Iteration 129Q: 3 clusters Score -2.189795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149706 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -21897930.000000 Penalty: 5948.790527
	Iteration 130Q: 3 clusters Score -2.189793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -21897914.000000 Penalty: 5948.790527
	Iteration 131Q: 3 clusters Score -2.189791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -21897896.000000 Penalty: 5948.790527
	Iteration 132Q: 3 clusters Score -2.18979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -21897908.000000 Penalty: 5948.790527
	Iteration 133Q: 3 clusters Score -2.189791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -21897914.000000 Penalty: 5948.790527
	Iteration 134Q: 3 clusters Score -2.189791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -21897904.000000 Penalty: 5948.790527
	Iteration 135Q: 3 clusters Score -2.18979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149771 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -21897916.000000 Penalty: 5948.790527
	Iteration 136Q: 3 clusters Score -2.189792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -21897918.000000 Penalty: 5948.790527
	Iteration 137Q: 3 clusters Score -2.189792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149790 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -21897920.000000 Penalty: 5948.790527
	Iteration 138Q: 3 clusters Score -2.189792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149797 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -21897918.000000 Penalty: 5948.790527
	Iteration 139Q: 3 clusters Score -2.189792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -21897922.000000 Penalty: 5948.790527
	Iteration 140F: 3 clusters Score -2.189792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -21897938.000000 Penalty: 5948.790527
	Iteration 141Q: 3 clusters Score -2.189794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149825 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -21897930.000000 Penalty: 5948.790527
	Iteration 142Q: 3 clusters Score -2.189793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -21897920.000000 Penalty: 5948.790527
	Iteration 143Q: 3 clusters Score -2.189792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -21897928.000000 Penalty: 5948.790527
	Iteration 144Q: 3 clusters Score -2.189793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -21897934.000000 Penalty: 5948.790527
	Iteration 145Q: 3 clusters Score -2.189793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -21897930.000000 Penalty: 5948.790527
	Iteration 146Q: 3 clusters Score -2.189793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -21897928.000000 Penalty: 5948.790527
	Iteration 147Q: 3 clusters Score -2.189793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -21897930.000000 Penalty: 5948.790527
	Iteration 148Q: 3 clusters Score -2.189793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -21897922.000000 Penalty: 5948.790527
	Iteration 149Q: 3 clusters Score -2.189792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -21897922.000000 Penalty: 5948.790527
	Iteration 150F: 3 clusters Score -2.189792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -53198.156250 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -53198.16 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 219 members 
Entering Unmasked Estep 
Score: -51785.140625 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -51785.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51908.050781 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -51908.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51953.917969 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -51953.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51966.027344 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -51966.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51978.757812 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -51978.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51984.226562 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51984.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51986.730469 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -51986.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51988.839844 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -51988.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51988.839844 Penalty: 2993.598877
	Iteration 8F: 3 clusters Score -51988.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33013.648438 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33013.65 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 146 members 
Entering Unmasked Estep 
Score: -31754.000000 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31866.078125 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31866.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31917.412109 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -31917.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31952.984375 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31952.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32006.902344 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32087.400391 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32126.015625 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32126.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32189.798828 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32189.8 nChanged 4
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: -32248.005859 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32248.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32306.271484 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32306.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32369.132812 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32369.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32376.041016 Penalty: 2827.420166
	Iteration 11Q: 3 clusters Score -32376.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32380.367188 Penalty: 2827.420166
	Iteration 12Q: 3 clusters Score -32380.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32382.140625 Penalty: 2827.420166
	Iteration 13Q: 3 clusters Score -32382.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32474.642578 Penalty: 2827.420166
	Iteration 14Q: 3 clusters Score -32474.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32510.060547 Penalty: 2827.420166
	Iteration 15Q: 3 clusters Score -32510.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32524.488281 Penalty: 2827.420166
	Iteration 16Q: 3 clusters Score -32524.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32547.160156 Penalty: 2827.420166
	Iteration 17Q: 3 clusters Score -32547.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32603.509766 Penalty: 2827.420166
	Iteration 18Q: 3 clusters Score -32603.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32651.417969 Penalty: 2827.420166
	Iteration 19Q: 3 clusters Score -32651.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32668.371094 Penalty: 2827.420166
	Iteration 20F: 3 clusters Score -32668.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32675.076172 Penalty: 2827.420166
	Iteration 21Q: 3 clusters Score -32675.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32675.076172 Penalty: 2827.420166
	Iteration 22F: 3 clusters Score -32675.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (203192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203192 members 
Entering Unmasked Estep 
Score: -27574352.000000 Penalty: 3031.032959
	Iteration 0F: 2 clusters Score -2.757435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -27445926.000000 Penalty: 6062.065918
	Iteration 0F: 3 clusters Score -2.744593e+07 nChanged 97613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -27502790.000000 Penalty: 6062.065918
	Iteration 1F: 3 clusters Score -2.750279e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -27503746.000000 Penalty: 6062.065918
	Iteration 2Q: 3 clusters Score -2.750375e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -27504862.000000 Penalty: 6062.065918
	Iteration 3Q: 3 clusters Score -2.750486e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -27506264.000000 Penalty: 6062.065918
	Iteration 4Q: 3 clusters Score -2.750626e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103207 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -27507850.000000 Penalty: 6062.065918
	Iteration 5Q: 3 clusters Score -2.750785e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -27510102.000000 Penalty: 6062.065918
	Iteration 6Q: 3 clusters Score -2.75101e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -27513202.000000 Penalty: 6062.065918
	Iteration 7Q: 3 clusters Score -2.75132e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -27518224.000000 Penalty: 6062.065918
	Iteration 8Q: 3 clusters Score -2.751822e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -27526168.000000 Penalty: 6062.065918
	Iteration 9F: 3 clusters Score -2.752617e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -27535198.000000 Penalty: 6062.065918
	Iteration 10F: 3 clusters Score -2.75352e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -27541386.000000 Penalty: 6062.065918
	Iteration 11F: 3 clusters Score -2.754139e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -27544142.000000 Penalty: 6062.065918
	Iteration 12Q: 3 clusters Score -2.754414e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118787 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -27544918.000000 Penalty: 6062.065918
	Iteration 13Q: 3 clusters Score -2.754492e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -27545328.000000 Penalty: 6062.065918
	Iteration 14Q: 3 clusters Score -2.754533e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -27545636.000000 Penalty: 6062.065918
	Iteration 15Q: 3 clusters Score -2.754564e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124849 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -27546238.000000 Penalty: 6062.065918
	Iteration 16Q: 3 clusters Score -2.754624e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127288 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -27546754.000000 Penalty: 6062.065918
	Iteration 17Q: 3 clusters Score -2.754675e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129993 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -27547184.000000 Penalty: 6062.065918
	Iteration 18Q: 3 clusters Score -2.754718e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -27547852.000000 Penalty: 6062.065918
	Iteration 19Q: 3 clusters Score -2.754785e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -27548650.000000 Penalty: 6062.065918
	Iteration 20F: 3 clusters Score -2.754865e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -27549596.000000 Penalty: 6062.065918
	Iteration 21Q: 3 clusters Score -2.75496e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -27550788.000000 Penalty: 6062.065918
	Iteration 22Q: 3 clusters Score -2.755079e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -27552120.000000 Penalty: 6062.065918
	Iteration 23Q: 3 clusters Score -2.755212e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151676 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -27553502.000000 Penalty: 6062.065918
	Iteration 24Q: 3 clusters Score -2.75535e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -27554906.000000 Penalty: 6062.065918
	Iteration 25Q: 3 clusters Score -2.755491e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -27556338.000000 Penalty: 6062.065918
	Iteration 26Q: 3 clusters Score -2.755634e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -27557790.000000 Penalty: 6062.065918
	Iteration 27Q: 3 clusters Score -2.755779e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -27559296.000000 Penalty: 6062.065918
	Iteration 28Q: 3 clusters Score -2.75593e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -27560720.000000 Penalty: 6062.065918
	Iteration 29Q: 3 clusters Score -2.756072e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -27561864.000000 Penalty: 6062.065918
	Iteration 30Q: 3 clusters Score -2.756186e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179753 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -27563120.000000 Penalty: 6062.065918
	Iteration 31Q: 3 clusters Score -2.756312e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183111 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -27564278.000000 Penalty: 6062.065918
	Iteration 32Q: 3 clusters Score -2.756428e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186145 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -27565638.000000 Penalty: 6062.065918
	Iteration 33Q: 3 clusters Score -2.756564e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188953 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -27566768.000000 Penalty: 6062.065918
	Iteration 34Q: 3 clusters Score -2.756677e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191550 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -27567810.000000 Penalty: 6062.065918
	Iteration 35Q: 3 clusters Score -2.756781e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -27568798.000000 Penalty: 6062.065918
	Iteration 36Q: 3 clusters Score -2.75688e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195672 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -27569240.000000 Penalty: 6062.065918
	Iteration 37Q: 3 clusters Score -2.756924e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -27569756.000000 Penalty: 6062.065918
	Iteration 38Q: 3 clusters Score -2.756976e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198547 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -27570032.000000 Penalty: 6062.065918
	Iteration 39Q: 3 clusters Score -2.757003e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199601 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -27570628.000000 Penalty: 6062.065918
	Iteration 40F: 3 clusters Score -2.757063e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200596 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -27571080.000000 Penalty: 6062.065918
	Iteration 41Q: 3 clusters Score -2.757108e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201310 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -27571228.000000 Penalty: 6062.065918
	Iteration 42Q: 3 clusters Score -2.757123e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201820 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -27571420.000000 Penalty: 6062.065918
	Iteration 43Q: 3 clusters Score -2.757142e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -27571520.000000 Penalty: 6062.065918
	Iteration 44Q: 3 clusters Score -2.757152e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202372 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -27571650.000000 Penalty: 6062.065918
	Iteration 45Q: 3 clusters Score -2.757165e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -27571682.000000 Penalty: 6062.065918
	Iteration 46Q: 3 clusters Score -2.757168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -27571708.000000 Penalty: 6062.065918
	Iteration 47Q: 3 clusters Score -2.757171e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202647 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -27571716.000000 Penalty: 6062.065918
	Iteration 48Q: 3 clusters Score -2.757172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202693 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -27571712.000000 Penalty: 6062.065918
	Iteration 49Q: 3 clusters Score -2.757171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202714 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27571692.000000 Penalty: 6062.065918
	Iteration 50Q: 3 clusters Score -2.757169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27571694.000000 Penalty: 6062.065918
	Iteration 51Q: 3 clusters Score -2.757169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202737 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27571712.000000 Penalty: 6062.065918
	Iteration 52Q: 3 clusters Score -2.757171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202750 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27571728.000000 Penalty: 6062.065918
	Iteration 53Q: 3 clusters Score -2.757173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202755 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -27571720.000000 Penalty: 6062.065918
	Iteration 54Q: 3 clusters Score -2.757172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202760 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -27571748.000000 Penalty: 6062.065918
	Iteration 55Q: 3 clusters Score -2.757175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202763 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -27571734.000000 Penalty: 6062.065918
	Iteration 56Q: 3 clusters Score -2.757173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202764 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -27571732.000000 Penalty: 6062.065918
	Iteration 57Q: 3 clusters Score -2.757173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202765 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -27571722.000000 Penalty: 6062.065918
	Iteration 58Q: 3 clusters Score -2.757172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202766 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27571726.000000 Penalty: 6062.065918
	Iteration 59Q: 3 clusters Score -2.757173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202767 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27571724.000000 Penalty: 6062.065918
	Iteration 60F: 3 clusters Score -2.757172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27571724.000000 Penalty: 6062.065918
	Iteration 61Q: 3 clusters Score -2.757172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27571724.000000 Penalty: 6062.065918
	Iteration 62F: 3 clusters Score -2.757172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Entering Unmasked Estep 
Score: -4003414.750000 Penalty: 2562.606934
	Iteration 0F: 2 clusters Score -4003415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3982366.000000 Penalty: 5125.213867
	Iteration 0F: 3 clusters Score -3982366 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3989942.000000 Penalty: 5125.213867
	Iteration 1F: 3 clusters Score -3989942 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3990529.500000 Penalty: 5125.213867
	Iteration 2F: 3 clusters Score -3990530 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3991071.250000 Penalty: 5125.213867
	Iteration 3Q: 3 clusters Score -3991071 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3991665.250000 Penalty: 5125.213867
	Iteration 4Q: 3 clusters Score -3991665 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3992403.500000 Penalty: 5125.213867
	Iteration 5Q: 3 clusters Score -3992404 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3993400.000000 Penalty: 5125.213867
	Iteration 6F: 3 clusters Score -3993400 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3994724.250000 Penalty: 5125.213867
	Iteration 7F: 3 clusters Score -3994724 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3996295.000000 Penalty: 5125.213867
	Iteration 8F: 3 clusters Score -3996295 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3997736.000000 Penalty: 5125.213867
	Iteration 9F: 3 clusters Score -3997736 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3998904.000000 Penalty: 5125.213867
	Iteration 10Q: 3 clusters Score -3998904 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3999748.500000 Penalty: 5125.213867
	Iteration 11Q: 3 clusters Score -3999748 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4000446.750000 Penalty: 5125.213867
	Iteration 12Q: 3 clusters Score -4000447 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4000898.250000 Penalty: 5125.213867
	Iteration 13Q: 3 clusters Score -4000898 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4001182.250000 Penalty: 5125.213867
	Iteration 14Q: 3 clusters Score -4001182 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4001417.750000 Penalty: 5125.213867
	Iteration 15Q: 3 clusters Score -4001418 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4001576.000000 Penalty: 5125.213867
	Iteration 16Q: 3 clusters Score -4001576 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4001717.250000 Penalty: 5125.213867
	Iteration 17Q: 3 clusters Score -4001717 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4001777.000000 Penalty: 5125.213867
	Iteration 18Q: 3 clusters Score -4001777 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4001876.000000 Penalty: 5125.213867
	Iteration 19Q: 3 clusters Score -4001876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -4001961.250000 Penalty: 5125.213867
	Iteration 20F: 3 clusters Score -4001961 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4002018.250000 Penalty: 5125.213867
	Iteration 21Q: 3 clusters Score -4002018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -4002103.250000 Penalty: 5125.213867
	Iteration 22Q: 3 clusters Score -4002103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4002185.250000 Penalty: 5125.213867
	Iteration 23Q: 3 clusters Score -4002185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4002247.500000 Penalty: 5125.213867
	Iteration 24Q: 3 clusters Score -4002248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4002306.500000 Penalty: 5125.213867
	Iteration 25Q: 3 clusters Score -4002306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4002336.750000 Penalty: 5125.213867
	Iteration 26Q: 3 clusters Score -4002337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4002367.000000 Penalty: 5125.213867
	Iteration 27Q: 3 clusters Score -4002367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4002387.000000 Penalty: 5125.213867
	Iteration 28Q: 3 clusters Score -4002387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4002403.750000 Penalty: 5125.213867
	Iteration 29Q: 3 clusters Score -4002404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4002414.000000 Penalty: 5125.213867
	Iteration 30Q: 3 clusters Score -4002414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -4002427.500000 Penalty: 5125.213867
	Iteration 31Q: 3 clusters Score -4002428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4002443.000000 Penalty: 5125.213867
	Iteration 32Q: 3 clusters Score -4002443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -4002456.250000 Penalty: 5125.213867
	Iteration 33Q: 3 clusters Score -4002456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4002460.000000 Penalty: 5125.213867
	Iteration 34Q: 3 clusters Score -4002460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4002464.500000 Penalty: 5125.213867
	Iteration 35Q: 3 clusters Score -4002464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4002475.500000 Penalty: 5125.213867
	Iteration 36Q: 3 clusters Score -4002476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4002485.000000 Penalty: 5125.213867
	Iteration 37Q: 3 clusters Score -4002485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4002482.250000 Penalty: 5125.213867
	Iteration 38Q: 3 clusters Score -4002482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4002488.500000 Penalty: 5125.213867
	Iteration 39Q: 3 clusters Score -4002488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4002493.000000 Penalty: 5125.213867
	Iteration 40F: 3 clusters Score -4002493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4002495.000000 Penalty: 5125.213867
	Iteration 41Q: 3 clusters Score -4002495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4002496.750000 Penalty: 5125.213867
	Iteration 42Q: 3 clusters Score -4002497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4002503.500000 Penalty: 5125.213867
	Iteration 43Q: 3 clusters Score -4002504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4002510.500000 Penalty: 5125.213867
	Iteration 44Q: 3 clusters Score -4002510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4002508.000000 Penalty: 5125.213867
	Iteration 45Q: 3 clusters Score -4002508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4002508.750000 Penalty: 5125.213867
	Iteration 46Q: 3 clusters Score -4002509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4002511.500000 Penalty: 5125.213867
	Iteration 47Q: 3 clusters Score -4002512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4002516.000000 Penalty: 5125.213867
	Iteration 48Q: 3 clusters Score -4002516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4002515.250000 Penalty: 5125.213867
	Iteration 49Q: 3 clusters Score -4002515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4002515.750000 Penalty: 5125.213867
	Iteration 50Q: 3 clusters Score -4002516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4002515.250000 Penalty: 5125.213867
	Iteration 51Q: 3 clusters Score -4002515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4002518.750000 Penalty: 5125.213867
	Iteration 52Q: 3 clusters Score -4002519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4002520.500000 Penalty: 5125.213867
	Iteration 53Q: 3 clusters Score -4002520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4002519.250000 Penalty: 5125.213867
	Iteration 54Q: 3 clusters Score -4002519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4002519.250000 Penalty: 5125.213867
	Iteration 55F: 3 clusters Score -4002519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (138569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Entering Unmasked Estep 
Score: -18754506.000000 Penalty: 2936.102783
	Iteration 0F: 2 clusters Score -1.875451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -18662240.000000 Penalty: 5872.205566
	Iteration 0F: 3 clusters Score -1.866224e+07 nChanged 65885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -18700396.000000 Penalty: 5872.205566
	Iteration 1F: 3 clusters Score -1.87004e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -18701016.000000 Penalty: 5872.205566
	Iteration 2Q: 3 clusters Score -1.870102e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -18701808.000000 Penalty: 5872.205566
	Iteration 3Q: 3 clusters Score -1.870181e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -18702632.000000 Penalty: 5872.205566
	Iteration 4Q: 3 clusters Score -1.870263e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -18703602.000000 Penalty: 5872.205566
	Iteration 5Q: 3 clusters Score -1.87036e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -18705412.000000 Penalty: 5872.205566
	Iteration 6Q: 3 clusters Score -1.870541e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -18708604.000000 Penalty: 5872.205566
	Iteration 7Q: 3 clusters Score -1.87086e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -18714152.000000 Penalty: 5872.205566
	Iteration 8F: 3 clusters Score -1.871415e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -18721518.000000 Penalty: 5872.205566
	Iteration 9F: 3 clusters Score -1.872152e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -18728926.000000 Penalty: 5872.205566
	Iteration 10F: 3 clusters Score -1.872893e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -18733312.000000 Penalty: 5872.205566
	Iteration 11F: 3 clusters Score -1.873331e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -18735536.000000 Penalty: 5872.205566
	Iteration 12Q: 3 clusters Score -1.873554e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -18736466.000000 Penalty: 5872.205566
	Iteration 13Q: 3 clusters Score -1.873647e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -18737376.000000 Penalty: 5872.205566
	Iteration 14Q: 3 clusters Score -1.873738e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -18738150.000000 Penalty: 5872.205566
	Iteration 15Q: 3 clusters Score -1.873815e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -18738754.000000 Penalty: 5872.205566
	Iteration 16Q: 3 clusters Score -1.873875e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -18739400.000000 Penalty: 5872.205566
	Iteration 17Q: 3 clusters Score -1.87394e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -18740066.000000 Penalty: 5872.205566
	Iteration 18Q: 3 clusters Score -1.874007e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -18740724.000000 Penalty: 5872.205566
	Iteration 19Q: 3 clusters Score -1.874072e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -18741674.000000 Penalty: 5872.205566
	Iteration 20F: 3 clusters Score -1.874167e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -18742548.000000 Penalty: 5872.205566
	Iteration 21Q: 3 clusters Score -1.874255e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -18743274.000000 Penalty: 5872.205566
	Iteration 22Q: 3 clusters Score -1.874327e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -18744246.000000 Penalty: 5872.205566
	Iteration 23Q: 3 clusters Score -1.874425e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -18744958.000000 Penalty: 5872.205566
	Iteration 24Q: 3 clusters Score -1.874496e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -18745610.000000 Penalty: 5872.205566
	Iteration 25Q: 3 clusters Score -1.874561e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -18746180.000000 Penalty: 5872.205566
	Iteration 26Q: 3 clusters Score -1.874618e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -18746548.000000 Penalty: 5872.205566
	Iteration 27Q: 3 clusters Score -1.874655e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -18746816.000000 Penalty: 5872.205566
	Iteration 28Q: 3 clusters Score -1.874682e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -18747094.000000 Penalty: 5872.205566
	Iteration 29Q: 3 clusters Score -1.874709e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -18747338.000000 Penalty: 5872.205566
	Iteration 30Q: 3 clusters Score -1.874734e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -18747430.000000 Penalty: 5872.205566
	Iteration 31Q: 3 clusters Score -1.874743e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -18747484.000000 Penalty: 5872.205566
	Iteration 32Q: 3 clusters Score -1.874748e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -18747608.000000 Penalty: 5872.205566
	Iteration 33Q: 3 clusters Score -1.874761e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -18747736.000000 Penalty: 5872.205566
	Iteration 34Q: 3 clusters Score -1.874774e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -18747838.000000 Penalty: 5872.205566
	Iteration 35Q: 3 clusters Score -1.874784e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -18747912.000000 Penalty: 5872.205566
	Iteration 36Q: 3 clusters Score -1.874791e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -18747958.000000 Penalty: 5872.205566
	Iteration 37Q: 3 clusters Score -1.874796e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -18748054.000000 Penalty: 5872.205566
	Iteration 38Q: 3 clusters Score -1.874805e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -18748094.000000 Penalty: 5872.205566
	Iteration 39Q: 3 clusters Score -1.874809e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -18748214.000000 Penalty: 5872.205566
	Iteration 40F: 3 clusters Score -1.874821e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -18748262.000000 Penalty: 5872.205566
	Iteration 41Q: 3 clusters Score -1.874826e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -18748378.000000 Penalty: 5872.205566
	Iteration 42Q: 3 clusters Score -1.874838e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -18748452.000000 Penalty: 5872.205566
	Iteration 43Q: 3 clusters Score -1.874845e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -18748584.000000 Penalty: 5872.205566
	Iteration 44Q: 3 clusters Score -1.874858e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -18748592.000000 Penalty: 5872.205566
	Iteration 45Q: 3 clusters Score -1.874859e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -18748682.000000 Penalty: 5872.205566
	Iteration 46Q: 3 clusters Score -1.874868e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -18748814.000000 Penalty: 5872.205566
	Iteration 47Q: 3 clusters Score -1.874881e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 96019 members 
Entering Unmasked Estep 
Score: -18748888.000000 Penalty: 5872.205566
	Iteration 48Q: 3 clusters Score -1.874889e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -18749090.000000 Penalty: 5872.205566
	Iteration 49Q: 3 clusters Score -1.874909e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -18749296.000000 Penalty: 5872.205566
	Iteration 50Q: 3 clusters Score -1.87493e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -18749412.000000 Penalty: 5872.205566
	Iteration 51Q: 3 clusters Score -1.874941e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -18749520.000000 Penalty: 5872.205566
	Iteration 52Q: 3 clusters Score -1.874952e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -18749688.000000 Penalty: 5872.205566
	Iteration 53Q: 3 clusters Score -1.874969e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -18749786.000000 Penalty: 5872.205566
	Iteration 54Q: 3 clusters Score -1.874979e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -18749872.000000 Penalty: 5872.205566
	Iteration 55Q: 3 clusters Score -1.874987e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -18749890.000000 Penalty: 5872.205566
	Iteration 56Q: 3 clusters Score -1.874989e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -18750002.000000 Penalty: 5872.205566
	Iteration 57Q: 3 clusters Score -1.875e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -18750182.000000 Penalty: 5872.205566
	Iteration 58Q: 3 clusters Score -1.875018e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -18750212.000000 Penalty: 5872.205566
	Iteration 59Q: 3 clusters Score -1.875021e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -18750360.000000 Penalty: 5872.205566
	Iteration 60F: 3 clusters Score -1.875036e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -18750576.000000 Penalty: 5872.205566
	Iteration 61Q: 3 clusters Score -1.875058e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -18750614.000000 Penalty: 5872.205566
	Iteration 62Q: 3 clusters Score -1.875061e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -18750776.000000 Penalty: 5872.205566
	Iteration 63Q: 3 clusters Score -1.875078e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -18750894.000000 Penalty: 5872.205566
	Iteration 64Q: 3 clusters Score -1.875089e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 109612 members 
Entering Unmasked Estep 
Score: -18751072.000000 Penalty: 5872.205566
	Iteration 65Q: 3 clusters Score -1.875107e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -18751278.000000 Penalty: 5872.205566
	Iteration 66Q: 3 clusters Score -1.875128e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -18751400.000000 Penalty: 5872.205566
	Iteration 67Q: 3 clusters Score -1.87514e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -18751484.000000 Penalty: 5872.205566
	Iteration 68Q: 3 clusters Score -1.875148e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -18751606.000000 Penalty: 5872.205566
	Iteration 69Q: 3 clusters Score -1.875161e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -18751796.000000 Penalty: 5872.205566
	Iteration 70Q: 3 clusters Score -1.87518e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -18751850.000000 Penalty: 5872.205566
	Iteration 71Q: 3 clusters Score -1.875185e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -18751980.000000 Penalty: 5872.205566
	Iteration 72Q: 3 clusters Score -1.875198e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -18752168.000000 Penalty: 5872.205566
	Iteration 73Q: 3 clusters Score -1.875217e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 117290 members 
Entering Unmasked Estep 
Score: -18752242.000000 Penalty: 5872.205566
	Iteration 74Q: 3 clusters Score -1.875224e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -18752286.000000 Penalty: 5872.205566
	Iteration 75Q: 3 clusters Score -1.875229e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 118778 members 
Entering Unmasked Estep 
Score: -18752468.000000 Penalty: 5872.205566
	Iteration 76Q: 3 clusters Score -1.875247e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -18752556.000000 Penalty: 5872.205566
	Iteration 77Q: 3 clusters Score -1.875256e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 120060 members 
Entering Unmasked Estep 
Score: -18752606.000000 Penalty: 5872.205566
	Iteration 78Q: 3 clusters Score -1.875261e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 120671 members 
Entering Unmasked Estep 
Score: -18752678.000000 Penalty: 5872.205566
	Iteration 79Q: 3 clusters Score -1.875268e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -18752760.000000 Penalty: 5872.205566
	Iteration 80F: 3 clusters Score -1.875276e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -18752802.000000 Penalty: 5872.205566
	Iteration 81Q: 3 clusters Score -1.87528e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -18752880.000000 Penalty: 5872.205566
	Iteration 82Q: 3 clusters Score -1.875288e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 122741 members 
Entering Unmasked Estep 
Score: -18752872.000000 Penalty: 5872.205566
	Iteration 83Q: 3 clusters Score -1.875287e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -18752914.000000 Penalty: 5872.205566
	Iteration 84Q: 3 clusters Score -1.875291e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 123703 members 
Entering Unmasked Estep 
Score: -18752980.000000 Penalty: 5872.205566
	Iteration 85Q: 3 clusters Score -1.875298e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -18752994.000000 Penalty: 5872.205566
	Iteration 86Q: 3 clusters Score -1.875299e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -18752982.000000 Penalty: 5872.205566
	Iteration 87Q: 3 clusters Score -1.875298e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -18753100.000000 Penalty: 5872.205566
	Iteration 88Q: 3 clusters Score -1.87531e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -18753120.000000 Penalty: 5872.205566
	Iteration 89Q: 3 clusters Score -1.875312e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 125896 members 
Entering Unmasked Estep 
Score: -18753180.000000 Penalty: 5872.205566
	Iteration 90Q: 3 clusters Score -1.875318e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 126294 members 
Entering Unmasked Estep 
Score: -18753160.000000 Penalty: 5872.205566
	Iteration 91Q: 3 clusters Score -1.875316e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 126667 members 
Entering Unmasked Estep 
Score: -18753246.000000 Penalty: 5872.205566
	Iteration 92Q: 3 clusters Score -1.875325e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -18753292.000000 Penalty: 5872.205566
	Iteration 93Q: 3 clusters Score -1.875329e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -18753360.000000 Penalty: 5872.205566
	Iteration 94Q: 3 clusters Score -1.875336e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 127781 members 
Entering Unmasked Estep 
Score: -18753398.000000 Penalty: 5872.205566
	Iteration 95Q: 3 clusters Score -1.87534e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -18753402.000000 Penalty: 5872.205566
	Iteration 96Q: 3 clusters Score -1.87534e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -18753464.000000 Penalty: 5872.205566
	Iteration 97Q: 3 clusters Score -1.875346e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 128703 members 
Entering Unmasked Estep 
Score: -18753508.000000 Penalty: 5872.205566
	Iteration 98Q: 3 clusters Score -1.875351e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 129014 members 
Entering Unmasked Estep 
Score: -18753542.000000 Penalty: 5872.205566
	Iteration 99Q: 3 clusters Score -1.875354e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
Score: -18753580.000000 Penalty: 5872.205566
	Iteration 100F: 3 clusters Score -1.875358e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 129586 members 
Entering Unmasked Estep 
Score: -18753638.000000 Penalty: 5872.205566
	Iteration 101Q: 3 clusters Score -1.875364e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -18753670.000000 Penalty: 5872.205566
	Iteration 102Q: 3 clusters Score -1.875367e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 130107 members 
Entering Unmasked Estep 
Score: -18753710.000000 Penalty: 5872.205566
	Iteration 103Q: 3 clusters Score -1.875371e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 130304 members 
Entering Unmasked Estep 
Score: -18753772.000000 Penalty: 5872.205566
	Iteration 104Q: 3 clusters Score -1.875377e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 130502 members 
Entering Unmasked Estep 
Score: -18753778.000000 Penalty: 5872.205566
	Iteration 105Q: 3 clusters Score -1.875378e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 130659 members 
Entering Unmasked Estep 
Score: -18753812.000000 Penalty: 5872.205566
	Iteration 106Q: 3 clusters Score -1.875381e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -18753812.000000 Penalty: 5872.205566
	Iteration 107Q: 3 clusters Score -1.875381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 130929 members 
Entering Unmasked Estep 
Score: -18753830.000000 Penalty: 5872.205566
	Iteration 108Q: 3 clusters Score -1.875383e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -18753836.000000 Penalty: 5872.205566
	Iteration 109Q: 3 clusters Score -1.875384e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -18753848.000000 Penalty: 5872.205566
	Iteration 110Q: 3 clusters Score -1.875385e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -18753860.000000 Penalty: 5872.205566
	Iteration 111Q: 3 clusters Score -1.875386e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 131380 members 
Entering Unmasked Estep 
Score: -18753896.000000 Penalty: 5872.205566
	Iteration 112Q: 3 clusters Score -1.87539e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -18753906.000000 Penalty: 5872.205566
	Iteration 113Q: 3 clusters Score -1.875391e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -18753928.000000 Penalty: 5872.205566
	Iteration 114Q: 3 clusters Score -1.875393e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 131711 members 
Entering Unmasked Estep 
Score: -18753990.000000 Penalty: 5872.205566
	Iteration 115Q: 3 clusters Score -1.875399e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 116Q: 3 clusters Score -1.875395e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 131906 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 117Q: 3 clusters Score -1.875395e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -18753940.000000 Penalty: 5872.205566
	Iteration 118Q: 3 clusters Score -1.875394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 132086 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 119Q: 3 clusters Score -1.875395e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 132167 members 
Entering Unmasked Estep 
Score: -18753950.000000 Penalty: 5872.205566
	Iteration 120F: 3 clusters Score -1.875395e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -18753922.000000 Penalty: 5872.205566
	Iteration 121Q: 3 clusters Score -1.875392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 132294 members 
Entering Unmasked Estep 
Score: -18753926.000000 Penalty: 5872.205566
	Iteration 122Q: 3 clusters Score -1.875393e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -18753928.000000 Penalty: 5872.205566
	Iteration 123Q: 3 clusters Score -1.875393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 132416 members 
Entering Unmasked Estep 
Score: -18753926.000000 Penalty: 5872.205566
	Iteration 124Q: 3 clusters Score -1.875393e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -18753938.000000 Penalty: 5872.205566
	Iteration 125Q: 3 clusters Score -1.875394e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 132535 members 
Entering Unmasked Estep 
Score: -18753922.000000 Penalty: 5872.205566
	Iteration 126Q: 3 clusters Score -1.875392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 132580 members 
Entering Unmasked Estep 
Score: -18753936.000000 Penalty: 5872.205566
	Iteration 127Q: 3 clusters Score -1.875394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -18753962.000000 Penalty: 5872.205566
	Iteration 128Q: 3 clusters Score -1.875396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -18753906.000000 Penalty: 5872.205566
	Iteration 129Q: 3 clusters Score -1.875391e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 132712 members 
Entering Unmasked Estep 
Score: -18753926.000000 Penalty: 5872.205566
	Iteration 130Q: 3 clusters Score -1.875393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 132750 members 
Entering Unmasked Estep 
Score: -18753962.000000 Penalty: 5872.205566
	Iteration 131Q: 3 clusters Score -1.875396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 132793 members 
Entering Unmasked Estep 
Score: -18753958.000000 Penalty: 5872.205566
	Iteration 132Q: 3 clusters Score -1.875396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -18753932.000000 Penalty: 5872.205566
	Iteration 133Q: 3 clusters Score -1.875393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -18753944.000000 Penalty: 5872.205566
	Iteration 134Q: 3 clusters Score -1.875394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 132899 members 
Entering Unmasked Estep 
Score: -18753918.000000 Penalty: 5872.205566
	Iteration 135Q: 3 clusters Score -1.875392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 132929 members 
Entering Unmasked Estep 
Score: -18753916.000000 Penalty: 5872.205566
	Iteration 136Q: 3 clusters Score -1.875392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 132952 members 
Entering Unmasked Estep 
Score: -18753930.000000 Penalty: 5872.205566
	Iteration 137Q: 3 clusters Score -1.875393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -18753940.000000 Penalty: 5872.205566
	Iteration 138Q: 3 clusters Score -1.875394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -18753938.000000 Penalty: 5872.205566
	Iteration 139Q: 3 clusters Score -1.875394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 133008 members 
Entering Unmasked Estep 
Score: -18753924.000000 Penalty: 5872.205566
	Iteration 140F: 3 clusters Score -1.875392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 133033 members 
Entering Unmasked Estep 
Score: -18753930.000000 Penalty: 5872.205566
	Iteration 141Q: 3 clusters Score -1.875393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -18753956.000000 Penalty: 5872.205566
	Iteration 142Q: 3 clusters Score -1.875396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 133084 members 
Entering Unmasked Estep 
Score: -18753952.000000 Penalty: 5872.205566
	Iteration 143Q: 3 clusters Score -1.875395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 133103 members 
Entering Unmasked Estep 
Score: -18753950.000000 Penalty: 5872.205566
	Iteration 144Q: 3 clusters Score -1.875395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -18753936.000000 Penalty: 5872.205566
	Iteration 145Q: 3 clusters Score -1.875394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -18753946.000000 Penalty: 5872.205566
	Iteration 146Q: 3 clusters Score -1.875395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 133133 members 
Entering Unmasked Estep 
Score: -18753936.000000 Penalty: 5872.205566
	Iteration 147Q: 3 clusters Score -1.875394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -18753944.000000 Penalty: 5872.205566
	Iteration 148Q: 3 clusters Score -1.875394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -18753942.000000 Penalty: 5872.205566
	Iteration 149Q: 3 clusters Score -1.875394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 150Q: 3 clusters Score -1.875395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 133174 members 
Entering Unmasked Estep 
Score: -18753958.000000 Penalty: 5872.205566
	Iteration 151Q: 3 clusters Score -1.875396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 133182 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 152Q: 3 clusters Score -1.875395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 133188 members 
Entering Unmasked Estep 
Score: -18753944.000000 Penalty: 5872.205566
	Iteration 153Q: 3 clusters Score -1.875394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -18753954.000000 Penalty: 5872.205566
	Iteration 154Q: 3 clusters Score -1.875395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 133212 members 
Entering Unmasked Estep 
Score: -18753944.000000 Penalty: 5872.205566
	Iteration 155Q: 3 clusters Score -1.875394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -18753952.000000 Penalty: 5872.205566
	Iteration 156Q: 3 clusters Score -1.875395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 133239 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 157Q: 3 clusters Score -1.875395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 133254 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 158Q: 3 clusters Score -1.875395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 133265 members 
Entering Unmasked Estep 
Score: -18753960.000000 Penalty: 5872.205566
	Iteration 159Q: 3 clusters Score -1.875396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -18753982.000000 Penalty: 5872.205566
	Iteration 160F: 3 clusters Score -1.875398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
Score: -18753968.000000 Penalty: 5872.205566
	Iteration 161Q: 3 clusters Score -1.875397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -18753972.000000 Penalty: 5872.205566
	Iteration 162Q: 3 clusters Score -1.875397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 133301 members 
Entering Unmasked Estep 
Score: -18753956.000000 Penalty: 5872.205566
	Iteration 163Q: 3 clusters Score -1.875396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 133312 members 
Entering Unmasked Estep 
Score: -18753958.000000 Penalty: 5872.205566
	Iteration 164Q: 3 clusters Score -1.875396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -18753974.000000 Penalty: 5872.205566
	Iteration 165Q: 3 clusters Score -1.875397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -18753956.000000 Penalty: 5872.205566
	Iteration 166Q: 3 clusters Score -1.875396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -18753958.000000 Penalty: 5872.205566
	Iteration 167Q: 3 clusters Score -1.875396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 133335 members 
Entering Unmasked Estep 
Score: -18753960.000000 Penalty: 5872.205566
	Iteration 168Q: 3 clusters Score -1.875396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 133340 members 
Entering Unmasked Estep 
Score: -18753960.000000 Penalty: 5872.205566
	Iteration 169Q: 3 clusters Score -1.875396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -18753956.000000 Penalty: 5872.205566
	Iteration 170Q: 3 clusters Score -1.875396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -18753944.000000 Penalty: 5872.205566
	Iteration 171Q: 3 clusters Score -1.875394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 133347 members 
Entering Unmasked Estep 
Score: -18753954.000000 Penalty: 5872.205566
	Iteration 172Q: 3 clusters Score -1.875395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 133351 members 
Entering Unmasked Estep 
Score: -18753954.000000 Penalty: 5872.205566
	Iteration 173Q: 3 clusters Score -1.875395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
Score: -18753954.000000 Penalty: 5872.205566
	Iteration 174Q: 3 clusters Score -1.875395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 133356 members 
Entering Unmasked Estep 
Score: -18753956.000000 Penalty: 5872.205566
	Iteration 175Q: 3 clusters Score -1.875396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -18753964.000000 Penalty: 5872.205566
	Iteration 176Q: 3 clusters Score -1.875396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 133366 members 
Entering Unmasked Estep 
Score: -18753964.000000 Penalty: 5872.205566
	Iteration 177Q: 3 clusters Score -1.875396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 133368 members 
Entering Unmasked Estep 
Score: -18753952.000000 Penalty: 5872.205566
	Iteration 178Q: 3 clusters Score -1.875395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 133370 members 
Entering Unmasked Estep 
Score: -18753960.000000 Penalty: 5872.205566
	Iteration 179Q: 3 clusters Score -1.875396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 133372 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5872.205566
	Iteration 180F: 3 clusters Score -1.875395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 133374 members 
Entering Unmasked Estep 
Score: -18753954.000000 Penalty: 5872.205566
	Iteration 181Q: 3 clusters Score -1.875395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 133376 members 
Entering Unmasked Estep 
Score: -18753952.000000 Penalty: 5872.205566
	Iteration 182Q: 3 clusters Score -1.875395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -18753950.000000 Penalty: 5872.205566
	Iteration 183Q: 3 clusters Score -1.875395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -18753942.000000 Penalty: 5872.205566
	Iteration 184Q: 3 clusters Score -1.875394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -18753942.000000 Penalty: 5872.205566
	Iteration 185F: 3 clusters Score -1.875394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -334189.375000 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -334189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -331231.406250 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -331231.4 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -331764.406250 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -331764.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -331922.187500 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -331922.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -332020.750000 Penalty: 3877.542236
	Iteration 3Q: 3 clusters Score -332020.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -332070.687500 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -332070.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -332099.718750 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -332099.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -332119.687500 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -332119.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -332139.562500 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -332139.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -332158.281250 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -332158.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -332170.562500 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -332170.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -332180.906250 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -332180.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -332195.687500 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -332195.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -332209.125000 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -332209.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -332220.593750 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -332220.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -332228.000000 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -332228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332236.468750 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -332236.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -332243.812500 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -332243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -332246.593750 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -332246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -332247.343750 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -332247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -332248.718750 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -332248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -332250.812500 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -332250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -332254.531250 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -332254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -332257.875000 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -332257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -332260.750000 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -332260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -332264.781250 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -332264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -332267.906250 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -332267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -332268.468750 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -332268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -332268.468750 Penalty: 3877.542236
	Iteration 27F: 3 clusters Score -332268.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 250 members 
Entering Unmasked Estep 
Score: -51005.312500 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -51005.31 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51510.792969 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51510.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51886.265625 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51886.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52219.011719 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -52219.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52513.718750 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -52513.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52809.695312 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -52809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52907.101562 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52949.382812 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52949.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52967.910156 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52967.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52982.660156 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52982.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52983.804688 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52986.316406 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52986.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52995.089844 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52995.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53010.039062 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -53010.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53042.519531 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -53042.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53079.925781 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -53079.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53111.734375 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -53111.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53114.863281 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -53114.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53114.863281 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -53114.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39194 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 80262 members 
Mstep: Class 12 contains 145582 members 
Mstep: Class 13 contains 67453 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161705 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203192 members 
Mstep: Class 22 contains 30733 members 
Mstep: Class 23 contains 138569 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 240 members 
Mstep: Class 27 contains 189 members 
Entering Unmasked Estep 
Score: -126431328.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126432176.000000 to -126431328.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39194 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 80262 members 
Mstep: Class 12 contains 145582 members 
Mstep: Class 13 contains 67453 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161705 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203192 members 
Mstep: Class 22 contains 30733 members 
Mstep: Class 23 contains 138569 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432432.000000 Penalty: 88796.882812
Iteration 159Q: 27 clusters Score -1.264324e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 12041 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27598 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 39218 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 11 contains 80240 members 
Mstep: Class 12 contains 145507 members 
Mstep: Class 13 contains 67523 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10469 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161857 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 203054 members 
Mstep: Class 22 contains 30737 members 
Mstep: Class 23 contains 138560 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432632.000000 Penalty: 88796.882812
Iteration 160F: 27 clusters Score -1.264326e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 12043 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27603 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39237 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 11 contains 80221 members 
Mstep: Class 12 contains 145486 members 
Mstep: Class 13 contains 67607 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10462 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 161965 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202889 members 
Mstep: Class 22 contains 30738 members 
Mstep: Class 23 contains 138552 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432664.000000 Penalty: 88796.882812
Iteration 161Q: 27 clusters Score -1.264327e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27602 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 39238 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 11 contains 80215 members 
Mstep: Class 12 contains 145434 members 
Mstep: Class 13 contains 67675 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10455 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162098 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202722 members 
Mstep: Class 22 contains 30741 members 
Mstep: Class 23 contains 138574 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432560.000000 Penalty: 88796.882812
Iteration 162Q: 27 clusters Score -1.264326e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 12045 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27594 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 39245 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 80200 members 
Mstep: Class 12 contains 145331 members 
Mstep: Class 13 contains 67722 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10448 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162243 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202625 members 
Mstep: Class 22 contains 30746 members 
Mstep: Class 23 contains 138599 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432352.000000 Penalty: 88796.882812
Iteration 163Q: 27 clusters Score -1.264324e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 12047 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27583 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39261 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 11 contains 80201 members 
Mstep: Class 12 contains 145222 members 
Mstep: Class 13 contains 67776 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10443 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162382 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202487 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 138648 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432232.000000 Penalty: 88796.882812
Iteration 164Q: 27 clusters Score -1.264322e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 12047 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27580 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 39268 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80202 members 
Mstep: Class 12 contains 145091 members 
Mstep: Class 13 contains 67804 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10439 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162542 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202388 members 
Mstep: Class 22 contains 30759 members 
Mstep: Class 23 contains 138686 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432232.000000 Penalty: 88796.882812
Iteration 165Q: 27 clusters Score -1.264322e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 12047 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27584 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39271 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13030 members 
Mstep: Class 11 contains 80202 members 
Mstep: Class 12 contains 144922 members 
Mstep: Class 13 contains 67862 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10435 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162703 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202299 members 
Mstep: Class 22 contains 30757 members 
Mstep: Class 23 contains 138724 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432056.000000 Penalty: 88796.882812
Iteration 166Q: 27 clusters Score -1.264321e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12048 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27590 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39291 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13030 members 
Mstep: Class 11 contains 80196 members 
Mstep: Class 12 contains 144790 members 
Mstep: Class 13 contains 67912 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10433 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162799 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202218 members 
Mstep: Class 22 contains 30761 members 
Mstep: Class 23 contains 138769 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432040.000000 Penalty: 88796.882812
Iteration 167Q: 27 clusters Score -1.26432e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13029 members 
Mstep: Class 11 contains 80178 members 
Mstep: Class 12 contains 144649 members 
Mstep: Class 13 contains 67961 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10426 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162898 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202203 members 
Mstep: Class 22 contains 30760 members 
Mstep: Class 23 contains 138782 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432000.000000 Penalty: 88796.882812
Iteration 168Q: 27 clusters Score -1.26432e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8450 members 
Mstep: Class 3 contains 12053 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39306 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 80165 members 
Mstep: Class 12 contains 144489 members 
Mstep: Class 13 contains 68001 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10421 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162979 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202223 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 138807 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432016.000000 Penalty: 88796.882812
Iteration 169Q: 27 clusters Score -1.26432e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8454 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27593 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39311 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13032 members 
Mstep: Class 11 contains 80157 members 
Mstep: Class 12 contains 144320 members 
Mstep: Class 13 contains 68052 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10418 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163075 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202218 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 138835 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431912.000000 Penalty: 88796.882812
Iteration 170Q: 27 clusters Score -1.264319e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 3 contains 12055 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27599 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39320 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 80156 members 
Mstep: Class 12 contains 144183 members 
Mstep: Class 13 contains 68113 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10415 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163162 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202208 members 
Mstep: Class 22 contains 30753 members 
Mstep: Class 23 contains 138820 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431968.000000 Penalty: 88796.882812
Iteration 171Q: 27 clusters Score -1.26432e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8462 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27600 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39331 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13032 members 
Mstep: Class 11 contains 80148 members 
Mstep: Class 12 contains 144069 members 
Mstep: Class 13 contains 68173 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10407 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163286 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202134 members 
Mstep: Class 22 contains 30753 members 
Mstep: Class 23 contains 138819 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432176.000000 Penalty: 88796.882812
Iteration 172Q: 27 clusters Score -1.264322e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27605 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39345 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80135 members 
Mstep: Class 12 contains 143996 members 
Mstep: Class 13 contains 68230 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10399 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163375 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 202065 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 138812 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431944.000000 Penalty: 88796.882812
Iteration 173Q: 27 clusters Score -1.264319e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8467 members 
Mstep: Class 3 contains 12063 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27599 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39353 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80144 members 
Mstep: Class 12 contains 143894 members 
Mstep: Class 13 contains 68292 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10394 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163463 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 201973 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 138845 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431968.000000 Penalty: 88796.882812
Iteration 174Q: 27 clusters Score -1.26432e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 12065 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39367 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80145 members 
Mstep: Class 12 contains 143853 members 
Mstep: Class 13 contains 68352 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163534 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 201853 members 
Mstep: Class 22 contains 30760 members 
Mstep: Class 23 contains 138860 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431824.000000 Penalty: 88796.882812
Iteration 175Q: 27 clusters Score -1.264318e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 12066 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27578 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39387 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13036 members 
Mstep: Class 11 contains 80142 members 
Mstep: Class 12 contains 143828 members 
Mstep: Class 13 contains 68414 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163587 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 201720 members 
Mstep: Class 22 contains 30757 members 
Mstep: Class 23 contains 138900 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431704.000000 Penalty: 88796.882812
Iteration 176Q: 27 clusters Score -1.264317e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8486 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27576 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 39412 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 80145 members 
Mstep: Class 12 contains 143821 members 
Mstep: Class 13 contains 68465 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163620 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 201540 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 138974 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431784.000000 Penalty: 88796.882812
Iteration 177Q: 27 clusters Score -1.264318e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27573 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80164 members 
Mstep: Class 12 contains 143858 members 
Mstep: Class 13 contains 68533 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163658 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 201310 members 
Mstep: Class 22 contains 30755 members 
Mstep: Class 23 contains 139035 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 88796.882812
Iteration 178Q: 27 clusters Score -1.264316e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27576 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39438 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80179 members 
Mstep: Class 12 contains 143960 members 
Mstep: Class 13 contains 68581 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10369 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163667 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 201042 members 
Mstep: Class 22 contains 30750 members 
Mstep: Class 23 contains 139112 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 88796.882812
Iteration 179Q: 27 clusters Score -1.264318e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27576 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 11 contains 80176 members 
Mstep: Class 12 contains 144045 members 
Mstep: Class 13 contains 68628 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10370 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163666 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 200833 members 
Mstep: Class 22 contains 30750 members 
Mstep: Class 23 contains 139174 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431600.000000 Penalty: 88796.882812
Iteration 180F: 27 clusters Score -1.264316e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 27580 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80184 members 
Mstep: Class 12 contains 144142 members 
Mstep: Class 13 contains 68663 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10369 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163678 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 200566 members 
Mstep: Class 22 contains 30746 members 
Mstep: Class 23 contains 139274 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431528.000000 Penalty: 88796.882812
Iteration 181Q: 27 clusters Score -1.264315e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8499 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 27567 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 39474 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13032 members 
Mstep: Class 11 contains 80193 members 
Mstep: Class 12 contains 144228 members 
Mstep: Class 13 contains 68691 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10370 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163703 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 200341 members 
Mstep: Class 22 contains 30743 members 
Mstep: Class 23 contains 139350 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 88796.882812
Iteration 182Q: 27 clusters Score -1.264316e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8505 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 27557 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 39491 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 80203 members 
Mstep: Class 12 contains 144312 members 
Mstep: Class 13 contains 68726 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10370 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163670 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 200109 members 
Mstep: Class 22 contains 30741 members 
Mstep: Class 23 contains 139474 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431848.000000 Penalty: 88796.882812
Iteration 183Q: 27 clusters Score -1.264318e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8511 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 27543 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 39517 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13032 members 
Mstep: Class 11 contains 80203 members 
Mstep: Class 12 contains 144394 members 
Mstep: Class 13 contains 68763 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10366 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163646 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 199892 members 
Mstep: Class 22 contains 30732 members 
Mstep: Class 23 contains 139593 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432064.000000 Penalty: 88796.882812
Iteration 184Q: 27 clusters Score -1.264321e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8518 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 27531 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 39522 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 80215 members 
Mstep: Class 12 contains 144453 members 
Mstep: Class 13 contains 68800 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163621 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 199636 members 
Mstep: Class 22 contains 30732 members 
Mstep: Class 23 contains 139766 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432192.000000 Penalty: 88796.882812
Iteration 185Q: 27 clusters Score -1.264322e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 12077 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27529 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 39540 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13029 members 
Mstep: Class 11 contains 80216 members 
Mstep: Class 12 contains 144492 members 
Mstep: Class 13 contains 68819 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10365 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163566 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 199377 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 139998 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432296.000000 Penalty: 88796.882812
Iteration 186Q: 27 clusters Score -1.264323e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 3 contains 12077 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27522 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 39557 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13029 members 
Mstep: Class 11 contains 80223 members 
Mstep: Class 12 contains 144561 members 
Mstep: Class 13 contains 68831 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10364 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163535 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 199118 members 
Mstep: Class 22 contains 30732 members 
Mstep: Class 23 contains 140193 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432360.000000 Penalty: 88796.882812
Iteration 187Q: 27 clusters Score -1.264324e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8532 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27511 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 39573 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 13030 members 
Mstep: Class 11 contains 80222 members 
Mstep: Class 12 contains 144614 members 
Mstep: Class 13 contains 68854 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10362 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163505 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 198879 members 
Mstep: Class 22 contains 30734 members 
Mstep: Class 23 contains 140378 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432208.000000 Penalty: 88796.882812
Iteration 188Q: 27 clusters Score -1.264322e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 12077 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27494 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 39601 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 80222 members 
Mstep: Class 12 contains 144672 members 
Mstep: Class 13 contains 68858 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10357 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163499 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 198654 members 
Mstep: Class 22 contains 30730 members 
Mstep: Class 23 contains 140540 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432264.000000 Penalty: 88796.882812
Iteration 189Q: 27 clusters Score -1.264323e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 12077 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27490 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 39621 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 13030 members 
Mstep: Class 11 contains 80207 members 
Mstep: Class 12 contains 144699 members 
Mstep: Class 13 contains 68874 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163489 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 198456 members 
Mstep: Class 22 contains 30732 members 
Mstep: Class 23 contains 140702 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432496.000000 Penalty: 88796.882812
Iteration 190Q: 27 clusters Score -1.264325e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 39629 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 11 contains 80194 members 
Mstep: Class 12 contains 144737 members 
Mstep: Class 13 contains 68889 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10351 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163451 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 198309 members 
Mstep: Class 22 contains 30729 members 
Mstep: Class 23 contains 140860 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432408.000000 Penalty: 88796.882812
Iteration 191Q: 27 clusters Score -1.264324e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 12079 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27477 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 39646 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 13023 members 
Mstep: Class 11 contains 80180 members 
Mstep: Class 12 contains 144800 members 
Mstep: Class 13 contains 68901 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163430 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 198105 members 
Mstep: Class 22 contains 30730 members 
Mstep: Class 23 contains 141019 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432312.000000 Penalty: 88796.882812
Iteration 192Q: 27 clusters Score -1.264323e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 12080 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27468 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 39667 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 13024 members 
Mstep: Class 11 contains 80165 members 
Mstep: Class 12 contains 144885 members 
Mstep: Class 13 contains 68928 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10345 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163428 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 197836 members 
Mstep: Class 22 contains 30740 members 
Mstep: Class 23 contains 141176 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432096.000000 Penalty: 88796.882812
Iteration 193Q: 27 clusters Score -1.264321e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27448 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 39687 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 13023 members 
Mstep: Class 11 contains 80169 members 
Mstep: Class 12 contains 144972 members 
Mstep: Class 13 contains 68943 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163412 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 197602 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 141314 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431960.000000 Penalty: 88796.882812
Iteration 194Q: 27 clusters Score -1.26432e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27429 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 39711 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13022 members 
Mstep: Class 11 contains 80170 members 
Mstep: Class 12 contains 145054 members 
Mstep: Class 13 contains 68962 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163394 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 197371 members 
Mstep: Class 22 contains 30756 members 
Mstep: Class 23 contains 141461 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431936.000000 Penalty: 88796.882812
Iteration 195Q: 27 clusters Score -1.264319e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27407 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 39725 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13020 members 
Mstep: Class 11 contains 80171 members 
Mstep: Class 12 contains 145146 members 
Mstep: Class 13 contains 68989 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163362 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 197155 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 141604 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431984.000000 Penalty: 88796.882812
Iteration 196Q: 27 clusters Score -1.26432e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27396 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39746 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13018 members 
Mstep: Class 11 contains 80171 members 
Mstep: Class 12 contains 145179 members 
Mstep: Class 13 contains 69026 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10332 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163315 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196982 members 
Mstep: Class 22 contains 30757 members 
Mstep: Class 23 contains 141746 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432056.000000 Penalty: 88796.882812
Iteration 197Q: 27 clusters Score -1.264321e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27389 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39760 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13018 members 
Mstep: Class 11 contains 80177 members 
Mstep: Class 12 contains 145213 members 
Mstep: Class 13 contains 69038 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163294 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196784 members 
Mstep: Class 22 contains 30758 members 
Mstep: Class 23 contains 141901 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432048.000000 Penalty: 88796.882812
Iteration 198Q: 27 clusters Score -1.26432e+08 nChanged 886
Entering ConstructFrom: 
Score: -126432048.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 192 members 
Entering Unmasked Estep 
Score: -40450.347656 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40450.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40812.082031 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40812.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40980.898438 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41109.394531 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -41109.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41195.406250 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -41195.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41254.101562 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -41254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41273.339844 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -41273.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41295.710938 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -41295.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41362.839844 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -41362.84 nChanged 6
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: -41450.398438 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -41450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41520.863281 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -41520.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41543.914062 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -41543.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41556.960938 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -41556.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41564.648438 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -41564.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41564.648438 Penalty: 2941.076172
	Iteration 14F: 3 clusters Score -41564.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -1085593.875000 Penalty: 2245.023926
	Iteration 0F: 2 clusters Score -1085594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1078852.750000 Penalty: 4490.047852
	Iteration 0F: 3 clusters Score -1078853 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1080764.625000 Penalty: 4490.047852
	Iteration 1F: 3 clusters Score -1080765 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1081120.125000 Penalty: 4490.047852
	Iteration 2F: 3 clusters Score -1081120 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1081360.500000 Penalty: 4490.047852
	Iteration 3F: 3 clusters Score -1081360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1081547.000000 Penalty: 4490.047852
	Iteration 4Q: 3 clusters Score -1081547 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1081703.875000 Penalty: 4490.047852
	Iteration 5Q: 3 clusters Score -1081704 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1081852.125000 Penalty: 4490.047852
	Iteration 6Q: 3 clusters Score -1081852 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1081994.625000 Penalty: 4490.047852
	Iteration 7Q: 3 clusters Score -1081995 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1082153.625000 Penalty: 4490.047852
	Iteration 8Q: 3 clusters Score -1082154 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1082321.625000 Penalty: 4490.047852
	Iteration 9Q: 3 clusters Score -1082322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1082479.875000 Penalty: 4490.047852
	Iteration 10Q: 3 clusters Score -1082480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1082632.625000 Penalty: 4490.047852
	Iteration 11Q: 3 clusters Score -1082633 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1082777.875000 Penalty: 4490.047852
	Iteration 12Q: 3 clusters Score -1082778 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1082910.500000 Penalty: 4490.047852
	Iteration 13Q: 3 clusters Score -1082910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1083010.000000 Penalty: 4490.047852
	Iteration 14Q: 3 clusters Score -1083010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1083093.250000 Penalty: 4490.047852
	Iteration 15Q: 3 clusters Score -1083093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1083155.125000 Penalty: 4490.047852
	Iteration 16Q: 3 clusters Score -1083155 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1083205.000000 Penalty: 4490.047852
	Iteration 17Q: 3 clusters Score -1083205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1083249.125000 Penalty: 4490.047852
	Iteration 18Q: 3 clusters Score -1083249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1083288.125000 Penalty: 4490.047852
	Iteration 19Q: 3 clusters Score -1083288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1083322.250000 Penalty: 4490.047852
	Iteration 20F: 3 clusters Score -1083322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1083347.500000 Penalty: 4490.047852
	Iteration 21Q: 3 clusters Score -1083348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1083369.000000 Penalty: 4490.047852
	Iteration 22Q: 3 clusters Score -1083369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1083383.625000 Penalty: 4490.047852
	Iteration 23Q: 3 clusters Score -1083384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1083401.125000 Penalty: 4490.047852
	Iteration 24Q: 3 clusters Score -1083401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1083409.750000 Penalty: 4490.047852
	Iteration 25Q: 3 clusters Score -1083410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1083420.500000 Penalty: 4490.047852
	Iteration 26Q: 3 clusters Score -1083420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1083429.625000 Penalty: 4490.047852
	Iteration 27Q: 3 clusters Score -1083430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1083441.500000 Penalty: 4490.047852
	Iteration 28Q: 3 clusters Score -1083442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1083441.125000 Penalty: 4490.047852
	Iteration 29Q: 3 clusters Score -1083441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1083447.500000 Penalty: 4490.047852
	Iteration 30Q: 3 clusters Score -1083448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1083452.750000 Penalty: 4490.047852
	Iteration 31Q: 3 clusters Score -1083453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1083458.125000 Penalty: 4490.047852
	Iteration 32Q: 3 clusters Score -1083458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1083463.625000 Penalty: 4490.047852
	Iteration 33Q: 3 clusters Score -1083464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1083467.375000 Penalty: 4490.047852
	Iteration 34Q: 3 clusters Score -1083467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1083472.875000 Penalty: 4490.047852
	Iteration 35Q: 3 clusters Score -1083473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1083475.250000 Penalty: 4490.047852
	Iteration 36Q: 3 clusters Score -1083475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1083479.500000 Penalty: 4490.047852
	Iteration 37Q: 3 clusters Score -1083480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1083480.750000 Penalty: 4490.047852
	Iteration 38Q: 3 clusters Score -1083481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1083484.500000 Penalty: 4490.047852
	Iteration 39Q: 3 clusters Score -1083484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1083487.750000 Penalty: 4490.047852
	Iteration 40F: 3 clusters Score -1083488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1083490.625000 Penalty: 4490.047852
	Iteration 41Q: 3 clusters Score -1083491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1083489.625000 Penalty: 4490.047852
	Iteration 42Q: 3 clusters Score -1083490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1083489.000000 Penalty: 4490.047852
	Iteration 43Q: 3 clusters Score -1083489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1083491.250000 Penalty: 4490.047852
	Iteration 44Q: 3 clusters Score -1083491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1083491.125000 Penalty: 4490.047852
	Iteration 45Q: 3 clusters Score -1083491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1083492.250000 Penalty: 4490.047852
	Iteration 46Q: 3 clusters Score -1083492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1083493.000000 Penalty: 4490.047852
	Iteration 47Q: 3 clusters Score -1083493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1083496.500000 Penalty: 4490.047852
	Iteration 48Q: 3 clusters Score -1083496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1083497.375000 Penalty: 4490.047852
	Iteration 49Q: 3 clusters Score -1083497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1083500.125000 Penalty: 4490.047852
	Iteration 50Q: 3 clusters Score -1083500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1083503.500000 Penalty: 4490.047852
	Iteration 51Q: 3 clusters Score -1083504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1083508.250000 Penalty: 4490.047852
	Iteration 52Q: 3 clusters Score -1083508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1083509.625000 Penalty: 4490.047852
	Iteration 53Q: 3 clusters Score -1083510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1083510.625000 Penalty: 4490.047852
	Iteration 54Q: 3 clusters Score -1083511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1083511.000000 Penalty: 4490.047852
	Iteration 55Q: 3 clusters Score -1083511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1083513.625000 Penalty: 4490.047852
	Iteration 56Q: 3 clusters Score -1083514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1083514.250000 Penalty: 4490.047852
	Iteration 57Q: 3 clusters Score -1083514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1083512.375000 Penalty: 4490.047852
	Iteration 58Q: 3 clusters Score -1083512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1083514.625000 Penalty: 4490.047852
	Iteration 59Q: 3 clusters Score -1083515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1083512.500000 Penalty: 4490.047852
	Iteration 60F: 3 clusters Score -1083512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1083515.250000 Penalty: 4490.047852
	Iteration 61Q: 3 clusters Score -1083515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1083515.750000 Penalty: 4490.047852
	Iteration 62Q: 3 clusters Score -1083516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1083516.250000 Penalty: 4490.047852
	Iteration 63Q: 3 clusters Score -1083516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1083515.750000 Penalty: 4490.047852
	Iteration 64Q: 3 clusters Score -1083516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1083515.750000 Penalty: 4490.047852
	Iteration 65F: 3 clusters Score -1083516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Entering Unmasked Estep 
Score: -1429420.625000 Penalty: 2331.089600
	Iteration 0F: 2 clusters Score -1429421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1420420.250000 Penalty: 4662.179199
	Iteration 0F: 3 clusters Score -1420420 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1423651.375000 Penalty: 4662.179199
	Iteration 1F: 3 clusters Score -1423651 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1424566.500000 Penalty: 4662.179199
	Iteration 2F: 3 clusters Score -1424566 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1425451.375000 Penalty: 4662.179199
	Iteration 3F: 3 clusters Score -1425451 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1426169.125000 Penalty: 4662.179199
	Iteration 4F: 3 clusters Score -1426169 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1426645.250000 Penalty: 4662.179199
	Iteration 5F: 3 clusters Score -1426645 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1426975.875000 Penalty: 4662.179199
	Iteration 6Q: 3 clusters Score -1426976 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1427200.625000 Penalty: 4662.179199
	Iteration 7Q: 3 clusters Score -1427201 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1427348.125000 Penalty: 4662.179199
	Iteration 8Q: 3 clusters Score -1427348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1427455.875000 Penalty: 4662.179199
	Iteration 9Q: 3 clusters Score -1427456 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1427537.500000 Penalty: 4662.179199
	Iteration 10Q: 3 clusters Score -1427538 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1427597.125000 Penalty: 4662.179199
	Iteration 11Q: 3 clusters Score -1427597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1427648.500000 Penalty: 4662.179199
	Iteration 12Q: 3 clusters Score -1427648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1427700.875000 Penalty: 4662.179199
	Iteration 13Q: 3 clusters Score -1427701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1427737.000000 Penalty: 4662.179199
	Iteration 14Q: 3 clusters Score -1427737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1427765.875000 Penalty: 4662.179199
	Iteration 15Q: 3 clusters Score -1427766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1427784.125000 Penalty: 4662.179199
	Iteration 16Q: 3 clusters Score -1427784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1427810.625000 Penalty: 4662.179199
	Iteration 17Q: 3 clusters Score -1427811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1427825.750000 Penalty: 4662.179199
	Iteration 18Q: 3 clusters Score -1427826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1427847.625000 Penalty: 4662.179199
	Iteration 19Q: 3 clusters Score -1427848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1427876.000000 Penalty: 4662.179199
	Iteration 20F: 3 clusters Score -1427876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1427889.625000 Penalty: 4662.179199
	Iteration 21Q: 3 clusters Score -1427890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1427903.375000 Penalty: 4662.179199
	Iteration 22Q: 3 clusters Score -1427903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1427910.500000 Penalty: 4662.179199
	Iteration 23Q: 3 clusters Score -1427910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1427923.250000 Penalty: 4662.179199
	Iteration 24Q: 3 clusters Score -1427923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1427933.500000 Penalty: 4662.179199
	Iteration 25Q: 3 clusters Score -1427934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1427942.000000 Penalty: 4662.179199
	Iteration 26Q: 3 clusters Score -1427942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1427947.375000 Penalty: 4662.179199
	Iteration 27Q: 3 clusters Score -1427947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1427952.250000 Penalty: 4662.179199
	Iteration 28Q: 3 clusters Score -1427952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1427957.250000 Penalty: 4662.179199
	Iteration 29Q: 3 clusters Score -1427957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1427956.500000 Penalty: 4662.179199
	Iteration 30Q: 3 clusters Score -1427956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1427959.375000 Penalty: 4662.179199
	Iteration 31Q: 3 clusters Score -1427959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1427962.000000 Penalty: 4662.179199
	Iteration 32Q: 3 clusters Score -1427962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1427960.500000 Penalty: 4662.179199
	Iteration 33Q: 3 clusters Score -1427960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1427963.375000 Penalty: 4662.179199
	Iteration 34Q: 3 clusters Score -1427963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1427963.625000 Penalty: 4662.179199
	Iteration 35Q: 3 clusters Score -1427964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1427964.000000 Penalty: 4662.179199
	Iteration 36Q: 3 clusters Score -1427964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1427965.750000 Penalty: 4662.179199
	Iteration 37Q: 3 clusters Score -1427966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1427964.500000 Penalty: 4662.179199
	Iteration 38Q: 3 clusters Score -1427964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1427964.125000 Penalty: 4662.179199
	Iteration 39Q: 3 clusters Score -1427964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1427962.000000 Penalty: 4662.179199
	Iteration 40F: 3 clusters Score -1427962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1427961.875000 Penalty: 4662.179199
	Iteration 41Q: 3 clusters Score -1427962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1427962.625000 Penalty: 4662.179199
	Iteration 42Q: 3 clusters Score -1427963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1427967.125000 Penalty: 4662.179199
	Iteration 43Q: 3 clusters Score -1427967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1427970.000000 Penalty: 4662.179199
	Iteration 44Q: 3 clusters Score -1427970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1427973.625000 Penalty: 4662.179199
	Iteration 45Q: 3 clusters Score -1427974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1427975.500000 Penalty: 4662.179199
	Iteration 46Q: 3 clusters Score -1427976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1427981.500000 Penalty: 4662.179199
	Iteration 47Q: 3 clusters Score -1427982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1427983.250000 Penalty: 4662.179199
	Iteration 48Q: 3 clusters Score -1427983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1427984.375000 Penalty: 4662.179199
	Iteration 49Q: 3 clusters Score -1427984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1427988.875000 Penalty: 4662.179199
	Iteration 50Q: 3 clusters Score -1427989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1427995.000000 Penalty: 4662.179199
	Iteration 51Q: 3 clusters Score -1427995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1428004.375000 Penalty: 4662.179199
	Iteration 52Q: 3 clusters Score -1428004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1428006.625000 Penalty: 4662.179199
	Iteration 53Q: 3 clusters Score -1428007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1428016.125000 Penalty: 4662.179199
	Iteration 54Q: 3 clusters Score -1428016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1428023.625000 Penalty: 4662.179199
	Iteration 55Q: 3 clusters Score -1428024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1428032.000000 Penalty: 4662.179199
	Iteration 56Q: 3 clusters Score -1428032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1428035.250000 Penalty: 4662.179199
	Iteration 57Q: 3 clusters Score -1428035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1428039.500000 Penalty: 4662.179199
	Iteration 58Q: 3 clusters Score -1428040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1428045.750000 Penalty: 4662.179199
	Iteration 59Q: 3 clusters Score -1428046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1428053.250000 Penalty: 4662.179199
	Iteration 60F: 3 clusters Score -1428053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1428073.125000 Penalty: 4662.179199
	Iteration 61Q: 3 clusters Score -1428073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1428082.625000 Penalty: 4662.179199
	Iteration 62Q: 3 clusters Score -1428083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1428089.500000 Penalty: 4662.179199
	Iteration 63Q: 3 clusters Score -1428090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1428100.125000 Penalty: 4662.179199
	Iteration 64Q: 3 clusters Score -1428100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1428114.125000 Penalty: 4662.179199
	Iteration 65Q: 3 clusters Score -1428114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1428125.000000 Penalty: 4662.179199
	Iteration 66Q: 3 clusters Score -1428125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1428128.375000 Penalty: 4662.179199
	Iteration 67Q: 3 clusters Score -1428128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1428131.125000 Penalty: 4662.179199
	Iteration 68Q: 3 clusters Score -1428131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1428133.375000 Penalty: 4662.179199
	Iteration 69Q: 3 clusters Score -1428133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1428133.625000 Penalty: 4662.179199
	Iteration 70Q: 3 clusters Score -1428134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1428136.375000 Penalty: 4662.179199
	Iteration 71Q: 3 clusters Score -1428136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1428138.000000 Penalty: 4662.179199
	Iteration 72Q: 3 clusters Score -1428138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1428137.750000 Penalty: 4662.179199
	Iteration 73Q: 3 clusters Score -1428138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1428139.750000 Penalty: 4662.179199
	Iteration 74Q: 3 clusters Score -1428140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1428138.125000 Penalty: 4662.179199
	Iteration 75Q: 3 clusters Score -1428138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1428138.125000 Penalty: 4662.179199
	Iteration 76F: 3 clusters Score -1428138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -178453.218750 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -178453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -176260.265625 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -176260.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -176594.296875 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -176594.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -176679.421875 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -176679.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -176723.078125 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -176723.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -176743.218750 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -176743.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176759.234375 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -176759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -176773.812500 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -176773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -176787.093750 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -176787.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -176797.750000 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -176797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176805.500000 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -176805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -176810.671875 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -176810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -176814.625000 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -176814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -176815.531250 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -176815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176816.437500 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -176816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176816.437500 Penalty: 3566.948730
	Iteration 14F: 3 clusters Score -176816.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Entering Unmasked Estep 
Score: -3728581.000000 Penalty: 2533.893555
	Iteration 0F: 2 clusters Score -3728581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3709702.750000 Penalty: 5067.787109
	Iteration 0F: 3 clusters Score -3709703 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3716238.000000 Penalty: 5067.787109
	Iteration 1F: 3 clusters Score -3716238 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3716649.500000 Penalty: 5067.787109
	Iteration 2Q: 3 clusters Score -3716650 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3716971.000000 Penalty: 5067.787109
	Iteration 3Q: 3 clusters Score -3716971 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3717368.750000 Penalty: 5067.787109
	Iteration 4Q: 3 clusters Score -3717369 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3717867.750000 Penalty: 5067.787109
	Iteration 5Q: 3 clusters Score -3717868 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3718610.250000 Penalty: 5067.787109
	Iteration 6F: 3 clusters Score -3718610 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3719758.250000 Penalty: 5067.787109
	Iteration 7F: 3 clusters Score -3719758 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3721340.000000 Penalty: 5067.787109
	Iteration 8F: 3 clusters Score -3721340 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3723149.000000 Penalty: 5067.787109
	Iteration 9F: 3 clusters Score -3723149 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3724609.000000 Penalty: 5067.787109
	Iteration 10F: 3 clusters Score -3724609 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3725529.500000 Penalty: 5067.787109
	Iteration 11Q: 3 clusters Score -3725530 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3725953.500000 Penalty: 5067.787109
	Iteration 12Q: 3 clusters Score -3725954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3726168.750000 Penalty: 5067.787109
	Iteration 13Q: 3 clusters Score -3726169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3726273.500000 Penalty: 5067.787109
	Iteration 14Q: 3 clusters Score -3726274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3726303.250000 Penalty: 5067.787109
	Iteration 15Q: 3 clusters Score -3726303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3726317.250000 Penalty: 5067.787109
	Iteration 16Q: 3 clusters Score -3726317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3726335.250000 Penalty: 5067.787109
	Iteration 17Q: 3 clusters Score -3726335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3726342.250000 Penalty: 5067.787109
	Iteration 18Q: 3 clusters Score -3726342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3726339.750000 Penalty: 5067.787109
	Iteration 19Q: 3 clusters Score -3726340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3726346.000000 Penalty: 5067.787109
	Iteration 20F: 3 clusters Score -3726346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3726346.250000 Penalty: 5067.787109
	Iteration 21Q: 3 clusters Score -3726346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3726349.000000 Penalty: 5067.787109
	Iteration 22Q: 3 clusters Score -3726349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3726351.750000 Penalty: 5067.787109
	Iteration 23Q: 3 clusters Score -3726352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3726353.750000 Penalty: 5067.787109
	Iteration 24Q: 3 clusters Score -3726354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3726353.750000 Penalty: 5067.787109
	Iteration 25F: 3 clusters Score -3726354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 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 285 members 
Entering Unmasked Estep 
Score: -67984.273438 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67984.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68197.945312 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68197.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68324.117188 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -68324.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68489.898438 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -68489.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68729.109375 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -68729.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68915.351562 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -68915.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69082.625000 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69082.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69204.609375 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69204.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69294.554688 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69294.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69470.703125 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69541.054688 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69541.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69566.914062 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69566.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69575.210938 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69575.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69578.335938 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69578.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69581.578125 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69581.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69588.585938 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69588.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69591.109375 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69591.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69591.109375 Penalty: 3153.489746
	Iteration 17F: 3 clusters Score -69591.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39763 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13017 members 
Mstep: Class 11 contains 80188 members 
Mstep: Class 12 contains 145270 members 
Mstep: Class 13 contains 69034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163266 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196571 members 
Mstep: Class 22 contains 30755 members 
Mstep: Class 23 contains 142095 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
Score: -126430144.000000 Penalty: 92212.148438
Splitting cluster 6 changes total score from -126432048.000000 to -126430144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -238416.812500 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -238416.8 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 955 members 
Entering Unmasked Estep 
Score: -235919.250000 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -235919.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -236661.859375 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -236661.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -237235.562500 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -237235.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -237665.546875 Penalty: 3747.728760
	Iteration 3F: 3 clusters Score -237665.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -237906.578125 Penalty: 3747.728760
	Iteration 4F: 3 clusters Score -237906.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -238014.796875 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -238014.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -238058.546875 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -238058.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -238082.968750 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -238083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -238089.156250 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -238089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -238090.218750 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -238090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238092.546875 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -238092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -238094.234375 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -238094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -238095.937500 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -238095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -238098.062500 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -238098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -238098.359375 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -238098.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -238098.359375 Penalty: 3747.728760
	Iteration 15F: 3 clusters Score -238098.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Entering Unmasked Estep 
Score: -5417158.500000 Penalty: 2626.491699
	Iteration 0F: 2 clusters Score -5417158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -5390212.000000 Penalty: 5252.983398
	Iteration 0F: 3 clusters Score -5390212 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5400174.000000 Penalty: 5252.983398
	Iteration 1F: 3 clusters Score -5400174 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5400767.000000 Penalty: 5252.983398
	Iteration 2Q: 3 clusters Score -5400767 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5401475.000000 Penalty: 5252.983398
	Iteration 3Q: 3 clusters Score -5401475 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5402448.000000 Penalty: 5252.983398
	Iteration 4F: 3 clusters Score -5402448 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5403743.000000 Penalty: 5252.983398
	Iteration 5F: 3 clusters Score -5403743 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5405436.500000 Penalty: 5252.983398
	Iteration 6F: 3 clusters Score -5405436 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5407724.000000 Penalty: 5252.983398
	Iteration 7F: 3 clusters Score -5407724 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5410050.000000 Penalty: 5252.983398
	Iteration 8F: 3 clusters Score -5410050 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -5412078.500000 Penalty: 5252.983398
	Iteration 9F: 3 clusters Score -5412078 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5413390.500000 Penalty: 5252.983398
	Iteration 10Q: 3 clusters Score -5413390 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5414042.500000 Penalty: 5252.983398
	Iteration 11Q: 3 clusters Score -5414042 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5414327.500000 Penalty: 5252.983398
	Iteration 12Q: 3 clusters Score -5414328 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5414502.500000 Penalty: 5252.983398
	Iteration 13Q: 3 clusters Score -5414502 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5414629.500000 Penalty: 5252.983398
	Iteration 14Q: 3 clusters Score -5414630 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5414735.500000 Penalty: 5252.983398
	Iteration 15Q: 3 clusters Score -5414736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5414783.000000 Penalty: 5252.983398
	Iteration 16Q: 3 clusters Score -5414783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5414837.500000 Penalty: 5252.983398
	Iteration 17Q: 3 clusters Score -5414838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5414876.500000 Penalty: 5252.983398
	Iteration 18Q: 3 clusters Score -5414876 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5414914.000000 Penalty: 5252.983398
	Iteration 19Q: 3 clusters Score -5414914 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5414965.500000 Penalty: 5252.983398
	Iteration 20F: 3 clusters Score -5414966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5414980.000000 Penalty: 5252.983398
	Iteration 21Q: 3 clusters Score -5414980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5414995.000000 Penalty: 5252.983398
	Iteration 22Q: 3 clusters Score -5414995 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5415015.000000 Penalty: 5252.983398
	Iteration 23Q: 3 clusters Score -5415015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5415048.500000 Penalty: 5252.983398
	Iteration 24Q: 3 clusters Score -5415048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5415074.000000 Penalty: 5252.983398
	Iteration 25Q: 3 clusters Score -5415074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5415099.500000 Penalty: 5252.983398
	Iteration 26Q: 3 clusters Score -5415100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5415101.500000 Penalty: 5252.983398
	Iteration 27Q: 3 clusters Score -5415102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5415112.500000 Penalty: 5252.983398
	Iteration 28Q: 3 clusters Score -5415112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5415119.000000 Penalty: 5252.983398
	Iteration 29Q: 3 clusters Score -5415119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5415116.500000 Penalty: 5252.983398
	Iteration 30Q: 3 clusters Score -5415116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5415128.000000 Penalty: 5252.983398
	Iteration 31Q: 3 clusters Score -5415128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5415135.000000 Penalty: 5252.983398
	Iteration 32Q: 3 clusters Score -5415135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5415142.000000 Penalty: 5252.983398
	Iteration 33Q: 3 clusters Score -5415142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5415137.000000 Penalty: 5252.983398
	Iteration 34Q: 3 clusters Score -5415137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5415162.000000 Penalty: 5252.983398
	Iteration 35Q: 3 clusters Score -5415162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5415157.000000 Penalty: 5252.983398
	Iteration 36Q: 3 clusters Score -5415157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5415168.500000 Penalty: 5252.983398
	Iteration 37Q: 3 clusters Score -5415168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5415165.500000 Penalty: 5252.983398
	Iteration 38Q: 3 clusters Score -5415166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5415165.500000 Penalty: 5252.983398
	Iteration 39Q: 3 clusters Score -5415166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5415168.000000 Penalty: 5252.983398
	Iteration 40F: 3 clusters Score -5415168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5415172.000000 Penalty: 5252.983398
	Iteration 41Q: 3 clusters Score -5415172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5415178.500000 Penalty: 5252.983398
	Iteration 42Q: 3 clusters Score -5415178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5415181.500000 Penalty: 5252.983398
	Iteration 43Q: 3 clusters Score -5415182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5415181.000000 Penalty: 5252.983398
	Iteration 44Q: 3 clusters Score -5415181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5415172.500000 Penalty: 5252.983398
	Iteration 45Q: 3 clusters Score -5415172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5415179.000000 Penalty: 5252.983398
	Iteration 46Q: 3 clusters Score -5415179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5415176.000000 Penalty: 5252.983398
	Iteration 47Q: 3 clusters Score -5415176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5415177.000000 Penalty: 5252.983398
	Iteration 48Q: 3 clusters Score -5415177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5415189.500000 Penalty: 5252.983398
	Iteration 49Q: 3 clusters Score -5415190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5415181.000000 Penalty: 5252.983398
	Iteration 50Q: 3 clusters Score -5415181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5415193.500000 Penalty: 5252.983398
	Iteration 51Q: 3 clusters Score -5415194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5415201.000000 Penalty: 5252.983398
	Iteration 52Q: 3 clusters Score -5415201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5415195.500000 Penalty: 5252.983398
	Iteration 53Q: 3 clusters Score -5415196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5415202.000000 Penalty: 5252.983398
	Iteration 54Q: 3 clusters Score -5415202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5415204.000000 Penalty: 5252.983398
	Iteration 55Q: 3 clusters Score -5415204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5415204.000000 Penalty: 5252.983398
	Iteration 56Q: 3 clusters Score -5415204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5415209.000000 Penalty: 5252.983398
	Iteration 57Q: 3 clusters Score -5415209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5415209.000000 Penalty: 5252.983398
	Iteration 58Q: 3 clusters Score -5415209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5415212.000000 Penalty: 5252.983398
	Iteration 59Q: 3 clusters Score -5415212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5415209.500000 Penalty: 5252.983398
	Iteration 60F: 3 clusters Score -5415210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5415210.500000 Penalty: 5252.983398
	Iteration 61Q: 3 clusters Score -5415210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5415213.500000 Penalty: 5252.983398
	Iteration 62Q: 3 clusters Score -5415214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5415214.000000 Penalty: 5252.983398
	Iteration 63Q: 3 clusters Score -5415214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5415215.000000 Penalty: 5252.983398
	Iteration 64Q: 3 clusters Score -5415215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5415212.500000 Penalty: 5252.983398
	Iteration 65Q: 3 clusters Score -5415212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5415216.000000 Penalty: 5252.983398
	Iteration 66Q: 3 clusters Score -5415216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5415216.000000 Penalty: 5252.983398
	Iteration 67F: 3 clusters Score -5415216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -1162544.500000 Penalty: 2258.558105
	Iteration 0F: 2 clusters Score -1162544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1155565.500000 Penalty: 4517.116211
	Iteration 0F: 3 clusters Score -1155566 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1158060.625000 Penalty: 4517.116211
	Iteration 1F: 3 clusters Score -1158061 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1158774.250000 Penalty: 4517.116211
	Iteration 2F: 3 clusters Score -1158774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1159318.125000 Penalty: 4517.116211
	Iteration 3F: 3 clusters Score -1159318 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1159762.500000 Penalty: 4517.116211
	Iteration 4F: 3 clusters Score -1159762 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1160178.625000 Penalty: 4517.116211
	Iteration 5F: 3 clusters Score -1160179 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1160475.750000 Penalty: 4517.116211
	Iteration 6F: 3 clusters Score -1160476 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1160665.625000 Penalty: 4517.116211
	Iteration 7Q: 3 clusters Score -1160666 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1160792.500000 Penalty: 4517.116211
	Iteration 8Q: 3 clusters Score -1160792 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1160878.375000 Penalty: 4517.116211
	Iteration 9Q: 3 clusters Score -1160878 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1160948.500000 Penalty: 4517.116211
	Iteration 10Q: 3 clusters Score -1160948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1160996.000000 Penalty: 4517.116211
	Iteration 11Q: 3 clusters Score -1160996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1161027.875000 Penalty: 4517.116211
	Iteration 12Q: 3 clusters Score -1161028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1161057.000000 Penalty: 4517.116211
	Iteration 13Q: 3 clusters Score -1161057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1161080.250000 Penalty: 4517.116211
	Iteration 14Q: 3 clusters Score -1161080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1161105.625000 Penalty: 4517.116211
	Iteration 15Q: 3 clusters Score -1161106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1161122.500000 Penalty: 4517.116211
	Iteration 16Q: 3 clusters Score -1161122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1161144.000000 Penalty: 4517.116211
	Iteration 17Q: 3 clusters Score -1161144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1161161.625000 Penalty: 4517.116211
	Iteration 18Q: 3 clusters Score -1161162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1161178.375000 Penalty: 4517.116211
	Iteration 19Q: 3 clusters Score -1161178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1161192.250000 Penalty: 4517.116211
	Iteration 20F: 3 clusters Score -1161192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1161212.000000 Penalty: 4517.116211
	Iteration 21Q: 3 clusters Score -1161212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1161223.000000 Penalty: 4517.116211
	Iteration 22Q: 3 clusters Score -1161223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1161235.625000 Penalty: 4517.116211
	Iteration 23Q: 3 clusters Score -1161236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1161242.125000 Penalty: 4517.116211
	Iteration 24Q: 3 clusters Score -1161242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1161247.125000 Penalty: 4517.116211
	Iteration 25Q: 3 clusters Score -1161247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1161254.000000 Penalty: 4517.116211
	Iteration 26Q: 3 clusters Score -1161254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1161255.750000 Penalty: 4517.116211
	Iteration 27Q: 3 clusters Score -1161256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1161260.000000 Penalty: 4517.116211
	Iteration 28Q: 3 clusters Score -1161260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1161269.000000 Penalty: 4517.116211
	Iteration 29Q: 3 clusters Score -1161269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1161276.250000 Penalty: 4517.116211
	Iteration 30Q: 3 clusters Score -1161276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1161289.500000 Penalty: 4517.116211
	Iteration 31Q: 3 clusters Score -1161290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1161289.375000 Penalty: 4517.116211
	Iteration 32Q: 3 clusters Score -1161289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1161297.750000 Penalty: 4517.116211
	Iteration 33Q: 3 clusters Score -1161298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1161299.000000 Penalty: 4517.116211
	Iteration 34Q: 3 clusters Score -1161299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1161302.500000 Penalty: 4517.116211
	Iteration 35Q: 3 clusters Score -1161302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1161308.875000 Penalty: 4517.116211
	Iteration 36Q: 3 clusters Score -1161309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1161314.375000 Penalty: 4517.116211
	Iteration 37Q: 3 clusters Score -1161314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1161314.000000 Penalty: 4517.116211
	Iteration 38Q: 3 clusters Score -1161314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1161318.625000 Penalty: 4517.116211
	Iteration 39Q: 3 clusters Score -1161319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1161323.750000 Penalty: 4517.116211
	Iteration 40F: 3 clusters Score -1161324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1161328.125000 Penalty: 4517.116211
	Iteration 41Q: 3 clusters Score -1161328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1161331.500000 Penalty: 4517.116211
	Iteration 42Q: 3 clusters Score -1161332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1161338.250000 Penalty: 4517.116211
	Iteration 43Q: 3 clusters Score -1161338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1161341.625000 Penalty: 4517.116211
	Iteration 44Q: 3 clusters Score -1161342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1161350.875000 Penalty: 4517.116211
	Iteration 45Q: 3 clusters Score -1161351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1161360.625000 Penalty: 4517.116211
	Iteration 46Q: 3 clusters Score -1161361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1161367.500000 Penalty: 4517.116211
	Iteration 47Q: 3 clusters Score -1161368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1161373.875000 Penalty: 4517.116211
	Iteration 48Q: 3 clusters Score -1161374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1161378.875000 Penalty: 4517.116211
	Iteration 49Q: 3 clusters Score -1161379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1161380.375000 Penalty: 4517.116211
	Iteration 50Q: 3 clusters Score -1161380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1161381.250000 Penalty: 4517.116211
	Iteration 51Q: 3 clusters Score -1161381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1161388.000000 Penalty: 4517.116211
	Iteration 52Q: 3 clusters Score -1161388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1161391.375000 Penalty: 4517.116211
	Iteration 53Q: 3 clusters Score -1161391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1161395.500000 Penalty: 4517.116211
	Iteration 54Q: 3 clusters Score -1161396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1161396.375000 Penalty: 4517.116211
	Iteration 55Q: 3 clusters Score -1161396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1161398.875000 Penalty: 4517.116211
	Iteration 56Q: 3 clusters Score -1161399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1161400.125000 Penalty: 4517.116211
	Iteration 57Q: 3 clusters Score -1161400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1161401.625000 Penalty: 4517.116211
	Iteration 58Q: 3 clusters Score -1161402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1161400.250000 Penalty: 4517.116211
	Iteration 59Q: 3 clusters Score -1161400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1161399.625000 Penalty: 4517.116211
	Iteration 60F: 3 clusters Score -1161400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1161401.000000 Penalty: 4517.116211
	Iteration 61Q: 3 clusters Score -1161401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1161404.375000 Penalty: 4517.116211
	Iteration 62Q: 3 clusters Score -1161404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1161406.375000 Penalty: 4517.116211
	Iteration 63Q: 3 clusters Score -1161406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1161404.125000 Penalty: 4517.116211
	Iteration 64Q: 3 clusters Score -1161404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1161409.000000 Penalty: 4517.116211
	Iteration 65Q: 3 clusters Score -1161409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1161409.750000 Penalty: 4517.116211
	Iteration 66Q: 3 clusters Score -1161410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1161413.500000 Penalty: 4517.116211
	Iteration 67Q: 3 clusters Score -1161414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1161413.125000 Penalty: 4517.116211
	Iteration 68Q: 3 clusters Score -1161413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1161412.750000 Penalty: 4517.116211
	Iteration 69Q: 3 clusters Score -1161413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1161414.375000 Penalty: 4517.116211
	Iteration 70Q: 3 clusters Score -1161414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1161415.250000 Penalty: 4517.116211
	Iteration 71Q: 3 clusters Score -1161415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1161420.000000 Penalty: 4517.116211
	Iteration 72Q: 3 clusters Score -1161420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1161422.125000 Penalty: 4517.116211
	Iteration 73Q: 3 clusters Score -1161422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1161422.500000 Penalty: 4517.116211
	Iteration 74Q: 3 clusters Score -1161422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1161426.000000 Penalty: 4517.116211
	Iteration 75Q: 3 clusters Score -1161426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1161430.250000 Penalty: 4517.116211
	Iteration 76Q: 3 clusters Score -1161430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1161432.500000 Penalty: 4517.116211
	Iteration 77Q: 3 clusters Score -1161432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1161435.000000 Penalty: 4517.116211
	Iteration 78Q: 3 clusters Score -1161435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1161438.000000 Penalty: 4517.116211
	Iteration 79Q: 3 clusters Score -1161438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1161437.000000 Penalty: 4517.116211
	Iteration 80F: 3 clusters Score -1161437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1161436.250000 Penalty: 4517.116211
	Iteration 81Q: 3 clusters Score -1161436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1161436.625000 Penalty: 4517.116211
	Iteration 82Q: 3 clusters Score -1161437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1161436.625000 Penalty: 4517.116211
	Iteration 83F: 3 clusters Score -1161437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Entering Unmasked Estep 
Score: -1685900.375000 Penalty: 2349.554932
	Iteration 0F: 2 clusters Score -1685900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1676332.875000 Penalty: 4699.109863
	Iteration 0F: 3 clusters Score -1676333 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1679295.750000 Penalty: 4699.109863
	Iteration 1F: 3 clusters Score -1679296 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1679795.500000 Penalty: 4699.109863
	Iteration 2F: 3 clusters Score -1679796 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1680384.875000 Penalty: 4699.109863
	Iteration 3F: 3 clusters Score -1680385 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1680957.875000 Penalty: 4699.109863
	Iteration 4F: 3 clusters Score -1680958 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1681492.000000 Penalty: 4699.109863
	Iteration 5F: 3 clusters Score -1681492 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1681957.000000 Penalty: 4699.109863
	Iteration 6F: 3 clusters Score -1681957 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1682350.500000 Penalty: 4699.109863
	Iteration 7F: 3 clusters Score -1682350 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1682727.625000 Penalty: 4699.109863
	Iteration 8Q: 3 clusters Score -1682728 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1683033.000000 Penalty: 4699.109863
	Iteration 9Q: 3 clusters Score -1683033 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1683369.625000 Penalty: 4699.109863
	Iteration 10Q: 3 clusters Score -1683370 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1683682.375000 Penalty: 4699.109863
	Iteration 11Q: 3 clusters Score -1683682 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1683940.000000 Penalty: 4699.109863
	Iteration 12Q: 3 clusters Score -1683940 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1684172.000000 Penalty: 4699.109863
	Iteration 13Q: 3 clusters Score -1684172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1684362.750000 Penalty: 4699.109863
	Iteration 14Q: 3 clusters Score -1684363 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1684491.500000 Penalty: 4699.109863
	Iteration 15Q: 3 clusters Score -1684492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1684587.875000 Penalty: 4699.109863
	Iteration 16Q: 3 clusters Score -1684588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1684640.875000 Penalty: 4699.109863
	Iteration 17Q: 3 clusters Score -1684641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1684676.250000 Penalty: 4699.109863
	Iteration 18Q: 3 clusters Score -1684676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1684695.000000 Penalty: 4699.109863
	Iteration 19Q: 3 clusters Score -1684695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1684712.500000 Penalty: 4699.109863
	Iteration 20F: 3 clusters Score -1684712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1684720.625000 Penalty: 4699.109863
	Iteration 21Q: 3 clusters Score -1684721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1684734.375000 Penalty: 4699.109863
	Iteration 22Q: 3 clusters Score -1684734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1684743.875000 Penalty: 4699.109863
	Iteration 23Q: 3 clusters Score -1684744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1684744.625000 Penalty: 4699.109863
	Iteration 24Q: 3 clusters Score -1684745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1684747.375000 Penalty: 4699.109863
	Iteration 25Q: 3 clusters Score -1684747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1684748.250000 Penalty: 4699.109863
	Iteration 26Q: 3 clusters Score -1684748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1684746.625000 Penalty: 4699.109863
	Iteration 27Q: 3 clusters Score -1684747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1684750.250000 Penalty: 4699.109863
	Iteration 28Q: 3 clusters Score -1684750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1684752.625000 Penalty: 4699.109863
	Iteration 29Q: 3 clusters Score -1684753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1684756.375000 Penalty: 4699.109863
	Iteration 30Q: 3 clusters Score -1684756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1684755.500000 Penalty: 4699.109863
	Iteration 31Q: 3 clusters Score -1684756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1684757.250000 Penalty: 4699.109863
	Iteration 32Q: 3 clusters Score -1684757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1684756.125000 Penalty: 4699.109863
	Iteration 33Q: 3 clusters Score -1684756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1684754.625000 Penalty: 4699.109863
	Iteration 34Q: 3 clusters Score -1684755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1684754.625000 Penalty: 4699.109863
	Iteration 35F: 3 clusters Score -1684755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Entering Unmasked Estep 
Score: -10592581.000000 Penalty: 2800.448242
	Iteration 0F: 2 clusters Score -1.059258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -10539109.000000 Penalty: 5600.896484
	Iteration 0F: 3 clusters Score -1.053911e+07 nChanged 37642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -10560494.000000 Penalty: 5600.896484
	Iteration 1F: 3 clusters Score -1.056049e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -10561279.000000 Penalty: 5600.896484
	Iteration 2Q: 3 clusters Score -1.056128e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -10562154.000000 Penalty: 5600.896484
	Iteration 3Q: 3 clusters Score -1.056215e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -10563219.000000 Penalty: 5600.896484
	Iteration 4Q: 3 clusters Score -1.056322e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -10564772.000000 Penalty: 5600.896484
	Iteration 5Q: 3 clusters Score -1.056477e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -10566602.000000 Penalty: 5600.896484
	Iteration 6F: 3 clusters Score -1.05666e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -10568855.000000 Penalty: 5600.896484
	Iteration 7F: 3 clusters Score -1.056886e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -10571046.000000 Penalty: 5600.896484
	Iteration 8F: 3 clusters Score -1.057105e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -10573101.000000 Penalty: 5600.896484
	Iteration 9F: 3 clusters Score -1.05731e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -10574768.000000 Penalty: 5600.896484
	Iteration 10Q: 3 clusters Score -1.057477e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -10575849.000000 Penalty: 5600.896484
	Iteration 11Q: 3 clusters Score -1.057585e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -10576469.000000 Penalty: 5600.896484
	Iteration 12Q: 3 clusters Score -1.057647e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -10576711.000000 Penalty: 5600.896484
	Iteration 13Q: 3 clusters Score -1.057671e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -10576928.000000 Penalty: 5600.896484
	Iteration 14Q: 3 clusters Score -1.057693e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -10577288.000000 Penalty: 5600.896484
	Iteration 15Q: 3 clusters Score -1.057729e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -10577660.000000 Penalty: 5600.896484
	Iteration 16Q: 3 clusters Score -1.057766e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -10578290.000000 Penalty: 5600.896484
	Iteration 17Q: 3 clusters Score -1.057829e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -10578970.000000 Penalty: 5600.896484
	Iteration 18Q: 3 clusters Score -1.057897e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -10580126.000000 Penalty: 5600.896484
	Iteration 19Q: 3 clusters Score -1.058013e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -10581696.000000 Penalty: 5600.896484
	Iteration 20F: 3 clusters Score -1.05817e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -10584665.000000 Penalty: 5600.896484
	Iteration 21Q: 3 clusters Score -1.058466e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -10587239.000000 Penalty: 5600.896484
	Iteration 22Q: 3 clusters Score -1.058724e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -10588142.000000 Penalty: 5600.896484
	Iteration 23Q: 3 clusters Score -1.058814e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -10588482.000000 Penalty: 5600.896484
	Iteration 24Q: 3 clusters Score -1.058848e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -10588781.000000 Penalty: 5600.896484
	Iteration 25Q: 3 clusters Score -1.058878e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -10588965.000000 Penalty: 5600.896484
	Iteration 26Q: 3 clusters Score -1.058896e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -10589111.000000 Penalty: 5600.896484
	Iteration 27Q: 3 clusters Score -1.058911e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -10589257.000000 Penalty: 5600.896484
	Iteration 28Q: 3 clusters Score -1.058926e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -10589349.000000 Penalty: 5600.896484
	Iteration 29Q: 3 clusters Score -1.058935e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -10589423.000000 Penalty: 5600.896484
	Iteration 30Q: 3 clusters Score -1.058942e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -10589512.000000 Penalty: 5600.896484
	Iteration 31Q: 3 clusters Score -1.058951e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -10589565.000000 Penalty: 5600.896484
	Iteration 32Q: 3 clusters Score -1.058956e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -10589630.000000 Penalty: 5600.896484
	Iteration 33Q: 3 clusters Score -1.058963e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -10589707.000000 Penalty: 5600.896484
	Iteration 34Q: 3 clusters Score -1.058971e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -10589812.000000 Penalty: 5600.896484
	Iteration 35Q: 3 clusters Score -1.058981e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -10589841.000000 Penalty: 5600.896484
	Iteration 36Q: 3 clusters Score -1.058984e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -10589898.000000 Penalty: 5600.896484
	Iteration 37Q: 3 clusters Score -1.05899e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -10589940.000000 Penalty: 5600.896484
	Iteration 38Q: 3 clusters Score -1.058994e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -10589975.000000 Penalty: 5600.896484
	Iteration 39Q: 3 clusters Score -1.058998e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -10590054.000000 Penalty: 5600.896484
	Iteration 40F: 3 clusters Score -1.059005e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -10590062.000000 Penalty: 5600.896484
	Iteration 41Q: 3 clusters Score -1.059006e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -10590083.000000 Penalty: 5600.896484
	Iteration 42Q: 3 clusters Score -1.059008e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -10590124.000000 Penalty: 5600.896484
	Iteration 43Q: 3 clusters Score -1.059012e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -10590135.000000 Penalty: 5600.896484
	Iteration 44Q: 3 clusters Score -1.059014e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -10590161.000000 Penalty: 5600.896484
	Iteration 45Q: 3 clusters Score -1.059016e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -10590175.000000 Penalty: 5600.896484
	Iteration 46Q: 3 clusters Score -1.059018e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -10590201.000000 Penalty: 5600.896484
	Iteration 47Q: 3 clusters Score -1.05902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -10590234.000000 Penalty: 5600.896484
	Iteration 48Q: 3 clusters Score -1.059023e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -10590262.000000 Penalty: 5600.896484
	Iteration 49Q: 3 clusters Score -1.059026e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -10590282.000000 Penalty: 5600.896484
	Iteration 50Q: 3 clusters Score -1.059028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -10590285.000000 Penalty: 5600.896484
	Iteration 51Q: 3 clusters Score -1.059028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -10590289.000000 Penalty: 5600.896484
	Iteration 52Q: 3 clusters Score -1.059029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -10590279.000000 Penalty: 5600.896484
	Iteration 53Q: 3 clusters Score -1.059028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -10590302.000000 Penalty: 5600.896484
	Iteration 54Q: 3 clusters Score -1.05903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -10590329.000000 Penalty: 5600.896484
	Iteration 55Q: 3 clusters Score -1.059033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -10590304.000000 Penalty: 5600.896484
	Iteration 56Q: 3 clusters Score -1.05903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -10590313.000000 Penalty: 5600.896484
	Iteration 57Q: 3 clusters Score -1.059031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -10590320.000000 Penalty: 5600.896484
	Iteration 58Q: 3 clusters Score -1.059032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -10590319.000000 Penalty: 5600.896484
	Iteration 59Q: 3 clusters Score -1.059032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -10590317.000000 Penalty: 5600.896484
	Iteration 60F: 3 clusters Score -1.059032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -10590312.000000 Penalty: 5600.896484
	Iteration 61Q: 3 clusters Score -1.059031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -10590313.000000 Penalty: 5600.896484
	Iteration 62Q: 3 clusters Score -1.059031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -10590312.000000 Penalty: 5600.896484
	Iteration 63Q: 3 clusters Score -1.059031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -10590319.000000 Penalty: 5600.896484
	Iteration 64Q: 3 clusters Score -1.059032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -10590318.000000 Penalty: 5600.896484
	Iteration 65Q: 3 clusters Score -1.059032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -10590337.000000 Penalty: 5600.896484
	Iteration 66Q: 3 clusters Score -1.059034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -10590346.000000 Penalty: 5600.896484
	Iteration 67Q: 3 clusters Score -1.059035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -10590350.000000 Penalty: 5600.896484
	Iteration 68Q: 3 clusters Score -1.059035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -10590361.000000 Penalty: 5600.896484
	Iteration 69Q: 3 clusters Score -1.059036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -10590366.000000 Penalty: 5600.896484
	Iteration 70Q: 3 clusters Score -1.059037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -10590368.000000 Penalty: 5600.896484
	Iteration 71Q: 3 clusters Score -1.059037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -10590368.000000 Penalty: 5600.896484
	Iteration 72Q: 3 clusters Score -1.059037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -10590361.000000 Penalty: 5600.896484
	Iteration 73Q: 3 clusters Score -1.059036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -10590372.000000 Penalty: 5600.896484
	Iteration 74Q: 3 clusters Score -1.059037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -10590367.000000 Penalty: 5600.896484
	Iteration 75Q: 3 clusters Score -1.059037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10590371.000000 Penalty: 5600.896484
	Iteration 76Q: 3 clusters Score -1.059037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -10590375.000000 Penalty: 5600.896484
	Iteration 77Q: 3 clusters Score -1.059038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -10590382.000000 Penalty: 5600.896484
	Iteration 78Q: 3 clusters Score -1.059038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -10590379.000000 Penalty: 5600.896484
	Iteration 79Q: 3 clusters Score -1.059038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10590390.000000 Penalty: 5600.896484
	Iteration 80F: 3 clusters Score -1.059039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (145270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Entering Unmasked Estep 
Score: -19615770.000000 Penalty: 2947.814697
	Iteration 0F: 2 clusters Score -1.961577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -19518932.000000 Penalty: 5895.629395
	Iteration 0F: 3 clusters Score -1.951893e+07 nChanged 69376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -19559404.000000 Penalty: 5895.629395
	Iteration 1F: 3 clusters Score -1.95594e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -19560742.000000 Penalty: 5895.629395
	Iteration 2Q: 3 clusters Score -1.956074e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -19562410.000000 Penalty: 5895.629395
	Iteration 3Q: 3 clusters Score -1.956241e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -19565308.000000 Penalty: 5895.629395
	Iteration 4Q: 3 clusters Score -1.956531e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -19569844.000000 Penalty: 5895.629395
	Iteration 5F: 3 clusters Score -1.956984e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -19576890.000000 Penalty: 5895.629395
	Iteration 6F: 3 clusters Score -1.957689e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -19586420.000000 Penalty: 5895.629395
	Iteration 7F: 3 clusters Score -1.958642e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -19596374.000000 Penalty: 5895.629395
	Iteration 8F: 3 clusters Score -1.959637e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -19603152.000000 Penalty: 5895.629395
	Iteration 9F: 3 clusters Score -1.960315e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -19606494.000000 Penalty: 5895.629395
	Iteration 10Q: 3 clusters Score -1.960649e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -19608244.000000 Penalty: 5895.629395
	Iteration 11Q: 3 clusters Score -1.960824e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -19609586.000000 Penalty: 5895.629395
	Iteration 12Q: 3 clusters Score -1.960959e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -19610424.000000 Penalty: 5895.629395
	Iteration 13Q: 3 clusters Score -1.961042e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -19611090.000000 Penalty: 5895.629395
	Iteration 14Q: 3 clusters Score -1.961109e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -19611408.000000 Penalty: 5895.629395
	Iteration 15Q: 3 clusters Score -1.961141e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -19611668.000000 Penalty: 5895.629395
	Iteration 16Q: 3 clusters Score -1.961167e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114690 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -19611886.000000 Penalty: 5895.629395
	Iteration 17Q: 3 clusters Score -1.961189e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -19612004.000000 Penalty: 5895.629395
	Iteration 18Q: 3 clusters Score -1.9612e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -19612216.000000 Penalty: 5895.629395
	Iteration 19Q: 3 clusters Score -1.961222e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118116 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -19612376.000000 Penalty: 5895.629395
	Iteration 20F: 3 clusters Score -1.961238e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119142 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -19612598.000000 Penalty: 5895.629395
	Iteration 21Q: 3 clusters Score -1.96126e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -19612714.000000 Penalty: 5895.629395
	Iteration 22Q: 3 clusters Score -1.961271e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121199 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -19612788.000000 Penalty: 5895.629395
	Iteration 23Q: 3 clusters Score -1.961279e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -19612944.000000 Penalty: 5895.629395
	Iteration 24Q: 3 clusters Score -1.961294e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123246 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -19613114.000000 Penalty: 5895.629395
	Iteration 25Q: 3 clusters Score -1.961311e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124209 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -19613202.000000 Penalty: 5895.629395
	Iteration 26Q: 3 clusters Score -1.96132e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125078 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -19613360.000000 Penalty: 5895.629395
	Iteration 27Q: 3 clusters Score -1.961336e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125927 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -19613466.000000 Penalty: 5895.629395
	Iteration 28Q: 3 clusters Score -1.961347e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126782 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -19613584.000000 Penalty: 5895.629395
	Iteration 29Q: 3 clusters Score -1.961358e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -19613708.000000 Penalty: 5895.629395
	Iteration 30Q: 3 clusters Score -1.961371e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128542 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -19613774.000000 Penalty: 5895.629395
	Iteration 31Q: 3 clusters Score -1.961377e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -19613806.000000 Penalty: 5895.629395
	Iteration 32Q: 3 clusters Score -1.961381e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -19613860.000000 Penalty: 5895.629395
	Iteration 33Q: 3 clusters Score -1.961386e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -19613962.000000 Penalty: 5895.629395
	Iteration 34Q: 3 clusters Score -1.961396e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131600 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -19614114.000000 Penalty: 5895.629395
	Iteration 35Q: 3 clusters Score -1.961411e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132267 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -19614148.000000 Penalty: 5895.629395
	Iteration 36Q: 3 clusters Score -1.961415e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132906 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -19614166.000000 Penalty: 5895.629395
	Iteration 37Q: 3 clusters Score -1.961417e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -19614156.000000 Penalty: 5895.629395
	Iteration 38Q: 3 clusters Score -1.961416e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -19614180.000000 Penalty: 5895.629395
	Iteration 39Q: 3 clusters Score -1.961418e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -19614248.000000 Penalty: 5895.629395
	Iteration 40F: 3 clusters Score -1.961425e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135019 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -19614284.000000 Penalty: 5895.629395
	Iteration 41Q: 3 clusters Score -1.961428e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -19614340.000000 Penalty: 5895.629395
	Iteration 42Q: 3 clusters Score -1.961434e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -19614452.000000 Penalty: 5895.629395
	Iteration 43Q: 3 clusters Score -1.961445e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136412 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -19614476.000000 Penalty: 5895.629395
	Iteration 44Q: 3 clusters Score -1.961448e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136807 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -19614494.000000 Penalty: 5895.629395
	Iteration 45Q: 3 clusters Score -1.961449e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137186 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -19614484.000000 Penalty: 5895.629395
	Iteration 46Q: 3 clusters Score -1.961448e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137535 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -19614490.000000 Penalty: 5895.629395
	Iteration 47Q: 3 clusters Score -1.961449e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137858 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -19614520.000000 Penalty: 5895.629395
	Iteration 48Q: 3 clusters Score -1.961452e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138171 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -19614534.000000 Penalty: 5895.629395
	Iteration 49Q: 3 clusters Score -1.961453e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138443 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -19614596.000000 Penalty: 5895.629395
	Iteration 50Q: 3 clusters Score -1.96146e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -19614572.000000 Penalty: 5895.629395
	Iteration 51Q: 3 clusters Score -1.961457e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138954 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -19614616.000000 Penalty: 5895.629395
	Iteration 52Q: 3 clusters Score -1.961462e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139173 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -19614602.000000 Penalty: 5895.629395
	Iteration 53Q: 3 clusters Score -1.96146e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -19614632.000000 Penalty: 5895.629395
	Iteration 54Q: 3 clusters Score -1.961463e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139574 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -19614682.000000 Penalty: 5895.629395
	Iteration 55Q: 3 clusters Score -1.961468e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139741 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -19614690.000000 Penalty: 5895.629395
	Iteration 56Q: 3 clusters Score -1.961469e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139893 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -19614714.000000 Penalty: 5895.629395
	Iteration 57Q: 3 clusters Score -1.961471e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -19614730.000000 Penalty: 5895.629395
	Iteration 58Q: 3 clusters Score -1.961473e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -19614738.000000 Penalty: 5895.629395
	Iteration 59Q: 3 clusters Score -1.961474e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -19614710.000000 Penalty: 5895.629395
	Iteration 60F: 3 clusters Score -1.961471e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140350 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -19614732.000000 Penalty: 5895.629395
	Iteration 61Q: 3 clusters Score -1.961473e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140445 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -19614738.000000 Penalty: 5895.629395
	Iteration 62Q: 3 clusters Score -1.961474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140539 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -19614734.000000 Penalty: 5895.629395
	Iteration 63Q: 3 clusters Score -1.961473e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -19614726.000000 Penalty: 5895.629395
	Iteration 64Q: 3 clusters Score -1.961473e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140678 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -19614708.000000 Penalty: 5895.629395
	Iteration 65Q: 3 clusters Score -1.961471e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -19614726.000000 Penalty: 5895.629395
	Iteration 66Q: 3 clusters Score -1.961473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140768 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -19614728.000000 Penalty: 5895.629395
	Iteration 67Q: 3 clusters Score -1.961473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140796 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -19614732.000000 Penalty: 5895.629395
	Iteration 68Q: 3 clusters Score -1.961473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -19614718.000000 Penalty: 5895.629395
	Iteration 69Q: 3 clusters Score -1.961472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140846 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -19614714.000000 Penalty: 5895.629395
	Iteration 70Q: 3 clusters Score -1.961471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -19614714.000000 Penalty: 5895.629395
	Iteration 71Q: 3 clusters Score -1.961471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 5895.629395
	Iteration 72Q: 3 clusters Score -1.96147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140875 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -19614704.000000 Penalty: 5895.629395
	Iteration 73Q: 3 clusters Score -1.96147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -19614698.000000 Penalty: 5895.629395
	Iteration 74Q: 3 clusters Score -1.96147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140890 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -19614706.000000 Penalty: 5895.629395
	Iteration 75Q: 3 clusters Score -1.961471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -19614696.000000 Penalty: 5895.629395
	Iteration 76Q: 3 clusters Score -1.96147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -19614712.000000 Penalty: 5895.629395
	Iteration 77Q: 3 clusters Score -1.961471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140907 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -19614702.000000 Penalty: 5895.629395
	Iteration 78Q: 3 clusters Score -1.96147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140912 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 5895.629395
	Iteration 79Q: 3 clusters Score -1.96147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140919 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19614722.000000 Penalty: 5895.629395
	Iteration 80F: 3 clusters Score -1.961472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -19614710.000000 Penalty: 5895.629395
	Iteration 81Q: 3 clusters Score -1.961471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 5895.629395
	Iteration 82Q: 3 clusters Score -1.96147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140933 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -19614704.000000 Penalty: 5895.629395
	Iteration 83Q: 3 clusters Score -1.96147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -19614698.000000 Penalty: 5895.629395
	Iteration 84Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140936 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -19614710.000000 Penalty: 5895.629395
	Iteration 85Q: 3 clusters Score -1.961471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 5895.629395
	Iteration 86Q: 3 clusters Score -1.96147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19614696.000000 Penalty: 5895.629395
	Iteration 87Q: 3 clusters Score -1.96147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -19614698.000000 Penalty: 5895.629395
	Iteration 88Q: 3 clusters Score -1.96147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140954 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -19614698.000000 Penalty: 5895.629395
	Iteration 89Q: 3 clusters Score -1.96147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -19614702.000000 Penalty: 5895.629395
	Iteration 90Q: 3 clusters Score -1.96147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140969 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -19614694.000000 Penalty: 5895.629395
	Iteration 91Q: 3 clusters Score -1.961469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -19614696.000000 Penalty: 5895.629395
	Iteration 92Q: 3 clusters Score -1.96147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -19614698.000000 Penalty: 5895.629395
	Iteration 93Q: 3 clusters Score -1.96147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140997 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19614706.000000 Penalty: 5895.629395
	Iteration 94Q: 3 clusters Score -1.961471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141002 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19614708.000000 Penalty: 5895.629395
	Iteration 95Q: 3 clusters Score -1.961471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141004 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -19614702.000000 Penalty: 5895.629395
	Iteration 96Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141006 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 5895.629395
	Iteration 97Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141008 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -19614692.000000 Penalty: 5895.629395
	Iteration 98Q: 3 clusters Score -1.961469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141010 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -19614700.000000 Penalty: 5895.629395
	Iteration 99Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -19614692.000000 Penalty: 5895.629395
	Iteration 100F: 3 clusters Score -1.961469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -19614706.000000 Penalty: 5895.629395
	Iteration 101Q: 3 clusters Score -1.961471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141019 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -19614702.000000 Penalty: 5895.629395
	Iteration 102Q: 3 clusters Score -1.96147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -19614688.000000 Penalty: 5895.629395
	Iteration 103Q: 3 clusters Score -1.961469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -19614688.000000 Penalty: 5895.629395
	Iteration 104F: 3 clusters Score -1.961469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Entering Unmasked Estep 
Score: -9386080.000000 Penalty: 2763.303711
	Iteration 0F: 2 clusters Score -9386080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -9339610.000000 Penalty: 5526.607422
	Iteration 0F: 3 clusters Score -9339610 nChanged 32353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -9357882.000000 Penalty: 5526.607422
	Iteration 1F: 3 clusters Score -9357882 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -9358543.000000 Penalty: 5526.607422
	Iteration 2Q: 3 clusters Score -9358543 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -9359152.000000 Penalty: 5526.607422
	Iteration 3Q: 3 clusters Score -9359152 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -9359963.000000 Penalty: 5526.607422
	Iteration 4Q: 3 clusters Score -9359963 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -9361035.000000 Penalty: 5526.607422
	Iteration 5Q: 3 clusters Score -9361035 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -9362771.000000 Penalty: 5526.607422
	Iteration 6Q: 3 clusters Score -9362771 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -9365467.000000 Penalty: 5526.607422
	Iteration 7F: 3 clusters Score -9365467 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -9369183.000000 Penalty: 5526.607422
	Iteration 8F: 3 clusters Score -9369183 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -9373264.000000 Penalty: 5526.607422
	Iteration 9F: 3 clusters Score -9373264 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -9377023.000000 Penalty: 5526.607422
	Iteration 10F: 3 clusters Score -9377023 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -9379678.000000 Penalty: 5526.607422
	Iteration 11Q: 3 clusters Score -9379678 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9381416.000000 Penalty: 5526.607422
	Iteration 12Q: 3 clusters Score -9381416 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9382418.000000 Penalty: 5526.607422
	Iteration 13Q: 3 clusters Score -9382418 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9383065.000000 Penalty: 5526.607422
	Iteration 14Q: 3 clusters Score -9383065 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9383374.000000 Penalty: 5526.607422
	Iteration 15Q: 3 clusters Score -9383374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9383570.000000 Penalty: 5526.607422
	Iteration 16Q: 3 clusters Score -9383570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9383645.000000 Penalty: 5526.607422
	Iteration 17Q: 3 clusters Score -9383645 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9383700.000000 Penalty: 5526.607422
	Iteration 18Q: 3 clusters Score -9383700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9383753.000000 Penalty: 5526.607422
	Iteration 19Q: 3 clusters Score -9383753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9383799.000000 Penalty: 5526.607422
	Iteration 20F: 3 clusters Score -9383799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9383815.000000 Penalty: 5526.607422
	Iteration 21Q: 3 clusters Score -9383815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9383834.000000 Penalty: 5526.607422
	Iteration 22Q: 3 clusters Score -9383834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9383862.000000 Penalty: 5526.607422
	Iteration 23Q: 3 clusters Score -9383862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9383865.000000 Penalty: 5526.607422
	Iteration 24Q: 3 clusters Score -9383865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9383866.000000 Penalty: 5526.607422
	Iteration 25Q: 3 clusters Score -9383866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9383880.000000 Penalty: 5526.607422
	Iteration 26Q: 3 clusters Score -9383880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9383876.000000 Penalty: 5526.607422
	Iteration 27Q: 3 clusters Score -9383876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9383891.000000 Penalty: 5526.607422
	Iteration 28Q: 3 clusters Score -9383891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9383890.000000 Penalty: 5526.607422
	Iteration 29Q: 3 clusters Score -9383890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9383895.000000 Penalty: 5526.607422
	Iteration 30Q: 3 clusters Score -9383895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9383900.000000 Penalty: 5526.607422
	Iteration 31Q: 3 clusters Score -9383900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9383908.000000 Penalty: 5526.607422
	Iteration 32Q: 3 clusters Score -9383908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9383921.000000 Penalty: 5526.607422
	Iteration 33Q: 3 clusters Score -9383921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9383926.000000 Penalty: 5526.607422
	Iteration 34Q: 3 clusters Score -9383926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9383930.000000 Penalty: 5526.607422
	Iteration 35Q: 3 clusters Score -9383930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9383930.000000 Penalty: 5526.607422
	Iteration 36F: 3 clusters Score -9383930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 221 members 
Entering Unmasked Estep 
Score: -50302.468750 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50302.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50482.871094 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50482.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50568.707031 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -50568.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50613.796875 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50627.339844 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50627.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50629.375000 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50629.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50632.085938 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50632.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50632.085938 Penalty: 3005.324951
	Iteration 7F: 3 clusters Score -50632.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 139 members 
Entering Unmasked Estep 
Score: -31142.361328 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31142.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31281.736328 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31281.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31311.750000 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31311.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31321.140625 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31321.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31327.166016 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31327.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31327.166016 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -31327.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -1336278.375000 Penalty: 2292.336426
	Iteration 0F: 2 clusters Score -1336278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1328375.125000 Penalty: 4584.672852
	Iteration 0F: 3 clusters Score -1328375 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1330743.500000 Penalty: 4584.672852
	Iteration 1F: 3 clusters Score -1330744 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1331074.000000 Penalty: 4584.672852
	Iteration 2F: 3 clusters Score -1331074 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1331314.625000 Penalty: 4584.672852
	Iteration 3F: 3 clusters Score -1331315 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1331531.875000 Penalty: 4584.672852
	Iteration 4Q: 3 clusters Score -1331532 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1331798.250000 Penalty: 4584.672852
	Iteration 5Q: 3 clusters Score -1331798 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1332157.875000 Penalty: 4584.672852
	Iteration 6Q: 3 clusters Score -1332158 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1332560.125000 Penalty: 4584.672852
	Iteration 7F: 3 clusters Score -1332560 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1332971.000000 Penalty: 4584.672852
	Iteration 8F: 3 clusters Score -1332971 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1333318.000000 Penalty: 4584.672852
	Iteration 9F: 3 clusters Score -1333318 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1333618.750000 Penalty: 4584.672852
	Iteration 10Q: 3 clusters Score -1333619 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1333878.750000 Penalty: 4584.672852
	Iteration 11Q: 3 clusters Score -1333879 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1334135.375000 Penalty: 4584.672852
	Iteration 12Q: 3 clusters Score -1334135 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1334382.250000 Penalty: 4584.672852
	Iteration 13Q: 3 clusters Score -1334382 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1334608.375000 Penalty: 4584.672852
	Iteration 14Q: 3 clusters Score -1334608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1334769.000000 Penalty: 4584.672852
	Iteration 15Q: 3 clusters Score -1334769 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1334892.125000 Penalty: 4584.672852
	Iteration 16Q: 3 clusters Score -1334892 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1335021.125000 Penalty: 4584.672852
	Iteration 17Q: 3 clusters Score -1335021 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1335115.125000 Penalty: 4584.672852
	Iteration 18Q: 3 clusters Score -1335115 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1335197.000000 Penalty: 4584.672852
	Iteration 19Q: 3 clusters Score -1335197 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1335253.000000 Penalty: 4584.672852
	Iteration 20F: 3 clusters Score -1335253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1335280.625000 Penalty: 4584.672852
	Iteration 21Q: 3 clusters Score -1335281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1335298.875000 Penalty: 4584.672852
	Iteration 22Q: 3 clusters Score -1335299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1335309.375000 Penalty: 4584.672852
	Iteration 23Q: 3 clusters Score -1335309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1335320.250000 Penalty: 4584.672852
	Iteration 24Q: 3 clusters Score -1335320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1335327.250000 Penalty: 4584.672852
	Iteration 25Q: 3 clusters Score -1335327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1335332.000000 Penalty: 4584.672852
	Iteration 26Q: 3 clusters Score -1335332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1335338.250000 Penalty: 4584.672852
	Iteration 27Q: 3 clusters Score -1335338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1335340.625000 Penalty: 4584.672852
	Iteration 28Q: 3 clusters Score -1335341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1335337.625000 Penalty: 4584.672852
	Iteration 29Q: 3 clusters Score -1335338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1335337.625000 Penalty: 4584.672852
	Iteration 30F: 3 clusters Score -1335338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47906.937500 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -47906.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46481.394531 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -46481.39 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46755.375000 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -46755.38 nChanged 29
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: -46952.480469 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -46952.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47137.839844 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -47137.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47478.320312 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -47478.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47628.070312 Penalty: 3081.452637
	Iteration 5F: 3 clusters Score -47628.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -47754.351562 Penalty: 3081.452637
	Iteration 6F: 3 clusters Score -47754.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -47869.105469 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -47869.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -47932.980469 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -47932.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -47963.886719 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -47963.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -47963.886719 Penalty: 3081.452637
	Iteration 10F: 3 clusters Score -47963.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39763 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13017 members 
Mstep: Class 11 contains 80188 members 
Mstep: Class 12 contains 145270 members 
Mstep: Class 13 contains 69034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 163266 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196571 members 
Mstep: Class 22 contains 30755 members 
Mstep: Class 23 contains 142095 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 75 members 
Entering Unmasked Estep 
Score: -126430136.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126432048.000000 to -126430136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (163266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Entering Unmasked Estep 
Score: -22113930.000000 Penalty: 2976.777588
	Iteration 0F: 2 clusters Score -2.211393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -22008124.000000 Penalty: 5953.555176
	Iteration 0F: 3 clusters Score -2.200812e+07 nChanged 78193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -22053566.000000 Penalty: 5953.555176
	Iteration 1F: 3 clusters Score -2.205357e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -22054918.000000 Penalty: 5953.555176
	Iteration 2Q: 3 clusters Score -2.205492e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -22057076.000000 Penalty: 5953.555176
	Iteration 3Q: 3 clusters Score -2.205708e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -22060094.000000 Penalty: 5953.555176
	Iteration 4Q: 3 clusters Score -2.206009e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -22065178.000000 Penalty: 5953.555176
	Iteration 5F: 3 clusters Score -2.206518e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -22072884.000000 Penalty: 5953.555176
	Iteration 6F: 3 clusters Score -2.207288e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -22082498.000000 Penalty: 5953.555176
	Iteration 7F: 3 clusters Score -2.20825e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -22091276.000000 Penalty: 5953.555176
	Iteration 8F: 3 clusters Score -2.209128e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -22096452.000000 Penalty: 5953.555176
	Iteration 9F: 3 clusters Score -2.209645e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -22098962.000000 Penalty: 5953.555176
	Iteration 10Q: 3 clusters Score -2.209896e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
Score: -22100524.000000 Penalty: 5953.555176
	Iteration 11Q: 3 clusters Score -2.210052e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -22101924.000000 Penalty: 5953.555176
	Iteration 12Q: 3 clusters Score -2.210192e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -22103414.000000 Penalty: 5953.555176
	Iteration 13Q: 3 clusters Score -2.210341e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -22104764.000000 Penalty: 5953.555176
	Iteration 14Q: 3 clusters Score -2.210476e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 119236 members 
Entering Unmasked Estep 
Score: -22106392.000000 Penalty: 5953.555176
	Iteration 15Q: 3 clusters Score -2.210639e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -22107794.000000 Penalty: 5953.555176
	Iteration 16Q: 3 clusters Score -2.210779e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -22108600.000000 Penalty: 5953.555176
	Iteration 17Q: 3 clusters Score -2.21086e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -22109300.000000 Penalty: 5953.555176
	Iteration 18Q: 3 clusters Score -2.21093e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -22109498.000000 Penalty: 5953.555176
	Iteration 19Q: 3 clusters Score -2.21095e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 120724 members 
Entering Unmasked Estep 
Score: -22109672.000000 Penalty: 5953.555176
	Iteration 20F: 3 clusters Score -2.210967e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -22109786.000000 Penalty: 5953.555176
	Iteration 21Q: 3 clusters Score -2.210979e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -22109852.000000 Penalty: 5953.555176
	Iteration 22Q: 3 clusters Score -2.210985e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -22109990.000000 Penalty: 5953.555176
	Iteration 23Q: 3 clusters Score -2.210999e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 120627 members 
Entering Unmasked Estep 
Score: -22109952.000000 Penalty: 5953.555176
	Iteration 24Q: 3 clusters Score -2.210995e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 120578 members 
Entering Unmasked Estep 
Score: -22109970.000000 Penalty: 5953.555176
	Iteration 25Q: 3 clusters Score -2.210997e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 120537 members 
Entering Unmasked Estep 
Score: -22109988.000000 Penalty: 5953.555176
	Iteration 26Q: 3 clusters Score -2.210999e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 120494 members 
Entering Unmasked Estep 
Score: -22110000.000000 Penalty: 5953.555176
	Iteration 27Q: 3 clusters Score -2.211e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 120449 members 
Entering Unmasked Estep 
Score: -22110010.000000 Penalty: 5953.555176
	Iteration 28Q: 3 clusters Score -2.211001e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -22109996.000000 Penalty: 5953.555176
	Iteration 29Q: 3 clusters Score -2.211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -22109950.000000 Penalty: 5953.555176
	Iteration 30Q: 3 clusters Score -2.210995e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -22109962.000000 Penalty: 5953.555176
	Iteration 31Q: 3 clusters Score -2.210996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -22109956.000000 Penalty: 5953.555176
	Iteration 32Q: 3 clusters Score -2.210996e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -22109976.000000 Penalty: 5953.555176
	Iteration 33Q: 3 clusters Score -2.210998e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -22109974.000000 Penalty: 5953.555176
	Iteration 34Q: 3 clusters Score -2.210997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -22109966.000000 Penalty: 5953.555176
	Iteration 35Q: 3 clusters Score -2.210997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -22109994.000000 Penalty: 5953.555176
	Iteration 36Q: 3 clusters Score -2.210999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -22109988.000000 Penalty: 5953.555176
	Iteration 37Q: 3 clusters Score -2.210999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -22110000.000000 Penalty: 5953.555176
	Iteration 38Q: 3 clusters Score -2.211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -22110010.000000 Penalty: 5953.555176
	Iteration 39Q: 3 clusters Score -2.211001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -22110018.000000 Penalty: 5953.555176
	Iteration 40F: 3 clusters Score -2.211002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -22110004.000000 Penalty: 5953.555176
	Iteration 41Q: 3 clusters Score -2.211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -22109984.000000 Penalty: 5953.555176
	Iteration 42Q: 3 clusters Score -2.210998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 120079 members 
Entering Unmasked Estep 
Score: -22110000.000000 Penalty: 5953.555176
	Iteration 43Q: 3 clusters Score -2.211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -22109996.000000 Penalty: 5953.555176
	Iteration 44Q: 3 clusters Score -2.211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -22110000.000000 Penalty: 5953.555176
	Iteration 45Q: 3 clusters Score -2.211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -22110018.000000 Penalty: 5953.555176
	Iteration 46Q: 3 clusters Score -2.211002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -22110018.000000 Penalty: 5953.555176
	Iteration 47Q: 3 clusters Score -2.211002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -22110010.000000 Penalty: 5953.555176
	Iteration 48Q: 3 clusters Score -2.211001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -22110006.000000 Penalty: 5953.555176
	Iteration 49Q: 3 clusters Score -2.211001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -22110006.000000 Penalty: 5953.555176
	Iteration 50Q: 3 clusters Score -2.211001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -22110006.000000 Penalty: 5953.555176
	Iteration 51Q: 3 clusters Score -2.211001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -22110006.000000 Penalty: 5953.555176
	Iteration 52Q: 3 clusters Score -2.211001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -22109996.000000 Penalty: 5953.555176
	Iteration 53Q: 3 clusters Score -2.211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -22109994.000000 Penalty: 5953.555176
	Iteration 54Q: 3 clusters Score -2.210999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -22109994.000000 Penalty: 5953.555176
	Iteration 55F: 3 clusters Score -2.210999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -52928.062500 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -52928.06 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 209 members 
Entering Unmasked Estep 
Score: -51454.843750 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -51454.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51596.003906 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -51596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51639.203125 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -51639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51673.101562 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -51673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51682.261719 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -51682.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51687.160156 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -51687.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51687.160156 Penalty: 2991.219971
	Iteration 6F: 3 clusters Score -51687.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 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 132 members 
Entering Unmasked Estep 
Score: -31782.878906 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31782.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31963.458984 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31963.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32167.910156 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32167.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32255.394531 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -32255.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32352.326172 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32352.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32432.019531 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32432.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32495.414062 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32495.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32536.619141 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32536.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32540.275391 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32540.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32545.322266 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32545.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32551.703125 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32554.535156 Penalty: 2827.420166
	Iteration 11Q: 3 clusters Score -32554.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32557.929688 Penalty: 2827.420166
	Iteration 12Q: 3 clusters Score -32557.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32557.929688 Penalty: 2827.420166
	Iteration 13F: 3 clusters Score -32557.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196571 members 
Entering Unmasked Estep 
Score: -26689784.000000 Penalty: 3022.817139
	Iteration 0F: 2 clusters Score -2.668978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -26563500.000000 Penalty: 6045.634277
	Iteration 0F: 3 clusters Score -2.65635e+07 nChanged 94741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -26619462.000000 Penalty: 6045.634277
	Iteration 1F: 3 clusters Score -2.661946e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -26621080.000000 Penalty: 6045.634277
	Iteration 2Q: 3 clusters Score -2.662108e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -26623550.000000 Penalty: 6045.634277
	Iteration 3Q: 3 clusters Score -2.662355e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 102721 members 
Entering Unmasked Estep 
Score: -26627236.000000 Penalty: 6045.634277
	Iteration 4Q: 3 clusters Score -2.662724e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -26633026.000000 Penalty: 6045.634277
	Iteration 5Q: 3 clusters Score -2.663303e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -26642516.000000 Penalty: 6045.634277
	Iteration 6F: 3 clusters Score -2.664252e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -26654724.000000 Penalty: 6045.634277
	Iteration 7F: 3 clusters Score -2.665472e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -26665024.000000 Penalty: 6045.634277
	Iteration 8F: 3 clusters Score -2.666502e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -26669766.000000 Penalty: 6045.634277
	Iteration 9Q: 3 clusters Score -2.666977e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -26671730.000000 Penalty: 6045.634277
	Iteration 10Q: 3 clusters Score -2.667173e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -26673588.000000 Penalty: 6045.634277
	Iteration 11Q: 3 clusters Score -2.667359e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -26675192.000000 Penalty: 6045.634277
	Iteration 12Q: 3 clusters Score -2.667519e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -26676720.000000 Penalty: 6045.634277
	Iteration 13Q: 3 clusters Score -2.667672e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -26678166.000000 Penalty: 6045.634277
	Iteration 14Q: 3 clusters Score -2.667817e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -26679222.000000 Penalty: 6045.634277
	Iteration 15Q: 3 clusters Score -2.667922e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -26680150.000000 Penalty: 6045.634277
	Iteration 16Q: 3 clusters Score -2.668015e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -26680768.000000 Penalty: 6045.634277
	Iteration 17Q: 3 clusters Score -2.668077e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -26681248.000000 Penalty: 6045.634277
	Iteration 18Q: 3 clusters Score -2.668125e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -26681562.000000 Penalty: 6045.634277
	Iteration 19Q: 3 clusters Score -2.668156e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -26681840.000000 Penalty: 6045.634277
	Iteration 20F: 3 clusters Score -2.668184e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -26682076.000000 Penalty: 6045.634277
	Iteration 21Q: 3 clusters Score -2.668208e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -26682280.000000 Penalty: 6045.634277
	Iteration 22Q: 3 clusters Score -2.668228e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -26682382.000000 Penalty: 6045.634277
	Iteration 23Q: 3 clusters Score -2.668238e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -26682406.000000 Penalty: 6045.634277
	Iteration 24Q: 3 clusters Score -2.668241e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -26682438.000000 Penalty: 6045.634277
	Iteration 25Q: 3 clusters Score -2.668244e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -26682414.000000 Penalty: 6045.634277
	Iteration 26Q: 3 clusters Score -2.668241e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -26682526.000000 Penalty: 6045.634277
	Iteration 27Q: 3 clusters Score -2.668253e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -26682568.000000 Penalty: 6045.634277
	Iteration 28Q: 3 clusters Score -2.668257e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -26682564.000000 Penalty: 6045.634277
	Iteration 29Q: 3 clusters Score -2.668256e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -26682686.000000 Penalty: 6045.634277
	Iteration 30Q: 3 clusters Score -2.668269e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -26682624.000000 Penalty: 6045.634277
	Iteration 31Q: 3 clusters Score -2.668262e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -26682612.000000 Penalty: 6045.634277
	Iteration 32Q: 3 clusters Score -2.668261e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -26682624.000000 Penalty: 6045.634277
	Iteration 33Q: 3 clusters Score -2.668262e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -26682600.000000 Penalty: 6045.634277
	Iteration 34Q: 3 clusters Score -2.66826e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -26682678.000000 Penalty: 6045.634277
	Iteration 35Q: 3 clusters Score -2.668268e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -26682714.000000 Penalty: 6045.634277
	Iteration 36Q: 3 clusters Score -2.668271e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -26682642.000000 Penalty: 6045.634277
	Iteration 37Q: 3 clusters Score -2.668264e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -26682618.000000 Penalty: 6045.634277
	Iteration 38Q: 3 clusters Score -2.668262e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -26682638.000000 Penalty: 6045.634277
	Iteration 39Q: 3 clusters Score -2.668264e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -26682612.000000 Penalty: 6045.634277
	Iteration 40F: 3 clusters Score -2.668261e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104145 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -26682626.000000 Penalty: 6045.634277
	Iteration 41Q: 3 clusters Score -2.668263e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -26682586.000000 Penalty: 6045.634277
	Iteration 42Q: 3 clusters Score -2.668259e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -26682570.000000 Penalty: 6045.634277
	Iteration 43Q: 3 clusters Score -2.668257e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -26682614.000000 Penalty: 6045.634277
	Iteration 44Q: 3 clusters Score -2.668261e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -26682586.000000 Penalty: 6045.634277
	Iteration 45Q: 3 clusters Score -2.668259e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -26682528.000000 Penalty: 6045.634277
	Iteration 46Q: 3 clusters Score -2.668253e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -26682530.000000 Penalty: 6045.634277
	Iteration 47Q: 3 clusters Score -2.668253e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -26682528.000000 Penalty: 6045.634277
	Iteration 48Q: 3 clusters Score -2.668253e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -26682522.000000 Penalty: 6045.634277
	Iteration 49Q: 3 clusters Score -2.668252e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -26682522.000000 Penalty: 6045.634277
	Iteration 50Q: 3 clusters Score -2.668252e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -26682530.000000 Penalty: 6045.634277
	Iteration 51Q: 3 clusters Score -2.668253e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -26682572.000000 Penalty: 6045.634277
	Iteration 52Q: 3 clusters Score -2.668257e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -26682596.000000 Penalty: 6045.634277
	Iteration 53Q: 3 clusters Score -2.66826e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -26682602.000000 Penalty: 6045.634277
	Iteration 54Q: 3 clusters Score -2.66826e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -26682580.000000 Penalty: 6045.634277
	Iteration 55Q: 3 clusters Score -2.668258e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112305 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -26682578.000000 Penalty: 6045.634277
	Iteration 56Q: 3 clusters Score -2.668258e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -26682534.000000 Penalty: 6045.634277
	Iteration 57Q: 3 clusters Score -2.668253e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -26682518.000000 Penalty: 6045.634277
	Iteration 58Q: 3 clusters Score -2.668252e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -26682618.000000 Penalty: 6045.634277
	Iteration 59Q: 3 clusters Score -2.668262e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -26682684.000000 Penalty: 6045.634277
	Iteration 60F: 3 clusters Score -2.668268e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -26682714.000000 Penalty: 6045.634277
	Iteration 61Q: 3 clusters Score -2.668271e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -26682738.000000 Penalty: 6045.634277
	Iteration 62Q: 3 clusters Score -2.668274e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -26682762.000000 Penalty: 6045.634277
	Iteration 63Q: 3 clusters Score -2.668276e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -26682802.000000 Penalty: 6045.634277
	Iteration 64Q: 3 clusters Score -2.66828e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -26682764.000000 Penalty: 6045.634277
	Iteration 65Q: 3 clusters Score -2.668276e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -26682728.000000 Penalty: 6045.634277
	Iteration 66Q: 3 clusters Score -2.668273e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -26682720.000000 Penalty: 6045.634277
	Iteration 67Q: 3 clusters Score -2.668272e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -26682712.000000 Penalty: 6045.634277
	Iteration 68Q: 3 clusters Score -2.668271e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -26682786.000000 Penalty: 6045.634277
	Iteration 69Q: 3 clusters Score -2.668279e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118663 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -26682826.000000 Penalty: 6045.634277
	Iteration 70Q: 3 clusters Score -2.668283e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -26682828.000000 Penalty: 6045.634277
	Iteration 71Q: 3 clusters Score -2.668283e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -26682806.000000 Penalty: 6045.634277
	Iteration 72Q: 3 clusters Score -2.668281e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119861 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -26682842.000000 Penalty: 6045.634277
	Iteration 73Q: 3 clusters Score -2.668284e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -26682812.000000 Penalty: 6045.634277
	Iteration 74Q: 3 clusters Score -2.668281e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -26682856.000000 Penalty: 6045.634277
	Iteration 75Q: 3 clusters Score -2.668286e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -26682830.000000 Penalty: 6045.634277
	Iteration 76Q: 3 clusters Score -2.668283e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121344 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -26682866.000000 Penalty: 6045.634277
	Iteration 77Q: 3 clusters Score -2.668287e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -26682862.000000 Penalty: 6045.634277
	Iteration 78Q: 3 clusters Score -2.668286e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122010 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -26682778.000000 Penalty: 6045.634277
	Iteration 79Q: 3 clusters Score -2.668278e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -26682848.000000 Penalty: 6045.634277
	Iteration 80F: 3 clusters Score -2.668285e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122745 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -26682900.000000 Penalty: 6045.634277
	Iteration 81Q: 3 clusters Score -2.66829e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -26682980.000000 Penalty: 6045.634277
	Iteration 82Q: 3 clusters Score -2.668298e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -26682990.000000 Penalty: 6045.634277
	Iteration 83Q: 3 clusters Score -2.668299e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -26682960.000000 Penalty: 6045.634277
	Iteration 84Q: 3 clusters Score -2.668296e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -26682928.000000 Penalty: 6045.634277
	Iteration 85Q: 3 clusters Score -2.668293e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -26682936.000000 Penalty: 6045.634277
	Iteration 86Q: 3 clusters Score -2.668294e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -26682968.000000 Penalty: 6045.634277
	Iteration 87Q: 3 clusters Score -2.668297e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124990 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -26682972.000000 Penalty: 6045.634277
	Iteration 88Q: 3 clusters Score -2.668297e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -26683038.000000 Penalty: 6045.634277
	Iteration 89Q: 3 clusters Score -2.668304e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -26682966.000000 Penalty: 6045.634277
	Iteration 90Q: 3 clusters Score -2.668297e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -26683046.000000 Penalty: 6045.634277
	Iteration 91Q: 3 clusters Score -2.668305e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126493 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -26683062.000000 Penalty: 6045.634277
	Iteration 92Q: 3 clusters Score -2.668306e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -26683108.000000 Penalty: 6045.634277
	Iteration 93Q: 3 clusters Score -2.668311e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127341 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -26683096.000000 Penalty: 6045.634277
	Iteration 94Q: 3 clusters Score -2.66831e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -26683120.000000 Penalty: 6045.634277
	Iteration 95Q: 3 clusters Score -2.668312e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128235 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -26683134.000000 Penalty: 6045.634277
	Iteration 96Q: 3 clusters Score -2.668313e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128718 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -26683116.000000 Penalty: 6045.634277
	Iteration 97Q: 3 clusters Score -2.668312e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -26683056.000000 Penalty: 6045.634277
	Iteration 98Q: 3 clusters Score -2.668306e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129725 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -26683080.000000 Penalty: 6045.634277
	Iteration 99Q: 3 clusters Score -2.668308e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130189 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -26683118.000000 Penalty: 6045.634277
	Iteration 100F: 3 clusters Score -2.668312e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -26683166.000000 Penalty: 6045.634277
	Iteration 101Q: 3 clusters Score -2.668317e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -26683210.000000 Penalty: 6045.634277
	Iteration 102Q: 3 clusters Score -2.668321e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131521 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -26683124.000000 Penalty: 6045.634277
	Iteration 103Q: 3 clusters Score -2.668312e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -26683112.000000 Penalty: 6045.634277
	Iteration 104Q: 3 clusters Score -2.668311e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -26683122.000000 Penalty: 6045.634277
	Iteration 105Q: 3 clusters Score -2.668312e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132784 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -26683098.000000 Penalty: 6045.634277
	Iteration 106Q: 3 clusters Score -2.66831e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133226 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -26683126.000000 Penalty: 6045.634277
	Iteration 107Q: 3 clusters Score -2.668313e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -26683104.000000 Penalty: 6045.634277
	Iteration 108Q: 3 clusters Score -2.66831e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134127 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -26683148.000000 Penalty: 6045.634277
	Iteration 109Q: 3 clusters Score -2.668315e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -26683174.000000 Penalty: 6045.634277
	Iteration 110Q: 3 clusters Score -2.668317e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -26683184.000000 Penalty: 6045.634277
	Iteration 111Q: 3 clusters Score -2.668318e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135343 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -26683220.000000 Penalty: 6045.634277
	Iteration 112Q: 3 clusters Score -2.668322e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -26683190.000000 Penalty: 6045.634277
	Iteration 113Q: 3 clusters Score -2.668319e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -26683198.000000 Penalty: 6045.634277
	Iteration 114Q: 3 clusters Score -2.66832e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136654 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -26683214.000000 Penalty: 6045.634277
	Iteration 115Q: 3 clusters Score -2.668321e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137113 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -26683242.000000 Penalty: 6045.634277
	Iteration 116Q: 3 clusters Score -2.668324e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137599 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -26683264.000000 Penalty: 6045.634277
	Iteration 117Q: 3 clusters Score -2.668326e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -26683304.000000 Penalty: 6045.634277
	Iteration 118Q: 3 clusters Score -2.66833e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138530 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -26683346.000000 Penalty: 6045.634277
	Iteration 119Q: 3 clusters Score -2.668335e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -26683460.000000 Penalty: 6045.634277
	Iteration 120F: 3 clusters Score -2.668346e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -26683530.000000 Penalty: 6045.634277
	Iteration 121Q: 3 clusters Score -2.668353e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -26683568.000000 Penalty: 6045.634277
	Iteration 122Q: 3 clusters Score -2.668357e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -26683634.000000 Penalty: 6045.634277
	Iteration 123Q: 3 clusters Score -2.668363e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -26683664.000000 Penalty: 6045.634277
	Iteration 124Q: 3 clusters Score -2.668366e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141137 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -26683678.000000 Penalty: 6045.634277
	Iteration 125Q: 3 clusters Score -2.668368e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -26683684.000000 Penalty: 6045.634277
	Iteration 126Q: 3 clusters Score -2.668368e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -26683762.000000 Penalty: 6045.634277
	Iteration 127Q: 3 clusters Score -2.668376e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -26683734.000000 Penalty: 6045.634277
	Iteration 128Q: 3 clusters Score -2.668373e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142855 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -26683854.000000 Penalty: 6045.634277
	Iteration 129Q: 3 clusters Score -2.668385e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -26683880.000000 Penalty: 6045.634277
	Iteration 130Q: 3 clusters Score -2.668388e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -26683848.000000 Penalty: 6045.634277
	Iteration 131Q: 3 clusters Score -2.668385e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -26683900.000000 Penalty: 6045.634277
	Iteration 132Q: 3 clusters Score -2.66839e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144440 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -26683930.000000 Penalty: 6045.634277
	Iteration 133Q: 3 clusters Score -2.668393e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -26683912.000000 Penalty: 6045.634277
	Iteration 134Q: 3 clusters Score -2.668391e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -26683974.000000 Penalty: 6045.634277
	Iteration 135Q: 3 clusters Score -2.668397e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -26684058.000000 Penalty: 6045.634277
	Iteration 136Q: 3 clusters Score -2.668406e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146450 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -26684118.000000 Penalty: 6045.634277
	Iteration 137Q: 3 clusters Score -2.668412e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -26684196.000000 Penalty: 6045.634277
	Iteration 138Q: 3 clusters Score -2.66842e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -26684282.000000 Penalty: 6045.634277
	Iteration 139Q: 3 clusters Score -2.668428e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -26684278.000000 Penalty: 6045.634277
	Iteration 140F: 3 clusters Score -2.668428e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -26684360.000000 Penalty: 6045.634277
	Iteration 141Q: 3 clusters Score -2.668436e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148943 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -26684388.000000 Penalty: 6045.634277
	Iteration 142Q: 3 clusters Score -2.668439e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -26684422.000000 Penalty: 6045.634277
	Iteration 143Q: 3 clusters Score -2.668442e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149811 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -26684490.000000 Penalty: 6045.634277
	Iteration 144Q: 3 clusters Score -2.668449e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -26684506.000000 Penalty: 6045.634277
	Iteration 145Q: 3 clusters Score -2.668451e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -26684532.000000 Penalty: 6045.634277
	Iteration 146Q: 3 clusters Score -2.668453e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151188 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -26684604.000000 Penalty: 6045.634277
	Iteration 147Q: 3 clusters Score -2.66846e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -26684650.000000 Penalty: 6045.634277
	Iteration 148Q: 3 clusters Score -2.668465e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -26684748.000000 Penalty: 6045.634277
	Iteration 149Q: 3 clusters Score -2.668475e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -26684754.000000 Penalty: 6045.634277
	Iteration 150Q: 3 clusters Score -2.668475e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -26684834.000000 Penalty: 6045.634277
	Iteration 151Q: 3 clusters Score -2.668483e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -26684906.000000 Penalty: 6045.634277
	Iteration 152Q: 3 clusters Score -2.668491e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -26684952.000000 Penalty: 6045.634277
	Iteration 153Q: 3 clusters Score -2.668495e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -26684988.000000 Penalty: 6045.634277
	Iteration 154Q: 3 clusters Score -2.668499e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -26685032.000000 Penalty: 6045.634277
	Iteration 155Q: 3 clusters Score -2.668503e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -26685114.000000 Penalty: 6045.634277
	Iteration 156Q: 3 clusters Score -2.668511e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -26685124.000000 Penalty: 6045.634277
	Iteration 157Q: 3 clusters Score -2.668512e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -26685214.000000 Penalty: 6045.634277
	Iteration 158Q: 3 clusters Score -2.668521e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -26685236.000000 Penalty: 6045.634277
	Iteration 159Q: 3 clusters Score -2.668524e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157269 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -26685172.000000 Penalty: 6045.634277
	Iteration 160F: 3 clusters Score -2.668517e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -26685180.000000 Penalty: 6045.634277
	Iteration 161Q: 3 clusters Score -2.668518e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -26685234.000000 Penalty: 6045.634277
	Iteration 162Q: 3 clusters Score -2.668523e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158781 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -26685290.000000 Penalty: 6045.634277
	Iteration 163Q: 3 clusters Score -2.668529e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -26685310.000000 Penalty: 6045.634277
	Iteration 164Q: 3 clusters Score -2.668531e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -26685390.000000 Penalty: 6045.634277
	Iteration 165Q: 3 clusters Score -2.668539e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -26685404.000000 Penalty: 6045.634277
	Iteration 166Q: 3 clusters Score -2.66854e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160866 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -26685412.000000 Penalty: 6045.634277
	Iteration 167Q: 3 clusters Score -2.668541e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -26685542.000000 Penalty: 6045.634277
	Iteration 168Q: 3 clusters Score -2.668554e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161908 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -26685456.000000 Penalty: 6045.634277
	Iteration 169Q: 3 clusters Score -2.668546e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162391 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -26685476.000000 Penalty: 6045.634277
	Iteration 170Q: 3 clusters Score -2.668548e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162854 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -26685502.000000 Penalty: 6045.634277
	Iteration 171Q: 3 clusters Score -2.66855e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163340 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -26685546.000000 Penalty: 6045.634277
	Iteration 172Q: 3 clusters Score -2.668555e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -26685612.000000 Penalty: 6045.634277
	Iteration 173Q: 3 clusters Score -2.668561e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -26685610.000000 Penalty: 6045.634277
	Iteration 174Q: 3 clusters Score -2.668561e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -26685730.000000 Penalty: 6045.634277
	Iteration 175Q: 3 clusters Score -2.668573e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -26685736.000000 Penalty: 6045.634277
	Iteration 176Q: 3 clusters Score -2.668574e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -26685674.000000 Penalty: 6045.634277
	Iteration 177Q: 3 clusters Score -2.668567e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -26685774.000000 Penalty: 6045.634277
	Iteration 178Q: 3 clusters Score -2.668577e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -26685886.000000 Penalty: 6045.634277
	Iteration 179Q: 3 clusters Score -2.668589e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167486 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -26685848.000000 Penalty: 6045.634277
	Iteration 180F: 3 clusters Score -2.668585e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168093 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -26685918.000000 Penalty: 6045.634277
	Iteration 181Q: 3 clusters Score -2.668592e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -26685900.000000 Penalty: 6045.634277
	Iteration 182Q: 3 clusters Score -2.66859e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -26685902.000000 Penalty: 6045.634277
	Iteration 183Q: 3 clusters Score -2.66859e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169888 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -26685920.000000 Penalty: 6045.634277
	Iteration 184Q: 3 clusters Score -2.668592e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -26685966.000000 Penalty: 6045.634277
	Iteration 185Q: 3 clusters Score -2.668597e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171105 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -26686010.000000 Penalty: 6045.634277
	Iteration 186Q: 3 clusters Score -2.668601e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -26686050.000000 Penalty: 6045.634277
	Iteration 187Q: 3 clusters Score -2.668605e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -26686082.000000 Penalty: 6045.634277
	Iteration 188Q: 3 clusters Score -2.668608e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -26686112.000000 Penalty: 6045.634277
	Iteration 189Q: 3 clusters Score -2.668611e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -26686220.000000 Penalty: 6045.634277
	Iteration 190Q: 3 clusters Score -2.668622e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174155 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -26686274.000000 Penalty: 6045.634277
	Iteration 191Q: 3 clusters Score -2.668627e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174785 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -26686300.000000 Penalty: 6045.634277
	Iteration 192Q: 3 clusters Score -2.66863e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175408 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -26686358.000000 Penalty: 6045.634277
	Iteration 193Q: 3 clusters Score -2.668636e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176051 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -26686412.000000 Penalty: 6045.634277
	Iteration 194Q: 3 clusters Score -2.668641e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -26686528.000000 Penalty: 6045.634277
	Iteration 195Q: 3 clusters Score -2.668653e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177435 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -26686646.000000 Penalty: 6045.634277
	Iteration 196Q: 3 clusters Score -2.668665e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178196 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -26686692.000000 Penalty: 6045.634277
	Iteration 197Q: 3 clusters Score -2.668669e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -26686736.000000 Penalty: 6045.634277
	Iteration 198Q: 3 clusters Score -2.668674e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179625 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -26686692.000000 Penalty: 6045.634277
	Iteration 199Q: 3 clusters Score -2.668669e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -26686688.000000 Penalty: 6045.634277
	Iteration 200F: 3 clusters Score -2.668669e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180863 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -26686658.000000 Penalty: 6045.634277
	Iteration 201Q: 3 clusters Score -2.668666e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181464 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -26686644.000000 Penalty: 6045.634277
	Iteration 202Q: 3 clusters Score -2.668664e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -26686690.000000 Penalty: 6045.634277
	Iteration 203Q: 3 clusters Score -2.668669e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182586 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -26686678.000000 Penalty: 6045.634277
	Iteration 204Q: 3 clusters Score -2.668668e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183170 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -26686724.000000 Penalty: 6045.634277
	Iteration 205Q: 3 clusters Score -2.668672e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183751 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -26686700.000000 Penalty: 6045.634277
	Iteration 206Q: 3 clusters Score -2.66867e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184377 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -26686724.000000 Penalty: 6045.634277
	Iteration 207Q: 3 clusters Score -2.668672e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184993 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -26686804.000000 Penalty: 6045.634277
	Iteration 208Q: 3 clusters Score -2.66868e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185647 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -26686868.000000 Penalty: 6045.634277
	Iteration 209Q: 3 clusters Score -2.668687e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186266 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -26686852.000000 Penalty: 6045.634277
	Iteration 210Q: 3 clusters Score -2.668685e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186865 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -26686902.000000 Penalty: 6045.634277
	Iteration 211Q: 3 clusters Score -2.66869e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -26686976.000000 Penalty: 6045.634277
	Iteration 212Q: 3 clusters Score -2.668698e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188041 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -26687084.000000 Penalty: 6045.634277
	Iteration 213Q: 3 clusters Score -2.668708e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188600 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -26687160.000000 Penalty: 6045.634277
	Iteration 214Q: 3 clusters Score -2.668716e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -26687302.000000 Penalty: 6045.634277
	Iteration 215Q: 3 clusters Score -2.66873e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189624 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -26687318.000000 Penalty: 6045.634277
	Iteration 216Q: 3 clusters Score -2.668732e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190115 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -26687266.000000 Penalty: 6045.634277
	Iteration 217Q: 3 clusters Score -2.668727e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -26687276.000000 Penalty: 6045.634277
	Iteration 218Q: 3 clusters Score -2.668728e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191065 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -26687244.000000 Penalty: 6045.634277
	Iteration 219Q: 3 clusters Score -2.668724e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191525 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -26687356.000000 Penalty: 6045.634277
	Iteration 220F: 3 clusters Score -2.668736e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191926 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -26687446.000000 Penalty: 6045.634277
	Iteration 221Q: 3 clusters Score -2.668745e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192303 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -26687442.000000 Penalty: 6045.634277
	Iteration 222Q: 3 clusters Score -2.668744e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192661 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -26687522.000000 Penalty: 6045.634277
	Iteration 223Q: 3 clusters Score -2.668752e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192970 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -26687500.000000 Penalty: 6045.634277
	Iteration 224Q: 3 clusters Score -2.66875e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193271 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -26687608.000000 Penalty: 6045.634277
	Iteration 225Q: 3 clusters Score -2.668761e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193537 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -26687630.000000 Penalty: 6045.634277
	Iteration 226Q: 3 clusters Score -2.668763e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -26687692.000000 Penalty: 6045.634277
	Iteration 227Q: 3 clusters Score -2.668769e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193999 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -26687726.000000 Penalty: 6045.634277
	Iteration 228Q: 3 clusters Score -2.668773e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194189 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -26687772.000000 Penalty: 6045.634277
	Iteration 229Q: 3 clusters Score -2.668777e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194346 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -26687774.000000 Penalty: 6045.634277
	Iteration 230Q: 3 clusters Score -2.668777e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -26687760.000000 Penalty: 6045.634277
	Iteration 231Q: 3 clusters Score -2.668776e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194607 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -26687798.000000 Penalty: 6045.634277
	Iteration 232Q: 3 clusters Score -2.66878e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -26687794.000000 Penalty: 6045.634277
	Iteration 233Q: 3 clusters Score -2.668779e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194817 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -26687806.000000 Penalty: 6045.634277
	Iteration 234Q: 3 clusters Score -2.668781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194901 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -26687804.000000 Penalty: 6045.634277
	Iteration 235Q: 3 clusters Score -2.66878e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194959 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -26687788.000000 Penalty: 6045.634277
	Iteration 236Q: 3 clusters Score -2.668779e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -26687796.000000 Penalty: 6045.634277
	Iteration 237Q: 3 clusters Score -2.66878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195067 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -26687828.000000 Penalty: 6045.634277
	Iteration 238Q: 3 clusters Score -2.668783e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -26687818.000000 Penalty: 6045.634277
	Iteration 239Q: 3 clusters Score -2.668782e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195162 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -26687786.000000 Penalty: 6045.634277
	Iteration 240F: 3 clusters Score -2.668779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195198 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26687764.000000 Penalty: 6045.634277
	Iteration 241Q: 3 clusters Score -2.668776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195219 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26687746.000000 Penalty: 6045.634277
	Iteration 242Q: 3 clusters Score -2.668775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -26687716.000000 Penalty: 6045.634277
	Iteration 243Q: 3 clusters Score -2.668772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195263 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -26687722.000000 Penalty: 6045.634277
	Iteration 244Q: 3 clusters Score -2.668772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195288 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26687748.000000 Penalty: 6045.634277
	Iteration 245Q: 3 clusters Score -2.668775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195303 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26687754.000000 Penalty: 6045.634277
	Iteration 246Q: 3 clusters Score -2.668775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195308 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -26687754.000000 Penalty: 6045.634277
	Iteration 247Q: 3 clusters Score -2.668775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -26687740.000000 Penalty: 6045.634277
	Iteration 248Q: 3 clusters Score -2.668774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195328 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -26687748.000000 Penalty: 6045.634277
	Iteration 249Q: 3 clusters Score -2.668775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195339 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -26687754.000000 Penalty: 6045.634277
	Iteration 250Q: 3 clusters Score -2.668775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195347 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -26687738.000000 Penalty: 6045.634277
	Iteration 251Q: 3 clusters Score -2.668774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195351 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -26687744.000000 Penalty: 6045.634277
	Iteration 252Q: 3 clusters Score -2.668774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195355 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -26687748.000000 Penalty: 6045.634277
	Iteration 253Q: 3 clusters Score -2.668775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195358 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -26687746.000000 Penalty: 6045.634277
	Iteration 254Q: 3 clusters Score -2.668775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -26687752.000000 Penalty: 6045.634277
	Iteration 255Q: 3 clusters Score -2.668775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195368 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -26687740.000000 Penalty: 6045.634277
	Iteration 256Q: 3 clusters Score -2.668774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195373 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -26687742.000000 Penalty: 6045.634277
	Iteration 257Q: 3 clusters Score -2.668774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195374 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -26687740.000000 Penalty: 6045.634277
	Iteration 258Q: 3 clusters Score -2.668774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195377 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -26687748.000000 Penalty: 6045.634277
	Iteration 259Q: 3 clusters Score -2.668775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195380 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -26687746.000000 Penalty: 6045.634277
	Iteration 260F: 3 clusters Score -2.668775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195387 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -26687734.000000 Penalty: 6045.634277
	Iteration 261Q: 3 clusters Score -2.668773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195392 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -26687744.000000 Penalty: 6045.634277
	Iteration 262Q: 3 clusters Score -2.668774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195399 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -26687738.000000 Penalty: 6045.634277
	Iteration 263Q: 3 clusters Score -2.668774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195403 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -26687738.000000 Penalty: 6045.634277
	Iteration 264Q: 3 clusters Score -2.668774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195409 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -26687734.000000 Penalty: 6045.634277
	Iteration 265Q: 3 clusters Score -2.668773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195414 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -26687760.000000 Penalty: 6045.634277
	Iteration 266Q: 3 clusters Score -2.668776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -26687762.000000 Penalty: 6045.634277
	Iteration 267Q: 3 clusters Score -2.668776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195423 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -26687760.000000 Penalty: 6045.634277
	Iteration 268Q: 3 clusters Score -2.668776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195431 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -26687746.000000 Penalty: 6045.634277
	Iteration 269Q: 3 clusters Score -2.668775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195436 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -26687730.000000 Penalty: 6045.634277
	Iteration 270Q: 3 clusters Score -2.668773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195444 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -26687732.000000 Penalty: 6045.634277
	Iteration 271Q: 3 clusters Score -2.668773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195452 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -26687734.000000 Penalty: 6045.634277
	Iteration 272Q: 3 clusters Score -2.668773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195458 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -26687728.000000 Penalty: 6045.634277
	Iteration 273Q: 3 clusters Score -2.668773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195464 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -26687730.000000 Penalty: 6045.634277
	Iteration 274Q: 3 clusters Score -2.668773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195466 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26687732.000000 Penalty: 6045.634277
	Iteration 275Q: 3 clusters Score -2.668773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195470 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -26687738.000000 Penalty: 6045.634277
	Iteration 276Q: 3 clusters Score -2.668774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195472 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -26687742.000000 Penalty: 6045.634277
	Iteration 277Q: 3 clusters Score -2.668774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -26687746.000000 Penalty: 6045.634277
	Iteration 278Q: 3 clusters Score -2.668775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -26687746.000000 Penalty: 6045.634277
	Iteration 279F: 3 clusters Score -2.668775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Entering Unmasked Estep 
Score: -4006582.750000 Penalty: 2562.784424
	Iteration 0F: 2 clusters Score -4006583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3985581.250000 Penalty: 5125.568848
	Iteration 0F: 3 clusters Score -3985581 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3993157.500000 Penalty: 5125.568848
	Iteration 1F: 3 clusters Score -3993158 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3993769.500000 Penalty: 5125.568848
	Iteration 2F: 3 clusters Score -3993770 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3994420.500000 Penalty: 5125.568848
	Iteration 3Q: 3 clusters Score -3994420 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3995229.750000 Penalty: 5125.568848
	Iteration 4F: 3 clusters Score -3995230 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3996118.500000 Penalty: 5125.568848
	Iteration 5F: 3 clusters Score -3996118 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3997148.250000 Penalty: 5125.568848
	Iteration 6F: 3 clusters Score -3997148 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3998203.750000 Penalty: 5125.568848
	Iteration 7F: 3 clusters Score -3998204 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3999294.000000 Penalty: 5125.568848
	Iteration 8F: 3 clusters Score -3999294 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4000261.500000 Penalty: 5125.568848
	Iteration 9F: 3 clusters Score -4000262 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4001101.500000 Penalty: 5125.568848
	Iteration 10Q: 3 clusters Score -4001102 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -4001751.500000 Penalty: 5125.568848
	Iteration 11Q: 3 clusters Score -4001752 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4002186.500000 Penalty: 5125.568848
	Iteration 12Q: 3 clusters Score -4002186 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4002445.500000 Penalty: 5125.568848
	Iteration 13Q: 3 clusters Score -4002446 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4002618.500000 Penalty: 5125.568848
	Iteration 14Q: 3 clusters Score -4002618 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4002723.500000 Penalty: 5125.568848
	Iteration 15Q: 3 clusters Score -4002724 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4002817.500000 Penalty: 5125.568848
	Iteration 16Q: 3 clusters Score -4002818 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4002880.250000 Penalty: 5125.568848
	Iteration 17Q: 3 clusters Score -4002880 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4002951.000000 Penalty: 5125.568848
	Iteration 18Q: 3 clusters Score -4002951 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4003001.250000 Penalty: 5125.568848
	Iteration 19Q: 3 clusters Score -4003001 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4003034.250000 Penalty: 5125.568848
	Iteration 20F: 3 clusters Score -4003034 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4003075.500000 Penalty: 5125.568848
	Iteration 21Q: 3 clusters Score -4003076 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4003118.500000 Penalty: 5125.568848
	Iteration 22Q: 3 clusters Score -4003118 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4003142.750000 Penalty: 5125.568848
	Iteration 23Q: 3 clusters Score -4003143 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4003165.750000 Penalty: 5125.568848
	Iteration 24Q: 3 clusters Score -4003166 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4003215.000000 Penalty: 5125.568848
	Iteration 25Q: 3 clusters Score -4003215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4003229.500000 Penalty: 5125.568848
	Iteration 26Q: 3 clusters Score -4003230 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4003266.250000 Penalty: 5125.568848
	Iteration 27Q: 3 clusters Score -4003266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4003273.500000 Penalty: 5125.568848
	Iteration 28Q: 3 clusters Score -4003274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4003294.500000 Penalty: 5125.568848
	Iteration 29Q: 3 clusters Score -4003294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -4003318.500000 Penalty: 5125.568848
	Iteration 30Q: 3 clusters Score -4003318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4003326.500000 Penalty: 5125.568848
	Iteration 31Q: 3 clusters Score -4003326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4003339.500000 Penalty: 5125.568848
	Iteration 32Q: 3 clusters Score -4003340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4003355.250000 Penalty: 5125.568848
	Iteration 33Q: 3 clusters Score -4003355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4003364.500000 Penalty: 5125.568848
	Iteration 34Q: 3 clusters Score -4003364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4003372.000000 Penalty: 5125.568848
	Iteration 35Q: 3 clusters Score -4003372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4003391.000000 Penalty: 5125.568848
	Iteration 36Q: 3 clusters Score -4003391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4003408.000000 Penalty: 5125.568848
	Iteration 37Q: 3 clusters Score -4003408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -4003415.250000 Penalty: 5125.568848
	Iteration 38Q: 3 clusters Score -4003415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4003448.250000 Penalty: 5125.568848
	Iteration 39Q: 3 clusters Score -4003448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -4003452.250000 Penalty: 5125.568848
	Iteration 40F: 3 clusters Score -4003452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4003454.500000 Penalty: 5125.568848
	Iteration 41Q: 3 clusters Score -4003454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4003474.750000 Penalty: 5125.568848
	Iteration 42Q: 3 clusters Score -4003475 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4003474.500000 Penalty: 5125.568848
	Iteration 43Q: 3 clusters Score -4003474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4003476.000000 Penalty: 5125.568848
	Iteration 44Q: 3 clusters Score -4003476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4003486.750000 Penalty: 5125.568848
	Iteration 45Q: 3 clusters Score -4003487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -4003498.250000 Penalty: 5125.568848
	Iteration 46Q: 3 clusters Score -4003498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4003502.250000 Penalty: 5125.568848
	Iteration 47Q: 3 clusters Score -4003502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4003515.250000 Penalty: 5125.568848
	Iteration 48Q: 3 clusters Score -4003515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -4003520.000000 Penalty: 5125.568848
	Iteration 49Q: 3 clusters Score -4003520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4003518.750000 Penalty: 5125.568848
	Iteration 50Q: 3 clusters Score -4003519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4003530.750000 Penalty: 5125.568848
	Iteration 51Q: 3 clusters Score -4003531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4003527.250000 Penalty: 5125.568848
	Iteration 52Q: 3 clusters Score -4003527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4003530.500000 Penalty: 5125.568848
	Iteration 53Q: 3 clusters Score -4003530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4003541.250000 Penalty: 5125.568848
	Iteration 54Q: 3 clusters Score -4003541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4003539.250000 Penalty: 5125.568848
	Iteration 55Q: 3 clusters Score -4003539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4003544.500000 Penalty: 5125.568848
	Iteration 56Q: 3 clusters Score -4003544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4003553.000000 Penalty: 5125.568848
	Iteration 57Q: 3 clusters Score -4003553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4003550.000000 Penalty: 5125.568848
	Iteration 58Q: 3 clusters Score -4003550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4003544.000000 Penalty: 5125.568848
	Iteration 59Q: 3 clusters Score -4003544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -4003547.750000 Penalty: 5125.568848
	Iteration 60F: 3 clusters Score -4003548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4003549.500000 Penalty: 5125.568848
	Iteration 61Q: 3 clusters Score -4003550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4003553.000000 Penalty: 5125.568848
	Iteration 62Q: 3 clusters Score -4003553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4003553.000000 Penalty: 5125.568848
	Iteration 63Q: 3 clusters Score -4003553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4003548.000000 Penalty: 5125.568848
	Iteration 64Q: 3 clusters Score -4003548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4003549.750000 Penalty: 5125.568848
	Iteration 65Q: 3 clusters Score -4003550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4003547.500000 Penalty: 5125.568848
	Iteration 66Q: 3 clusters Score -4003548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4003544.750000 Penalty: 5125.568848
	Iteration 67Q: 3 clusters Score -4003545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4003551.250000 Penalty: 5125.568848
	Iteration 68Q: 3 clusters Score -4003551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4003561.000000 Penalty: 5125.568848
	Iteration 69Q: 3 clusters Score -4003561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4003561.500000 Penalty: 5125.568848
	Iteration 70Q: 3 clusters Score -4003562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4003560.250000 Penalty: 5125.568848
	Iteration 71Q: 3 clusters Score -4003560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4003564.500000 Penalty: 5125.568848
	Iteration 72Q: 3 clusters Score -4003564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4003572.750000 Penalty: 5125.568848
	Iteration 73Q: 3 clusters Score -4003573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4003572.500000 Penalty: 5125.568848
	Iteration 74Q: 3 clusters Score -4003572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4003568.500000 Penalty: 5125.568848
	Iteration 75Q: 3 clusters Score -4003568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -4003565.250000 Penalty: 5125.568848
	Iteration 76Q: 3 clusters Score -4003565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4003566.750000 Penalty: 5125.568848
	Iteration 77Q: 3 clusters Score -4003567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4003572.250000 Penalty: 5125.568848
	Iteration 78Q: 3 clusters Score -4003572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4003575.000000 Penalty: 5125.568848
	Iteration 79Q: 3 clusters Score -4003575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4003587 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4003582 nChanged 21
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Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4003582 nChanged 19
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Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4003583 nChanged 20
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Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4003582 nChanged 24
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Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4003595 nChanged 17
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Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4003593 nChanged 25
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Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4003594 nChanged 24
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Mstep: Class 1 contains 19527 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4003592 nChanged 22
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Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4003592 nChanged 33
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Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4003599 nChanged 30
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Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4003599 nChanged 28
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Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 11077 members 
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	Iteration 96Q: 3 clusters Score -4003595 nChanged 30
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Mstep: Class 1 contains 19708 members 
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	Iteration 97Q: 3 clusters Score -4003598 nChanged 24
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Mstep: Class 1 contains 19732 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19798 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4003599 nChanged 39
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Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19859 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19883 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4003618 nChanged 25
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4003624 nChanged 32
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4003622 nChanged 30
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Mstep: Class 1 contains 20102 members 
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	Iteration 112Q: 3 clusters Score -4003622 nChanged 23
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Mstep: Class 1 contains 20172 members 
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Mstep: Class 1 contains 20193 members 
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	Iteration 119Q: 3 clusters Score -4003638 nChanged 25
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Mstep: Class 1 contains 20296 members 
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	Iteration 120F: 3 clusters Score -4003638 nChanged 22
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	Iteration 122Q: 3 clusters Score -4003649 nChanged 27
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	Iteration 123Q: 3 clusters Score -4003649 nChanged 35
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	Iteration 124Q: 3 clusters Score -4003659 nChanged 36
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	Iteration 125Q: 3 clusters Score -4003663 nChanged 32
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	Iteration 126Q: 3 clusters Score -4003668 nChanged 24
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	Iteration 127Q: 3 clusters Score -4003663 nChanged 23
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	Iteration 128Q: 3 clusters Score -4003664 nChanged 23
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	Iteration 129Q: 3 clusters Score -4003668 nChanged 31
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	Iteration 130Q: 3 clusters Score -4003669 nChanged 37
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	Iteration 131Q: 3 clusters Score -4003668 nChanged 55
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	Iteration 132Q: 3 clusters Score -4003686 nChanged 57
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	Iteration 133Q: 3 clusters Score -4003697 nChanged 54
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	Iteration 134Q: 3 clusters Score -4003704 nChanged 54
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	Iteration 135Q: 3 clusters Score -4003703 nChanged 55
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	Iteration 136Q: 3 clusters Score -4003709 nChanged 65
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	Iteration 137Q: 3 clusters Score -4003728 nChanged 65
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	Iteration 138Q: 3 clusters Score -4003728 nChanged 73
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	Iteration 139Q: 3 clusters Score -4003744 nChanged 76
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	Iteration 140F: 3 clusters Score -4003749 nChanged 76
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	Iteration 141Q: 3 clusters Score -4003745 nChanged 77
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	Iteration 142Q: 3 clusters Score -4003766 nChanged 80
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	Iteration 143Q: 3 clusters Score -4003780 nChanged 92
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	Iteration 145Q: 3 clusters Score -4003809 nChanged 80
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	Iteration 146Q: 3 clusters Score -4003839 nChanged 82
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	Iteration 148Q: 3 clusters Score -4003862 nChanged 96
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	Iteration 149Q: 3 clusters Score -4003864 nChanged 98
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	Iteration 151Q: 3 clusters Score -4003914 nChanged 101
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	Iteration 153Q: 3 clusters Score -4003952 nChanged 107
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	Iteration 158Q: 3 clusters Score -4004027 nChanged 65
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	Iteration 159Q: 3 clusters Score -4004034 nChanged 67
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	Iteration 160F: 3 clusters Score -4004040 nChanged 49
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	Iteration 161Q: 3 clusters Score -4004047 nChanged 44
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	Iteration 162Q: 3 clusters Score -4004048 nChanged 47
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	Iteration 163Q: 3 clusters Score -4004046 nChanged 37
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	Iteration 164Q: 3 clusters Score -4004054 nChanged 30
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	Iteration 165Q: 3 clusters Score -4004056 nChanged 22
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	Iteration 166Q: 3 clusters Score -4004054 nChanged 20
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	Iteration 167Q: 3 clusters Score -4004057 nChanged 28
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	Iteration 168Q: 3 clusters Score -4004060 nChanged 19
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	Iteration 169Q: 3 clusters Score -4004060 nChanged 16
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	Iteration 170Q: 3 clusters Score -4004061 nChanged 9
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	Iteration 171Q: 3 clusters Score -4004058 nChanged 12
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	Iteration 172Q: 3 clusters Score -4004058 nChanged 10
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Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4004058.500000 Penalty: 5125.568848
	Iteration 173Q: 3 clusters Score -4004058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -4004054.000000 Penalty: 5125.568848
	Iteration 174Q: 3 clusters Score -4004054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4004059.750000 Penalty: 5125.568848
	Iteration 175Q: 3 clusters Score -4004060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4004063.750000 Penalty: 5125.568848
	Iteration 176Q: 3 clusters Score -4004064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4004069.500000 Penalty: 5125.568848
	Iteration 177Q: 3 clusters Score -4004070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4004076.250000 Penalty: 5125.568848
	Iteration 178Q: 3 clusters Score -4004076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4004065.000000 Penalty: 5125.568848
	Iteration 179Q: 3 clusters Score -4004065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4004072.250000 Penalty: 5125.568848
	Iteration 180F: 3 clusters Score -4004072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4004075.000000 Penalty: 5125.568848
	Iteration 181Q: 3 clusters Score -4004075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4004074.500000 Penalty: 5125.568848
	Iteration 182Q: 3 clusters Score -4004074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4004074.000000 Penalty: 5125.568848
	Iteration 183Q: 3 clusters Score -4004074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4004076.250000 Penalty: 5125.568848
	Iteration 184Q: 3 clusters Score -4004076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4004079.500000 Penalty: 5125.568848
	Iteration 185Q: 3 clusters Score -4004080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4004083.250000 Penalty: 5125.568848
	Iteration 186Q: 3 clusters Score -4004083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4004080.250000 Penalty: 5125.568848
	Iteration 187Q: 3 clusters Score -4004080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4004076.250000 Penalty: 5125.568848
	Iteration 188Q: 3 clusters Score -4004076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4004075.250000 Penalty: 5125.568848
	Iteration 189Q: 3 clusters Score -4004075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4004072.250000 Penalty: 5125.568848
	Iteration 190Q: 3 clusters Score -4004072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4004069.250000 Penalty: 5125.568848
	Iteration 191Q: 3 clusters Score -4004069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4004072.500000 Penalty: 5125.568848
	Iteration 192Q: 3 clusters Score -4004072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4004074.750000 Penalty: 5125.568848
	Iteration 193Q: 3 clusters Score -4004075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4004070.750000 Penalty: 5125.568848
	Iteration 194Q: 3 clusters Score -4004071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4004070.750000 Penalty: 5125.568848
	Iteration 195F: 3 clusters Score -4004071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (142095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142095 members 
Entering Unmasked Estep 
Score: -19226030.000000 Penalty: 2942.334229
	Iteration 0F: 2 clusters Score -1.922603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -19131092.000000 Penalty: 5884.668457
	Iteration 0F: 3 clusters Score -1.913109e+07 nChanged 67812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -19170642.000000 Penalty: 5884.668457
	Iteration 1F: 3 clusters Score -1.917064e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -19171828.000000 Penalty: 5884.668457
	Iteration 2Q: 3 clusters Score -1.917183e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -19173332.000000 Penalty: 5884.668457
	Iteration 3Q: 3 clusters Score -1.917333e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -19175618.000000 Penalty: 5884.668457
	Iteration 4Q: 3 clusters Score -1.917562e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -19179148.000000 Penalty: 5884.668457
	Iteration 5Q: 3 clusters Score -1.917915e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -19184502.000000 Penalty: 5884.668457
	Iteration 6F: 3 clusters Score -1.91845e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -19191922.000000 Penalty: 5884.668457
	Iteration 7F: 3 clusters Score -1.919192e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -19199268.000000 Penalty: 5884.668457
	Iteration 8F: 3 clusters Score -1.919927e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -19204092.000000 Penalty: 5884.668457
	Iteration 9F: 3 clusters Score -1.920409e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -19206070.000000 Penalty: 5884.668457
	Iteration 10Q: 3 clusters Score -1.920607e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -19207030.000000 Penalty: 5884.668457
	Iteration 11Q: 3 clusters Score -1.920703e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -19207708.000000 Penalty: 5884.668457
	Iteration 12Q: 3 clusters Score -1.920771e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -19208338.000000 Penalty: 5884.668457
	Iteration 13Q: 3 clusters Score -1.920834e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -19208804.000000 Penalty: 5884.668457
	Iteration 14Q: 3 clusters Score -1.92088e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -19209346.000000 Penalty: 5884.668457
	Iteration 15Q: 3 clusters Score -1.920935e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -19209816.000000 Penalty: 5884.668457
	Iteration 16Q: 3 clusters Score -1.920982e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -19210074.000000 Penalty: 5884.668457
	Iteration 17Q: 3 clusters Score -1.921007e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -19210422.000000 Penalty: 5884.668457
	Iteration 18Q: 3 clusters Score -1.921042e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -19210864.000000 Penalty: 5884.668457
	Iteration 19Q: 3 clusters Score -1.921086e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -19211154.000000 Penalty: 5884.668457
	Iteration 20F: 3 clusters Score -1.921115e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -19211522.000000 Penalty: 5884.668457
	Iteration 21Q: 3 clusters Score -1.921152e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -19211896.000000 Penalty: 5884.668457
	Iteration 22Q: 3 clusters Score -1.92119e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -19212316.000000 Penalty: 5884.668457
	Iteration 23Q: 3 clusters Score -1.921232e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -19212776.000000 Penalty: 5884.668457
	Iteration 24Q: 3 clusters Score -1.921278e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -19213166.000000 Penalty: 5884.668457
	Iteration 25Q: 3 clusters Score -1.921317e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -19213458.000000 Penalty: 5884.668457
	Iteration 26Q: 3 clusters Score -1.921346e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -19213904.000000 Penalty: 5884.668457
	Iteration 27Q: 3 clusters Score -1.92139e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -19214312.000000 Penalty: 5884.668457
	Iteration 28Q: 3 clusters Score -1.921431e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -19214770.000000 Penalty: 5884.668457
	Iteration 29Q: 3 clusters Score -1.921477e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -19215300.000000 Penalty: 5884.668457
	Iteration 30Q: 3 clusters Score -1.92153e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -19215630.000000 Penalty: 5884.668457
	Iteration 31Q: 3 clusters Score -1.921563e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -19216040.000000 Penalty: 5884.668457
	Iteration 32Q: 3 clusters Score -1.921604e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -19216382.000000 Penalty: 5884.668457
	Iteration 33Q: 3 clusters Score -1.921638e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -19216532.000000 Penalty: 5884.668457
	Iteration 34Q: 3 clusters Score -1.921653e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -19216662.000000 Penalty: 5884.668457
	Iteration 35Q: 3 clusters Score -1.921666e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -19216824.000000 Penalty: 5884.668457
	Iteration 36Q: 3 clusters Score -1.921682e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -19216962.000000 Penalty: 5884.668457
	Iteration 37Q: 3 clusters Score -1.921696e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -19217078.000000 Penalty: 5884.668457
	Iteration 38Q: 3 clusters Score -1.921708e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -19217120.000000 Penalty: 5884.668457
	Iteration 39Q: 3 clusters Score -1.921712e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -19217172.000000 Penalty: 5884.668457
	Iteration 40F: 3 clusters Score -1.921717e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -19217202.000000 Penalty: 5884.668457
	Iteration 41Q: 3 clusters Score -1.92172e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -19217232.000000 Penalty: 5884.668457
	Iteration 42Q: 3 clusters Score -1.921723e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -19217294.000000 Penalty: 5884.668457
	Iteration 43Q: 3 clusters Score -1.921729e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -19217302.000000 Penalty: 5884.668457
	Iteration 44Q: 3 clusters Score -1.92173e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -19217428.000000 Penalty: 5884.668457
	Iteration 45Q: 3 clusters Score -1.921743e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -19217480.000000 Penalty: 5884.668457
	Iteration 46Q: 3 clusters Score -1.921748e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -19217538.000000 Penalty: 5884.668457
	Iteration 47Q: 3 clusters Score -1.921754e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -19217574.000000 Penalty: 5884.668457
	Iteration 48Q: 3 clusters Score -1.921757e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -19217646.000000 Penalty: 5884.668457
	Iteration 49Q: 3 clusters Score -1.921765e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -19217752.000000 Penalty: 5884.668457
	Iteration 50Q: 3 clusters Score -1.921775e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -19217824.000000 Penalty: 5884.668457
	Iteration 51Q: 3 clusters Score -1.921782e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -19217922.000000 Penalty: 5884.668457
	Iteration 52Q: 3 clusters Score -1.921792e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -19217918.000000 Penalty: 5884.668457
	Iteration 53Q: 3 clusters Score -1.921792e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -19218016.000000 Penalty: 5884.668457
	Iteration 54Q: 3 clusters Score -1.921802e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -19218114.000000 Penalty: 5884.668457
	Iteration 55Q: 3 clusters Score -1.921811e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -19218210.000000 Penalty: 5884.668457
	Iteration 56Q: 3 clusters Score -1.921821e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -19218312.000000 Penalty: 5884.668457
	Iteration 57Q: 3 clusters Score -1.921831e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -19218406.000000 Penalty: 5884.668457
	Iteration 58Q: 3 clusters Score -1.921841e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -19218488.000000 Penalty: 5884.668457
	Iteration 59Q: 3 clusters Score -1.921849e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -19218646.000000 Penalty: 5884.668457
	Iteration 60F: 3 clusters Score -1.921865e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -19218680.000000 Penalty: 5884.668457
	Iteration 61Q: 3 clusters Score -1.921868e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -19218758.000000 Penalty: 5884.668457
	Iteration 62Q: 3 clusters Score -1.921876e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -19218730.000000 Penalty: 5884.668457
	Iteration 63Q: 3 clusters Score -1.921873e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -19218842.000000 Penalty: 5884.668457
	Iteration 64Q: 3 clusters Score -1.921884e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -19218820.000000 Penalty: 5884.668457
	Iteration 65Q: 3 clusters Score -1.921882e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 95906 members 
Entering Unmasked Estep 
Score: -19218914.000000 Penalty: 5884.668457
	Iteration 66Q: 3 clusters Score -1.921891e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -19219048.000000 Penalty: 5884.668457
	Iteration 67Q: 3 clusters Score -1.921905e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -19219204.000000 Penalty: 5884.668457
	Iteration 68Q: 3 clusters Score -1.92192e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -19219416.000000 Penalty: 5884.668457
	Iteration 69Q: 3 clusters Score -1.921942e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -19219482.000000 Penalty: 5884.668457
	Iteration 70Q: 3 clusters Score -1.921948e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -19219556.000000 Penalty: 5884.668457
	Iteration 71Q: 3 clusters Score -1.921956e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -19219820.000000 Penalty: 5884.668457
	Iteration 72Q: 3 clusters Score -1.921982e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -19220024.000000 Penalty: 5884.668457
	Iteration 73Q: 3 clusters Score -1.922002e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -19220152.000000 Penalty: 5884.668457
	Iteration 74Q: 3 clusters Score -1.922015e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -19220256.000000 Penalty: 5884.668457
	Iteration 75Q: 3 clusters Score -1.922026e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -19220450.000000 Penalty: 5884.668457
	Iteration 76Q: 3 clusters Score -1.922045e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -19220692.000000 Penalty: 5884.668457
	Iteration 77Q: 3 clusters Score -1.922069e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -19220848.000000 Penalty: 5884.668457
	Iteration 78Q: 3 clusters Score -1.922085e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -19221014.000000 Penalty: 5884.668457
	Iteration 79Q: 3 clusters Score -1.922101e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -19221222.000000 Penalty: 5884.668457
	Iteration 80F: 3 clusters Score -1.922122e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -19221340.000000 Penalty: 5884.668457
	Iteration 81Q: 3 clusters Score -1.922134e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -19221472.000000 Penalty: 5884.668457
	Iteration 82Q: 3 clusters Score -1.922147e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 111659 members 
Entering Unmasked Estep 
Score: -19221674.000000 Penalty: 5884.668457
	Iteration 83Q: 3 clusters Score -1.922167e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -19221848.000000 Penalty: 5884.668457
	Iteration 84Q: 3 clusters Score -1.922185e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 113761 members 
Entering Unmasked Estep 
Score: -19222094.000000 Penalty: 5884.668457
	Iteration 85Q: 3 clusters Score -1.922209e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -19222328.000000 Penalty: 5884.668457
	Iteration 86Q: 3 clusters Score -1.922233e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -19222440.000000 Penalty: 5884.668457
	Iteration 87Q: 3 clusters Score -1.922244e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 116992 members 
Entering Unmasked Estep 
Score: -19222666.000000 Penalty: 5884.668457
	Iteration 88Q: 3 clusters Score -1.922267e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -19222830.000000 Penalty: 5884.668457
	Iteration 89Q: 3 clusters Score -1.922283e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -19222990.000000 Penalty: 5884.668457
	Iteration 90Q: 3 clusters Score -1.922299e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -19223140.000000 Penalty: 5884.668457
	Iteration 91Q: 3 clusters Score -1.922314e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 120871 members 
Entering Unmasked Estep 
Score: -19223282.000000 Penalty: 5884.668457
	Iteration 92Q: 3 clusters Score -1.922328e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 121704 members 
Entering Unmasked Estep 
Score: -19223512.000000 Penalty: 5884.668457
	Iteration 93Q: 3 clusters Score -1.922351e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -19223542.000000 Penalty: 5884.668457
	Iteration 94Q: 3 clusters Score -1.922354e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -19223558.000000 Penalty: 5884.668457
	Iteration 95Q: 3 clusters Score -1.922356e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 123968 members 
Entering Unmasked Estep 
Score: -19223670.000000 Penalty: 5884.668457
	Iteration 96Q: 3 clusters Score -1.922367e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -19223786.000000 Penalty: 5884.668457
	Iteration 97Q: 3 clusters Score -1.922379e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 125314 members 
Entering Unmasked Estep 
Score: -19223822.000000 Penalty: 5884.668457
	Iteration 98Q: 3 clusters Score -1.922382e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -19223956.000000 Penalty: 5884.668457
	Iteration 99Q: 3 clusters Score -1.922396e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 126601 members 
Entering Unmasked Estep 
Score: -19224012.000000 Penalty: 5884.668457
	Iteration 100F: 3 clusters Score -1.922401e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -19224152.000000 Penalty: 5884.668457
	Iteration 101Q: 3 clusters Score -1.922415e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -19224198.000000 Penalty: 5884.668457
	Iteration 102Q: 3 clusters Score -1.92242e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -19224274.000000 Penalty: 5884.668457
	Iteration 103Q: 3 clusters Score -1.922427e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 128795 members 
Entering Unmasked Estep 
Score: -19224284.000000 Penalty: 5884.668457
	Iteration 104Q: 3 clusters Score -1.922428e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -19224454.000000 Penalty: 5884.668457
	Iteration 105Q: 3 clusters Score -1.922445e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -19224542.000000 Penalty: 5884.668457
	Iteration 106Q: 3 clusters Score -1.922454e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -19224580.000000 Penalty: 5884.668457
	Iteration 107Q: 3 clusters Score -1.922458e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -19224694.000000 Penalty: 5884.668457
	Iteration 108Q: 3 clusters Score -1.922469e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -19224754.000000 Penalty: 5884.668457
	Iteration 109Q: 3 clusters Score -1.922475e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 131530 members 
Entering Unmasked Estep 
Score: -19224802.000000 Penalty: 5884.668457
	Iteration 110Q: 3 clusters Score -1.92248e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 131895 members 
Entering Unmasked Estep 
Score: -19224810.000000 Penalty: 5884.668457
	Iteration 111Q: 3 clusters Score -1.922481e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 132222 members 
Entering Unmasked Estep 
Score: -19224752.000000 Penalty: 5884.668457
	Iteration 112Q: 3 clusters Score -1.922475e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 132515 members 
Entering Unmasked Estep 
Score: -19224858.000000 Penalty: 5884.668457
	Iteration 113Q: 3 clusters Score -1.922486e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 132791 members 
Entering Unmasked Estep 
Score: -19224890.000000 Penalty: 5884.668457
	Iteration 114Q: 3 clusters Score -1.922489e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -19224888.000000 Penalty: 5884.668457
	Iteration 115Q: 3 clusters Score -1.922489e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 133330 members 
Entering Unmasked Estep 
Score: -19224906.000000 Penalty: 5884.668457
	Iteration 116Q: 3 clusters Score -1.922491e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 133570 members 
Entering Unmasked Estep 
Score: -19224928.000000 Penalty: 5884.668457
	Iteration 117Q: 3 clusters Score -1.922493e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -19224960.000000 Penalty: 5884.668457
	Iteration 118Q: 3 clusters Score -1.922496e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -19224988.000000 Penalty: 5884.668457
	Iteration 119Q: 3 clusters Score -1.922499e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 134170 members 
Entering Unmasked Estep 
Score: -19224982.000000 Penalty: 5884.668457
	Iteration 120F: 3 clusters Score -1.922498e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 134334 members 
Entering Unmasked Estep 
Score: -19224986.000000 Penalty: 5884.668457
	Iteration 121Q: 3 clusters Score -1.922499e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 134500 members 
Entering Unmasked Estep 
Score: -19224968.000000 Penalty: 5884.668457
	Iteration 122Q: 3 clusters Score -1.922497e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 134662 members 
Entering Unmasked Estep 
Score: -19224990.000000 Penalty: 5884.668457
	Iteration 123Q: 3 clusters Score -1.922499e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -19224980.000000 Penalty: 5884.668457
	Iteration 124Q: 3 clusters Score -1.922498e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -19224944.000000 Penalty: 5884.668457
	Iteration 125Q: 3 clusters Score -1.922494e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -19224978.000000 Penalty: 5884.668457
	Iteration 126Q: 3 clusters Score -1.922498e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -19224998.000000 Penalty: 5884.668457
	Iteration 127Q: 3 clusters Score -1.9225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 135405 members 
Entering Unmasked Estep 
Score: -19225004.000000 Penalty: 5884.668457
	Iteration 128Q: 3 clusters Score -1.9225e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -19225004.000000 Penalty: 5884.668457
	Iteration 129Q: 3 clusters Score -1.9225e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -19225024.000000 Penalty: 5884.668457
	Iteration 130Q: 3 clusters Score -1.922502e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 135775 members 
Entering Unmasked Estep 
Score: -19225024.000000 Penalty: 5884.668457
	Iteration 131Q: 3 clusters Score -1.922502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 135878 members 
Entering Unmasked Estep 
Score: -19225056.000000 Penalty: 5884.668457
	Iteration 132Q: 3 clusters Score -1.922506e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -19225046.000000 Penalty: 5884.668457
	Iteration 133Q: 3 clusters Score -1.922505e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -19225058.000000 Penalty: 5884.668457
	Iteration 134Q: 3 clusters Score -1.922506e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -19225038.000000 Penalty: 5884.668457
	Iteration 135Q: 3 clusters Score -1.922504e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -19225074.000000 Penalty: 5884.668457
	Iteration 136Q: 3 clusters Score -1.922507e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -19225040.000000 Penalty: 5884.668457
	Iteration 137Q: 3 clusters Score -1.922504e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 136389 members 
Entering Unmasked Estep 
Score: -19225076.000000 Penalty: 5884.668457
	Iteration 138Q: 3 clusters Score -1.922508e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -19225082.000000 Penalty: 5884.668457
	Iteration 139Q: 3 clusters Score -1.922508e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -19225096.000000 Penalty: 5884.668457
	Iteration 140F: 3 clusters Score -1.92251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 136595 members 
Entering Unmasked Estep 
Score: -19225094.000000 Penalty: 5884.668457
	Iteration 141Q: 3 clusters Score -1.922509e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 136660 members 
Entering Unmasked Estep 
Score: -19225110.000000 Penalty: 5884.668457
	Iteration 142Q: 3 clusters Score -1.922511e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -19225110.000000 Penalty: 5884.668457
	Iteration 143Q: 3 clusters Score -1.922511e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -19225104.000000 Penalty: 5884.668457
	Iteration 144Q: 3 clusters Score -1.92251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -19225126.000000 Penalty: 5884.668457
	Iteration 145Q: 3 clusters Score -1.922513e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 136865 members 
Entering Unmasked Estep 
Score: -19225120.000000 Penalty: 5884.668457
	Iteration 146Q: 3 clusters Score -1.922512e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 136916 members 
Entering Unmasked Estep 
Score: -19225132.000000 Penalty: 5884.668457
	Iteration 147Q: 3 clusters Score -1.922513e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -19225120.000000 Penalty: 5884.668457
	Iteration 148Q: 3 clusters Score -1.922512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 137040 members 
Entering Unmasked Estep 
Score: -19225134.000000 Penalty: 5884.668457
	Iteration 149Q: 3 clusters Score -1.922513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -19225138.000000 Penalty: 5884.668457
	Iteration 150Q: 3 clusters Score -1.922514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -19225132.000000 Penalty: 5884.668457
	Iteration 151Q: 3 clusters Score -1.922513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -19225134.000000 Penalty: 5884.668457
	Iteration 152Q: 3 clusters Score -1.922513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -19225146.000000 Penalty: 5884.668457
	Iteration 153Q: 3 clusters Score -1.922515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -19225120.000000 Penalty: 5884.668457
	Iteration 154Q: 3 clusters Score -1.922512e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -19225104.000000 Penalty: 5884.668457
	Iteration 155Q: 3 clusters Score -1.92251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 137349 members 
Entering Unmasked Estep 
Score: -19225130.000000 Penalty: 5884.668457
	Iteration 156Q: 3 clusters Score -1.922513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -19225154.000000 Penalty: 5884.668457
	Iteration 157Q: 3 clusters Score -1.922515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 137430 members 
Entering Unmasked Estep 
Score: -19225126.000000 Penalty: 5884.668457
	Iteration 158Q: 3 clusters Score -1.922513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
Score: -19225154.000000 Penalty: 5884.668457
	Iteration 159Q: 3 clusters Score -1.922515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -19225154.000000 Penalty: 5884.668457
	Iteration 160F: 3 clusters Score -1.922515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -19225168.000000 Penalty: 5884.668457
	Iteration 161Q: 3 clusters Score -1.922517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -19225170.000000 Penalty: 5884.668457
	Iteration 162Q: 3 clusters Score -1.922517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -19225160.000000 Penalty: 5884.668457
	Iteration 163Q: 3 clusters Score -1.922516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -19225176.000000 Penalty: 5884.668457
	Iteration 164Q: 3 clusters Score -1.922518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 137534 members 
Entering Unmasked Estep 
Score: -19225168.000000 Penalty: 5884.668457
	Iteration 165Q: 3 clusters Score -1.922517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -19225174.000000 Penalty: 5884.668457
	Iteration 166Q: 3 clusters Score -1.922517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -19225166.000000 Penalty: 5884.668457
	Iteration 167Q: 3 clusters Score -1.922517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -19225172.000000 Penalty: 5884.668457
	Iteration 168Q: 3 clusters Score -1.922517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -19225172.000000 Penalty: 5884.668457
	Iteration 169Q: 3 clusters Score -1.922517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -19225172.000000 Penalty: 5884.668457
	Iteration 170F: 3 clusters Score -1.922517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -333572.500000 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -333572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -330633.437500 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -330633.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -331147.500000 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -331147.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -331298.125000 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -331298.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -331372.625000 Penalty: 3876.542725
	Iteration 3Q: 3 clusters Score -331372.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -331410.312500 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -331410.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -331431.406250 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -331431.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -331446.406250 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -331446.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -331453.937500 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -331453.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -331461.812500 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -331461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -331470.156250 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -331470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -331478.000000 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -331478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -331481.375000 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -331481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -331486.812500 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -331486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331494.531250 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -331494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -331497.687500 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -331497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -331504.468750 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -331504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331508.906250 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -331508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -331513.906250 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -331513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -331514.718750 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -331514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -331516.468750 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -331516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331519.656250 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -331519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331522.156250 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -331522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331522.812500 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -331522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331523.812500 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -331523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -331525.500000 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -331525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -331526.406250 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -331526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -331528.187500 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -331528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -331529.375000 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -331529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -331530.156250 Penalty: 3876.542725
	Iteration 28Q: 3 clusters Score -331530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -331530.437500 Penalty: 3876.542725
	Iteration 29Q: 3 clusters Score -331530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -331530.937500 Penalty: 3876.542725
	Iteration 30Q: 3 clusters Score -331530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -331530.937500 Penalty: 3876.542725
	Iteration 31F: 3 clusters Score -331530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 238 members 
Entering Unmasked Estep 
Score: -50995.796875 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50995.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51557.761719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51557.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51841.855469 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51841.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51990.835938 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51990.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52083.703125 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -52083.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52125.273438 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -52125.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52134.269531 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52134.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52145.445312 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52145.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52165.332031 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52165.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52176.042969 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52176.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52200.378906 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52200.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52207.191406 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52207.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52216.683594 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52216.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52223.441406 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -52223.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52223.441406 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -52223.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 127 members 
Entering Unmasked Estep 
Score: -24285.417969 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24285.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24434.052734 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24434.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24529.865234 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -24529.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24645.382812 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24645.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24700.617188 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24700.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24779.917969 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -24779.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24855.152344 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -24855.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24867.941406 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -24867.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24908.210938 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -24908.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24948.042969 Penalty: 2722.513184
	Iteration 9Q: 3 clusters Score -24948.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24955.650391 Penalty: 2722.513184
	Iteration 10Q: 3 clusters Score -24955.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24955.650391 Penalty: 2722.513184
	Iteration 11F: 3 clusters Score -24955.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39763 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13017 members 
Mstep: Class 11 contains 80188 members 
Mstep: Class 12 contains 145270 members 
Mstep: Class 13 contains 69034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163266 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196571 members 
Mstep: Class 22 contains 30755 members 
Mstep: Class 23 contains 142095 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431952.000000 Penalty: 88796.882812
Iteration 199Q: 27 clusters Score -1.26432e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27363 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39772 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13014 members 
Mstep: Class 11 contains 80191 members 
Mstep: Class 12 contains 145329 members 
Mstep: Class 13 contains 69044 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163230 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196378 members 
Mstep: Class 22 contains 30756 members 
Mstep: Class 23 contains 142256 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431840.000000 Penalty: 88796.882812
Iteration 200F: 27 clusters Score -1.264318e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27351 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39778 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 13015 members 
Mstep: Class 11 contains 80197 members 
Mstep: Class 12 contains 145378 members 
Mstep: Class 13 contains 69053 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10333 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163192 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 196181 members 
Mstep: Class 22 contains 30757 members 
Mstep: Class 23 contains 142427 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432008.000000 Penalty: 88796.882812
Iteration 201Q: 27 clusters Score -1.26432e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27343 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39788 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 80201 members 
Mstep: Class 12 contains 145434 members 
Mstep: Class 13 contains 69051 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10332 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163161 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 195939 members 
Mstep: Class 22 contains 30760 members 
Mstep: Class 23 contains 142639 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431912.000000 Penalty: 88796.882812
Iteration 202Q: 27 clusters Score -1.264319e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27336 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39799 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13011 members 
Mstep: Class 11 contains 80222 members 
Mstep: Class 12 contains 145522 members 
Mstep: Class 13 contains 69040 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163121 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 195700 members 
Mstep: Class 22 contains 30763 members 
Mstep: Class 23 contains 142816 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431952.000000 Penalty: 88796.882812
Iteration 203Q: 27 clusters Score -1.26432e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27324 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39810 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13008 members 
Mstep: Class 11 contains 80241 members 
Mstep: Class 12 contains 145629 members 
Mstep: Class 13 contains 69029 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163077 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 195441 members 
Mstep: Class 22 contains 30772 members 
Mstep: Class 23 contains 142999 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432152.000000 Penalty: 88796.882812
Iteration 204Q: 27 clusters Score -1.264322e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27311 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39810 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13005 members 
Mstep: Class 11 contains 80255 members 
Mstep: Class 12 contains 145739 members 
Mstep: Class 13 contains 69022 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 163038 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 195223 members 
Mstep: Class 22 contains 30771 members 
Mstep: Class 23 contains 143155 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431992.000000 Penalty: 88796.882812
Iteration 205Q: 27 clusters Score -1.26432e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27286 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39813 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13003 members 
Mstep: Class 11 contains 80268 members 
Mstep: Class 12 contains 145837 members 
Mstep: Class 13 contains 68996 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10330 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162989 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 195049 members 
Mstep: Class 22 contains 30776 members 
Mstep: Class 23 contains 143313 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432176.000000 Penalty: 88796.882812
Iteration 206Q: 27 clusters Score -1.264322e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8547 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27263 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39814 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 11 contains 80262 members 
Mstep: Class 12 contains 145965 members 
Mstep: Class 13 contains 68991 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162950 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 194879 members 
Mstep: Class 22 contains 30780 members 
Mstep: Class 23 contains 143426 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432296.000000 Penalty: 88796.882812
Iteration 207Q: 27 clusters Score -1.264323e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27231 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39819 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 11 contains 80264 members 
Mstep: Class 12 contains 146128 members 
Mstep: Class 13 contains 68991 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10328 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162914 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 194668 members 
Mstep: Class 22 contains 30783 members 
Mstep: Class 23 contains 143535 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432312.000000 Penalty: 88796.882812
Iteration 208Q: 27 clusters Score -1.264323e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27201 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39824 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 11 contains 80284 members 
Mstep: Class 12 contains 146290 members 
Mstep: Class 13 contains 68986 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10326 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162851 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 194460 members 
Mstep: Class 22 contains 30784 members 
Mstep: Class 23 contains 143657 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432288.000000 Penalty: 88796.882812
Iteration 209Q: 27 clusters Score -1.264323e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27179 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39827 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 13001 members 
Mstep: Class 11 contains 80290 members 
Mstep: Class 12 contains 146429 members 
Mstep: Class 13 contains 68983 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10324 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162798 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 194254 members 
Mstep: Class 22 contains 30788 members 
Mstep: Class 23 contains 143791 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432336.000000 Penalty: 88796.882812
Iteration 210Q: 27 clusters Score -1.264323e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8547 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27157 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 39826 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12998 members 
Mstep: Class 11 contains 80296 members 
Mstep: Class 12 contains 146545 members 
Mstep: Class 13 contains 68973 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162771 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 194062 members 
Mstep: Class 22 contains 30791 members 
Mstep: Class 23 contains 143922 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432344.000000 Penalty: 88796.882812
Iteration 211Q: 27 clusters Score -1.264323e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8549 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27137 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 39829 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12998 members 
Mstep: Class 11 contains 80303 members 
Mstep: Class 12 contains 146673 members 
Mstep: Class 13 contains 68960 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162722 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 193894 members 
Mstep: Class 22 contains 30791 members 
Mstep: Class 23 contains 144035 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432336.000000 Penalty: 88796.882812
Iteration 212Q: 27 clusters Score -1.264323e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27120 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39836 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 80308 members 
Mstep: Class 12 contains 146824 members 
Mstep: Class 13 contains 68940 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10315 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162695 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 193707 members 
Mstep: Class 22 contains 30789 members 
Mstep: Class 23 contains 144128 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432392.000000 Penalty: 88796.882812
Iteration 213Q: 27 clusters Score -1.264324e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27113 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39842 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 80309 members 
Mstep: Class 12 contains 146943 members 
Mstep: Class 13 contains 68937 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10315 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162686 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 193520 members 
Mstep: Class 22 contains 30790 members 
Mstep: Class 23 contains 144206 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432384.000000 Penalty: 88796.882812
Iteration 214Q: 27 clusters Score -1.264324e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27096 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39861 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 80306 members 
Mstep: Class 12 contains 147062 members 
Mstep: Class 13 contains 68946 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10314 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162667 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 193313 members 
Mstep: Class 22 contains 30792 members 
Mstep: Class 23 contains 144303 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432488.000000 Penalty: 88796.882812
Iteration 215Q: 27 clusters Score -1.264325e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39862 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 12996 members 
Mstep: Class 11 contains 80300 members 
Mstep: Class 12 contains 147182 members 
Mstep: Class 13 contains 68960 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10314 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162639 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 193137 members 
Mstep: Class 22 contains 30796 members 
Mstep: Class 23 contains 144384 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432592.000000 Penalty: 88796.882812
Iteration 216Q: 27 clusters Score -1.264326e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27064 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39874 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 12996 members 
Mstep: Class 11 contains 80297 members 
Mstep: Class 12 contains 147279 members 
Mstep: Class 13 contains 68970 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162627 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 192995 members 
Mstep: Class 22 contains 30792 members 
Mstep: Class 23 contains 144447 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432560.000000 Penalty: 88796.882812
Iteration 217Q: 27 clusters Score -1.264326e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27049 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39895 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 12996 members 
Mstep: Class 11 contains 80295 members 
Mstep: Class 12 contains 147359 members 
Mstep: Class 13 contains 68981 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162656 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 192826 members 
Mstep: Class 22 contains 30790 members 
Mstep: Class 23 contains 144496 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432616.000000 Penalty: 88796.882812
Iteration 218Q: 27 clusters Score -1.264326e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27043 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 39911 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 12996 members 
Mstep: Class 11 contains 80301 members 
Mstep: Class 12 contains 147417 members 
Mstep: Class 13 contains 69000 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162659 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 192684 members 
Mstep: Class 22 contains 30792 members 
Mstep: Class 23 contains 144544 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432744.000000 Penalty: 88796.882812
Iteration 219Q: 27 clusters Score -1.264327e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27044 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 39927 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 80314 members 
Mstep: Class 12 contains 147497 members 
Mstep: Class 13 contains 69009 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162655 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 192487 members 
Mstep: Class 22 contains 30796 members 
Mstep: Class 23 contains 144623 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432696.000000 Penalty: 88796.882812
Iteration 220F: 27 clusters Score -1.264327e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8554 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27048 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39933 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 80324 members 
Mstep: Class 12 contains 147608 members 
Mstep: Class 13 contains 69010 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162650 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 192262 members 
Mstep: Class 22 contains 30803 members 
Mstep: Class 23 contains 144711 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432760.000000 Penalty: 88796.882812
Iteration 221Q: 27 clusters Score -1.264328e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27038 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 39946 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12994 members 
Mstep: Class 11 contains 80333 members 
Mstep: Class 12 contains 147701 members 
Mstep: Class 13 contains 69025 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162635 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 192040 members 
Mstep: Class 22 contains 30811 members 
Mstep: Class 23 contains 144826 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432808.000000 Penalty: 88796.882812
Iteration 222Q: 27 clusters Score -1.264328e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27033 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 39953 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12992 members 
Mstep: Class 11 contains 80326 members 
Mstep: Class 12 contains 147814 members 
Mstep: Class 13 contains 69047 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162645 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 191783 members 
Mstep: Class 22 contains 30822 members 
Mstep: Class 23 contains 144936 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432816.000000 Penalty: 88796.882812
Iteration 223Q: 27 clusters Score -1.264328e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8549 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27024 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 39970 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12989 members 
Mstep: Class 11 contains 80331 members 
Mstep: Class 12 contains 147925 members 
Mstep: Class 13 contains 69062 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162652 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 191532 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 145049 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432896.000000 Penalty: 88796.882812
Iteration 224Q: 27 clusters Score -1.264329e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27019 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 39986 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 80326 members 
Mstep: Class 12 contains 148020 members 
Mstep: Class 13 contains 69097 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162655 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 191289 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 145152 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432904.000000 Penalty: 88796.882812
Iteration 225Q: 27 clusters Score -1.264329e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27020 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39995 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 80316 members 
Mstep: Class 12 contains 148129 members 
Mstep: Class 13 contains 69097 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162636 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 191069 members 
Mstep: Class 22 contains 30823 members 
Mstep: Class 23 contains 145277 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126433136.000000 Penalty: 88796.882812
Iteration 226Q: 27 clusters Score -1.264331e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27005 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 39996 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12988 members 
Mstep: Class 11 contains 80320 members 
Mstep: Class 12 contains 148209 members 
Mstep: Class 13 contains 69103 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162631 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 190871 members 
Mstep: Class 22 contains 30817 members 
Mstep: Class 23 contains 145413 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432792.000000 Penalty: 88796.882812
Iteration 227Q: 27 clusters Score -1.264328e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 40003 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 80332 members 
Mstep: Class 12 contains 148283 members 
Mstep: Class 13 contains 69112 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162645 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 190659 members 
Mstep: Class 22 contains 30819 members 
Mstep: Class 23 contains 145513 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432720.000000 Penalty: 88796.882812
Iteration 228Q: 27 clusters Score -1.264327e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12086 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26991 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 40004 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12982 members 
Mstep: Class 11 contains 80330 members 
Mstep: Class 12 contains 148347 members 
Mstep: Class 13 contains 69129 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162651 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 190449 members 
Mstep: Class 22 contains 30825 members 
Mstep: Class 23 contains 145644 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432648.000000 Penalty: 88796.882812
Iteration 229Q: 27 clusters Score -1.264326e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8549 members 
Mstep: Class 3 contains 12086 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26987 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 40016 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12976 members 
Mstep: Class 11 contains 80335 members 
Mstep: Class 12 contains 148436 members 
Mstep: Class 13 contains 69142 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162653 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 190203 members 
Mstep: Class 22 contains 30822 members 
Mstep: Class 23 contains 145781 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432776.000000 Penalty: 88796.882812
Iteration 230Q: 27 clusters Score -1.264328e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 12087 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 26979 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 40016 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12975 members 
Mstep: Class 11 contains 80339 members 
Mstep: Class 12 contains 148527 members 
Mstep: Class 13 contains 69166 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162645 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 189974 members 
Mstep: Class 22 contains 30825 members 
Mstep: Class 23 contains 145906 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432784.000000 Penalty: 88796.882812
Iteration 231Q: 27 clusters Score -1.264328e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 26978 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40022 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 80344 members 
Mstep: Class 12 contains 148637 members 
Mstep: Class 13 contains 69191 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162651 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 189711 members 
Mstep: Class 22 contains 30828 members 
Mstep: Class 23 contains 146022 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432560.000000 Penalty: 88796.882812
Iteration 232Q: 27 clusters Score -1.264326e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 26962 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40023 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 12962 members 
Mstep: Class 11 contains 80344 members 
Mstep: Class 12 contains 148728 members 
Mstep: Class 13 contains 69207 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162676 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 189471 members 
Mstep: Class 22 contains 30828 members 
Mstep: Class 23 contains 146151 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432504.000000 Penalty: 88796.882812
Iteration 233Q: 27 clusters Score -1.264325e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 12087 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26947 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40031 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 12960 members 
Mstep: Class 11 contains 80333 members 
Mstep: Class 12 contains 148814 members 
Mstep: Class 13 contains 69225 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162687 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 189222 members 
Mstep: Class 22 contains 30828 members 
Mstep: Class 23 contains 146302 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432424.000000 Penalty: 88796.882812
Iteration 234Q: 27 clusters Score -1.264324e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 12087 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26936 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40038 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 12959 members 
Mstep: Class 11 contains 80329 members 
Mstep: Class 12 contains 148915 members 
Mstep: Class 13 contains 69242 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162708 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 188937 members 
Mstep: Class 22 contains 30826 members 
Mstep: Class 23 contains 146452 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432432.000000 Penalty: 88796.882812
Iteration 235Q: 27 clusters Score -1.264324e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26929 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40039 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 12954 members 
Mstep: Class 11 contains 80327 members 
Mstep: Class 12 contains 149022 members 
Mstep: Class 13 contains 69250 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162699 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 188705 members 
Mstep: Class 22 contains 30823 members 
Mstep: Class 23 contains 146594 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432288.000000 Penalty: 88796.882812
Iteration 236Q: 27 clusters Score -1.264323e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26915 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40044 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 12950 members 
Mstep: Class 11 contains 80323 members 
Mstep: Class 12 contains 149072 members 
Mstep: Class 13 contains 69279 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162742 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 188471 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 146720 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432360.000000 Penalty: 88796.882812
Iteration 237Q: 27 clusters Score -1.264324e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26909 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40063 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 80329 members 
Mstep: Class 12 contains 149128 members 
Mstep: Class 13 contains 69307 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162752 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 188211 members 
Mstep: Class 22 contains 30816 members 
Mstep: Class 23 contains 146872 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432608.000000 Penalty: 88796.882812
Iteration 238Q: 27 clusters Score -1.264326e+08 nChanged 1048
Entering ConstructFrom: 
Score: -126432608.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 193 members 
Entering Unmasked Estep 
Score: -40465.300781 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40465.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40730.757812 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40730.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40904.183594 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40904.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41005.519531 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -41005.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41064.789062 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -41064.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41106.199219 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -41106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41146.507812 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -41146.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41189.273438 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -41189.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41251.093750 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -41251.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41320.859375 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -41320.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41378.496094 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -41378.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41468.574219 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -41468.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41557.464844 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -41557.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41731.199219 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -41731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41778.558594 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -41778.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41822.312500 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -41822.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41877.984375 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -41877.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41920.824219 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -41920.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41963.761719 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -41963.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42039.847656 Penalty: 2941.076172
	Iteration 19Q: 3 clusters Score -42039.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42147.417969 Penalty: 2941.076172
	Iteration 20F: 3 clusters Score -42147.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42480.691406 Penalty: 2941.076172
	Iteration 21Q: 3 clusters Score -42480.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42484.089844 Penalty: 2941.076172
	Iteration 22Q: 3 clusters Score -42484.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42484.089844 Penalty: 2941.076172
	Iteration 23F: 3 clusters Score -42484.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40078 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 80320 members 
Mstep: Class 12 contains 149241 members 
Mstep: Class 13 contains 69323 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162751 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187923 members 
Mstep: Class 22 contains 30813 members 
Mstep: Class 23 contains 147023 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 183 members 
Entering Unmasked Estep 
Score: -126431384.000000 Penalty: 92212.148438
Splitting cluster 1 changes total score from -126432608.000000 to -126431384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Entering Unmasked Estep 
Score: -1089488.875000 Penalty: 2245.893555
	Iteration 0F: 2 clusters Score -1089489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1082738.500000 Penalty: 4491.787109
	Iteration 0F: 3 clusters Score -1082738 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1084708.750000 Penalty: 4491.787109
	Iteration 1F: 3 clusters Score -1084709 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1085022.875000 Penalty: 4491.787109
	Iteration 2F: 3 clusters Score -1085023 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1085258.000000 Penalty: 4491.787109
	Iteration 3F: 3 clusters Score -1085258 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1085444.750000 Penalty: 4491.787109
	Iteration 4Q: 3 clusters Score -1085445 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1085600.750000 Penalty: 4491.787109
	Iteration 5Q: 3 clusters Score -1085601 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1085725.750000 Penalty: 4491.787109
	Iteration 6Q: 3 clusters Score -1085726 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1085826.250000 Penalty: 4491.787109
	Iteration 7Q: 3 clusters Score -1085826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1085917.000000 Penalty: 4491.787109
	Iteration 8Q: 3 clusters Score -1085917 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1086019.125000 Penalty: 4491.787109
	Iteration 9Q: 3 clusters Score -1086019 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1086137.000000 Penalty: 4491.787109
	Iteration 10Q: 3 clusters Score -1086137 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1086250.125000 Penalty: 4491.787109
	Iteration 11Q: 3 clusters Score -1086250 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1086362.500000 Penalty: 4491.787109
	Iteration 12Q: 3 clusters Score -1086362 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1086472.125000 Penalty: 4491.787109
	Iteration 13Q: 3 clusters Score -1086472 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1086584.750000 Penalty: 4491.787109
	Iteration 14Q: 3 clusters Score -1086585 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1086680.000000 Penalty: 4491.787109
	Iteration 15Q: 3 clusters Score -1086680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1086766.875000 Penalty: 4491.787109
	Iteration 16Q: 3 clusters Score -1086767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1086835.625000 Penalty: 4491.787109
	Iteration 17Q: 3 clusters Score -1086836 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1086882.250000 Penalty: 4491.787109
	Iteration 18Q: 3 clusters Score -1086882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1086922.250000 Penalty: 4491.787109
	Iteration 19Q: 3 clusters Score -1086922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1086960.500000 Penalty: 4491.787109
	Iteration 20F: 3 clusters Score -1086960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1086987.000000 Penalty: 4491.787109
	Iteration 21Q: 3 clusters Score -1086987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1087009.000000 Penalty: 4491.787109
	Iteration 22Q: 3 clusters Score -1087009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1087024.125000 Penalty: 4491.787109
	Iteration 23Q: 3 clusters Score -1087024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1087037.500000 Penalty: 4491.787109
	Iteration 24Q: 3 clusters Score -1087038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1087051.625000 Penalty: 4491.787109
	Iteration 25Q: 3 clusters Score -1087052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1087063.750000 Penalty: 4491.787109
	Iteration 26Q: 3 clusters Score -1087064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1087081.375000 Penalty: 4491.787109
	Iteration 27Q: 3 clusters Score -1087081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1087093.500000 Penalty: 4491.787109
	Iteration 28Q: 3 clusters Score -1087094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1087105.625000 Penalty: 4491.787109
	Iteration 29Q: 3 clusters Score -1087106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1087112.000000 Penalty: 4491.787109
	Iteration 30Q: 3 clusters Score -1087112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1087117.375000 Penalty: 4491.787109
	Iteration 31Q: 3 clusters Score -1087117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1087122.625000 Penalty: 4491.787109
	Iteration 32Q: 3 clusters Score -1087123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1087129.375000 Penalty: 4491.787109
	Iteration 33Q: 3 clusters Score -1087129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1087136.750000 Penalty: 4491.787109
	Iteration 34Q: 3 clusters Score -1087137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1087142.000000 Penalty: 4491.787109
	Iteration 35Q: 3 clusters Score -1087142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1087149.000000 Penalty: 4491.787109
	Iteration 36Q: 3 clusters Score -1087149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1087155.250000 Penalty: 4491.787109
	Iteration 37Q: 3 clusters Score -1087155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1087160.500000 Penalty: 4491.787109
	Iteration 38Q: 3 clusters Score -1087160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1087165.375000 Penalty: 4491.787109
	Iteration 39Q: 3 clusters Score -1087165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1087168.250000 Penalty: 4491.787109
	Iteration 40F: 3 clusters Score -1087168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1087176.625000 Penalty: 4491.787109
	Iteration 41Q: 3 clusters Score -1087177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1087178.250000 Penalty: 4491.787109
	Iteration 42Q: 3 clusters Score -1087178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1087181.500000 Penalty: 4491.787109
	Iteration 43Q: 3 clusters Score -1087182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1087182.875000 Penalty: 4491.787109
	Iteration 44Q: 3 clusters Score -1087183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1087183.375000 Penalty: 4491.787109
	Iteration 45Q: 3 clusters Score -1087183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1087182.250000 Penalty: 4491.787109
	Iteration 46Q: 3 clusters Score -1087182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1087185.375000 Penalty: 4491.787109
	Iteration 47Q: 3 clusters Score -1087185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1087187.125000 Penalty: 4491.787109
	Iteration 48Q: 3 clusters Score -1087187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1087190.625000 Penalty: 4491.787109
	Iteration 49Q: 3 clusters Score -1087191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1087194.750000 Penalty: 4491.787109
	Iteration 50Q: 3 clusters Score -1087195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1087198.250000 Penalty: 4491.787109
	Iteration 51Q: 3 clusters Score -1087198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1087199.500000 Penalty: 4491.787109
	Iteration 52Q: 3 clusters Score -1087200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1087206.125000 Penalty: 4491.787109
	Iteration 53Q: 3 clusters Score -1087206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1087210.875000 Penalty: 4491.787109
	Iteration 54Q: 3 clusters Score -1087211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1087215.375000 Penalty: 4491.787109
	Iteration 55Q: 3 clusters Score -1087215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1087216.875000 Penalty: 4491.787109
	Iteration 56Q: 3 clusters Score -1087217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1087220.500000 Penalty: 4491.787109
	Iteration 57Q: 3 clusters Score -1087220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1087224.750000 Penalty: 4491.787109
	Iteration 58Q: 3 clusters Score -1087225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1087225.250000 Penalty: 4491.787109
	Iteration 59Q: 3 clusters Score -1087225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1087226.125000 Penalty: 4491.787109
	Iteration 60F: 3 clusters Score -1087226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1087226.375000 Penalty: 4491.787109
	Iteration 61Q: 3 clusters Score -1087226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1087226.375000 Penalty: 4491.787109
	Iteration 62F: 3 clusters Score -1087226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Entering Unmasked Estep 
Score: -1430270.125000 Penalty: 2331.233154
	Iteration 0F: 2 clusters Score -1430270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1421250.250000 Penalty: 4662.466309
	Iteration 0F: 3 clusters Score -1421250 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1424184.000000 Penalty: 4662.466309
	Iteration 1F: 3 clusters Score -1424184 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1424665.125000 Penalty: 4662.466309
	Iteration 2F: 3 clusters Score -1424665 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1425054.250000 Penalty: 4662.466309
	Iteration 3F: 3 clusters Score -1425054 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1425494.250000 Penalty: 4662.466309
	Iteration 4F: 3 clusters Score -1425494 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1425929.000000 Penalty: 4662.466309
	Iteration 5F: 3 clusters Score -1425929 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1426431.125000 Penalty: 4662.466309
	Iteration 6F: 3 clusters Score -1426431 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1426956.125000 Penalty: 4662.466309
	Iteration 7F: 3 clusters Score -1426956 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1427444.875000 Penalty: 4662.466309
	Iteration 8F: 3 clusters Score -1427445 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1427831.250000 Penalty: 4662.466309
	Iteration 9Q: 3 clusters Score -1427831 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1428131.125000 Penalty: 4662.466309
	Iteration 10Q: 3 clusters Score -1428131 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1428360.500000 Penalty: 4662.466309
	Iteration 11Q: 3 clusters Score -1428360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1428508.000000 Penalty: 4662.466309
	Iteration 12Q: 3 clusters Score -1428508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1428631.375000 Penalty: 4662.466309
	Iteration 13Q: 3 clusters Score -1428631 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1428722.500000 Penalty: 4662.466309
	Iteration 14Q: 3 clusters Score -1428722 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1428802.000000 Penalty: 4662.466309
	Iteration 15Q: 3 clusters Score -1428802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1428891.750000 Penalty: 4662.466309
	Iteration 16Q: 3 clusters Score -1428892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1428980.000000 Penalty: 4662.466309
	Iteration 17Q: 3 clusters Score -1428980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1429047.625000 Penalty: 4662.466309
	Iteration 18Q: 3 clusters Score -1429048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1429113.000000 Penalty: 4662.466309
	Iteration 19Q: 3 clusters Score -1429113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1429141.750000 Penalty: 4662.466309
	Iteration 20F: 3 clusters Score -1429142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1429175.000000 Penalty: 4662.466309
	Iteration 21Q: 3 clusters Score -1429175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1429200.375000 Penalty: 4662.466309
	Iteration 22Q: 3 clusters Score -1429200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1429212.500000 Penalty: 4662.466309
	Iteration 23Q: 3 clusters Score -1429212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1429223.500000 Penalty: 4662.466309
	Iteration 24Q: 3 clusters Score -1429224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1429230.125000 Penalty: 4662.466309
	Iteration 25Q: 3 clusters Score -1429230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1429235.625000 Penalty: 4662.466309
	Iteration 26Q: 3 clusters Score -1429236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1429240.125000 Penalty: 4662.466309
	Iteration 27Q: 3 clusters Score -1429240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1429243.125000 Penalty: 4662.466309
	Iteration 28Q: 3 clusters Score -1429243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1429248.625000 Penalty: 4662.466309
	Iteration 29Q: 3 clusters Score -1429249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1429251.500000 Penalty: 4662.466309
	Iteration 30Q: 3 clusters Score -1429252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1429251.250000 Penalty: 4662.466309
	Iteration 31Q: 3 clusters Score -1429251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1429251.375000 Penalty: 4662.466309
	Iteration 32Q: 3 clusters Score -1429251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1429252.750000 Penalty: 4662.466309
	Iteration 33Q: 3 clusters Score -1429253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1429255.000000 Penalty: 4662.466309
	Iteration 34Q: 3 clusters Score -1429255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1429253.750000 Penalty: 4662.466309
	Iteration 35Q: 3 clusters Score -1429254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1429254.375000 Penalty: 4662.466309
	Iteration 36Q: 3 clusters Score -1429254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1429258.000000 Penalty: 4662.466309
	Iteration 37Q: 3 clusters Score -1429258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1429263.625000 Penalty: 4662.466309
	Iteration 38Q: 3 clusters Score -1429264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1429262.875000 Penalty: 4662.466309
	Iteration 39Q: 3 clusters Score -1429263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1429262.875000 Penalty: 4662.466309
	Iteration 40F: 3 clusters Score -1429263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1429263.750000 Penalty: 4662.466309
	Iteration 41Q: 3 clusters Score -1429264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1429264.750000 Penalty: 4662.466309
	Iteration 42Q: 3 clusters Score -1429265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1429268.125000 Penalty: 4662.466309
	Iteration 43Q: 3 clusters Score -1429268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1429267.250000 Penalty: 4662.466309
	Iteration 44Q: 3 clusters Score -1429267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1429270.000000 Penalty: 4662.466309
	Iteration 45Q: 3 clusters Score -1429270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1429268.625000 Penalty: 4662.466309
	Iteration 46Q: 3 clusters Score -1429269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1429273.125000 Penalty: 4662.466309
	Iteration 47Q: 3 clusters Score -1429273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1429270.500000 Penalty: 4662.466309
	Iteration 48Q: 3 clusters Score -1429270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1429273.375000 Penalty: 4662.466309
	Iteration 49Q: 3 clusters Score -1429273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1429273.625000 Penalty: 4662.466309
	Iteration 50Q: 3 clusters Score -1429274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1429275.125000 Penalty: 4662.466309
	Iteration 51Q: 3 clusters Score -1429275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1429276.500000 Penalty: 4662.466309
	Iteration 52Q: 3 clusters Score -1429276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1429277.750000 Penalty: 4662.466309
	Iteration 53Q: 3 clusters Score -1429278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1429276.250000 Penalty: 4662.466309
	Iteration 54Q: 3 clusters Score -1429276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1429275.750000 Penalty: 4662.466309
	Iteration 55Q: 3 clusters Score -1429276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1429276.625000 Penalty: 4662.466309
	Iteration 56Q: 3 clusters Score -1429277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1429276.625000 Penalty: 4662.466309
	Iteration 57F: 3 clusters Score -1429277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -178456.468750 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -178456.5 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 702 members 
Entering Unmasked Estep 
Score: -176268.312500 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -176268.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176613.296875 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -176613.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176702.531250 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -176702.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176742.140625 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -176742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176766.656250 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -176766.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176781.218750 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -176781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176790.187500 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -176790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176796.437500 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -176796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176799.531250 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -176799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176799.531250 Penalty: 3566.948730
	Iteration 9F: 3 clusters Score -176799.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Entering Unmasked Estep 
Score: -3665607.750000 Penalty: 2529.672119
	Iteration 0F: 2 clusters Score -3665608 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 13493 members 
Entering Unmasked Estep 
Score: -3647227.250000 Penalty: 5059.344238
	Iteration 0F: 3 clusters Score -3647227 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3653537.500000 Penalty: 5059.344238
	Iteration 1F: 3 clusters Score -3653538 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3653951.750000 Penalty: 5059.344238
	Iteration 2Q: 3 clusters Score -3653952 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3654271.250000 Penalty: 5059.344238
	Iteration 3Q: 3 clusters Score -3654271 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3654513.250000 Penalty: 5059.344238
	Iteration 4Q: 3 clusters Score -3654513 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3654733.750000 Penalty: 5059.344238
	Iteration 5Q: 3 clusters Score -3654734 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3654918.000000 Penalty: 5059.344238
	Iteration 6Q: 3 clusters Score -3654918 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3655057.750000 Penalty: 5059.344238
	Iteration 7Q: 3 clusters Score -3655058 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3655162.000000 Penalty: 5059.344238
	Iteration 8Q: 3 clusters Score -3655162 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3655269.250000 Penalty: 5059.344238
	Iteration 9Q: 3 clusters Score -3655269 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3655368.000000 Penalty: 5059.344238
	Iteration 10Q: 3 clusters Score -3655368 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3655425.000000 Penalty: 5059.344238
	Iteration 11Q: 3 clusters Score -3655425 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3655514.000000 Penalty: 5059.344238
	Iteration 12Q: 3 clusters Score -3655514 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3655601.000000 Penalty: 5059.344238
	Iteration 13Q: 3 clusters Score -3655601 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3655697.750000 Penalty: 5059.344238
	Iteration 14Q: 3 clusters Score -3655698 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3655854.500000 Penalty: 5059.344238
	Iteration 15Q: 3 clusters Score -3655854 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3656053.250000 Penalty: 5059.344238
	Iteration 16Q: 3 clusters Score -3656053 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3656368.250000 Penalty: 5059.344238
	Iteration 17Q: 3 clusters Score -3656368 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3656847.750000 Penalty: 5059.344238
	Iteration 18Q: 3 clusters Score -3656848 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3657575.750000 Penalty: 5059.344238
	Iteration 19Q: 3 clusters Score -3657576 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3658585.000000 Penalty: 5059.344238
	Iteration 20F: 3 clusters Score -3658585 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3659853.750000 Penalty: 5059.344238
	Iteration 21F: 3 clusters Score -3659854 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3661097.000000 Penalty: 5059.344238
	Iteration 22F: 3 clusters Score -3661097 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3662070.250000 Penalty: 5059.344238
	Iteration 23Q: 3 clusters Score -3662070 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3662678.250000 Penalty: 5059.344238
	Iteration 24Q: 3 clusters Score -3662678 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3662986.250000 Penalty: 5059.344238
	Iteration 25Q: 3 clusters Score -3662986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3663121.000000 Penalty: 5059.344238
	Iteration 26Q: 3 clusters Score -3663121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3663201.750000 Penalty: 5059.344238
	Iteration 27Q: 3 clusters Score -3663202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3663252.250000 Penalty: 5059.344238
	Iteration 28Q: 3 clusters Score -3663252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3663303.500000 Penalty: 5059.344238
	Iteration 29Q: 3 clusters Score -3663304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3663345.000000 Penalty: 5059.344238
	Iteration 30Q: 3 clusters Score -3663345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3663362.000000 Penalty: 5059.344238
	Iteration 31Q: 3 clusters Score -3663362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3663361.250000 Penalty: 5059.344238
	Iteration 32Q: 3 clusters Score -3663361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3663366.750000 Penalty: 5059.344238
	Iteration 33Q: 3 clusters Score -3663367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3663368.500000 Penalty: 5059.344238
	Iteration 34Q: 3 clusters Score -3663368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3663368.750000 Penalty: 5059.344238
	Iteration 35Q: 3 clusters Score -3663369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3663373.000000 Penalty: 5059.344238
	Iteration 36Q: 3 clusters Score -3663373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3663374.000000 Penalty: 5059.344238
	Iteration 37Q: 3 clusters Score -3663374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3663377.000000 Penalty: 5059.344238
	Iteration 38Q: 3 clusters Score -3663377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3663377.750000 Penalty: 5059.344238
	Iteration 39Q: 3 clusters Score -3663378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3663377.750000 Penalty: 5059.344238
	Iteration 40F: 3 clusters Score -3663378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 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 277 members 
Entering Unmasked Estep 
Score: -67992.210938 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67992.21 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68201.085938 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68201.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68274.546875 Penalty: 3153.489746
	Iteration 2Q: 3 clusters Score -68274.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68309.507812 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -68309.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68336.921875 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -68336.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68350.250000 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -68350.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68355.648438 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -68355.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68363.414062 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -68363.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68370.289062 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -68370.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68379.242188 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -68379.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68387.007812 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -68387.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68390.984375 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -68390.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68390.984375 Penalty: 3153.489746
	Iteration 12F: 3 clusters Score -68390.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -237861.218750 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -237861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235276.078125 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -235276.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -235711.078125 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -235711.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -235847.812500 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -235847.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -235932.312500 Penalty: 3746.690186
	Iteration 3Q: 3 clusters Score -235932.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -235996.531250 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -235996.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -236047.625000 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -236047.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -236095.437500 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -236095.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -236138.078125 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -236138.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236181.578125 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -236181.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -236233.187500 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -236233.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -236298.625000 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -236298.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236371.375000 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -236371.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -236484.750000 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -236484.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -236711.546875 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -236711.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -236990.421875 Penalty: 3746.690186
	Iteration 14F: 3 clusters Score -236990.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -237210.859375 Penalty: 3746.690186
	Iteration 15F: 3 clusters Score -237210.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -237331.656250 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -237331.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -237398.937500 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -237398.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -237426.640625 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -237426.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -237439.687500 Penalty: 3746.690186
	Iteration 19Q: 3 clusters Score -237439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -237445.218750 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -237445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237445.796875 Penalty: 3746.690186
	Iteration 21Q: 3 clusters Score -237445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -237446.140625 Penalty: 3746.690186
	Iteration 22Q: 3 clusters Score -237446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -237446.140625 Penalty: 3746.690186
	Iteration 23F: 3 clusters Score -237446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Entering Unmasked Estep 
Score: -5459860.500000 Penalty: 2628.448730
	Iteration 0F: 2 clusters Score -5459860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5432668.500000 Penalty: 5256.897461
	Iteration 0F: 3 clusters Score -5432668 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5442559.500000 Penalty: 5256.897461
	Iteration 1F: 3 clusters Score -5442560 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5442950.500000 Penalty: 5256.897461
	Iteration 2Q: 3 clusters Score -5442950 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5443276.000000 Penalty: 5256.897461
	Iteration 3Q: 3 clusters Score -5443276 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -5443631.500000 Penalty: 5256.897461
	Iteration 4Q: 3 clusters Score -5443632 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5444032.500000 Penalty: 5256.897461
	Iteration 5Q: 3 clusters Score -5444032 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5444557.500000 Penalty: 5256.897461
	Iteration 6Q: 3 clusters Score -5444558 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5445290.000000 Penalty: 5256.897461
	Iteration 7Q: 3 clusters Score -5445290 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -5446216.000000 Penalty: 5256.897461
	Iteration 8Q: 3 clusters Score -5446216 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5447436.500000 Penalty: 5256.897461
	Iteration 9Q: 3 clusters Score -5447436 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5448819.000000 Penalty: 5256.897461
	Iteration 10Q: 3 clusters Score -5448819 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5450216.000000 Penalty: 5256.897461
	Iteration 11Q: 3 clusters Score -5450216 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5451451.500000 Penalty: 5256.897461
	Iteration 12Q: 3 clusters Score -5451452 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -5452396.000000 Penalty: 5256.897461
	Iteration 13Q: 3 clusters Score -5452396 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -5453059.000000 Penalty: 5256.897461
	Iteration 14Q: 3 clusters Score -5453059 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -5453556.000000 Penalty: 5256.897461
	Iteration 15Q: 3 clusters Score -5453556 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5453938.000000 Penalty: 5256.897461
	Iteration 16Q: 3 clusters Score -5453938 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -5454213.500000 Penalty: 5256.897461
	Iteration 17Q: 3 clusters Score -5454214 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5454521.500000 Penalty: 5256.897461
	Iteration 18Q: 3 clusters Score -5454522 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -5454790.500000 Penalty: 5256.897461
	Iteration 19Q: 3 clusters Score -5454790 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5455061.500000 Penalty: 5256.897461
	Iteration 20F: 3 clusters Score -5455062 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5455311.500000 Penalty: 5256.897461
	Iteration 21Q: 3 clusters Score -5455312 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5455560.000000 Penalty: 5256.897461
	Iteration 22Q: 3 clusters Score -5455560 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5455827.500000 Penalty: 5256.897461
	Iteration 23Q: 3 clusters Score -5455828 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5456068.500000 Penalty: 5256.897461
	Iteration 24Q: 3 clusters Score -5456068 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5456308.000000 Penalty: 5256.897461
	Iteration 25Q: 3 clusters Score -5456308 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5456492.500000 Penalty: 5256.897461
	Iteration 26Q: 3 clusters Score -5456492 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5456685.500000 Penalty: 5256.897461
	Iteration 27Q: 3 clusters Score -5456686 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5456858.500000 Penalty: 5256.897461
	Iteration 28Q: 3 clusters Score -5456858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5456990.000000 Penalty: 5256.897461
	Iteration 29Q: 3 clusters Score -5456990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5457117.500000 Penalty: 5256.897461
	Iteration 30Q: 3 clusters Score -5457118 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5457213.500000 Penalty: 5256.897461
	Iteration 31Q: 3 clusters Score -5457214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5457287.000000 Penalty: 5256.897461
	Iteration 32Q: 3 clusters Score -5457287 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5457340.000000 Penalty: 5256.897461
	Iteration 33Q: 3 clusters Score -5457340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5457406.500000 Penalty: 5256.897461
	Iteration 34Q: 3 clusters Score -5457406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5457446.000000 Penalty: 5256.897461
	Iteration 35Q: 3 clusters Score -5457446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5457479.500000 Penalty: 5256.897461
	Iteration 36Q: 3 clusters Score -5457480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5457512.000000 Penalty: 5256.897461
	Iteration 37Q: 3 clusters Score -5457512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5457521.500000 Penalty: 5256.897461
	Iteration 38Q: 3 clusters Score -5457522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5457550.000000 Penalty: 5256.897461
	Iteration 39Q: 3 clusters Score -5457550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5457578.500000 Penalty: 5256.897461
	Iteration 40F: 3 clusters Score -5457578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5457585.500000 Penalty: 5256.897461
	Iteration 41Q: 3 clusters Score -5457586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5457596.000000 Penalty: 5256.897461
	Iteration 42Q: 3 clusters Score -5457596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5457594.000000 Penalty: 5256.897461
	Iteration 43Q: 3 clusters Score -5457594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5457596.500000 Penalty: 5256.897461
	Iteration 44Q: 3 clusters Score -5457596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5457601.000000 Penalty: 5256.897461
	Iteration 45Q: 3 clusters Score -5457601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5457601.000000 Penalty: 5256.897461
	Iteration 46Q: 3 clusters Score -5457601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5457598.000000 Penalty: 5256.897461
	Iteration 47Q: 3 clusters Score -5457598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5457600.000000 Penalty: 5256.897461
	Iteration 48Q: 3 clusters Score -5457600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5457603.000000 Penalty: 5256.897461
	Iteration 49Q: 3 clusters Score -5457603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5457609.000000 Penalty: 5256.897461
	Iteration 50Q: 3 clusters Score -5457609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5457611.500000 Penalty: 5256.897461
	Iteration 51Q: 3 clusters Score -5457612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5457606.500000 Penalty: 5256.897461
	Iteration 52Q: 3 clusters Score -5457606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5457606.500000 Penalty: 5256.897461
	Iteration 53F: 3 clusters Score -5457606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -1163570.625000 Penalty: 2258.777832
	Iteration 0F: 2 clusters Score -1163571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1156479.000000 Penalty: 4517.555664
	Iteration 0F: 3 clusters Score -1156479 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1158466.625000 Penalty: 4517.555664
	Iteration 1F: 3 clusters Score -1158467 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1158767.000000 Penalty: 4517.555664
	Iteration 2F: 3 clusters Score -1158767 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1159072.500000 Penalty: 4517.555664
	Iteration 3F: 3 clusters Score -1159072 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1159462.250000 Penalty: 4517.555664
	Iteration 4F: 3 clusters Score -1159462 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1159809.375000 Penalty: 4517.555664
	Iteration 5Q: 3 clusters Score -1159809 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1160152.125000 Penalty: 4517.555664
	Iteration 6F: 3 clusters Score -1160152 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1160467.875000 Penalty: 4517.555664
	Iteration 7F: 3 clusters Score -1160468 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1160783.875000 Penalty: 4517.555664
	Iteration 8F: 3 clusters Score -1160784 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1161110.375000 Penalty: 4517.555664
	Iteration 9Q: 3 clusters Score -1161110 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1161427.750000 Penalty: 4517.555664
	Iteration 10F: 3 clusters Score -1161428 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1161669.000000 Penalty: 4517.555664
	Iteration 11Q: 3 clusters Score -1161669 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1161849.125000 Penalty: 4517.555664
	Iteration 12Q: 3 clusters Score -1161849 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1161991.750000 Penalty: 4517.555664
	Iteration 13Q: 3 clusters Score -1161992 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1162110.250000 Penalty: 4517.555664
	Iteration 14Q: 3 clusters Score -1162110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1162195.000000 Penalty: 4517.555664
	Iteration 15Q: 3 clusters Score -1162195 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1162271.000000 Penalty: 4517.555664
	Iteration 16Q: 3 clusters Score -1162271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1162322.125000 Penalty: 4517.555664
	Iteration 17Q: 3 clusters Score -1162322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1162354.625000 Penalty: 4517.555664
	Iteration 18Q: 3 clusters Score -1162355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1162374.500000 Penalty: 4517.555664
	Iteration 19Q: 3 clusters Score -1162374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1162401.000000 Penalty: 4517.555664
	Iteration 20F: 3 clusters Score -1162401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1162432.750000 Penalty: 4517.555664
	Iteration 21Q: 3 clusters Score -1162433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1162457.750000 Penalty: 4517.555664
	Iteration 22Q: 3 clusters Score -1162458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1162475.875000 Penalty: 4517.555664
	Iteration 23Q: 3 clusters Score -1162476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1162489.875000 Penalty: 4517.555664
	Iteration 24Q: 3 clusters Score -1162490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1162505.125000 Penalty: 4517.555664
	Iteration 25Q: 3 clusters Score -1162505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1162515.875000 Penalty: 4517.555664
	Iteration 26Q: 3 clusters Score -1162516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1162526.375000 Penalty: 4517.555664
	Iteration 27Q: 3 clusters Score -1162526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1162543.250000 Penalty: 4517.555664
	Iteration 28Q: 3 clusters Score -1162543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1162549.500000 Penalty: 4517.555664
	Iteration 29Q: 3 clusters Score -1162550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1162552.125000 Penalty: 4517.555664
	Iteration 30Q: 3 clusters Score -1162552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1162557.125000 Penalty: 4517.555664
	Iteration 31Q: 3 clusters Score -1162557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1162560.125000 Penalty: 4517.555664
	Iteration 32Q: 3 clusters Score -1162560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1162562.875000 Penalty: 4517.555664
	Iteration 33Q: 3 clusters Score -1162563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1162562.875000 Penalty: 4517.555664
	Iteration 34Q: 3 clusters Score -1162563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1162563.375000 Penalty: 4517.555664
	Iteration 35Q: 3 clusters Score -1162563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1162563.375000 Penalty: 4517.555664
	Iteration 36F: 3 clusters Score -1162563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1676284.250000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -1676284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1666821.250000 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -1666821 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1669865.625000 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -1669866 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1670507.250000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -1670507 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1671171.125000 Penalty: 4696.320312
	Iteration 3F: 3 clusters Score -1671171 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1671847.625000 Penalty: 4696.320312
	Iteration 4F: 3 clusters Score -1671848 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1672523.875000 Penalty: 4696.320312
	Iteration 5F: 3 clusters Score -1672524 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1673112.500000 Penalty: 4696.320312
	Iteration 6F: 3 clusters Score -1673112 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1673648.750000 Penalty: 4696.320312
	Iteration 7F: 3 clusters Score -1673649 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1674114.625000 Penalty: 4696.320312
	Iteration 8Q: 3 clusters Score -1674115 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1674520.375000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -1674520 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1674827.375000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -1674827 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1674980.750000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -1674981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1675047.625000 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -1675048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1675072.500000 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -1675072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1675097.500000 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -1675098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1675108.250000 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -1675108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1675115.250000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -1675115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1675119.125000 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -1675119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1675116.500000 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -1675116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1675123.375000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -1675123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1675124.500000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -1675124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1675126.250000 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -1675126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1675128.375000 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -1675128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1675128.375000 Penalty: 4696.320312
	Iteration 23F: 3 clusters Score -1675128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Entering Unmasked Estep 
Score: -10610335.000000 Penalty: 2800.855957
	Iteration 0F: 2 clusters Score -1.061034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -10556599.000000 Penalty: 5601.711914
	Iteration 0F: 3 clusters Score -1.05566e+07 nChanged 37746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -10578099.000000 Penalty: 5601.711914
	Iteration 1F: 3 clusters Score -1.05781e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -10579143.000000 Penalty: 5601.711914
	Iteration 2Q: 3 clusters Score -1.057914e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -10580711.000000 Penalty: 5601.711914
	Iteration 3Q: 3 clusters Score -1.058071e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -10583016.000000 Penalty: 5601.711914
	Iteration 4F: 3 clusters Score -1.058302e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -10586496.000000 Penalty: 5601.711914
	Iteration 5F: 3 clusters Score -1.05865e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -10591175.000000 Penalty: 5601.711914
	Iteration 6F: 3 clusters Score -1.059118e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -10596243.000000 Penalty: 5601.711914
	Iteration 7F: 3 clusters Score -1.059624e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -10600896.000000 Penalty: 5601.711914
	Iteration 8F: 3 clusters Score -1.06009e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -10604529.000000 Penalty: 5601.711914
	Iteration 9Q: 3 clusters Score -1.060453e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10606692.000000 Penalty: 5601.711914
	Iteration 10Q: 3 clusters Score -1.060669e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10607434.000000 Penalty: 5601.711914
	Iteration 11Q: 3 clusters Score -1.060743e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10607697.000000 Penalty: 5601.711914
	Iteration 12Q: 3 clusters Score -1.06077e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10607790.000000 Penalty: 5601.711914
	Iteration 13Q: 3 clusters Score -1.060779e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10607855.000000 Penalty: 5601.711914
	Iteration 14Q: 3 clusters Score -1.060786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10607902.000000 Penalty: 5601.711914
	Iteration 15Q: 3 clusters Score -1.06079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10607919.000000 Penalty: 5601.711914
	Iteration 16Q: 3 clusters Score -1.060792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10607928.000000 Penalty: 5601.711914
	Iteration 17Q: 3 clusters Score -1.060793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10607942.000000 Penalty: 5601.711914
	Iteration 18Q: 3 clusters Score -1.060794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10607941.000000 Penalty: 5601.711914
	Iteration 19Q: 3 clusters Score -1.060794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10607946.000000 Penalty: 5601.711914
	Iteration 20F: 3 clusters Score -1.060795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10607949.000000 Penalty: 5601.711914
	Iteration 21Q: 3 clusters Score -1.060795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10607943.000000 Penalty: 5601.711914
	Iteration 22Q: 3 clusters Score -1.060794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10607944.000000 Penalty: 5601.711914
	Iteration 23Q: 3 clusters Score -1.060794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10607944.000000 Penalty: 5601.711914
	Iteration 24F: 3 clusters Score -1.060794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Entering Unmasked Estep 
Score: -20150078.000000 Penalty: 2954.502686
	Iteration 0F: 2 clusters Score -2.015008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -20050710.000000 Penalty: 5909.005371
	Iteration 0F: 3 clusters Score -2.005071e+07 nChanged 71418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -20092402.000000 Penalty: 5909.005371
	Iteration 1F: 3 clusters Score -2.00924e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -20094470.000000 Penalty: 5909.005371
	Iteration 2Q: 3 clusters Score -2.009447e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -20097846.000000 Penalty: 5909.005371
	Iteration 3Q: 3 clusters Score -2.009785e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -20103516.000000 Penalty: 5909.005371
	Iteration 4F: 3 clusters Score -2.010352e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -20112482.000000 Penalty: 5909.005371
	Iteration 5F: 3 clusters Score -2.011248e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -20123906.000000 Penalty: 5909.005371
	Iteration 6F: 3 clusters Score -2.012391e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110945 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -20134170.000000 Penalty: 5909.005371
	Iteration 7F: 3 clusters Score -2.013417e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114941 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -20139788.000000 Penalty: 5909.005371
	Iteration 8Q: 3 clusters Score -2.013979e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -20142178.000000 Penalty: 5909.005371
	Iteration 9Q: 3 clusters Score -2.014218e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -20143672.000000 Penalty: 5909.005371
	Iteration 10Q: 3 clusters Score -2.014367e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -20144742.000000 Penalty: 5909.005371
	Iteration 11Q: 3 clusters Score -2.014474e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123618 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -20145628.000000 Penalty: 5909.005371
	Iteration 12Q: 3 clusters Score -2.014563e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -20146430.000000 Penalty: 5909.005371
	Iteration 13Q: 3 clusters Score -2.014643e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -20146884.000000 Penalty: 5909.005371
	Iteration 14Q: 3 clusters Score -2.014688e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127966 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -20147196.000000 Penalty: 5909.005371
	Iteration 15Q: 3 clusters Score -2.01472e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129134 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -20147312.000000 Penalty: 5909.005371
	Iteration 16Q: 3 clusters Score -2.014731e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -20147394.000000 Penalty: 5909.005371
	Iteration 17Q: 3 clusters Score -2.014739e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -20147570.000000 Penalty: 5909.005371
	Iteration 18Q: 3 clusters Score -2.014757e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -20147652.000000 Penalty: 5909.005371
	Iteration 19Q: 3 clusters Score -2.014765e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -20147746.000000 Penalty: 5909.005371
	Iteration 20F: 3 clusters Score -2.014775e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134134 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -20147852.000000 Penalty: 5909.005371
	Iteration 21Q: 3 clusters Score -2.014785e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -20147958.000000 Penalty: 5909.005371
	Iteration 22Q: 3 clusters Score -2.014796e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135897 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -20148026.000000 Penalty: 5909.005371
	Iteration 23Q: 3 clusters Score -2.014803e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -20148198.000000 Penalty: 5909.005371
	Iteration 24Q: 3 clusters Score -2.01482e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137455 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -20148222.000000 Penalty: 5909.005371
	Iteration 25Q: 3 clusters Score -2.014822e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -20148308.000000 Penalty: 5909.005371
	Iteration 26Q: 3 clusters Score -2.014831e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -20148272.000000 Penalty: 5909.005371
	Iteration 27Q: 3 clusters Score -2.014827e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -20148386.000000 Penalty: 5909.005371
	Iteration 28Q: 3 clusters Score -2.014839e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139846 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -20148456.000000 Penalty: 5909.005371
	Iteration 29Q: 3 clusters Score -2.014846e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140355 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -20148504.000000 Penalty: 5909.005371
	Iteration 30Q: 3 clusters Score -2.01485e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140838 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -20148546.000000 Penalty: 5909.005371
	Iteration 31Q: 3 clusters Score -2.014855e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -20148614.000000 Penalty: 5909.005371
	Iteration 32Q: 3 clusters Score -2.014861e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -20148662.000000 Penalty: 5909.005371
	Iteration 33Q: 3 clusters Score -2.014866e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142002 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -20148696.000000 Penalty: 5909.005371
	Iteration 34Q: 3 clusters Score -2.01487e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -20148730.000000 Penalty: 5909.005371
	Iteration 35Q: 3 clusters Score -2.014873e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142556 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -20148748.000000 Penalty: 5909.005371
	Iteration 36Q: 3 clusters Score -2.014875e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142793 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -20148710.000000 Penalty: 5909.005371
	Iteration 37Q: 3 clusters Score -2.014871e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -20148668.000000 Penalty: 5909.005371
	Iteration 38Q: 3 clusters Score -2.014867e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -20148744.000000 Penalty: 5909.005371
	Iteration 39Q: 3 clusters Score -2.014874e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -20148766.000000 Penalty: 5909.005371
	Iteration 40F: 3 clusters Score -2.014877e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143599 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -20148714.000000 Penalty: 5909.005371
	Iteration 41Q: 3 clusters Score -2.014871e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -20148676.000000 Penalty: 5909.005371
	Iteration 42Q: 3 clusters Score -2.014868e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -20148712.000000 Penalty: 5909.005371
	Iteration 43Q: 3 clusters Score -2.014871e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144102 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -20148706.000000 Penalty: 5909.005371
	Iteration 44Q: 3 clusters Score -2.014871e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -20148692.000000 Penalty: 5909.005371
	Iteration 45Q: 3 clusters Score -2.014869e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -20148728.000000 Penalty: 5909.005371
	Iteration 46Q: 3 clusters Score -2.014873e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -20148718.000000 Penalty: 5909.005371
	Iteration 47Q: 3 clusters Score -2.014872e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144604 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -20148758.000000 Penalty: 5909.005371
	Iteration 48Q: 3 clusters Score -2.014876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -20148768.000000 Penalty: 5909.005371
	Iteration 49Q: 3 clusters Score -2.014877e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144775 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20148750.000000 Penalty: 5909.005371
	Iteration 50Q: 3 clusters Score -2.014875e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -20148796.000000 Penalty: 5909.005371
	Iteration 51Q: 3 clusters Score -2.01488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -20148790.000000 Penalty: 5909.005371
	Iteration 52Q: 3 clusters Score -2.014879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -20148766.000000 Penalty: 5909.005371
	Iteration 53Q: 3 clusters Score -2.014877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -20148758.000000 Penalty: 5909.005371
	Iteration 54Q: 3 clusters Score -2.014876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20148764.000000 Penalty: 5909.005371
	Iteration 55Q: 3 clusters Score -2.014876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145067 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -20148784.000000 Penalty: 5909.005371
	Iteration 56Q: 3 clusters Score -2.014878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145093 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -20148774.000000 Penalty: 5909.005371
	Iteration 57Q: 3 clusters Score -2.014877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145116 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -20148768.000000 Penalty: 5909.005371
	Iteration 58Q: 3 clusters Score -2.014877e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145138 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -20148760.000000 Penalty: 5909.005371
	Iteration 59Q: 3 clusters Score -2.014876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -20148776.000000 Penalty: 5909.005371
	Iteration 60F: 3 clusters Score -2.014878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145188 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -20148758.000000 Penalty: 5909.005371
	Iteration 61Q: 3 clusters Score -2.014876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -20148766.000000 Penalty: 5909.005371
	Iteration 62Q: 3 clusters Score -2.014877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -20148746.000000 Penalty: 5909.005371
	Iteration 63Q: 3 clusters Score -2.014875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145247 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -20148770.000000 Penalty: 5909.005371
	Iteration 64Q: 3 clusters Score -2.014877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145262 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -20148778.000000 Penalty: 5909.005371
	Iteration 65Q: 3 clusters Score -2.014878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145281 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -20148762.000000 Penalty: 5909.005371
	Iteration 66Q: 3 clusters Score -2.014876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145296 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -20148776.000000 Penalty: 5909.005371
	Iteration 67Q: 3 clusters Score -2.014878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -20148774.000000 Penalty: 5909.005371
	Iteration 68Q: 3 clusters Score -2.014877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20148796.000000 Penalty: 5909.005371
	Iteration 69Q: 3 clusters Score -2.01488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -20148790.000000 Penalty: 5909.005371
	Iteration 70Q: 3 clusters Score -2.014879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5909.005371
	Iteration 71Q: 3 clusters Score -2.01488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145387 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5909.005371
	Iteration 72Q: 3 clusters Score -2.01488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -20148788.000000 Penalty: 5909.005371
	Iteration 73Q: 3 clusters Score -2.014879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145432 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -20148814.000000 Penalty: 5909.005371
	Iteration 74Q: 3 clusters Score -2.014881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -20148808.000000 Penalty: 5909.005371
	Iteration 75Q: 3 clusters Score -2.014881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145465 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20148822.000000 Penalty: 5909.005371
	Iteration 76Q: 3 clusters Score -2.014882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -20148828.000000 Penalty: 5909.005371
	Iteration 77Q: 3 clusters Score -2.014883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -20148816.000000 Penalty: 5909.005371
	Iteration 78Q: 3 clusters Score -2.014882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -20148832.000000 Penalty: 5909.005371
	Iteration 79Q: 3 clusters Score -2.014883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145502 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -20148828.000000 Penalty: 5909.005371
	Iteration 80F: 3 clusters Score -2.014883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -20148834.000000 Penalty: 5909.005371
	Iteration 81Q: 3 clusters Score -2.014883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145513 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20148828.000000 Penalty: 5909.005371
	Iteration 82Q: 3 clusters Score -2.014883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145521 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -20148816.000000 Penalty: 5909.005371
	Iteration 83Q: 3 clusters Score -2.014882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20148816.000000 Penalty: 5909.005371
	Iteration 84Q: 3 clusters Score -2.014882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145528 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -20148812.000000 Penalty: 5909.005371
	Iteration 85Q: 3 clusters Score -2.014881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -20148820.000000 Penalty: 5909.005371
	Iteration 86Q: 3 clusters Score -2.014882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145530 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -20148820.000000 Penalty: 5909.005371
	Iteration 87Q: 3 clusters Score -2.014882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145531 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -20148832.000000 Penalty: 5909.005371
	Iteration 88Q: 3 clusters Score -2.014883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -20148824.000000 Penalty: 5909.005371
	Iteration 89Q: 3 clusters Score -2.014882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -20148834.000000 Penalty: 5909.005371
	Iteration 90Q: 3 clusters Score -2.014883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145537 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -20148826.000000 Penalty: 5909.005371
	Iteration 91Q: 3 clusters Score -2.014883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20148826.000000 Penalty: 5909.005371
	Iteration 92Q: 3 clusters Score -2.014883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -20148822.000000 Penalty: 5909.005371
	Iteration 93Q: 3 clusters Score -2.014882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145546 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20148820.000000 Penalty: 5909.005371
	Iteration 94Q: 3 clusters Score -2.014882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145548 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -20148826.000000 Penalty: 5909.005371
	Iteration 95Q: 3 clusters Score -2.014883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145550 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -20148822.000000 Penalty: 5909.005371
	Iteration 96Q: 3 clusters Score -2.014882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -20148816.000000 Penalty: 5909.005371
	Iteration 97Q: 3 clusters Score -2.014882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145553 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20148814.000000 Penalty: 5909.005371
	Iteration 98Q: 3 clusters Score -2.014881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -20148808.000000 Penalty: 5909.005371
	Iteration 99Q: 3 clusters Score -2.014881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -20148812.000000 Penalty: 5909.005371
	Iteration 100F: 3 clusters Score -2.014881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -20148812.000000 Penalty: 5909.005371
	Iteration 101Q: 3 clusters Score -2.014881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -20148810.000000 Penalty: 5909.005371
	Iteration 102Q: 3 clusters Score -2.014881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5909.005371
	Iteration 103Q: 3 clusters Score -2.01488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5909.005371
	Iteration 104F: 3 clusters Score -2.01488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Entering Unmasked Estep 
Score: -9425891.000000 Penalty: 2764.339844
	Iteration 0F: 2 clusters Score -9425891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -9379769.000000 Penalty: 5528.679688
	Iteration 0F: 3 clusters Score -9379769 nChanged 32304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -9398284.000000 Penalty: 5528.679688
	Iteration 1F: 3 clusters Score -9398284 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -9399521.000000 Penalty: 5528.679688
	Iteration 2Q: 3 clusters Score -9399521 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -9401036.000000 Penalty: 5528.679688
	Iteration 3F: 3 clusters Score -9401036 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -9403133.000000 Penalty: 5528.679688
	Iteration 4F: 3 clusters Score -9403133 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -9405927.000000 Penalty: 5528.679688
	Iteration 5F: 3 clusters Score -9405927 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -9409228.000000 Penalty: 5528.679688
	Iteration 6F: 3 clusters Score -9409228 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -9412472.000000 Penalty: 5528.679688
	Iteration 7F: 3 clusters Score -9412472 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -9414713.000000 Penalty: 5528.679688
	Iteration 8F: 3 clusters Score -9414713 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -9415917.000000 Penalty: 5528.679688
	Iteration 9Q: 3 clusters Score -9415917 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -9416507.000000 Penalty: 5528.679688
	Iteration 10Q: 3 clusters Score -9416507 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -9416943.000000 Penalty: 5528.679688
	Iteration 11Q: 3 clusters Score -9416943 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -9417328.000000 Penalty: 5528.679688
	Iteration 12Q: 3 clusters Score -9417328 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -9417768.000000 Penalty: 5528.679688
	Iteration 13Q: 3 clusters Score -9417768 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -9418147.000000 Penalty: 5528.679688
	Iteration 14Q: 3 clusters Score -9418147 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -9418651.000000 Penalty: 5528.679688
	Iteration 15Q: 3 clusters Score -9418651 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -9419024.000000 Penalty: 5528.679688
	Iteration 16Q: 3 clusters Score -9419024 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -9419455.000000 Penalty: 5528.679688
	Iteration 17Q: 3 clusters Score -9419455 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -9419791.000000 Penalty: 5528.679688
	Iteration 18Q: 3 clusters Score -9419791 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -9420187.000000 Penalty: 5528.679688
	Iteration 19Q: 3 clusters Score -9420187 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -9420611.000000 Penalty: 5528.679688
	Iteration 20F: 3 clusters Score -9420611 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -9420910.000000 Penalty: 5528.679688
	Iteration 21Q: 3 clusters Score -9420910 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -9421228.000000 Penalty: 5528.679688
	Iteration 22Q: 3 clusters Score -9421228 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -9421515.000000 Penalty: 5528.679688
	Iteration 23Q: 3 clusters Score -9421515 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -9421761.000000 Penalty: 5528.679688
	Iteration 24Q: 3 clusters Score -9421761 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -9422011.000000 Penalty: 5528.679688
	Iteration 25Q: 3 clusters Score -9422011 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -9422275.000000 Penalty: 5528.679688
	Iteration 26Q: 3 clusters Score -9422275 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -9422495.000000 Penalty: 5528.679688
	Iteration 27Q: 3 clusters Score -9422495 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9422664.000000 Penalty: 5528.679688
	Iteration 28Q: 3 clusters Score -9422664 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -9422830.000000 Penalty: 5528.679688
	Iteration 29Q: 3 clusters Score -9422830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9422947.000000 Penalty: 5528.679688
	Iteration 30Q: 3 clusters Score -9422947 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9423093.000000 Penalty: 5528.679688
	Iteration 31Q: 3 clusters Score -9423093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9423188.000000 Penalty: 5528.679688
	Iteration 32Q: 3 clusters Score -9423188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9423304.000000 Penalty: 5528.679688
	Iteration 33Q: 3 clusters Score -9423304 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9423357.000000 Penalty: 5528.679688
	Iteration 34Q: 3 clusters Score -9423357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9423420.000000 Penalty: 5528.679688
	Iteration 35Q: 3 clusters Score -9423420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9423476.000000 Penalty: 5528.679688
	Iteration 36Q: 3 clusters Score -9423476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9423545.000000 Penalty: 5528.679688
	Iteration 37Q: 3 clusters Score -9423545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9423602.000000 Penalty: 5528.679688
	Iteration 38Q: 3 clusters Score -9423602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9423608.000000 Penalty: 5528.679688
	Iteration 39Q: 3 clusters Score -9423608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9423652.000000 Penalty: 5528.679688
	Iteration 40F: 3 clusters Score -9423652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9423668.000000 Penalty: 5528.679688
	Iteration 41Q: 3 clusters Score -9423668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9423699.000000 Penalty: 5528.679688
	Iteration 42Q: 3 clusters Score -9423699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9423721.000000 Penalty: 5528.679688
	Iteration 43Q: 3 clusters Score -9423721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9423742.000000 Penalty: 5528.679688
	Iteration 44Q: 3 clusters Score -9423742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9423764.000000 Penalty: 5528.679688
	Iteration 45Q: 3 clusters Score -9423764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9423771.000000 Penalty: 5528.679688
	Iteration 46Q: 3 clusters Score -9423771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9423766.000000 Penalty: 5528.679688
	Iteration 47Q: 3 clusters Score -9423766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9423767.000000 Penalty: 5528.679688
	Iteration 48Q: 3 clusters Score -9423767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9423767.000000 Penalty: 5528.679688
	Iteration 49Q: 3 clusters Score -9423767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9423782.000000 Penalty: 5528.679688
	Iteration 50Q: 3 clusters Score -9423782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9423781.000000 Penalty: 5528.679688
	Iteration 51Q: 3 clusters Score -9423781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9423784.000000 Penalty: 5528.679688
	Iteration 52Q: 3 clusters Score -9423784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9423788.000000 Penalty: 5528.679688
	Iteration 53Q: 3 clusters Score -9423788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9423801.000000 Penalty: 5528.679688
	Iteration 54Q: 3 clusters Score -9423801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9423801.000000 Penalty: 5528.679688
	Iteration 55Q: 3 clusters Score -9423801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9423806.000000 Penalty: 5528.679688
	Iteration 56Q: 3 clusters Score -9423806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9423797.000000 Penalty: 5528.679688
	Iteration 57Q: 3 clusters Score -9423797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9423812.000000 Penalty: 5528.679688
	Iteration 58Q: 3 clusters Score -9423812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9423818.000000 Penalty: 5528.679688
	Iteration 59Q: 3 clusters Score -9423818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9423818.000000 Penalty: 5528.679688
	Iteration 60F: 3 clusters Score -9423818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9423818.000000 Penalty: 5528.679688
	Iteration 61Q: 3 clusters Score -9423818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9423808.000000 Penalty: 5528.679688
	Iteration 62Q: 3 clusters Score -9423808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9423815.000000 Penalty: 5528.679688
	Iteration 63Q: 3 clusters Score -9423815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9423812.000000 Penalty: 5528.679688
	Iteration 64Q: 3 clusters Score -9423812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9423812.000000 Penalty: 5528.679688
	Iteration 65Q: 3 clusters Score -9423812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9423817.000000 Penalty: 5528.679688
	Iteration 66Q: 3 clusters Score -9423817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9423817.000000 Penalty: 5528.679688
	Iteration 67Q: 3 clusters Score -9423817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9423815.000000 Penalty: 5528.679688
	Iteration 68Q: 3 clusters Score -9423815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9423815.000000 Penalty: 5528.679688
	Iteration 69F: 3 clusters Score -9423815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 203 members 
Entering Unmasked Estep 
Score: -50288.523438 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50288.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50502.730469 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50502.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50591.152344 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -50591.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50633.519531 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50633.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50673.902344 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50700.808594 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50700.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50714.238281 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50714.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50724.656250 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -50724.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50741.042969 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -50741.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50755.769531 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -50755.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50769.656250 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -50769.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50787.640625 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -50787.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50808.585938 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -50808.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50840.074219 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -50840.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50899.191406 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -50899.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50913.804688 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -50913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50919.207031 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -50919.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50925.093750 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -50925.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50945.406250 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -50945.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50967.164062 Penalty: 3005.324951
	Iteration 19Q: 3 clusters Score -50967.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50980.808594 Penalty: 3005.324951
	Iteration 20F: 3 clusters Score -50980.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50986.457031 Penalty: 3005.324951
	Iteration 21Q: 3 clusters Score -50986.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50990.449219 Penalty: 3005.324951
	Iteration 22Q: 3 clusters Score -50990.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50995.726562 Penalty: 3005.324951
	Iteration 23Q: 3 clusters Score -50995.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51005.078125 Penalty: 3005.324951
	Iteration 24Q: 3 clusters Score -51005.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51026.933594 Penalty: 3005.324951
	Iteration 25Q: 3 clusters Score -51026.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51037.980469 Penalty: 3005.324951
	Iteration 26Q: 3 clusters Score -51037.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51044.644531 Penalty: 3005.324951
	Iteration 27Q: 3 clusters Score -51044.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51047.519531 Penalty: 3005.324951
	Iteration 28Q: 3 clusters Score -51047.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51049.187500 Penalty: 3005.324951
	Iteration 29Q: 3 clusters Score -51049.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51053.859375 Penalty: 3005.324951
	Iteration 30Q: 3 clusters Score -51053.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51053.859375 Penalty: 3005.324951
	Iteration 31F: 3 clusters Score -51053.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 153 members 
Entering Unmasked Estep 
Score: -31152.324219 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31152.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31393.654297 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31393.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31478.939453 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -31478.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31510.519531 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31510.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31519.292969 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31519.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31519.292969 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -31519.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -1331572.250000 Penalty: 2291.446777
	Iteration 0F: 2 clusters Score -1331572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1323715.500000 Penalty: 4582.893555
	Iteration 0F: 3 clusters Score -1323716 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1326012.500000 Penalty: 4582.893555
	Iteration 1F: 3 clusters Score -1326012 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1326447.250000 Penalty: 4582.893555
	Iteration 2F: 3 clusters Score -1326447 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1326834.125000 Penalty: 4582.893555
	Iteration 3F: 3 clusters Score -1326834 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1327199.750000 Penalty: 4582.893555
	Iteration 4F: 3 clusters Score -1327200 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1327520.250000 Penalty: 4582.893555
	Iteration 5F: 3 clusters Score -1327520 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1327838.000000 Penalty: 4582.893555
	Iteration 6Q: 3 clusters Score -1327838 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1328180.375000 Penalty: 4582.893555
	Iteration 7Q: 3 clusters Score -1328180 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1328527.250000 Penalty: 4582.893555
	Iteration 8Q: 3 clusters Score -1328527 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1328851.875000 Penalty: 4582.893555
	Iteration 9Q: 3 clusters Score -1328852 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1329159.250000 Penalty: 4582.893555
	Iteration 10Q: 3 clusters Score -1329159 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1329455.125000 Penalty: 4582.893555
	Iteration 11Q: 3 clusters Score -1329455 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1329666.750000 Penalty: 4582.893555
	Iteration 12Q: 3 clusters Score -1329667 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1329830.125000 Penalty: 4582.893555
	Iteration 13Q: 3 clusters Score -1329830 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1329949.125000 Penalty: 4582.893555
	Iteration 14Q: 3 clusters Score -1329949 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1330032.125000 Penalty: 4582.893555
	Iteration 15Q: 3 clusters Score -1330032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1330091.250000 Penalty: 4582.893555
	Iteration 16Q: 3 clusters Score -1330091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1330154.875000 Penalty: 4582.893555
	Iteration 17Q: 3 clusters Score -1330155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1330214.000000 Penalty: 4582.893555
	Iteration 18Q: 3 clusters Score -1330214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1330266.250000 Penalty: 4582.893555
	Iteration 19Q: 3 clusters Score -1330266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1330322.375000 Penalty: 4582.893555
	Iteration 20F: 3 clusters Score -1330322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1330361.375000 Penalty: 4582.893555
	Iteration 21Q: 3 clusters Score -1330361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1330411.875000 Penalty: 4582.893555
	Iteration 22Q: 3 clusters Score -1330412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1330453.375000 Penalty: 4582.893555
	Iteration 23Q: 3 clusters Score -1330453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1330510.125000 Penalty: 4582.893555
	Iteration 24Q: 3 clusters Score -1330510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1330555.000000 Penalty: 4582.893555
	Iteration 25Q: 3 clusters Score -1330555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1330581.750000 Penalty: 4582.893555
	Iteration 26Q: 3 clusters Score -1330582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1330601.250000 Penalty: 4582.893555
	Iteration 27Q: 3 clusters Score -1330601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1330615.625000 Penalty: 4582.893555
	Iteration 28Q: 3 clusters Score -1330616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1330623.125000 Penalty: 4582.893555
	Iteration 29Q: 3 clusters Score -1330623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1330628.375000 Penalty: 4582.893555
	Iteration 30Q: 3 clusters Score -1330628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1330638.750000 Penalty: 4582.893555
	Iteration 31Q: 3 clusters Score -1330639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1330640.500000 Penalty: 4582.893555
	Iteration 32Q: 3 clusters Score -1330640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1330642.750000 Penalty: 4582.893555
	Iteration 33Q: 3 clusters Score -1330643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1330642.750000 Penalty: 4582.893555
	Iteration 34Q: 3 clusters Score -1330643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1330644.750000 Penalty: 4582.893555
	Iteration 35Q: 3 clusters Score -1330645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1330646.000000 Penalty: 4582.893555
	Iteration 36Q: 3 clusters Score -1330646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1330646.000000 Penalty: 4582.893555
	Iteration 37F: 3 clusters Score -1330646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47906.937500 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -47906.94 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 235 members 
Entering Unmasked Estep 
Score: -46552.417969 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -46552.42 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46875.394531 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -46875.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47173.453125 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -47173.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47388.613281 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -47388.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47754.863281 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -47754.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -47932.281250 Penalty: 3081.452637
	Iteration 5F: 3 clusters Score -47932.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -48084.652344 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -48084.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -48110.210938 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -48110.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48127.035156 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -48127.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48144.968750 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -48144.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -48153.859375 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -48153.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48156.531250 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -48156.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48156.531250 Penalty: 3081.452637
	Iteration 12F: 3 clusters Score -48156.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40078 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 80320 members 
Mstep: Class 12 contains 149241 members 
Mstep: Class 13 contains 69323 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 162751 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187923 members 
Mstep: Class 22 contains 30813 members 
Mstep: Class 23 contains 147023 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 71 members 
Entering Unmasked Estep 
Score: -126431200.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126432608.000000 to -126431200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (162751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162751 members 
Entering Unmasked Estep 
Score: -22046680.000000 Penalty: 2975.994385
	Iteration 0F: 2 clusters Score -2.204668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -21941324.000000 Penalty: 5951.988770
	Iteration 0F: 3 clusters Score -2.194132e+07 nChanged 77734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -21986488.000000 Penalty: 5951.988770
	Iteration 1F: 3 clusters Score -2.198649e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -21987660.000000 Penalty: 5951.988770
	Iteration 2Q: 3 clusters Score -2.198766e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -21989434.000000 Penalty: 5951.988770
	Iteration 3Q: 3 clusters Score -2.198943e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -21992314.000000 Penalty: 5951.988770
	Iteration 4Q: 3 clusters Score -2.199231e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -21996680.000000 Penalty: 5951.988770
	Iteration 5F: 3 clusters Score -2.199668e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -22004168.000000 Penalty: 5951.988770
	Iteration 6F: 3 clusters Score -2.200417e+07 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -22014348.000000 Penalty: 5951.988770
	Iteration 7F: 3 clusters Score -2.201435e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -22024510.000000 Penalty: 5951.988770
	Iteration 8F: 3 clusters Score -2.202451e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145304 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -22032140.000000 Penalty: 5951.988770
	Iteration 9F: 3 clusters Score -2.203214e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -22036406.000000 Penalty: 5951.988770
	Iteration 10Q: 3 clusters Score -2.203641e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -22038850.000000 Penalty: 5951.988770
	Iteration 11Q: 3 clusters Score -2.203885e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -22040478.000000 Penalty: 5951.988770
	Iteration 12Q: 3 clusters Score -2.204048e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -22041638.000000 Penalty: 5951.988770
	Iteration 13Q: 3 clusters Score -2.204164e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -22042542.000000 Penalty: 5951.988770
	Iteration 14Q: 3 clusters Score -2.204254e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -22043138.000000 Penalty: 5951.988770
	Iteration 15Q: 3 clusters Score -2.204314e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -22043562.000000 Penalty: 5951.988770
	Iteration 16Q: 3 clusters Score -2.204356e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -22043858.000000 Penalty: 5951.988770
	Iteration 17Q: 3 clusters Score -2.204386e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -22044038.000000 Penalty: 5951.988770
	Iteration 18Q: 3 clusters Score -2.204404e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -22044188.000000 Penalty: 5951.988770
	Iteration 19Q: 3 clusters Score -2.204419e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -22044290.000000 Penalty: 5951.988770
	Iteration 20F: 3 clusters Score -2.204429e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -22044430.000000 Penalty: 5951.988770
	Iteration 21Q: 3 clusters Score -2.204443e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -22044458.000000 Penalty: 5951.988770
	Iteration 22Q: 3 clusters Score -2.204446e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -22044506.000000 Penalty: 5951.988770
	Iteration 23Q: 3 clusters Score -2.204451e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -22044536.000000 Penalty: 5951.988770
	Iteration 24Q: 3 clusters Score -2.204454e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -22044536.000000 Penalty: 5951.988770
	Iteration 25Q: 3 clusters Score -2.204454e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -22044546.000000 Penalty: 5951.988770
	Iteration 26Q: 3 clusters Score -2.204455e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -22044576.000000 Penalty: 5951.988770
	Iteration 27Q: 3 clusters Score -2.204458e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -22044608.000000 Penalty: 5951.988770
	Iteration 28Q: 3 clusters Score -2.204461e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157466 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -22044602.000000 Penalty: 5951.988770
	Iteration 29Q: 3 clusters Score -2.20446e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -22044648.000000 Penalty: 5951.988770
	Iteration 30Q: 3 clusters Score -2.204465e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -22044646.000000 Penalty: 5951.988770
	Iteration 31Q: 3 clusters Score -2.204465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -22044660.000000 Penalty: 5951.988770
	Iteration 32Q: 3 clusters Score -2.204466e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157364 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -22044682.000000 Penalty: 5951.988770
	Iteration 33Q: 3 clusters Score -2.204468e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -22044734.000000 Penalty: 5951.988770
	Iteration 34Q: 3 clusters Score -2.204473e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -22044760.000000 Penalty: 5951.988770
	Iteration 35Q: 3 clusters Score -2.204476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157259 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -22044748.000000 Penalty: 5951.988770
	Iteration 36Q: 3 clusters Score -2.204475e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -22044720.000000 Penalty: 5951.988770
	Iteration 37Q: 3 clusters Score -2.204472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -22044758.000000 Penalty: 5951.988770
	Iteration 38Q: 3 clusters Score -2.204476e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -22044760.000000 Penalty: 5951.988770
	Iteration 39Q: 3 clusters Score -2.204476e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -22044760.000000 Penalty: 5951.988770
	Iteration 40F: 3 clusters Score -2.204476e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -22044754.000000 Penalty: 5951.988770
	Iteration 41Q: 3 clusters Score -2.204475e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -22044778.000000 Penalty: 5951.988770
	Iteration 42Q: 3 clusters Score -2.204478e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -22044754.000000 Penalty: 5951.988770
	Iteration 43Q: 3 clusters Score -2.204475e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -22044756.000000 Penalty: 5951.988770
	Iteration 44Q: 3 clusters Score -2.204476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156932 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -22044730.000000 Penalty: 5951.988770
	Iteration 45Q: 3 clusters Score -2.204473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156896 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -22044710.000000 Penalty: 5951.988770
	Iteration 46Q: 3 clusters Score -2.204471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156858 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -22044728.000000 Penalty: 5951.988770
	Iteration 47Q: 3 clusters Score -2.204473e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -22044724.000000 Penalty: 5951.988770
	Iteration 48Q: 3 clusters Score -2.204472e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156774 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -22044746.000000 Penalty: 5951.988770
	Iteration 49Q: 3 clusters Score -2.204475e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -22044722.000000 Penalty: 5951.988770
	Iteration 50Q: 3 clusters Score -2.204472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156710 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -22044712.000000 Penalty: 5951.988770
	Iteration 51Q: 3 clusters Score -2.204471e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -22044736.000000 Penalty: 5951.988770
	Iteration 52Q: 3 clusters Score -2.204474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -22044748.000000 Penalty: 5951.988770
	Iteration 53Q: 3 clusters Score -2.204475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -22044778.000000 Penalty: 5951.988770
	Iteration 54Q: 3 clusters Score -2.204478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156593 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -22044756.000000 Penalty: 5951.988770
	Iteration 55Q: 3 clusters Score -2.204476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -22044776.000000 Penalty: 5951.988770
	Iteration 56Q: 3 clusters Score -2.204478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -22044764.000000 Penalty: 5951.988770
	Iteration 57Q: 3 clusters Score -2.204476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -22044766.000000 Penalty: 5951.988770
	Iteration 58Q: 3 clusters Score -2.204477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -22044782.000000 Penalty: 5951.988770
	Iteration 59Q: 3 clusters Score -2.204478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156533 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -22044790.000000 Penalty: 5951.988770
	Iteration 60F: 3 clusters Score -2.204479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -22044790.000000 Penalty: 5951.988770
	Iteration 61Q: 3 clusters Score -2.204479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -22044802.000000 Penalty: 5951.988770
	Iteration 62Q: 3 clusters Score -2.20448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -22044790.000000 Penalty: 5951.988770
	Iteration 63Q: 3 clusters Score -2.204479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -22044780.000000 Penalty: 5951.988770
	Iteration 64Q: 3 clusters Score -2.204478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -22044780.000000 Penalty: 5951.988770
	Iteration 65Q: 3 clusters Score -2.204478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -22044780.000000 Penalty: 5951.988770
	Iteration 66F: 3 clusters Score -2.204478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -52930.097656 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -52930.1 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 204 members 
Entering Unmasked Estep 
Score: -51475.582031 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -51475.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51595.085938 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -51595.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51632.390625 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -51632.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51654.109375 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -51654.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51665.003906 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -51665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51669.695312 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -51669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51673.960938 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -51673.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51678.582031 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -51678.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51678.582031 Penalty: 2991.219971
	Iteration 8F: 3 clusters Score -51678.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 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 152 members 
Entering Unmasked Estep 
Score: -31836.000000 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32127.857422 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32127.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32336.158203 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32336.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32534.617188 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -32534.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32813.082031 Penalty: 2827.420166
	Iteration 4F: 3 clusters Score -32813.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33178.820312 Penalty: 2827.420166
	Iteration 5F: 3 clusters Score -33178.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33224.175781 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -33224.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33229.980469 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -33229.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33229.980469 Penalty: 2827.420166
	Iteration 8F: 3 clusters Score -33229.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40078 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 80320 members 
Mstep: Class 12 contains 149241 members 
Mstep: Class 13 contains 69323 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162751 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 187923 members 
Mstep: Class 22 contains 30813 members 
Mstep: Class 23 contains 147023 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 227 members 
Entering Unmasked Estep 
Score: -126431032.000000 Penalty: 92212.148438
Splitting cluster 20 changes total score from -126432608.000000 to -126431032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (187923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187923 members 
Entering Unmasked Estep 
Score: -25527758.000000 Penalty: 3011.659180
	Iteration 0F: 2 clusters Score -2.552776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -25406554.000000 Penalty: 6023.318359
	Iteration 0F: 3 clusters Score -2.540655e+07 nChanged 90301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -25458434.000000 Penalty: 6023.318359
	Iteration 1F: 3 clusters Score -2.545843e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -25459304.000000 Penalty: 6023.318359
	Iteration 2Q: 3 clusters Score -2.54593e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -25460012.000000 Penalty: 6023.318359
	Iteration 3Q: 3 clusters Score -2.546001e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -25460772.000000 Penalty: 6023.318359
	Iteration 4Q: 3 clusters Score -2.546077e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -25461690.000000 Penalty: 6023.318359
	Iteration 5Q: 3 clusters Score -2.546169e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -25462728.000000 Penalty: 6023.318359
	Iteration 6Q: 3 clusters Score -2.546273e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -25464330.000000 Penalty: 6023.318359
	Iteration 7Q: 3 clusters Score -2.546433e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 99005 members 
Entering Unmasked Estep 
Score: -25466754.000000 Penalty: 6023.318359
	Iteration 8Q: 3 clusters Score -2.546675e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -25471024.000000 Penalty: 6023.318359
	Iteration 9Q: 3 clusters Score -2.547102e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -25477334.000000 Penalty: 6023.318359
	Iteration 10F: 3 clusters Score -2.547733e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -25485840.000000 Penalty: 6023.318359
	Iteration 11F: 3 clusters Score -2.548584e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -25493356.000000 Penalty: 6023.318359
	Iteration 12F: 3 clusters Score -2.549336e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -25496984.000000 Penalty: 6023.318359
	Iteration 13Q: 3 clusters Score -2.549698e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -25498490.000000 Penalty: 6023.318359
	Iteration 14Q: 3 clusters Score -2.549849e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 118372 members 
Entering Unmasked Estep 
Score: -25499132.000000 Penalty: 6023.318359
	Iteration 15Q: 3 clusters Score -2.549913e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 120399 members 
Entering Unmasked Estep 
Score: -25499572.000000 Penalty: 6023.318359
	Iteration 16Q: 3 clusters Score -2.549957e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -25499982.000000 Penalty: 6023.318359
	Iteration 17Q: 3 clusters Score -2.549998e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -25500352.000000 Penalty: 6023.318359
	Iteration 18Q: 3 clusters Score -2.550035e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 127018 members 
Entering Unmasked Estep 
Score: -25500732.000000 Penalty: 6023.318359
	Iteration 19Q: 3 clusters Score -2.550073e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 129402 members 
Entering Unmasked Estep 
Score: -25501168.000000 Penalty: 6023.318359
	Iteration 20F: 3 clusters Score -2.550117e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 131821 members 
Entering Unmasked Estep 
Score: -25501794.000000 Penalty: 6023.318359
	Iteration 21Q: 3 clusters Score -2.550179e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -25502390.000000 Penalty: 6023.318359
	Iteration 22Q: 3 clusters Score -2.550239e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 136924 members 
Entering Unmasked Estep 
Score: -25502994.000000 Penalty: 6023.318359
	Iteration 23Q: 3 clusters Score -2.550299e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -25503718.000000 Penalty: 6023.318359
	Iteration 24Q: 3 clusters Score -2.550372e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 142322 members 
Entering Unmasked Estep 
Score: -25504654.000000 Penalty: 6023.318359
	Iteration 25Q: 3 clusters Score -2.550465e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -25505502.000000 Penalty: 6023.318359
	Iteration 26Q: 3 clusters Score -2.55055e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 147947 members 
Entering Unmasked Estep 
Score: -25506572.000000 Penalty: 6023.318359
	Iteration 27Q: 3 clusters Score -2.550657e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 150803 members 
Entering Unmasked Estep 
Score: -25507630.000000 Penalty: 6023.318359
	Iteration 28Q: 3 clusters Score -2.550763e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 153763 members 
Entering Unmasked Estep 
Score: -25508872.000000 Penalty: 6023.318359
	Iteration 29Q: 3 clusters Score -2.550887e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 156761 members 
Entering Unmasked Estep 
Score: -25510248.000000 Penalty: 6023.318359
	Iteration 30Q: 3 clusters Score -2.551025e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -25511494.000000 Penalty: 6023.318359
	Iteration 31Q: 3 clusters Score -2.551149e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 162693 members 
Entering Unmasked Estep 
Score: -25512696.000000 Penalty: 6023.318359
	Iteration 32Q: 3 clusters Score -2.55127e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -25513978.000000 Penalty: 6023.318359
	Iteration 33Q: 3 clusters Score -2.551398e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -25515316.000000 Penalty: 6023.318359
	Iteration 34Q: 3 clusters Score -2.551532e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -25516754.000000 Penalty: 6023.318359
	Iteration 35Q: 3 clusters Score -2.551675e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -25518086.000000 Penalty: 6023.318359
	Iteration 36Q: 3 clusters Score -2.551809e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 176202 members 
Entering Unmasked Estep 
Score: -25519314.000000 Penalty: 6023.318359
	Iteration 37Q: 3 clusters Score -2.551931e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 178283 members 
Entering Unmasked Estep 
Score: -25520342.000000 Penalty: 6023.318359
	Iteration 38Q: 3 clusters Score -2.552034e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 180086 members 
Entering Unmasked Estep 
Score: -25521194.000000 Penalty: 6023.318359
	Iteration 39Q: 3 clusters Score -2.552119e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 181606 members 
Entering Unmasked Estep 
Score: -25522068.000000 Penalty: 6023.318359
	Iteration 40F: 3 clusters Score -2.552207e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -25522826.000000 Penalty: 6023.318359
	Iteration 41Q: 3 clusters Score -2.552283e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 183800 members 
Entering Unmasked Estep 
Score: -25523334.000000 Penalty: 6023.318359
	Iteration 42Q: 3 clusters Score -2.552333e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -25523702.000000 Penalty: 6023.318359
	Iteration 43Q: 3 clusters Score -2.55237e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 184990 members 
Entering Unmasked Estep 
Score: -25524010.000000 Penalty: 6023.318359
	Iteration 44Q: 3 clusters Score -2.552401e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -25524232.000000 Penalty: 6023.318359
	Iteration 45Q: 3 clusters Score -2.552423e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 185781 members 
Entering Unmasked Estep 
Score: -25524446.000000 Penalty: 6023.318359
	Iteration 46Q: 3 clusters Score -2.552445e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 186022 members 
Entering Unmasked Estep 
Score: -25524540.000000 Penalty: 6023.318359
	Iteration 47Q: 3 clusters Score -2.552454e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 186200 members 
Entering Unmasked Estep 
Score: -25524652.000000 Penalty: 6023.318359
	Iteration 48Q: 3 clusters Score -2.552465e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 186339 members 
Entering Unmasked Estep 
Score: -25524740.000000 Penalty: 6023.318359
	Iteration 49Q: 3 clusters Score -2.552474e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 186452 members 
Entering Unmasked Estep 
Score: -25524790.000000 Penalty: 6023.318359
	Iteration 50Q: 3 clusters Score -2.552479e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 186568 members 
Entering Unmasked Estep 
Score: -25524870.000000 Penalty: 6023.318359
	Iteration 51Q: 3 clusters Score -2.552487e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -25524904.000000 Penalty: 6023.318359
	Iteration 52Q: 3 clusters Score -2.55249e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -25524938.000000 Penalty: 6023.318359
	Iteration 53Q: 3 clusters Score -2.552494e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -25524944.000000 Penalty: 6023.318359
	Iteration 54Q: 3 clusters Score -2.552494e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 186823 members 
Entering Unmasked Estep 
Score: -25524992.000000 Penalty: 6023.318359
	Iteration 55Q: 3 clusters Score -2.552499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -25525002.000000 Penalty: 6023.318359
	Iteration 56Q: 3 clusters Score -2.5525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 186907 members 
Entering Unmasked Estep 
Score: -25525030.000000 Penalty: 6023.318359
	Iteration 57Q: 3 clusters Score -2.552503e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 186941 members 
Entering Unmasked Estep 
Score: -25525086.000000 Penalty: 6023.318359
	Iteration 58Q: 3 clusters Score -2.552509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 186967 members 
Entering Unmasked Estep 
Score: -25525088.000000 Penalty: 6023.318359
	Iteration 59Q: 3 clusters Score -2.552509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 186995 members 
Entering Unmasked Estep 
Score: -25525104.000000 Penalty: 6023.318359
	Iteration 60F: 3 clusters Score -2.55251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -25525110.000000 Penalty: 6023.318359
	Iteration 61Q: 3 clusters Score -2.552511e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 187034 members 
Entering Unmasked Estep 
Score: -25525118.000000 Penalty: 6023.318359
	Iteration 62Q: 3 clusters Score -2.552512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 187050 members 
Entering Unmasked Estep 
Score: -25525148.000000 Penalty: 6023.318359
	Iteration 63Q: 3 clusters Score -2.552515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 187065 members 
Entering Unmasked Estep 
Score: -25525168.000000 Penalty: 6023.318359
	Iteration 64Q: 3 clusters Score -2.552517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -25525172.000000 Penalty: 6023.318359
	Iteration 65Q: 3 clusters Score -2.552517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 187089 members 
Entering Unmasked Estep 
Score: -25525202.000000 Penalty: 6023.318359
	Iteration 66Q: 3 clusters Score -2.55252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 187099 members 
Entering Unmasked Estep 
Score: -25525196.000000 Penalty: 6023.318359
	Iteration 67Q: 3 clusters Score -2.55252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 187103 members 
Entering Unmasked Estep 
Score: -25525210.000000 Penalty: 6023.318359
	Iteration 68Q: 3 clusters Score -2.552521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 187111 members 
Entering Unmasked Estep 
Score: -25525232.000000 Penalty: 6023.318359
	Iteration 69Q: 3 clusters Score -2.552523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 187121 members 
Entering Unmasked Estep 
Score: -25525240.000000 Penalty: 6023.318359
	Iteration 70Q: 3 clusters Score -2.552524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
Score: -25525256.000000 Penalty: 6023.318359
	Iteration 71Q: 3 clusters Score -2.552526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 187132 members 
Entering Unmasked Estep 
Score: -25525258.000000 Penalty: 6023.318359
	Iteration 72Q: 3 clusters Score -2.552526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -25525244.000000 Penalty: 6023.318359
	Iteration 73Q: 3 clusters Score -2.552524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 187140 members 
Entering Unmasked Estep 
Score: -25525250.000000 Penalty: 6023.318359
	Iteration 74Q: 3 clusters Score -2.552525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 187142 members 
Entering Unmasked Estep 
Score: -25525274.000000 Penalty: 6023.318359
	Iteration 75Q: 3 clusters Score -2.552527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -25525278.000000 Penalty: 6023.318359
	Iteration 76Q: 3 clusters Score -2.552528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 187146 members 
Entering Unmasked Estep 
Score: -25525260.000000 Penalty: 6023.318359
	Iteration 77Q: 3 clusters Score -2.552526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 187147 members 
Entering Unmasked Estep 
Score: -25525278.000000 Penalty: 6023.318359
	Iteration 78Q: 3 clusters Score -2.552528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 187149 members 
Entering Unmasked Estep 
Score: -25525266.000000 Penalty: 6023.318359
	Iteration 79Q: 3 clusters Score -2.552527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 187150 members 
Entering Unmasked Estep 
Score: -25525286.000000 Penalty: 6023.318359
	Iteration 80F: 3 clusters Score -2.552529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 187150 members 
Entering Unmasked Estep 
Score: -25525264.000000 Penalty: 6023.318359
	Iteration 81Q: 3 clusters Score -2.552526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 187150 members 
Entering Unmasked Estep 
Score: -25525264.000000 Penalty: 6023.318359
	Iteration 82F: 3 clusters Score -2.552526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Entering Unmasked Estep 
Score: -4014183.500000 Penalty: 2563.251709
	Iteration 0F: 2 clusters Score -4014184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3993020.500000 Penalty: 5126.503418
	Iteration 0F: 3 clusters Score -3993020 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4000979.750000 Penalty: 5126.503418
	Iteration 1F: 3 clusters Score -4000980 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4001954.750000 Penalty: 5126.503418
	Iteration 2F: 3 clusters Score -4001955 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4003328.000000 Penalty: 5126.503418
	Iteration 3F: 3 clusters Score -4003328 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4005103.250000 Penalty: 5126.503418
	Iteration 4F: 3 clusters Score -4005103 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4006963.000000 Penalty: 5126.503418
	Iteration 5F: 3 clusters Score -4006963 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4008619.500000 Penalty: 5126.503418
	Iteration 6F: 3 clusters Score -4008620 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4009901.750000 Penalty: 5126.503418
	Iteration 7F: 3 clusters Score -4009902 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4010881.750000 Penalty: 5126.503418
	Iteration 8Q: 3 clusters Score -4010882 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4011537.750000 Penalty: 5126.503418
	Iteration 9Q: 3 clusters Score -4011538 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4011929.500000 Penalty: 5126.503418
	Iteration 10Q: 3 clusters Score -4011930 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4012180.250000 Penalty: 5126.503418
	Iteration 11Q: 3 clusters Score -4012180 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -4012341.000000 Penalty: 5126.503418
	Iteration 12Q: 3 clusters Score -4012341 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4012512.250000 Penalty: 5126.503418
	Iteration 13Q: 3 clusters Score -4012512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4012662.750000 Penalty: 5126.503418
	Iteration 14Q: 3 clusters Score -4012663 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4012785.750000 Penalty: 5126.503418
	Iteration 15Q: 3 clusters Score -4012786 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4012874.500000 Penalty: 5126.503418
	Iteration 16Q: 3 clusters Score -4012874 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4012973.500000 Penalty: 5126.503418
	Iteration 17Q: 3 clusters Score -4012974 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4013055.500000 Penalty: 5126.503418
	Iteration 18Q: 3 clusters Score -4013056 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4013121.000000 Penalty: 5126.503418
	Iteration 19Q: 3 clusters Score -4013121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4013146.000000 Penalty: 5126.503418
	Iteration 20F: 3 clusters Score -4013146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4013180.750000 Penalty: 5126.503418
	Iteration 21Q: 3 clusters Score -4013181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4013199.750000 Penalty: 5126.503418
	Iteration 22Q: 3 clusters Score -4013200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4013210.500000 Penalty: 5126.503418
	Iteration 23Q: 3 clusters Score -4013210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4013225.250000 Penalty: 5126.503418
	Iteration 24Q: 3 clusters Score -4013225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4013234.250000 Penalty: 5126.503418
	Iteration 25Q: 3 clusters Score -4013234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4013242.000000 Penalty: 5126.503418
	Iteration 26Q: 3 clusters Score -4013242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4013259.750000 Penalty: 5126.503418
	Iteration 27Q: 3 clusters Score -4013260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4013267.000000 Penalty: 5126.503418
	Iteration 28Q: 3 clusters Score -4013267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4013266.250000 Penalty: 5126.503418
	Iteration 29Q: 3 clusters Score -4013266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4013272.750000 Penalty: 5126.503418
	Iteration 30Q: 3 clusters Score -4013273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4013280.750000 Penalty: 5126.503418
	Iteration 31Q: 3 clusters Score -4013281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4013286.500000 Penalty: 5126.503418
	Iteration 32Q: 3 clusters Score -4013286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4013290.750000 Penalty: 5126.503418
	Iteration 33Q: 3 clusters Score -4013291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4013293.500000 Penalty: 5126.503418
	Iteration 34Q: 3 clusters Score -4013294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4013299.000000 Penalty: 5126.503418
	Iteration 35Q: 3 clusters Score -4013299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4013295.000000 Penalty: 5126.503418
	Iteration 36Q: 3 clusters Score -4013295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4013298.750000 Penalty: 5126.503418
	Iteration 37Q: 3 clusters Score -4013299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4013295.750000 Penalty: 5126.503418
	Iteration 38Q: 3 clusters Score -4013296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4013301.250000 Penalty: 5126.503418
	Iteration 39Q: 3 clusters Score -4013301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4013301.000000 Penalty: 5126.503418
	Iteration 40F: 3 clusters Score -4013301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4013296.500000 Penalty: 5126.503418
	Iteration 41Q: 3 clusters Score -4013296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4013293.500000 Penalty: 5126.503418
	Iteration 42Q: 3 clusters Score -4013294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4013294.500000 Penalty: 5126.503418
	Iteration 43Q: 3 clusters Score -4013294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4013297.000000 Penalty: 5126.503418
	Iteration 44Q: 3 clusters Score -4013297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4013291.750000 Penalty: 5126.503418
	Iteration 45Q: 3 clusters Score -4013292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4013300.500000 Penalty: 5126.503418
	Iteration 46Q: 3 clusters Score -4013300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4013301.250000 Penalty: 5126.503418
	Iteration 47Q: 3 clusters Score -4013301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4013298.000000 Penalty: 5126.503418
	Iteration 48Q: 3 clusters Score -4013298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4013303.750000 Penalty: 5126.503418
	Iteration 49Q: 3 clusters Score -4013304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4013301.250000 Penalty: 5126.503418
	Iteration 50Q: 3 clusters Score -4013301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4013308.500000 Penalty: 5126.503418
	Iteration 51Q: 3 clusters Score -4013308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4013309.000000 Penalty: 5126.503418
	Iteration 52Q: 3 clusters Score -4013309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4013310.500000 Penalty: 5126.503418
	Iteration 53Q: 3 clusters Score -4013310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4013310.500000 Penalty: 5126.503418
	Iteration 54F: 3 clusters Score -4013310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Entering Unmasked Estep 
Score: -19887340.000000 Penalty: 2950.789307
	Iteration 0F: 2 clusters Score -1.988734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -19789144.000000 Penalty: 5901.578613
	Iteration 0F: 3 clusters Score -1.978914e+07 nChanged 70339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -19830188.000000 Penalty: 5901.578613
	Iteration 1F: 3 clusters Score -1.983019e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -19831480.000000 Penalty: 5901.578613
	Iteration 2Q: 3 clusters Score -1.983148e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -19833474.000000 Penalty: 5901.578613
	Iteration 3Q: 3 clusters Score -1.983347e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -19836810.000000 Penalty: 5901.578613
	Iteration 4Q: 3 clusters Score -1.983681e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -19841600.000000 Penalty: 5901.578613
	Iteration 5Q: 3 clusters Score -1.98416e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -19847674.000000 Penalty: 5901.578613
	Iteration 6F: 3 clusters Score -1.984767e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -19854728.000000 Penalty: 5901.578613
	Iteration 7F: 3 clusters Score -1.985473e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -19862242.000000 Penalty: 5901.578613
	Iteration 8F: 3 clusters Score -1.986224e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -19867858.000000 Penalty: 5901.578613
	Iteration 9F: 3 clusters Score -1.986786e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -19870880.000000 Penalty: 5901.578613
	Iteration 10Q: 3 clusters Score -1.987088e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -19872342.000000 Penalty: 5901.578613
	Iteration 11Q: 3 clusters Score -1.987234e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -19873206.000000 Penalty: 5901.578613
	Iteration 12Q: 3 clusters Score -1.987321e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -19874126.000000 Penalty: 5901.578613
	Iteration 13Q: 3 clusters Score -1.987413e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -19874790.000000 Penalty: 5901.578613
	Iteration 14Q: 3 clusters Score -1.987479e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -19875424.000000 Penalty: 5901.578613
	Iteration 15Q: 3 clusters Score -1.987542e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -19876156.000000 Penalty: 5901.578613
	Iteration 16Q: 3 clusters Score -1.987616e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -19876724.000000 Penalty: 5901.578613
	Iteration 17Q: 3 clusters Score -1.987672e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -19877004.000000 Penalty: 5901.578613
	Iteration 18Q: 3 clusters Score -1.9877e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -19877370.000000 Penalty: 5901.578613
	Iteration 19Q: 3 clusters Score -1.987737e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -19877632.000000 Penalty: 5901.578613
	Iteration 20F: 3 clusters Score -1.987763e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -19877722.000000 Penalty: 5901.578613
	Iteration 21Q: 3 clusters Score -1.987772e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -19877764.000000 Penalty: 5901.578613
	Iteration 22Q: 3 clusters Score -1.987776e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -19877894.000000 Penalty: 5901.578613
	Iteration 23Q: 3 clusters Score -1.987789e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -19877924.000000 Penalty: 5901.578613
	Iteration 24Q: 3 clusters Score -1.987792e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -19877938.000000 Penalty: 5901.578613
	Iteration 25Q: 3 clusters Score -1.987794e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -19878056.000000 Penalty: 5901.578613
	Iteration 26Q: 3 clusters Score -1.987806e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -19878144.000000 Penalty: 5901.578613
	Iteration 27Q: 3 clusters Score -1.987814e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -19878172.000000 Penalty: 5901.578613
	Iteration 28Q: 3 clusters Score -1.987817e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -19878324.000000 Penalty: 5901.578613
	Iteration 29Q: 3 clusters Score -1.987832e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -19878310.000000 Penalty: 5901.578613
	Iteration 30Q: 3 clusters Score -1.987831e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -19878376.000000 Penalty: 5901.578613
	Iteration 31Q: 3 clusters Score -1.987838e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -19878490.000000 Penalty: 5901.578613
	Iteration 32Q: 3 clusters Score -1.987849e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -19878542.000000 Penalty: 5901.578613
	Iteration 33Q: 3 clusters Score -1.987854e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -19878650.000000 Penalty: 5901.578613
	Iteration 34Q: 3 clusters Score -1.987865e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -19878672.000000 Penalty: 5901.578613
	Iteration 35Q: 3 clusters Score -1.987867e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -19878726.000000 Penalty: 5901.578613
	Iteration 36Q: 3 clusters Score -1.987873e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -19878770.000000 Penalty: 5901.578613
	Iteration 37Q: 3 clusters Score -1.987877e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -19878788.000000 Penalty: 5901.578613
	Iteration 38Q: 3 clusters Score -1.987879e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -19878924.000000 Penalty: 5901.578613
	Iteration 39Q: 3 clusters Score -1.987892e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -19879018.000000 Penalty: 5901.578613
	Iteration 40F: 3 clusters Score -1.987902e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -19879232.000000 Penalty: 5901.578613
	Iteration 41Q: 3 clusters Score -1.987923e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -19879246.000000 Penalty: 5901.578613
	Iteration 42Q: 3 clusters Score -1.987925e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -19879346.000000 Penalty: 5901.578613
	Iteration 43Q: 3 clusters Score -1.987935e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -19879440.000000 Penalty: 5901.578613
	Iteration 44Q: 3 clusters Score -1.987944e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -19879544.000000 Penalty: 5901.578613
	Iteration 45Q: 3 clusters Score -1.987954e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -19879712.000000 Penalty: 5901.578613
	Iteration 46Q: 3 clusters Score -1.987971e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -19879812.000000 Penalty: 5901.578613
	Iteration 47Q: 3 clusters Score -1.987981e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -19879918.000000 Penalty: 5901.578613
	Iteration 48Q: 3 clusters Score -1.987992e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -19880064.000000 Penalty: 5901.578613
	Iteration 49Q: 3 clusters Score -1.988006e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -19880144.000000 Penalty: 5901.578613
	Iteration 50Q: 3 clusters Score -1.988014e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -19880240.000000 Penalty: 5901.578613
	Iteration 51Q: 3 clusters Score -1.988024e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -19880392.000000 Penalty: 5901.578613
	Iteration 52Q: 3 clusters Score -1.988039e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -19880546.000000 Penalty: 5901.578613
	Iteration 53Q: 3 clusters Score -1.988055e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -19880728.000000 Penalty: 5901.578613
	Iteration 54Q: 3 clusters Score -1.988073e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -19880788.000000 Penalty: 5901.578613
	Iteration 55Q: 3 clusters Score -1.988079e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -19880946.000000 Penalty: 5901.578613
	Iteration 56Q: 3 clusters Score -1.988095e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -19881076.000000 Penalty: 5901.578613
	Iteration 57Q: 3 clusters Score -1.988108e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -19881328.000000 Penalty: 5901.578613
	Iteration 58Q: 3 clusters Score -1.988133e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -19881634.000000 Penalty: 5901.578613
	Iteration 59Q: 3 clusters Score -1.988163e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -19881968.000000 Penalty: 5901.578613
	Iteration 60F: 3 clusters Score -1.988197e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -19882246.000000 Penalty: 5901.578613
	Iteration 61Q: 3 clusters Score -1.988225e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -19882480.000000 Penalty: 5901.578613
	Iteration 62Q: 3 clusters Score -1.988248e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115794 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -19882668.000000 Penalty: 5901.578613
	Iteration 63Q: 3 clusters Score -1.988267e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -19882946.000000 Penalty: 5901.578613
	Iteration 64Q: 3 clusters Score -1.988295e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -19883240.000000 Penalty: 5901.578613
	Iteration 65Q: 3 clusters Score -1.988324e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -19883418.000000 Penalty: 5901.578613
	Iteration 66Q: 3 clusters Score -1.988342e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -19883564.000000 Penalty: 5901.578613
	Iteration 67Q: 3 clusters Score -1.988356e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -19883804.000000 Penalty: 5901.578613
	Iteration 68Q: 3 clusters Score -1.98838e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -19883990.000000 Penalty: 5901.578613
	Iteration 69Q: 3 clusters Score -1.988399e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -19884172.000000 Penalty: 5901.578613
	Iteration 70Q: 3 clusters Score -1.988417e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -19884354.000000 Penalty: 5901.578613
	Iteration 71Q: 3 clusters Score -1.988435e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -19884472.000000 Penalty: 5901.578613
	Iteration 72Q: 3 clusters Score -1.988447e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -19884586.000000 Penalty: 5901.578613
	Iteration 73Q: 3 clusters Score -1.988459e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128228 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -19884774.000000 Penalty: 5901.578613
	Iteration 74Q: 3 clusters Score -1.988477e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129109 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -19884984.000000 Penalty: 5901.578613
	Iteration 75Q: 3 clusters Score -1.988498e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -19885128.000000 Penalty: 5901.578613
	Iteration 76Q: 3 clusters Score -1.988513e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130778 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -19885112.000000 Penalty: 5901.578613
	Iteration 77Q: 3 clusters Score -1.988511e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -19885216.000000 Penalty: 5901.578613
	Iteration 78Q: 3 clusters Score -1.988522e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -19885316.000000 Penalty: 5901.578613
	Iteration 79Q: 3 clusters Score -1.988532e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132993 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -19885454.000000 Penalty: 5901.578613
	Iteration 80F: 3 clusters Score -1.988545e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -19885550.000000 Penalty: 5901.578613
	Iteration 81Q: 3 clusters Score -1.988555e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -19885700.000000 Penalty: 5901.578613
	Iteration 82Q: 3 clusters Score -1.98857e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -19885808.000000 Penalty: 5901.578613
	Iteration 83Q: 3 clusters Score -1.988581e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135509 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -19885856.000000 Penalty: 5901.578613
	Iteration 84Q: 3 clusters Score -1.988586e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -19885966.000000 Penalty: 5901.578613
	Iteration 85Q: 3 clusters Score -1.988597e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -19886040.000000 Penalty: 5901.578613
	Iteration 86Q: 3 clusters Score -1.988604e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -19886052.000000 Penalty: 5901.578613
	Iteration 87Q: 3 clusters Score -1.988605e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -19886136.000000 Penalty: 5901.578613
	Iteration 88Q: 3 clusters Score -1.988614e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137834 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -19886202.000000 Penalty: 5901.578613
	Iteration 89Q: 3 clusters Score -1.98862e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -19886212.000000 Penalty: 5901.578613
	Iteration 90Q: 3 clusters Score -1.988621e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -19886204.000000 Penalty: 5901.578613
	Iteration 91Q: 3 clusters Score -1.98862e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138800 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -19886192.000000 Penalty: 5901.578613
	Iteration 92Q: 3 clusters Score -1.988619e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139052 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -19886142.000000 Penalty: 5901.578613
	Iteration 93Q: 3 clusters Score -1.988614e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139262 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -19886140.000000 Penalty: 5901.578613
	Iteration 94Q: 3 clusters Score -1.988614e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -19886186.000000 Penalty: 5901.578613
	Iteration 95Q: 3 clusters Score -1.988619e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139672 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -19886204.000000 Penalty: 5901.578613
	Iteration 96Q: 3 clusters Score -1.98862e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139848 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -19886164.000000 Penalty: 5901.578613
	Iteration 97Q: 3 clusters Score -1.988616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -19886186.000000 Penalty: 5901.578613
	Iteration 98Q: 3 clusters Score -1.988619e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140187 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -19886214.000000 Penalty: 5901.578613
	Iteration 99Q: 3 clusters Score -1.988621e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140345 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -19886192.000000 Penalty: 5901.578613
	Iteration 100F: 3 clusters Score -1.988619e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140494 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -19886212.000000 Penalty: 5901.578613
	Iteration 101Q: 3 clusters Score -1.988621e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -19886236.000000 Penalty: 5901.578613
	Iteration 102Q: 3 clusters Score -1.988624e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140758 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -19886246.000000 Penalty: 5901.578613
	Iteration 103Q: 3 clusters Score -1.988625e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140873 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -19886264.000000 Penalty: 5901.578613
	Iteration 104Q: 3 clusters Score -1.988626e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -19886280.000000 Penalty: 5901.578613
	Iteration 105Q: 3 clusters Score -1.988628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -19886288.000000 Penalty: 5901.578613
	Iteration 106Q: 3 clusters Score -1.988629e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -19886316.000000 Penalty: 5901.578613
	Iteration 107Q: 3 clusters Score -1.988632e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141224 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -19886328.000000 Penalty: 5901.578613
	Iteration 108Q: 3 clusters Score -1.988633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -19886326.000000 Penalty: 5901.578613
	Iteration 109Q: 3 clusters Score -1.988633e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -19886342.000000 Penalty: 5901.578613
	Iteration 110Q: 3 clusters Score -1.988634e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141405 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -19886322.000000 Penalty: 5901.578613
	Iteration 111Q: 3 clusters Score -1.988632e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141462 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -19886306.000000 Penalty: 5901.578613
	Iteration 112Q: 3 clusters Score -1.988631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -19886348.000000 Penalty: 5901.578613
	Iteration 113Q: 3 clusters Score -1.988635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -19886378.000000 Penalty: 5901.578613
	Iteration 114Q: 3 clusters Score -1.988638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -19886368.000000 Penalty: 5901.578613
	Iteration 115Q: 3 clusters Score -1.988637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -19886374.000000 Penalty: 5901.578613
	Iteration 116Q: 3 clusters Score -1.988637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -19886384.000000 Penalty: 5901.578613
	Iteration 117Q: 3 clusters Score -1.988638e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -19886378.000000 Penalty: 5901.578613
	Iteration 118Q: 3 clusters Score -1.988638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141741 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -19886376.000000 Penalty: 5901.578613
	Iteration 119Q: 3 clusters Score -1.988638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -19886392.000000 Penalty: 5901.578613
	Iteration 120F: 3 clusters Score -1.988639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -19886390.000000 Penalty: 5901.578613
	Iteration 121Q: 3 clusters Score -1.988639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141842 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -19886390.000000 Penalty: 5901.578613
	Iteration 122Q: 3 clusters Score -1.988639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -19886396.000000 Penalty: 5901.578613
	Iteration 123Q: 3 clusters Score -1.98864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141922 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -19886380.000000 Penalty: 5901.578613
	Iteration 124Q: 3 clusters Score -1.988638e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -19886338.000000 Penalty: 5901.578613
	Iteration 125Q: 3 clusters Score -1.988634e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -19886354.000000 Penalty: 5901.578613
	Iteration 126Q: 3 clusters Score -1.988635e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142073 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -19886334.000000 Penalty: 5901.578613
	Iteration 127Q: 3 clusters Score -1.988633e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -19886332.000000 Penalty: 5901.578613
	Iteration 128Q: 3 clusters Score -1.988633e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -19886316.000000 Penalty: 5901.578613
	Iteration 129Q: 3 clusters Score -1.988632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -19886308.000000 Penalty: 5901.578613
	Iteration 130Q: 3 clusters Score -1.988631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142301 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -19886330.000000 Penalty: 5901.578613
	Iteration 131Q: 3 clusters Score -1.988633e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -19886330.000000 Penalty: 5901.578613
	Iteration 132Q: 3 clusters Score -1.988633e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -19886350.000000 Penalty: 5901.578613
	Iteration 133Q: 3 clusters Score -1.988635e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -19886362.000000 Penalty: 5901.578613
	Iteration 134Q: 3 clusters Score -1.988636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -19886368.000000 Penalty: 5901.578613
	Iteration 135Q: 3 clusters Score -1.988637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -19886378.000000 Penalty: 5901.578613
	Iteration 136Q: 3 clusters Score -1.988638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142527 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -19886392.000000 Penalty: 5901.578613
	Iteration 137Q: 3 clusters Score -1.988639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -19886404.000000 Penalty: 5901.578613
	Iteration 138Q: 3 clusters Score -1.98864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142585 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -19886386.000000 Penalty: 5901.578613
	Iteration 139Q: 3 clusters Score -1.988639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -19886438.000000 Penalty: 5901.578613
	Iteration 140F: 3 clusters Score -1.988644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142650 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -19886412.000000 Penalty: 5901.578613
	Iteration 141Q: 3 clusters Score -1.988641e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -19886424.000000 Penalty: 5901.578613
	Iteration 142Q: 3 clusters Score -1.988642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -19886426.000000 Penalty: 5901.578613
	Iteration 143Q: 3 clusters Score -1.988643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -19886400.000000 Penalty: 5901.578613
	Iteration 144Q: 3 clusters Score -1.98864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -19886410.000000 Penalty: 5901.578613
	Iteration 145Q: 3 clusters Score -1.988641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -19886408.000000 Penalty: 5901.578613
	Iteration 146Q: 3 clusters Score -1.988641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142795 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -19886426.000000 Penalty: 5901.578613
	Iteration 147Q: 3 clusters Score -1.988643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -19886436.000000 Penalty: 5901.578613
	Iteration 148Q: 3 clusters Score -1.988644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -19886430.000000 Penalty: 5901.578613
	Iteration 149Q: 3 clusters Score -1.988643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -19886434.000000 Penalty: 5901.578613
	Iteration 150Q: 3 clusters Score -1.988643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -19886428.000000 Penalty: 5901.578613
	Iteration 151Q: 3 clusters Score -1.988643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142889 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -19886436.000000 Penalty: 5901.578613
	Iteration 152Q: 3 clusters Score -1.988644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142901 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -19886436.000000 Penalty: 5901.578613
	Iteration 153Q: 3 clusters Score -1.988644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142909 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -19886434.000000 Penalty: 5901.578613
	Iteration 154Q: 3 clusters Score -1.988643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -19886430.000000 Penalty: 5901.578613
	Iteration 155Q: 3 clusters Score -1.988643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -19886430.000000 Penalty: 5901.578613
	Iteration 156Q: 3 clusters Score -1.988643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142924 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -19886448.000000 Penalty: 5901.578613
	Iteration 157Q: 3 clusters Score -1.988645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -19886444.000000 Penalty: 5901.578613
	Iteration 158Q: 3 clusters Score -1.988644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -19886444.000000 Penalty: 5901.578613
	Iteration 159Q: 3 clusters Score -1.988644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -19886442.000000 Penalty: 5901.578613
	Iteration 160F: 3 clusters Score -1.988644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -19886458.000000 Penalty: 5901.578613
	Iteration 161Q: 3 clusters Score -1.988646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -19886458.000000 Penalty: 5901.578613
	Iteration 162Q: 3 clusters Score -1.988646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -19886460.000000 Penalty: 5901.578613
	Iteration 163Q: 3 clusters Score -1.988646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142981 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -19886448.000000 Penalty: 5901.578613
	Iteration 164Q: 3 clusters Score -1.988645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -19886456.000000 Penalty: 5901.578613
	Iteration 165Q: 3 clusters Score -1.988646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142991 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -19886454.000000 Penalty: 5901.578613
	Iteration 166Q: 3 clusters Score -1.988645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -19886462.000000 Penalty: 5901.578613
	Iteration 167Q: 3 clusters Score -1.988646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -19886448.000000 Penalty: 5901.578613
	Iteration 168Q: 3 clusters Score -1.988645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143008 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -19886442.000000 Penalty: 5901.578613
	Iteration 169Q: 3 clusters Score -1.988644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143014 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -19886440.000000 Penalty: 5901.578613
	Iteration 170Q: 3 clusters Score -1.988644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -19886442.000000 Penalty: 5901.578613
	Iteration 171Q: 3 clusters Score -1.988644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -19886432.000000 Penalty: 5901.578613
	Iteration 172Q: 3 clusters Score -1.988643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -19886420.000000 Penalty: 5901.578613
	Iteration 173Q: 3 clusters Score -1.988642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -19886420.000000 Penalty: 5901.578613
	Iteration 174Q: 3 clusters Score -1.988642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -19886426.000000 Penalty: 5901.578613
	Iteration 175Q: 3 clusters Score -1.988643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143029 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -19886440.000000 Penalty: 5901.578613
	Iteration 176Q: 3 clusters Score -1.988644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -19886442.000000 Penalty: 5901.578613
	Iteration 177Q: 3 clusters Score -1.988644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -19886438.000000 Penalty: 5901.578613
	Iteration 178Q: 3 clusters Score -1.988644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -19886434.000000 Penalty: 5901.578613
	Iteration 179Q: 3 clusters Score -1.988643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -19886434.000000 Penalty: 5901.578613
	Iteration 180F: 3 clusters Score -1.988643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -19886428.000000 Penalty: 5901.578613
	Iteration 181Q: 3 clusters Score -1.988643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -19886432.000000 Penalty: 5901.578613
	Iteration 182Q: 3 clusters Score -1.988643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -19886434.000000 Penalty: 5901.578613
	Iteration 183Q: 3 clusters Score -1.988643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -19886432.000000 Penalty: 5901.578613
	Iteration 184Q: 3 clusters Score -1.988643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -19886444.000000 Penalty: 5901.578613
	Iteration 185Q: 3 clusters Score -1.988644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143052 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -19886438.000000 Penalty: 5901.578613
	Iteration 186Q: 3 clusters Score -1.988644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -19886426.000000 Penalty: 5901.578613
	Iteration 187Q: 3 clusters Score -1.988643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143056 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -19886428.000000 Penalty: 5901.578613
	Iteration 188Q: 3 clusters Score -1.988643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143058 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -19886440.000000 Penalty: 5901.578613
	Iteration 189Q: 3 clusters Score -1.988644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -19886442.000000 Penalty: 5901.578613
	Iteration 190Q: 3 clusters Score -1.988644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -19886436.000000 Penalty: 5901.578613
	Iteration 191Q: 3 clusters Score -1.988644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143062 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -19886450.000000 Penalty: 5901.578613
	Iteration 192Q: 3 clusters Score -1.988645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -19886446.000000 Penalty: 5901.578613
	Iteration 193Q: 3 clusters Score -1.988645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -19886460.000000 Penalty: 5901.578613
	Iteration 194Q: 3 clusters Score -1.988646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143071 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -19886454.000000 Penalty: 5901.578613
	Iteration 195Q: 3 clusters Score -1.988645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -19886460.000000 Penalty: 5901.578613
	Iteration 196Q: 3 clusters Score -1.988646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -19886458.000000 Penalty: 5901.578613
	Iteration 197Q: 3 clusters Score -1.988646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -19886456.000000 Penalty: 5901.578613
	Iteration 198Q: 3 clusters Score -1.988646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -19886448.000000 Penalty: 5901.578613
	Iteration 199Q: 3 clusters Score -1.988645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -19886450.000000 Penalty: 5901.578613
	Iteration 200F: 3 clusters Score -1.988645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -19886450.000000 Penalty: 5901.578613
	Iteration 201Q: 3 clusters Score -1.988645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -19886450.000000 Penalty: 5901.578613
	Iteration 202F: 3 clusters Score -1.988645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -333701.375000 Penalty: 1938.371460
	Iteration 0F: 2 clusters Score -333701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330769.687500 Penalty: 3876.742920
	Iteration 0F: 3 clusters Score -330769.7 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -331273.125000 Penalty: 3876.742920
	Iteration 1F: 3 clusters Score -331273.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -331431.250000 Penalty: 3876.742920
	Iteration 2F: 3 clusters Score -331431.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -331529.187500 Penalty: 3876.742920
	Iteration 3Q: 3 clusters Score -331529.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -331587.468750 Penalty: 3876.742920
	Iteration 4Q: 3 clusters Score -331587.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -331621.375000 Penalty: 3876.742920
	Iteration 5Q: 3 clusters Score -331621.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -331648.000000 Penalty: 3876.742920
	Iteration 6Q: 3 clusters Score -331648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -331678.312500 Penalty: 3876.742920
	Iteration 7Q: 3 clusters Score -331678.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -331696.500000 Penalty: 3876.742920
	Iteration 8Q: 3 clusters Score -331696.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -331709.312500 Penalty: 3876.742920
	Iteration 9Q: 3 clusters Score -331709.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -331721.093750 Penalty: 3876.742920
	Iteration 10Q: 3 clusters Score -331721.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -331731.406250 Penalty: 3876.742920
	Iteration 11Q: 3 clusters Score -331731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -331736.125000 Penalty: 3876.742920
	Iteration 12Q: 3 clusters Score -331736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -331741.968750 Penalty: 3876.742920
	Iteration 13Q: 3 clusters Score -331742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -331747.687500 Penalty: 3876.742920
	Iteration 14Q: 3 clusters Score -331747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -331753.281250 Penalty: 3876.742920
	Iteration 15Q: 3 clusters Score -331753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -331760.125000 Penalty: 3876.742920
	Iteration 16Q: 3 clusters Score -331760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -331764.812500 Penalty: 3876.742920
	Iteration 17Q: 3 clusters Score -331764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -331769.625000 Penalty: 3876.742920
	Iteration 18Q: 3 clusters Score -331769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -331772.593750 Penalty: 3876.742920
	Iteration 19Q: 3 clusters Score -331772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -331778.562500 Penalty: 3876.742920
	Iteration 20F: 3 clusters Score -331778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -331781.937500 Penalty: 3876.742920
	Iteration 21Q: 3 clusters Score -331781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -331785.093750 Penalty: 3876.742920
	Iteration 22Q: 3 clusters Score -331785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -331787.250000 Penalty: 3876.742920
	Iteration 23Q: 3 clusters Score -331787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -331790.281250 Penalty: 3876.742920
	Iteration 24Q: 3 clusters Score -331790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -331792.843750 Penalty: 3876.742920
	Iteration 25Q: 3 clusters Score -331792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -331795.906250 Penalty: 3876.742920
	Iteration 26Q: 3 clusters Score -331795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -331799.312500 Penalty: 3876.742920
	Iteration 27Q: 3 clusters Score -331799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -331801.593750 Penalty: 3876.742920
	Iteration 28Q: 3 clusters Score -331801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -331801.593750 Penalty: 3876.742920
	Iteration 29F: 3 clusters Score -331801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 270 members 
Entering Unmasked Estep 
Score: -50976.089844 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50976.09 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51410.289062 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51410.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51706.117188 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51706.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52001.746094 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -52001.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52374.640625 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -52374.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52670.722656 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -52670.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52821.281250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52821.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52936.460938 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52936.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53029.710938 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -53029.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53053.156250 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -53053.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53053.156250 Penalty: 3080.457520
	Iteration 10F: 3 clusters Score -53053.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40078 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 80320 members 
Mstep: Class 12 contains 149241 members 
Mstep: Class 13 contains 69323 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162751 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187923 members 
Mstep: Class 22 contains 30813 members 
Mstep: Class 23 contains 147023 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 237 members 
Entering Unmasked Estep 
Score: -126431656.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126432608.000000 to -126431656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 108 members 
Entering Unmasked Estep 
Score: -24327.412109 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24327.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24477.939453 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24477.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24614.302734 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -24614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24676.833984 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24676.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24679.560547 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24679.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24679.560547 Penalty: 2722.513184
	Iteration 5F: 3 clusters Score -24679.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40078 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 80320 members 
Mstep: Class 12 contains 149241 members 
Mstep: Class 13 contains 69323 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162751 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187923 members 
Mstep: Class 22 contains 30813 members 
Mstep: Class 23 contains 147023 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432824.000000 Penalty: 88796.882812
Iteration 239Q: 27 clusters Score -1.264328e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40088 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 80306 members 
Mstep: Class 12 contains 149360 members 
Mstep: Class 13 contains 69337 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162727 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187673 members 
Mstep: Class 22 contains 30808 members 
Mstep: Class 23 contains 147175 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432888.000000 Penalty: 88796.882812
Iteration 240F: 27 clusters Score -1.264329e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8568 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26906 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 40096 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 80287 members 
Mstep: Class 12 contains 149477 members 
Mstep: Class 13 contains 69362 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10297 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162699 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187413 members 
Mstep: Class 22 contains 30800 members 
Mstep: Class 23 contains 147340 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432968.000000 Penalty: 88796.882812
Iteration 241Q: 27 clusters Score -1.26433e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8571 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26901 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40109 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 80275 members 
Mstep: Class 12 contains 149539 members 
Mstep: Class 13 contains 69401 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162657 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 187189 members 
Mstep: Class 22 contains 30796 members 
Mstep: Class 23 contains 147507 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432720.000000 Penalty: 88796.882812
Iteration 242Q: 27 clusters Score -1.264327e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26888 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40129 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 80278 members 
Mstep: Class 12 contains 149607 members 
Mstep: Class 13 contains 69440 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162641 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 186947 members 
Mstep: Class 22 contains 30796 members 
Mstep: Class 23 contains 147653 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432840.000000 Penalty: 88796.882812
Iteration 243Q: 27 clusters Score -1.264328e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26878 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 40150 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 12937 members 
Mstep: Class 11 contains 80279 members 
Mstep: Class 12 contains 149688 members 
Mstep: Class 13 contains 69484 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10295 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162638 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 186665 members 
Mstep: Class 22 contains 30790 members 
Mstep: Class 23 contains 147821 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432800.000000 Penalty: 88796.882812
Iteration 244Q: 27 clusters Score -1.264328e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26886 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40169 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 80286 members 
Mstep: Class 12 contains 149755 members 
Mstep: Class 13 contains 69538 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10295 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162631 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 186343 members 
Mstep: Class 22 contains 30780 members 
Mstep: Class 23 contains 148005 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432760.000000 Penalty: 88796.882812
Iteration 245Q: 27 clusters Score -1.264328e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26908 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 12931 members 
Mstep: Class 11 contains 80276 members 
Mstep: Class 12 contains 149826 members 
Mstep: Class 13 contains 69601 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10292 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162599 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 186019 members 
Mstep: Class 22 contains 30777 members 
Mstep: Class 23 contains 148212 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432792.000000 Penalty: 88796.882812
Iteration 246Q: 27 clusters Score -1.264328e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26900 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40195 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 80278 members 
Mstep: Class 12 contains 149922 members 
Mstep: Class 13 contains 69654 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10291 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162588 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 185660 members 
Mstep: Class 22 contains 30779 members 
Mstep: Class 23 contains 148416 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432664.000000 Penalty: 88796.882812
Iteration 247Q: 27 clusters Score -1.264327e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26893 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 40210 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 80290 members 
Mstep: Class 12 contains 150021 members 
Mstep: Class 13 contains 69704 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10292 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162560 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 185306 members 
Mstep: Class 22 contains 30774 members 
Mstep: Class 23 contains 148637 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432656.000000 Penalty: 88796.882812
Iteration 248Q: 27 clusters Score -1.264327e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26889 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 80281 members 
Mstep: Class 12 contains 150152 members 
Mstep: Class 13 contains 69767 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10290 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162530 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 184979 members 
Mstep: Class 22 contains 30762 members 
Mstep: Class 23 contains 148809 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432328.000000 Penalty: 88796.882812
Iteration 249Q: 27 clusters Score -1.264323e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26873 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 12926 members 
Mstep: Class 11 contains 80267 members 
Mstep: Class 12 contains 150253 members 
Mstep: Class 13 contains 69835 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10288 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162483 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 184696 members 
Mstep: Class 22 contains 30759 members 
Mstep: Class 23 contains 148995 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432328.000000 Penalty: 88796.882812
Iteration 250Q: 27 clusters Score -1.264323e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26859 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 40249 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 80241 members 
Mstep: Class 12 contains 150325 members 
Mstep: Class 13 contains 69872 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10289 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162467 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 184484 members 
Mstep: Class 22 contains 30744 members 
Mstep: Class 23 contains 149166 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432048.000000 Penalty: 88796.882812
Iteration 251Q: 27 clusters Score -1.26432e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26853 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40255 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 80220 members 
Mstep: Class 12 contains 150415 members 
Mstep: Class 13 contains 69927 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10289 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162447 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 184217 members 
Mstep: Class 22 contains 30728 members 
Mstep: Class 23 contains 149347 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432376.000000 Penalty: 88796.882812
Iteration 252Q: 27 clusters Score -1.264324e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26841 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 80206 members 
Mstep: Class 12 contains 150440 members 
Mstep: Class 13 contains 70003 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162427 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 183969 members 
Mstep: Class 22 contains 30721 members 
Mstep: Class 23 contains 149536 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432552.000000 Penalty: 88796.882812
Iteration 253Q: 27 clusters Score -1.264326e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26832 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 80192 members 
Mstep: Class 12 contains 150419 members 
Mstep: Class 13 contains 70079 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10286 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162372 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 183792 members 
Mstep: Class 22 contains 30718 members 
Mstep: Class 23 contains 149729 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432368.000000 Penalty: 88796.882812
Iteration 254Q: 27 clusters Score -1.264324e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26822 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 40274 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 80180 members 
Mstep: Class 12 contains 150409 members 
Mstep: Class 13 contains 70144 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162328 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 183585 members 
Mstep: Class 22 contains 30716 members 
Mstep: Class 23 contains 149955 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432296.000000 Penalty: 88796.882812
Iteration 255Q: 27 clusters Score -1.264323e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26824 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40271 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 80172 members 
Mstep: Class 12 contains 150401 members 
Mstep: Class 13 contains 70177 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162302 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 183428 members 
Mstep: Class 22 contains 30711 members 
Mstep: Class 23 contains 150131 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432496.000000 Penalty: 88796.882812
Iteration 256Q: 27 clusters Score -1.264325e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26833 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 80146 members 
Mstep: Class 12 contains 150418 members 
Mstep: Class 13 contains 70209 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162286 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 183223 members 
Mstep: Class 22 contains 30712 members 
Mstep: Class 23 contains 150311 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432224.000000 Penalty: 88796.882812
Iteration 257Q: 27 clusters Score -1.264322e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 12098 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26842 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 80135 members 
Mstep: Class 12 contains 150434 members 
Mstep: Class 13 contains 70258 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10281 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162245 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 183032 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 150475 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432128.000000 Penalty: 88796.882812
Iteration 258Q: 27 clusters Score -1.264321e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8561 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26850 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40293 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 80128 members 
Mstep: Class 12 contains 150475 members 
Mstep: Class 13 contains 70293 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10283 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 162238 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 182756 members 
Mstep: Class 22 contains 30702 members 
Mstep: Class 23 contains 150685 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432168.000000 Penalty: 88796.882812
Iteration 259Q: 27 clusters Score -1.264322e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26839 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40309 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 80115 members 
Mstep: Class 12 contains 150506 members 
Mstep: Class 13 contains 70349 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 162253 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 182500 members 
Mstep: Class 22 contains 30691 members 
Mstep: Class 23 contains 150859 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432072.000000 Penalty: 88796.882812
Iteration 260F: 27 clusters Score -1.264321e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8565 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26840 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 40318 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 80090 members 
Mstep: Class 12 contains 150576 members 
Mstep: Class 13 contains 70390 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10285 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 162284 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 182229 members 
Mstep: Class 22 contains 30681 members 
Mstep: Class 23 contains 151010 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431912.000000 Penalty: 88796.882812
Iteration 261Q: 27 clusters Score -1.264319e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26845 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40330 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 12914 members 
Mstep: Class 11 contains 80066 members 
Mstep: Class 12 contains 150621 members 
Mstep: Class 13 contains 70441 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10286 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 162325 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 181939 members 
Mstep: Class 22 contains 30665 members 
Mstep: Class 23 contains 151188 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126432000.000000 Penalty: 88796.882812
Iteration 262Q: 27 clusters Score -1.26432e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8566 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26856 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40350 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 80063 members 
Mstep: Class 12 contains 150624 members 
Mstep: Class 13 contains 70513 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10283 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 162348 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 181682 members 
Mstep: Class 22 contains 30661 members 
Mstep: Class 23 contains 151331 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431888.000000 Penalty: 88796.882812
Iteration 263Q: 27 clusters Score -1.264319e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8565 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26854 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40367 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 80058 members 
Mstep: Class 12 contains 150648 members 
Mstep: Class 13 contains 70579 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 162345 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 181446 members 
Mstep: Class 22 contains 30656 members 
Mstep: Class 23 contains 151478 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431776.000000 Penalty: 88796.882812
Iteration 264Q: 27 clusters Score -1.264318e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8568 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26860 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40379 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 80049 members 
Mstep: Class 12 contains 150647 members 
Mstep: Class 13 contains 70665 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10277 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162351 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 181203 members 
Mstep: Class 22 contains 30655 members 
Mstep: Class 23 contains 151621 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431968.000000 Penalty: 88796.882812
Iteration 265Q: 27 clusters Score -1.26432e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8568 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26871 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 40374 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 80045 members 
Mstep: Class 12 contains 150626 members 
Mstep: Class 13 contains 70746 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10274 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162368 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 180983 members 
Mstep: Class 22 contains 30643 members 
Mstep: Class 23 contains 151776 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431824.000000 Penalty: 88796.882812
Iteration 266Q: 27 clusters Score -1.264318e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26872 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40381 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 80029 members 
Mstep: Class 12 contains 150600 members 
Mstep: Class 13 contains 70796 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10268 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162359 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 180796 members 
Mstep: Class 22 contains 30635 members 
Mstep: Class 23 contains 151968 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431544.000000 Penalty: 88796.882812
Iteration 267Q: 27 clusters Score -1.264315e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40391 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 80013 members 
Mstep: Class 12 contains 150548 members 
Mstep: Class 13 contains 70847 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10265 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162366 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 180574 members 
Mstep: Class 22 contains 30622 members 
Mstep: Class 23 contains 152195 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431816.000000 Penalty: 88796.882812
Iteration 268Q: 27 clusters Score -1.264318e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8575 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26897 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40401 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 79988 members 
Mstep: Class 12 contains 150474 members 
Mstep: Class 13 contains 70919 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10263 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162345 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 180365 members 
Mstep: Class 22 contains 30618 members 
Mstep: Class 23 contains 152433 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431752.000000 Penalty: 88796.882812
Iteration 269Q: 27 clusters Score -1.264318e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8576 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26909 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 40397 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 79960 members 
Mstep: Class 12 contains 150380 members 
Mstep: Class 13 contains 70970 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162339 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 180187 members 
Mstep: Class 22 contains 30613 members 
Mstep: Class 23 contains 152686 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431640.000000 Penalty: 88796.882812
Iteration 270Q: 27 clusters Score -1.264316e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26919 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 40412 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 79951 members 
Mstep: Class 12 contains 150253 members 
Mstep: Class 13 contains 71020 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10257 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162298 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 180042 members 
Mstep: Class 22 contains 30605 members 
Mstep: Class 23 contains 152943 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431472.000000 Penalty: 88796.882812
Iteration 271Q: 27 clusters Score -1.264315e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26931 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40427 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 79930 members 
Mstep: Class 12 contains 150092 members 
Mstep: Class 13 contains 71074 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162246 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 179936 members 
Mstep: Class 22 contains 30606 members 
Mstep: Class 23 contains 153208 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431592.000000 Penalty: 88796.882812
Iteration 272Q: 27 clusters Score -1.264316e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26935 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40433 members 
Mstep: Class 9 contains 9012 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 79921 members 
Mstep: Class 12 contains 149936 members 
Mstep: Class 13 contains 71120 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162174 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 179805 members 
Mstep: Class 22 contains 30611 members 
Mstep: Class 23 contains 153520 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431560.000000 Penalty: 88796.882812
Iteration 273Q: 27 clusters Score -1.264316e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8587 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26938 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40436 members 
Mstep: Class 9 contains 9012 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 79918 members 
Mstep: Class 12 contains 149819 members 
Mstep: Class 13 contains 71183 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10248 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162134 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 179575 members 
Mstep: Class 22 contains 30610 members 
Mstep: Class 23 contains 153838 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431288.000000 Penalty: 88796.882812
Iteration 274Q: 27 clusters Score -1.264313e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 26931 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40448 members 
Mstep: Class 9 contains 9012 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 79911 members 
Mstep: Class 12 contains 149710 members 
Mstep: Class 13 contains 71227 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162080 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 179348 members 
Mstep: Class 22 contains 30615 members 
Mstep: Class 23 contains 154173 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431184.000000 Penalty: 88796.882812
Iteration 275Q: 27 clusters Score -1.264312e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8592 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26930 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40470 members 
Mstep: Class 9 contains 9010 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 79907 members 
Mstep: Class 12 contains 149597 members 
Mstep: Class 13 contains 71254 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 162040 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 179128 members 
Mstep: Class 22 contains 30614 members 
Mstep: Class 23 contains 154510 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431240.000000 Penalty: 88796.882812
Iteration 276Q: 27 clusters Score -1.264312e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26930 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40498 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 79900 members 
Mstep: Class 12 contains 149470 members 
Mstep: Class 13 contains 71318 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161983 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 178830 members 
Mstep: Class 22 contains 30608 members 
Mstep: Class 23 contains 154914 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431120.000000 Penalty: 88796.882812
Iteration 277Q: 27 clusters Score -1.264311e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26922 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 40501 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 79887 members 
Mstep: Class 12 contains 149359 members 
Mstep: Class 13 contains 71377 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161942 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 178543 members 
Mstep: Class 22 contains 30602 members 
Mstep: Class 23 contains 155321 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431256.000000 Penalty: 88796.882812
Iteration 278Q: 27 clusters Score -1.264313e+08 nChanged 1435
Entering ConstructFrom: 
Score: -126431256.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 212 members 
Entering Unmasked Estep 
Score: -40394.230469 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40394.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40647.230469 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40647.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40965.859375 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40965.86 nChanged 39
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: -41279.277344 Penalty: 2941.076172
	Iteration 3F: 3 clusters Score -41279.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41531.988281 Penalty: 2941.076172
	Iteration 4F: 3 clusters Score -41531.99 nChanged 16
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: -41679.304688 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -41679.3 nChanged 16
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: -41876.507812 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -41876.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42037.949219 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -42037.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42156.269531 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -42156.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42187.468750 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -42187.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42197.386719 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -42197.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42203.367188 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -42203.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42208.207031 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -42208.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42217.382812 Penalty: 2941.076172
	Iteration 13F: 3 clusters Score -42217.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42260.546875 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -42260.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42301.597656 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -42301.6 nChanged 3
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: -42335.500000 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -42335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42380.800781 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -42380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42552.312500 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -42552.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42838.652344 Penalty: 2941.076172
	Iteration 19Q: 3 clusters Score -42838.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42846.589844 Penalty: 2941.076172
	Iteration 20F: 3 clusters Score -42846.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42851.035156 Penalty: 2941.076172
	Iteration 21Q: 3 clusters Score -42851.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42851.035156 Penalty: 2941.076172
	Iteration 22F: 3 clusters Score -42851.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26925 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40506 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 79876 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 13 contains 71431 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161865 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 178307 members 
Mstep: Class 22 contains 30602 members 
Mstep: Class 23 contains 155707 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 187 members 
Entering Unmasked Estep 
Score: -126430104.000000 Penalty: 92212.148438
Splitting cluster 1 changes total score from -126431256.000000 to -126430104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -1092658.500000 Penalty: 2246.587402
	Iteration 0F: 2 clusters Score -1092658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1085912.500000 Penalty: 4493.174805
	Iteration 0F: 3 clusters Score -1085912 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1087731.875000 Penalty: 4493.174805
	Iteration 1F: 3 clusters Score -1087732 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1088018.125000 Penalty: 4493.174805
	Iteration 2F: 3 clusters Score -1088018 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1088252.750000 Penalty: 4493.174805
	Iteration 3F: 3 clusters Score -1088253 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1088447.500000 Penalty: 4493.174805
	Iteration 4Q: 3 clusters Score -1088448 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1088600.250000 Penalty: 4493.174805
	Iteration 5Q: 3 clusters Score -1088600 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1088749.875000 Penalty: 4493.174805
	Iteration 6Q: 3 clusters Score -1088750 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1088887.500000 Penalty: 4493.174805
	Iteration 7Q: 3 clusters Score -1088888 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1089027.875000 Penalty: 4493.174805
	Iteration 8Q: 3 clusters Score -1089028 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1089167.625000 Penalty: 4493.174805
	Iteration 9Q: 3 clusters Score -1089168 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1089292.375000 Penalty: 4493.174805
	Iteration 10Q: 3 clusters Score -1089292 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1089442.250000 Penalty: 4493.174805
	Iteration 11Q: 3 clusters Score -1089442 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1089618.000000 Penalty: 4493.174805
	Iteration 12Q: 3 clusters Score -1089618 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1089782.750000 Penalty: 4493.174805
	Iteration 13Q: 3 clusters Score -1089783 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1089945.000000 Penalty: 4493.174805
	Iteration 14Q: 3 clusters Score -1089945 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1090111.500000 Penalty: 4493.174805
	Iteration 15Q: 3 clusters Score -1090112 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1090253.000000 Penalty: 4493.174805
	Iteration 16Q: 3 clusters Score -1090253 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1090391.000000 Penalty: 4493.174805
	Iteration 17Q: 3 clusters Score -1090391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1090481.500000 Penalty: 4493.174805
	Iteration 18Q: 3 clusters Score -1090482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1090544.750000 Penalty: 4493.174805
	Iteration 19Q: 3 clusters Score -1090545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1090591.125000 Penalty: 4493.174805
	Iteration 20F: 3 clusters Score -1090591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1090627.750000 Penalty: 4493.174805
	Iteration 21Q: 3 clusters Score -1090628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1090657.000000 Penalty: 4493.174805
	Iteration 22Q: 3 clusters Score -1090657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1090681.250000 Penalty: 4493.174805
	Iteration 23Q: 3 clusters Score -1090681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1090703.500000 Penalty: 4493.174805
	Iteration 24Q: 3 clusters Score -1090704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1090726.000000 Penalty: 4493.174805
	Iteration 25Q: 3 clusters Score -1090726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1090737.000000 Penalty: 4493.174805
	Iteration 26Q: 3 clusters Score -1090737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1090747.375000 Penalty: 4493.174805
	Iteration 27Q: 3 clusters Score -1090747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1090757.125000 Penalty: 4493.174805
	Iteration 28Q: 3 clusters Score -1090757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1090760.625000 Penalty: 4493.174805
	Iteration 29Q: 3 clusters Score -1090761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1090761.625000 Penalty: 4493.174805
	Iteration 30Q: 3 clusters Score -1090762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1090771.375000 Penalty: 4493.174805
	Iteration 31Q: 3 clusters Score -1090771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1090777.750000 Penalty: 4493.174805
	Iteration 32Q: 3 clusters Score -1090778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1090789.500000 Penalty: 4493.174805
	Iteration 33Q: 3 clusters Score -1090790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1090795.625000 Penalty: 4493.174805
	Iteration 34Q: 3 clusters Score -1090796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1090799.125000 Penalty: 4493.174805
	Iteration 35Q: 3 clusters Score -1090799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1090808.875000 Penalty: 4493.174805
	Iteration 36Q: 3 clusters Score -1090809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1090808.875000 Penalty: 4493.174805
	Iteration 37Q: 3 clusters Score -1090809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1090810.750000 Penalty: 4493.174805
	Iteration 38Q: 3 clusters Score -1090811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1090811.375000 Penalty: 4493.174805
	Iteration 39Q: 3 clusters Score -1090811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1090811.375000 Penalty: 4493.174805
	Iteration 40F: 3 clusters Score -1090811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -1431100.375000 Penalty: 2331.356201
	Iteration 0F: 2 clusters Score -1431100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1422167.875000 Penalty: 4662.712402
	Iteration 0F: 3 clusters Score -1422168 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1424902.125000 Penalty: 4662.712402
	Iteration 1F: 3 clusters Score -1424902 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1425266.125000 Penalty: 4662.712402
	Iteration 2F: 3 clusters Score -1425266 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1425630.750000 Penalty: 4662.712402
	Iteration 3F: 3 clusters Score -1425631 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1426041.750000 Penalty: 4662.712402
	Iteration 4F: 3 clusters Score -1426042 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1426533.750000 Penalty: 4662.712402
	Iteration 5F: 3 clusters Score -1426534 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1427131.875000 Penalty: 4662.712402
	Iteration 6F: 3 clusters Score -1427132 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1427733.250000 Penalty: 4662.712402
	Iteration 7F: 3 clusters Score -1427733 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1428234.500000 Penalty: 4662.712402
	Iteration 8F: 3 clusters Score -1428234 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1428579.750000 Penalty: 4662.712402
	Iteration 9Q: 3 clusters Score -1428580 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1428797.125000 Penalty: 4662.712402
	Iteration 10Q: 3 clusters Score -1428797 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1428961.375000 Penalty: 4662.712402
	Iteration 11Q: 3 clusters Score -1428961 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1429082.750000 Penalty: 4662.712402
	Iteration 12Q: 3 clusters Score -1429083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1429196.125000 Penalty: 4662.712402
	Iteration 13Q: 3 clusters Score -1429196 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1429289.625000 Penalty: 4662.712402
	Iteration 14Q: 3 clusters Score -1429290 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1429383.125000 Penalty: 4662.712402
	Iteration 15Q: 3 clusters Score -1429383 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1429474.375000 Penalty: 4662.712402
	Iteration 16Q: 3 clusters Score -1429474 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1429566.125000 Penalty: 4662.712402
	Iteration 17Q: 3 clusters Score -1429566 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1429632.500000 Penalty: 4662.712402
	Iteration 18Q: 3 clusters Score -1429632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1429684.750000 Penalty: 4662.712402
	Iteration 19Q: 3 clusters Score -1429685 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1429718.750000 Penalty: 4662.712402
	Iteration 20F: 3 clusters Score -1429719 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1429744.875000 Penalty: 4662.712402
	Iteration 21Q: 3 clusters Score -1429745 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1429765.250000 Penalty: 4662.712402
	Iteration 22Q: 3 clusters Score -1429765 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1429783.000000 Penalty: 4662.712402
	Iteration 23Q: 3 clusters Score -1429783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1429797.250000 Penalty: 4662.712402
	Iteration 24Q: 3 clusters Score -1429797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1429800.625000 Penalty: 4662.712402
	Iteration 25Q: 3 clusters Score -1429801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1429812.625000 Penalty: 4662.712402
	Iteration 26Q: 3 clusters Score -1429813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1429816.625000 Penalty: 4662.712402
	Iteration 27Q: 3 clusters Score -1429817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1429823.500000 Penalty: 4662.712402
	Iteration 28Q: 3 clusters Score -1429824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1429825.500000 Penalty: 4662.712402
	Iteration 29Q: 3 clusters Score -1429826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1429831.375000 Penalty: 4662.712402
	Iteration 30Q: 3 clusters Score -1429831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1429834.875000 Penalty: 4662.712402
	Iteration 31Q: 3 clusters Score -1429835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1429837.500000 Penalty: 4662.712402
	Iteration 32Q: 3 clusters Score -1429838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1429841.750000 Penalty: 4662.712402
	Iteration 33Q: 3 clusters Score -1429842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1429842.750000 Penalty: 4662.712402
	Iteration 34Q: 3 clusters Score -1429843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1429842.125000 Penalty: 4662.712402
	Iteration 35Q: 3 clusters Score -1429842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1429844.375000 Penalty: 4662.712402
	Iteration 36Q: 3 clusters Score -1429844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1429845.500000 Penalty: 4662.712402
	Iteration 37Q: 3 clusters Score -1429846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1429845.250000 Penalty: 4662.712402
	Iteration 38Q: 3 clusters Score -1429845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1429846.250000 Penalty: 4662.712402
	Iteration 39Q: 3 clusters Score -1429846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1429853.875000 Penalty: 4662.712402
	Iteration 40F: 3 clusters Score -1429854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1429857.000000 Penalty: 4662.712402
	Iteration 41Q: 3 clusters Score -1429857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1429856.875000 Penalty: 4662.712402
	Iteration 42Q: 3 clusters Score -1429857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1429857.625000 Penalty: 4662.712402
	Iteration 43Q: 3 clusters Score -1429858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1429861.375000 Penalty: 4662.712402
	Iteration 44Q: 3 clusters Score -1429861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1429859.375000 Penalty: 4662.712402
	Iteration 45Q: 3 clusters Score -1429859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1429858.875000 Penalty: 4662.712402
	Iteration 46Q: 3 clusters Score -1429859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1429859.000000 Penalty: 4662.712402
	Iteration 47Q: 3 clusters Score -1429859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1429857.500000 Penalty: 4662.712402
	Iteration 48Q: 3 clusters Score -1429858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1429859.500000 Penalty: 4662.712402
	Iteration 49Q: 3 clusters Score -1429860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1429858.625000 Penalty: 4662.712402
	Iteration 50Q: 3 clusters Score -1429859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1429858.625000 Penalty: 4662.712402
	Iteration 51F: 3 clusters Score -1429859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -179407.218750 Penalty: 1784.778320
	Iteration 0F: 2 clusters Score -179407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177206.578125 Penalty: 3569.556641
	Iteration 0F: 3 clusters Score -177206.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -177490.000000 Penalty: 3569.556641
	Iteration 1F: 3 clusters Score -177490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177562.421875 Penalty: 3569.556641
	Iteration 2F: 3 clusters Score -177562.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177606.093750 Penalty: 3569.556641
	Iteration 3Q: 3 clusters Score -177606.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -177639.875000 Penalty: 3569.556641
	Iteration 4Q: 3 clusters Score -177639.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177665.296875 Penalty: 3569.556641
	Iteration 5Q: 3 clusters Score -177665.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177686.531250 Penalty: 3569.556641
	Iteration 6Q: 3 clusters Score -177686.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -177696.171875 Penalty: 3569.556641
	Iteration 7Q: 3 clusters Score -177696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177705.468750 Penalty: 3569.556641
	Iteration 8Q: 3 clusters Score -177705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177708.812500 Penalty: 3569.556641
	Iteration 9Q: 3 clusters Score -177708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -177710.796875 Penalty: 3569.556641
	Iteration 10Q: 3 clusters Score -177710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177711.375000 Penalty: 3569.556641
	Iteration 11Q: 3 clusters Score -177711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177711.375000 Penalty: 3569.556641
	Iteration 12F: 3 clusters Score -177711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Entering Unmasked Estep 
Score: -3668081.000000 Penalty: 2529.801025
	Iteration 0F: 2 clusters Score -3668081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3649602.750000 Penalty: 5059.602051
	Iteration 0F: 3 clusters Score -3649603 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3656004.250000 Penalty: 5059.602051
	Iteration 1F: 3 clusters Score -3656004 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3656489.500000 Penalty: 5059.602051
	Iteration 2Q: 3 clusters Score -3656490 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3657015.000000 Penalty: 5059.602051
	Iteration 3Q: 3 clusters Score -3657015 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3657607.500000 Penalty: 5059.602051
	Iteration 4Q: 3 clusters Score -3657608 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3658341.500000 Penalty: 5059.602051
	Iteration 5Q: 3 clusters Score -3658342 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3659204.250000 Penalty: 5059.602051
	Iteration 6F: 3 clusters Score -3659204 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3660325.750000 Penalty: 5059.602051
	Iteration 7F: 3 clusters Score -3660326 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3661666.000000 Penalty: 5059.602051
	Iteration 8F: 3 clusters Score -3661666 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3662981.750000 Penalty: 5059.602051
	Iteration 9F: 3 clusters Score -3662982 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3664020.750000 Penalty: 5059.602051
	Iteration 10Q: 3 clusters Score -3664021 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3664724.500000 Penalty: 5059.602051
	Iteration 11Q: 3 clusters Score -3664724 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3665154.750000 Penalty: 5059.602051
	Iteration 12Q: 3 clusters Score -3665155 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3665417.500000 Penalty: 5059.602051
	Iteration 13Q: 3 clusters Score -3665418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3665579.750000 Penalty: 5059.602051
	Iteration 14Q: 3 clusters Score -3665580 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3665688.500000 Penalty: 5059.602051
	Iteration 15Q: 3 clusters Score -3665688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3665746.750000 Penalty: 5059.602051
	Iteration 16Q: 3 clusters Score -3665747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3665792.000000 Penalty: 5059.602051
	Iteration 17Q: 3 clusters Score -3665792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3665818.250000 Penalty: 5059.602051
	Iteration 18Q: 3 clusters Score -3665818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3665834.000000 Penalty: 5059.602051
	Iteration 19Q: 3 clusters Score -3665834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3665843.250000 Penalty: 5059.602051
	Iteration 20F: 3 clusters Score -3665843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3665853.750000 Penalty: 5059.602051
	Iteration 21Q: 3 clusters Score -3665854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3665867.750000 Penalty: 5059.602051
	Iteration 22Q: 3 clusters Score -3665868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3665889.250000 Penalty: 5059.602051
	Iteration 23Q: 3 clusters Score -3665889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3665908.000000 Penalty: 5059.602051
	Iteration 24Q: 3 clusters Score -3665908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3665918.000000 Penalty: 5059.602051
	Iteration 25Q: 3 clusters Score -3665918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3665928.750000 Penalty: 5059.602051
	Iteration 26Q: 3 clusters Score -3665929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3665928.000000 Penalty: 5059.602051
	Iteration 27Q: 3 clusters Score -3665928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3665928.250000 Penalty: 5059.602051
	Iteration 28Q: 3 clusters Score -3665928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3665934.750000 Penalty: 5059.602051
	Iteration 29Q: 3 clusters Score -3665935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3665936.000000 Penalty: 5059.602051
	Iteration 30Q: 3 clusters Score -3665936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3665937.000000 Penalty: 5059.602051
	Iteration 31Q: 3 clusters Score -3665937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3665941.000000 Penalty: 5059.602051
	Iteration 32Q: 3 clusters Score -3665941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3665941.000000 Penalty: 5059.602051
	Iteration 33F: 3 clusters Score -3665941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 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 263 members 
Entering Unmasked Estep 
Score: -68024.695312 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -68024.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68282.164062 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68282.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68365.750000 Penalty: 3153.489746
	Iteration 2Q: 3 clusters Score -68365.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68408.320312 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -68408.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68439.578125 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -68439.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68461.031250 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -68461.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68478.625000 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -68478.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68486.156250 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -68486.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68497.617188 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -68497.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68512.226562 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -68512.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68533.695312 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -68533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68543.968750 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -68543.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68554.804688 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -68554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68572.968750 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -68572.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68588.875000 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -68588.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68592.656250 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -68592.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68599.398438 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -68599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68603.570312 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -68603.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68605.218750 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -68605.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68608.835938 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -68608.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68612.523438 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -68612.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68615.523438 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -68615.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68617.960938 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -68617.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68621.492188 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -68621.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68624.359375 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -68624.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68625.679688 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -68625.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68625.679688 Penalty: 3153.489746
	Iteration 26F: 3 clusters Score -68625.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -237513.281250 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -237513.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -235037.609375 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -235037.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -235601.734375 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -235601.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -235839.703125 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -235839.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -236083.421875 Penalty: 3745.909912
	Iteration 3F: 3 clusters Score -236083.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -236376.265625 Penalty: 3745.909912
	Iteration 4F: 3 clusters Score -236376.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -236683.671875 Penalty: 3745.909912
	Iteration 5F: 3 clusters Score -236683.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -236955.765625 Penalty: 3745.909912
	Iteration 6F: 3 clusters Score -236955.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -237135.109375 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -237135.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -237196.578125 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -237196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237211.531250 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -237211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237219.468750 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -237219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237223.468750 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -237223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237226.421875 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -237226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237228.703125 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -237228.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237228.703125 Penalty: 3745.909912
	Iteration 14F: 3 clusters Score -237228.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Entering Unmasked Estep 
Score: -5518537.500000 Penalty: 2631.083008
	Iteration 0F: 2 clusters Score -5518538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5491001.500000 Penalty: 5262.166016
	Iteration 0F: 3 clusters Score -5491002 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5501217.500000 Penalty: 5262.166016
	Iteration 1F: 3 clusters Score -5501218 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5501980.000000 Penalty: 5262.166016
	Iteration 2Q: 3 clusters Score -5501980 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5503008.500000 Penalty: 5262.166016
	Iteration 3F: 3 clusters Score -5503008 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5504282.500000 Penalty: 5262.166016
	Iteration 4F: 3 clusters Score -5504282 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5505880.000000 Penalty: 5262.166016
	Iteration 5F: 3 clusters Score -5505880 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5507808.000000 Penalty: 5262.166016
	Iteration 6F: 3 clusters Score -5507808 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5509912.500000 Penalty: 5262.166016
	Iteration 7F: 3 clusters Score -5509912 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -5511855.000000 Penalty: 5262.166016
	Iteration 8F: 3 clusters Score -5511855 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -5513372.500000 Penalty: 5262.166016
	Iteration 9Q: 3 clusters Score -5513372 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5514324.000000 Penalty: 5262.166016
	Iteration 10Q: 3 clusters Score -5514324 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5514838.000000 Penalty: 5262.166016
	Iteration 11Q: 3 clusters Score -5514838 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5515115.500000 Penalty: 5262.166016
	Iteration 12Q: 3 clusters Score -5515116 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5515258.500000 Penalty: 5262.166016
	Iteration 13Q: 3 clusters Score -5515258 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -5515397.000000 Penalty: 5262.166016
	Iteration 14Q: 3 clusters Score -5515397 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -5515529.500000 Penalty: 5262.166016
	Iteration 15Q: 3 clusters Score -5515530 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -5515628.500000 Penalty: 5262.166016
	Iteration 16Q: 3 clusters Score -5515628 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5515742.000000 Penalty: 5262.166016
	Iteration 17Q: 3 clusters Score -5515742 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -5515845.500000 Penalty: 5262.166016
	Iteration 18Q: 3 clusters Score -5515846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5515928.000000 Penalty: 5262.166016
	Iteration 19Q: 3 clusters Score -5515928 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5516001.500000 Penalty: 5262.166016
	Iteration 20F: 3 clusters Score -5516002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -5516062.000000 Penalty: 5262.166016
	Iteration 21Q: 3 clusters Score -5516062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5516093.000000 Penalty: 5262.166016
	Iteration 22Q: 3 clusters Score -5516093 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5516147.500000 Penalty: 5262.166016
	Iteration 23Q: 3 clusters Score -5516148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -5516185.500000 Penalty: 5262.166016
	Iteration 24Q: 3 clusters Score -5516186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5516229.500000 Penalty: 5262.166016
	Iteration 25Q: 3 clusters Score -5516230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5516267.000000 Penalty: 5262.166016
	Iteration 26Q: 3 clusters Score -5516267 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -5516308.000000 Penalty: 5262.166016
	Iteration 27Q: 3 clusters Score -5516308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5516335.000000 Penalty: 5262.166016
	Iteration 28Q: 3 clusters Score -5516335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5516343.500000 Penalty: 5262.166016
	Iteration 29Q: 3 clusters Score -5516344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5516387.000000 Penalty: 5262.166016
	Iteration 30Q: 3 clusters Score -5516387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5516415.500000 Penalty: 5262.166016
	Iteration 31Q: 3 clusters Score -5516416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5516429.500000 Penalty: 5262.166016
	Iteration 32Q: 3 clusters Score -5516430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -5516456.000000 Penalty: 5262.166016
	Iteration 33Q: 3 clusters Score -5516456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5516455.500000 Penalty: 5262.166016
	Iteration 34Q: 3 clusters Score -5516456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5516464.500000 Penalty: 5262.166016
	Iteration 35Q: 3 clusters Score -5516464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5516470.000000 Penalty: 5262.166016
	Iteration 36Q: 3 clusters Score -5516470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5516476.000000 Penalty: 5262.166016
	Iteration 37Q: 3 clusters Score -5516476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5516487.500000 Penalty: 5262.166016
	Iteration 38Q: 3 clusters Score -5516488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5516501.000000 Penalty: 5262.166016
	Iteration 39Q: 3 clusters Score -5516501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5516505.000000 Penalty: 5262.166016
	Iteration 40F: 3 clusters Score -5516505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5516510.500000 Penalty: 5262.166016
	Iteration 41Q: 3 clusters Score -5516510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5516515.000000 Penalty: 5262.166016
	Iteration 42Q: 3 clusters Score -5516515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5516517.000000 Penalty: 5262.166016
	Iteration 43Q: 3 clusters Score -5516517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5516518.000000 Penalty: 5262.166016
	Iteration 44Q: 3 clusters Score -5516518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5516524.500000 Penalty: 5262.166016
	Iteration 45Q: 3 clusters Score -5516524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5516527.000000 Penalty: 5262.166016
	Iteration 46Q: 3 clusters Score -5516527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5516534.500000 Penalty: 5262.166016
	Iteration 47Q: 3 clusters Score -5516534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5516539.000000 Penalty: 5262.166016
	Iteration 48Q: 3 clusters Score -5516539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5516537.500000 Penalty: 5262.166016
	Iteration 49Q: 3 clusters Score -5516538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5516538.500000 Penalty: 5262.166016
	Iteration 50Q: 3 clusters Score -5516538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5516545.500000 Penalty: 5262.166016
	Iteration 51Q: 3 clusters Score -5516546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -5516550.500000 Penalty: 5262.166016
	Iteration 52Q: 3 clusters Score -5516550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5516537.000000 Penalty: 5262.166016
	Iteration 53Q: 3 clusters Score -5516537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5516534.500000 Penalty: 5262.166016
	Iteration 54Q: 3 clusters Score -5516534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -5516537.000000 Penalty: 5262.166016
	Iteration 55Q: 3 clusters Score -5516537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -5516550.500000 Penalty: 5262.166016
	Iteration 56Q: 3 clusters Score -5516550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5516550.000000 Penalty: 5262.166016
	Iteration 57Q: 3 clusters Score -5516550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5516553.000000 Penalty: 5262.166016
	Iteration 58Q: 3 clusters Score -5516553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5516553.000000 Penalty: 5262.166016
	Iteration 59Q: 3 clusters Score -5516553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5516557.000000 Penalty: 5262.166016
	Iteration 60F: 3 clusters Score -5516557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -5516561.500000 Penalty: 5262.166016
	Iteration 61Q: 3 clusters Score -5516562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5516567.000000 Penalty: 5262.166016
	Iteration 62Q: 3 clusters Score -5516567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5516563.500000 Penalty: 5262.166016
	Iteration 63Q: 3 clusters Score -5516564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5516573.000000 Penalty: 5262.166016
	Iteration 64Q: 3 clusters Score -5516573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5516572.000000 Penalty: 5262.166016
	Iteration 65Q: 3 clusters Score -5516572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5516573.500000 Penalty: 5262.166016
	Iteration 66Q: 3 clusters Score -5516574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5516576.000000 Penalty: 5262.166016
	Iteration 67Q: 3 clusters Score -5516576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5516577.500000 Penalty: 5262.166016
	Iteration 68Q: 3 clusters Score -5516578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -5516579.000000 Penalty: 5262.166016
	Iteration 69Q: 3 clusters Score -5516579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5516587.500000 Penalty: 5262.166016
	Iteration 70Q: 3 clusters Score -5516588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5516584.500000 Penalty: 5262.166016
	Iteration 71Q: 3 clusters Score -5516584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -5516586.000000 Penalty: 5262.166016
	Iteration 72Q: 3 clusters Score -5516586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -5516580.500000 Penalty: 5262.166016
	Iteration 73Q: 3 clusters Score -5516580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5516585.000000 Penalty: 5262.166016
	Iteration 74Q: 3 clusters Score -5516585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5516585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5516580.500000 Penalty: 5262.166016
	Iteration 76Q: 3 clusters Score -5516580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -5516592.500000 Penalty: 5262.166016
	Iteration 77Q: 3 clusters Score -5516592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5516596.000000 Penalty: 5262.166016
	Iteration 78Q: 3 clusters Score -5516596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5516598.500000 Penalty: 5262.166016
	Iteration 79Q: 3 clusters Score -5516598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5516597.500000 Penalty: 5262.166016
	Iteration 80F: 3 clusters Score -5516598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5516589.500000 Penalty: 5262.166016
	Iteration 81Q: 3 clusters Score -5516590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5516596.000000 Penalty: 5262.166016
	Iteration 82Q: 3 clusters Score -5516596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5516601.000000 Penalty: 5262.166016
	Iteration 83Q: 3 clusters Score -5516601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5516597.000000 Penalty: 5262.166016
	Iteration 84Q: 3 clusters Score -5516597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5516597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5516608.500000 Penalty: 5262.166016
	Iteration 86Q: 3 clusters Score -5516608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5516610.500000 Penalty: 5262.166016
	Iteration 87Q: 3 clusters Score -5516610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5516608.500000 Penalty: 5262.166016
	Iteration 88Q: 3 clusters Score -5516608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5516620.000000 Penalty: 5262.166016
	Iteration 89Q: 3 clusters Score -5516620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5516622.500000 Penalty: 5262.166016
	Iteration 90Q: 3 clusters Score -5516622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5516628.000000 Penalty: 5262.166016
	Iteration 91Q: 3 clusters Score -5516628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5516631.500000 Penalty: 5262.166016
	Iteration 92Q: 3 clusters Score -5516632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5516629.500000 Penalty: 5262.166016
	Iteration 93Q: 3 clusters Score -5516630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -5516633.500000 Penalty: 5262.166016
	Iteration 94Q: 3 clusters Score -5516634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -5516628.000000 Penalty: 5262.166016
	Iteration 95Q: 3 clusters Score -5516628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -5516626.500000 Penalty: 5262.166016
	Iteration 96Q: 3 clusters Score -5516626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5516627.500000 Penalty: 5262.166016
	Iteration 97Q: 3 clusters Score -5516628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5516625.000000 Penalty: 5262.166016
	Iteration 98Q: 3 clusters Score -5516625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5516629.500000 Penalty: 5262.166016
	Iteration 99Q: 3 clusters Score -5516630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5516632.500000 Penalty: 5262.166016
	Iteration 100F: 3 clusters Score -5516632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5516633.500000 Penalty: 5262.166016
	Iteration 101Q: 3 clusters Score -5516634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5516636.500000 Penalty: 5262.166016
	Iteration 102Q: 3 clusters Score -5516636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -5516641.500000 Penalty: 5262.166016
	Iteration 103Q: 3 clusters Score -5516642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5516643.000000 Penalty: 5262.166016
	Iteration 104Q: 3 clusters Score -5516643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5516646.500000 Penalty: 5262.166016
	Iteration 105Q: 3 clusters Score -5516646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -5516652.500000 Penalty: 5262.166016
	Iteration 106Q: 3 clusters Score -5516652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5516659.000000 Penalty: 5262.166016
	Iteration 107Q: 3 clusters Score -5516659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5516665.500000 Penalty: 5262.166016
	Iteration 108Q: 3 clusters Score -5516666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -5516668.000000 Penalty: 5262.166016
	Iteration 109Q: 3 clusters Score -5516668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -5516675.000000 Penalty: 5262.166016
	Iteration 110Q: 3 clusters Score -5516675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -5516669.000000 Penalty: 5262.166016
	Iteration 111Q: 3 clusters Score -5516669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5516674.500000 Penalty: 5262.166016
	Iteration 112Q: 3 clusters Score -5516674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5516677.500000 Penalty: 5262.166016
	Iteration 113Q: 3 clusters Score -5516678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5516677.000000 Penalty: 5262.166016
	Iteration 114Q: 3 clusters Score -5516677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5516673.500000 Penalty: 5262.166016
	Iteration 115Q: 3 clusters Score -5516674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5516674.000000 Penalty: 5262.166016
	Iteration 116Q: 3 clusters Score -5516674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5516676.000000 Penalty: 5262.166016
	Iteration 117Q: 3 clusters Score -5516676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5516686.000000 Penalty: 5262.166016
	Iteration 118Q: 3 clusters Score -5516686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5516685.000000 Penalty: 5262.166016
	Iteration 119Q: 3 clusters Score -5516685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5516687.000000 Penalty: 5262.166016
	Iteration 120F: 3 clusters Score -5516687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5516688.500000 Penalty: 5262.166016
	Iteration 121Q: 3 clusters Score -5516688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5516693.500000 Penalty: 5262.166016
	Iteration 122Q: 3 clusters Score -5516694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5516696.000000 Penalty: 5262.166016
	Iteration 123Q: 3 clusters Score -5516696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5516692.500000 Penalty: 5262.166016
	Iteration 124Q: 3 clusters Score -5516692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5516694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5516690.000000 Penalty: 5262.166016
	Iteration 126Q: 3 clusters Score -5516690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5516687.000000 Penalty: 5262.166016
	Iteration 127Q: 3 clusters Score -5516687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5516688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5516691.500000 Penalty: 5262.166016
	Iteration 129Q: 3 clusters Score -5516692 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5516693.500000 Penalty: 5262.166016
	Iteration 130Q: 3 clusters Score -5516694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5516690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5516693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5516689.500000 Penalty: 5262.166016
	Iteration 133Q: 3 clusters Score -5516690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5516692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5516691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5516694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5516694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5516689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5516688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5516686.500000 Penalty: 5262.166016
	Iteration 140F: 3 clusters Score -5516686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5516679.500000 Penalty: 5262.166016
	Iteration 141Q: 3 clusters Score -5516680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5516688.500000 Penalty: 5262.166016
	Iteration 142Q: 3 clusters Score -5516688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5516692.500000 Penalty: 5262.166016
	Iteration 143Q: 3 clusters Score -5516692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
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Entering Unmasked Estep 
Score: -5516696.000000 Penalty: 5262.166016
	Iteration 144Q: 3 clusters Score -5516696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5516707.000000 Penalty: 5262.166016
	Iteration 145Q: 3 clusters Score -5516707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5516704.500000 Penalty: 5262.166016
	Iteration 146Q: 3 clusters Score -5516704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -5516702.500000 Penalty: 5262.166016
	Iteration 147Q: 3 clusters Score -5516702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -5516708.500000 Penalty: 5262.166016
	Iteration 148Q: 3 clusters Score -5516708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5516713.500000 Penalty: 5262.166016
	Iteration 149Q: 3 clusters Score -5516714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5516712.500000 Penalty: 5262.166016
	Iteration 150Q: 3 clusters Score -5516712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5516720.000000 Penalty: 5262.166016
	Iteration 151Q: 3 clusters Score -5516720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5516720.000000 Penalty: 5262.166016
	Iteration 152F: 3 clusters Score -5516720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Entering Unmasked Estep 
Score: -1160668.875000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -1160669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1153667.875000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -1153668 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1155761.375000 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -1155761 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1156113.000000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -1156113 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1156448.875000 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -1156449 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1156792.625000 Penalty: 4516.345703
	Iteration 4F: 3 clusters Score -1156793 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1157118.250000 Penalty: 4516.345703
	Iteration 5F: 3 clusters Score -1157118 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1157475.875000 Penalty: 4516.345703
	Iteration 6F: 3 clusters Score -1157476 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1157847.000000 Penalty: 4516.345703
	Iteration 7F: 3 clusters Score -1157847 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1158244.500000 Penalty: 4516.345703
	Iteration 8F: 3 clusters Score -1158244 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1158586.250000 Penalty: 4516.345703
	Iteration 9F: 3 clusters Score -1158586 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1158831.250000 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -1158831 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1159020.500000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -1159020 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1159150.625000 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -1159151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1159240.500000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -1159240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1159296.500000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -1159296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1159327.625000 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -1159328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1159362.750000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -1159363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1159395.750000 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -1159396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1159428.500000 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -1159428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1159455.000000 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -1159455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1159470.625000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -1159471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1159483.125000 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -1159483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1159495.875000 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -1159496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1159509.500000 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -1159510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1159516.375000 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -1159516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1159519.625000 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -1159520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1159526.375000 Penalty: 4516.345703
	Iteration 26Q: 3 clusters Score -1159526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1159532.000000 Penalty: 4516.345703
	Iteration 27Q: 3 clusters Score -1159532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1159537.500000 Penalty: 4516.345703
	Iteration 28Q: 3 clusters Score -1159538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1159542.000000 Penalty: 4516.345703
	Iteration 29Q: 3 clusters Score -1159542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1159544.625000 Penalty: 4516.345703
	Iteration 30Q: 3 clusters Score -1159545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1159548.625000 Penalty: 4516.345703
	Iteration 31Q: 3 clusters Score -1159549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1159553.500000 Penalty: 4516.345703
	Iteration 32Q: 3 clusters Score -1159554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1159554.375000 Penalty: 4516.345703
	Iteration 33Q: 3 clusters Score -1159554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1159559.125000 Penalty: 4516.345703
	Iteration 34Q: 3 clusters Score -1159559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1159561.250000 Penalty: 4516.345703
	Iteration 35Q: 3 clusters Score -1159561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1159562.750000 Penalty: 4516.345703
	Iteration 36Q: 3 clusters Score -1159563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1159562.625000 Penalty: 4516.345703
	Iteration 37Q: 3 clusters Score -1159563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1159562.750000 Penalty: 4516.345703
	Iteration 38Q: 3 clusters Score -1159563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1159562.125000 Penalty: 4516.345703
	Iteration 39Q: 3 clusters Score -1159562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1159562.125000 Penalty: 4516.345703
	Iteration 40F: 3 clusters Score -1159562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Entering Unmasked Estep 
Score: -1671023.500000 Penalty: 2347.373291
	Iteration 0F: 2 clusters Score -1671024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1661432.125000 Penalty: 4694.746582
	Iteration 0F: 3 clusters Score -1661432 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1664551.125000 Penalty: 4694.746582
	Iteration 1F: 3 clusters Score -1664551 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1664979.750000 Penalty: 4694.746582
	Iteration 2F: 3 clusters Score -1664980 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1665374.250000 Penalty: 4694.746582
	Iteration 3F: 3 clusters Score -1665374 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1665772.375000 Penalty: 4694.746582
	Iteration 4F: 3 clusters Score -1665772 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1666227.625000 Penalty: 4694.746582
	Iteration 5F: 3 clusters Score -1666228 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1666666.125000 Penalty: 4694.746582
	Iteration 6F: 3 clusters Score -1666666 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1667056.875000 Penalty: 4694.746582
	Iteration 7F: 3 clusters Score -1667057 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1667364.000000 Penalty: 4694.746582
	Iteration 8Q: 3 clusters Score -1667364 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1667613.750000 Penalty: 4694.746582
	Iteration 9Q: 3 clusters Score -1667614 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1667800.000000 Penalty: 4694.746582
	Iteration 10Q: 3 clusters Score -1667800 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1667951.000000 Penalty: 4694.746582
	Iteration 11Q: 3 clusters Score -1667951 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1668081.375000 Penalty: 4694.746582
	Iteration 12Q: 3 clusters Score -1668081 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1668195.750000 Penalty: 4694.746582
	Iteration 13Q: 3 clusters Score -1668196 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1668317.500000 Penalty: 4694.746582
	Iteration 14Q: 3 clusters Score -1668318 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1668419.750000 Penalty: 4694.746582
	Iteration 15Q: 3 clusters Score -1668420 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1668536.250000 Penalty: 4694.746582
	Iteration 16Q: 3 clusters Score -1668536 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1668672.000000 Penalty: 4694.746582
	Iteration 17Q: 3 clusters Score -1668672 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1668805.000000 Penalty: 4694.746582
	Iteration 18Q: 3 clusters Score -1668805 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1668945.125000 Penalty: 4694.746582
	Iteration 19Q: 3 clusters Score -1668945 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1669101.625000 Penalty: 4694.746582
	Iteration 20F: 3 clusters Score -1669102 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1669252.125000 Penalty: 4694.746582
	Iteration 21Q: 3 clusters Score -1669252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1669374.125000 Penalty: 4694.746582
	Iteration 22Q: 3 clusters Score -1669374 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1669448.375000 Penalty: 4694.746582
	Iteration 23Q: 3 clusters Score -1669448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1669500.125000 Penalty: 4694.746582
	Iteration 24Q: 3 clusters Score -1669500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1669538.125000 Penalty: 4694.746582
	Iteration 25Q: 3 clusters Score -1669538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1669560.250000 Penalty: 4694.746582
	Iteration 26Q: 3 clusters Score -1669560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1669581.250000 Penalty: 4694.746582
	Iteration 27Q: 3 clusters Score -1669581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1669596.875000 Penalty: 4694.746582
	Iteration 28Q: 3 clusters Score -1669597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1669602.000000 Penalty: 4694.746582
	Iteration 29Q: 3 clusters Score -1669602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1669609.875000 Penalty: 4694.746582
	Iteration 30Q: 3 clusters Score -1669610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1669622.000000 Penalty: 4694.746582
	Iteration 31Q: 3 clusters Score -1669622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1669630.000000 Penalty: 4694.746582
	Iteration 32Q: 3 clusters Score -1669630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1669636.875000 Penalty: 4694.746582
	Iteration 33Q: 3 clusters Score -1669637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1669635.500000 Penalty: 4694.746582
	Iteration 34Q: 3 clusters Score -1669636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1669636.625000 Penalty: 4694.746582
	Iteration 35Q: 3 clusters Score -1669637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1669640.750000 Penalty: 4694.746582
	Iteration 36Q: 3 clusters Score -1669641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1669644.000000 Penalty: 4694.746582
	Iteration 37Q: 3 clusters Score -1669644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1669647.625000 Penalty: 4694.746582
	Iteration 38Q: 3 clusters Score -1669648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1669650.375000 Penalty: 4694.746582
	Iteration 39Q: 3 clusters Score -1669650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1669653.875000 Penalty: 4694.746582
	Iteration 40F: 3 clusters Score -1669654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1669651.125000 Penalty: 4694.746582
	Iteration 41Q: 3 clusters Score -1669651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1669652.625000 Penalty: 4694.746582
	Iteration 42Q: 3 clusters Score -1669653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1669653.250000 Penalty: 4694.746582
	Iteration 43Q: 3 clusters Score -1669653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1669654.750000 Penalty: 4694.746582
	Iteration 44Q: 3 clusters Score -1669655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1669654.875000 Penalty: 4694.746582
	Iteration 45Q: 3 clusters Score -1669655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1669655.375000 Penalty: 4694.746582
	Iteration 46Q: 3 clusters Score -1669655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1669655.375000 Penalty: 4694.746582
	Iteration 47F: 3 clusters Score -1669655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (79876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Entering Unmasked Estep 
Score: -10550366.000000 Penalty: 2799.481201
	Iteration 0F: 2 clusters Score -1.055037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -10496749.000000 Penalty: 5598.962402
	Iteration 0F: 3 clusters Score -1.049675e+07 nChanged 37495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -10517753.000000 Penalty: 5598.962402
	Iteration 1F: 3 clusters Score -1.051775e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -10518329.000000 Penalty: 5598.962402
	Iteration 2Q: 3 clusters Score -1.051833e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -10518893.000000 Penalty: 5598.962402
	Iteration 3Q: 3 clusters Score -1.051889e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -10519612.000000 Penalty: 5598.962402
	Iteration 4Q: 3 clusters Score -1.051961e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -10520498.000000 Penalty: 5598.962402
	Iteration 5Q: 3 clusters Score -1.05205e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -10521522.000000 Penalty: 5598.962402
	Iteration 6Q: 3 clusters Score -1.052152e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -10522591.000000 Penalty: 5598.962402
	Iteration 7Q: 3 clusters Score -1.052259e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -10523818.000000 Penalty: 5598.962402
	Iteration 8Q: 3 clusters Score -1.052382e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -10525432.000000 Penalty: 5598.962402
	Iteration 9Q: 3 clusters Score -1.052543e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -10527190.000000 Penalty: 5598.962402
	Iteration 10Q: 3 clusters Score -1.052719e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -10528867.000000 Penalty: 5598.962402
	Iteration 11Q: 3 clusters Score -1.052887e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -10530630.000000 Penalty: 5598.962402
	Iteration 12Q: 3 clusters Score -1.053063e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -10531912.000000 Penalty: 5598.962402
	Iteration 13Q: 3 clusters Score -1.053191e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -10532914.000000 Penalty: 5598.962402
	Iteration 14Q: 3 clusters Score -1.053291e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -10533730.000000 Penalty: 5598.962402
	Iteration 15Q: 3 clusters Score -1.053373e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -10534390.000000 Penalty: 5598.962402
	Iteration 16Q: 3 clusters Score -1.053439e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -10534864.000000 Penalty: 5598.962402
	Iteration 17Q: 3 clusters Score -1.053486e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -10535304.000000 Penalty: 5598.962402
	Iteration 18Q: 3 clusters Score -1.05353e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -10535673.000000 Penalty: 5598.962402
	Iteration 19Q: 3 clusters Score -1.053567e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -10535903.000000 Penalty: 5598.962402
	Iteration 20F: 3 clusters Score -1.05359e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -10536066.000000 Penalty: 5598.962402
	Iteration 21Q: 3 clusters Score -1.053607e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -10536222.000000 Penalty: 5598.962402
	Iteration 22Q: 3 clusters Score -1.053622e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -10536391.000000 Penalty: 5598.962402
	Iteration 23Q: 3 clusters Score -1.053639e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -10536527.000000 Penalty: 5598.962402
	Iteration 24Q: 3 clusters Score -1.053653e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -10536696.000000 Penalty: 5598.962402
	Iteration 25Q: 3 clusters Score -1.05367e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -10536861.000000 Penalty: 5598.962402
	Iteration 26Q: 3 clusters Score -1.053686e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -10537003.000000 Penalty: 5598.962402
	Iteration 27Q: 3 clusters Score -1.0537e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -10537171.000000 Penalty: 5598.962402
	Iteration 28Q: 3 clusters Score -1.053717e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -10537306.000000 Penalty: 5598.962402
	Iteration 29Q: 3 clusters Score -1.053731e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -10537509.000000 Penalty: 5598.962402
	Iteration 30Q: 3 clusters Score -1.053751e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -10537769.000000 Penalty: 5598.962402
	Iteration 31Q: 3 clusters Score -1.053777e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -10538102.000000 Penalty: 5598.962402
	Iteration 32Q: 3 clusters Score -1.05381e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -10538329.000000 Penalty: 5598.962402
	Iteration 33Q: 3 clusters Score -1.053833e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -10538634.000000 Penalty: 5598.962402
	Iteration 34Q: 3 clusters Score -1.053863e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -10538968.000000 Penalty: 5598.962402
	Iteration 35Q: 3 clusters Score -1.053897e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -10539422.000000 Penalty: 5598.962402
	Iteration 36Q: 3 clusters Score -1.053942e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -10539920.000000 Penalty: 5598.962402
	Iteration 37Q: 3 clusters Score -1.053992e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -10540538.000000 Penalty: 5598.962402
	Iteration 38Q: 3 clusters Score -1.054054e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10541186.000000 Penalty: 5598.962402
	Iteration 39Q: 3 clusters Score -1.054119e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -10541844.000000 Penalty: 5598.962402
	Iteration 40F: 3 clusters Score -1.054184e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -10542646.000000 Penalty: 5598.962402
	Iteration 41Q: 3 clusters Score -1.054265e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -10543546.000000 Penalty: 5598.962402
	Iteration 42Q: 3 clusters Score -1.054355e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -10544445.000000 Penalty: 5598.962402
	Iteration 43Q: 3 clusters Score -1.054444e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -10545361.000000 Penalty: 5598.962402
	Iteration 44Q: 3 clusters Score -1.054536e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -10546066.000000 Penalty: 5598.962402
	Iteration 45Q: 3 clusters Score -1.054607e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10546688.000000 Penalty: 5598.962402
	Iteration 46Q: 3 clusters Score -1.054669e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10547144.000000 Penalty: 5598.962402
	Iteration 47Q: 3 clusters Score -1.054714e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10547439.000000 Penalty: 5598.962402
	Iteration 48Q: 3 clusters Score -1.054744e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10547626.000000 Penalty: 5598.962402
	Iteration 49Q: 3 clusters Score -1.054763e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10547777.000000 Penalty: 5598.962402
	Iteration 50Q: 3 clusters Score -1.054778e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10547870.000000 Penalty: 5598.962402
	Iteration 51Q: 3 clusters Score -1.054787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10547933.000000 Penalty: 5598.962402
	Iteration 52Q: 3 clusters Score -1.054793e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10547947.000000 Penalty: 5598.962402
	Iteration 53Q: 3 clusters Score -1.054795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10547983.000000 Penalty: 5598.962402
	Iteration 54Q: 3 clusters Score -1.054798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10547988.000000 Penalty: 5598.962402
	Iteration 55Q: 3 clusters Score -1.054799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10548003.000000 Penalty: 5598.962402
	Iteration 56Q: 3 clusters Score -1.0548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10548016.000000 Penalty: 5598.962402
	Iteration 57Q: 3 clusters Score -1.054802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10548031.000000 Penalty: 5598.962402
	Iteration 58Q: 3 clusters Score -1.054803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10548032.000000 Penalty: 5598.962402
	Iteration 59Q: 3 clusters Score -1.054803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10548041.000000 Penalty: 5598.962402
	Iteration 60F: 3 clusters Score -1.054804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10548059.000000 Penalty: 5598.962402
	Iteration 61Q: 3 clusters Score -1.054806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10548053.000000 Penalty: 5598.962402
	Iteration 62Q: 3 clusters Score -1.054805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10548063.000000 Penalty: 5598.962402
	Iteration 63Q: 3 clusters Score -1.054806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10548056.000000 Penalty: 5598.962402
	Iteration 64Q: 3 clusters Score -1.054806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10548049.000000 Penalty: 5598.962402
	Iteration 65Q: 3 clusters Score -1.054805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10548056.000000 Penalty: 5598.962402
	Iteration 66Q: 3 clusters Score -1.054806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10548056.000000 Penalty: 5598.962402
	Iteration 67F: 3 clusters Score -1.054806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Entering Unmasked Estep 
Score: -20145892.000000 Penalty: 2954.499512
	Iteration 0F: 2 clusters Score -2.014589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -20046368.000000 Penalty: 5908.999023
	Iteration 0F: 3 clusters Score -2.004637e+07 nChanged 71493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -20088394.000000 Penalty: 5908.999023
	Iteration 1F: 3 clusters Score -2.008839e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -20090308.000000 Penalty: 5908.999023
	Iteration 2Q: 3 clusters Score -2.009031e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -20093176.000000 Penalty: 5908.999023
	Iteration 3Q: 3 clusters Score -2.009318e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -20097346.000000 Penalty: 5908.999023
	Iteration 4F: 3 clusters Score -2.009735e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -20103374.000000 Penalty: 5908.999023
	Iteration 5F: 3 clusters Score -2.010337e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -20111656.000000 Penalty: 5908.999023
	Iteration 6F: 3 clusters Score -2.011166e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -20121992.000000 Penalty: 5908.999023
	Iteration 7F: 3 clusters Score -2.012199e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -20130176.000000 Penalty: 5908.999023
	Iteration 8F: 3 clusters Score -2.013018e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -20134328.000000 Penalty: 5908.999023
	Iteration 9Q: 3 clusters Score -2.013433e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -20136328.000000 Penalty: 5908.999023
	Iteration 10Q: 3 clusters Score -2.013633e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -20137780.000000 Penalty: 5908.999023
	Iteration 11Q: 3 clusters Score -2.013778e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -20138892.000000 Penalty: 5908.999023
	Iteration 12Q: 3 clusters Score -2.013889e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -20139680.000000 Penalty: 5908.999023
	Iteration 13Q: 3 clusters Score -2.013968e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -20140294.000000 Penalty: 5908.999023
	Iteration 14Q: 3 clusters Score -2.014029e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -20140684.000000 Penalty: 5908.999023
	Iteration 15Q: 3 clusters Score -2.014068e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -20140990.000000 Penalty: 5908.999023
	Iteration 16Q: 3 clusters Score -2.014099e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 117225 members 
Entering Unmasked Estep 
Score: -20141210.000000 Penalty: 5908.999023
	Iteration 17Q: 3 clusters Score -2.014121e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -20141516.000000 Penalty: 5908.999023
	Iteration 18Q: 3 clusters Score -2.014152e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -20141720.000000 Penalty: 5908.999023
	Iteration 19Q: 3 clusters Score -2.014172e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -20141932.000000 Penalty: 5908.999023
	Iteration 20F: 3 clusters Score -2.014193e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -20142206.000000 Penalty: 5908.999023
	Iteration 21Q: 3 clusters Score -2.014221e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -20142494.000000 Penalty: 5908.999023
	Iteration 22Q: 3 clusters Score -2.014249e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -20142650.000000 Penalty: 5908.999023
	Iteration 23Q: 3 clusters Score -2.014265e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -20142796.000000 Penalty: 5908.999023
	Iteration 24Q: 3 clusters Score -2.01428e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 128105 members 
Entering Unmasked Estep 
Score: -20142846.000000 Penalty: 5908.999023
	Iteration 25Q: 3 clusters Score -2.014285e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -20143004.000000 Penalty: 5908.999023
	Iteration 26Q: 3 clusters Score -2.0143e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 130390 members 
Entering Unmasked Estep 
Score: -20143240.000000 Penalty: 5908.999023
	Iteration 27Q: 3 clusters Score -2.014324e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 131522 members 
Entering Unmasked Estep 
Score: -20143272.000000 Penalty: 5908.999023
	Iteration 28Q: 3 clusters Score -2.014327e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -20143416.000000 Penalty: 5908.999023
	Iteration 29Q: 3 clusters Score -2.014342e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 133612 members 
Entering Unmasked Estep 
Score: -20143408.000000 Penalty: 5908.999023
	Iteration 30Q: 3 clusters Score -2.014341e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -20143604.000000 Penalty: 5908.999023
	Iteration 31Q: 3 clusters Score -2.01436e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -20143704.000000 Penalty: 5908.999023
	Iteration 32Q: 3 clusters Score -2.01437e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 136468 members 
Entering Unmasked Estep 
Score: -20143788.000000 Penalty: 5908.999023
	Iteration 33Q: 3 clusters Score -2.014379e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 137313 members 
Entering Unmasked Estep 
Score: -20143986.000000 Penalty: 5908.999023
	Iteration 34Q: 3 clusters Score -2.014399e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -20144078.000000 Penalty: 5908.999023
	Iteration 35Q: 3 clusters Score -2.014408e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 138782 members 
Entering Unmasked Estep 
Score: -20144068.000000 Penalty: 5908.999023
	Iteration 36Q: 3 clusters Score -2.014407e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 139455 members 
Entering Unmasked Estep 
Score: -20144232.000000 Penalty: 5908.999023
	Iteration 37Q: 3 clusters Score -2.014423e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -20144338.000000 Penalty: 5908.999023
	Iteration 38Q: 3 clusters Score -2.014434e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -20144436.000000 Penalty: 5908.999023
	Iteration 39Q: 3 clusters Score -2.014444e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -20144444.000000 Penalty: 5908.999023
	Iteration 40F: 3 clusters Score -2.014444e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -20144514.000000 Penalty: 5908.999023
	Iteration 41Q: 3 clusters Score -2.014451e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 141850 members 
Entering Unmasked Estep 
Score: -20144566.000000 Penalty: 5908.999023
	Iteration 42Q: 3 clusters Score -2.014457e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -20144552.000000 Penalty: 5908.999023
	Iteration 43Q: 3 clusters Score -2.014455e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 142506 members 
Entering Unmasked Estep 
Score: -20144590.000000 Penalty: 5908.999023
	Iteration 44Q: 3 clusters Score -2.014459e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 142811 members 
Entering Unmasked Estep 
Score: -20144584.000000 Penalty: 5908.999023
	Iteration 45Q: 3 clusters Score -2.014458e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -20144590.000000 Penalty: 5908.999023
	Iteration 46Q: 3 clusters Score -2.014459e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 143374 members 
Entering Unmasked Estep 
Score: -20144570.000000 Penalty: 5908.999023
	Iteration 47Q: 3 clusters Score -2.014457e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -20144604.000000 Penalty: 5908.999023
	Iteration 48Q: 3 clusters Score -2.01446e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -20144598.000000 Penalty: 5908.999023
	Iteration 49Q: 3 clusters Score -2.01446e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 144011 members 
Entering Unmasked Estep 
Score: -20144622.000000 Penalty: 5908.999023
	Iteration 50Q: 3 clusters Score -2.014462e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 144176 members 
Entering Unmasked Estep 
Score: -20144624.000000 Penalty: 5908.999023
	Iteration 51Q: 3 clusters Score -2.014462e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 144314 members 
Entering Unmasked Estep 
Score: -20144624.000000 Penalty: 5908.999023
	Iteration 52Q: 3 clusters Score -2.014462e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -20144622.000000 Penalty: 5908.999023
	Iteration 53Q: 3 clusters Score -2.014462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 144537 members 
Entering Unmasked Estep 
Score: -20144630.000000 Penalty: 5908.999023
	Iteration 54Q: 3 clusters Score -2.014463e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -20144624.000000 Penalty: 5908.999023
	Iteration 55Q: 3 clusters Score -2.014462e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 144739 members 
Entering Unmasked Estep 
Score: -20144622.000000 Penalty: 5908.999023
	Iteration 56Q: 3 clusters Score -2.014462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -20144668.000000 Penalty: 5908.999023
	Iteration 57Q: 3 clusters Score -2.014467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -20144684.000000 Penalty: 5908.999023
	Iteration 58Q: 3 clusters Score -2.014468e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -20144686.000000 Penalty: 5908.999023
	Iteration 59Q: 3 clusters Score -2.014469e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 145055 members 
Entering Unmasked Estep 
Score: -20144666.000000 Penalty: 5908.999023
	Iteration 60F: 3 clusters Score -2.014467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -20144660.000000 Penalty: 5908.999023
	Iteration 61Q: 3 clusters Score -2.014466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -20144646.000000 Penalty: 5908.999023
	Iteration 62Q: 3 clusters Score -2.014465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 145212 members 
Entering Unmasked Estep 
Score: -20144658.000000 Penalty: 5908.999023
	Iteration 63Q: 3 clusters Score -2.014466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 145250 members 
Entering Unmasked Estep 
Score: -20144634.000000 Penalty: 5908.999023
	Iteration 64Q: 3 clusters Score -2.014463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -20144672.000000 Penalty: 5908.999023
	Iteration 65Q: 3 clusters Score -2.014467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -20144650.000000 Penalty: 5908.999023
	Iteration 66Q: 3 clusters Score -2.014465e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -20144660.000000 Penalty: 5908.999023
	Iteration 67Q: 3 clusters Score -2.014466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
Score: -20144670.000000 Penalty: 5908.999023
	Iteration 68Q: 3 clusters Score -2.014467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -20144638.000000 Penalty: 5908.999023
	Iteration 69Q: 3 clusters Score -2.014464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 145471 members 
Entering Unmasked Estep 
Score: -20144608.000000 Penalty: 5908.999023
	Iteration 70Q: 3 clusters Score -2.014461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -20144630.000000 Penalty: 5908.999023
	Iteration 71Q: 3 clusters Score -2.014463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -20144636.000000 Penalty: 5908.999023
	Iteration 72Q: 3 clusters Score -2.014464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 145544 members 
Entering Unmasked Estep 
Score: -20144660.000000 Penalty: 5908.999023
	Iteration 73Q: 3 clusters Score -2.014466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -20144654.000000 Penalty: 5908.999023
	Iteration 74Q: 3 clusters Score -2.014465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 145584 members 
Entering Unmasked Estep 
Score: -20144662.000000 Penalty: 5908.999023
	Iteration 75Q: 3 clusters Score -2.014466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -20144670.000000 Penalty: 5908.999023
	Iteration 76Q: 3 clusters Score -2.014467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -20144660.000000 Penalty: 5908.999023
	Iteration 77Q: 3 clusters Score -2.014466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -20144664.000000 Penalty: 5908.999023
	Iteration 78Q: 3 clusters Score -2.014466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -20144676.000000 Penalty: 5908.999023
	Iteration 79Q: 3 clusters Score -2.014468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -20144672.000000 Penalty: 5908.999023
	Iteration 80F: 3 clusters Score -2.014467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -20144666.000000 Penalty: 5908.999023
	Iteration 81Q: 3 clusters Score -2.014467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 145679 members 
Entering Unmasked Estep 
Score: -20144648.000000 Penalty: 5908.999023
	Iteration 82Q: 3 clusters Score -2.014465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -20144630.000000 Penalty: 5908.999023
	Iteration 83Q: 3 clusters Score -2.014463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -20144640.000000 Penalty: 5908.999023
	Iteration 84Q: 3 clusters Score -2.014464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -20144654.000000 Penalty: 5908.999023
	Iteration 85Q: 3 clusters Score -2.014465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 145720 members 
Entering Unmasked Estep 
Score: -20144652.000000 Penalty: 5908.999023
	Iteration 86Q: 3 clusters Score -2.014465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 145731 members 
Entering Unmasked Estep 
Score: -20144650.000000 Penalty: 5908.999023
	Iteration 87Q: 3 clusters Score -2.014465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -20144670.000000 Penalty: 5908.999023
	Iteration 88Q: 3 clusters Score -2.014467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -20144656.000000 Penalty: 5908.999023
	Iteration 89Q: 3 clusters Score -2.014466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 145766 members 
Entering Unmasked Estep 
Score: -20144652.000000 Penalty: 5908.999023
	Iteration 90Q: 3 clusters Score -2.014465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 145780 members 
Entering Unmasked Estep 
Score: -20144664.000000 Penalty: 5908.999023
	Iteration 91Q: 3 clusters Score -2.014466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 145792 members 
Entering Unmasked Estep 
Score: -20144648.000000 Penalty: 5908.999023
	Iteration 92Q: 3 clusters Score -2.014465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -20144638.000000 Penalty: 5908.999023
	Iteration 93Q: 3 clusters Score -2.014464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 145813 members 
Entering Unmasked Estep 
Score: -20144656.000000 Penalty: 5908.999023
	Iteration 94Q: 3 clusters Score -2.014466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -20144656.000000 Penalty: 5908.999023
	Iteration 95Q: 3 clusters Score -2.014466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -20144658.000000 Penalty: 5908.999023
	Iteration 96Q: 3 clusters Score -2.014466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -20144654.000000 Penalty: 5908.999023
	Iteration 97Q: 3 clusters Score -2.014465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -20144654.000000 Penalty: 5908.999023
	Iteration 98F: 3 clusters Score -2.014465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Entering Unmasked Estep 
Score: -9713249.000000 Penalty: 2771.768799
	Iteration 0F: 2 clusters Score -9713249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -9665139.000000 Penalty: 5543.537598
	Iteration 0F: 3 clusters Score -9665139 nChanged 33517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9684221.000000 Penalty: 5543.537598
	Iteration 1F: 3 clusters Score -9684221 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -9684858.000000 Penalty: 5543.537598
	Iteration 2Q: 3 clusters Score -9684858 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -9685443.000000 Penalty: 5543.537598
	Iteration 3Q: 3 clusters Score -9685443 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -9686133.000000 Penalty: 5543.537598
	Iteration 4Q: 3 clusters Score -9686133 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -9687027.000000 Penalty: 5543.537598
	Iteration 5Q: 3 clusters Score -9687027 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -9688195.000000 Penalty: 5543.537598
	Iteration 6Q: 3 clusters Score -9688195 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -9689715.000000 Penalty: 5543.537598
	Iteration 7Q: 3 clusters Score -9689715 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -9691791.000000 Penalty: 5543.537598
	Iteration 8F: 3 clusters Score -9691791 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -9694665.000000 Penalty: 5543.537598
	Iteration 9F: 3 clusters Score -9694665 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -9698110.000000 Penalty: 5543.537598
	Iteration 10F: 3 clusters Score -9698110 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -9701692.000000 Penalty: 5543.537598
	Iteration 11F: 3 clusters Score -9701692 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -9704903.000000 Penalty: 5543.537598
	Iteration 12F: 3 clusters Score -9704903 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -9707350.000000 Penalty: 5543.537598
	Iteration 13Q: 3 clusters Score -9707350 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -9708938.000000 Penalty: 5543.537598
	Iteration 14Q: 3 clusters Score -9708938 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -9710097.000000 Penalty: 5543.537598
	Iteration 15Q: 3 clusters Score -9710097 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -9710775.000000 Penalty: 5543.537598
	Iteration 16Q: 3 clusters Score -9710775 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -9711062.000000 Penalty: 5543.537598
	Iteration 17Q: 3 clusters Score -9711062 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -9711202.000000 Penalty: 5543.537598
	Iteration 18Q: 3 clusters Score -9711202 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9711255.000000 Penalty: 5543.537598
	Iteration 19Q: 3 clusters Score -9711255 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9711273.000000 Penalty: 5543.537598
	Iteration 20F: 3 clusters Score -9711273 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -9711306.000000 Penalty: 5543.537598
	Iteration 21Q: 3 clusters Score -9711306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -9711316.000000 Penalty: 5543.537598
	Iteration 22Q: 3 clusters Score -9711316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5543.537598
	Iteration 23Q: 3 clusters Score -9711334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -9711354.000000 Penalty: 5543.537598
	Iteration 24Q: 3 clusters Score -9711354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -9711345.000000 Penalty: 5543.537598
	Iteration 25Q: 3 clusters Score -9711345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9711342.000000 Penalty: 5543.537598
	Iteration 26Q: 3 clusters Score -9711342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -9711351.000000 Penalty: 5543.537598
	Iteration 27Q: 3 clusters Score -9711351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -9711332.000000 Penalty: 5543.537598
	Iteration 28Q: 3 clusters Score -9711332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5543.537598
	Iteration 29Q: 3 clusters Score -9711334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -9711332.000000 Penalty: 5543.537598
	Iteration 30Q: 3 clusters Score -9711332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -9711338.000000 Penalty: 5543.537598
	Iteration 31Q: 3 clusters Score -9711338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5543.537598
	Iteration 32Q: 3 clusters Score -9711334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -9711331.000000 Penalty: 5543.537598
	Iteration 33Q: 3 clusters Score -9711331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -9711337.000000 Penalty: 5543.537598
	Iteration 34Q: 3 clusters Score -9711337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -9711332.000000 Penalty: 5543.537598
	Iteration 35Q: 3 clusters Score -9711332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -9711337.000000 Penalty: 5543.537598
	Iteration 36Q: 3 clusters Score -9711337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -9711335.000000 Penalty: 5543.537598
	Iteration 37Q: 3 clusters Score -9711335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -9711336.000000 Penalty: 5543.537598
	Iteration 38Q: 3 clusters Score -9711336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5543.537598
	Iteration 39Q: 3 clusters Score -9711340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5543.537598
	Iteration 40F: 3 clusters Score -9711340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 236 members 
Entering Unmasked Estep 
Score: -50313.847656 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50313.85 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50560.671875 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50560.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50622.757812 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -50622.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50696.000000 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50726.140625 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50726.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50743.156250 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50743.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50752.347656 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50752.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50752.347656 Penalty: 3005.324951
	Iteration 7F: 3 clusters Score -50752.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 135 members 
Entering Unmasked Estep 
Score: -31087.302734 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31087.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31233.546875 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31233.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31305.005859 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31305.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31363.099609 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31395.646484 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31395.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31402.437500 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31402.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31411.251953 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -31411.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31411.251953 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -31411.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Entering Unmasked Estep 
Score: -1323921.750000 Penalty: 2290.045898
	Iteration 0F: 2 clusters Score -1323922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1316080.500000 Penalty: 4580.091797
	Iteration 0F: 3 clusters Score -1316080 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1318312.250000 Penalty: 4580.091797
	Iteration 1F: 3 clusters Score -1318312 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1318607.125000 Penalty: 4580.091797
	Iteration 2F: 3 clusters Score -1318607 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1318821.500000 Penalty: 4580.091797
	Iteration 3F: 3 clusters Score -1318822 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1319018.625000 Penalty: 4580.091797
	Iteration 4Q: 3 clusters Score -1319019 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1319236.500000 Penalty: 4580.091797
	Iteration 5Q: 3 clusters Score -1319236 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1319435.625000 Penalty: 4580.091797
	Iteration 6Q: 3 clusters Score -1319436 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1319670.500000 Penalty: 4580.091797
	Iteration 7Q: 3 clusters Score -1319670 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1319970.125000 Penalty: 4580.091797
	Iteration 8Q: 3 clusters Score -1319970 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1320305.500000 Penalty: 4580.091797
	Iteration 9Q: 3 clusters Score -1320306 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1320681.750000 Penalty: 4580.091797
	Iteration 10Q: 3 clusters Score -1320682 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1321035.000000 Penalty: 4580.091797
	Iteration 11Q: 3 clusters Score -1321035 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1321345.625000 Penalty: 4580.091797
	Iteration 12Q: 3 clusters Score -1321346 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1321614.125000 Penalty: 4580.091797
	Iteration 13Q: 3 clusters Score -1321614 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1321866.500000 Penalty: 4580.091797
	Iteration 14Q: 3 clusters Score -1321866 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1322045.625000 Penalty: 4580.091797
	Iteration 15Q: 3 clusters Score -1322046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1322155.625000 Penalty: 4580.091797
	Iteration 16Q: 3 clusters Score -1322156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1322235.750000 Penalty: 4580.091797
	Iteration 17Q: 3 clusters Score -1322236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1322301.250000 Penalty: 4580.091797
	Iteration 18Q: 3 clusters Score -1322301 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1322350.125000 Penalty: 4580.091797
	Iteration 19Q: 3 clusters Score -1322350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1322388.875000 Penalty: 4580.091797
	Iteration 20F: 3 clusters Score -1322389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1322437.625000 Penalty: 4580.091797
	Iteration 21Q: 3 clusters Score -1322438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1322500.750000 Penalty: 4580.091797
	Iteration 22Q: 3 clusters Score -1322501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1322562.625000 Penalty: 4580.091797
	Iteration 23Q: 3 clusters Score -1322563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1322601.875000 Penalty: 4580.091797
	Iteration 24Q: 3 clusters Score -1322602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1322663.625000 Penalty: 4580.091797
	Iteration 25Q: 3 clusters Score -1322664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1322736.750000 Penalty: 4580.091797
	Iteration 26Q: 3 clusters Score -1322737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1322779.875000 Penalty: 4580.091797
	Iteration 27Q: 3 clusters Score -1322780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1322840.125000 Penalty: 4580.091797
	Iteration 28Q: 3 clusters Score -1322840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1322893.250000 Penalty: 4580.091797
	Iteration 29Q: 3 clusters Score -1322893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1322946.250000 Penalty: 4580.091797
	Iteration 30Q: 3 clusters Score -1322946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1322972.875000 Penalty: 4580.091797
	Iteration 31Q: 3 clusters Score -1322973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1322985.000000 Penalty: 4580.091797
	Iteration 32Q: 3 clusters Score -1322985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1322994.250000 Penalty: 4580.091797
	Iteration 33Q: 3 clusters Score -1322994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1322998.875000 Penalty: 4580.091797
	Iteration 34Q: 3 clusters Score -1322999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1323006.125000 Penalty: 4580.091797
	Iteration 35Q: 3 clusters Score -1323006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1323007.875000 Penalty: 4580.091797
	Iteration 36Q: 3 clusters Score -1323008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1323010.375000 Penalty: 4580.091797
	Iteration 37Q: 3 clusters Score -1323010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1323013.375000 Penalty: 4580.091797
	Iteration 38Q: 3 clusters Score -1323013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1323014.000000 Penalty: 4580.091797
	Iteration 39Q: 3 clusters Score -1323014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1323015.125000 Penalty: 4580.091797
	Iteration 40F: 3 clusters Score -1323015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1323018.250000 Penalty: 4580.091797
	Iteration 41Q: 3 clusters Score -1323018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1323015.375000 Penalty: 4580.091797
	Iteration 42Q: 3 clusters Score -1323015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1323016.125000 Penalty: 4580.091797
	Iteration 43Q: 3 clusters Score -1323016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1323019.125000 Penalty: 4580.091797
	Iteration 44Q: 3 clusters Score -1323019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1323018.250000 Penalty: 4580.091797
	Iteration 45Q: 3 clusters Score -1323018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1323019.000000 Penalty: 4580.091797
	Iteration 46Q: 3 clusters Score -1323019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1323019.000000 Penalty: 4580.091797
	Iteration 47F: 3 clusters Score -1323019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -48323.246094 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -48323.25 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 261 members 
Entering Unmasked Estep 
Score: -46909.753906 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -46909.75 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47257.320312 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -47257.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47428.875000 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -47428.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47716.148438 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -47716.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47817.609375 Penalty: 3085.412598
	Iteration 4F: 3 clusters Score -47817.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47927.535156 Penalty: 3085.412598
	Iteration 5F: 3 clusters Score -47927.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48023.894531 Penalty: 3085.412598
	Iteration 6F: 3 clusters Score -48023.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48064.011719 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -48064.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -48102.828125 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -48102.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -48144.480469 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -48144.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -48162.230469 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -48162.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -48203.320312 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -48203.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -48229.652344 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -48229.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48245.414062 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -48245.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48258.042969 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -48258.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48258.042969 Penalty: 3085.412598
	Iteration 15F: 3 clusters Score -48258.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Entering Unmasked Estep 
Score: -21929916.000000 Penalty: 2974.640625
	Iteration 0F: 2 clusters Score -2.192992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -21825216.000000 Penalty: 5949.281250
	Iteration 0F: 3 clusters Score -2.182522e+07 nChanged 77584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -21870714.000000 Penalty: 5949.281250
	Iteration 1F: 3 clusters Score -2.187071e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -21872338.000000 Penalty: 5949.281250
	Iteration 2Q: 3 clusters Score -2.187234e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -21874662.000000 Penalty: 5949.281250
	Iteration 3Q: 3 clusters Score -2.187466e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -21877804.000000 Penalty: 5949.281250
	Iteration 4Q: 3 clusters Score -2.18778e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -21881784.000000 Penalty: 5949.281250
	Iteration 5Q: 3 clusters Score -2.188178e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -21886666.000000 Penalty: 5949.281250
	Iteration 6F: 3 clusters Score -2.188667e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -21892494.000000 Penalty: 5949.281250
	Iteration 7F: 3 clusters Score -2.189249e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -21899110.000000 Penalty: 5949.281250
	Iteration 8F: 3 clusters Score -2.189911e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -21905188.000000 Penalty: 5949.281250
	Iteration 9F: 3 clusters Score -2.190519e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -21909866.000000 Penalty: 5949.281250
	Iteration 10Q: 3 clusters Score -2.190987e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -21912566.000000 Penalty: 5949.281250
	Iteration 11Q: 3 clusters Score -2.191257e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -21914082.000000 Penalty: 5949.281250
	Iteration 12Q: 3 clusters Score -2.191408e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122065 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -21915128.000000 Penalty: 5949.281250
	Iteration 13Q: 3 clusters Score -2.191513e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -21916336.000000 Penalty: 5949.281250
	Iteration 14Q: 3 clusters Score -2.191634e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125917 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -21917348.000000 Penalty: 5949.281250
	Iteration 15Q: 3 clusters Score -2.191735e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127671 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -21918424.000000 Penalty: 5949.281250
	Iteration 16Q: 3 clusters Score -2.191842e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129261 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -21919354.000000 Penalty: 5949.281250
	Iteration 17Q: 3 clusters Score -2.191935e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130651 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -21920136.000000 Penalty: 5949.281250
	Iteration 18Q: 3 clusters Score -2.192014e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131810 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -21920790.000000 Penalty: 5949.281250
	Iteration 19Q: 3 clusters Score -2.192079e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132840 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -21921432.000000 Penalty: 5949.281250
	Iteration 20F: 3 clusters Score -2.192143e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133703 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -21921712.000000 Penalty: 5949.281250
	Iteration 21Q: 3 clusters Score -2.192171e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -21922012.000000 Penalty: 5949.281250
	Iteration 22Q: 3 clusters Score -2.192201e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135142 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -21922192.000000 Penalty: 5949.281250
	Iteration 23Q: 3 clusters Score -2.192219e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -21922388.000000 Penalty: 5949.281250
	Iteration 24Q: 3 clusters Score -2.192239e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136217 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -21922586.000000 Penalty: 5949.281250
	Iteration 25Q: 3 clusters Score -2.192259e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136666 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -21922790.000000 Penalty: 5949.281250
	Iteration 26Q: 3 clusters Score -2.192279e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137027 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -21922960.000000 Penalty: 5949.281250
	Iteration 27Q: 3 clusters Score -2.192296e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137280 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -21923122.000000 Penalty: 5949.281250
	Iteration 28Q: 3 clusters Score -2.192312e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137493 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -21923192.000000 Penalty: 5949.281250
	Iteration 29Q: 3 clusters Score -2.192319e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -21923232.000000 Penalty: 5949.281250
	Iteration 30Q: 3 clusters Score -2.192323e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137749 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -21923238.000000 Penalty: 5949.281250
	Iteration 31Q: 3 clusters Score -2.192324e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137832 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -21923288.000000 Penalty: 5949.281250
	Iteration 32Q: 3 clusters Score -2.192329e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137897 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -21923430.000000 Penalty: 5949.281250
	Iteration 33Q: 3 clusters Score -2.192343e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -21923468.000000 Penalty: 5949.281250
	Iteration 34Q: 3 clusters Score -2.192347e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138007 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -21923484.000000 Penalty: 5949.281250
	Iteration 35Q: 3 clusters Score -2.192348e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -21923582.000000 Penalty: 5949.281250
	Iteration 36Q: 3 clusters Score -2.192358e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -21923646.000000 Penalty: 5949.281250
	Iteration 37Q: 3 clusters Score -2.192365e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -21923734.000000 Penalty: 5949.281250
	Iteration 38Q: 3 clusters Score -2.192373e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -21923774.000000 Penalty: 5949.281250
	Iteration 39Q: 3 clusters Score -2.192377e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -21923824.000000 Penalty: 5949.281250
	Iteration 40F: 3 clusters Score -2.192382e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -21923930.000000 Penalty: 5949.281250
	Iteration 41Q: 3 clusters Score -2.192393e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -21923962.000000 Penalty: 5949.281250
	Iteration 42Q: 3 clusters Score -2.192396e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -21924036.000000 Penalty: 5949.281250
	Iteration 43Q: 3 clusters Score -2.192404e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -21924116.000000 Penalty: 5949.281250
	Iteration 44Q: 3 clusters Score -2.192412e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -21924246.000000 Penalty: 5949.281250
	Iteration 45Q: 3 clusters Score -2.192425e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -21924350.000000 Penalty: 5949.281250
	Iteration 46Q: 3 clusters Score -2.192435e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137913 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -21924428.000000 Penalty: 5949.281250
	Iteration 47Q: 3 clusters Score -2.192443e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -21924566.000000 Penalty: 5949.281250
	Iteration 48Q: 3 clusters Score -2.192457e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -21924630.000000 Penalty: 5949.281250
	Iteration 49Q: 3 clusters Score -2.192463e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -21924770.000000 Penalty: 5949.281250
	Iteration 50Q: 3 clusters Score -2.192477e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -21924858.000000 Penalty: 5949.281250
	Iteration 51Q: 3 clusters Score -2.192486e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -21924872.000000 Penalty: 5949.281250
	Iteration 52Q: 3 clusters Score -2.192487e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -21924906.000000 Penalty: 5949.281250
	Iteration 53Q: 3 clusters Score -2.192491e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137289 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -21924926.000000 Penalty: 5949.281250
	Iteration 54Q: 3 clusters Score -2.192493e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -21924916.000000 Penalty: 5949.281250
	Iteration 55Q: 3 clusters Score -2.192492e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137109 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -21924938.000000 Penalty: 5949.281250
	Iteration 56Q: 3 clusters Score -2.192494e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -21924984.000000 Penalty: 5949.281250
	Iteration 57Q: 3 clusters Score -2.192498e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -21924978.000000 Penalty: 5949.281250
	Iteration 58Q: 3 clusters Score -2.192498e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -21924996.000000 Penalty: 5949.281250
	Iteration 59Q: 3 clusters Score -2.1925e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -21925006.000000 Penalty: 5949.281250
	Iteration 60F: 3 clusters Score -2.192501e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -21925026.000000 Penalty: 5949.281250
	Iteration 61Q: 3 clusters Score -2.192503e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136605 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -21925074.000000 Penalty: 5949.281250
	Iteration 62Q: 3 clusters Score -2.192507e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -21925074.000000 Penalty: 5949.281250
	Iteration 63Q: 3 clusters Score -2.192507e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -21925064.000000 Penalty: 5949.281250
	Iteration 64Q: 3 clusters Score -2.192506e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136405 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -21925050.000000 Penalty: 5949.281250
	Iteration 65Q: 3 clusters Score -2.192505e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136346 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -21925024.000000 Penalty: 5949.281250
	Iteration 66Q: 3 clusters Score -2.192502e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136302 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -21925036.000000 Penalty: 5949.281250
	Iteration 67Q: 3 clusters Score -2.192504e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136276 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -21925070.000000 Penalty: 5949.281250
	Iteration 68Q: 3 clusters Score -2.192507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -21925092.000000 Penalty: 5949.281250
	Iteration 69Q: 3 clusters Score -2.192509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -21925118.000000 Penalty: 5949.281250
	Iteration 70Q: 3 clusters Score -2.192512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -21925098.000000 Penalty: 5949.281250
	Iteration 71Q: 3 clusters Score -2.19251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -21925116.000000 Penalty: 5949.281250
	Iteration 72Q: 3 clusters Score -2.192512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -21925140.000000 Penalty: 5949.281250
	Iteration 73Q: 3 clusters Score -2.192514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -21925168.000000 Penalty: 5949.281250
	Iteration 74Q: 3 clusters Score -2.192517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -21925186.000000 Penalty: 5949.281250
	Iteration 75Q: 3 clusters Score -2.192519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -21925190.000000 Penalty: 5949.281250
	Iteration 76Q: 3 clusters Score -2.192519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -21925154.000000 Penalty: 5949.281250
	Iteration 77Q: 3 clusters Score -2.192515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -21925150.000000 Penalty: 5949.281250
	Iteration 78Q: 3 clusters Score -2.192515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -21925178.000000 Penalty: 5949.281250
	Iteration 79Q: 3 clusters Score -2.192518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -21925166.000000 Penalty: 5949.281250
	Iteration 80F: 3 clusters Score -2.192517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -21925168.000000 Penalty: 5949.281250
	Iteration 81Q: 3 clusters Score -2.192517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136061 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -21925182.000000 Penalty: 5949.281250
	Iteration 82Q: 3 clusters Score -2.192518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -21925186.000000 Penalty: 5949.281250
	Iteration 83Q: 3 clusters Score -2.192519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136025 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -21925192.000000 Penalty: 5949.281250
	Iteration 84Q: 3 clusters Score -2.192519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -21925218.000000 Penalty: 5949.281250
	Iteration 85Q: 3 clusters Score -2.192522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135998 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -21925210.000000 Penalty: 5949.281250
	Iteration 86Q: 3 clusters Score -2.192521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -21925206.000000 Penalty: 5949.281250
	Iteration 87Q: 3 clusters Score -2.192521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135977 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -21925216.000000 Penalty: 5949.281250
	Iteration 88Q: 3 clusters Score -2.192522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135968 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -21925208.000000 Penalty: 5949.281250
	Iteration 89Q: 3 clusters Score -2.192521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135958 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -21925216.000000 Penalty: 5949.281250
	Iteration 90Q: 3 clusters Score -2.192522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -21925230.000000 Penalty: 5949.281250
	Iteration 91Q: 3 clusters Score -2.192523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -21925224.000000 Penalty: 5949.281250
	Iteration 92Q: 3 clusters Score -2.192522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135917 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -21925230.000000 Penalty: 5949.281250
	Iteration 93Q: 3 clusters Score -2.192523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135908 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -21925230.000000 Penalty: 5949.281250
	Iteration 94Q: 3 clusters Score -2.192523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -21925234.000000 Penalty: 5949.281250
	Iteration 95Q: 3 clusters Score -2.192523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -21925242.000000 Penalty: 5949.281250
	Iteration 96Q: 3 clusters Score -2.192524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -21925240.000000 Penalty: 5949.281250
	Iteration 97Q: 3 clusters Score -2.192524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -21925230.000000 Penalty: 5949.281250
	Iteration 98Q: 3 clusters Score -2.192523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -21925238.000000 Penalty: 5949.281250
	Iteration 99Q: 3 clusters Score -2.192524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -21925234.000000 Penalty: 5949.281250
	Iteration 100F: 3 clusters Score -2.192523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135856 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -21925250.000000 Penalty: 5949.281250
	Iteration 101Q: 3 clusters Score -2.192525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -21925238.000000 Penalty: 5949.281250
	Iteration 102Q: 3 clusters Score -2.192524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135847 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -21925238.000000 Penalty: 5949.281250
	Iteration 103Q: 3 clusters Score -2.192524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -21925240.000000 Penalty: 5949.281250
	Iteration 104Q: 3 clusters Score -2.192524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -21925240.000000 Penalty: 5949.281250
	Iteration 105Q: 3 clusters Score -2.192524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -21925240.000000 Penalty: 5949.281250
	Iteration 106F: 3 clusters Score -2.192524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -53319.769531 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -53319.77 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 213 members 
Entering Unmasked Estep 
Score: -51848.105469 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -51848.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52002.351562 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -52002.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52067.671875 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -52067.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52086.929688 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -52086.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52094.378906 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -52094.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52101.019531 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -52101.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52103.433594 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -52103.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52103.433594 Penalty: 2994.783936
	Iteration 7F: 3 clusters Score -52103.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 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 152 members 
Entering Unmasked Estep 
Score: -31791.937500 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31791.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32001.982422 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32001.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32172.757812 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32172.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32341.699219 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -32341.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32478.654297 Penalty: 2827.420166
	Iteration 4F: 3 clusters Score -32478.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32576.789062 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32576.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -32609.267578 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32609.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -32675.310547 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32675.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32697.000000 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -32703.123047 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32703.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -32709.798828 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -32709.798828 Penalty: 2827.420166
	Iteration 11F: 3 clusters Score -32709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (178307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178307 members 
Entering Unmasked Estep 
Score: -24230726.000000 Penalty: 2998.633057
	Iteration 0F: 2 clusters Score -2.423073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -24114726.000000 Penalty: 5997.266113
	Iteration 0F: 3 clusters Score -2.411473e+07 nChanged 85553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -24164200.000000 Penalty: 5997.266113
	Iteration 1F: 3 clusters Score -2.41642e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -24165306.000000 Penalty: 5997.266113
	Iteration 2Q: 3 clusters Score -2.416531e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -24166756.000000 Penalty: 5997.266113
	Iteration 3Q: 3 clusters Score -2.416676e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -24168372.000000 Penalty: 5997.266113
	Iteration 4Q: 3 clusters Score -2.416837e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -24170940.000000 Penalty: 5997.266113
	Iteration 5Q: 3 clusters Score -2.417094e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -24174974.000000 Penalty: 5997.266113
	Iteration 6Q: 3 clusters Score -2.417497e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -24181246.000000 Penalty: 5997.266113
	Iteration 7F: 3 clusters Score -2.418125e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -24189614.000000 Penalty: 5997.266113
	Iteration 8F: 3 clusters Score -2.418961e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -24198620.000000 Penalty: 5997.266113
	Iteration 9F: 3 clusters Score -2.419862e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -24203626.000000 Penalty: 5997.266113
	Iteration 10F: 3 clusters Score -2.420363e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -24205288.000000 Penalty: 5997.266113
	Iteration 11Q: 3 clusters Score -2.420529e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -24206052.000000 Penalty: 5997.266113
	Iteration 12Q: 3 clusters Score -2.420605e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -24206620.000000 Penalty: 5997.266113
	Iteration 13Q: 3 clusters Score -2.420662e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -24207234.000000 Penalty: 5997.266113
	Iteration 14Q: 3 clusters Score -2.420723e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -24207694.000000 Penalty: 5997.266113
	Iteration 15Q: 3 clusters Score -2.420769e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -24208150.000000 Penalty: 5997.266113
	Iteration 16Q: 3 clusters Score -2.420815e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96337 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -24208698.000000 Penalty: 5997.266113
	Iteration 17Q: 3 clusters Score -2.42087e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -24209228.000000 Penalty: 5997.266113
	Iteration 18Q: 3 clusters Score -2.420923e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -24209626.000000 Penalty: 5997.266113
	Iteration 19Q: 3 clusters Score -2.420963e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -24210160.000000 Penalty: 5997.266113
	Iteration 20F: 3 clusters Score -2.421016e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -24210696.000000 Penalty: 5997.266113
	Iteration 21Q: 3 clusters Score -2.42107e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -24211144.000000 Penalty: 5997.266113
	Iteration 22Q: 3 clusters Score -2.421114e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -24211646.000000 Penalty: 5997.266113
	Iteration 23Q: 3 clusters Score -2.421165e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -24212098.000000 Penalty: 5997.266113
	Iteration 24Q: 3 clusters Score -2.42121e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -24212458.000000 Penalty: 5997.266113
	Iteration 25Q: 3 clusters Score -2.421246e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -24212852.000000 Penalty: 5997.266113
	Iteration 26Q: 3 clusters Score -2.421285e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -24213228.000000 Penalty: 5997.266113
	Iteration 27Q: 3 clusters Score -2.421323e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -24213542.000000 Penalty: 5997.266113
	Iteration 28Q: 3 clusters Score -2.421354e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -24213826.000000 Penalty: 5997.266113
	Iteration 29Q: 3 clusters Score -2.421383e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -24214176.000000 Penalty: 5997.266113
	Iteration 30Q: 3 clusters Score -2.421418e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91395 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -24214524.000000 Penalty: 5997.266113
	Iteration 31Q: 3 clusters Score -2.421452e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -24214944.000000 Penalty: 5997.266113
	Iteration 32Q: 3 clusters Score -2.421494e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -24215444.000000 Penalty: 5997.266113
	Iteration 33Q: 3 clusters Score -2.421544e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -24216046.000000 Penalty: 5997.266113
	Iteration 34Q: 3 clusters Score -2.421605e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -24216482.000000 Penalty: 5997.266113
	Iteration 35Q: 3 clusters Score -2.421648e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 90140 members 
Entering Unmasked Estep 
Score: -24216916.000000 Penalty: 5997.266113
	Iteration 36Q: 3 clusters Score -2.421692e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -24217264.000000 Penalty: 5997.266113
	Iteration 37Q: 3 clusters Score -2.421726e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -24217618.000000 Penalty: 5997.266113
	Iteration 38Q: 3 clusters Score -2.421762e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -24217860.000000 Penalty: 5997.266113
	Iteration 39Q: 3 clusters Score -2.421786e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -24218284.000000 Penalty: 5997.266113
	Iteration 40F: 3 clusters Score -2.421828e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -24218714.000000 Penalty: 5997.266113
	Iteration 41Q: 3 clusters Score -2.421871e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -24219074.000000 Penalty: 5997.266113
	Iteration 42Q: 3 clusters Score -2.421907e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -24219454.000000 Penalty: 5997.266113
	Iteration 43Q: 3 clusters Score -2.421945e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -24219762.000000 Penalty: 5997.266113
	Iteration 44Q: 3 clusters Score -2.421976e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -24219922.000000 Penalty: 5997.266113
	Iteration 45Q: 3 clusters Score -2.421992e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -24220178.000000 Penalty: 5997.266113
	Iteration 46Q: 3 clusters Score -2.422018e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -24220288.000000 Penalty: 5997.266113
	Iteration 47Q: 3 clusters Score -2.422029e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -24220398.000000 Penalty: 5997.266113
	Iteration 48Q: 3 clusters Score -2.42204e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -24220524.000000 Penalty: 5997.266113
	Iteration 49Q: 3 clusters Score -2.422052e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -24220580.000000 Penalty: 5997.266113
	Iteration 50Q: 3 clusters Score -2.422058e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -24220678.000000 Penalty: 5997.266113
	Iteration 51Q: 3 clusters Score -2.422068e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 103456 members 
Entering Unmasked Estep 
Score: -24220802.000000 Penalty: 5997.266113
	Iteration 52Q: 3 clusters Score -2.42208e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -24220890.000000 Penalty: 5997.266113
	Iteration 53Q: 3 clusters Score -2.422089e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -24220994.000000 Penalty: 5997.266113
	Iteration 54Q: 3 clusters Score -2.422099e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -24221104.000000 Penalty: 5997.266113
	Iteration 55Q: 3 clusters Score -2.42211e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -24221286.000000 Penalty: 5997.266113
	Iteration 56Q: 3 clusters Score -2.422129e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -24221354.000000 Penalty: 5997.266113
	Iteration 57Q: 3 clusters Score -2.422135e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -24221382.000000 Penalty: 5997.266113
	Iteration 58Q: 3 clusters Score -2.422138e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -24221466.000000 Penalty: 5997.266113
	Iteration 59Q: 3 clusters Score -2.422147e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -24221504.000000 Penalty: 5997.266113
	Iteration 60F: 3 clusters Score -2.42215e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -24221524.000000 Penalty: 5997.266113
	Iteration 61Q: 3 clusters Score -2.422152e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -24221502.000000 Penalty: 5997.266113
	Iteration 62Q: 3 clusters Score -2.42215e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 114162 members 
Entering Unmasked Estep 
Score: -24221560.000000 Penalty: 5997.266113
	Iteration 63Q: 3 clusters Score -2.422156e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 115067 members 
Entering Unmasked Estep 
Score: -24221536.000000 Penalty: 5997.266113
	Iteration 64Q: 3 clusters Score -2.422154e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -24221638.000000 Penalty: 5997.266113
	Iteration 65Q: 3 clusters Score -2.422164e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -24221736.000000 Penalty: 5997.266113
	Iteration 66Q: 3 clusters Score -2.422174e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -24221712.000000 Penalty: 5997.266113
	Iteration 67Q: 3 clusters Score -2.422171e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -24221712.000000 Penalty: 5997.266113
	Iteration 68Q: 3 clusters Score -2.422171e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 119630 members 
Entering Unmasked Estep 
Score: -24221840.000000 Penalty: 5997.266113
	Iteration 69Q: 3 clusters Score -2.422184e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -24221836.000000 Penalty: 5997.266113
	Iteration 70Q: 3 clusters Score -2.422184e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -24221902.000000 Penalty: 5997.266113
	Iteration 71Q: 3 clusters Score -2.42219e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -24221896.000000 Penalty: 5997.266113
	Iteration 72Q: 3 clusters Score -2.42219e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -24222076.000000 Penalty: 5997.266113
	Iteration 73Q: 3 clusters Score -2.422208e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 124212 members 
Entering Unmasked Estep 
Score: -24222090.000000 Penalty: 5997.266113
	Iteration 74Q: 3 clusters Score -2.422209e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 125088 members 
Entering Unmasked Estep 
Score: -24222160.000000 Penalty: 5997.266113
	Iteration 75Q: 3 clusters Score -2.422216e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -24222340.000000 Penalty: 5997.266113
	Iteration 76Q: 3 clusters Score -2.422234e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -24222394.000000 Penalty: 5997.266113
	Iteration 77Q: 3 clusters Score -2.422239e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -24222342.000000 Penalty: 5997.266113
	Iteration 78Q: 3 clusters Score -2.422234e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -24222450.000000 Penalty: 5997.266113
	Iteration 79Q: 3 clusters Score -2.422245e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -24222576.000000 Penalty: 5997.266113
	Iteration 80F: 3 clusters Score -2.422258e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 130534 members 
Entering Unmasked Estep 
Score: -24222670.000000 Penalty: 5997.266113
	Iteration 81Q: 3 clusters Score -2.422267e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -24222734.000000 Penalty: 5997.266113
	Iteration 82Q: 3 clusters Score -2.422273e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 132296 members 
Entering Unmasked Estep 
Score: -24222830.000000 Penalty: 5997.266113
	Iteration 83Q: 3 clusters Score -2.422283e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 133147 members 
Entering Unmasked Estep 
Score: -24222868.000000 Penalty: 5997.266113
	Iteration 84Q: 3 clusters Score -2.422287e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -24222894.000000 Penalty: 5997.266113
	Iteration 85Q: 3 clusters Score -2.422289e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -24223012.000000 Penalty: 5997.266113
	Iteration 86Q: 3 clusters Score -2.422301e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 135834 members 
Entering Unmasked Estep 
Score: -24223184.000000 Penalty: 5997.266113
	Iteration 87Q: 3 clusters Score -2.422318e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 136727 members 
Entering Unmasked Estep 
Score: -24223392.000000 Penalty: 5997.266113
	Iteration 88Q: 3 clusters Score -2.422339e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -24223394.000000 Penalty: 5997.266113
	Iteration 89Q: 3 clusters Score -2.422339e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 138629 members 
Entering Unmasked Estep 
Score: -24223498.000000 Penalty: 5997.266113
	Iteration 90Q: 3 clusters Score -2.42235e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -24223536.000000 Penalty: 5997.266113
	Iteration 91Q: 3 clusters Score -2.422354e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 140488 members 
Entering Unmasked Estep 
Score: -24223642.000000 Penalty: 5997.266113
	Iteration 92Q: 3 clusters Score -2.422364e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 141331 members 
Entering Unmasked Estep 
Score: -24223814.000000 Penalty: 5997.266113
	Iteration 93Q: 3 clusters Score -2.422381e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -24223916.000000 Penalty: 5997.266113
	Iteration 94Q: 3 clusters Score -2.422392e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 143194 members 
Entering Unmasked Estep 
Score: -24223988.000000 Penalty: 5997.266113
	Iteration 95Q: 3 clusters Score -2.422399e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 144136 members 
Entering Unmasked Estep 
Score: -24224034.000000 Penalty: 5997.266113
	Iteration 96Q: 3 clusters Score -2.422403e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 145085 members 
Entering Unmasked Estep 
Score: -24224094.000000 Penalty: 5997.266113
	Iteration 97Q: 3 clusters Score -2.422409e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -24224264.000000 Penalty: 5997.266113
	Iteration 98Q: 3 clusters Score -2.422426e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -24224360.000000 Penalty: 5997.266113
	Iteration 99Q: 3 clusters Score -2.422436e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 147915 members 
Entering Unmasked Estep 
Score: -24224432.000000 Penalty: 5997.266113
	Iteration 100F: 3 clusters Score -2.422443e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -24224590.000000 Penalty: 5997.266113
	Iteration 101Q: 3 clusters Score -2.422459e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 149775 members 
Entering Unmasked Estep 
Score: -24224724.000000 Penalty: 5997.266113
	Iteration 102Q: 3 clusters Score -2.422472e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 150656 members 
Entering Unmasked Estep 
Score: -24224778.000000 Penalty: 5997.266113
	Iteration 103Q: 3 clusters Score -2.422478e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -24224884.000000 Penalty: 5997.266113
	Iteration 104Q: 3 clusters Score -2.422488e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -24225006.000000 Penalty: 5997.266113
	Iteration 105Q: 3 clusters Score -2.422501e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 153290 members 
Entering Unmasked Estep 
Score: -24225050.000000 Penalty: 5997.266113
	Iteration 106Q: 3 clusters Score -2.422505e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -24225210.000000 Penalty: 5997.266113
	Iteration 107Q: 3 clusters Score -2.422521e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -24225266.000000 Penalty: 5997.266113
	Iteration 108Q: 3 clusters Score -2.422527e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -24225430.000000 Penalty: 5997.266113
	Iteration 109Q: 3 clusters Score -2.422543e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 156899 members 
Entering Unmasked Estep 
Score: -24225662.000000 Penalty: 5997.266113
	Iteration 110Q: 3 clusters Score -2.422566e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -24225786.000000 Penalty: 5997.266113
	Iteration 111Q: 3 clusters Score -2.422579e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -24225860.000000 Penalty: 5997.266113
	Iteration 112Q: 3 clusters Score -2.422586e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -24226082.000000 Penalty: 5997.266113
	Iteration 113Q: 3 clusters Score -2.422608e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 160658 members 
Entering Unmasked Estep 
Score: -24226270.000000 Penalty: 5997.266113
	Iteration 114Q: 3 clusters Score -2.422627e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -24226364.000000 Penalty: 5997.266113
	Iteration 115Q: 3 clusters Score -2.422636e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 162570 members 
Entering Unmasked Estep 
Score: -24226464.000000 Penalty: 5997.266113
	Iteration 116Q: 3 clusters Score -2.422646e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -24226530.000000 Penalty: 5997.266113
	Iteration 117Q: 3 clusters Score -2.422653e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 164451 members 
Entering Unmasked Estep 
Score: -24226554.000000 Penalty: 5997.266113
	Iteration 118Q: 3 clusters Score -2.422655e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 165409 members 
Entering Unmasked Estep 
Score: -24226640.000000 Penalty: 5997.266113
	Iteration 119Q: 3 clusters Score -2.422664e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 166293 members 
Entering Unmasked Estep 
Score: -24226834.000000 Penalty: 5997.266113
	Iteration 120F: 3 clusters Score -2.422683e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 167118 members 
Entering Unmasked Estep 
Score: -24226974.000000 Penalty: 5997.266113
	Iteration 121Q: 3 clusters Score -2.422697e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -24227088.000000 Penalty: 5997.266113
	Iteration 122Q: 3 clusters Score -2.422709e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 168627 members 
Entering Unmasked Estep 
Score: -24227252.000000 Penalty: 5997.266113
	Iteration 123Q: 3 clusters Score -2.422725e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -24227392.000000 Penalty: 5997.266113
	Iteration 124Q: 3 clusters Score -2.422739e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -24227472.000000 Penalty: 5997.266113
	Iteration 125Q: 3 clusters Score -2.422747e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -24227504.000000 Penalty: 5997.266113
	Iteration 126Q: 3 clusters Score -2.42275e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -24227630.000000 Penalty: 5997.266113
	Iteration 127Q: 3 clusters Score -2.422763e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -24227686.000000 Penalty: 5997.266113
	Iteration 128Q: 3 clusters Score -2.422769e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -24227756.000000 Penalty: 5997.266113
	Iteration 129Q: 3 clusters Score -2.422776e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 172772 members 
Entering Unmasked Estep 
Score: -24227824.000000 Penalty: 5997.266113
	Iteration 130Q: 3 clusters Score -2.422782e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -24227844.000000 Penalty: 5997.266113
	Iteration 131Q: 3 clusters Score -2.422784e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 173663 members 
Entering Unmasked Estep 
Score: -24227860.000000 Penalty: 5997.266113
	Iteration 132Q: 3 clusters Score -2.422786e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -24227930.000000 Penalty: 5997.266113
	Iteration 133Q: 3 clusters Score -2.422793e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -24227938.000000 Penalty: 5997.266113
	Iteration 134Q: 3 clusters Score -2.422794e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -24228072.000000 Penalty: 5997.266113
	Iteration 135Q: 3 clusters Score -2.422807e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 175107 members 
Entering Unmasked Estep 
Score: -24228116.000000 Penalty: 5997.266113
	Iteration 136Q: 3 clusters Score -2.422812e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 175393 members 
Entering Unmasked Estep 
Score: -24228190.000000 Penalty: 5997.266113
	Iteration 137Q: 3 clusters Score -2.422819e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 175659 members 
Entering Unmasked Estep 
Score: -24228266.000000 Penalty: 5997.266113
	Iteration 138Q: 3 clusters Score -2.422827e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 175899 members 
Entering Unmasked Estep 
Score: -24228320.000000 Penalty: 5997.266113
	Iteration 139Q: 3 clusters Score -2.422832e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 176100 members 
Entering Unmasked Estep 
Score: -24228320.000000 Penalty: 5997.266113
	Iteration 140F: 3 clusters Score -2.422832e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 176266 members 
Entering Unmasked Estep 
Score: -24228418.000000 Penalty: 5997.266113
	Iteration 141Q: 3 clusters Score -2.422842e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 176404 members 
Entering Unmasked Estep 
Score: -24228464.000000 Penalty: 5997.266113
	Iteration 142Q: 3 clusters Score -2.422846e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -24228462.000000 Penalty: 5997.266113
	Iteration 143Q: 3 clusters Score -2.422846e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -24228482.000000 Penalty: 5997.266113
	Iteration 144Q: 3 clusters Score -2.422848e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 176684 members 
Entering Unmasked Estep 
Score: -24228502.000000 Penalty: 5997.266113
	Iteration 145Q: 3 clusters Score -2.42285e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 176759 members 
Entering Unmasked Estep 
Score: -24228464.000000 Penalty: 5997.266113
	Iteration 146Q: 3 clusters Score -2.422846e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 176817 members 
Entering Unmasked Estep 
Score: -24228464.000000 Penalty: 5997.266113
	Iteration 147Q: 3 clusters Score -2.422846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -24228460.000000 Penalty: 5997.266113
	Iteration 148Q: 3 clusters Score -2.422846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -24228476.000000 Penalty: 5997.266113
	Iteration 149Q: 3 clusters Score -2.422848e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 176928 members 
Entering Unmasked Estep 
Score: -24228476.000000 Penalty: 5997.266113
	Iteration 150Q: 3 clusters Score -2.422848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -24228482.000000 Penalty: 5997.266113
	Iteration 151Q: 3 clusters Score -2.422848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 176982 members 
Entering Unmasked Estep 
Score: -24228486.000000 Penalty: 5997.266113
	Iteration 152Q: 3 clusters Score -2.422849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 177004 members 
Entering Unmasked Estep 
Score: -24228512.000000 Penalty: 5997.266113
	Iteration 153Q: 3 clusters Score -2.422851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -24228512.000000 Penalty: 5997.266113
	Iteration 154Q: 3 clusters Score -2.422851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -24228550.000000 Penalty: 5997.266113
	Iteration 155Q: 3 clusters Score -2.422855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -24228526.000000 Penalty: 5997.266113
	Iteration 156Q: 3 clusters Score -2.422853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -24228534.000000 Penalty: 5997.266113
	Iteration 157Q: 3 clusters Score -2.422853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -24228544.000000 Penalty: 5997.266113
	Iteration 158Q: 3 clusters Score -2.422854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 177102 members 
Entering Unmasked Estep 
Score: -24228518.000000 Penalty: 5997.266113
	Iteration 159Q: 3 clusters Score -2.422852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 177113 members 
Entering Unmasked Estep 
Score: -24228510.000000 Penalty: 5997.266113
	Iteration 160F: 3 clusters Score -2.422851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 177125 members 
Entering Unmasked Estep 
Score: -24228498.000000 Penalty: 5997.266113
	Iteration 161Q: 3 clusters Score -2.42285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -24228516.000000 Penalty: 5997.266113
	Iteration 162Q: 3 clusters Score -2.422852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 177137 members 
Entering Unmasked Estep 
Score: -24228514.000000 Penalty: 5997.266113
	Iteration 163Q: 3 clusters Score -2.422851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -24228516.000000 Penalty: 5997.266113
	Iteration 164Q: 3 clusters Score -2.422852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -24228524.000000 Penalty: 5997.266113
	Iteration 165Q: 3 clusters Score -2.422852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 177148 members 
Entering Unmasked Estep 
Score: -24228522.000000 Penalty: 5997.266113
	Iteration 166Q: 3 clusters Score -2.422852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 177151 members 
Entering Unmasked Estep 
Score: -24228528.000000 Penalty: 5997.266113
	Iteration 167Q: 3 clusters Score -2.422853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -24228530.000000 Penalty: 5997.266113
	Iteration 168Q: 3 clusters Score -2.422853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 177162 members 
Entering Unmasked Estep 
Score: -24228516.000000 Penalty: 5997.266113
	Iteration 169Q: 3 clusters Score -2.422852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 177172 members 
Entering Unmasked Estep 
Score: -24228508.000000 Penalty: 5997.266113
	Iteration 170Q: 3 clusters Score -2.422851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 177184 members 
Entering Unmasked Estep 
Score: -24228494.000000 Penalty: 5997.266113
	Iteration 171Q: 3 clusters Score -2.422849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 177198 members 
Entering Unmasked Estep 
Score: -24228496.000000 Penalty: 5997.266113
	Iteration 172Q: 3 clusters Score -2.42285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 177212 members 
Entering Unmasked Estep 
Score: -24228504.000000 Penalty: 5997.266113
	Iteration 173Q: 3 clusters Score -2.42285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 177224 members 
Entering Unmasked Estep 
Score: -24228518.000000 Penalty: 5997.266113
	Iteration 174Q: 3 clusters Score -2.422852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -24228528.000000 Penalty: 5997.266113
	Iteration 175Q: 3 clusters Score -2.422853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -24228530.000000 Penalty: 5997.266113
	Iteration 176Q: 3 clusters Score -2.422853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 177254 members 
Entering Unmasked Estep 
Score: -24228518.000000 Penalty: 5997.266113
	Iteration 177Q: 3 clusters Score -2.422852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -24228528.000000 Penalty: 5997.266113
	Iteration 178Q: 3 clusters Score -2.422853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 177260 members 
Entering Unmasked Estep 
Score: -24228516.000000 Penalty: 5997.266113
	Iteration 179Q: 3 clusters Score -2.422852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 177269 members 
Entering Unmasked Estep 
Score: -24228538.000000 Penalty: 5997.266113
	Iteration 180F: 3 clusters Score -2.422854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 177277 members 
Entering Unmasked Estep 
Score: -24228534.000000 Penalty: 5997.266113
	Iteration 181Q: 3 clusters Score -2.422853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 177286 members 
Entering Unmasked Estep 
Score: -24228538.000000 Penalty: 5997.266113
	Iteration 182Q: 3 clusters Score -2.422854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -24228550.000000 Penalty: 5997.266113
	Iteration 183Q: 3 clusters Score -2.422855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 177302 members 
Entering Unmasked Estep 
Score: -24228550.000000 Penalty: 5997.266113
	Iteration 184Q: 3 clusters Score -2.422855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -24228534.000000 Penalty: 5997.266113
	Iteration 185Q: 3 clusters Score -2.422853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -24228522.000000 Penalty: 5997.266113
	Iteration 186Q: 3 clusters Score -2.422852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 177311 members 
Entering Unmasked Estep 
Score: -24228532.000000 Penalty: 5997.266113
	Iteration 187Q: 3 clusters Score -2.422853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -24228534.000000 Penalty: 5997.266113
	Iteration 188Q: 3 clusters Score -2.422853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 177314 members 
Entering Unmasked Estep 
Score: -24228532.000000 Penalty: 5997.266113
	Iteration 189Q: 3 clusters Score -2.422853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -24228536.000000 Penalty: 5997.266113
	Iteration 190Q: 3 clusters Score -2.422854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -24228548.000000 Penalty: 5997.266113
	Iteration 191Q: 3 clusters Score -2.422855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 177320 members 
Entering Unmasked Estep 
Score: -24228542.000000 Penalty: 5997.266113
	Iteration 192Q: 3 clusters Score -2.422854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 177321 members 
Entering Unmasked Estep 
Score: -24228548.000000 Penalty: 5997.266113
	Iteration 193Q: 3 clusters Score -2.422855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 177321 members 
Entering Unmasked Estep 
Score: -24228548.000000 Penalty: 5997.266113
	Iteration 194F: 3 clusters Score -2.422855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Entering Unmasked Estep 
Score: -3986207.000000 Penalty: 2561.547363
	Iteration 0F: 2 clusters Score -3986207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3965092.250000 Penalty: 5123.094727
	Iteration 0F: 3 clusters Score -3965092 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3972728.750000 Penalty: 5123.094727
	Iteration 1F: 3 clusters Score -3972729 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3973238.250000 Penalty: 5123.094727
	Iteration 2Q: 3 clusters Score -3973238 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3973754.750000 Penalty: 5123.094727
	Iteration 3Q: 3 clusters Score -3973755 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3974364.250000 Penalty: 5123.094727
	Iteration 4Q: 3 clusters Score -3974364 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3975079.250000 Penalty: 5123.094727
	Iteration 5Q: 3 clusters Score -3975079 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3975870.000000 Penalty: 5123.094727
	Iteration 6Q: 3 clusters Score -3975870 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3976793.750000 Penalty: 5123.094727
	Iteration 7Q: 3 clusters Score -3976794 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3977785.250000 Penalty: 5123.094727
	Iteration 8F: 3 clusters Score -3977785 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3978834.750000 Penalty: 5123.094727
	Iteration 9F: 3 clusters Score -3978835 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3979670.500000 Penalty: 5123.094727
	Iteration 10Q: 3 clusters Score -3979670 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3980427.250000 Penalty: 5123.094727
	Iteration 11Q: 3 clusters Score -3980427 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3981090.000000 Penalty: 5123.094727
	Iteration 12Q: 3 clusters Score -3981090 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3981655.500000 Penalty: 5123.094727
	Iteration 13Q: 3 clusters Score -3981656 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3982173.250000 Penalty: 5123.094727
	Iteration 14Q: 3 clusters Score -3982173 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3982549.250000 Penalty: 5123.094727
	Iteration 15Q: 3 clusters Score -3982549 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3982877.500000 Penalty: 5123.094727
	Iteration 16Q: 3 clusters Score -3982878 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3983157.250000 Penalty: 5123.094727
	Iteration 17Q: 3 clusters Score -3983157 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3983405.250000 Penalty: 5123.094727
	Iteration 18Q: 3 clusters Score -3983405 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3983609.750000 Penalty: 5123.094727
	Iteration 19Q: 3 clusters Score -3983610 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3983746.750000 Penalty: 5123.094727
	Iteration 20F: 3 clusters Score -3983747 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3983846.750000 Penalty: 5123.094727
	Iteration 21Q: 3 clusters Score -3983847 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3983923.000000 Penalty: 5123.094727
	Iteration 22Q: 3 clusters Score -3983923 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3983985.250000 Penalty: 5123.094727
	Iteration 23Q: 3 clusters Score -3983985 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3984026.500000 Penalty: 5123.094727
	Iteration 24Q: 3 clusters Score -3984026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3984061.750000 Penalty: 5123.094727
	Iteration 25Q: 3 clusters Score -3984062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3984089.250000 Penalty: 5123.094727
	Iteration 26Q: 3 clusters Score -3984089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3984103.750000 Penalty: 5123.094727
	Iteration 27Q: 3 clusters Score -3984104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3984138.500000 Penalty: 5123.094727
	Iteration 28Q: 3 clusters Score -3984138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3984148.500000 Penalty: 5123.094727
	Iteration 29Q: 3 clusters Score -3984148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3984163.750000 Penalty: 5123.094727
	Iteration 30Q: 3 clusters Score -3984164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3984180.000000 Penalty: 5123.094727
	Iteration 31Q: 3 clusters Score -3984180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3984193.250000 Penalty: 5123.094727
	Iteration 32Q: 3 clusters Score -3984193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3984198.750000 Penalty: 5123.094727
	Iteration 33Q: 3 clusters Score -3984199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3984199.500000 Penalty: 5123.094727
	Iteration 34Q: 3 clusters Score -3984200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3984206.750000 Penalty: 5123.094727
	Iteration 35Q: 3 clusters Score -3984207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3984209.500000 Penalty: 5123.094727
	Iteration 36Q: 3 clusters Score -3984210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3984207.250000 Penalty: 5123.094727
	Iteration 37Q: 3 clusters Score -3984207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3984207.500000 Penalty: 5123.094727
	Iteration 38Q: 3 clusters Score -3984208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3984208.000000 Penalty: 5123.094727
	Iteration 39Q: 3 clusters Score -3984208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3984208.750000 Penalty: 5123.094727
	Iteration 40F: 3 clusters Score -3984209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (155707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Entering Unmasked Estep 
Score: -21056730.000000 Penalty: 2965.021484
	Iteration 0F: 2 clusters Score -2.105673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -20953150.000000 Penalty: 5930.042969
	Iteration 0F: 3 clusters Score -2.095315e+07 nChanged 74632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -20996972.000000 Penalty: 5930.042969
	Iteration 1F: 3 clusters Score -2.099697e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -20998470.000000 Penalty: 5930.042969
	Iteration 2Q: 3 clusters Score -2.099847e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -21000654.000000 Penalty: 5930.042969
	Iteration 3Q: 3 clusters Score -2.100065e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -21004132.000000 Penalty: 5930.042969
	Iteration 4Q: 3 clusters Score -2.100413e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -21009754.000000 Penalty: 5930.042969
	Iteration 5F: 3 clusters Score -2.100975e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -21017894.000000 Penalty: 5930.042969
	Iteration 6F: 3 clusters Score -2.101789e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 116314 members 
Entering Unmasked Estep 
Score: -21028172.000000 Penalty: 5930.042969
	Iteration 7F: 3 clusters Score -2.102817e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -21038000.000000 Penalty: 5930.042969
	Iteration 8F: 3 clusters Score -2.1038e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 131528 members 
Entering Unmasked Estep 
Score: -21045294.000000 Penalty: 5930.042969
	Iteration 9F: 3 clusters Score -2.104529e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -21049802.000000 Penalty: 5930.042969
	Iteration 10Q: 3 clusters Score -2.10498e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 138079 members 
Entering Unmasked Estep 
Score: -21052048.000000 Penalty: 5930.042969
	Iteration 11Q: 3 clusters Score -2.105205e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 139937 members 
Entering Unmasked Estep 
Score: -21053276.000000 Penalty: 5930.042969
	Iteration 12Q: 3 clusters Score -2.105328e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 141400 members 
Entering Unmasked Estep 
Score: -21054024.000000 Penalty: 5930.042969
	Iteration 13Q: 3 clusters Score -2.105402e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -21054486.000000 Penalty: 5930.042969
	Iteration 14Q: 3 clusters Score -2.105449e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 143590 members 
Entering Unmasked Estep 
Score: -21054812.000000 Penalty: 5930.042969
	Iteration 15Q: 3 clusters Score -2.105481e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 144400 members 
Entering Unmasked Estep 
Score: -21054982.000000 Penalty: 5930.042969
	Iteration 16Q: 3 clusters Score -2.105498e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 145129 members 
Entering Unmasked Estep 
Score: -21055156.000000 Penalty: 5930.042969
	Iteration 17Q: 3 clusters Score -2.105516e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -21055248.000000 Penalty: 5930.042969
	Iteration 18Q: 3 clusters Score -2.105525e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -21055270.000000 Penalty: 5930.042969
	Iteration 19Q: 3 clusters Score -2.105527e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 146893 members 
Entering Unmasked Estep 
Score: -21055282.000000 Penalty: 5930.042969
	Iteration 20F: 3 clusters Score -2.105528e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -21055400.000000 Penalty: 5930.042969
	Iteration 21Q: 3 clusters Score -2.10554e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 147769 members 
Entering Unmasked Estep 
Score: -21055344.000000 Penalty: 5930.042969
	Iteration 22Q: 3 clusters Score -2.105534e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -21055472.000000 Penalty: 5930.042969
	Iteration 23Q: 3 clusters Score -2.105547e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 148479 members 
Entering Unmasked Estep 
Score: -21055502.000000 Penalty: 5930.042969
	Iteration 24Q: 3 clusters Score -2.10555e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 148772 members 
Entering Unmasked Estep 
Score: -21055532.000000 Penalty: 5930.042969
	Iteration 25Q: 3 clusters Score -2.105553e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 149013 members 
Entering Unmasked Estep 
Score: -21055536.000000 Penalty: 5930.042969
	Iteration 26Q: 3 clusters Score -2.105554e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -21055568.000000 Penalty: 5930.042969
	Iteration 27Q: 3 clusters Score -2.105557e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -21055540.000000 Penalty: 5930.042969
	Iteration 28Q: 3 clusters Score -2.105554e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -21055548.000000 Penalty: 5930.042969
	Iteration 29Q: 3 clusters Score -2.105555e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 149816 members 
Entering Unmasked Estep 
Score: -21055538.000000 Penalty: 5930.042969
	Iteration 30Q: 3 clusters Score -2.105554e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 150010 members 
Entering Unmasked Estep 
Score: -21055516.000000 Penalty: 5930.042969
	Iteration 31Q: 3 clusters Score -2.105552e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -21055552.000000 Penalty: 5930.042969
	Iteration 32Q: 3 clusters Score -2.105555e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -21055610.000000 Penalty: 5930.042969
	Iteration 33Q: 3 clusters Score -2.105561e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -21055630.000000 Penalty: 5930.042969
	Iteration 34Q: 3 clusters Score -2.105563e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -21055642.000000 Penalty: 5930.042969
	Iteration 35Q: 3 clusters Score -2.105564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 150736 members 
Entering Unmasked Estep 
Score: -21055616.000000 Penalty: 5930.042969
	Iteration 36Q: 3 clusters Score -2.105562e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 150853 members 
Entering Unmasked Estep 
Score: -21055628.000000 Penalty: 5930.042969
	Iteration 37Q: 3 clusters Score -2.105563e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 150955 members 
Entering Unmasked Estep 
Score: -21055652.000000 Penalty: 5930.042969
	Iteration 38Q: 3 clusters Score -2.105565e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -21055644.000000 Penalty: 5930.042969
	Iteration 39Q: 3 clusters Score -2.105564e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -21055666.000000 Penalty: 5930.042969
	Iteration 40F: 3 clusters Score -2.105567e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -21055630.000000 Penalty: 5930.042969
	Iteration 41Q: 3 clusters Score -2.105563e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -21055650.000000 Penalty: 5930.042969
	Iteration 42Q: 3 clusters Score -2.105565e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -21055658.000000 Penalty: 5930.042969
	Iteration 43Q: 3 clusters Score -2.105566e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -21055670.000000 Penalty: 5930.042969
	Iteration 44Q: 3 clusters Score -2.105567e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -21055646.000000 Penalty: 5930.042969
	Iteration 45Q: 3 clusters Score -2.105565e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -21055664.000000 Penalty: 5930.042969
	Iteration 46Q: 3 clusters Score -2.105566e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 151674 members 
Entering Unmasked Estep 
Score: -21055662.000000 Penalty: 5930.042969
	Iteration 47Q: 3 clusters Score -2.105566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -21055654.000000 Penalty: 5930.042969
	Iteration 48Q: 3 clusters Score -2.105565e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 151758 members 
Entering Unmasked Estep 
Score: -21055674.000000 Penalty: 5930.042969
	Iteration 49Q: 3 clusters Score -2.105567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -21055686.000000 Penalty: 5930.042969
	Iteration 50Q: 3 clusters Score -2.105569e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 151869 members 
Entering Unmasked Estep 
Score: -21055678.000000 Penalty: 5930.042969
	Iteration 51Q: 3 clusters Score -2.105568e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -21055694.000000 Penalty: 5930.042969
	Iteration 52Q: 3 clusters Score -2.105569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -21055700.000000 Penalty: 5930.042969
	Iteration 53Q: 3 clusters Score -2.10557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -21055690.000000 Penalty: 5930.042969
	Iteration 54Q: 3 clusters Score -2.105569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 152048 members 
Entering Unmasked Estep 
Score: -21055724.000000 Penalty: 5930.042969
	Iteration 55Q: 3 clusters Score -2.105572e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -21055724.000000 Penalty: 5930.042969
	Iteration 56Q: 3 clusters Score -2.105572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -21055726.000000 Penalty: 5930.042969
	Iteration 57Q: 3 clusters Score -2.105573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -21055758.000000 Penalty: 5930.042969
	Iteration 58Q: 3 clusters Score -2.105576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -21055734.000000 Penalty: 5930.042969
	Iteration 59Q: 3 clusters Score -2.105573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -21055748.000000 Penalty: 5930.042969
	Iteration 60F: 3 clusters Score -2.105575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -21055756.000000 Penalty: 5930.042969
	Iteration 61Q: 3 clusters Score -2.105576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5930.042969
	Iteration 62Q: 3 clusters Score -2.105575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -21055738.000000 Penalty: 5930.042969
	Iteration 63Q: 3 clusters Score -2.105574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
Score: -21055750.000000 Penalty: 5930.042969
	Iteration 64Q: 3 clusters Score -2.105575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 152289 members 
Entering Unmasked Estep 
Score: -21055732.000000 Penalty: 5930.042969
	Iteration 65Q: 3 clusters Score -2.105573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 152299 members 
Entering Unmasked Estep 
Score: -21055752.000000 Penalty: 5930.042969
	Iteration 66Q: 3 clusters Score -2.105575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 152309 members 
Entering Unmasked Estep 
Score: -21055742.000000 Penalty: 5930.042969
	Iteration 67Q: 3 clusters Score -2.105574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 152322 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5930.042969
	Iteration 68Q: 3 clusters Score -2.105575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -21055750.000000 Penalty: 5930.042969
	Iteration 69Q: 3 clusters Score -2.105575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 152354 members 
Entering Unmasked Estep 
Score: -21055748.000000 Penalty: 5930.042969
	Iteration 70Q: 3 clusters Score -2.105575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -21055762.000000 Penalty: 5930.042969
	Iteration 71Q: 3 clusters Score -2.105576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -21055772.000000 Penalty: 5930.042969
	Iteration 72Q: 3 clusters Score -2.105577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 152391 members 
Entering Unmasked Estep 
Score: -21055782.000000 Penalty: 5930.042969
	Iteration 73Q: 3 clusters Score -2.105578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -21055790.000000 Penalty: 5930.042969
	Iteration 74Q: 3 clusters Score -2.105579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 152408 members 
Entering Unmasked Estep 
Score: -21055780.000000 Penalty: 5930.042969
	Iteration 75Q: 3 clusters Score -2.105578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -21055778.000000 Penalty: 5930.042969
	Iteration 76Q: 3 clusters Score -2.105578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 152424 members 
Entering Unmasked Estep 
Score: -21055770.000000 Penalty: 5930.042969
	Iteration 77Q: 3 clusters Score -2.105577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -21055752.000000 Penalty: 5930.042969
	Iteration 78Q: 3 clusters Score -2.105575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -21055762.000000 Penalty: 5930.042969
	Iteration 79Q: 3 clusters Score -2.105576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -21055754.000000 Penalty: 5930.042969
	Iteration 80F: 3 clusters Score -2.105575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 152451 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5930.042969
	Iteration 81Q: 3 clusters Score -2.105575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 152455 members 
Entering Unmasked Estep 
Score: -21055750.000000 Penalty: 5930.042969
	Iteration 82Q: 3 clusters Score -2.105575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -21055750.000000 Penalty: 5930.042969
	Iteration 83Q: 3 clusters Score -2.105575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 152459 members 
Entering Unmasked Estep 
Score: -21055756.000000 Penalty: 5930.042969
	Iteration 84Q: 3 clusters Score -2.105576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -21055748.000000 Penalty: 5930.042969
	Iteration 85Q: 3 clusters Score -2.105575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 152464 members 
Entering Unmasked Estep 
Score: -21055740.000000 Penalty: 5930.042969
	Iteration 86Q: 3 clusters Score -2.105574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 152464 members 
Entering Unmasked Estep 
Score: -21055756.000000 Penalty: 5930.042969
	Iteration 87Q: 3 clusters Score -2.105576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -21055750.000000 Penalty: 5930.042969
	Iteration 88Q: 3 clusters Score -2.105575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -21055740.000000 Penalty: 5930.042969
	Iteration 89Q: 3 clusters Score -2.105574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5930.042969
	Iteration 90Q: 3 clusters Score -2.105575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -21055752.000000 Penalty: 5930.042969
	Iteration 91Q: 3 clusters Score -2.105575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -21055748.000000 Penalty: 5930.042969
	Iteration 92Q: 3 clusters Score -2.105575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5930.042969
	Iteration 93Q: 3 clusters Score -2.105575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 152485 members 
Entering Unmasked Estep 
Score: -21055762.000000 Penalty: 5930.042969
	Iteration 94Q: 3 clusters Score -2.105576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -21055766.000000 Penalty: 5930.042969
	Iteration 95Q: 3 clusters Score -2.105577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -21055754.000000 Penalty: 5930.042969
	Iteration 96Q: 3 clusters Score -2.105575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -21055760.000000 Penalty: 5930.042969
	Iteration 97Q: 3 clusters Score -2.105576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5930.042969
	Iteration 98Q: 3 clusters Score -2.105575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 152501 members 
Entering Unmasked Estep 
Score: -21055754.000000 Penalty: 5930.042969
	Iteration 99Q: 3 clusters Score -2.105575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 152504 members 
Entering Unmasked Estep 
Score: -21055758.000000 Penalty: 5930.042969
	Iteration 100F: 3 clusters Score -2.105576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -21055768.000000 Penalty: 5930.042969
	Iteration 101Q: 3 clusters Score -2.105577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 152506 members 
Entering Unmasked Estep 
Score: -21055766.000000 Penalty: 5930.042969
	Iteration 102Q: 3 clusters Score -2.105577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -21055774.000000 Penalty: 5930.042969
	Iteration 103Q: 3 clusters Score -2.105577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -21055774.000000 Penalty: 5930.042969
	Iteration 104F: 3 clusters Score -2.105577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -334377.750000 Penalty: 1938.870972
	Iteration 0F: 2 clusters Score -334377.8 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 1245 members 
Entering Unmasked Estep 
Score: -331421.937500 Penalty: 3877.741943
	Iteration 0F: 3 clusters Score -331421.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -332008.781250 Penalty: 3877.741943
	Iteration 1F: 3 clusters Score -332008.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -332142.000000 Penalty: 3877.741943
	Iteration 2F: 3 clusters Score -332142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -332219.062500 Penalty: 3877.741943
	Iteration 3Q: 3 clusters Score -332219.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -332263.843750 Penalty: 3877.741943
	Iteration 4Q: 3 clusters Score -332263.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -332296.000000 Penalty: 3877.741943
	Iteration 5Q: 3 clusters Score -332296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -332309.593750 Penalty: 3877.741943
	Iteration 6Q: 3 clusters Score -332309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -332316.375000 Penalty: 3877.741943
	Iteration 7Q: 3 clusters Score -332316.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -332321.781250 Penalty: 3877.741943
	Iteration 8Q: 3 clusters Score -332321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -332325.218750 Penalty: 3877.741943
	Iteration 9Q: 3 clusters Score -332325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -332330.593750 Penalty: 3877.741943
	Iteration 10Q: 3 clusters Score -332330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -332332.812500 Penalty: 3877.741943
	Iteration 11Q: 3 clusters Score -332332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -332335.656250 Penalty: 3877.741943
	Iteration 12Q: 3 clusters Score -332335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -332338.343750 Penalty: 3877.741943
	Iteration 13Q: 3 clusters Score -332338.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -332341.125000 Penalty: 3877.741943
	Iteration 14Q: 3 clusters Score -332341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -332342.781250 Penalty: 3877.741943
	Iteration 15Q: 3 clusters Score -332342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -332343.125000 Penalty: 3877.741943
	Iteration 16Q: 3 clusters Score -332343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -332344.593750 Penalty: 3877.741943
	Iteration 17Q: 3 clusters Score -332344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -332344.687500 Penalty: 3877.741943
	Iteration 18Q: 3 clusters Score -332344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -332345.375000 Penalty: 3877.741943
	Iteration 19Q: 3 clusters Score -332345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -332345.375000 Penalty: 3877.741943
	Iteration 20F: 3 clusters Score -332345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 238 members 
Entering Unmasked Estep 
Score: -50884.789062 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50884.79 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51177.070312 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51177.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51416.878906 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51416.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51614.746094 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51614.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51845.796875 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -51845.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52027.000000 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -52027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52172.039062 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52172.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52333.031250 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52333.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52369.542969 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52369.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52390.558594 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52390.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52399.644531 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52399.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52410.738281 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52410.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52431.804688 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52461.968750 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -52461.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52467.523438 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -52467.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52467.523438 Penalty: 3080.457520
	Iteration 15F: 3 clusters Score -52467.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26925 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40506 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 79876 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 13 contains 71431 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161865 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 178307 members 
Mstep: Class 22 contains 30602 members 
Mstep: Class 23 contains 155707 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 224 members 
Entering Unmasked Estep 
Score: -126429432.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126431256.000000 to -126429432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 138 members 
Entering Unmasked Estep 
Score: -24250.998047 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24472.486328 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24472.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24616.324219 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -24616.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24773.337891 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24773.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24896.771484 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24896.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25034.119141 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -25034.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25121.074219 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -25121.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25220.714844 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -25220.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25234.683594 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -25234.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25244.066406 Penalty: 2722.513184
	Iteration 9Q: 3 clusters Score -25244.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25250.591797 Penalty: 2722.513184
	Iteration 10Q: 3 clusters Score -25250.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25255.289062 Penalty: 2722.513184
	Iteration 11F: 3 clusters Score -25255.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25284.240234 Penalty: 2722.513184
	Iteration 12Q: 3 clusters Score -25284.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25293.632812 Penalty: 2722.513184
	Iteration 13Q: 3 clusters Score -25293.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25305.181641 Penalty: 2722.513184
	Iteration 14Q: 3 clusters Score -25305.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25334.238281 Penalty: 2722.513184
	Iteration 15Q: 3 clusters Score -25334.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25383.839844 Penalty: 2722.513184
	Iteration 16Q: 3 clusters Score -25383.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25383.839844 Penalty: 2722.513184
	Iteration 17F: 3 clusters Score -25383.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26925 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40506 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 79876 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 13 contains 71431 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161865 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 178307 members 
Mstep: Class 22 contains 30602 members 
Mstep: Class 23 contains 155707 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431200.000000 Penalty: 88796.882812
Iteration 279Q: 27 clusters Score -1.264312e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 26925 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40504 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 12901 members 
Mstep: Class 11 contains 79859 members 
Mstep: Class 12 contains 149140 members 
Mstep: Class 13 contains 71495 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161773 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 178095 members 
Mstep: Class 22 contains 30588 members 
Mstep: Class 23 contains 156078 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431272.000000 Penalty: 88796.882812
Iteration 280F: 27 clusters Score -1.264313e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8596 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 26918 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40502 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 79830 members 
Mstep: Class 12 contains 149037 members 
Mstep: Class 13 contains 71553 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161691 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 177872 members 
Mstep: Class 22 contains 30585 members 
Mstep: Class 23 contains 156470 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430928.000000 Penalty: 88796.882812
Iteration 281Q: 27 clusters Score -1.264309e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 26928 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40520 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 79808 members 
Mstep: Class 12 contains 148903 members 
Mstep: Class 13 contains 71609 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161630 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 177673 members 
Mstep: Class 22 contains 30578 members 
Mstep: Class 23 contains 156817 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430776.000000 Penalty: 88796.882812
Iteration 282Q: 27 clusters Score -1.264308e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8596 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40536 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 12889 members 
Mstep: Class 11 contains 79787 members 
Mstep: Class 12 contains 148734 members 
Mstep: Class 13 contains 71668 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161566 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 177501 members 
Mstep: Class 22 contains 30584 members 
Mstep: Class 23 contains 157154 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431008.000000 Penalty: 88796.882812
Iteration 283Q: 27 clusters Score -1.26431e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8596 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26947 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40555 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 12886 members 
Mstep: Class 11 contains 79780 members 
Mstep: Class 12 contains 148542 members 
Mstep: Class 13 contains 71723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161523 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 177365 members 
Mstep: Class 22 contains 30590 members 
Mstep: Class 23 contains 157453 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126431064.000000 Penalty: 88796.882812
Iteration 284Q: 27 clusters Score -1.264311e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8598 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26959 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 12881 members 
Mstep: Class 11 contains 79777 members 
Mstep: Class 12 contains 148352 members 
Mstep: Class 13 contains 71779 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161486 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 177239 members 
Mstep: Class 22 contains 30582 members 
Mstep: Class 23 contains 157736 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430936.000000 Penalty: 88796.882812
Iteration 285Q: 27 clusters Score -1.264309e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26974 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40581 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 12876 members 
Mstep: Class 11 contains 79780 members 
Mstep: Class 12 contains 148183 members 
Mstep: Class 13 contains 71842 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161447 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 177064 members 
Mstep: Class 22 contains 30585 members 
Mstep: Class 23 contains 158024 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430888.000000 Penalty: 88796.882812
Iteration 286Q: 27 clusters Score -1.264309e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8599 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26984 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40594 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 79764 members 
Mstep: Class 12 contains 148060 members 
Mstep: Class 13 contains 71901 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161425 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 176878 members 
Mstep: Class 22 contains 30572 members 
Mstep: Class 23 contains 158306 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430824.000000 Penalty: 88796.882812
Iteration 287Q: 27 clusters Score -1.264308e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8599 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26990 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40592 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 12870 members 
Mstep: Class 11 contains 79750 members 
Mstep: Class 12 contains 147958 members 
Mstep: Class 13 contains 71958 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10246 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161404 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 176675 members 
Mstep: Class 22 contains 30566 members 
Mstep: Class 23 contains 158594 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430840.000000 Penalty: 88796.882812
Iteration 288Q: 27 clusters Score -1.264308e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26990 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40595 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 12868 members 
Mstep: Class 11 contains 79742 members 
Mstep: Class 12 contains 147822 members 
Mstep: Class 13 contains 72015 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10246 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161404 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 176458 members 
Mstep: Class 22 contains 30567 members 
Mstep: Class 23 contains 158900 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430824.000000 Penalty: 88796.882812
Iteration 289Q: 27 clusters Score -1.264308e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 27003 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40595 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 79731 members 
Mstep: Class 12 contains 147665 members 
Mstep: Class 13 contains 72052 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161387 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 176315 members 
Mstep: Class 22 contains 30565 members 
Mstep: Class 23 contains 159187 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430568.000000 Penalty: 88796.882812
Iteration 290Q: 27 clusters Score -1.264306e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 26989 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40585 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 12861 members 
Mstep: Class 11 contains 79718 members 
Mstep: Class 12 contains 147475 members 
Mstep: Class 13 contains 72102 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161401 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 176182 members 
Mstep: Class 22 contains 30558 members 
Mstep: Class 23 contains 159489 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430552.000000 Penalty: 88796.882812
Iteration 291Q: 27 clusters Score -1.264306e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8602 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26988 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 79696 members 
Mstep: Class 12 contains 147266 members 
Mstep: Class 13 contains 72163 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161410 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 176063 members 
Mstep: Class 22 contains 30550 members 
Mstep: Class 23 contains 159789 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430512.000000 Penalty: 88796.882812
Iteration 292Q: 27 clusters Score -1.264305e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26987 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40588 members 
Mstep: Class 9 contains 8994 members 
Mstep: Class 10 contains 12855 members 
Mstep: Class 11 contains 79689 members 
Mstep: Class 12 contains 147056 members 
Mstep: Class 13 contains 72205 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161432 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 175917 members 
Mstep: Class 22 contains 30551 members 
Mstep: Class 23 contains 160085 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429984.000000 Penalty: 88796.882812
Iteration 293Q: 27 clusters Score -1.2643e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26980 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40583 members 
Mstep: Class 9 contains 8992 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 11 contains 79672 members 
Mstep: Class 12 contains 146868 members 
Mstep: Class 13 contains 72254 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161492 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 175725 members 
Mstep: Class 22 contains 30557 members 
Mstep: Class 23 contains 160382 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429968.000000 Penalty: 88796.882812
Iteration 294Q: 27 clusters Score -1.2643e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26974 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40591 members 
Mstep: Class 9 contains 8988 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 79649 members 
Mstep: Class 12 contains 146691 members 
Mstep: Class 13 contains 72301 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161565 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 175559 members 
Mstep: Class 22 contains 30554 members 
Mstep: Class 23 contains 160638 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429816.000000 Penalty: 88796.882812
Iteration 295Q: 27 clusters Score -1.264298e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8602 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26967 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40598 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 79631 members 
Mstep: Class 12 contains 146532 members 
Mstep: Class 13 contains 72327 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161620 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 175418 members 
Mstep: Class 22 contains 30549 members 
Mstep: Class 23 contains 160885 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429632.000000 Penalty: 88796.882812
Iteration 296Q: 27 clusters Score -1.264296e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26967 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 79624 members 
Mstep: Class 12 contains 146348 members 
Mstep: Class 13 contains 72354 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161682 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 175263 members 
Mstep: Class 22 contains 30541 members 
Mstep: Class 23 contains 161137 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429944.000000 Penalty: 88796.882812
Iteration 297Q: 27 clusters Score -1.264299e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 26962 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 40615 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 12839 members 
Mstep: Class 11 contains 79620 members 
Mstep: Class 12 contains 146152 members 
Mstep: Class 13 contains 72374 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161761 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 175098 members 
Mstep: Class 22 contains 30547 members 
Mstep: Class 23 contains 161405 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430184.000000 Penalty: 88796.882812
Iteration 298Q: 27 clusters Score -1.264302e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26974 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 40616 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 79619 members 
Mstep: Class 12 contains 145956 members 
Mstep: Class 13 contains 72398 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161805 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174954 members 
Mstep: Class 22 contains 30546 members 
Mstep: Class 23 contains 161665 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430240.000000 Penalty: 88796.882812
Iteration 299Q: 27 clusters Score -1.264302e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26977 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40614 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 79615 members 
Mstep: Class 12 contains 145790 members 
Mstep: Class 13 contains 72420 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161899 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174785 members 
Mstep: Class 22 contains 30539 members 
Mstep: Class 23 contains 161901 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430176.000000 Penalty: 88796.882812
Iteration 300F: 27 clusters Score -1.264302e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26981 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40618 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 12828 members 
Mstep: Class 11 contains 79607 members 
Mstep: Class 12 contains 145606 members 
Mstep: Class 13 contains 72460 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10248 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 161973 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174646 members 
Mstep: Class 22 contains 30536 members 
Mstep: Class 23 contains 162117 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430176.000000 Penalty: 88796.882812
Iteration 301Q: 27 clusters Score -1.264302e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26989 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40625 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 79601 members 
Mstep: Class 12 contains 145449 members 
Mstep: Class 13 contains 72507 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10248 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162046 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174448 members 
Mstep: Class 22 contains 30521 members 
Mstep: Class 23 contains 162362 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430448.000000 Penalty: 88796.882812
Iteration 302Q: 27 clusters Score -1.264304e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26990 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40627 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79588 members 
Mstep: Class 12 contains 145270 members 
Mstep: Class 13 contains 72553 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162082 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174325 members 
Mstep: Class 22 contains 30515 members 
Mstep: Class 23 contains 162606 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430128.000000 Penalty: 88796.882812
Iteration 303Q: 27 clusters Score -1.264301e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26983 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40630 members 
Mstep: Class 9 contains 8983 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79568 members 
Mstep: Class 12 contains 145097 members 
Mstep: Class 13 contains 72621 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162131 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174171 members 
Mstep: Class 22 contains 30511 members 
Mstep: Class 23 contains 162846 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430048.000000 Penalty: 88796.882812
Iteration 304Q: 27 clusters Score -1.2643e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26984 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 40642 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 79557 members 
Mstep: Class 12 contains 144930 members 
Mstep: Class 13 contains 72700 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10248 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162170 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 174024 members 
Mstep: Class 22 contains 30511 members 
Mstep: Class 23 contains 163046 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430040.000000 Penalty: 88796.882812
Iteration 305Q: 27 clusters Score -1.2643e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26979 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 40660 members 
Mstep: Class 9 contains 8981 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 79555 members 
Mstep: Class 12 contains 144727 members 
Mstep: Class 13 contains 72753 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162208 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173927 members 
Mstep: Class 22 contains 30503 members 
Mstep: Class 23 contains 163258 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430184.000000 Penalty: 88796.882812
Iteration 306Q: 27 clusters Score -1.264302e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8587 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26973 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40664 members 
Mstep: Class 9 contains 8979 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 79535 members 
Mstep: Class 12 contains 144555 members 
Mstep: Class 13 contains 72806 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162284 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173783 members 
Mstep: Class 22 contains 30497 members 
Mstep: Class 23 contains 163479 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430192.000000 Penalty: 88796.882812
Iteration 307Q: 27 clusters Score -1.264302e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8584 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26955 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 40670 members 
Mstep: Class 9 contains 8978 members 
Mstep: Class 10 contains 12816 members 
Mstep: Class 11 contains 79520 members 
Mstep: Class 12 contains 144362 members 
Mstep: Class 13 contains 72856 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162348 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173622 members 
Mstep: Class 22 contains 30491 members 
Mstep: Class 23 contains 163755 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430432.000000 Penalty: 88796.882812
Iteration 308Q: 27 clusters Score -1.264304e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8583 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26946 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 40674 members 
Mstep: Class 9 contains 8977 members 
Mstep: Class 10 contains 12816 members 
Mstep: Class 11 contains 79515 members 
Mstep: Class 12 contains 144174 members 
Mstep: Class 13 contains 72899 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162403 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173468 members 
Mstep: Class 22 contains 30486 members 
Mstep: Class 23 contains 164015 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430560.000000 Penalty: 88796.882812
Iteration 309Q: 27 clusters Score -1.264306e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8577 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 8976 members 
Mstep: Class 10 contains 12814 members 
Mstep: Class 11 contains 79515 members 
Mstep: Class 12 contains 143985 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162492 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173308 members 
Mstep: Class 22 contains 30482 members 
Mstep: Class 23 contains 164223 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430552.000000 Penalty: 88796.882812
Iteration 310Q: 27 clusters Score -1.264306e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26949 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40710 members 
Mstep: Class 9 contains 8975 members 
Mstep: Class 10 contains 12813 members 
Mstep: Class 11 contains 79499 members 
Mstep: Class 12 contains 143781 members 
Mstep: Class 13 contains 73004 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162562 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173198 members 
Mstep: Class 22 contains 30484 members 
Mstep: Class 23 contains 164397 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430304.000000 Penalty: 88796.882812
Iteration 311Q: 27 clusters Score -1.264303e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8572 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26948 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40720 members 
Mstep: Class 9 contains 8974 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 79489 members 
Mstep: Class 12 contains 143582 members 
Mstep: Class 13 contains 73081 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162622 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 173096 members 
Mstep: Class 22 contains 30478 members 
Mstep: Class 23 contains 164570 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430256.000000 Penalty: 88796.882812
Iteration 312Q: 27 clusters Score -1.264303e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8571 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 26943 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40728 members 
Mstep: Class 9 contains 8973 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 79463 members 
Mstep: Class 12 contains 143379 members 
Mstep: Class 13 contains 73157 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10244 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162705 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 172976 members 
Mstep: Class 22 contains 30475 members 
Mstep: Class 23 contains 164761 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430096.000000 Penalty: 88796.882812
Iteration 313Q: 27 clusters Score -1.264301e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8569 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 26947 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 8971 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 79442 members 
Mstep: Class 12 contains 143221 members 
Mstep: Class 13 contains 73237 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162752 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 172833 members 
Mstep: Class 22 contains 30466 members 
Mstep: Class 23 contains 164960 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429784.000000 Penalty: 88796.882812
Iteration 314Q: 27 clusters Score -1.264298e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 8969 members 
Mstep: Class 10 contains 12815 members 
Mstep: Class 11 contains 79423 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 73316 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162805 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 172674 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 165185 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429792.000000 Penalty: 88796.882812
Iteration 315Q: 27 clusters Score -1.264298e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8565 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26947 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 40760 members 
Mstep: Class 9 contains 8967 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 79411 members 
Mstep: Class 12 contains 142895 members 
Mstep: Class 13 contains 73410 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162864 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 172453 members 
Mstep: Class 22 contains 30461 members 
Mstep: Class 23 contains 165397 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429768.000000 Penalty: 88796.882812
Iteration 316Q: 27 clusters Score -1.264298e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26954 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 40780 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 79397 members 
Mstep: Class 12 contains 142738 members 
Mstep: Class 13 contains 73482 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162951 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 172283 members 
Mstep: Class 22 contains 30467 members 
Mstep: Class 23 contains 165548 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430040.000000 Penalty: 88796.882812
Iteration 317Q: 27 clusters Score -1.2643e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26958 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 40795 members 
Mstep: Class 9 contains 8964 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79392 members 
Mstep: Class 12 contains 142573 members 
Mstep: Class 13 contains 73560 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 162996 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 172104 members 
Mstep: Class 22 contains 30469 members 
Mstep: Class 23 contains 165756 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430080.000000 Penalty: 88796.882812
Iteration 318Q: 27 clusters Score -1.264301e+08 nChanged 1344
Entering ConstructFrom: 
Score: -126430080.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 205 members 
Entering Unmasked Estep 
Score: -40412.640625 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40412.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40652.210938 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40652.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40767.492188 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40767.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40864.777344 Penalty: 2941.076172
	Iteration 3F: 3 clusters Score -40864.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40912.542969 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -40912.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40974.292969 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -40974.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41011.988281 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -41011.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41044.882812 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -41044.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41067.468750 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -41067.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41082.976562 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -41082.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41093.269531 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -41093.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41101.242188 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -41101.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41105.644531 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -41105.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41109.554688 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -41109.55 nChanged 1
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: -41112.695312 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -41112.7 nChanged 0
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: -41112.695312 Penalty: 2941.076172
	Iteration 15F: 3 clusters Score -41112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -1088605.375000 Penalty: 2245.691162
	Iteration 0F: 2 clusters Score -1088605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1081878.625000 Penalty: 4491.382324
	Iteration 0F: 3 clusters Score -1081879 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1083773.875000 Penalty: 4491.382324
	Iteration 1F: 3 clusters Score -1083774 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1084032.875000 Penalty: 4491.382324
	Iteration 2F: 3 clusters Score -1084033 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1084226.875000 Penalty: 4491.382324
	Iteration 3F: 3 clusters Score -1084227 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1084359.000000 Penalty: 4491.382324
	Iteration 4Q: 3 clusters Score -1084359 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1084479.750000 Penalty: 4491.382324
	Iteration 5Q: 3 clusters Score -1084480 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1084567.625000 Penalty: 4491.382324
	Iteration 6Q: 3 clusters Score -1084568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1084653.375000 Penalty: 4491.382324
	Iteration 7Q: 3 clusters Score -1084653 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1084765.875000 Penalty: 4491.382324
	Iteration 8Q: 3 clusters Score -1084766 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1084887.500000 Penalty: 4491.382324
	Iteration 9Q: 3 clusters Score -1084888 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1084988.875000 Penalty: 4491.382324
	Iteration 10Q: 3 clusters Score -1084989 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1085090.000000 Penalty: 4491.382324
	Iteration 11Q: 3 clusters Score -1085090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1085179.500000 Penalty: 4491.382324
	Iteration 12Q: 3 clusters Score -1085180 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1085282.625000 Penalty: 4491.382324
	Iteration 13Q: 3 clusters Score -1085283 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1085408.375000 Penalty: 4491.382324
	Iteration 14Q: 3 clusters Score -1085408 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1085534.750000 Penalty: 4491.382324
	Iteration 15Q: 3 clusters Score -1085535 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1085658.625000 Penalty: 4491.382324
	Iteration 16Q: 3 clusters Score -1085659 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1085778.500000 Penalty: 4491.382324
	Iteration 17Q: 3 clusters Score -1085778 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1085873.000000 Penalty: 4491.382324
	Iteration 18Q: 3 clusters Score -1085873 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1085963.750000 Penalty: 4491.382324
	Iteration 19Q: 3 clusters Score -1085964 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1086044.625000 Penalty: 4491.382324
	Iteration 20F: 3 clusters Score -1086045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1086105.125000 Penalty: 4491.382324
	Iteration 21Q: 3 clusters Score -1086105 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1086144.625000 Penalty: 4491.382324
	Iteration 22Q: 3 clusters Score -1086145 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1086183.000000 Penalty: 4491.382324
	Iteration 23Q: 3 clusters Score -1086183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1086213.750000 Penalty: 4491.382324
	Iteration 24Q: 3 clusters Score -1086214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1086246.250000 Penalty: 4491.382324
	Iteration 25Q: 3 clusters Score -1086246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1086302.125000 Penalty: 4491.382324
	Iteration 26Q: 3 clusters Score -1086302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1086349.875000 Penalty: 4491.382324
	Iteration 27Q: 3 clusters Score -1086350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1086394.875000 Penalty: 4491.382324
	Iteration 28Q: 3 clusters Score -1086395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1086434.500000 Penalty: 4491.382324
	Iteration 29Q: 3 clusters Score -1086434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1086470.625000 Penalty: 4491.382324
	Iteration 30Q: 3 clusters Score -1086471 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1086493.500000 Penalty: 4491.382324
	Iteration 31Q: 3 clusters Score -1086494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1086503.875000 Penalty: 4491.382324
	Iteration 32Q: 3 clusters Score -1086504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1086520.625000 Penalty: 4491.382324
	Iteration 33Q: 3 clusters Score -1086521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1086525.500000 Penalty: 4491.382324
	Iteration 34Q: 3 clusters Score -1086526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1086533.000000 Penalty: 4491.382324
	Iteration 35Q: 3 clusters Score -1086533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1086539.500000 Penalty: 4491.382324
	Iteration 36Q: 3 clusters Score -1086540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1086542.250000 Penalty: 4491.382324
	Iteration 37Q: 3 clusters Score -1086542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1086544.375000 Penalty: 4491.382324
	Iteration 38Q: 3 clusters Score -1086544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1086546.875000 Penalty: 4491.382324
	Iteration 39Q: 3 clusters Score -1086547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1086547.500000 Penalty: 4491.382324
	Iteration 40F: 3 clusters Score -1086548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1086549.000000 Penalty: 4491.382324
	Iteration 41Q: 3 clusters Score -1086549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1086549.000000 Penalty: 4491.382324
	Iteration 42Q: 3 clusters Score -1086549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1086549.375000 Penalty: 4491.382324
	Iteration 43Q: 3 clusters Score -1086549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1086550.125000 Penalty: 4491.382324
	Iteration 44Q: 3 clusters Score -1086550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1086552.125000 Penalty: 4491.382324
	Iteration 45Q: 3 clusters Score -1086552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1086551.875000 Penalty: 4491.382324
	Iteration 46Q: 3 clusters Score -1086552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1086554.500000 Penalty: 4491.382324
	Iteration 47Q: 3 clusters Score -1086554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1086555.250000 Penalty: 4491.382324
	Iteration 48Q: 3 clusters Score -1086555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1086555.250000 Penalty: 4491.382324
	Iteration 49Q: 3 clusters Score -1086555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1086555.250000 Penalty: 4491.382324
	Iteration 50Q: 3 clusters Score -1086555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1086559.625000 Penalty: 4491.382324
	Iteration 51Q: 3 clusters Score -1086560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1086560.500000 Penalty: 4491.382324
	Iteration 52Q: 3 clusters Score -1086560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1086561.875000 Penalty: 4491.382324
	Iteration 53Q: 3 clusters Score -1086562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1086561.875000 Penalty: 4491.382324
	Iteration 54F: 3 clusters Score -1086562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Entering Unmasked Estep 
Score: -1431589.625000 Penalty: 2331.438232
	Iteration 0F: 2 clusters Score -1431590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1422618.875000 Penalty: 4662.876465
	Iteration 0F: 3 clusters Score -1422619 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1425287.125000 Penalty: 4662.876465
	Iteration 1F: 3 clusters Score -1425287 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1425738.875000 Penalty: 4662.876465
	Iteration 2F: 3 clusters Score -1425739 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1426172.125000 Penalty: 4662.876465
	Iteration 3F: 3 clusters Score -1426172 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1426634.875000 Penalty: 4662.876465
	Iteration 4F: 3 clusters Score -1426635 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1427144.500000 Penalty: 4662.876465
	Iteration 5F: 3 clusters Score -1427144 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1427725.250000 Penalty: 4662.876465
	Iteration 6F: 3 clusters Score -1427725 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1428293.500000 Penalty: 4662.876465
	Iteration 7F: 3 clusters Score -1428294 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1428711.375000 Penalty: 4662.876465
	Iteration 8F: 3 clusters Score -1428711 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1428999.500000 Penalty: 4662.876465
	Iteration 9Q: 3 clusters Score -1429000 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1429196.625000 Penalty: 4662.876465
	Iteration 10Q: 3 clusters Score -1429197 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1429349.500000 Penalty: 4662.876465
	Iteration 11Q: 3 clusters Score -1429350 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1429453.500000 Penalty: 4662.876465
	Iteration 12Q: 3 clusters Score -1429454 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1429545.250000 Penalty: 4662.876465
	Iteration 13Q: 3 clusters Score -1429545 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1429606.750000 Penalty: 4662.876465
	Iteration 14Q: 3 clusters Score -1429607 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1429659.750000 Penalty: 4662.876465
	Iteration 15Q: 3 clusters Score -1429660 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1429702.875000 Penalty: 4662.876465
	Iteration 16Q: 3 clusters Score -1429703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1429751.625000 Penalty: 4662.876465
	Iteration 17Q: 3 clusters Score -1429752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1429804.750000 Penalty: 4662.876465
	Iteration 18Q: 3 clusters Score -1429805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1429846.250000 Penalty: 4662.876465
	Iteration 19Q: 3 clusters Score -1429846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1429883.375000 Penalty: 4662.876465
	Iteration 20F: 3 clusters Score -1429883 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1429920.250000 Penalty: 4662.876465
	Iteration 21Q: 3 clusters Score -1429920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1429965.375000 Penalty: 4662.876465
	Iteration 22Q: 3 clusters Score -1429965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1430000.625000 Penalty: 4662.876465
	Iteration 23Q: 3 clusters Score -1430001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1430033.625000 Penalty: 4662.876465
	Iteration 24Q: 3 clusters Score -1430034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1430058.500000 Penalty: 4662.876465
	Iteration 25Q: 3 clusters Score -1430058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1430080.250000 Penalty: 4662.876465
	Iteration 26Q: 3 clusters Score -1430080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1430093.250000 Penalty: 4662.876465
	Iteration 27Q: 3 clusters Score -1430093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1430112.750000 Penalty: 4662.876465
	Iteration 28Q: 3 clusters Score -1430113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1430124.875000 Penalty: 4662.876465
	Iteration 29Q: 3 clusters Score -1430125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1430132.250000 Penalty: 4662.876465
	Iteration 30Q: 3 clusters Score -1430132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1430145.375000 Penalty: 4662.876465
	Iteration 31Q: 3 clusters Score -1430145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1430156.500000 Penalty: 4662.876465
	Iteration 32Q: 3 clusters Score -1430156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1430163.500000 Penalty: 4662.876465
	Iteration 33Q: 3 clusters Score -1430164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1430171.625000 Penalty: 4662.876465
	Iteration 34Q: 3 clusters Score -1430172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1430173.875000 Penalty: 4662.876465
	Iteration 35Q: 3 clusters Score -1430174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1430179.000000 Penalty: 4662.876465
	Iteration 36Q: 3 clusters Score -1430179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1430183.625000 Penalty: 4662.876465
	Iteration 37Q: 3 clusters Score -1430184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1430188.000000 Penalty: 4662.876465
	Iteration 38Q: 3 clusters Score -1430188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1430194.875000 Penalty: 4662.876465
	Iteration 39Q: 3 clusters Score -1430195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1430198.375000 Penalty: 4662.876465
	Iteration 40F: 3 clusters Score -1430198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1430202.750000 Penalty: 4662.876465
	Iteration 41Q: 3 clusters Score -1430203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1430205.750000 Penalty: 4662.876465
	Iteration 42Q: 3 clusters Score -1430206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1430216.250000 Penalty: 4662.876465
	Iteration 43Q: 3 clusters Score -1430216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1430223.875000 Penalty: 4662.876465
	Iteration 44Q: 3 clusters Score -1430224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1430228.750000 Penalty: 4662.876465
	Iteration 45Q: 3 clusters Score -1430229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1430235.125000 Penalty: 4662.876465
	Iteration 46Q: 3 clusters Score -1430235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1430241.750000 Penalty: 4662.876465
	Iteration 47Q: 3 clusters Score -1430242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1430250.625000 Penalty: 4662.876465
	Iteration 48Q: 3 clusters Score -1430251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1430261.250000 Penalty: 4662.876465
	Iteration 49Q: 3 clusters Score -1430261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1430264.625000 Penalty: 4662.876465
	Iteration 50Q: 3 clusters Score -1430265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1430276.250000 Penalty: 4662.876465
	Iteration 51Q: 3 clusters Score -1430276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1430287.000000 Penalty: 4662.876465
	Iteration 52Q: 3 clusters Score -1430287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1430295.750000 Penalty: 4662.876465
	Iteration 53Q: 3 clusters Score -1430296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1430304.625000 Penalty: 4662.876465
	Iteration 54Q: 3 clusters Score -1430305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1430319.625000 Penalty: 4662.876465
	Iteration 55Q: 3 clusters Score -1430320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1430325.750000 Penalty: 4662.876465
	Iteration 56Q: 3 clusters Score -1430326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1430330.125000 Penalty: 4662.876465
	Iteration 57Q: 3 clusters Score -1430330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1430341.625000 Penalty: 4662.876465
	Iteration 58Q: 3 clusters Score -1430342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1430349.500000 Penalty: 4662.876465
	Iteration 59Q: 3 clusters Score -1430350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1430363.500000 Penalty: 4662.876465
	Iteration 60F: 3 clusters Score -1430364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1430373.500000 Penalty: 4662.876465
	Iteration 61Q: 3 clusters Score -1430374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1430387.625000 Penalty: 4662.876465
	Iteration 62Q: 3 clusters Score -1430388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1430394.875000 Penalty: 4662.876465
	Iteration 63Q: 3 clusters Score -1430395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1430397.125000 Penalty: 4662.876465
	Iteration 64Q: 3 clusters Score -1430397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1430397.375000 Penalty: 4662.876465
	Iteration 65Q: 3 clusters Score -1430397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1430401.875000 Penalty: 4662.876465
	Iteration 66Q: 3 clusters Score -1430402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1430403.250000 Penalty: 4662.876465
	Iteration 67Q: 3 clusters Score -1430403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1430405.000000 Penalty: 4662.876465
	Iteration 68Q: 3 clusters Score -1430405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1430404.375000 Penalty: 4662.876465
	Iteration 69Q: 3 clusters Score -1430404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1430405.625000 Penalty: 4662.876465
	Iteration 70Q: 3 clusters Score -1430406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1430408.125000 Penalty: 4662.876465
	Iteration 71Q: 3 clusters Score -1430408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1430410.750000 Penalty: 4662.876465
	Iteration 72Q: 3 clusters Score -1430411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1430410.750000 Penalty: 4662.876465
	Iteration 73F: 3 clusters Score -1430411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -179020.796875 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -179020.8 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 633 members 
Entering Unmasked Estep 
Score: -176818.328125 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -176818.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -177137.546875 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -177137.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -177212.953125 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -177213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -177258.078125 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -177258.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177292.734375 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -177292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177312.171875 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -177312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -177322.328125 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -177322.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177336.062500 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -177336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -177342.062500 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -177342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -177345.687500 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -177345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -177349.328125 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -177349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177351.281250 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -177351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -177352.125000 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -177352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -177352.125000 Penalty: 3568.440674
	Iteration 13F: 3 clusters Score -177352.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Entering Unmasked Estep 
Score: -3674499.750000 Penalty: 2530.205811
	Iteration 0F: 2 clusters Score -3674500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3655912.500000 Penalty: 5060.411621
	Iteration 0F: 3 clusters Score -3655912 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3662449.750000 Penalty: 5060.411621
	Iteration 1F: 3 clusters Score -3662450 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3662812.000000 Penalty: 5060.411621
	Iteration 2Q: 3 clusters Score -3662812 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3663170.500000 Penalty: 5060.411621
	Iteration 3Q: 3 clusters Score -3663170 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3663533.750000 Penalty: 5060.411621
	Iteration 4Q: 3 clusters Score -3663534 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3663993.750000 Penalty: 5060.411621
	Iteration 5Q: 3 clusters Score -3663994 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3664655.750000 Penalty: 5060.411621
	Iteration 6Q: 3 clusters Score -3664656 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3665667.000000 Penalty: 5060.411621
	Iteration 7F: 3 clusters Score -3665667 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3667102.000000 Penalty: 5060.411621
	Iteration 8F: 3 clusters Score -3667102 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3668742.750000 Penalty: 5060.411621
	Iteration 9F: 3 clusters Score -3668743 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3670320.500000 Penalty: 5060.411621
	Iteration 10F: 3 clusters Score -3670320 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3671332.250000 Penalty: 5060.411621
	Iteration 11Q: 3 clusters Score -3671332 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3671845.000000 Penalty: 5060.411621
	Iteration 12Q: 3 clusters Score -3671845 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3672051.500000 Penalty: 5060.411621
	Iteration 13Q: 3 clusters Score -3672052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3672160.000000 Penalty: 5060.411621
	Iteration 14Q: 3 clusters Score -3672160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3672221.000000 Penalty: 5060.411621
	Iteration 15Q: 3 clusters Score -3672221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3672253.750000 Penalty: 5060.411621
	Iteration 16Q: 3 clusters Score -3672254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3672280.500000 Penalty: 5060.411621
	Iteration 17Q: 3 clusters Score -3672280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3672288.750000 Penalty: 5060.411621
	Iteration 18Q: 3 clusters Score -3672289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3672295.750000 Penalty: 5060.411621
	Iteration 19Q: 3 clusters Score -3672296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3672307.250000 Penalty: 5060.411621
	Iteration 20F: 3 clusters Score -3672307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3672304.000000 Penalty: 5060.411621
	Iteration 21Q: 3 clusters Score -3672304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3672308.000000 Penalty: 5060.411621
	Iteration 22Q: 3 clusters Score -3672308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3672311.250000 Penalty: 5060.411621
	Iteration 23Q: 3 clusters Score -3672311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3672311.250000 Penalty: 5060.411621
	Iteration 24F: 3 clusters Score -3672311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67952.882812 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67952.88 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68147.718750 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68147.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68257.679688 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -68257.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68338.523438 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -68338.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68383.781250 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -68383.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68401.085938 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -68401.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68416.773438 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -68416.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68427.171875 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -68427.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68429.148438 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -68429.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68436.609375 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -68436.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68439.679688 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -68439.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68455.554688 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -68455.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68481.617188 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -68481.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68508.507812 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -68508.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68526.406250 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -68526.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68561.445312 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -68561.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68617.132812 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -68617.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68681.429688 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -68681.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68706.507812 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -68706.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68735.070312 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -68735.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68753.085938 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -68753.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68771.257812 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -68771.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68789.609375 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -68789.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68809.648438 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -68809.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68850.734375 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -68850.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68891.484375 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -68891.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68960.406250 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -68960.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69008.265625 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -69008.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69040.843750 Penalty: 3153.489746
	Iteration 28Q: 3 clusters Score -69040.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69077.031250 Penalty: 3153.489746
	Iteration 29Q: 3 clusters Score -69077.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69130.773438 Penalty: 3153.489746
	Iteration 30Q: 3 clusters Score -69130.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69168.695312 Penalty: 3153.489746
	Iteration 31Q: 3 clusters Score -69168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69168.695312 Penalty: 3153.489746
	Iteration 32F: 3 clusters Score -69168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -239150.421875 Penalty: 1874.641479
	Iteration 0F: 2 clusters Score -239150.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -236620.765625 Penalty: 3749.282959
	Iteration 0F: 3 clusters Score -236620.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -237057.187500 Penalty: 3749.282959
	Iteration 1F: 3 clusters Score -237057.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237221.593750 Penalty: 3749.282959
	Iteration 2F: 3 clusters Score -237221.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237306.437500 Penalty: 3749.282959
	Iteration 3Q: 3 clusters Score -237306.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -237403.484375 Penalty: 3749.282959
	Iteration 4Q: 3 clusters Score -237403.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -237523.656250 Penalty: 3749.282959
	Iteration 5Q: 3 clusters Score -237523.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -237648.406250 Penalty: 3749.282959
	Iteration 6Q: 3 clusters Score -237648.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -237798.812500 Penalty: 3749.282959
	Iteration 7Q: 3 clusters Score -237798.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -237964.609375 Penalty: 3749.282959
	Iteration 8F: 3 clusters Score -237964.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -238115.468750 Penalty: 3749.282959
	Iteration 9Q: 3 clusters Score -238115.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -238281.828125 Penalty: 3749.282959
	Iteration 10Q: 3 clusters Score -238281.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -238396.156250 Penalty: 3749.282959
	Iteration 11Q: 3 clusters Score -238396.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -238467.625000 Penalty: 3749.282959
	Iteration 12Q: 3 clusters Score -238467.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -238515.578125 Penalty: 3749.282959
	Iteration 13Q: 3 clusters Score -238515.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -238543.078125 Penalty: 3749.282959
	Iteration 14Q: 3 clusters Score -238543.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -238562.640625 Penalty: 3749.282959
	Iteration 15Q: 3 clusters Score -238562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -238577.656250 Penalty: 3749.282959
	Iteration 16Q: 3 clusters Score -238577.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -238588.609375 Penalty: 3749.282959
	Iteration 17Q: 3 clusters Score -238588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -238597.046875 Penalty: 3749.282959
	Iteration 18Q: 3 clusters Score -238597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -238603.828125 Penalty: 3749.282959
	Iteration 19Q: 3 clusters Score -238603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -238614.375000 Penalty: 3749.282959
	Iteration 20F: 3 clusters Score -238614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -238672.453125 Penalty: 3749.282959
	Iteration 21Q: 3 clusters Score -238672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -238720.906250 Penalty: 3749.282959
	Iteration 22Q: 3 clusters Score -238720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -238738.453125 Penalty: 3749.282959
	Iteration 23Q: 3 clusters Score -238738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -238757.171875 Penalty: 3749.282959
	Iteration 24Q: 3 clusters Score -238757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -238770.250000 Penalty: 3749.282959
	Iteration 25Q: 3 clusters Score -238770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -238774.812500 Penalty: 3749.282959
	Iteration 26Q: 3 clusters Score -238774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -238785.734375 Penalty: 3749.282959
	Iteration 27Q: 3 clusters Score -238785.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -238789.796875 Penalty: 3749.282959
	Iteration 28Q: 3 clusters Score -238789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -238791.500000 Penalty: 3749.282959
	Iteration 29Q: 3 clusters Score -238791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -238792.328125 Penalty: 3749.282959
	Iteration 30Q: 3 clusters Score -238792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -238793.796875 Penalty: 3749.282959
	Iteration 31Q: 3 clusters Score -238793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -238793.796875 Penalty: 3749.282959
	Iteration 32F: 3 clusters Score -238793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Entering Unmasked Estep 
Score: -5560774.000000 Penalty: 2632.973877
	Iteration 0F: 2 clusters Score -5560774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5533255.000000 Penalty: 5265.947754
	Iteration 0F: 3 clusters Score -5533255 nChanged 18633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5543477.000000 Penalty: 5265.947754
	Iteration 1F: 3 clusters Score -5543477 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5544140.500000 Penalty: 5265.947754
	Iteration 2Q: 3 clusters Score -5544140 nChanged 1751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5546572 nChanged 1962
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Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5547685 nChanged 2064
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Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5548872 nChanged 2130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5550155 nChanged 2113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5551368 nChanged 1983
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Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5552364 nChanged 1630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5553087 nChanged 1201
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Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5553400 nChanged 797
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Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5553586 nChanged 554
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Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5553706 nChanged 402
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Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5553756 nChanged 344
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Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5553798 nChanged 291
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Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5553851 nChanged 255
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Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5553884 nChanged 212
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Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5553908 nChanged 172
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Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5553924 nChanged 157
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Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5553944 nChanged 167
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Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5553970 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5553998 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5554024 nChanged 124
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Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5554024 nChanged 108
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Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5554032 nChanged 118
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Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5554042 nChanged 121
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Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5554066 nChanged 132
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Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5554067 nChanged 123
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Mstep: Class 1 contains 25190 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5554074 nChanged 147
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Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5554090 nChanged 112
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Mstep: Class 1 contains 25317 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5554088 nChanged 116
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Mstep: Class 1 contains 25385 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5554106 nChanged 106
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Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5554094 nChanged 112
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5554111 nChanged 95
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Mstep: Class 1 contains 25614 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5554130 nChanged 80
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Mstep: Class 1 contains 25664 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5554118 nChanged 76
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Mstep: Class 1 contains 25708 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5554122 nChanged 77
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Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5554124 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5554134 nChanged 85
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Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5554133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5554147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5554150 nChanged 71
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Mstep: Class 1 contains 26098 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5554156 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5554158 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5554161 nChanged 91
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Mstep: Class 1 contains 26320 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5554180 nChanged 93
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Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5554202 nChanged 105
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Mstep: Class 1 contains 26500 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5554200 nChanged 97
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Mstep: Class 1 contains 26581 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5554210 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5554232 nChanged 93
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Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5554250 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26831 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5554251 nChanged 86
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Mstep: Class 1 contains 26907 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5554261 nChanged 99
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Mstep: Class 1 contains 27004 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5554276 nChanged 107
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5554284 nChanged 121
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Mstep: Class 1 contains 27224 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5554310 nChanged 135
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Mstep: Class 1 contains 27355 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5554322 nChanged 133
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Mstep: Class 1 contains 27484 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5554308 nChanged 136
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Mstep: Class 1 contains 27614 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5554316 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 13071 members 
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	Iteration 61Q: 3 clusters Score -5554342 nChanged 168
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Mstep: Class 1 contains 27907 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5554348 nChanged 190
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Mstep: Class 1 contains 28093 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5554368 nChanged 200
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Mstep: Class 1 contains 28293 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5554392 nChanged 224
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Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5554419 nChanged 236
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Mstep: Class 1 contains 28751 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5554444 nChanged 245
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Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5554514 nChanged 258
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Mstep: Class 1 contains 29246 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5554527 nChanged 276
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Mstep: Class 1 contains 29520 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5554584 nChanged 286
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Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5554644 nChanged 311
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Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5554712 nChanged 333
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Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5554772 nChanged 321
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Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5554830 nChanged 378
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Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5554920 nChanged 427
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Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5555037 nChanged 452
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Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5555156 nChanged 471
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Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5555296 nChanged 494
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Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5555416 nChanged 497
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Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5555578 nChanged 511
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Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5555766.500000 Penalty: 5265.947754
	Iteration 80F: 3 clusters Score -5555766 nChanged 527
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Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5555970 nChanged 543
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Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5556150 nChanged 499
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Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5556329.500000 Penalty: 5265.947754
	Iteration 83Q: 3 clusters Score -5556330 nChanged 474
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Mstep: Class 1 contains 36010 members 
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Entering Unmasked Estep 
Score: -5556514.500000 Penalty: 5265.947754
	Iteration 84Q: 3 clusters Score -5556514 nChanged 464
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Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5556705 nChanged 463
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Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5556921 nChanged 442
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Mstep: Class 1 contains 37371 members 
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Entering Unmasked Estep 
Score: -5557113.500000 Penalty: 5265.947754
	Iteration 87Q: 3 clusters Score -5557114 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5557308 nChanged 361
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Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5557470 nChanged 309
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Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5557630 nChanged 295
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Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5557758.500000 Penalty: 5265.947754
	Iteration 91Q: 3 clusters Score -5557758 nChanged 233
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Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5557882.500000 Penalty: 5265.947754
	Iteration 92Q: 3 clusters Score -5557882 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5557996.500000 Penalty: 5265.947754
	Iteration 93Q: 3 clusters Score -5557996 nChanged 172
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Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5558092.000000 Penalty: 5265.947754
	Iteration 94Q: 3 clusters Score -5558092 nChanged 140
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Entering Unmasked Estep 
Score: -5558163.000000 Penalty: 5265.947754
	Iteration 95Q: 3 clusters Score -5558163 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5558227.000000 Penalty: 5265.947754
	Iteration 96Q: 3 clusters Score -5558227 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5558257.500000 Penalty: 5265.947754
	Iteration 97Q: 3 clusters Score -5558258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5558315.000000 Penalty: 5265.947754
	Iteration 98Q: 3 clusters Score -5558315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5558353.500000 Penalty: 5265.947754
	Iteration 99Q: 3 clusters Score -5558354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5558393.500000 Penalty: 5265.947754
	Iteration 100F: 3 clusters Score -5558394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5558408.000000 Penalty: 5265.947754
	Iteration 101Q: 3 clusters Score -5558408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5558432.500000 Penalty: 5265.947754
	Iteration 102Q: 3 clusters Score -5558432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5558460.000000 Penalty: 5265.947754
	Iteration 103Q: 3 clusters Score -5558460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5558477.000000 Penalty: 5265.947754
	Iteration 104Q: 3 clusters Score -5558477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5558485.000000 Penalty: 5265.947754
	Iteration 105Q: 3 clusters Score -5558485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5558496.000000 Penalty: 5265.947754
	Iteration 106Q: 3 clusters Score -5558496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5558510.000000 Penalty: 5265.947754
	Iteration 107Q: 3 clusters Score -5558510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5558513.000000 Penalty: 5265.947754
	Iteration 108Q: 3 clusters Score -5558513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5558518.000000 Penalty: 5265.947754
	Iteration 109Q: 3 clusters Score -5558518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5558516.000000 Penalty: 5265.947754
	Iteration 110Q: 3 clusters Score -5558516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5558520.500000 Penalty: 5265.947754
	Iteration 111Q: 3 clusters Score -5558520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5558524.500000 Penalty: 5265.947754
	Iteration 112Q: 3 clusters Score -5558524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5558519.500000 Penalty: 5265.947754
	Iteration 113Q: 3 clusters Score -5558520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5558515.500000 Penalty: 5265.947754
	Iteration 114Q: 3 clusters Score -5558516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5558523.000000 Penalty: 5265.947754
	Iteration 115Q: 3 clusters Score -5558523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5558521.000000 Penalty: 5265.947754
	Iteration 116Q: 3 clusters Score -5558521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5558522.500000 Penalty: 5265.947754
	Iteration 117Q: 3 clusters Score -5558522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5558522.500000 Penalty: 5265.947754
	Iteration 118F: 3 clusters Score -5558522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -1155191.875000 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -1155192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1148130.625000 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -1148131 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1150103.000000 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -1150103 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1150402.000000 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -1150402 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1150674.125000 Penalty: 4514.026855
	Iteration 3F: 3 clusters Score -1150674 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1150968.500000 Penalty: 4514.026855
	Iteration 4F: 3 clusters Score -1150968 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1151332.750000 Penalty: 4514.026855
	Iteration 5F: 3 clusters Score -1151333 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1151748.250000 Penalty: 4514.026855
	Iteration 6F: 3 clusters Score -1151748 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1152133.875000 Penalty: 4514.026855
	Iteration 7F: 3 clusters Score -1152134 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1152539.250000 Penalty: 4514.026855
	Iteration 8F: 3 clusters Score -1152539 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1152928.375000 Penalty: 4514.026855
	Iteration 9F: 3 clusters Score -1152928 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1153233.250000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -1153233 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1153469.375000 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -1153469 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1153627.375000 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -1153627 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1153745.750000 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -1153746 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1153841.000000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -1153841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1153888.625000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -1153889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1153921.875000 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -1153922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1153948.375000 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -1153948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1153966.875000 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -1153967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1153983.125000 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -1153983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1153995.000000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -1153995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1154001.625000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -1154002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1154005.750000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -1154006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1154011.000000 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -1154011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1154022.500000 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -1154022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1154027.000000 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -1154027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1154037.250000 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -1154037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1154047.750000 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -1154048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1154055.250000 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -1154055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1154059.125000 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -1154059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1154066.625000 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -1154067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1154068.875000 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -1154069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1154075.250000 Penalty: 4514.026855
	Iteration 32Q: 3 clusters Score -1154075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1154084.875000 Penalty: 4514.026855
	Iteration 33Q: 3 clusters Score -1154085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1154090.875000 Penalty: 4514.026855
	Iteration 34Q: 3 clusters Score -1154091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1154101.375000 Penalty: 4514.026855
	Iteration 35Q: 3 clusters Score -1154101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1154112.500000 Penalty: 4514.026855
	Iteration 36Q: 3 clusters Score -1154112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1154116.375000 Penalty: 4514.026855
	Iteration 37Q: 3 clusters Score -1154116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1154117.875000 Penalty: 4514.026855
	Iteration 38Q: 3 clusters Score -1154118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1154120.375000 Penalty: 4514.026855
	Iteration 39Q: 3 clusters Score -1154120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1154122.125000 Penalty: 4514.026855
	Iteration 40F: 3 clusters Score -1154122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1154123.250000 Penalty: 4514.026855
	Iteration 41Q: 3 clusters Score -1154123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1154123.875000 Penalty: 4514.026855
	Iteration 42Q: 3 clusters Score -1154124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1154124.500000 Penalty: 4514.026855
	Iteration 43Q: 3 clusters Score -1154124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1154131.125000 Penalty: 4514.026855
	Iteration 44Q: 3 clusters Score -1154131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1154141.750000 Penalty: 4514.026855
	Iteration 45Q: 3 clusters Score -1154142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1154153.375000 Penalty: 4514.026855
	Iteration 46Q: 3 clusters Score -1154153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1154163.500000 Penalty: 4514.026855
	Iteration 47Q: 3 clusters Score -1154164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1154166.875000 Penalty: 4514.026855
	Iteration 48Q: 3 clusters Score -1154167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1154173.875000 Penalty: 4514.026855
	Iteration 49Q: 3 clusters Score -1154174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1154176.250000 Penalty: 4514.026855
	Iteration 50Q: 3 clusters Score -1154176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1154178.750000 Penalty: 4514.026855
	Iteration 51Q: 3 clusters Score -1154179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1154178.750000 Penalty: 4514.026855
	Iteration 52Q: 3 clusters Score -1154179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1154178.750000 Penalty: 4514.026855
	Iteration 53Q: 3 clusters Score -1154179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1154182.500000 Penalty: 4514.026855
	Iteration 54Q: 3 clusters Score -1154182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1154183.000000 Penalty: 4514.026855
	Iteration 55Q: 3 clusters Score -1154183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1154182.375000 Penalty: 4514.026855
	Iteration 56Q: 3 clusters Score -1154182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1154182.375000 Penalty: 4514.026855
	Iteration 57F: 3 clusters Score -1154182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Entering Unmasked Estep 
Score: -1660114.875000 Penalty: 2345.811523
	Iteration 0F: 2 clusters Score -1660115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1650637.625000 Penalty: 4691.623047
	Iteration 0F: 3 clusters Score -1650638 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1653481.625000 Penalty: 4691.623047
	Iteration 1F: 3 clusters Score -1653482 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1653816.875000 Penalty: 4691.623047
	Iteration 2F: 3 clusters Score -1653817 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1654143.875000 Penalty: 4691.623047
	Iteration 3F: 3 clusters Score -1654144 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1654482.500000 Penalty: 4691.623047
	Iteration 4F: 3 clusters Score -1654482 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1654829.500000 Penalty: 4691.623047
	Iteration 5F: 3 clusters Score -1654830 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1655283.875000 Penalty: 4691.623047
	Iteration 6F: 3 clusters Score -1655284 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1655873.875000 Penalty: 4691.623047
	Iteration 7F: 3 clusters Score -1655874 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1656540.000000 Penalty: 4691.623047
	Iteration 8F: 3 clusters Score -1656540 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1657159.250000 Penalty: 4691.623047
	Iteration 9F: 3 clusters Score -1657159 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1657659.875000 Penalty: 4691.623047
	Iteration 10Q: 3 clusters Score -1657660 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1658017.500000 Penalty: 4691.623047
	Iteration 11Q: 3 clusters Score -1658018 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1658276.625000 Penalty: 4691.623047
	Iteration 12Q: 3 clusters Score -1658277 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1658482.125000 Penalty: 4691.623047
	Iteration 13Q: 3 clusters Score -1658482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1658617.125000 Penalty: 4691.623047
	Iteration 14Q: 3 clusters Score -1658617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1658683.250000 Penalty: 4691.623047
	Iteration 15Q: 3 clusters Score -1658683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1658717.375000 Penalty: 4691.623047
	Iteration 16Q: 3 clusters Score -1658717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658733.125000 Penalty: 4691.623047
	Iteration 17Q: 3 clusters Score -1658733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1658741.625000 Penalty: 4691.623047
	Iteration 18Q: 3 clusters Score -1658742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658746.375000 Penalty: 4691.623047
	Iteration 19Q: 3 clusters Score -1658746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658748.375000 Penalty: 4691.623047
	Iteration 20F: 3 clusters Score -1658748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1658749.375000 Penalty: 4691.623047
	Iteration 21Q: 3 clusters Score -1658749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1658750.125000 Penalty: 4691.623047
	Iteration 22Q: 3 clusters Score -1658750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1658751.625000 Penalty: 4691.623047
	Iteration 23Q: 3 clusters Score -1658752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1658755.125000 Penalty: 4691.623047
	Iteration 24Q: 3 clusters Score -1658755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1658755.875000 Penalty: 4691.623047
	Iteration 25Q: 3 clusters Score -1658756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1658755.875000 Penalty: 4691.623047
	Iteration 26F: 3 clusters Score -1658756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (79379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Entering Unmasked Estep 
Score: -10483362.000000 Penalty: 2797.933350
	Iteration 0F: 2 clusters Score -1.048336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -10429964.000000 Penalty: 5595.866699
	Iteration 0F: 3 clusters Score -1.042996e+07 nChanged 37218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -10451412.000000 Penalty: 5595.866699
	Iteration 1F: 3 clusters Score -1.045141e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -10452170.000000 Penalty: 5595.866699
	Iteration 2Q: 3 clusters Score -1.045217e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -10453080.000000 Penalty: 5595.866699
	Iteration 3Q: 3 clusters Score -1.045308e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -10454228.000000 Penalty: 5595.866699
	Iteration 4Q: 3 clusters Score -1.045423e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -10455844.000000 Penalty: 5595.866699
	Iteration 5Q: 3 clusters Score -1.045584e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -10458097.000000 Penalty: 5595.866699
	Iteration 6Q: 3 clusters Score -1.04581e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -10461072.000000 Penalty: 5595.866699
	Iteration 7F: 3 clusters Score -1.046107e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -10464863.000000 Penalty: 5595.866699
	Iteration 8F: 3 clusters Score -1.046486e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -10468916.000000 Penalty: 5595.866699
	Iteration 9F: 3 clusters Score -1.046892e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -10472837.000000 Penalty: 5595.866699
	Iteration 10F: 3 clusters Score -1.047284e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -10475993.000000 Penalty: 5595.866699
	Iteration 11Q: 3 clusters Score -1.047599e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -10478136.000000 Penalty: 5595.866699
	Iteration 12Q: 3 clusters Score -1.047814e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -10479525.000000 Penalty: 5595.866699
	Iteration 13Q: 3 clusters Score -1.047952e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -10480216.000000 Penalty: 5595.866699
	Iteration 14Q: 3 clusters Score -1.048022e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -10480601.000000 Penalty: 5595.866699
	Iteration 15Q: 3 clusters Score -1.04806e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -10480811.000000 Penalty: 5595.866699
	Iteration 16Q: 3 clusters Score -1.048081e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -10480948.000000 Penalty: 5595.866699
	Iteration 17Q: 3 clusters Score -1.048095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -10481035.000000 Penalty: 5595.866699
	Iteration 18Q: 3 clusters Score -1.048104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -10481064.000000 Penalty: 5595.866699
	Iteration 19Q: 3 clusters Score -1.048106e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -10481096.000000 Penalty: 5595.866699
	Iteration 20F: 3 clusters Score -1.04811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -10481101.000000 Penalty: 5595.866699
	Iteration 21Q: 3 clusters Score -1.04811e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -10481109.000000 Penalty: 5595.866699
	Iteration 22Q: 3 clusters Score -1.048111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -10481127.000000 Penalty: 5595.866699
	Iteration 23Q: 3 clusters Score -1.048113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -10481123.000000 Penalty: 5595.866699
	Iteration 24Q: 3 clusters Score -1.048112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -10481130.000000 Penalty: 5595.866699
	Iteration 25Q: 3 clusters Score -1.048113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -10481141.000000 Penalty: 5595.866699
	Iteration 26Q: 3 clusters Score -1.048114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10481126.000000 Penalty: 5595.866699
	Iteration 27Q: 3 clusters Score -1.048113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -10481137.000000 Penalty: 5595.866699
	Iteration 28Q: 3 clusters Score -1.048114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -10481144.000000 Penalty: 5595.866699
	Iteration 29Q: 3 clusters Score -1.048114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -10481153.000000 Penalty: 5595.866699
	Iteration 30Q: 3 clusters Score -1.048115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -10481148.000000 Penalty: 5595.866699
	Iteration 31Q: 3 clusters Score -1.048115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -10481151.000000 Penalty: 5595.866699
	Iteration 32Q: 3 clusters Score -1.048115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -10481151.000000 Penalty: 5595.866699
	Iteration 33F: 3 clusters Score -1.048115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (142376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142376 members 
Entering Unmasked Estep 
Score: -19222770.000000 Penalty: 2942.824219
	Iteration 0F: 2 clusters Score -1.922277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -19127790.000000 Penalty: 5885.648438
	Iteration 0F: 3 clusters Score -1.912779e+07 nChanged 67876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -19166856.000000 Penalty: 5885.648438
	Iteration 1F: 3 clusters Score -1.916686e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -19167640.000000 Penalty: 5885.648438
	Iteration 2Q: 3 clusters Score -1.916764e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -19168816.000000 Penalty: 5885.648438
	Iteration 3Q: 3 clusters Score -1.916882e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -19170282.000000 Penalty: 5885.648438
	Iteration 4Q: 3 clusters Score -1.917028e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -19172620.000000 Penalty: 5885.648438
	Iteration 5Q: 3 clusters Score -1.917262e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -19176450.000000 Penalty: 5885.648438
	Iteration 6Q: 3 clusters Score -1.917645e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -19182472.000000 Penalty: 5885.648438
	Iteration 7F: 3 clusters Score -1.918247e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -19189938.000000 Penalty: 5885.648438
	Iteration 8F: 3 clusters Score -1.918994e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -19197188.000000 Penalty: 5885.648438
	Iteration 9F: 3 clusters Score -1.919719e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -19203360.000000 Penalty: 5885.648438
	Iteration 10F: 3 clusters Score -1.920336e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -19206914.000000 Penalty: 5885.648438
	Iteration 11Q: 3 clusters Score -1.920691e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -19208680.000000 Penalty: 5885.648438
	Iteration 12Q: 3 clusters Score -1.920868e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -19209980.000000 Penalty: 5885.648438
	Iteration 13Q: 3 clusters Score -1.920998e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -19210876.000000 Penalty: 5885.648438
	Iteration 14Q: 3 clusters Score -1.921088e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -19211720.000000 Penalty: 5885.648438
	Iteration 15Q: 3 clusters Score -1.921172e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -19212782.000000 Penalty: 5885.648438
	Iteration 16Q: 3 clusters Score -1.921278e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 127416 members 
Entering Unmasked Estep 
Score: -19213644.000000 Penalty: 5885.648438
	Iteration 17Q: 3 clusters Score -1.921364e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -19214484.000000 Penalty: 5885.648438
	Iteration 18Q: 3 clusters Score -1.921448e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -19215284.000000 Penalty: 5885.648438
	Iteration 19Q: 3 clusters Score -1.921528e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 132572 members 
Entering Unmasked Estep 
Score: -19215998.000000 Penalty: 5885.648438
	Iteration 20F: 3 clusters Score -1.9216e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 133956 members 
Entering Unmasked Estep 
Score: -19216658.000000 Penalty: 5885.648438
	Iteration 21Q: 3 clusters Score -1.921666e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -19217234.000000 Penalty: 5885.648438
	Iteration 22Q: 3 clusters Score -1.921723e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -19217906.000000 Penalty: 5885.648438
	Iteration 23Q: 3 clusters Score -1.921791e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 137004 members 
Entering Unmasked Estep 
Score: -19218348.000000 Penalty: 5885.648438
	Iteration 24Q: 3 clusters Score -1.921835e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -19218628.000000 Penalty: 5885.648438
	Iteration 25Q: 3 clusters Score -1.921863e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -19218912.000000 Penalty: 5885.648438
	Iteration 26Q: 3 clusters Score -1.921891e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -19219142.000000 Penalty: 5885.648438
	Iteration 27Q: 3 clusters Score -1.921914e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -19219352.000000 Penalty: 5885.648438
	Iteration 28Q: 3 clusters Score -1.921935e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 139557 members 
Entering Unmasked Estep 
Score: -19219488.000000 Penalty: 5885.648438
	Iteration 29Q: 3 clusters Score -1.921949e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -19219658.000000 Penalty: 5885.648438
	Iteration 30Q: 3 clusters Score -1.921966e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -19219768.000000 Penalty: 5885.648438
	Iteration 31Q: 3 clusters Score -1.921977e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 140174 members 
Entering Unmasked Estep 
Score: -19219862.000000 Penalty: 5885.648438
	Iteration 32Q: 3 clusters Score -1.921986e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -19219930.000000 Penalty: 5885.648438
	Iteration 33Q: 3 clusters Score -1.921993e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -19220008.000000 Penalty: 5885.648438
	Iteration 34Q: 3 clusters Score -1.922001e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -19220080.000000 Penalty: 5885.648438
	Iteration 35Q: 3 clusters Score -1.922008e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -19220138.000000 Penalty: 5885.648438
	Iteration 36Q: 3 clusters Score -1.922014e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 140684 members 
Entering Unmasked Estep 
Score: -19220140.000000 Penalty: 5885.648438
	Iteration 37Q: 3 clusters Score -1.922014e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -19220158.000000 Penalty: 5885.648438
	Iteration 38Q: 3 clusters Score -1.922016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -19220168.000000 Penalty: 5885.648438
	Iteration 39Q: 3 clusters Score -1.922017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 140794 members 
Entering Unmasked Estep 
Score: -19220194.000000 Penalty: 5885.648438
	Iteration 40F: 3 clusters Score -1.922019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -19220200.000000 Penalty: 5885.648438
	Iteration 41Q: 3 clusters Score -1.92202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -19220210.000000 Penalty: 5885.648438
	Iteration 42Q: 3 clusters Score -1.922021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 140857 members 
Entering Unmasked Estep 
Score: -19220236.000000 Penalty: 5885.648438
	Iteration 43Q: 3 clusters Score -1.922024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -19220276.000000 Penalty: 5885.648438
	Iteration 44Q: 3 clusters Score -1.922028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -19220288.000000 Penalty: 5885.648438
	Iteration 45Q: 3 clusters Score -1.922029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -19220300.000000 Penalty: 5885.648438
	Iteration 46Q: 3 clusters Score -1.92203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -19220328.000000 Penalty: 5885.648438
	Iteration 47Q: 3 clusters Score -1.922033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19220318.000000 Penalty: 5885.648438
	Iteration 48Q: 3 clusters Score -1.922032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -19220330.000000 Penalty: 5885.648438
	Iteration 49Q: 3 clusters Score -1.922033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 140971 members 
Entering Unmasked Estep 
Score: -19220318.000000 Penalty: 5885.648438
	Iteration 50Q: 3 clusters Score -1.922032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -19220338.000000 Penalty: 5885.648438
	Iteration 51Q: 3 clusters Score -1.922034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -19220334.000000 Penalty: 5885.648438
	Iteration 52Q: 3 clusters Score -1.922033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -19220334.000000 Penalty: 5885.648438
	Iteration 53Q: 3 clusters Score -1.922033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 141016 members 
Entering Unmasked Estep 
Score: -19220342.000000 Penalty: 5885.648438
	Iteration 54Q: 3 clusters Score -1.922034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -19220336.000000 Penalty: 5885.648438
	Iteration 55Q: 3 clusters Score -1.922034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 141029 members 
Entering Unmasked Estep 
Score: -19220360.000000 Penalty: 5885.648438
	Iteration 56Q: 3 clusters Score -1.922036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -19220338.000000 Penalty: 5885.648438
	Iteration 57Q: 3 clusters Score -1.922034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -19220346.000000 Penalty: 5885.648438
	Iteration 58Q: 3 clusters Score -1.922035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -19220350.000000 Penalty: 5885.648438
	Iteration 59Q: 3 clusters Score -1.922035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -19220362.000000 Penalty: 5885.648438
	Iteration 60F: 3 clusters Score -1.922036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
Score: -19220372.000000 Penalty: 5885.648438
	Iteration 61Q: 3 clusters Score -1.922037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -19220368.000000 Penalty: 5885.648438
	Iteration 62Q: 3 clusters Score -1.922037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 141064 members 
Entering Unmasked Estep 
Score: -19220390.000000 Penalty: 5885.648438
	Iteration 63Q: 3 clusters Score -1.922039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 141064 members 
Entering Unmasked Estep 
Score: -19220378.000000 Penalty: 5885.648438
	Iteration 64Q: 3 clusters Score -1.922038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -19220378.000000 Penalty: 5885.648438
	Iteration 65Q: 3 clusters Score -1.922038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -19220376.000000 Penalty: 5885.648438
	Iteration 66Q: 3 clusters Score -1.922038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -19220382.000000 Penalty: 5885.648438
	Iteration 67Q: 3 clusters Score -1.922038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -19220378.000000 Penalty: 5885.648438
	Iteration 68Q: 3 clusters Score -1.922038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -19220384.000000 Penalty: 5885.648438
	Iteration 69Q: 3 clusters Score -1.922038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -19220384.000000 Penalty: 5885.648438
	Iteration 70Q: 3 clusters Score -1.922038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 141088 members 
Entering Unmasked Estep 
Score: -19220370.000000 Penalty: 5885.648438
	Iteration 71Q: 3 clusters Score -1.922037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -19220388.000000 Penalty: 5885.648438
	Iteration 72Q: 3 clusters Score -1.922039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -19220384.000000 Penalty: 5885.648438
	Iteration 73Q: 3 clusters Score -1.922038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 141084 members 
Entering Unmasked Estep 
Score: -19220390.000000 Penalty: 5885.648438
	Iteration 74Q: 3 clusters Score -1.922039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -19220402.000000 Penalty: 5885.648438
	Iteration 75Q: 3 clusters Score -1.92204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -19220394.000000 Penalty: 5885.648438
	Iteration 76Q: 3 clusters Score -1.922039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -19220394.000000 Penalty: 5885.648438
	Iteration 77Q: 3 clusters Score -1.922039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -19220400.000000 Penalty: 5885.648438
	Iteration 78Q: 3 clusters Score -1.92204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -19220402.000000 Penalty: 5885.648438
	Iteration 79Q: 3 clusters Score -1.92204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 141101 members 
Entering Unmasked Estep 
Score: -19220398.000000 Penalty: 5885.648438
	Iteration 80F: 3 clusters Score -1.92204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 141103 members 
Entering Unmasked Estep 
Score: -19220392.000000 Penalty: 5885.648438
	Iteration 81Q: 3 clusters Score -1.922039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 141104 members 
Entering Unmasked Estep 
Score: -19220386.000000 Penalty: 5885.648438
	Iteration 82Q: 3 clusters Score -1.922039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -19220394.000000 Penalty: 5885.648438
	Iteration 83Q: 3 clusters Score -1.922039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -19220388.000000 Penalty: 5885.648438
	Iteration 84Q: 3 clusters Score -1.922039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 141112 members 
Entering Unmasked Estep 
Score: -19220378.000000 Penalty: 5885.648438
	Iteration 85Q: 3 clusters Score -1.922038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -19220382.000000 Penalty: 5885.648438
	Iteration 86Q: 3 clusters Score -1.922038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -19220390.000000 Penalty: 5885.648438
	Iteration 87Q: 3 clusters Score -1.922039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 141117 members 
Entering Unmasked Estep 
Score: -19220380.000000 Penalty: 5885.648438
	Iteration 88Q: 3 clusters Score -1.922038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 141118 members 
Entering Unmasked Estep 
Score: -19220382.000000 Penalty: 5885.648438
	Iteration 89Q: 3 clusters Score -1.922038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 141120 members 
Entering Unmasked Estep 
Score: -19220382.000000 Penalty: 5885.648438
	Iteration 90Q: 3 clusters Score -1.922038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -19220382.000000 Penalty: 5885.648438
	Iteration 91Q: 3 clusters Score -1.922038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -19220388.000000 Penalty: 5885.648438
	Iteration 92Q: 3 clusters Score -1.922039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -19220388.000000 Penalty: 5885.648438
	Iteration 93F: 3 clusters Score -1.922039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Entering Unmasked Estep 
Score: -10013496.000000 Penalty: 2779.335449
	Iteration 0F: 2 clusters Score -1.00135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -9964114.000000 Penalty: 5558.670898
	Iteration 0F: 3 clusters Score -9964114 nChanged 34613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -9983788.000000 Penalty: 5558.670898
	Iteration 1F: 3 clusters Score -9983788 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -9984531.000000 Penalty: 5558.670898
	Iteration 2Q: 3 clusters Score -9984531 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -9985425.000000 Penalty: 5558.670898
	Iteration 3Q: 3 clusters Score -9985425 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -9986524.000000 Penalty: 5558.670898
	Iteration 4Q: 3 clusters Score -9986524 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -9987964.000000 Penalty: 5558.670898
	Iteration 5Q: 3 clusters Score -9987964 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -9989837.000000 Penalty: 5558.670898
	Iteration 6Q: 3 clusters Score -9989837 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9992112.000000 Penalty: 5558.670898
	Iteration 7F: 3 clusters Score -9992112 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -9994876.000000 Penalty: 5558.670898
	Iteration 8F: 3 clusters Score -9994876 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -9997918.000000 Penalty: 5558.670898
	Iteration 9F: 3 clusters Score -9997918 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -10000922.000000 Penalty: 5558.670898
	Iteration 10F: 3 clusters Score -1.000092e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -10003525.000000 Penalty: 5558.670898
	Iteration 11Q: 3 clusters Score -1.000352e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -10005742.000000 Penalty: 5558.670898
	Iteration 12Q: 3 clusters Score -1.000574e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -10007629.000000 Penalty: 5558.670898
	Iteration 13Q: 3 clusters Score -1.000763e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10008875.000000 Penalty: 5558.670898
	Iteration 14Q: 3 clusters Score -1.000888e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -10009676.000000 Penalty: 5558.670898
	Iteration 15Q: 3 clusters Score -1.000968e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10010208.000000 Penalty: 5558.670898
	Iteration 16Q: 3 clusters Score -1.001021e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10010479.000000 Penalty: 5558.670898
	Iteration 17Q: 3 clusters Score -1.001048e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10010653.000000 Penalty: 5558.670898
	Iteration 18Q: 3 clusters Score -1.001065e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10010771.000000 Penalty: 5558.670898
	Iteration 19Q: 3 clusters Score -1.001077e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10010862.000000 Penalty: 5558.670898
	Iteration 20F: 3 clusters Score -1.001086e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10010901.000000 Penalty: 5558.670898
	Iteration 21Q: 3 clusters Score -1.00109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10010951.000000 Penalty: 5558.670898
	Iteration 22Q: 3 clusters Score -1.001095e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10010997.000000 Penalty: 5558.670898
	Iteration 23Q: 3 clusters Score -1.0011e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10011022.000000 Penalty: 5558.670898
	Iteration 24Q: 3 clusters Score -1.001102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10011047.000000 Penalty: 5558.670898
	Iteration 25Q: 3 clusters Score -1.001105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10011047.000000 Penalty: 5558.670898
	Iteration 26Q: 3 clusters Score -1.001105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10011056.000000 Penalty: 5558.670898
	Iteration 27Q: 3 clusters Score -1.001106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10011066.000000 Penalty: 5558.670898
	Iteration 28Q: 3 clusters Score -1.001107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10011087.000000 Penalty: 5558.670898
	Iteration 29Q: 3 clusters Score -1.001109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10011101.000000 Penalty: 5558.670898
	Iteration 30Q: 3 clusters Score -1.00111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10011116.000000 Penalty: 5558.670898
	Iteration 31Q: 3 clusters Score -1.001112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10011116.000000 Penalty: 5558.670898
	Iteration 32Q: 3 clusters Score -1.001112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10011116.000000 Penalty: 5558.670898
	Iteration 33F: 3 clusters Score -1.001112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 216 members 
Entering Unmasked Estep 
Score: -50296.179688 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50296.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50481.761719 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50481.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50575.160156 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -50575.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50623.304688 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50623.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50658.277344 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50658.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50715.269531 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50715.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50762.691406 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50762.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50801.695312 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -50801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50824.699219 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -50824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50837.492188 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -50837.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50844.136719 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -50844.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50847.308594 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -50847.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50849.984375 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -50849.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50851.343750 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -50851.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50851.343750 Penalty: 3005.324951
	Iteration 14F: 3 clusters Score -50851.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 150 members 
Entering Unmasked Estep 
Score: -31065.568359 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31065.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31166.099609 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31216.736328 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31216.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31230.167969 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31230.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31242.615234 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31242.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31257.228516 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31257.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31257.228516 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -31257.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -1323009.000000 Penalty: 2289.852295
	Iteration 0F: 2 clusters Score -1323009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1315172.375000 Penalty: 4579.704590
	Iteration 0F: 3 clusters Score -1315172 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1317542.750000 Penalty: 4579.704590
	Iteration 1F: 3 clusters Score -1317543 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1317962.625000 Penalty: 4579.704590
	Iteration 2F: 3 clusters Score -1317963 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1318309.250000 Penalty: 4579.704590
	Iteration 3F: 3 clusters Score -1318309 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1318686.125000 Penalty: 4579.704590
	Iteration 4F: 3 clusters Score -1318686 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1319100.375000 Penalty: 4579.704590
	Iteration 5F: 3 clusters Score -1319100 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1319539.625000 Penalty: 4579.704590
	Iteration 6F: 3 clusters Score -1319540 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1320026.500000 Penalty: 4579.704590
	Iteration 7F: 3 clusters Score -1320026 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1320489.125000 Penalty: 4579.704590
	Iteration 8F: 3 clusters Score -1320489 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1320842.250000 Penalty: 4579.704590
	Iteration 9Q: 3 clusters Score -1320842 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1321072.625000 Penalty: 4579.704590
	Iteration 10Q: 3 clusters Score -1321073 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1321219.250000 Penalty: 4579.704590
	Iteration 11Q: 3 clusters Score -1321219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1321297.625000 Penalty: 4579.704590
	Iteration 12Q: 3 clusters Score -1321298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1321350.500000 Penalty: 4579.704590
	Iteration 13Q: 3 clusters Score -1321350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1321386.125000 Penalty: 4579.704590
	Iteration 14Q: 3 clusters Score -1321386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1321416.750000 Penalty: 4579.704590
	Iteration 15Q: 3 clusters Score -1321417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1321445.250000 Penalty: 4579.704590
	Iteration 16Q: 3 clusters Score -1321445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1321481.000000 Penalty: 4579.704590
	Iteration 17Q: 3 clusters Score -1321481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1321519.625000 Penalty: 4579.704590
	Iteration 18Q: 3 clusters Score -1321520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1321560.125000 Penalty: 4579.704590
	Iteration 19Q: 3 clusters Score -1321560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1321597.500000 Penalty: 4579.704590
	Iteration 20F: 3 clusters Score -1321598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1321632.375000 Penalty: 4579.704590
	Iteration 21Q: 3 clusters Score -1321632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1321674.500000 Penalty: 4579.704590
	Iteration 22Q: 3 clusters Score -1321674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1321725.000000 Penalty: 4579.704590
	Iteration 23Q: 3 clusters Score -1321725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1321772.750000 Penalty: 4579.704590
	Iteration 24Q: 3 clusters Score -1321773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1321814.625000 Penalty: 4579.704590
	Iteration 25Q: 3 clusters Score -1321815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1321858.750000 Penalty: 4579.704590
	Iteration 26Q: 3 clusters Score -1321859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1321922.375000 Penalty: 4579.704590
	Iteration 27Q: 3 clusters Score -1321922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1321967.125000 Penalty: 4579.704590
	Iteration 28Q: 3 clusters Score -1321967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1322000.750000 Penalty: 4579.704590
	Iteration 29Q: 3 clusters Score -1322001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1322031.375000 Penalty: 4579.704590
	Iteration 30Q: 3 clusters Score -1322031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1322050.375000 Penalty: 4579.704590
	Iteration 31Q: 3 clusters Score -1322050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1322068.500000 Penalty: 4579.704590
	Iteration 32Q: 3 clusters Score -1322068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1322077.500000 Penalty: 4579.704590
	Iteration 33Q: 3 clusters Score -1322078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1322081.375000 Penalty: 4579.704590
	Iteration 34Q: 3 clusters Score -1322081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1322082.375000 Penalty: 4579.704590
	Iteration 35Q: 3 clusters Score -1322082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1322083.500000 Penalty: 4579.704590
	Iteration 36Q: 3 clusters Score -1322084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1322084.000000 Penalty: 4579.704590
	Iteration 37Q: 3 clusters Score -1322084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1322085.500000 Penalty: 4579.704590
	Iteration 38Q: 3 clusters Score -1322086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1322086.625000 Penalty: 4579.704590
	Iteration 39Q: 3 clusters Score -1322087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1322090.375000 Penalty: 4579.704590
	Iteration 40F: 3 clusters Score -1322090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1322092.750000 Penalty: 4579.704590
	Iteration 41Q: 3 clusters Score -1322093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1322093.625000 Penalty: 4579.704590
	Iteration 42Q: 3 clusters Score -1322094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1322094.000000 Penalty: 4579.704590
	Iteration 43Q: 3 clusters Score -1322094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1322094.125000 Penalty: 4579.704590
	Iteration 44Q: 3 clusters Score -1322094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1322094.125000 Penalty: 4579.704590
	Iteration 45F: 3 clusters Score -1322094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -48430.339844 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -48430.34 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 256 members 
Entering Unmasked Estep 
Score: -47054.175781 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -47054.18 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47358.503906 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -47358.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47442.410156 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -47442.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47531.019531 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -47531.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47622.972656 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -47622.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -47700.597656 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -47700.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -47802.289062 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -47802.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -47939.425781 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -47939.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -48145.089844 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -48145.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -48227.601562 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -48227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -48282.425781 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -48282.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48290.554688 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -48290.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48357.210938 Penalty: 3086.397705
	Iteration 12F: 3 clusters Score -48357.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -48687.656250 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -48687.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -48775.402344 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -48775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -48783.906250 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -48783.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -48783.906250 Penalty: 3086.397705
	Iteration 16F: 3 clusters Score -48783.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26969 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 40816 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79379 members 
Mstep: Class 12 contains 142376 members 
Mstep: Class 13 contains 73644 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10232 members 
Mstep: Class 17 contains 426 members 
Mstep: Class 18 contains 163062 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171936 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 165965 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 78 members 
Entering Unmasked Estep 
Score: -126428488.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126430080.000000 to -126428488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (163062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Entering Unmasked Estep 
Score: -22093172.000000 Penalty: 2976.467529
	Iteration 0F: 2 clusters Score -2.209317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -21988410.000000 Penalty: 5952.935059
	Iteration 0F: 3 clusters Score -2.198841e+07 nChanged 78155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -22034062.000000 Penalty: 5952.935059
	Iteration 1F: 3 clusters Score -2.203406e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -22035518.000000 Penalty: 5952.935059
	Iteration 2Q: 3 clusters Score -2.203552e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -22037616.000000 Penalty: 5952.935059
	Iteration 3Q: 3 clusters Score -2.203762e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -22040444.000000 Penalty: 5952.935059
	Iteration 4Q: 3 clusters Score -2.204044e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -22044870.000000 Penalty: 5952.935059
	Iteration 5F: 3 clusters Score -2.204487e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -22050666.000000 Penalty: 5952.935059
	Iteration 6F: 3 clusters Score -2.205067e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -22058134.000000 Penalty: 5952.935059
	Iteration 7F: 3 clusters Score -2.205813e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -22066046.000000 Penalty: 5952.935059
	Iteration 8F: 3 clusters Score -2.206605e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -22072596.000000 Penalty: 5952.935059
	Iteration 9F: 3 clusters Score -2.20726e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124993 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -22076438.000000 Penalty: 5952.935059
	Iteration 10Q: 3 clusters Score -2.207644e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -22078442.000000 Penalty: 5952.935059
	Iteration 11Q: 3 clusters Score -2.207844e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -22080004.000000 Penalty: 5952.935059
	Iteration 12Q: 3 clusters Score -2.208e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -22081428.000000 Penalty: 5952.935059
	Iteration 13Q: 3 clusters Score -2.208143e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137258 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -22082760.000000 Penalty: 5952.935059
	Iteration 14Q: 3 clusters Score -2.208276e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -22084084.000000 Penalty: 5952.935059
	Iteration 15Q: 3 clusters Score -2.208408e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141257 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -22085160.000000 Penalty: 5952.935059
	Iteration 16Q: 3 clusters Score -2.208516e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -22086102.000000 Penalty: 5952.935059
	Iteration 17Q: 3 clusters Score -2.20861e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -22086856.000000 Penalty: 5952.935059
	Iteration 18Q: 3 clusters Score -2.208686e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -22087160.000000 Penalty: 5952.935059
	Iteration 19Q: 3 clusters Score -2.208716e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 5952.935059
	Iteration 20F: 3 clusters Score -2.208754e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -22087838.000000 Penalty: 5952.935059
	Iteration 21Q: 3 clusters Score -2.208784e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146765 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -22087920.000000 Penalty: 5952.935059
	Iteration 22Q: 3 clusters Score -2.208792e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147305 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -22088096.000000 Penalty: 5952.935059
	Iteration 23Q: 3 clusters Score -2.20881e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147776 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -22088360.000000 Penalty: 5952.935059
	Iteration 24Q: 3 clusters Score -2.208836e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -22088518.000000 Penalty: 5952.935059
	Iteration 25Q: 3 clusters Score -2.208852e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148670 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -22088760.000000 Penalty: 5952.935059
	Iteration 26Q: 3 clusters Score -2.208876e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -22088882.000000 Penalty: 5952.935059
	Iteration 27Q: 3 clusters Score -2.208888e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149434 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -22088972.000000 Penalty: 5952.935059
	Iteration 28Q: 3 clusters Score -2.208897e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149779 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -22089138.000000 Penalty: 5952.935059
	Iteration 29Q: 3 clusters Score -2.208914e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150105 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -22089170.000000 Penalty: 5952.935059
	Iteration 30Q: 3 clusters Score -2.208917e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -22089238.000000 Penalty: 5952.935059
	Iteration 31Q: 3 clusters Score -2.208924e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150803 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -22089352.000000 Penalty: 5952.935059
	Iteration 32Q: 3 clusters Score -2.208935e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151147 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -22089444.000000 Penalty: 5952.935059
	Iteration 33Q: 3 clusters Score -2.208944e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -22089554.000000 Penalty: 5952.935059
	Iteration 34Q: 3 clusters Score -2.208955e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -22089586.000000 Penalty: 5952.935059
	Iteration 35Q: 3 clusters Score -2.208959e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -22089616.000000 Penalty: 5952.935059
	Iteration 36Q: 3 clusters Score -2.208962e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -22089696.000000 Penalty: 5952.935059
	Iteration 37Q: 3 clusters Score -2.20897e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -22089754.000000 Penalty: 5952.935059
	Iteration 38Q: 3 clusters Score -2.208975e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -22089764.000000 Penalty: 5952.935059
	Iteration 39Q: 3 clusters Score -2.208976e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153373 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -22089728.000000 Penalty: 5952.935059
	Iteration 40F: 3 clusters Score -2.208973e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -22089838.000000 Penalty: 5952.935059
	Iteration 41Q: 3 clusters Score -2.208984e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -22089880.000000 Penalty: 5952.935059
	Iteration 42Q: 3 clusters Score -2.208988e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -22089918.000000 Penalty: 5952.935059
	Iteration 43Q: 3 clusters Score -2.208992e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -22089938.000000 Penalty: 5952.935059
	Iteration 44Q: 3 clusters Score -2.208994e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -22090000.000000 Penalty: 5952.935059
	Iteration 45Q: 3 clusters Score -2.209e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -22090064.000000 Penalty: 5952.935059
	Iteration 46Q: 3 clusters Score -2.209006e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -22090148.000000 Penalty: 5952.935059
	Iteration 47Q: 3 clusters Score -2.209015e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -22090210.000000 Penalty: 5952.935059
	Iteration 48Q: 3 clusters Score -2.209021e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -22090304.000000 Penalty: 5952.935059
	Iteration 49Q: 3 clusters Score -2.20903e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -22090328.000000 Penalty: 5952.935059
	Iteration 50Q: 3 clusters Score -2.209033e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -22090346.000000 Penalty: 5952.935059
	Iteration 51Q: 3 clusters Score -2.209035e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -22090416.000000 Penalty: 5952.935059
	Iteration 52Q: 3 clusters Score -2.209042e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -22090508.000000 Penalty: 5952.935059
	Iteration 53Q: 3 clusters Score -2.209051e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -22090540.000000 Penalty: 5952.935059
	Iteration 54Q: 3 clusters Score -2.209054e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -22090566.000000 Penalty: 5952.935059
	Iteration 55Q: 3 clusters Score -2.209057e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -22090556.000000 Penalty: 5952.935059
	Iteration 56Q: 3 clusters Score -2.209056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -22090534.000000 Penalty: 5952.935059
	Iteration 57Q: 3 clusters Score -2.209053e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157130 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -22090560.000000 Penalty: 5952.935059
	Iteration 58Q: 3 clusters Score -2.209056e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -22090616.000000 Penalty: 5952.935059
	Iteration 59Q: 3 clusters Score -2.209062e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -22090642.000000 Penalty: 5952.935059
	Iteration 60F: 3 clusters Score -2.209064e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157471 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -22090648.000000 Penalty: 5952.935059
	Iteration 61Q: 3 clusters Score -2.209065e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -22090660.000000 Penalty: 5952.935059
	Iteration 62Q: 3 clusters Score -2.209066e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -22090658.000000 Penalty: 5952.935059
	Iteration 63Q: 3 clusters Score -2.209066e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -22090674.000000 Penalty: 5952.935059
	Iteration 64Q: 3 clusters Score -2.209067e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -22090666.000000 Penalty: 5952.935059
	Iteration 65Q: 3 clusters Score -2.209067e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -22090676.000000 Penalty: 5952.935059
	Iteration 66Q: 3 clusters Score -2.209068e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -22090670.000000 Penalty: 5952.935059
	Iteration 67Q: 3 clusters Score -2.209067e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -22090692.000000 Penalty: 5952.935059
	Iteration 68Q: 3 clusters Score -2.209069e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -22090724.000000 Penalty: 5952.935059
	Iteration 69Q: 3 clusters Score -2.209072e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -22090744.000000 Penalty: 5952.935059
	Iteration 70Q: 3 clusters Score -2.209074e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -22090788.000000 Penalty: 5952.935059
	Iteration 71Q: 3 clusters Score -2.209079e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -22090788.000000 Penalty: 5952.935059
	Iteration 72Q: 3 clusters Score -2.209079e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -22090810.000000 Penalty: 5952.935059
	Iteration 73Q: 3 clusters Score -2.209081e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -22090804.000000 Penalty: 5952.935059
	Iteration 74Q: 3 clusters Score -2.20908e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -22090824.000000 Penalty: 5952.935059
	Iteration 75Q: 3 clusters Score -2.209082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22090830.000000 Penalty: 5952.935059
	Iteration 76Q: 3 clusters Score -2.209083e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22090864.000000 Penalty: 5952.935059
	Iteration 77Q: 3 clusters Score -2.209086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158847 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -22090850.000000 Penalty: 5952.935059
	Iteration 78Q: 3 clusters Score -2.209085e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -22090864.000000 Penalty: 5952.935059
	Iteration 79Q: 3 clusters Score -2.209086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -22090872.000000 Penalty: 5952.935059
	Iteration 80F: 3 clusters Score -2.209087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -22090870.000000 Penalty: 5952.935059
	Iteration 81Q: 3 clusters Score -2.209087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -22090882.000000 Penalty: 5952.935059
	Iteration 82Q: 3 clusters Score -2.209088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -22090888.000000 Penalty: 5952.935059
	Iteration 83Q: 3 clusters Score -2.209089e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159073 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -22090912.000000 Penalty: 5952.935059
	Iteration 84Q: 3 clusters Score -2.209091e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -22090948.000000 Penalty: 5952.935059
	Iteration 85Q: 3 clusters Score -2.209095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -22090904.000000 Penalty: 5952.935059
	Iteration 86Q: 3 clusters Score -2.20909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -22090916.000000 Penalty: 5952.935059
	Iteration 87Q: 3 clusters Score -2.209092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -22090936.000000 Penalty: 5952.935059
	Iteration 88Q: 3 clusters Score -2.209094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -22090932.000000 Penalty: 5952.935059
	Iteration 89Q: 3 clusters Score -2.209093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -22090948.000000 Penalty: 5952.935059
	Iteration 90Q: 3 clusters Score -2.209095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -22090944.000000 Penalty: 5952.935059
	Iteration 91Q: 3 clusters Score -2.209094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -22090952.000000 Penalty: 5952.935059
	Iteration 92Q: 3 clusters Score -2.209095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159314 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -22090958.000000 Penalty: 5952.935059
	Iteration 93Q: 3 clusters Score -2.209096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159329 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -22090938.000000 Penalty: 5952.935059
	Iteration 94Q: 3 clusters Score -2.209094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -22090940.000000 Penalty: 5952.935059
	Iteration 95Q: 3 clusters Score -2.209094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -22090954.000000 Penalty: 5952.935059
	Iteration 96Q: 3 clusters Score -2.209095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159404 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -22090964.000000 Penalty: 5952.935059
	Iteration 97Q: 3 clusters Score -2.209096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -22090978.000000 Penalty: 5952.935059
	Iteration 98Q: 3 clusters Score -2.209098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -22090974.000000 Penalty: 5952.935059
	Iteration 99Q: 3 clusters Score -2.209097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159447 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -22090966.000000 Penalty: 5952.935059
	Iteration 100F: 3 clusters Score -2.209097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159458 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -22090986.000000 Penalty: 5952.935059
	Iteration 101Q: 3 clusters Score -2.209099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159468 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -22090984.000000 Penalty: 5952.935059
	Iteration 102Q: 3 clusters Score -2.209098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -22090990.000000 Penalty: 5952.935059
	Iteration 103Q: 3 clusters Score -2.209099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22090988.000000 Penalty: 5952.935059
	Iteration 104Q: 3 clusters Score -2.209099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22091010.000000 Penalty: 5952.935059
	Iteration 105Q: 3 clusters Score -2.209101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22091032.000000 Penalty: 5952.935059
	Iteration 106Q: 3 clusters Score -2.209103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -22091020.000000 Penalty: 5952.935059
	Iteration 107Q: 3 clusters Score -2.209102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -22091026.000000 Penalty: 5952.935059
	Iteration 108Q: 3 clusters Score -2.209103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22091036.000000 Penalty: 5952.935059
	Iteration 109Q: 3 clusters Score -2.209104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -22091032.000000 Penalty: 5952.935059
	Iteration 110Q: 3 clusters Score -2.209103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -22091050.000000 Penalty: 5952.935059
	Iteration 111Q: 3 clusters Score -2.209105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22091048.000000 Penalty: 5952.935059
	Iteration 112Q: 3 clusters Score -2.209105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -22091064.000000 Penalty: 5952.935059
	Iteration 113Q: 3 clusters Score -2.209106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -22091050.000000 Penalty: 5952.935059
	Iteration 114Q: 3 clusters Score -2.209105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159658 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -22091066.000000 Penalty: 5952.935059
	Iteration 115Q: 3 clusters Score -2.209107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -22091064.000000 Penalty: 5952.935059
	Iteration 116Q: 3 clusters Score -2.209106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159668 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -22091058.000000 Penalty: 5952.935059
	Iteration 117Q: 3 clusters Score -2.209106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159672 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -22091042.000000 Penalty: 5952.935059
	Iteration 118Q: 3 clusters Score -2.209104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -22091028.000000 Penalty: 5952.935059
	Iteration 119Q: 3 clusters Score -2.209103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22091032.000000 Penalty: 5952.935059
	Iteration 120F: 3 clusters Score -2.209103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22091034.000000 Penalty: 5952.935059
	Iteration 121Q: 3 clusters Score -2.209103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -22091028.000000 Penalty: 5952.935059
	Iteration 122Q: 3 clusters Score -2.209103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -22091028.000000 Penalty: 5952.935059
	Iteration 123F: 3 clusters Score -2.209103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -53713.433594 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -53713.43 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 218 members 
Entering Unmasked Estep 
Score: -52239.945312 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -52239.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52367.117188 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -52367.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52410.851562 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -52410.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52434.218750 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -52434.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52446.539062 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -52446.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52448.621094 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -52448.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52452.945312 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -52452.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52459.058594 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -52459.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52459.058594 Penalty: 2998.322754
	Iteration 8F: 3 clusters Score -52459.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 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 166 members 
Entering Unmasked Estep 
Score: -31795.107422 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31795.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31980.250000 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31980.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32043.785156 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -32043.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32081.902344 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32097.035156 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32097.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32103.191406 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32103.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32103.191406 Penalty: 2827.420166
	Iteration 6F: 3 clusters Score -32103.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171936 members 
Entering Unmasked Estep 
Score: -23365988.000000 Penalty: 2989.609619
	Iteration 0F: 2 clusters Score -2.336599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -23253706.000000 Penalty: 5979.219238
	Iteration 0F: 3 clusters Score -2.325371e+07 nChanged 82239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -23301858.000000 Penalty: 5979.219238
	Iteration 1F: 3 clusters Score -2.330186e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -23302896.000000 Penalty: 5979.219238
	Iteration 2Q: 3 clusters Score -2.33029e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -23304582.000000 Penalty: 5979.219238
	Iteration 3Q: 3 clusters Score -2.330458e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -23306728.000000 Penalty: 5979.219238
	Iteration 4Q: 3 clusters Score -2.330673e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -23310094.000000 Penalty: 5979.219238
	Iteration 5Q: 3 clusters Score -2.331009e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -23315558.000000 Penalty: 5979.219238
	Iteration 6F: 3 clusters Score -2.331556e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 113398 members 
Entering Unmasked Estep 
Score: -23323278.000000 Penalty: 5979.219238
	Iteration 7F: 3 clusters Score -2.332328e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
Score: -23332160.000000 Penalty: 5979.219238
	Iteration 8F: 3 clusters Score -2.333216e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 126984 members 
Entering Unmasked Estep 
Score: -23339836.000000 Penalty: 5979.219238
	Iteration 9F: 3 clusters Score -2.333984e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
Score: -23344712.000000 Penalty: 5979.219238
	Iteration 10Q: 3 clusters Score -2.334471e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -23347348.000000 Penalty: 5979.219238
	Iteration 11Q: 3 clusters Score -2.334735e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
Score: -23348756.000000 Penalty: 5979.219238
	Iteration 12Q: 3 clusters Score -2.334876e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -23349510.000000 Penalty: 5979.219238
	Iteration 13Q: 3 clusters Score -2.334951e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -23350358.000000 Penalty: 5979.219238
	Iteration 14Q: 3 clusters Score -2.335036e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -23351168.000000 Penalty: 5979.219238
	Iteration 15Q: 3 clusters Score -2.335117e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 145153 members 
Entering Unmasked Estep 
Score: -23351948.000000 Penalty: 5979.219238
	Iteration 16Q: 3 clusters Score -2.335195e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -23352672.000000 Penalty: 5979.219238
	Iteration 17Q: 3 clusters Score -2.335267e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 149308 members 
Entering Unmasked Estep 
Score: -23353518.000000 Penalty: 5979.219238
	Iteration 18Q: 3 clusters Score -2.335352e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 151430 members 
Entering Unmasked Estep 
Score: -23354284.000000 Penalty: 5979.219238
	Iteration 19Q: 3 clusters Score -2.335428e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -23355288.000000 Penalty: 5979.219238
	Iteration 20F: 3 clusters Score -2.335529e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -23356406.000000 Penalty: 5979.219238
	Iteration 21Q: 3 clusters Score -2.335641e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 157422 members 
Entering Unmasked Estep 
Score: -23357252.000000 Penalty: 5979.219238
	Iteration 22Q: 3 clusters Score -2.335725e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -23358116.000000 Penalty: 5979.219238
	Iteration 23Q: 3 clusters Score -2.335812e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -23358772.000000 Penalty: 5979.219238
	Iteration 24Q: 3 clusters Score -2.335877e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -23359420.000000 Penalty: 5979.219238
	Iteration 25Q: 3 clusters Score -2.335942e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -23360050.000000 Penalty: 5979.219238
	Iteration 26Q: 3 clusters Score -2.336005e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -23360648.000000 Penalty: 5979.219238
	Iteration 27Q: 3 clusters Score -2.336065e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -23360994.000000 Penalty: 5979.219238
	Iteration 28Q: 3 clusters Score -2.336099e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 166254 members 
Entering Unmasked Estep 
Score: -23361356.000000 Penalty: 5979.219238
	Iteration 29Q: 3 clusters Score -2.336136e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 166905 members 
Entering Unmasked Estep 
Score: -23361602.000000 Penalty: 5979.219238
	Iteration 30Q: 3 clusters Score -2.33616e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 167425 members 
Entering Unmasked Estep 
Score: -23361822.000000 Penalty: 5979.219238
	Iteration 31Q: 3 clusters Score -2.336182e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -23361976.000000 Penalty: 5979.219238
	Iteration 32Q: 3 clusters Score -2.336198e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -23362146.000000 Penalty: 5979.219238
	Iteration 33Q: 3 clusters Score -2.336215e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -23362336.000000 Penalty: 5979.219238
	Iteration 34Q: 3 clusters Score -2.336234e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -23362442.000000 Penalty: 5979.219238
	Iteration 35Q: 3 clusters Score -2.336244e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -23362538.000000 Penalty: 5979.219238
	Iteration 36Q: 3 clusters Score -2.336254e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -23362644.000000 Penalty: 5979.219238
	Iteration 37Q: 3 clusters Score -2.336264e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -23362744.000000 Penalty: 5979.219238
	Iteration 38Q: 3 clusters Score -2.336274e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -23362804.000000 Penalty: 5979.219238
	Iteration 39Q: 3 clusters Score -2.33628e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -23362858.000000 Penalty: 5979.219238
	Iteration 40F: 3 clusters Score -2.336286e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 169681 members 
Entering Unmasked Estep 
Score: -23362926.000000 Penalty: 5979.219238
	Iteration 41Q: 3 clusters Score -2.336293e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 169769 members 
Entering Unmasked Estep 
Score: -23362928.000000 Penalty: 5979.219238
	Iteration 42Q: 3 clusters Score -2.336293e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -23362946.000000 Penalty: 5979.219238
	Iteration 43Q: 3 clusters Score -2.336295e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -23362986.000000 Penalty: 5979.219238
	Iteration 44Q: 3 clusters Score -2.336299e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 169966 members 
Entering Unmasked Estep 
Score: -23363040.000000 Penalty: 5979.219238
	Iteration 45Q: 3 clusters Score -2.336304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 170018 members 
Entering Unmasked Estep 
Score: -23363056.000000 Penalty: 5979.219238
	Iteration 46Q: 3 clusters Score -2.336306e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 170065 members 
Entering Unmasked Estep 
Score: -23363076.000000 Penalty: 5979.219238
	Iteration 47Q: 3 clusters Score -2.336308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -23363092.000000 Penalty: 5979.219238
	Iteration 48Q: 3 clusters Score -2.336309e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -23363124.000000 Penalty: 5979.219238
	Iteration 49Q: 3 clusters Score -2.336312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 170173 members 
Entering Unmasked Estep 
Score: -23363146.000000 Penalty: 5979.219238
	Iteration 50Q: 3 clusters Score -2.336315e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -23363162.000000 Penalty: 5979.219238
	Iteration 51Q: 3 clusters Score -2.336316e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 170237 members 
Entering Unmasked Estep 
Score: -23363168.000000 Penalty: 5979.219238
	Iteration 52Q: 3 clusters Score -2.336317e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -23363184.000000 Penalty: 5979.219238
	Iteration 53Q: 3 clusters Score -2.336318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -23363228.000000 Penalty: 5979.219238
	Iteration 54Q: 3 clusters Score -2.336323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -23363228.000000 Penalty: 5979.219238
	Iteration 55Q: 3 clusters Score -2.336323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 170315 members 
Entering Unmasked Estep 
Score: -23363238.000000 Penalty: 5979.219238
	Iteration 56Q: 3 clusters Score -2.336324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 170325 members 
Entering Unmasked Estep 
Score: -23363268.000000 Penalty: 5979.219238
	Iteration 57Q: 3 clusters Score -2.336327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 170340 members 
Entering Unmasked Estep 
Score: -23363268.000000 Penalty: 5979.219238
	Iteration 58Q: 3 clusters Score -2.336327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -23363284.000000 Penalty: 5979.219238
	Iteration 59Q: 3 clusters Score -2.336328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -23363266.000000 Penalty: 5979.219238
	Iteration 60F: 3 clusters Score -2.336327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -23363278.000000 Penalty: 5979.219238
	Iteration 61Q: 3 clusters Score -2.336328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -23363268.000000 Penalty: 5979.219238
	Iteration 62Q: 3 clusters Score -2.336327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 170399 members 
Entering Unmasked Estep 
Score: -23363282.000000 Penalty: 5979.219238
	Iteration 63Q: 3 clusters Score -2.336328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 170411 members 
Entering Unmasked Estep 
Score: -23363258.000000 Penalty: 5979.219238
	Iteration 64Q: 3 clusters Score -2.336326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -23363272.000000 Penalty: 5979.219238
	Iteration 65Q: 3 clusters Score -2.336327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 170448 members 
Entering Unmasked Estep 
Score: -23363290.000000 Penalty: 5979.219238
	Iteration 66Q: 3 clusters Score -2.336329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 170459 members 
Entering Unmasked Estep 
Score: -23363292.000000 Penalty: 5979.219238
	Iteration 67Q: 3 clusters Score -2.336329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 170471 members 
Entering Unmasked Estep 
Score: -23363296.000000 Penalty: 5979.219238
	Iteration 68Q: 3 clusters Score -2.33633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -23363302.000000 Penalty: 5979.219238
	Iteration 69Q: 3 clusters Score -2.33633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 170481 members 
Entering Unmasked Estep 
Score: -23363298.000000 Penalty: 5979.219238
	Iteration 70Q: 3 clusters Score -2.33633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 170482 members 
Entering Unmasked Estep 
Score: -23363302.000000 Penalty: 5979.219238
	Iteration 71Q: 3 clusters Score -2.33633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -23363296.000000 Penalty: 5979.219238
	Iteration 72Q: 3 clusters Score -2.33633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 170490 members 
Entering Unmasked Estep 
Score: -23363304.000000 Penalty: 5979.219238
	Iteration 73Q: 3 clusters Score -2.33633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 170493 members 
Entering Unmasked Estep 
Score: -23363306.000000 Penalty: 5979.219238
	Iteration 74Q: 3 clusters Score -2.336331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -23363318.000000 Penalty: 5979.219238
	Iteration 75Q: 3 clusters Score -2.336332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -23363320.000000 Penalty: 5979.219238
	Iteration 76Q: 3 clusters Score -2.336332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 170494 members 
Entering Unmasked Estep 
Score: -23363312.000000 Penalty: 5979.219238
	Iteration 77Q: 3 clusters Score -2.336331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -23363328.000000 Penalty: 5979.219238
	Iteration 78Q: 3 clusters Score -2.336333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 170503 members 
Entering Unmasked Estep 
Score: -23363328.000000 Penalty: 5979.219238
	Iteration 79Q: 3 clusters Score -2.336333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 170510 members 
Entering Unmasked Estep 
Score: -23363340.000000 Penalty: 5979.219238
	Iteration 80F: 3 clusters Score -2.336334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 170518 members 
Entering Unmasked Estep 
Score: -23363348.000000 Penalty: 5979.219238
	Iteration 81Q: 3 clusters Score -2.336335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -23363332.000000 Penalty: 5979.219238
	Iteration 82Q: 3 clusters Score -2.336333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -23363336.000000 Penalty: 5979.219238
	Iteration 83Q: 3 clusters Score -2.336334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 170545 members 
Entering Unmasked Estep 
Score: -23363344.000000 Penalty: 5979.219238
	Iteration 84Q: 3 clusters Score -2.336334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -23363340.000000 Penalty: 5979.219238
	Iteration 85Q: 3 clusters Score -2.336334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 170554 members 
Entering Unmasked Estep 
Score: -23363342.000000 Penalty: 5979.219238
	Iteration 86Q: 3 clusters Score -2.336334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 170563 members 
Entering Unmasked Estep 
Score: -23363340.000000 Penalty: 5979.219238
	Iteration 87Q: 3 clusters Score -2.336334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -23363342.000000 Penalty: 5979.219238
	Iteration 88Q: 3 clusters Score -2.336334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 170568 members 
Entering Unmasked Estep 
Score: -23363348.000000 Penalty: 5979.219238
	Iteration 89Q: 3 clusters Score -2.336335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -23363340.000000 Penalty: 5979.219238
	Iteration 90Q: 3 clusters Score -2.336334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 170573 members 
Entering Unmasked Estep 
Score: -23363342.000000 Penalty: 5979.219238
	Iteration 91Q: 3 clusters Score -2.336334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 170573 members 
Entering Unmasked Estep 
Score: -23363338.000000 Penalty: 5979.219238
	Iteration 92Q: 3 clusters Score -2.336334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -23363334.000000 Penalty: 5979.219238
	Iteration 93Q: 3 clusters Score -2.336333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 170577 members 
Entering Unmasked Estep 
Score: -23363338.000000 Penalty: 5979.219238
	Iteration 94Q: 3 clusters Score -2.336334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -23363350.000000 Penalty: 5979.219238
	Iteration 95Q: 3 clusters Score -2.336335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -23363350.000000 Penalty: 5979.219238
	Iteration 96F: 3 clusters Score -2.336335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Entering Unmasked Estep 
Score: -3966938.750000 Penalty: 2560.377930
	Iteration 0F: 2 clusters Score -3966939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3946052.750000 Penalty: 5120.755859
	Iteration 0F: 3 clusters Score -3946053 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3953682.750000 Penalty: 5120.755859
	Iteration 1F: 3 clusters Score -3953683 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3954242.250000 Penalty: 5120.755859
	Iteration 2Q: 3 clusters Score -3954242 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3954822.500000 Penalty: 5120.755859
	Iteration 3Q: 3 clusters Score -3954822 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3955483.750000 Penalty: 5120.755859
	Iteration 4Q: 3 clusters Score -3955484 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3956218.500000 Penalty: 5120.755859
	Iteration 5Q: 3 clusters Score -3956218 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3956934.250000 Penalty: 5120.755859
	Iteration 6Q: 3 clusters Score -3956934 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3957656.000000 Penalty: 5120.755859
	Iteration 7Q: 3 clusters Score -3957656 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3958345.000000 Penalty: 5120.755859
	Iteration 8Q: 3 clusters Score -3958345 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3959027.500000 Penalty: 5120.755859
	Iteration 9Q: 3 clusters Score -3959028 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3959713.500000 Penalty: 5120.755859
	Iteration 10Q: 3 clusters Score -3959714 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3960441.250000 Penalty: 5120.755859
	Iteration 11Q: 3 clusters Score -3960441 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3961249.750000 Penalty: 5120.755859
	Iteration 12Q: 3 clusters Score -3961250 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3961990.500000 Penalty: 5120.755859
	Iteration 13Q: 3 clusters Score -3961990 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3962778.500000 Penalty: 5120.755859
	Iteration 14Q: 3 clusters Score -3962778 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3963475.750000 Penalty: 5120.755859
	Iteration 15Q: 3 clusters Score -3963476 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3964061.000000 Penalty: 5120.755859
	Iteration 16Q: 3 clusters Score -3964061 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3964532.250000 Penalty: 5120.755859
	Iteration 17Q: 3 clusters Score -3964532 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3964901.500000 Penalty: 5120.755859
	Iteration 18Q: 3 clusters Score -3964902 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3965166.500000 Penalty: 5120.755859
	Iteration 19Q: 3 clusters Score -3965166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3965372.000000 Penalty: 5120.755859
	Iteration 20F: 3 clusters Score -3965372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3965510.500000 Penalty: 5120.755859
	Iteration 21Q: 3 clusters Score -3965510 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3965653.750000 Penalty: 5120.755859
	Iteration 22Q: 3 clusters Score -3965654 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3965780.500000 Penalty: 5120.755859
	Iteration 23Q: 3 clusters Score -3965780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3965885.000000 Penalty: 5120.755859
	Iteration 24Q: 3 clusters Score -3965885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3965978.250000 Penalty: 5120.755859
	Iteration 25Q: 3 clusters Score -3965978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3966054.500000 Penalty: 5120.755859
	Iteration 26Q: 3 clusters Score -3966054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3966114.000000 Penalty: 5120.755859
	Iteration 27Q: 3 clusters Score -3966114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3966142.500000 Penalty: 5120.755859
	Iteration 28Q: 3 clusters Score -3966142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3966163.250000 Penalty: 5120.755859
	Iteration 29Q: 3 clusters Score -3966163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3966172.000000 Penalty: 5120.755859
	Iteration 30Q: 3 clusters Score -3966172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3966179.500000 Penalty: 5120.755859
	Iteration 31Q: 3 clusters Score -3966180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3966181.500000 Penalty: 5120.755859
	Iteration 32Q: 3 clusters Score -3966182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3966184.750000 Penalty: 5120.755859
	Iteration 33Q: 3 clusters Score -3966185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3966184.250000 Penalty: 5120.755859
	Iteration 34Q: 3 clusters Score -3966184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3966183.750000 Penalty: 5120.755859
	Iteration 35Q: 3 clusters Score -3966184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3966186.500000 Penalty: 5120.755859
	Iteration 36Q: 3 clusters Score -3966186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3966186.500000 Penalty: 5120.755859
	Iteration 37F: 3 clusters Score -3966186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (165965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Entering Unmasked Estep 
Score: -22437884.000000 Penalty: 2980.843994
	Iteration 0F: 2 clusters Score -2.243788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -22328384.000000 Penalty: 5961.687988
	Iteration 0F: 3 clusters Score -2.232838e+07 nChanged 79406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -22374808.000000 Penalty: 5961.687988
	Iteration 1F: 3 clusters Score -2.237481e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -22376278.000000 Penalty: 5961.687988
	Iteration 2Q: 3 clusters Score -2.237628e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -22378384.000000 Penalty: 5961.687988
	Iteration 3Q: 3 clusters Score -2.237838e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -22382228.000000 Penalty: 5961.687988
	Iteration 4Q: 3 clusters Score -2.238223e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -22388752.000000 Penalty: 5961.687988
	Iteration 5F: 3 clusters Score -2.238875e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -22398368.000000 Penalty: 5961.687988
	Iteration 6F: 3 clusters Score -2.239837e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -22409742.000000 Penalty: 5961.687988
	Iteration 7F: 3 clusters Score -2.240974e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 148451 members 
Entering Unmasked Estep 
Score: -22420414.000000 Penalty: 5961.687988
	Iteration 8F: 3 clusters Score -2.242041e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 156660 members 
Entering Unmasked Estep 
Score: -22427800.000000 Penalty: 5961.687988
	Iteration 9Q: 3 clusters Score -2.24278e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 161418 members 
Entering Unmasked Estep 
Score: -22431744.000000 Penalty: 5961.687988
	Iteration 10Q: 3 clusters Score -2.243174e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 163784 members 
Entering Unmasked Estep 
Score: -22433596.000000 Penalty: 5961.687988
	Iteration 11Q: 3 clusters Score -2.24336e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -22434468.000000 Penalty: 5961.687988
	Iteration 12Q: 3 clusters Score -2.243447e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -22434886.000000 Penalty: 5961.687988
	Iteration 13Q: 3 clusters Score -2.243489e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 165409 members 
Entering Unmasked Estep 
Score: -22435032.000000 Penalty: 5961.687988
	Iteration 14Q: 3 clusters Score -2.243503e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -22435088.000000 Penalty: 5961.687988
	Iteration 15Q: 3 clusters Score -2.243509e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -22435132.000000 Penalty: 5961.687988
	Iteration 16Q: 3 clusters Score -2.243513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 165548 members 
Entering Unmasked Estep 
Score: -22435148.000000 Penalty: 5961.687988
	Iteration 17Q: 3 clusters Score -2.243515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -22435154.000000 Penalty: 5961.687988
	Iteration 18Q: 3 clusters Score -2.243515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -22435158.000000 Penalty: 5961.687988
	Iteration 19Q: 3 clusters Score -2.243516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -22435154.000000 Penalty: 5961.687988
	Iteration 20F: 3 clusters Score -2.243515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -22435162.000000 Penalty: 5961.687988
	Iteration 21Q: 3 clusters Score -2.243516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 165559 members 
Entering Unmasked Estep 
Score: -22435168.000000 Penalty: 5961.687988
	Iteration 22Q: 3 clusters Score -2.243517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -22435162.000000 Penalty: 5961.687988
	Iteration 23Q: 3 clusters Score -2.243516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -22435184.000000 Penalty: 5961.687988
	Iteration 24Q: 3 clusters Score -2.243518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -22435188.000000 Penalty: 5961.687988
	Iteration 25Q: 3 clusters Score -2.243519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -22435198.000000 Penalty: 5961.687988
	Iteration 26Q: 3 clusters Score -2.24352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 165573 members 
Entering Unmasked Estep 
Score: -22435192.000000 Penalty: 5961.687988
	Iteration 27Q: 3 clusters Score -2.243519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 165579 members 
Entering Unmasked Estep 
Score: -22435204.000000 Penalty: 5961.687988
	Iteration 28Q: 3 clusters Score -2.24352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -22435198.000000 Penalty: 5961.687988
	Iteration 29Q: 3 clusters Score -2.24352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 165594 members 
Entering Unmasked Estep 
Score: -22435228.000000 Penalty: 5961.687988
	Iteration 30Q: 3 clusters Score -2.243523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 165597 members 
Entering Unmasked Estep 
Score: -22435242.000000 Penalty: 5961.687988
	Iteration 31Q: 3 clusters Score -2.243524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -22435244.000000 Penalty: 5961.687988
	Iteration 32Q: 3 clusters Score -2.243524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -22435238.000000 Penalty: 5961.687988
	Iteration 33Q: 3 clusters Score -2.243524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -22435238.000000 Penalty: 5961.687988
	Iteration 34F: 3 clusters Score -2.243524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -333996.125000 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -333996.1 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 1209 members 
Entering Unmasked Estep 
Score: -331067.343750 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -331067.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -331598.906250 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -331598.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -331720.312500 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -331720.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -331788.187500 Penalty: 3877.142822
	Iteration 3Q: 3 clusters Score -331788.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -331828.437500 Penalty: 3877.142822
	Iteration 4Q: 3 clusters Score -331828.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -331856.687500 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -331856.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -331878.656250 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -331878.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -331896.062500 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -331896.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -331908.843750 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -331908.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -331920.000000 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -331920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -331929.093750 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -331929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -331941.218750 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -331941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -331949.218750 Penalty: 3877.142822
	Iteration 12Q: 3 clusters Score -331949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -331955.125000 Penalty: 3877.142822
	Iteration 13Q: 3 clusters Score -331955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -331957.906250 Penalty: 3877.142822
	Iteration 14Q: 3 clusters Score -331957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -331960.093750 Penalty: 3877.142822
	Iteration 15Q: 3 clusters Score -331960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -331961.531250 Penalty: 3877.142822
	Iteration 16Q: 3 clusters Score -331961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -331962.843750 Penalty: 3877.142822
	Iteration 17Q: 3 clusters Score -331962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -331962.968750 Penalty: 3877.142822
	Iteration 18Q: 3 clusters Score -331963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -331963.343750 Penalty: 3877.142822
	Iteration 19Q: 3 clusters Score -331963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -331963.375000 Penalty: 3877.142822
	Iteration 20F: 3 clusters Score -331963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 255 members 
Entering Unmasked Estep 
Score: -50977.078125 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50977.08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51363.304688 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51363.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51630.281250 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51630.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51787.203125 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51787.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51888.527344 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51888.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51937.875000 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51937.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52072.292969 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52072.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52205.894531 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52205.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52254.820312 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52254.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52276.640625 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52276.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52306.617188 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52306.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52338.828125 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52338.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52364.199219 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52396.773438 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -52396.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52410.035156 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -52410.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52426.539062 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -52426.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52432.132812 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -52432.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52432.132812 Penalty: 3080.457520
	Iteration 17F: 3 clusters Score -52432.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26969 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 40816 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79379 members 
Mstep: Class 12 contains 142376 members 
Mstep: Class 13 contains 73644 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10232 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163062 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171936 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 165965 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 262 members 
Entering Unmasked Estep 
Score: -126428256.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126430080.000000 to -126428256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 122 members 
Entering Unmasked Estep 
Score: -24231.488281 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24231.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24396.447266 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24396.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24504.146484 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -24504.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24549.289062 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24549.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24606.341797 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24606.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24747.007812 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -24747.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24790.574219 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -24790.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24808.269531 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -24808.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24842.722656 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -24842.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24845.263672 Penalty: 2722.513184
	Iteration 9Q: 3 clusters Score -24845.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24848.738281 Penalty: 2722.513184
	Iteration 10Q: 3 clusters Score -24848.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24849.261719 Penalty: 2722.513184
	Iteration 11F: 3 clusters Score -24849.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24870.343750 Penalty: 2722.513184
	Iteration 12Q: 3 clusters Score -24870.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24878.675781 Penalty: 2722.513184
	Iteration 13Q: 3 clusters Score -24878.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24886.988281 Penalty: 2722.513184
	Iteration 14Q: 3 clusters Score -24886.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24894.789062 Penalty: 2722.513184
	Iteration 15Q: 3 clusters Score -24894.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24894.789062 Penalty: 2722.513184
	Iteration 16F: 3 clusters Score -24894.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26969 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 40816 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79379 members 
Mstep: Class 12 contains 142376 members 
Mstep: Class 13 contains 73644 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10232 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163062 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171936 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 165965 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430072.000000 Penalty: 88796.882812
Iteration 319Q: 27 clusters Score -1.264301e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26975 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 40838 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 79365 members 
Mstep: Class 12 contains 142189 members 
Mstep: Class 13 contains 73718 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10229 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163106 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171764 members 
Mstep: Class 22 contains 30448 members 
Mstep: Class 23 contains 166200 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429960.000000 Penalty: 88796.882812
Iteration 320F: 27 clusters Score -1.2643e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 26982 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 40866 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 12820 members 
Mstep: Class 11 contains 79348 members 
Mstep: Class 12 contains 141975 members 
Mstep: Class 13 contains 73817 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163167 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171599 members 
Mstep: Class 22 contains 30445 members 
Mstep: Class 23 contains 166406 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126430024.000000 Penalty: 88796.882812
Iteration 321Q: 27 clusters Score -1.2643e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8565 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 26994 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 40884 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 12820 members 
Mstep: Class 11 contains 79331 members 
Mstep: Class 12 contains 141753 members 
Mstep: Class 13 contains 73903 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163222 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171497 members 
Mstep: Class 22 contains 30436 members 
Mstep: Class 23 contains 166585 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429872.000000 Penalty: 88796.882812
Iteration 322Q: 27 clusters Score -1.264299e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27000 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 40911 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 79310 members 
Mstep: Class 12 contains 141549 members 
Mstep: Class 13 contains 73966 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10228 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163246 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171385 members 
Mstep: Class 22 contains 30424 members 
Mstep: Class 23 contains 166815 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429712.000000 Penalty: 88796.882812
Iteration 323Q: 27 clusters Score -1.264297e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27003 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 40927 members 
Mstep: Class 9 contains 8960 members 
Mstep: Class 10 contains 12826 members 
Mstep: Class 11 contains 79297 members 
Mstep: Class 12 contains 141330 members 
Mstep: Class 13 contains 74061 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10228 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163262 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171325 members 
Mstep: Class 22 contains 30418 members 
Mstep: Class 23 contains 166988 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429600.000000 Penalty: 88796.882812
Iteration 324Q: 27 clusters Score -1.264296e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8547 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27016 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 40950 members 
Mstep: Class 9 contains 8958 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 79278 members 
Mstep: Class 12 contains 141079 members 
Mstep: Class 13 contains 74142 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10227 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163300 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171283 members 
Mstep: Class 22 contains 30420 members 
Mstep: Class 23 contains 167153 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429560.000000 Penalty: 88796.882812
Iteration 325Q: 27 clusters Score -1.264296e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27045 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 40965 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 79252 members 
Mstep: Class 12 contains 140833 members 
Mstep: Class 13 contains 74235 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10226 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163348 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171222 members 
Mstep: Class 22 contains 30413 members 
Mstep: Class 23 contains 167311 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429344.000000 Penalty: 88796.882812
Iteration 326Q: 27 clusters Score -1.264293e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27069 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 40983 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 12825 members 
Mstep: Class 11 contains 79238 members 
Mstep: Class 12 contains 140602 members 
Mstep: Class 13 contains 74318 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163368 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171151 members 
Mstep: Class 22 contains 30406 members 
Mstep: Class 23 contains 167496 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429136.000000 Penalty: 88796.882812
Iteration 327Q: 27 clusters Score -1.264291e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41006 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 79234 members 
Mstep: Class 12 contains 140381 members 
Mstep: Class 13 contains 74388 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10225 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163395 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 171057 members 
Mstep: Class 22 contains 30403 members 
Mstep: Class 23 contains 167680 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429160.000000 Penalty: 88796.882812
Iteration 328Q: 27 clusters Score -1.264292e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27104 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 41017 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 79209 members 
Mstep: Class 12 contains 140158 members 
Mstep: Class 13 contains 74474 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163428 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170976 members 
Mstep: Class 22 contains 30404 members 
Mstep: Class 23 contains 167859 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429392.000000 Penalty: 88796.882812
Iteration 329Q: 27 clusters Score -1.264294e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27125 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41036 members 
Mstep: Class 9 contains 8950 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 79202 members 
Mstep: Class 12 contains 139887 members 
Mstep: Class 13 contains 74549 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10217 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163457 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170932 members 
Mstep: Class 22 contains 30398 members 
Mstep: Class 23 contains 168049 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429400.000000 Penalty: 88796.882812
Iteration 330Q: 27 clusters Score -1.264294e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27137 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 8947 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 79194 members 
Mstep: Class 12 contains 139672 members 
Mstep: Class 13 contains 74629 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163504 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170849 members 
Mstep: Class 22 contains 30399 members 
Mstep: Class 23 contains 168200 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429424.000000 Penalty: 88796.882812
Iteration 331Q: 27 clusters Score -1.264294e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27155 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41066 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 79177 members 
Mstep: Class 12 contains 139477 members 
Mstep: Class 13 contains 74707 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163525 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170805 members 
Mstep: Class 22 contains 30400 members 
Mstep: Class 23 contains 168329 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429440.000000 Penalty: 88796.882812
Iteration 332Q: 27 clusters Score -1.264294e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27167 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41075 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 79171 members 
Mstep: Class 12 contains 139276 members 
Mstep: Class 13 contains 74776 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10202 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163573 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170732 members 
Mstep: Class 22 contains 30413 members 
Mstep: Class 23 contains 168472 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429272.000000 Penalty: 88796.882812
Iteration 333Q: 27 clusters Score -1.264293e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8534 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27176 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41083 members 
Mstep: Class 9 contains 8944 members 
Mstep: Class 10 contains 12835 members 
Mstep: Class 11 contains 79163 members 
Mstep: Class 12 contains 139091 members 
Mstep: Class 13 contains 74842 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10197 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163602 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170692 members 
Mstep: Class 22 contains 30416 members 
Mstep: Class 23 contains 168598 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428984.000000 Penalty: 88796.882812
Iteration 334Q: 27 clusters Score -1.26429e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8533 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41089 members 
Mstep: Class 9 contains 8942 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 79151 members 
Mstep: Class 12 contains 138962 members 
Mstep: Class 13 contains 74891 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163622 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170651 members 
Mstep: Class 22 contains 30415 members 
Mstep: Class 23 contains 168700 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429168.000000 Penalty: 88796.882812
Iteration 335Q: 27 clusters Score -1.264292e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27214 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41090 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 79132 members 
Mstep: Class 12 contains 138799 members 
Mstep: Class 13 contains 74946 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10176 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163663 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170635 members 
Mstep: Class 22 contains 30418 members 
Mstep: Class 23 contains 168785 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429136.000000 Penalty: 88796.882812
Iteration 336Q: 27 clusters Score -1.264291e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27234 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 8940 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 79093 members 
Mstep: Class 12 contains 138635 members 
Mstep: Class 13 contains 75008 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10167 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163698 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170672 members 
Mstep: Class 22 contains 30420 members 
Mstep: Class 23 contains 168834 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428968.000000 Penalty: 88796.882812
Iteration 337Q: 27 clusters Score -1.26429e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41112 members 
Mstep: Class 9 contains 8940 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 79047 members 
Mstep: Class 12 contains 138475 members 
Mstep: Class 13 contains 75077 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10152 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163727 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170690 members 
Mstep: Class 22 contains 30421 members 
Mstep: Class 23 contains 168894 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428912.000000 Penalty: 88796.882812
Iteration 338Q: 27 clusters Score -1.264289e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8543 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27270 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 41125 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 79011 members 
Mstep: Class 12 contains 138326 members 
Mstep: Class 13 contains 75116 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163784 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170664 members 
Mstep: Class 22 contains 30424 members 
Mstep: Class 23 contains 168986 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429000.000000 Penalty: 88796.882812
Iteration 339Q: 27 clusters Score -1.26429e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41141 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 78979 members 
Mstep: Class 12 contains 138131 members 
Mstep: Class 13 contains 75182 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163824 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170658 members 
Mstep: Class 22 contains 30431 members 
Mstep: Class 23 contains 169089 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429192.000000 Penalty: 88796.882812
Iteration 340F: 27 clusters Score -1.264292e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27317 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 41146 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 12839 members 
Mstep: Class 11 contains 78945 members 
Mstep: Class 12 contains 137977 members 
Mstep: Class 13 contains 75239 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10112 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163844 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170622 members 
Mstep: Class 22 contains 30444 members 
Mstep: Class 23 contains 169205 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429288.000000 Penalty: 88796.882812
Iteration 341Q: 27 clusters Score -1.264293e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27338 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41151 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 78934 members 
Mstep: Class 12 contains 137849 members 
Mstep: Class 13 contains 75298 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163855 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170544 members 
Mstep: Class 22 contains 30457 members 
Mstep: Class 23 contains 169325 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429448.000000 Penalty: 88796.882812
Iteration 342Q: 27 clusters Score -1.264294e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 12108 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27367 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 41163 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 12839 members 
Mstep: Class 11 contains 78925 members 
Mstep: Class 12 contains 137697 members 
Mstep: Class 13 contains 75341 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10090 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163837 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170539 members 
Mstep: Class 22 contains 30466 members 
Mstep: Class 23 contains 169434 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429416.000000 Penalty: 88796.882812
Iteration 343Q: 27 clusters Score -1.264294e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 12108 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27389 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 41163 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 12840 members 
Mstep: Class 11 contains 78900 members 
Mstep: Class 12 contains 137553 members 
Mstep: Class 13 contains 75380 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163841 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170530 members 
Mstep: Class 22 contains 30477 members 
Mstep: Class 23 contains 169552 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429208.000000 Penalty: 88796.882812
Iteration 344Q: 27 clusters Score -1.264292e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 12111 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27422 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41166 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 12842 members 
Mstep: Class 11 contains 78877 members 
Mstep: Class 12 contains 137431 members 
Mstep: Class 13 contains 75423 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10061 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163853 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170490 members 
Mstep: Class 22 contains 30482 members 
Mstep: Class 23 contains 169655 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428896.000000 Penalty: 88796.882812
Iteration 345Q: 27 clusters Score -1.264289e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 12110 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27458 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41171 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 12845 members 
Mstep: Class 11 contains 78862 members 
Mstep: Class 12 contains 137305 members 
Mstep: Class 13 contains 75469 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10049 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163830 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170477 members 
Mstep: Class 22 contains 30489 members 
Mstep: Class 23 contains 169754 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428840.000000 Penalty: 88796.882812
Iteration 346Q: 27 clusters Score -1.264288e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 12111 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27496 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41180 members 
Mstep: Class 9 contains 8910 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 78845 members 
Mstep: Class 12 contains 137196 members 
Mstep: Class 13 contains 75505 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163846 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170444 members 
Mstep: Class 22 contains 30497 members 
Mstep: Class 23 contains 169811 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428752.000000 Penalty: 88796.882812
Iteration 347Q: 27 clusters Score -1.264288e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 12113 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27525 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41199 members 
Mstep: Class 9 contains 8903 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 78828 members 
Mstep: Class 12 contains 137080 members 
Mstep: Class 13 contains 75535 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163883 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170398 members 
Mstep: Class 22 contains 30503 members 
Mstep: Class 23 contains 169887 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428704.000000 Penalty: 88796.882812
Iteration 348Q: 27 clusters Score -1.264287e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 12115 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27553 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41217 members 
Mstep: Class 9 contains 8896 members 
Mstep: Class 10 contains 12849 members 
Mstep: Class 11 contains 78801 members 
Mstep: Class 12 contains 136942 members 
Mstep: Class 13 contains 75571 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 10010 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163906 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170401 members 
Mstep: Class 22 contains 30500 members 
Mstep: Class 23 contains 169960 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428696.000000 Penalty: 88796.882812
Iteration 349Q: 27 clusters Score -1.264287e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 12118 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27578 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41238 members 
Mstep: Class 9 contains 8892 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 78779 members 
Mstep: Class 12 contains 136783 members 
Mstep: Class 13 contains 75620 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9995 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163922 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170379 members 
Mstep: Class 22 contains 30507 members 
Mstep: Class 23 contains 170057 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428616.000000 Penalty: 88796.882812
Iteration 350Q: 27 clusters Score -1.264286e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 12119 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27597 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41243 members 
Mstep: Class 9 contains 8891 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 78752 members 
Mstep: Class 12 contains 136668 members 
Mstep: Class 13 contains 75661 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9969 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163920 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170336 members 
Mstep: Class 22 contains 30521 members 
Mstep: Class 23 contains 170179 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428248.000000 Penalty: 88796.882812
Iteration 351Q: 27 clusters Score -1.264282e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27619 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41254 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 12860 members 
Mstep: Class 11 contains 78715 members 
Mstep: Class 12 contains 136537 members 
Mstep: Class 13 contains 75720 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163940 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170305 members 
Mstep: Class 22 contains 30525 members 
Mstep: Class 23 contains 170273 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428112.000000 Penalty: 88796.882812
Iteration 352Q: 27 clusters Score -1.264281e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27653 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41263 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 12860 members 
Mstep: Class 11 contains 78686 members 
Mstep: Class 12 contains 136376 members 
Mstep: Class 13 contains 75774 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9934 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 163988 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170292 members 
Mstep: Class 22 contains 30521 members 
Mstep: Class 23 contains 170348 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428128.000000 Penalty: 88796.882812
Iteration 353Q: 27 clusters Score -1.264281e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8571 members 
Mstep: Class 3 contains 12126 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27695 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41279 members 
Mstep: Class 9 contains 8881 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 78647 members 
Mstep: Class 12 contains 136223 members 
Mstep: Class 13 contains 75807 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 164013 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170293 members 
Mstep: Class 22 contains 30531 members 
Mstep: Class 23 contains 170433 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428144.000000 Penalty: 88796.882812
Iteration 354Q: 27 clusters Score -1.264281e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 12130 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27756 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41293 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 78606 members 
Mstep: Class 12 contains 136058 members 
Mstep: Class 13 contains 75847 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9874 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 164052 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170279 members 
Mstep: Class 22 contains 30542 members 
Mstep: Class 23 contains 170512 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428224.000000 Penalty: 88796.882812
Iteration 355Q: 27 clusters Score -1.264282e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8578 members 
Mstep: Class 3 contains 12134 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27808 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41298 members 
Mstep: Class 9 contains 8873 members 
Mstep: Class 10 contains 12871 members 
Mstep: Class 11 contains 78587 members 
Mstep: Class 12 contains 135923 members 
Mstep: Class 13 contains 75877 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9845 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164135 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170230 members 
Mstep: Class 22 contains 30551 members 
Mstep: Class 23 contains 170551 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428064.000000 Penalty: 88796.882812
Iteration 356Q: 27 clusters Score -1.264281e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 12141 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 41311 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 78553 members 
Mstep: Class 12 contains 135759 members 
Mstep: Class 13 contains 75928 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164224 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170153 members 
Mstep: Class 22 contains 30559 members 
Mstep: Class 23 contains 170630 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428112.000000 Penalty: 88796.882812
Iteration 357Q: 27 clusters Score -1.264281e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 12141 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 41344 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 12873 members 
Mstep: Class 11 contains 78534 members 
Mstep: Class 12 contains 135616 members 
Mstep: Class 13 contains 75970 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9779 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164298 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 170069 members 
Mstep: Class 22 contains 30580 members 
Mstep: Class 23 contains 170681 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428312.000000 Penalty: 88796.882812
Iteration 358Q: 27 clusters Score -1.264283e+08 nChanged 1296
Entering ConstructFrom: 
Score: -126428312.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 189 members 
Entering Unmasked Estep 
Score: -40488.183594 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40488.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40723.296875 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40723.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40858.234375 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40858.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41034.953125 Penalty: 2941.076172
	Iteration 3F: 3 clusters Score -41034.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41293.156250 Penalty: 2941.076172
	Iteration 4F: 3 clusters Score -41293.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41611.296875 Penalty: 2941.076172
	Iteration 5F: 3 clusters Score -41611.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41959.906250 Penalty: 2941.076172
	Iteration 6F: 3 clusters Score -41959.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42143.167969 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -42143.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42340.921875 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -42340.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42787.144531 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -42787.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42905.273438 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -42905.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43267.078125 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -43267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43267.078125 Penalty: 2941.076172
	Iteration 12F: 3 clusters Score -43267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41364 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 78499 members 
Mstep: Class 12 contains 135507 members 
Mstep: Class 13 contains 76034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9745 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164365 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169969 members 
Mstep: Class 22 contains 30598 members 
Mstep: Class 23 contains 170744 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 205 members 
Entering Unmasked Estep 
Score: -126427512.000000 Penalty: 92212.148438
Splitting cluster 1 changes total score from -126428312.000000 to -126427512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -1093578.375000 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -1093578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1086849.250000 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -1086849 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1088648.625000 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -1088649 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1088939.750000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -1088940 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1089142.875000 Penalty: 4493.693359
	Iteration 3F: 3 clusters Score -1089143 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1089287.000000 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -1089287 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1089387.625000 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -1089388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1089477.875000 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -1089478 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1089558.250000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -1089558 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1089625.750000 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -1089626 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1089688.375000 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -1089688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1089736.250000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -1089736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1089786.625000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -1089787 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1089841.875000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -1089842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1089889.625000 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -1089890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1089953.625000 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -1089954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1090031.625000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -1090032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1090113.875000 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -1090114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1090206.000000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -1090206 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1090300.750000 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -1090301 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1090395.500000 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -1090396 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1090492.250000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -1090492 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1090587.125000 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -1090587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1090676.500000 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -1090676 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1090761.250000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -1090761 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1090843.250000 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -1090843 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1090917.500000 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -1090918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1090983.250000 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -1090983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1091038.125000 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -1091038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1091089.625000 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -1091090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1091132.125000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -1091132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1091165.875000 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -1091166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1091200.750000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -1091201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1091242.250000 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -1091242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1091297.875000 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -1091298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1091344.500000 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -1091344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1091387.875000 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -1091388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1091412.750000 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -1091413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1091434.500000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -1091434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1091456.000000 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -1091456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1091478.625000 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -1091479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1091500.250000 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -1091500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1091515.125000 Penalty: 4493.693359
	Iteration 41Q: 3 clusters Score -1091515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1091531.375000 Penalty: 4493.693359
	Iteration 42Q: 3 clusters Score -1091531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1091550.625000 Penalty: 4493.693359
	Iteration 43Q: 3 clusters Score -1091551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1091565.875000 Penalty: 4493.693359
	Iteration 44Q: 3 clusters Score -1091566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1091573.750000 Penalty: 4493.693359
	Iteration 45Q: 3 clusters Score -1091574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1091579.375000 Penalty: 4493.693359
	Iteration 46Q: 3 clusters Score -1091579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1091582.125000 Penalty: 4493.693359
	Iteration 47Q: 3 clusters Score -1091582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1091589.625000 Penalty: 4493.693359
	Iteration 48Q: 3 clusters Score -1091590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1091591.375000 Penalty: 4493.693359
	Iteration 49Q: 3 clusters Score -1091591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1091593.875000 Penalty: 4493.693359
	Iteration 50Q: 3 clusters Score -1091594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1091596.875000 Penalty: 4493.693359
	Iteration 51Q: 3 clusters Score -1091597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1091598.125000 Penalty: 4493.693359
	Iteration 52Q: 3 clusters Score -1091598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1091598.125000 Penalty: 4493.693359
	Iteration 53Q: 3 clusters Score -1091598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1091601.375000 Penalty: 4493.693359
	Iteration 54Q: 3 clusters Score -1091601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1091601.375000 Penalty: 4493.693359
	Iteration 55F: 3 clusters Score -1091601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -1436878.500000 Penalty: 2332.338379
	Iteration 0F: 2 clusters Score -1436878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1427897.750000 Penalty: 4664.676758
	Iteration 0F: 3 clusters Score -1427898 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1430857.875000 Penalty: 4664.676758
	Iteration 1F: 3 clusters Score -1430858 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1431576.750000 Penalty: 4664.676758
	Iteration 2F: 3 clusters Score -1431577 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1432360.000000 Penalty: 4664.676758
	Iteration 3F: 3 clusters Score -1432360 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1433227.125000 Penalty: 4664.676758
	Iteration 4F: 3 clusters Score -1433227 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1434037.625000 Penalty: 4664.676758
	Iteration 5F: 3 clusters Score -1434038 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1434524.625000 Penalty: 4664.676758
	Iteration 6F: 3 clusters Score -1434525 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1434824.250000 Penalty: 4664.676758
	Iteration 7Q: 3 clusters Score -1434824 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1435017.125000 Penalty: 4664.676758
	Iteration 8Q: 3 clusters Score -1435017 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1435144.375000 Penalty: 4664.676758
	Iteration 9Q: 3 clusters Score -1435144 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1435229.125000 Penalty: 4664.676758
	Iteration 10Q: 3 clusters Score -1435229 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1435293.250000 Penalty: 4664.676758
	Iteration 11Q: 3 clusters Score -1435293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1435336.625000 Penalty: 4664.676758
	Iteration 12Q: 3 clusters Score -1435337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1435372.875000 Penalty: 4664.676758
	Iteration 13Q: 3 clusters Score -1435373 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1435408.250000 Penalty: 4664.676758
	Iteration 14Q: 3 clusters Score -1435408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1435429.875000 Penalty: 4664.676758
	Iteration 15Q: 3 clusters Score -1435430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1435453.125000 Penalty: 4664.676758
	Iteration 16Q: 3 clusters Score -1435453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1435478.625000 Penalty: 4664.676758
	Iteration 17Q: 3 clusters Score -1435479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1435507.375000 Penalty: 4664.676758
	Iteration 18Q: 3 clusters Score -1435507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1435542.250000 Penalty: 4664.676758
	Iteration 19Q: 3 clusters Score -1435542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1435569.000000 Penalty: 4664.676758
	Iteration 20F: 3 clusters Score -1435569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1435587.375000 Penalty: 4664.676758
	Iteration 21Q: 3 clusters Score -1435587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1435602.375000 Penalty: 4664.676758
	Iteration 22Q: 3 clusters Score -1435602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1435617.375000 Penalty: 4664.676758
	Iteration 23Q: 3 clusters Score -1435617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1435634.250000 Penalty: 4664.676758
	Iteration 24Q: 3 clusters Score -1435634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1435653.875000 Penalty: 4664.676758
	Iteration 25Q: 3 clusters Score -1435654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1435660.875000 Penalty: 4664.676758
	Iteration 26Q: 3 clusters Score -1435661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1435664.125000 Penalty: 4664.676758
	Iteration 27Q: 3 clusters Score -1435664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1435663.250000 Penalty: 4664.676758
	Iteration 28Q: 3 clusters Score -1435663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1435668.250000 Penalty: 4664.676758
	Iteration 29Q: 3 clusters Score -1435668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1435675.625000 Penalty: 4664.676758
	Iteration 30Q: 3 clusters Score -1435676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1435680.625000 Penalty: 4664.676758
	Iteration 31Q: 3 clusters Score -1435681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1435684.625000 Penalty: 4664.676758
	Iteration 32Q: 3 clusters Score -1435685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1435691.125000 Penalty: 4664.676758
	Iteration 33Q: 3 clusters Score -1435691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1435692.500000 Penalty: 4664.676758
	Iteration 34Q: 3 clusters Score -1435692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1435698.250000 Penalty: 4664.676758
	Iteration 35Q: 3 clusters Score -1435698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1435699.625000 Penalty: 4664.676758
	Iteration 36Q: 3 clusters Score -1435700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1435701.375000 Penalty: 4664.676758
	Iteration 37Q: 3 clusters Score -1435701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1435702.625000 Penalty: 4664.676758
	Iteration 38Q: 3 clusters Score -1435703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1435701.500000 Penalty: 4664.676758
	Iteration 39Q: 3 clusters Score -1435702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1435705.250000 Penalty: 4664.676758
	Iteration 40F: 3 clusters Score -1435705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1435706.875000 Penalty: 4664.676758
	Iteration 41Q: 3 clusters Score -1435707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1435710.500000 Penalty: 4664.676758
	Iteration 42Q: 3 clusters Score -1435710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1435716.625000 Penalty: 4664.676758
	Iteration 43Q: 3 clusters Score -1435717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1435718.500000 Penalty: 4664.676758
	Iteration 44Q: 3 clusters Score -1435718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1435724.875000 Penalty: 4664.676758
	Iteration 45Q: 3 clusters Score -1435725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1435735.875000 Penalty: 4664.676758
	Iteration 46Q: 3 clusters Score -1435736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1435739.750000 Penalty: 4664.676758
	Iteration 47Q: 3 clusters Score -1435740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1435746.750000 Penalty: 4664.676758
	Iteration 48Q: 3 clusters Score -1435747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1435749.000000 Penalty: 4664.676758
	Iteration 49Q: 3 clusters Score -1435749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1435751.125000 Penalty: 4664.676758
	Iteration 50Q: 3 clusters Score -1435751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1435751.750000 Penalty: 4664.676758
	Iteration 51Q: 3 clusters Score -1435752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1435755.500000 Penalty: 4664.676758
	Iteration 52Q: 3 clusters Score -1435756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1435755.875000 Penalty: 4664.676758
	Iteration 53Q: 3 clusters Score -1435756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1435756.625000 Penalty: 4664.676758
	Iteration 54Q: 3 clusters Score -1435757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1435760.000000 Penalty: 4664.676758
	Iteration 55Q: 3 clusters Score -1435760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1435766.000000 Penalty: 4664.676758
	Iteration 56Q: 3 clusters Score -1435766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1435770.250000 Penalty: 4664.676758
	Iteration 57Q: 3 clusters Score -1435770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1435776.000000 Penalty: 4664.676758
	Iteration 58Q: 3 clusters Score -1435776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1435785.125000 Penalty: 4664.676758
	Iteration 59Q: 3 clusters Score -1435785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1435791.625000 Penalty: 4664.676758
	Iteration 60F: 3 clusters Score -1435792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1435794.875000 Penalty: 4664.676758
	Iteration 61Q: 3 clusters Score -1435795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1435798.000000 Penalty: 4664.676758
	Iteration 62Q: 3 clusters Score -1435798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1435807.750000 Penalty: 4664.676758
	Iteration 63Q: 3 clusters Score -1435808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1435810.500000 Penalty: 4664.676758
	Iteration 64Q: 3 clusters Score -1435810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1435819.500000 Penalty: 4664.676758
	Iteration 65Q: 3 clusters Score -1435820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1435821.125000 Penalty: 4664.676758
	Iteration 66Q: 3 clusters Score -1435821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1435823.375000 Penalty: 4664.676758
	Iteration 67Q: 3 clusters Score -1435823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1435826.000000 Penalty: 4664.676758
	Iteration 68Q: 3 clusters Score -1435826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1435827.000000 Penalty: 4664.676758
	Iteration 69Q: 3 clusters Score -1435827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1435827.125000 Penalty: 4664.676758
	Iteration 70Q: 3 clusters Score -1435827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1435835.000000 Penalty: 4664.676758
	Iteration 71Q: 3 clusters Score -1435835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1435838.500000 Penalty: 4664.676758
	Iteration 72Q: 3 clusters Score -1435838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1435840.750000 Penalty: 4664.676758
	Iteration 73Q: 3 clusters Score -1435841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1435842.625000 Penalty: 4664.676758
	Iteration 74Q: 3 clusters Score -1435843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1435840.875000 Penalty: 4664.676758
	Iteration 75Q: 3 clusters Score -1435841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1435843.750000 Penalty: 4664.676758
	Iteration 76Q: 3 clusters Score -1435844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1435843.750000 Penalty: 4664.676758
	Iteration 77Q: 3 clusters Score -1435844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1435846.125000 Penalty: 4664.676758
	Iteration 78Q: 3 clusters Score -1435846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1435846.125000 Penalty: 4664.676758
	Iteration 79Q: 3 clusters Score -1435846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1435845.875000 Penalty: 4664.676758
	Iteration 80F: 3 clusters Score -1435846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1435847.500000 Penalty: 4664.676758
	Iteration 81Q: 3 clusters Score -1435848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1435847.500000 Penalty: 4664.676758
	Iteration 82F: 3 clusters Score -1435848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -179299.484375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -179299.5 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 683 members 
Entering Unmasked Estep 
Score: -177093.781250 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -177093.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177402.953125 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -177403 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177500.406250 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -177500.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177574.906250 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -177574.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177616.046875 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -177616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177631.750000 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -177631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177638.640625 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -177638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -177642.859375 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -177642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177644.953125 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -177645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177644.953125 Penalty: 3569.184814
	Iteration 9F: 3 clusters Score -177645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Entering Unmasked Estep 
Score: -3806921.000000 Penalty: 2539.004639
	Iteration 0F: 2 clusters Score -3806921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3787608.000000 Penalty: 5078.009277
	Iteration 0F: 3 clusters Score -3787608 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3794422.250000 Penalty: 5078.009277
	Iteration 1F: 3 clusters Score -3794422 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3794823.250000 Penalty: 5078.009277
	Iteration 2Q: 3 clusters Score -3794823 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3795161.000000 Penalty: 5078.009277
	Iteration 3Q: 3 clusters Score -3795161 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3795443.750000 Penalty: 5078.009277
	Iteration 4Q: 3 clusters Score -3795444 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3795699.750000 Penalty: 5078.009277
	Iteration 5Q: 3 clusters Score -3795700 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3795908.500000 Penalty: 5078.009277
	Iteration 6Q: 3 clusters Score -3795908 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3796201.500000 Penalty: 5078.009277
	Iteration 7Q: 3 clusters Score -3796202 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3796568.000000 Penalty: 5078.009277
	Iteration 8Q: 3 clusters Score -3796568 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3797108.000000 Penalty: 5078.009277
	Iteration 9Q: 3 clusters Score -3797108 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3797808.000000 Penalty: 5078.009277
	Iteration 10Q: 3 clusters Score -3797808 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3798742.000000 Penalty: 5078.009277
	Iteration 11F: 3 clusters Score -3798742 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3800016.000000 Penalty: 5078.009277
	Iteration 12F: 3 clusters Score -3800016 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3801407.000000 Penalty: 5078.009277
	Iteration 13F: 3 clusters Score -3801407 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3802444.750000 Penalty: 5078.009277
	Iteration 14Q: 3 clusters Score -3802445 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3803043.750000 Penalty: 5078.009277
	Iteration 15Q: 3 clusters Score -3803044 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3803320.000000 Penalty: 5078.009277
	Iteration 16Q: 3 clusters Score -3803320 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3803512.750000 Penalty: 5078.009277
	Iteration 17Q: 3 clusters Score -3803513 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3803645.250000 Penalty: 5078.009277
	Iteration 18Q: 3 clusters Score -3803645 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3803747.500000 Penalty: 5078.009277
	Iteration 19Q: 3 clusters Score -3803748 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3803830.250000 Penalty: 5078.009277
	Iteration 20F: 3 clusters Score -3803830 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3803911.750000 Penalty: 5078.009277
	Iteration 21Q: 3 clusters Score -3803912 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3803947.500000 Penalty: 5078.009277
	Iteration 22Q: 3 clusters Score -3803948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3803994.000000 Penalty: 5078.009277
	Iteration 23Q: 3 clusters Score -3803994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3804049.500000 Penalty: 5078.009277
	Iteration 24Q: 3 clusters Score -3804050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3804089.500000 Penalty: 5078.009277
	Iteration 25Q: 3 clusters Score -3804090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3804123.250000 Penalty: 5078.009277
	Iteration 26Q: 3 clusters Score -3804123 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3804141.750000 Penalty: 5078.009277
	Iteration 27Q: 3 clusters Score -3804142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3804165.500000 Penalty: 5078.009277
	Iteration 28Q: 3 clusters Score -3804166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3804184.000000 Penalty: 5078.009277
	Iteration 29Q: 3 clusters Score -3804184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3804195.750000 Penalty: 5078.009277
	Iteration 30Q: 3 clusters Score -3804196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3804209.000000 Penalty: 5078.009277
	Iteration 31Q: 3 clusters Score -3804209 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3804248.500000 Penalty: 5078.009277
	Iteration 32Q: 3 clusters Score -3804248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3804266.750000 Penalty: 5078.009277
	Iteration 33Q: 3 clusters Score -3804267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3804274.500000 Penalty: 5078.009277
	Iteration 34Q: 3 clusters Score -3804274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3804275.750000 Penalty: 5078.009277
	Iteration 35Q: 3 clusters Score -3804276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3804301.750000 Penalty: 5078.009277
	Iteration 36Q: 3 clusters Score -3804302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3804314.000000 Penalty: 5078.009277
	Iteration 37Q: 3 clusters Score -3804314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3804319.750000 Penalty: 5078.009277
	Iteration 38Q: 3 clusters Score -3804320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3804328.250000 Penalty: 5078.009277
	Iteration 39Q: 3 clusters Score -3804328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3804340.000000 Penalty: 5078.009277
	Iteration 40F: 3 clusters Score -3804340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3804356.750000 Penalty: 5078.009277
	Iteration 41Q: 3 clusters Score -3804357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3804363.500000 Penalty: 5078.009277
	Iteration 42Q: 3 clusters Score -3804364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3804381.500000 Penalty: 5078.009277
	Iteration 43Q: 3 clusters Score -3804382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3804390.250000 Penalty: 5078.009277
	Iteration 44Q: 3 clusters Score -3804390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3804389.750000 Penalty: 5078.009277
	Iteration 45Q: 3 clusters Score -3804390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3804402.250000 Penalty: 5078.009277
	Iteration 46Q: 3 clusters Score -3804402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3804409.000000 Penalty: 5078.009277
	Iteration 47Q: 3 clusters Score -3804409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3804409.250000 Penalty: 5078.009277
	Iteration 48Q: 3 clusters Score -3804409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3804428.750000 Penalty: 5078.009277
	Iteration 49Q: 3 clusters Score -3804429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3804431.000000 Penalty: 5078.009277
	Iteration 50Q: 3 clusters Score -3804431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3804436.250000 Penalty: 5078.009277
	Iteration 51Q: 3 clusters Score -3804436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3804443.000000 Penalty: 5078.009277
	Iteration 52Q: 3 clusters Score -3804443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3804439.500000 Penalty: 5078.009277
	Iteration 53Q: 3 clusters Score -3804440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3804441.500000 Penalty: 5078.009277
	Iteration 54Q: 3 clusters Score -3804442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3804443.500000 Penalty: 5078.009277
	Iteration 55Q: 3 clusters Score -3804444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3804447.500000 Penalty: 5078.009277
	Iteration 56Q: 3 clusters Score -3804448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3804451.250000 Penalty: 5078.009277
	Iteration 57Q: 3 clusters Score -3804451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3804446.250000 Penalty: 5078.009277
	Iteration 58Q: 3 clusters Score -3804446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3804443.250000 Penalty: 5078.009277
	Iteration 59Q: 3 clusters Score -3804443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3804443.250000 Penalty: 5078.009277
	Iteration 60F: 3 clusters Score -3804443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3804451.250000 Penalty: 5078.009277
	Iteration 61Q: 3 clusters Score -3804451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3804449.000000 Penalty: 5078.009277
	Iteration 62Q: 3 clusters Score -3804449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3804451.750000 Penalty: 5078.009277
	Iteration 63Q: 3 clusters Score -3804452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3804456.000000 Penalty: 5078.009277
	Iteration 64Q: 3 clusters Score -3804456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3804458.750000 Penalty: 5078.009277
	Iteration 65Q: 3 clusters Score -3804459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3804465.500000 Penalty: 5078.009277
	Iteration 66Q: 3 clusters Score -3804466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3804469.250000 Penalty: 5078.009277
	Iteration 67Q: 3 clusters Score -3804469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3804473.750000 Penalty: 5078.009277
	Iteration 68Q: 3 clusters Score -3804474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3804473.750000 Penalty: 5078.009277
	Iteration 69Q: 3 clusters Score -3804474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3804475.250000 Penalty: 5078.009277
	Iteration 70Q: 3 clusters Score -3804475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3804475.500000 Penalty: 5078.009277
	Iteration 71Q: 3 clusters Score -3804476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3804475.500000 Penalty: 5078.009277
	Iteration 72Q: 3 clusters Score -3804476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3804476.750000 Penalty: 5078.009277
	Iteration 73Q: 3 clusters Score -3804477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3804477.250000 Penalty: 5078.009277
	Iteration 74Q: 3 clusters Score -3804477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3804474.500000 Penalty: 5078.009277
	Iteration 75Q: 3 clusters Score -3804474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3804473.500000 Penalty: 5078.009277
	Iteration 76Q: 3 clusters Score -3804474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3804477.250000 Penalty: 5078.009277
	Iteration 77Q: 3 clusters Score -3804477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3804484.750000 Penalty: 5078.009277
	Iteration 78Q: 3 clusters Score -3804485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3804480.750000 Penalty: 5078.009277
	Iteration 79Q: 3 clusters Score -3804481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3804483.250000 Penalty: 5078.009277
	Iteration 80F: 3 clusters Score -3804483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3804481.250000 Penalty: 5078.009277
	Iteration 81Q: 3 clusters Score -3804481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3804489.500000 Penalty: 5078.009277
	Iteration 82Q: 3 clusters Score -3804490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3804490.000000 Penalty: 5078.009277
	Iteration 83Q: 3 clusters Score -3804490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3804500.750000 Penalty: 5078.009277
	Iteration 84Q: 3 clusters Score -3804501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3804502.500000 Penalty: 5078.009277
	Iteration 85Q: 3 clusters Score -3804502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3804508.500000 Penalty: 5078.009277
	Iteration 86Q: 3 clusters Score -3804508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3804509.000000 Penalty: 5078.009277
	Iteration 87Q: 3 clusters Score -3804509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3804517.000000 Penalty: 5078.009277
	Iteration 88Q: 3 clusters Score -3804517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3804509.500000 Penalty: 5078.009277
	Iteration 89Q: 3 clusters Score -3804510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3804511.250000 Penalty: 5078.009277
	Iteration 90Q: 3 clusters Score -3804511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3804504.750000 Penalty: 5078.009277
	Iteration 91Q: 3 clusters Score -3804505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3804512.500000 Penalty: 5078.009277
	Iteration 92Q: 3 clusters Score -3804512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3804512.750000 Penalty: 5078.009277
	Iteration 93Q: 3 clusters Score -3804513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3804512.000000 Penalty: 5078.009277
	Iteration 94Q: 3 clusters Score -3804512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3804515.000000 Penalty: 5078.009277
	Iteration 95Q: 3 clusters Score -3804515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3804522.750000 Penalty: 5078.009277
	Iteration 96Q: 3 clusters Score -3804523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3804518.250000 Penalty: 5078.009277
	Iteration 97Q: 3 clusters Score -3804518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3804516.500000 Penalty: 5078.009277
	Iteration 98Q: 3 clusters Score -3804516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3804517.500000 Penalty: 5078.009277
	Iteration 99Q: 3 clusters Score -3804518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3804517.500000 Penalty: 5078.009277
	Iteration 100F: 3 clusters Score -3804518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3804509.750000 Penalty: 5078.009277
	Iteration 101Q: 3 clusters Score -3804510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3804523.500000 Penalty: 5078.009277
	Iteration 102Q: 3 clusters Score -3804524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3804531.750000 Penalty: 5078.009277
	Iteration 103Q: 3 clusters Score -3804532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3804549.000000 Penalty: 5078.009277
	Iteration 104Q: 3 clusters Score -3804549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3804556.250000 Penalty: 5078.009277
	Iteration 105Q: 3 clusters Score -3804556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3804558.750000 Penalty: 5078.009277
	Iteration 106Q: 3 clusters Score -3804559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3804561.750000 Penalty: 5078.009277
	Iteration 107Q: 3 clusters Score -3804562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3804568.250000 Penalty: 5078.009277
	Iteration 108Q: 3 clusters Score -3804568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3804571.500000 Penalty: 5078.009277
	Iteration 109Q: 3 clusters Score -3804572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3804572.000000 Penalty: 5078.009277
	Iteration 110Q: 3 clusters Score -3804572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3804573.500000 Penalty: 5078.009277
	Iteration 111Q: 3 clusters Score -3804574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3804579.000000 Penalty: 5078.009277
	Iteration 112Q: 3 clusters Score -3804579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3804586.250000 Penalty: 5078.009277
	Iteration 113Q: 3 clusters Score -3804586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3804589.250000 Penalty: 5078.009277
	Iteration 114Q: 3 clusters Score -3804589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3804603.250000 Penalty: 5078.009277
	Iteration 115Q: 3 clusters Score -3804603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3804598.750000 Penalty: 5078.009277
	Iteration 116Q: 3 clusters Score -3804599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3804601.500000 Penalty: 5078.009277
	Iteration 117Q: 3 clusters Score -3804602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3804596.250000 Penalty: 5078.009277
	Iteration 118Q: 3 clusters Score -3804596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3804598.750000 Penalty: 5078.009277
	Iteration 119Q: 3 clusters Score -3804599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3804602.250000 Penalty: 5078.009277
	Iteration 120F: 3 clusters Score -3804602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3804601.500000 Penalty: 5078.009277
	Iteration 121Q: 3 clusters Score -3804602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3804603.000000 Penalty: 5078.009277
	Iteration 122Q: 3 clusters Score -3804603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3804602.000000 Penalty: 5078.009277
	Iteration 123Q: 3 clusters Score -3804602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3804601.750000 Penalty: 5078.009277
	Iteration 124Q: 3 clusters Score -3804602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3804601.750000 Penalty: 5078.009277
	Iteration 125F: 3 clusters Score -3804602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 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 289 members 
Entering Unmasked Estep 
Score: -67945.085938 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67945.09 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68181.703125 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68181.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68324.523438 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -68324.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68447.335938 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -68447.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68619.351562 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -68619.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68822.750000 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -68822.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69074.523438 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69074.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69191.625000 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69191.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69251.273438 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69251.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69313.867188 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69313.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69381.289062 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69381.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69441.929688 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69441.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69461.585938 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69461.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69479.531250 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69479.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69519.921875 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69519.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69579.500000 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69733.359375 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69733.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69779.789062 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -69779.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69779.789062 Penalty: 3153.489746
	Iteration 18F: 3 clusters Score -69779.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41364 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 78499 members 
Mstep: Class 12 contains 135507 members 
Mstep: Class 13 contains 76034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9745 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164365 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169969 members 
Mstep: Class 22 contains 30598 members 
Mstep: Class 23 contains 170744 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 354 members 
Entering Unmasked Estep 
Score: -126426456.000000 Penalty: 92212.148438
Splitting cluster 6 changes total score from -126428312.000000 to -126426456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -240833.468750 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -240833.5 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 1010 members 
Entering Unmasked Estep 
Score: -238262.718750 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -238262.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -238807.812500 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -238807.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -238982.921875 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -238982.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -239154.062500 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -239154.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239364.656250 Penalty: 3752.633545
	Iteration 4F: 3 clusters Score -239364.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -239608.390625 Penalty: 3752.633545
	Iteration 5F: 3 clusters Score -239608.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -239864.687500 Penalty: 3752.633545
	Iteration 6F: 3 clusters Score -239864.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -240043.953125 Penalty: 3752.633545
	Iteration 7F: 3 clusters Score -240044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -240143.359375 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -240143.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -240202.046875 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -240202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -240231.625000 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -240231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -240247.656250 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -240247.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -240261.453125 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -240261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -240271.031250 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -240271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -240279.500000 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -240279.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -240291.609375 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -240291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -240296.546875 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -240296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -240300.250000 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -240300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -240301.078125 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -240301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -240301.078125 Penalty: 3752.633545
	Iteration 19F: 3 clusters Score -240301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Entering Unmasked Estep 
Score: -5635154.500000 Penalty: 2636.281250
	Iteration 0F: 2 clusters Score -5635154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5607255.000000 Penalty: 5272.562500
	Iteration 0F: 3 clusters Score -5607255 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5617698.000000 Penalty: 5272.562500
	Iteration 1F: 3 clusters Score -5617698 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5618279.500000 Penalty: 5272.562500
	Iteration 2Q: 3 clusters Score -5618280 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5618785.000000 Penalty: 5272.562500
	Iteration 3Q: 3 clusters Score -5618785 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5619267.500000 Penalty: 5272.562500
	Iteration 4Q: 3 clusters Score -5619268 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -5619844.500000 Penalty: 5272.562500
	Iteration 5Q: 3 clusters Score -5619844 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5620641.000000 Penalty: 5272.562500
	Iteration 6Q: 3 clusters Score -5620641 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -5621760.500000 Penalty: 5272.562500
	Iteration 7Q: 3 clusters Score -5621760 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5623064.500000 Penalty: 5272.562500
	Iteration 8Q: 3 clusters Score -5623064 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -5624390.000000 Penalty: 5272.562500
	Iteration 9Q: 3 clusters Score -5624390 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -5625827.000000 Penalty: 5272.562500
	Iteration 10Q: 3 clusters Score -5625827 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -5627123.500000 Penalty: 5272.562500
	Iteration 11Q: 3 clusters Score -5627124 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -5628191.000000 Penalty: 5272.562500
	Iteration 12Q: 3 clusters Score -5628191 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -5629001.500000 Penalty: 5272.562500
	Iteration 13Q: 3 clusters Score -5629002 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -5629641.500000 Penalty: 5272.562500
	Iteration 14Q: 3 clusters Score -5629642 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5630141.000000 Penalty: 5272.562500
	Iteration 15Q: 3 clusters Score -5630141 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5630580.500000 Penalty: 5272.562500
	Iteration 16Q: 3 clusters Score -5630580 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5631021.500000 Penalty: 5272.562500
	Iteration 17Q: 3 clusters Score -5631022 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5631431.500000 Penalty: 5272.562500
	Iteration 18Q: 3 clusters Score -5631432 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5631776.000000 Penalty: 5272.562500
	Iteration 19Q: 3 clusters Score -5631776 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5632026.000000 Penalty: 5272.562500
	Iteration 20F: 3 clusters Score -5632026 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5632215.000000 Penalty: 5272.562500
	Iteration 21Q: 3 clusters Score -5632215 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5632394.000000 Penalty: 5272.562500
	Iteration 22Q: 3 clusters Score -5632394 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5632491.000000 Penalty: 5272.562500
	Iteration 23Q: 3 clusters Score -5632491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5632608.000000 Penalty: 5272.562500
	Iteration 24Q: 3 clusters Score -5632608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5632680.000000 Penalty: 5272.562500
	Iteration 25Q: 3 clusters Score -5632680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5632721.500000 Penalty: 5272.562500
	Iteration 26Q: 3 clusters Score -5632722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5632764.000000 Penalty: 5272.562500
	Iteration 27Q: 3 clusters Score -5632764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5632784.500000 Penalty: 5272.562500
	Iteration 28Q: 3 clusters Score -5632784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5632814.500000 Penalty: 5272.562500
	Iteration 29Q: 3 clusters Score -5632814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5632841.000000 Penalty: 5272.562500
	Iteration 30Q: 3 clusters Score -5632841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5632859.000000 Penalty: 5272.562500
	Iteration 31Q: 3 clusters Score -5632859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5632860.000000 Penalty: 5272.562500
	Iteration 32Q: 3 clusters Score -5632860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5632871.000000 Penalty: 5272.562500
	Iteration 33Q: 3 clusters Score -5632871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5632880.500000 Penalty: 5272.562500
	Iteration 34Q: 3 clusters Score -5632880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5632883.500000 Penalty: 5272.562500
	Iteration 35Q: 3 clusters Score -5632884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5632891.500000 Penalty: 5272.562500
	Iteration 36Q: 3 clusters Score -5632892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5632896.500000 Penalty: 5272.562500
	Iteration 37Q: 3 clusters Score -5632896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5632904.000000 Penalty: 5272.562500
	Iteration 38Q: 3 clusters Score -5632904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5632903.500000 Penalty: 5272.562500
	Iteration 39Q: 3 clusters Score -5632904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5632903.500000 Penalty: 5272.562500
	Iteration 40F: 3 clusters Score -5632904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5632908.500000 Penalty: 5272.562500
	Iteration 41Q: 3 clusters Score -5632908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5632911.000000 Penalty: 5272.562500
	Iteration 42Q: 3 clusters Score -5632911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5632912.500000 Penalty: 5272.562500
	Iteration 43Q: 3 clusters Score -5632912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5632916.000000 Penalty: 5272.562500
	Iteration 44Q: 3 clusters Score -5632916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5632915.500000 Penalty: 5272.562500
	Iteration 45Q: 3 clusters Score -5632916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5632918.000000 Penalty: 5272.562500
	Iteration 46Q: 3 clusters Score -5632918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5632918.000000 Penalty: 5272.562500
	Iteration 47F: 3 clusters Score -5632918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Entering Unmasked Estep 
Score: -1142615.125000 Penalty: 2254.314941
	Iteration 0F: 2 clusters Score -1142615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1135790.125000 Penalty: 4508.629883
	Iteration 0F: 3 clusters Score -1135790 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1137927.625000 Penalty: 4508.629883
	Iteration 1F: 3 clusters Score -1137928 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1138551.875000 Penalty: 4508.629883
	Iteration 2F: 3 clusters Score -1138552 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1139119.375000 Penalty: 4508.629883
	Iteration 3F: 3 clusters Score -1139119 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1139668.500000 Penalty: 4508.629883
	Iteration 4F: 3 clusters Score -1139668 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1140164.625000 Penalty: 4508.629883
	Iteration 5F: 3 clusters Score -1140165 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1140564.250000 Penalty: 4508.629883
	Iteration 6F: 3 clusters Score -1140564 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1140851.500000 Penalty: 4508.629883
	Iteration 7Q: 3 clusters Score -1140852 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1141043.500000 Penalty: 4508.629883
	Iteration 8Q: 3 clusters Score -1141044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1141156.250000 Penalty: 4508.629883
	Iteration 9Q: 3 clusters Score -1141156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1141243.750000 Penalty: 4508.629883
	Iteration 10Q: 3 clusters Score -1141244 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1141301.125000 Penalty: 4508.629883
	Iteration 11Q: 3 clusters Score -1141301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1141340.875000 Penalty: 4508.629883
	Iteration 12Q: 3 clusters Score -1141341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1141374.125000 Penalty: 4508.629883
	Iteration 13Q: 3 clusters Score -1141374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1141399.250000 Penalty: 4508.629883
	Iteration 14Q: 3 clusters Score -1141399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1141420.875000 Penalty: 4508.629883
	Iteration 15Q: 3 clusters Score -1141421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1141439.375000 Penalty: 4508.629883
	Iteration 16Q: 3 clusters Score -1141439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1141452.500000 Penalty: 4508.629883
	Iteration 17Q: 3 clusters Score -1141452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1141463.375000 Penalty: 4508.629883
	Iteration 18Q: 3 clusters Score -1141463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1141473.375000 Penalty: 4508.629883
	Iteration 19Q: 3 clusters Score -1141473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1141484.875000 Penalty: 4508.629883
	Iteration 20F: 3 clusters Score -1141485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1141494.125000 Penalty: 4508.629883
	Iteration 21Q: 3 clusters Score -1141494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1141503.875000 Penalty: 4508.629883
	Iteration 22Q: 3 clusters Score -1141504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1141516.625000 Penalty: 4508.629883
	Iteration 23Q: 3 clusters Score -1141517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1141528.375000 Penalty: 4508.629883
	Iteration 24Q: 3 clusters Score -1141528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1141537.875000 Penalty: 4508.629883
	Iteration 25Q: 3 clusters Score -1141538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1141543.500000 Penalty: 4508.629883
	Iteration 26Q: 3 clusters Score -1141544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1141546.875000 Penalty: 4508.629883
	Iteration 27Q: 3 clusters Score -1141547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1141551.750000 Penalty: 4508.629883
	Iteration 28Q: 3 clusters Score -1141552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1141553.125000 Penalty: 4508.629883
	Iteration 29Q: 3 clusters Score -1141553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1141554.250000 Penalty: 4508.629883
	Iteration 30Q: 3 clusters Score -1141554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1141559.000000 Penalty: 4508.629883
	Iteration 31Q: 3 clusters Score -1141559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1141559.625000 Penalty: 4508.629883
	Iteration 32Q: 3 clusters Score -1141560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1141560.625000 Penalty: 4508.629883
	Iteration 33Q: 3 clusters Score -1141561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1141562.125000 Penalty: 4508.629883
	Iteration 34Q: 3 clusters Score -1141562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1141564.125000 Penalty: 4508.629883
	Iteration 35Q: 3 clusters Score -1141564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1141566.000000 Penalty: 4508.629883
	Iteration 36Q: 3 clusters Score -1141566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1141569.750000 Penalty: 4508.629883
	Iteration 37Q: 3 clusters Score -1141570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1141574.500000 Penalty: 4508.629883
	Iteration 38Q: 3 clusters Score -1141574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1141578.000000 Penalty: 4508.629883
	Iteration 39Q: 3 clusters Score -1141578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1141582.500000 Penalty: 4508.629883
	Iteration 40F: 3 clusters Score -1141582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1141584.250000 Penalty: 4508.629883
	Iteration 41Q: 3 clusters Score -1141584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1141584.750000 Penalty: 4508.629883
	Iteration 42Q: 3 clusters Score -1141585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1141588.500000 Penalty: 4508.629883
	Iteration 43Q: 3 clusters Score -1141588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1141589.500000 Penalty: 4508.629883
	Iteration 44Q: 3 clusters Score -1141590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1141591.125000 Penalty: 4508.629883
	Iteration 45Q: 3 clusters Score -1141591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1141591.625000 Penalty: 4508.629883
	Iteration 46Q: 3 clusters Score -1141592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1141593.250000 Penalty: 4508.629883
	Iteration 47Q: 3 clusters Score -1141593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1141593.250000 Penalty: 4508.629883
	Iteration 48Q: 3 clusters Score -1141593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1141594.750000 Penalty: 4508.629883
	Iteration 49Q: 3 clusters Score -1141595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1141595.000000 Penalty: 4508.629883
	Iteration 50Q: 3 clusters Score -1141595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1141595.000000 Penalty: 4508.629883
	Iteration 51F: 3 clusters Score -1141595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Entering Unmasked Estep 
Score: -1667516.000000 Penalty: 2346.873047
	Iteration 0F: 2 clusters Score -1667516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1658166.000000 Penalty: 4693.746094
	Iteration 0F: 3 clusters Score -1658166 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1661165.250000 Penalty: 4693.746094
	Iteration 1F: 3 clusters Score -1661165 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1661735.125000 Penalty: 4693.746094
	Iteration 2F: 3 clusters Score -1661735 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1662270.750000 Penalty: 4693.746094
	Iteration 3F: 3 clusters Score -1662271 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1662755.375000 Penalty: 4693.746094
	Iteration 4F: 3 clusters Score -1662755 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1663146.875000 Penalty: 4693.746094
	Iteration 5F: 3 clusters Score -1663147 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1663475.000000 Penalty: 4693.746094
	Iteration 6Q: 3 clusters Score -1663475 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1663760.000000 Penalty: 4693.746094
	Iteration 7Q: 3 clusters Score -1663760 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1664032.750000 Penalty: 4693.746094
	Iteration 8Q: 3 clusters Score -1664033 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1664320.250000 Penalty: 4693.746094
	Iteration 9Q: 3 clusters Score -1664320 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1664590.250000 Penalty: 4693.746094
	Iteration 10Q: 3 clusters Score -1664590 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1664881.000000 Penalty: 4693.746094
	Iteration 11Q: 3 clusters Score -1664881 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1665139.250000 Penalty: 4693.746094
	Iteration 12Q: 3 clusters Score -1665139 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1665349.125000 Penalty: 4693.746094
	Iteration 13Q: 3 clusters Score -1665349 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1665531.625000 Penalty: 4693.746094
	Iteration 14Q: 3 clusters Score -1665532 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1665693.000000 Penalty: 4693.746094
	Iteration 15Q: 3 clusters Score -1665693 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1665840.125000 Penalty: 4693.746094
	Iteration 16Q: 3 clusters Score -1665840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1665934.875000 Penalty: 4693.746094
	Iteration 17Q: 3 clusters Score -1665935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1666007.250000 Penalty: 4693.746094
	Iteration 18Q: 3 clusters Score -1666007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1666056.250000 Penalty: 4693.746094
	Iteration 19Q: 3 clusters Score -1666056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1666086.250000 Penalty: 4693.746094
	Iteration 20F: 3 clusters Score -1666086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1666106.375000 Penalty: 4693.746094
	Iteration 21Q: 3 clusters Score -1666106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1666119.500000 Penalty: 4693.746094
	Iteration 22Q: 3 clusters Score -1666120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1666126.500000 Penalty: 4693.746094
	Iteration 23Q: 3 clusters Score -1666126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1666138.250000 Penalty: 4693.746094
	Iteration 24Q: 3 clusters Score -1666138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1666142.125000 Penalty: 4693.746094
	Iteration 25Q: 3 clusters Score -1666142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1666139.750000 Penalty: 4693.746094
	Iteration 26Q: 3 clusters Score -1666140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1666145.750000 Penalty: 4693.746094
	Iteration 27Q: 3 clusters Score -1666146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1666149.250000 Penalty: 4693.746094
	Iteration 28Q: 3 clusters Score -1666149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1666153.625000 Penalty: 4693.746094
	Iteration 29Q: 3 clusters Score -1666154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1666153.750000 Penalty: 4693.746094
	Iteration 30Q: 3 clusters Score -1666154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1666159.125000 Penalty: 4693.746094
	Iteration 31Q: 3 clusters Score -1666159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1666162.000000 Penalty: 4693.746094
	Iteration 32Q: 3 clusters Score -1666162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1666163.750000 Penalty: 4693.746094
	Iteration 33Q: 3 clusters Score -1666164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1666165.125000 Penalty: 4693.746094
	Iteration 34Q: 3 clusters Score -1666165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1666166.750000 Penalty: 4693.746094
	Iteration 35Q: 3 clusters Score -1666167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1666166.500000 Penalty: 4693.746094
	Iteration 36Q: 3 clusters Score -1666166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1666166.375000 Penalty: 4693.746094
	Iteration 37Q: 3 clusters Score -1666166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1666166.750000 Penalty: 4693.746094
	Iteration 38Q: 3 clusters Score -1666167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1666171.250000 Penalty: 4693.746094
	Iteration 39Q: 3 clusters Score -1666171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1666170.875000 Penalty: 4693.746094
	Iteration 40F: 3 clusters Score -1666171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Entering Unmasked Estep 
Score: -10364889.000000 Penalty: 2795.168701
	Iteration 0F: 2 clusters Score -1.036489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -10312287.000000 Penalty: 5590.337402
	Iteration 0F: 3 clusters Score -1.031229e+07 nChanged 36825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -10333663.000000 Penalty: 5590.337402
	Iteration 1F: 3 clusters Score -1.033366e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -10335141.000000 Penalty: 5590.337402
	Iteration 2Q: 3 clusters Score -1.033514e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -10337841.000000 Penalty: 5590.337402
	Iteration 3F: 3 clusters Score -1.033784e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -10342169.000000 Penalty: 5590.337402
	Iteration 4F: 3 clusters Score -1.034217e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -10347754.000000 Penalty: 5590.337402
	Iteration 5F: 3 clusters Score -1.034775e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -10353343.000000 Penalty: 5590.337402
	Iteration 6F: 3 clusters Score -1.035334e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -10357430.000000 Penalty: 5590.337402
	Iteration 7F: 3 clusters Score -1.035743e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -10359739.000000 Penalty: 5590.337402
	Iteration 8Q: 3 clusters Score -1.035974e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -10361032.000000 Penalty: 5590.337402
	Iteration 9Q: 3 clusters Score -1.036103e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -10361700.000000 Penalty: 5590.337402
	Iteration 10Q: 3 clusters Score -1.03617e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -10362006.000000 Penalty: 5590.337402
	Iteration 11Q: 3 clusters Score -1.036201e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -10362214.000000 Penalty: 5590.337402
	Iteration 12Q: 3 clusters Score -1.036221e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -10362346.000000 Penalty: 5590.337402
	Iteration 13Q: 3 clusters Score -1.036235e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -10362400.000000 Penalty: 5590.337402
	Iteration 14Q: 3 clusters Score -1.03624e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -10362445.000000 Penalty: 5590.337402
	Iteration 15Q: 3 clusters Score -1.036244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -10362472.000000 Penalty: 5590.337402
	Iteration 16Q: 3 clusters Score -1.036247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -10362492.000000 Penalty: 5590.337402
	Iteration 17Q: 3 clusters Score -1.036249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -10362505.000000 Penalty: 5590.337402
	Iteration 18Q: 3 clusters Score -1.03625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -10362523.000000 Penalty: 5590.337402
	Iteration 19Q: 3 clusters Score -1.036252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -10362536.000000 Penalty: 5590.337402
	Iteration 20F: 3 clusters Score -1.036254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -10362548.000000 Penalty: 5590.337402
	Iteration 21Q: 3 clusters Score -1.036255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -10362546.000000 Penalty: 5590.337402
	Iteration 22Q: 3 clusters Score -1.036255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -10362545.000000 Penalty: 5590.337402
	Iteration 23Q: 3 clusters Score -1.036254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -10362560.000000 Penalty: 5590.337402
	Iteration 24Q: 3 clusters Score -1.036256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -10362560.000000 Penalty: 5590.337402
	Iteration 25Q: 3 clusters Score -1.036256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -10362560.000000 Penalty: 5590.337402
	Iteration 26F: 3 clusters Score -1.036256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (135507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135507 members 
Entering Unmasked Estep 
Score: -18299790.000000 Penalty: 2930.561035
	Iteration 0F: 2 clusters Score -1.829979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -18209534.000000 Penalty: 5861.122070
	Iteration 0F: 3 clusters Score -1.820953e+07 nChanged 64516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -18246538.000000 Penalty: 5861.122070
	Iteration 1F: 3 clusters Score -1.824654e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -18247168.000000 Penalty: 5861.122070
	Iteration 2Q: 3 clusters Score -1.824717e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -18247932.000000 Penalty: 5861.122070
	Iteration 3Q: 3 clusters Score -1.824793e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -18249070.000000 Penalty: 5861.122070
	Iteration 4Q: 3 clusters Score -1.824907e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -18250924.000000 Penalty: 5861.122070
	Iteration 5Q: 3 clusters Score -1.825092e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -18254254.000000 Penalty: 5861.122070
	Iteration 6F: 3 clusters Score -1.825425e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -18260382.000000 Penalty: 5861.122070
	Iteration 7F: 3 clusters Score -1.826038e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -18269622.000000 Penalty: 5861.122070
	Iteration 8F: 3 clusters Score -1.826962e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -18280342.000000 Penalty: 5861.122070
	Iteration 9F: 3 clusters Score -1.828034e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -18288936.000000 Penalty: 5861.122070
	Iteration 10F: 3 clusters Score -1.828894e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -18293736.000000 Penalty: 5861.122070
	Iteration 11Q: 3 clusters Score -1.829374e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18295712.000000 Penalty: 5861.122070
	Iteration 12Q: 3 clusters Score -1.829571e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -18296582.000000 Penalty: 5861.122070
	Iteration 13Q: 3 clusters Score -1.829658e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134768 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -18296902.000000 Penalty: 5861.122070
	Iteration 14Q: 3 clusters Score -1.82969e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134921 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18297050.000000 Penalty: 5861.122070
	Iteration 15Q: 3 clusters Score -1.829705e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135001 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18297080.000000 Penalty: 5861.122070
	Iteration 16Q: 3 clusters Score -1.829708e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135046 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -18297134.000000 Penalty: 5861.122070
	Iteration 17Q: 3 clusters Score -1.829713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18297162.000000 Penalty: 5861.122070
	Iteration 18Q: 3 clusters Score -1.829716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135095 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18297186.000000 Penalty: 5861.122070
	Iteration 19Q: 3 clusters Score -1.829719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -18297218.000000 Penalty: 5861.122070
	Iteration 20F: 3 clusters Score -1.829722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135117 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18297226.000000 Penalty: 5861.122070
	Iteration 21Q: 3 clusters Score -1.829723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135122 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18297240.000000 Penalty: 5861.122070
	Iteration 22Q: 3 clusters Score -1.829724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18297258.000000 Penalty: 5861.122070
	Iteration 23Q: 3 clusters Score -1.829726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -18297268.000000 Penalty: 5861.122070
	Iteration 24Q: 3 clusters Score -1.829727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135141 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18297284.000000 Penalty: 5861.122070
	Iteration 25Q: 3 clusters Score -1.829728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135143 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18297274.000000 Penalty: 5861.122070
	Iteration 26Q: 3 clusters Score -1.829727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135146 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -18297282.000000 Penalty: 5861.122070
	Iteration 27Q: 3 clusters Score -1.829728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18297278.000000 Penalty: 5861.122070
	Iteration 28Q: 3 clusters Score -1.829728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18297284.000000 Penalty: 5861.122070
	Iteration 29Q: 3 clusters Score -1.829728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18297284.000000 Penalty: 5861.122070
	Iteration 30F: 3 clusters Score -1.829728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Entering Unmasked Estep 
Score: -10337801.000000 Penalty: 2787.256104
	Iteration 0F: 2 clusters Score -1.03378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -10287082.000000 Penalty: 5574.512207
	Iteration 0F: 3 clusters Score -1.028708e+07 nChanged 35639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -10307242.000000 Penalty: 5574.512207
	Iteration 1F: 3 clusters Score -1.030724e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -10308193.000000 Penalty: 5574.512207
	Iteration 2Q: 3 clusters Score -1.030819e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -10309210.000000 Penalty: 5574.512207
	Iteration 3Q: 3 clusters Score -1.030921e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -10310860.000000 Penalty: 5574.512207
	Iteration 4Q: 3 clusters Score -1.031086e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -10312916.000000 Penalty: 5574.512207
	Iteration 5F: 3 clusters Score -1.031292e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -10315971.000000 Penalty: 5574.512207
	Iteration 6F: 3 clusters Score -1.031597e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -10319741.000000 Penalty: 5574.512207
	Iteration 7F: 3 clusters Score -1.031974e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -10323653.000000 Penalty: 5574.512207
	Iteration 8F: 3 clusters Score -1.032365e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -10326172.000000 Penalty: 5574.512207
	Iteration 9F: 3 clusters Score -1.032617e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -10327536.000000 Penalty: 5574.512207
	Iteration 10Q: 3 clusters Score -1.032754e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -10328229.000000 Penalty: 5574.512207
	Iteration 11Q: 3 clusters Score -1.032823e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -10328622.000000 Penalty: 5574.512207
	Iteration 12Q: 3 clusters Score -1.032862e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -10328980.000000 Penalty: 5574.512207
	Iteration 13Q: 3 clusters Score -1.032898e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -10329313.000000 Penalty: 5574.512207
	Iteration 14Q: 3 clusters Score -1.032931e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -10329720.000000 Penalty: 5574.512207
	Iteration 15Q: 3 clusters Score -1.032972e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -10330054.000000 Penalty: 5574.512207
	Iteration 16Q: 3 clusters Score -1.033005e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -10330370.000000 Penalty: 5574.512207
	Iteration 17Q: 3 clusters Score -1.033037e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -10330725.000000 Penalty: 5574.512207
	Iteration 18Q: 3 clusters Score -1.033072e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -10331096.000000 Penalty: 5574.512207
	Iteration 19Q: 3 clusters Score -1.03311e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -10331418.000000 Penalty: 5574.512207
	Iteration 20F: 3 clusters Score -1.033142e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -10331840.000000 Penalty: 5574.512207
	Iteration 21Q: 3 clusters Score -1.033184e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -10332241.000000 Penalty: 5574.512207
	Iteration 22Q: 3 clusters Score -1.033224e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -10332588.000000 Penalty: 5574.512207
	Iteration 23Q: 3 clusters Score -1.033259e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -10333030.000000 Penalty: 5574.512207
	Iteration 24Q: 3 clusters Score -1.033303e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -10333413.000000 Penalty: 5574.512207
	Iteration 25Q: 3 clusters Score -1.033341e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -10333815.000000 Penalty: 5574.512207
	Iteration 26Q: 3 clusters Score -1.033382e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -10334145.000000 Penalty: 5574.512207
	Iteration 27Q: 3 clusters Score -1.033414e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10334428.000000 Penalty: 5574.512207
	Iteration 28Q: 3 clusters Score -1.033443e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -10334612.000000 Penalty: 5574.512207
	Iteration 29Q: 3 clusters Score -1.033461e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -10334826.000000 Penalty: 5574.512207
	Iteration 30Q: 3 clusters Score -1.033483e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10334974.000000 Penalty: 5574.512207
	Iteration 31Q: 3 clusters Score -1.033497e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -10335078.000000 Penalty: 5574.512207
	Iteration 32Q: 3 clusters Score -1.033508e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10335199.000000 Penalty: 5574.512207
	Iteration 33Q: 3 clusters Score -1.03352e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10335253.000000 Penalty: 5574.512207
	Iteration 34Q: 3 clusters Score -1.033525e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -10335358.000000 Penalty: 5574.512207
	Iteration 35Q: 3 clusters Score -1.033536e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10335460.000000 Penalty: 5574.512207
	Iteration 36Q: 3 clusters Score -1.033546e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10335524.000000 Penalty: 5574.512207
	Iteration 37Q: 3 clusters Score -1.033552e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -10335569.000000 Penalty: 5574.512207
	Iteration 38Q: 3 clusters Score -1.033557e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10335599.000000 Penalty: 5574.512207
	Iteration 39Q: 3 clusters Score -1.03356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10335586.000000 Penalty: 5574.512207
	Iteration 40F: 3 clusters Score -1.033559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10335576.000000 Penalty: 5574.512207
	Iteration 41Q: 3 clusters Score -1.033558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10335596.000000 Penalty: 5574.512207
	Iteration 42Q: 3 clusters Score -1.03356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -10335607.000000 Penalty: 5574.512207
	Iteration 43Q: 3 clusters Score -1.033561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10335603.000000 Penalty: 5574.512207
	Iteration 44Q: 3 clusters Score -1.03356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10335611.000000 Penalty: 5574.512207
	Iteration 45Q: 3 clusters Score -1.033561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10335625.000000 Penalty: 5574.512207
	Iteration 46Q: 3 clusters Score -1.033562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10335641.000000 Penalty: 5574.512207
	Iteration 47Q: 3 clusters Score -1.033564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10335635.000000 Penalty: 5574.512207
	Iteration 48Q: 3 clusters Score -1.033564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10335645.000000 Penalty: 5574.512207
	Iteration 49Q: 3 clusters Score -1.033564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10335633.000000 Penalty: 5574.512207
	Iteration 50Q: 3 clusters Score -1.033563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10335634.000000 Penalty: 5574.512207
	Iteration 51Q: 3 clusters Score -1.033563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10335646.000000 Penalty: 5574.512207
	Iteration 52Q: 3 clusters Score -1.033565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10335627.000000 Penalty: 5574.512207
	Iteration 53Q: 3 clusters Score -1.033563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10335623.000000 Penalty: 5574.512207
	Iteration 54Q: 3 clusters Score -1.033562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10335639.000000 Penalty: 5574.512207
	Iteration 55Q: 3 clusters Score -1.033564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -10335637.000000 Penalty: 5574.512207
	Iteration 56Q: 3 clusters Score -1.033564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10335638.000000 Penalty: 5574.512207
	Iteration 57Q: 3 clusters Score -1.033564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10335643.000000 Penalty: 5574.512207
	Iteration 58Q: 3 clusters Score -1.033564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10335653.000000 Penalty: 5574.512207
	Iteration 59Q: 3 clusters Score -1.033565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10335657.000000 Penalty: 5574.512207
	Iteration 60F: 3 clusters Score -1.033566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10335657.000000 Penalty: 5574.512207
	Iteration 61Q: 3 clusters Score -1.033566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10335666.000000 Penalty: 5574.512207
	Iteration 62Q: 3 clusters Score -1.033567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10335661.000000 Penalty: 5574.512207
	Iteration 63Q: 3 clusters Score -1.033566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -10335675.000000 Penalty: 5574.512207
	Iteration 64Q: 3 clusters Score -1.033568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10335677.000000 Penalty: 5574.512207
	Iteration 65Q: 3 clusters Score -1.033568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10335676.000000 Penalty: 5574.512207
	Iteration 66Q: 3 clusters Score -1.033568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10335675.000000 Penalty: 5574.512207
	Iteration 67Q: 3 clusters Score -1.033568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10335677.000000 Penalty: 5574.512207
	Iteration 68Q: 3 clusters Score -1.033568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10335676.000000 Penalty: 5574.512207
	Iteration 69Q: 3 clusters Score -1.033568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10335678.000000 Penalty: 5574.512207
	Iteration 70Q: 3 clusters Score -1.033568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10335678.000000 Penalty: 5574.512207
	Iteration 71F: 3 clusters Score -1.033568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 223 members 
Entering Unmasked Estep 
Score: -50312.886719 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50312.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50502.394531 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50502.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50577.578125 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -50577.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50619.378906 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50619.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50630.503906 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50641.882812 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50641.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50645.281250 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50645.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50649.972656 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -50649.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50652.203125 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -50652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50652.203125 Penalty: 3005.324951
	Iteration 9F: 3 clusters Score -50652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 152 members 
Entering Unmasked Estep 
Score: -31132.222656 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31132.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31259.580078 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31259.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31300.621094 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31300.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31322.787109 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31322.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31342.734375 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31342.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31353.173828 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31353.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31357.255859 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -31357.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31357.255859 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -31357.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -1261030.250000 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -1261030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1253570.875000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -1253571 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1255949.000000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -1255949 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1256534.500000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -1256534 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1257018.125000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -1257018 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1257413.125000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -1257413 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1257764.500000 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -1257764 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1258083.125000 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -1258083 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1258367.500000 Penalty: 4555.516602
	Iteration 7Q: 3 clusters Score -1258368 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1258588.000000 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -1258588 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1258766.500000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -1258766 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1258907.875000 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -1258908 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1259033.500000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -1259034 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1259122.625000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -1259123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1259184.375000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -1259184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1259243.000000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -1259243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1259281.000000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -1259281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1259324.500000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -1259324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1259362.750000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -1259363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1259396.500000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -1259396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1259424.750000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -1259425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1259456.750000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -1259457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1259480.125000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -1259480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1259507.125000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -1259507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1259536.500000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -1259536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1259566.250000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -1259566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1259582.250000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -1259582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1259597.625000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -1259598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1259620.625000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -1259621 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1259649.500000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -1259650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1259678.250000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -1259678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1259701.625000 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -1259702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1259724.000000 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -1259724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1259748.375000 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -1259748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1259770.750000 Penalty: 4555.516602
	Iteration 33Q: 3 clusters Score -1259771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1259788.875000 Penalty: 4555.516602
	Iteration 34Q: 3 clusters Score -1259789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1259820.250000 Penalty: 4555.516602
	Iteration 35Q: 3 clusters Score -1259820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1259843.500000 Penalty: 4555.516602
	Iteration 36Q: 3 clusters Score -1259844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1259866.250000 Penalty: 4555.516602
	Iteration 37Q: 3 clusters Score -1259866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1259891.625000 Penalty: 4555.516602
	Iteration 38Q: 3 clusters Score -1259892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1259927.000000 Penalty: 4555.516602
	Iteration 39Q: 3 clusters Score -1259927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1259960.250000 Penalty: 4555.516602
	Iteration 40F: 3 clusters Score -1259960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1259987.625000 Penalty: 4555.516602
	Iteration 41Q: 3 clusters Score -1259988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1260010.875000 Penalty: 4555.516602
	Iteration 42Q: 3 clusters Score -1260011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1260019.625000 Penalty: 4555.516602
	Iteration 43Q: 3 clusters Score -1260020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1260023.875000 Penalty: 4555.516602
	Iteration 44Q: 3 clusters Score -1260024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1260032.375000 Penalty: 4555.516602
	Iteration 45Q: 3 clusters Score -1260032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1260038.500000 Penalty: 4555.516602
	Iteration 46Q: 3 clusters Score -1260038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1260047.250000 Penalty: 4555.516602
	Iteration 47Q: 3 clusters Score -1260047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1260048.875000 Penalty: 4555.516602
	Iteration 48Q: 3 clusters Score -1260049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1260052.625000 Penalty: 4555.516602
	Iteration 49Q: 3 clusters Score -1260053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1260054.250000 Penalty: 4555.516602
	Iteration 50Q: 3 clusters Score -1260054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1260057.750000 Penalty: 4555.516602
	Iteration 51Q: 3 clusters Score -1260058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1260061.500000 Penalty: 4555.516602
	Iteration 52Q: 3 clusters Score -1260062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1260060.750000 Penalty: 4555.516602
	Iteration 53Q: 3 clusters Score -1260061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1260062.125000 Penalty: 4555.516602
	Iteration 54Q: 3 clusters Score -1260062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1260061.750000 Penalty: 4555.516602
	Iteration 55Q: 3 clusters Score -1260062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1260061.250000 Penalty: 4555.516602
	Iteration 56Q: 3 clusters Score -1260061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1260064.750000 Penalty: 4555.516602
	Iteration 57Q: 3 clusters Score -1260065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1260066.250000 Penalty: 4555.516602
	Iteration 58Q: 3 clusters Score -1260066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1260070.625000 Penalty: 4555.516602
	Iteration 59Q: 3 clusters Score -1260071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1260070.000000 Penalty: 4555.516602
	Iteration 60F: 3 clusters Score -1260070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1260070.125000 Penalty: 4555.516602
	Iteration 61Q: 3 clusters Score -1260070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1260070.125000 Penalty: 4555.516602
	Iteration 62F: 3 clusters Score -1260070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -48534.046875 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -48534.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47242.031250 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -47242.03 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47793.449219 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -47793.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48317.457031 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -48317.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -48589.835938 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -48589.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -48760.093750 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -48760.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -48832.503906 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -48832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48838.437500 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -48838.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48838.437500 Penalty: 3087.380859
	Iteration 7F: 3 clusters Score -48838.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41364 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 78499 members 
Mstep: Class 12 contains 135507 members 
Mstep: Class 13 contains 76034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9745 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 164365 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169969 members 
Mstep: Class 22 contains 30598 members 
Mstep: Class 23 contains 170744 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 73 members 
Entering Unmasked Estep 
Score: -126426568.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126428312.000000 to -126426568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (164365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Entering Unmasked Estep 
Score: -22269806.000000 Penalty: 2978.441406
	Iteration 0F: 2 clusters Score -2.226981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -22164160.000000 Penalty: 5956.882812
	Iteration 0F: 3 clusters Score -2.216416e+07 nChanged 78747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -22210688.000000 Penalty: 5956.882812
	Iteration 1F: 3 clusters Score -2.221069e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -22212064.000000 Penalty: 5956.882812
	Iteration 2Q: 3 clusters Score -2.221206e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -22213750.000000 Penalty: 5956.882812
	Iteration 3Q: 3 clusters Score -2.221375e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -22216626.000000 Penalty: 5956.882812
	Iteration 4Q: 3 clusters Score -2.221663e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -22221462.000000 Penalty: 5956.882812
	Iteration 5F: 3 clusters Score -2.222146e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -22229470.000000 Penalty: 5956.882812
	Iteration 6F: 3 clusters Score -2.222947e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131833 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -22239840.000000 Penalty: 5956.882812
	Iteration 7F: 3 clusters Score -2.223984e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143573 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -22250262.000000 Penalty: 5956.882812
	Iteration 8F: 3 clusters Score -2.225026e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -22257628.000000 Penalty: 5956.882812
	Iteration 9F: 3 clusters Score -2.225763e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156589 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -22261728.000000 Penalty: 5956.882812
	Iteration 10Q: 3 clusters Score -2.226173e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -22264030.000000 Penalty: 5956.882812
	Iteration 11Q: 3 clusters Score -2.226403e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22265350.000000 Penalty: 5956.882812
	Iteration 12Q: 3 clusters Score -2.226535e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -22266090.000000 Penalty: 5956.882812
	Iteration 13Q: 3 clusters Score -2.226609e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162521 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22266428.000000 Penalty: 5956.882812
	Iteration 14Q: 3 clusters Score -2.226643e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22266728.000000 Penalty: 5956.882812
	Iteration 15Q: 3 clusters Score -2.226673e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -22266860.000000 Penalty: 5956.882812
	Iteration 16Q: 3 clusters Score -2.226686e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22266918.000000 Penalty: 5956.882812
	Iteration 17Q: 3 clusters Score -2.226692e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22267066.000000 Penalty: 5956.882812
	Iteration 18Q: 3 clusters Score -2.226707e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163421 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22267128.000000 Penalty: 5956.882812
	Iteration 19Q: 3 clusters Score -2.226713e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22267158.000000 Penalty: 5956.882812
	Iteration 20F: 3 clusters Score -2.226716e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -22267164.000000 Penalty: 5956.882812
	Iteration 21Q: 3 clusters Score -2.226716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -22267194.000000 Penalty: 5956.882812
	Iteration 22Q: 3 clusters Score -2.226719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22267206.000000 Penalty: 5956.882812
	Iteration 23Q: 3 clusters Score -2.226721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163580 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22267214.000000 Penalty: 5956.882812
	Iteration 24Q: 3 clusters Score -2.226721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22267222.000000 Penalty: 5956.882812
	Iteration 25Q: 3 clusters Score -2.226722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22267226.000000 Penalty: 5956.882812
	Iteration 26Q: 3 clusters Score -2.226723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -22267242.000000 Penalty: 5956.882812
	Iteration 27Q: 3 clusters Score -2.226724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22267234.000000 Penalty: 5956.882812
	Iteration 28Q: 3 clusters Score -2.226723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22267252.000000 Penalty: 5956.882812
	Iteration 29Q: 3 clusters Score -2.226725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -22267240.000000 Penalty: 5956.882812
	Iteration 30Q: 3 clusters Score -2.226724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22267248.000000 Penalty: 5956.882812
	Iteration 31Q: 3 clusters Score -2.226725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -22267248.000000 Penalty: 5956.882812
	Iteration 32Q: 3 clusters Score -2.226725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163630 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22267260.000000 Penalty: 5956.882812
	Iteration 33Q: 3 clusters Score -2.226726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163630 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22267248.000000 Penalty: 5956.882812
	Iteration 34Q: 3 clusters Score -2.226725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22267242.000000 Penalty: 5956.882812
	Iteration 35Q: 3 clusters Score -2.226724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22267254.000000 Penalty: 5956.882812
	Iteration 36Q: 3 clusters Score -2.226725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22267260.000000 Penalty: 5956.882812
	Iteration 37Q: 3 clusters Score -2.226726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22267270.000000 Penalty: 5956.882812
	Iteration 38Q: 3 clusters Score -2.226727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -22267268.000000 Penalty: 5956.882812
	Iteration 39Q: 3 clusters Score -2.226727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -22267264.000000 Penalty: 5956.882812
	Iteration 40F: 3 clusters Score -2.226726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22267284.000000 Penalty: 5956.882812
	Iteration 41Q: 3 clusters Score -2.226728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22267284.000000 Penalty: 5956.882812
	Iteration 42Q: 3 clusters Score -2.226728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22267286.000000 Penalty: 5956.882812
	Iteration 43Q: 3 clusters Score -2.226729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163641 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22267282.000000 Penalty: 5956.882812
	Iteration 44Q: 3 clusters Score -2.226728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22267286.000000 Penalty: 5956.882812
	Iteration 45Q: 3 clusters Score -2.226729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22267286.000000 Penalty: 5956.882812
	Iteration 46F: 3 clusters Score -2.226729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -54111.980469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -54111.98 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 214 members 
Entering Unmasked Estep 
Score: -52631.429688 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -52631.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52761.300781 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -52761.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52807.941406 Penalty: 3001.836182
	Iteration 2Q: 3 clusters Score -52807.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52833.445312 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -52833.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52840.058594 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -52840.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52841.238281 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -52841.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52847.628906 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -52847.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52851.875000 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -52851.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52855.000000 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -52855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52858.742188 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -52858.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52868.660156 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -52868.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52873.707031 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -52873.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52877.554688 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -52877.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52880.898438 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -52880.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52880.898438 Penalty: 3001.836182
	Iteration 14F: 3 clusters Score -52880.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31769.367188 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31769.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31880.541016 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31880.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31981.880859 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -31981.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32052.722656 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32052.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32115.064453 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32115.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32174.339844 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32174.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32224.636719 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32224.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32247.767578 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32247.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32256.349609 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32256.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32259.705078 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32259.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32259.705078 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -32259.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Entering Unmasked Estep 
Score: -23089082.000000 Penalty: 2986.756104
	Iteration 0F: 2 clusters Score -2.308908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -22978240.000000 Penalty: 5973.512207
	Iteration 0F: 3 clusters Score -2.297824e+07 nChanged 81566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -23025370.000000 Penalty: 5973.512207
	Iteration 1F: 3 clusters Score -2.302537e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -23026546.000000 Penalty: 5973.512207
	Iteration 2Q: 3 clusters Score -2.302655e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -23028234.000000 Penalty: 5973.512207
	Iteration 3Q: 3 clusters Score -2.302823e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -23030658.000000 Penalty: 5973.512207
	Iteration 4Q: 3 clusters Score -2.303066e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -23034620.000000 Penalty: 5973.512207
	Iteration 5Q: 3 clusters Score -2.303462e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -23040698.000000 Penalty: 5973.512207
	Iteration 6F: 3 clusters Score -2.30407e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -23049104.000000 Penalty: 5973.512207
	Iteration 7F: 3 clusters Score -2.30491e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -23058208.000000 Penalty: 5973.512207
	Iteration 8F: 3 clusters Score -2.305821e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -23065398.000000 Penalty: 5973.512207
	Iteration 9F: 3 clusters Score -2.30654e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -23069050.000000 Penalty: 5973.512207
	Iteration 10Q: 3 clusters Score -2.306905e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -23070908.000000 Penalty: 5973.512207
	Iteration 11Q: 3 clusters Score -2.307091e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -23071778.000000 Penalty: 5973.512207
	Iteration 12Q: 3 clusters Score -2.307178e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -23072492.000000 Penalty: 5973.512207
	Iteration 13Q: 3 clusters Score -2.307249e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -23073050.000000 Penalty: 5973.512207
	Iteration 14Q: 3 clusters Score -2.307305e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -23073468.000000 Penalty: 5973.512207
	Iteration 15Q: 3 clusters Score -2.307347e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -23073950.000000 Penalty: 5973.512207
	Iteration 16Q: 3 clusters Score -2.307395e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -23074454.000000 Penalty: 5973.512207
	Iteration 17Q: 3 clusters Score -2.307445e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 130829 members 
Entering Unmasked Estep 
Score: -23074914.000000 Penalty: 5973.512207
	Iteration 18Q: 3 clusters Score -2.307491e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 132105 members 
Entering Unmasked Estep 
Score: -23075324.000000 Penalty: 5973.512207
	Iteration 19Q: 3 clusters Score -2.307532e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -23075700.000000 Penalty: 5973.512207
	Iteration 20F: 3 clusters Score -2.30757e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -23076264.000000 Penalty: 5973.512207
	Iteration 21Q: 3 clusters Score -2.307626e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 136072 members 
Entering Unmasked Estep 
Score: -23076574.000000 Penalty: 5973.512207
	Iteration 22Q: 3 clusters Score -2.307657e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 137394 members 
Entering Unmasked Estep 
Score: -23077012.000000 Penalty: 5973.512207
	Iteration 23Q: 3 clusters Score -2.307701e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 138706 members 
Entering Unmasked Estep 
Score: -23077346.000000 Penalty: 5973.512207
	Iteration 24Q: 3 clusters Score -2.307735e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -23077726.000000 Penalty: 5973.512207
	Iteration 25Q: 3 clusters Score -2.307773e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
Score: -23078150.000000 Penalty: 5973.512207
	Iteration 26Q: 3 clusters Score -2.307815e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -23078510.000000 Penalty: 5973.512207
	Iteration 27Q: 3 clusters Score -2.307851e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -23078824.000000 Penalty: 5973.512207
	Iteration 28Q: 3 clusters Score -2.307882e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 144807 members 
Entering Unmasked Estep 
Score: -23079080.000000 Penalty: 5973.512207
	Iteration 29Q: 3 clusters Score -2.307908e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -23079496.000000 Penalty: 5973.512207
	Iteration 30Q: 3 clusters Score -2.30795e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -23079860.000000 Penalty: 5973.512207
	Iteration 31Q: 3 clusters Score -2.307986e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -23080224.000000 Penalty: 5973.512207
	Iteration 32Q: 3 clusters Score -2.308022e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 149581 members 
Entering Unmasked Estep 
Score: -23080612.000000 Penalty: 5973.512207
	Iteration 33Q: 3 clusters Score -2.308061e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 150711 members 
Entering Unmasked Estep 
Score: -23080978.000000 Penalty: 5973.512207
	Iteration 34Q: 3 clusters Score -2.308098e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -23081318.000000 Penalty: 5973.512207
	Iteration 35Q: 3 clusters Score -2.308132e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -23081670.000000 Penalty: 5973.512207
	Iteration 36Q: 3 clusters Score -2.308167e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -23081940.000000 Penalty: 5973.512207
	Iteration 37Q: 3 clusters Score -2.308194e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -23082228.000000 Penalty: 5973.512207
	Iteration 38Q: 3 clusters Score -2.308223e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -23082576.000000 Penalty: 5973.512207
	Iteration 39Q: 3 clusters Score -2.308258e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 156800 members 
Entering Unmasked Estep 
Score: -23082832.000000 Penalty: 5973.512207
	Iteration 40F: 3 clusters Score -2.308283e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -23083148.000000 Penalty: 5973.512207
	Iteration 41Q: 3 clusters Score -2.308315e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -23083434.000000 Penalty: 5973.512207
	Iteration 42Q: 3 clusters Score -2.308343e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 159277 members 
Entering Unmasked Estep 
Score: -23083702.000000 Penalty: 5973.512207
	Iteration 43Q: 3 clusters Score -2.30837e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 160019 members 
Entering Unmasked Estep 
Score: -23084008.000000 Penalty: 5973.512207
	Iteration 44Q: 3 clusters Score -2.308401e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -23084178.000000 Penalty: 5973.512207
	Iteration 45Q: 3 clusters Score -2.308418e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -23084406.000000 Penalty: 5973.512207
	Iteration 46Q: 3 clusters Score -2.308441e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -23084624.000000 Penalty: 5973.512207
	Iteration 47Q: 3 clusters Score -2.308462e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -23084774.000000 Penalty: 5973.512207
	Iteration 48Q: 3 clusters Score -2.308477e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -23084900.000000 Penalty: 5973.512207
	Iteration 49Q: 3 clusters Score -2.30849e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 163042 members 
Entering Unmasked Estep 
Score: -23084980.000000 Penalty: 5973.512207
	Iteration 50Q: 3 clusters Score -2.308498e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -23085172.000000 Penalty: 5973.512207
	Iteration 51Q: 3 clusters Score -2.308517e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 163652 members 
Entering Unmasked Estep 
Score: -23085218.000000 Penalty: 5973.512207
	Iteration 52Q: 3 clusters Score -2.308522e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -23085316.000000 Penalty: 5973.512207
	Iteration 53Q: 3 clusters Score -2.308532e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -23085418.000000 Penalty: 5973.512207
	Iteration 54Q: 3 clusters Score -2.308542e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -23085426.000000 Penalty: 5973.512207
	Iteration 55Q: 3 clusters Score -2.308543e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -23085494.000000 Penalty: 5973.512207
	Iteration 56Q: 3 clusters Score -2.308549e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 164829 members 
Entering Unmasked Estep 
Score: -23085538.000000 Penalty: 5973.512207
	Iteration 57Q: 3 clusters Score -2.308554e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 165007 members 
Entering Unmasked Estep 
Score: -23085564.000000 Penalty: 5973.512207
	Iteration 58Q: 3 clusters Score -2.308556e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -23085604.000000 Penalty: 5973.512207
	Iteration 59Q: 3 clusters Score -2.30856e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -23085676.000000 Penalty: 5973.512207
	Iteration 60F: 3 clusters Score -2.308568e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 165429 members 
Entering Unmasked Estep 
Score: -23085704.000000 Penalty: 5973.512207
	Iteration 61Q: 3 clusters Score -2.30857e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 165547 members 
Entering Unmasked Estep 
Score: -23085780.000000 Penalty: 5973.512207
	Iteration 62Q: 3 clusters Score -2.308578e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -23085796.000000 Penalty: 5973.512207
	Iteration 63Q: 3 clusters Score -2.30858e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -23085820.000000 Penalty: 5973.512207
	Iteration 64Q: 3 clusters Score -2.308582e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 165869 members 
Entering Unmasked Estep 
Score: -23085876.000000 Penalty: 5973.512207
	Iteration 65Q: 3 clusters Score -2.308588e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
Score: -23085922.000000 Penalty: 5973.512207
	Iteration 66Q: 3 clusters Score -2.308592e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -23085984.000000 Penalty: 5973.512207
	Iteration 67Q: 3 clusters Score -2.308598e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -23086018.000000 Penalty: 5973.512207
	Iteration 68Q: 3 clusters Score -2.308602e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 166232 members 
Entering Unmasked Estep 
Score: -23086038.000000 Penalty: 5973.512207
	Iteration 69Q: 3 clusters Score -2.308604e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -23086070.000000 Penalty: 5973.512207
	Iteration 70Q: 3 clusters Score -2.308607e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -23086078.000000 Penalty: 5973.512207
	Iteration 71Q: 3 clusters Score -2.308608e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -23086098.000000 Penalty: 5973.512207
	Iteration 72Q: 3 clusters Score -2.30861e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -23086118.000000 Penalty: 5973.512207
	Iteration 73Q: 3 clusters Score -2.308612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 166604 members 
Entering Unmasked Estep 
Score: -23086210.000000 Penalty: 5973.512207
	Iteration 74Q: 3 clusters Score -2.308621e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 166673 members 
Entering Unmasked Estep 
Score: -23086222.000000 Penalty: 5973.512207
	Iteration 75Q: 3 clusters Score -2.308622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -23086208.000000 Penalty: 5973.512207
	Iteration 76Q: 3 clusters Score -2.308621e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 166790 members 
Entering Unmasked Estep 
Score: -23086250.000000 Penalty: 5973.512207
	Iteration 77Q: 3 clusters Score -2.308625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 166846 members 
Entering Unmasked Estep 
Score: -23086248.000000 Penalty: 5973.512207
	Iteration 78Q: 3 clusters Score -2.308625e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 166885 members 
Entering Unmasked Estep 
Score: -23086248.000000 Penalty: 5973.512207
	Iteration 79Q: 3 clusters Score -2.308625e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 166933 members 
Entering Unmasked Estep 
Score: -23086266.000000 Penalty: 5973.512207
	Iteration 80F: 3 clusters Score -2.308627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -23086296.000000 Penalty: 5973.512207
	Iteration 81Q: 3 clusters Score -2.30863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 166999 members 
Entering Unmasked Estep 
Score: -23086280.000000 Penalty: 5973.512207
	Iteration 82Q: 3 clusters Score -2.308628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -23086280.000000 Penalty: 5973.512207
	Iteration 83Q: 3 clusters Score -2.308628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -23086270.000000 Penalty: 5973.512207
	Iteration 84Q: 3 clusters Score -2.308627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -23086326.000000 Penalty: 5973.512207
	Iteration 85Q: 3 clusters Score -2.308633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -23086328.000000 Penalty: 5973.512207
	Iteration 86Q: 3 clusters Score -2.308633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 167147 members 
Entering Unmasked Estep 
Score: -23086332.000000 Penalty: 5973.512207
	Iteration 87Q: 3 clusters Score -2.308633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -23086324.000000 Penalty: 5973.512207
	Iteration 88Q: 3 clusters Score -2.308632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 167202 members 
Entering Unmasked Estep 
Score: -23086348.000000 Penalty: 5973.512207
	Iteration 89Q: 3 clusters Score -2.308635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 167227 members 
Entering Unmasked Estep 
Score: -23086376.000000 Penalty: 5973.512207
	Iteration 90Q: 3 clusters Score -2.308638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 167254 members 
Entering Unmasked Estep 
Score: -23086426.000000 Penalty: 5973.512207
	Iteration 91Q: 3 clusters Score -2.308643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -23086398.000000 Penalty: 5973.512207
	Iteration 92Q: 3 clusters Score -2.30864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -23086400.000000 Penalty: 5973.512207
	Iteration 93Q: 3 clusters Score -2.30864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -23086390.000000 Penalty: 5973.512207
	Iteration 94Q: 3 clusters Score -2.308639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -23086410.000000 Penalty: 5973.512207
	Iteration 95Q: 3 clusters Score -2.308641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 167357 members 
Entering Unmasked Estep 
Score: -23086416.000000 Penalty: 5973.512207
	Iteration 96Q: 3 clusters Score -2.308642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 167380 members 
Entering Unmasked Estep 
Score: -23086424.000000 Penalty: 5973.512207
	Iteration 97Q: 3 clusters Score -2.308642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 167399 members 
Entering Unmasked Estep 
Score: -23086442.000000 Penalty: 5973.512207
	Iteration 98Q: 3 clusters Score -2.308644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -23086450.000000 Penalty: 5973.512207
	Iteration 99Q: 3 clusters Score -2.308645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 167421 members 
Entering Unmasked Estep 
Score: -23086452.000000 Penalty: 5973.512207
	Iteration 100F: 3 clusters Score -2.308645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -23086462.000000 Penalty: 5973.512207
	Iteration 101Q: 3 clusters Score -2.308646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 167453 members 
Entering Unmasked Estep 
Score: -23086468.000000 Penalty: 5973.512207
	Iteration 102Q: 3 clusters Score -2.308647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -23086474.000000 Penalty: 5973.512207
	Iteration 103Q: 3 clusters Score -2.308647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -23086454.000000 Penalty: 5973.512207
	Iteration 104Q: 3 clusters Score -2.308645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -23086476.000000 Penalty: 5973.512207
	Iteration 105Q: 3 clusters Score -2.308648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 167514 members 
Entering Unmasked Estep 
Score: -23086478.000000 Penalty: 5973.512207
	Iteration 106Q: 3 clusters Score -2.308648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -23086500.000000 Penalty: 5973.512207
	Iteration 107Q: 3 clusters Score -2.30865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -23086520.000000 Penalty: 5973.512207
	Iteration 108Q: 3 clusters Score -2.308652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -23086492.000000 Penalty: 5973.512207
	Iteration 109Q: 3 clusters Score -2.308649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -23086506.000000 Penalty: 5973.512207
	Iteration 110Q: 3 clusters Score -2.308651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 167578 members 
Entering Unmasked Estep 
Score: -23086500.000000 Penalty: 5973.512207
	Iteration 111Q: 3 clusters Score -2.30865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -23086512.000000 Penalty: 5973.512207
	Iteration 112Q: 3 clusters Score -2.308651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -23086500.000000 Penalty: 5973.512207
	Iteration 113Q: 3 clusters Score -2.30865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -23086502.000000 Penalty: 5973.512207
	Iteration 114Q: 3 clusters Score -2.30865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -23086504.000000 Penalty: 5973.512207
	Iteration 115Q: 3 clusters Score -2.30865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -23086522.000000 Penalty: 5973.512207
	Iteration 116Q: 3 clusters Score -2.308652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -23086516.000000 Penalty: 5973.512207
	Iteration 117Q: 3 clusters Score -2.308652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -23086526.000000 Penalty: 5973.512207
	Iteration 118Q: 3 clusters Score -2.308653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 167631 members 
Entering Unmasked Estep 
Score: -23086534.000000 Penalty: 5973.512207
	Iteration 119Q: 3 clusters Score -2.308653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -23086548.000000 Penalty: 5973.512207
	Iteration 120F: 3 clusters Score -2.308655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -23086538.000000 Penalty: 5973.512207
	Iteration 121Q: 3 clusters Score -2.308654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -23086530.000000 Penalty: 5973.512207
	Iteration 122Q: 3 clusters Score -2.308653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -23086538.000000 Penalty: 5973.512207
	Iteration 123Q: 3 clusters Score -2.308654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 167652 members 
Entering Unmasked Estep 
Score: -23086544.000000 Penalty: 5973.512207
	Iteration 124Q: 3 clusters Score -2.308654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 167658 members 
Entering Unmasked Estep 
Score: -23086546.000000 Penalty: 5973.512207
	Iteration 125Q: 3 clusters Score -2.308655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 167662 members 
Entering Unmasked Estep 
Score: -23086540.000000 Penalty: 5973.512207
	Iteration 126Q: 3 clusters Score -2.308654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -23086554.000000 Penalty: 5973.512207
	Iteration 127Q: 3 clusters Score -2.308655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -23086564.000000 Penalty: 5973.512207
	Iteration 128Q: 3 clusters Score -2.308656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -23086582.000000 Penalty: 5973.512207
	Iteration 129Q: 3 clusters Score -2.308658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -23086576.000000 Penalty: 5973.512207
	Iteration 130Q: 3 clusters Score -2.308658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -23086576.000000 Penalty: 5973.512207
	Iteration 131F: 3 clusters Score -2.308658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Entering Unmasked Estep 
Score: -3983886.500000 Penalty: 2561.515137
	Iteration 0F: 2 clusters Score -3983886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3962980.750000 Penalty: 5123.030273
	Iteration 0F: 3 clusters Score -3962981 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3970731.750000 Penalty: 5123.030273
	Iteration 1F: 3 clusters Score -3970732 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3971556.750000 Penalty: 5123.030273
	Iteration 2F: 3 clusters Score -3971557 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3972403.750000 Penalty: 5123.030273
	Iteration 3F: 3 clusters Score -3972404 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3973223.500000 Penalty: 5123.030273
	Iteration 4F: 3 clusters Score -3973224 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3974089.250000 Penalty: 5123.030273
	Iteration 5F: 3 clusters Score -3974089 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3975047.500000 Penalty: 5123.030273
	Iteration 6F: 3 clusters Score -3975048 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3976184.500000 Penalty: 5123.030273
	Iteration 7F: 3 clusters Score -3976184 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3977385.000000 Penalty: 5123.030273
	Iteration 8F: 3 clusters Score -3977385 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3978536.500000 Penalty: 5123.030273
	Iteration 9F: 3 clusters Score -3978536 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3979550.000000 Penalty: 5123.030273
	Iteration 10Q: 3 clusters Score -3979550 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3980428.750000 Penalty: 5123.030273
	Iteration 11Q: 3 clusters Score -3980429 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3981069.000000 Penalty: 5123.030273
	Iteration 12Q: 3 clusters Score -3981069 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3981513.500000 Penalty: 5123.030273
	Iteration 13Q: 3 clusters Score -3981514 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3981804.500000 Penalty: 5123.030273
	Iteration 14Q: 3 clusters Score -3981804 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3982004.000000 Penalty: 5123.030273
	Iteration 15Q: 3 clusters Score -3982004 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3982190.000000 Penalty: 5123.030273
	Iteration 16Q: 3 clusters Score -3982190 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3982329.000000 Penalty: 5123.030273
	Iteration 17Q: 3 clusters Score -3982329 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3982435.500000 Penalty: 5123.030273
	Iteration 18Q: 3 clusters Score -3982436 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3982539.250000 Penalty: 5123.030273
	Iteration 19Q: 3 clusters Score -3982539 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3982638.000000 Penalty: 5123.030273
	Iteration 20F: 3 clusters Score -3982638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3982706.250000 Penalty: 5123.030273
	Iteration 21Q: 3 clusters Score -3982706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3982769.250000 Penalty: 5123.030273
	Iteration 22Q: 3 clusters Score -3982769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3982817.250000 Penalty: 5123.030273
	Iteration 23Q: 3 clusters Score -3982817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3982843.000000 Penalty: 5123.030273
	Iteration 24Q: 3 clusters Score -3982843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3982863.750000 Penalty: 5123.030273
	Iteration 25Q: 3 clusters Score -3982864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3982884.750000 Penalty: 5123.030273
	Iteration 26Q: 3 clusters Score -3982885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3982892.250000 Penalty: 5123.030273
	Iteration 27Q: 3 clusters Score -3982892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3982903.750000 Penalty: 5123.030273
	Iteration 28Q: 3 clusters Score -3982904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3982899.500000 Penalty: 5123.030273
	Iteration 29Q: 3 clusters Score -3982900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3982908.500000 Penalty: 5123.030273
	Iteration 30Q: 3 clusters Score -3982908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3982924.500000 Penalty: 5123.030273
	Iteration 31Q: 3 clusters Score -3982924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3982925.500000 Penalty: 5123.030273
	Iteration 32Q: 3 clusters Score -3982926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3982933.500000 Penalty: 5123.030273
	Iteration 33Q: 3 clusters Score -3982934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3982936.750000 Penalty: 5123.030273
	Iteration 34Q: 3 clusters Score -3982937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3982939.750000 Penalty: 5123.030273
	Iteration 35Q: 3 clusters Score -3982940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3982941.250000 Penalty: 5123.030273
	Iteration 36Q: 3 clusters Score -3982941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3982941.250000 Penalty: 5123.030273
	Iteration 37Q: 3 clusters Score -3982941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3982939.750000 Penalty: 5123.030273
	Iteration 38Q: 3 clusters Score -3982940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3982936.500000 Penalty: 5123.030273
	Iteration 39Q: 3 clusters Score -3982936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3982944.250000 Penalty: 5123.030273
	Iteration 40F: 3 clusters Score -3982944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3982942.250000 Penalty: 5123.030273
	Iteration 41Q: 3 clusters Score -3982942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3982950.250000 Penalty: 5123.030273
	Iteration 42Q: 3 clusters Score -3982950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3982947.750000 Penalty: 5123.030273
	Iteration 43Q: 3 clusters Score -3982948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3982952.750000 Penalty: 5123.030273
	Iteration 44Q: 3 clusters Score -3982953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3982948.500000 Penalty: 5123.030273
	Iteration 45Q: 3 clusters Score -3982948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3982946.000000 Penalty: 5123.030273
	Iteration 46Q: 3 clusters Score -3982946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3982948.000000 Penalty: 5123.030273
	Iteration 47Q: 3 clusters Score -3982948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3982951.000000 Penalty: 5123.030273
	Iteration 48Q: 3 clusters Score -3982951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3982948.750000 Penalty: 5123.030273
	Iteration 49Q: 3 clusters Score -3982949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3982954.000000 Penalty: 5123.030273
	Iteration 50Q: 3 clusters Score -3982954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3982951.000000 Penalty: 5123.030273
	Iteration 51Q: 3 clusters Score -3982951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3982955.750000 Penalty: 5123.030273
	Iteration 52Q: 3 clusters Score -3982956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3982959.750000 Penalty: 5123.030273
	Iteration 53Q: 3 clusters Score -3982960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3982959.750000 Penalty: 5123.030273
	Iteration 54Q: 3 clusters Score -3982960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3982964.750000 Penalty: 5123.030273
	Iteration 55Q: 3 clusters Score -3982965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3982963.000000 Penalty: 5123.030273
	Iteration 56Q: 3 clusters Score -3982963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3982963.000000 Penalty: 5123.030273
	Iteration 57F: 3 clusters Score -3982963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170744 members 
Entering Unmasked Estep 
Score: -23084608.000000 Penalty: 2987.884277
	Iteration 0F: 2 clusters Score -2.308461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -22972118.000000 Penalty: 5975.768555
	Iteration 0F: 3 clusters Score -2.297212e+07 nChanged 81914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -23021356.000000 Penalty: 5975.768555
	Iteration 1F: 3 clusters Score -2.302136e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -23024064.000000 Penalty: 5975.768555
	Iteration 2Q: 3 clusters Score -2.302406e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -23029006.000000 Penalty: 5975.768555
	Iteration 3F: 3 clusters Score -2.302901e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -23036598.000000 Penalty: 5975.768555
	Iteration 4F: 3 clusters Score -2.30366e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112671 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -23047096.000000 Penalty: 5975.768555
	Iteration 5F: 3 clusters Score -2.30471e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120873 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -23059070.000000 Penalty: 5975.768555
	Iteration 6F: 3 clusters Score -2.305907e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127144 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -23068194.000000 Penalty: 5975.768555
	Iteration 7F: 3 clusters Score -2.306819e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -23072794.000000 Penalty: 5975.768555
	Iteration 8Q: 3 clusters Score -2.307279e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134595 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -23074912.000000 Penalty: 5975.768555
	Iteration 9Q: 3 clusters Score -2.307491e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -23076290.000000 Penalty: 5975.768555
	Iteration 10Q: 3 clusters Score -2.307629e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -23077392.000000 Penalty: 5975.768555
	Iteration 11Q: 3 clusters Score -2.307739e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -23078408.000000 Penalty: 5975.768555
	Iteration 12Q: 3 clusters Score -2.307841e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145212 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -23079126.000000 Penalty: 5975.768555
	Iteration 13Q: 3 clusters Score -2.307913e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147441 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -23079788.000000 Penalty: 5975.768555
	Iteration 14Q: 3 clusters Score -2.307979e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -23080396.000000 Penalty: 5975.768555
	Iteration 15Q: 3 clusters Score -2.30804e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -23080878.000000 Penalty: 5975.768555
	Iteration 16Q: 3 clusters Score -2.308088e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -23081324.000000 Penalty: 5975.768555
	Iteration 17Q: 3 clusters Score -2.308132e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -23081678.000000 Penalty: 5975.768555
	Iteration 18Q: 3 clusters Score -2.308168e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156299 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -23081884.000000 Penalty: 5975.768555
	Iteration 19Q: 3 clusters Score -2.308188e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -23082042.000000 Penalty: 5975.768555
	Iteration 20F: 3 clusters Score -2.308204e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158998 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -23082212.000000 Penalty: 5975.768555
	Iteration 21Q: 3 clusters Score -2.308221e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -23082392.000000 Penalty: 5975.768555
	Iteration 22Q: 3 clusters Score -2.308239e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -23082566.000000 Penalty: 5975.768555
	Iteration 23Q: 3 clusters Score -2.308257e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -23082612.000000 Penalty: 5975.768555
	Iteration 24Q: 3 clusters Score -2.308261e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -23082676.000000 Penalty: 5975.768555
	Iteration 25Q: 3 clusters Score -2.308268e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -23082814.000000 Penalty: 5975.768555
	Iteration 26Q: 3 clusters Score -2.308281e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -23082852.000000 Penalty: 5975.768555
	Iteration 27Q: 3 clusters Score -2.308285e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164890 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -23082908.000000 Penalty: 5975.768555
	Iteration 28Q: 3 clusters Score -2.308291e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -23082922.000000 Penalty: 5975.768555
	Iteration 29Q: 3 clusters Score -2.308292e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -23082854.000000 Penalty: 5975.768555
	Iteration 30Q: 3 clusters Score -2.308285e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166148 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -23082888.000000 Penalty: 5975.768555
	Iteration 31Q: 3 clusters Score -2.308289e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -23082958.000000 Penalty: 5975.768555
	Iteration 32Q: 3 clusters Score -2.308296e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23082930.000000 Penalty: 5975.768555
	Iteration 33Q: 3 clusters Score -2.308293e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -23083034.000000 Penalty: 5975.768555
	Iteration 34Q: 3 clusters Score -2.308303e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167199 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -23083066.000000 Penalty: 5975.768555
	Iteration 35Q: 3 clusters Score -2.308307e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167358 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -23083052.000000 Penalty: 5975.768555
	Iteration 36Q: 3 clusters Score -2.308305e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23083074.000000 Penalty: 5975.768555
	Iteration 37Q: 3 clusters Score -2.308307e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23083094.000000 Penalty: 5975.768555
	Iteration 38Q: 3 clusters Score -2.308309e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -23083074.000000 Penalty: 5975.768555
	Iteration 39Q: 3 clusters Score -2.308307e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -23083092.000000 Penalty: 5975.768555
	Iteration 40F: 3 clusters Score -2.308309e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -23083050.000000 Penalty: 5975.768555
	Iteration 41Q: 3 clusters Score -2.308305e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -23082994.000000 Penalty: 5975.768555
	Iteration 42Q: 3 clusters Score -2.308299e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168034 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -23083016.000000 Penalty: 5975.768555
	Iteration 43Q: 3 clusters Score -2.308302e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -23083004.000000 Penalty: 5975.768555
	Iteration 44Q: 3 clusters Score -2.3083e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23082976.000000 Penalty: 5975.768555
	Iteration 45Q: 3 clusters Score -2.308298e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -23082980.000000 Penalty: 5975.768555
	Iteration 46Q: 3 clusters Score -2.308298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -23082976.000000 Penalty: 5975.768555
	Iteration 47Q: 3 clusters Score -2.308298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168292 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -23082932.000000 Penalty: 5975.768555
	Iteration 48Q: 3 clusters Score -2.308293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168336 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -23082986.000000 Penalty: 5975.768555
	Iteration 49Q: 3 clusters Score -2.308299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -23082958.000000 Penalty: 5975.768555
	Iteration 50Q: 3 clusters Score -2.308296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168403 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -23082936.000000 Penalty: 5975.768555
	Iteration 51Q: 3 clusters Score -2.308294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168431 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -23082954.000000 Penalty: 5975.768555
	Iteration 52Q: 3 clusters Score -2.308295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168453 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23082946.000000 Penalty: 5975.768555
	Iteration 53Q: 3 clusters Score -2.308295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168479 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23082940.000000 Penalty: 5975.768555
	Iteration 54Q: 3 clusters Score -2.308294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168507 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -23082928.000000 Penalty: 5975.768555
	Iteration 55Q: 3 clusters Score -2.308293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -23082908.000000 Penalty: 5975.768555
	Iteration 56Q: 3 clusters Score -2.308291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23082894.000000 Penalty: 5975.768555
	Iteration 57Q: 3 clusters Score -2.308289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -23082894.000000 Penalty: 5975.768555
	Iteration 58Q: 3 clusters Score -2.308289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23082888.000000 Penalty: 5975.768555
	Iteration 59Q: 3 clusters Score -2.308289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168628 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -23082890.000000 Penalty: 5975.768555
	Iteration 60F: 3 clusters Score -2.308289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23082874.000000 Penalty: 5975.768555
	Iteration 61Q: 3 clusters Score -2.308287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -23082858.000000 Penalty: 5975.768555
	Iteration 62Q: 3 clusters Score -2.308286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168696 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -23082876.000000 Penalty: 5975.768555
	Iteration 63Q: 3 clusters Score -2.308288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168723 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -23082902.000000 Penalty: 5975.768555
	Iteration 64Q: 3 clusters Score -2.30829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23082878.000000 Penalty: 5975.768555
	Iteration 65Q: 3 clusters Score -2.308288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23082896.000000 Penalty: 5975.768555
	Iteration 66Q: 3 clusters Score -2.30829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168784 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23082900.000000 Penalty: 5975.768555
	Iteration 67Q: 3 clusters Score -2.30829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -23082890.000000 Penalty: 5975.768555
	Iteration 68Q: 3 clusters Score -2.308289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23082888.000000 Penalty: 5975.768555
	Iteration 69Q: 3 clusters Score -2.308289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23082916.000000 Penalty: 5975.768555
	Iteration 70Q: 3 clusters Score -2.308292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23082922.000000 Penalty: 5975.768555
	Iteration 71Q: 3 clusters Score -2.308292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23082896.000000 Penalty: 5975.768555
	Iteration 72Q: 3 clusters Score -2.30829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168814 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -23082918.000000 Penalty: 5975.768555
	Iteration 73Q: 3 clusters Score -2.308292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -23082928.000000 Penalty: 5975.768555
	Iteration 74Q: 3 clusters Score -2.308293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -23082936.000000 Penalty: 5975.768555
	Iteration 75Q: 3 clusters Score -2.308294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23082926.000000 Penalty: 5975.768555
	Iteration 76Q: 3 clusters Score -2.308293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23082940.000000 Penalty: 5975.768555
	Iteration 77Q: 3 clusters Score -2.308294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23082940.000000 Penalty: 5975.768555
	Iteration 78F: 3 clusters Score -2.308294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -335056.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -335056.9 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 1258 members 
Entering Unmasked Estep 
Score: -332155.312500 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -332155.3 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -332667.625000 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -332667.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -332784.437500 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -332784.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -332849.687500 Penalty: 3878.738770
	Iteration 3Q: 3 clusters Score -332849.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -332879.687500 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -332879.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -332897.406250 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -332897.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -332913.000000 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -332913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -332925.000000 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -332925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -332932.937500 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -332932.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -332940.281250 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -332940.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -332946.687500 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -332946.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -332952.437500 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -332952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -332955.218750 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -332955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332957.125000 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -332957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332960.093750 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -332960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -332966.156250 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -332966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -332968.843750 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -332968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -332969.406250 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -332969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332971.812500 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -332971.8 nChanged 5
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: -332973.906250 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -332973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -332975.906250 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -332975.9 nChanged 4
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: -332976.375000 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -332976.4 nChanged 2
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: -332977.812500 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -332977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332979.593750 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -332979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -332980.406250 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -332980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -332981.218750 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -332981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -332983.187500 Penalty: 3878.738770
	Iteration 26Q: 3 clusters Score -332983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -332985.750000 Penalty: 3878.738770
	Iteration 27Q: 3 clusters Score -332985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -332986.812500 Penalty: 3878.738770
	Iteration 28Q: 3 clusters Score -332986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -332987.718750 Penalty: 3878.738770
	Iteration 29Q: 3 clusters Score -332987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -332987.718750 Penalty: 3878.738770
	Iteration 30F: 3 clusters Score -332987.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50942.703125 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50942.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51488.195312 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51488.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51952.472656 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51952.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52258.441406 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -52258.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52431.246094 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -52431.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52531.863281 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -52531.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52607.656250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52607.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52659.984375 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52659.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52705.109375 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52705.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52729.406250 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52729.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52736.910156 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52736.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52742.187500 Penalty: 3080.457520
	Iteration 11F: 3 clusters Score -52742.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52758.476562 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52758.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52758.476562 Penalty: 3080.457520
	Iteration 13F: 3 clusters Score -52758.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41364 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 78499 members 
Mstep: Class 12 contains 135507 members 
Mstep: Class 13 contains 76034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9745 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164365 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169969 members 
Mstep: Class 22 contains 30598 members 
Mstep: Class 23 contains 170744 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 314 members 
Entering Unmasked Estep 
Score: -126426648.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126428312.000000 to -126426648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 136 members 
Entering Unmasked Estep 
Score: -24271.843750 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24271.84 nChanged 20
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: -24356.208984 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24356.21 nChanged 9
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: -24395.539062 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -24395.54 nChanged 6
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: -24418.673828 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24418.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24423.804688 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24438.546875 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -24438.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24441.634766 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -24441.63 nChanged 2
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: -24448.708984 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -24448.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24451.708984 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -24451.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24451.708984 Penalty: 2722.513184
	Iteration 9F: 3 clusters Score -24451.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41364 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 78499 members 
Mstep: Class 12 contains 135507 members 
Mstep: Class 13 contains 76034 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9745 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164365 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169969 members 
Mstep: Class 22 contains 30598 members 
Mstep: Class 23 contains 170744 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428120.000000 Penalty: 88796.882812
Iteration 359Q: 27 clusters Score -1.264281e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 12147 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 27988 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41370 members 
Mstep: Class 9 contains 8865 members 
Mstep: Class 10 contains 12880 members 
Mstep: Class 11 contains 78459 members 
Mstep: Class 12 contains 135403 members 
Mstep: Class 13 contains 76082 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164448 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169880 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 170799 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428024.000000 Penalty: 88796.882812
Iteration 360F: 27 clusters Score -1.26428e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8622 members 
Mstep: Class 3 contains 12152 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28033 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41384 members 
Mstep: Class 9 contains 8864 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 11 contains 78410 members 
Mstep: Class 12 contains 135324 members 
Mstep: Class 13 contains 76136 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9698 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164531 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169798 members 
Mstep: Class 22 contains 30599 members 
Mstep: Class 23 contains 170826 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427936.000000 Penalty: 88796.882812
Iteration 361Q: 27 clusters Score -1.264279e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28080 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41397 members 
Mstep: Class 9 contains 8861 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 78378 members 
Mstep: Class 12 contains 135252 members 
Mstep: Class 13 contains 76187 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9679 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164591 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169715 members 
Mstep: Class 22 contains 30605 members 
Mstep: Class 23 contains 170848 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427696.000000 Penalty: 88796.882812
Iteration 362Q: 27 clusters Score -1.264277e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28110 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41399 members 
Mstep: Class 9 contains 8859 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 78359 members 
Mstep: Class 12 contains 135198 members 
Mstep: Class 13 contains 76204 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164660 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 30614 members 
Mstep: Class 23 contains 170848 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427784.000000 Penalty: 88796.882812
Iteration 363Q: 27 clusters Score -1.264278e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 28144 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41407 members 
Mstep: Class 9 contains 8859 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 78338 members 
Mstep: Class 12 contains 135151 members 
Mstep: Class 13 contains 76242 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164719 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169632 members 
Mstep: Class 22 contains 30622 members 
Mstep: Class 23 contains 170819 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427752.000000 Penalty: 88796.882812
Iteration 364Q: 27 clusters Score -1.264278e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8628 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 28175 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41414 members 
Mstep: Class 9 contains 8856 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 78324 members 
Mstep: Class 12 contains 135114 members 
Mstep: Class 13 contains 76280 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9644 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164758 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169618 members 
Mstep: Class 22 contains 30612 members 
Mstep: Class 23 contains 170783 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427440.000000 Penalty: 88796.882812
Iteration 365Q: 27 clusters Score -1.264274e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 28220 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41419 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 78315 members 
Mstep: Class 12 contains 135089 members 
Mstep: Class 13 contains 76332 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164809 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169535 members 
Mstep: Class 22 contains 30612 members 
Mstep: Class 23 contains 170753 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427472.000000 Penalty: 88796.882812
Iteration 366Q: 27 clusters Score -1.264275e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 28264 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41431 members 
Mstep: Class 9 contains 8851 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 78305 members 
Mstep: Class 12 contains 135089 members 
Mstep: Class 13 contains 76373 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9633 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164864 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169448 members 
Mstep: Class 22 contains 30616 members 
Mstep: Class 23 contains 170702 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427648.000000 Penalty: 88796.882812
Iteration 367Q: 27 clusters Score -1.264276e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 12155 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28297 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41448 members 
Mstep: Class 9 contains 8849 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 78302 members 
Mstep: Class 12 contains 135076 members 
Mstep: Class 13 contains 76410 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 164958 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169306 members 
Mstep: Class 22 contains 30621 members 
Mstep: Class 23 contains 170675 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427600.000000 Penalty: 88796.882812
Iteration 368Q: 27 clusters Score -1.264276e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 12155 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 28340 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41468 members 
Mstep: Class 9 contains 8848 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 78284 members 
Mstep: Class 12 contains 135056 members 
Mstep: Class 13 contains 76452 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9626 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165038 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 169161 members 
Mstep: Class 22 contains 30628 members 
Mstep: Class 23 contains 170672 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427552.000000 Penalty: 88796.882812
Iteration 369Q: 27 clusters Score -1.264276e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28383 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41485 members 
Mstep: Class 9 contains 8846 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 78262 members 
Mstep: Class 12 contains 135072 members 
Mstep: Class 13 contains 76487 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9618 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165123 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 168976 members 
Mstep: Class 22 contains 30635 members 
Mstep: Class 23 contains 170686 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427456.000000 Penalty: 88796.882812
Iteration 370Q: 27 clusters Score -1.264275e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 12152 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28415 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41495 members 
Mstep: Class 9 contains 8843 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 78252 members 
Mstep: Class 12 contains 135071 members 
Mstep: Class 13 contains 76531 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9614 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165207 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 168792 members 
Mstep: Class 22 contains 30639 members 
Mstep: Class 23 contains 170704 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427488.000000 Penalty: 88796.882812
Iteration 371Q: 27 clusters Score -1.264275e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8643 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28443 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41504 members 
Mstep: Class 9 contains 8838 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 78242 members 
Mstep: Class 12 contains 135090 members 
Mstep: Class 13 contains 76576 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9608 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165292 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 168580 members 
Mstep: Class 22 contains 30643 members 
Mstep: Class 23 contains 170741 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427520.000000 Penalty: 88796.882812
Iteration 372Q: 27 clusters Score -1.264275e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8641 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28485 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 41499 members 
Mstep: Class 9 contains 8835 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 78229 members 
Mstep: Class 12 contains 135147 members 
Mstep: Class 13 contains 76627 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165341 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 168386 members 
Mstep: Class 22 contains 30652 members 
Mstep: Class 23 contains 170753 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427320.000000 Penalty: 88796.882812
Iteration 373Q: 27 clusters Score -1.264273e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 12155 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28542 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 41510 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 78218 members 
Mstep: Class 12 contains 135204 members 
Mstep: Class 13 contains 76659 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9589 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165381 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 168169 members 
Mstep: Class 22 contains 30661 members 
Mstep: Class 23 contains 170783 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427080.000000 Penalty: 88796.882812
Iteration 374Q: 27 clusters Score -1.264271e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28589 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 41506 members 
Mstep: Class 9 contains 8828 members 
Mstep: Class 10 contains 12923 members 
Mstep: Class 11 contains 78224 members 
Mstep: Class 12 contains 135280 members 
Mstep: Class 13 contains 76735 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9573 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165432 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 167927 members 
Mstep: Class 22 contains 30666 members 
Mstep: Class 23 contains 170784 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426928.000000 Penalty: 88796.882812
Iteration 375Q: 27 clusters Score -1.264269e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8650 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28637 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 41499 members 
Mstep: Class 9 contains 8824 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 78207 members 
Mstep: Class 12 contains 135371 members 
Mstep: Class 13 contains 76793 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165482 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 167695 members 
Mstep: Class 22 contains 30666 members 
Mstep: Class 23 contains 170800 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427048.000000 Penalty: 88796.882812
Iteration 376Q: 27 clusters Score -1.26427e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 12159 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28677 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41500 members 
Mstep: Class 9 contains 8822 members 
Mstep: Class 10 contains 12931 members 
Mstep: Class 11 contains 78182 members 
Mstep: Class 12 contains 135436 members 
Mstep: Class 13 contains 76845 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9551 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165530 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 167499 members 
Mstep: Class 22 contains 30666 members 
Mstep: Class 23 contains 170816 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 88796.882812
Iteration 377Q: 27 clusters Score -1.264273e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 28712 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41504 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 78149 members 
Mstep: Class 12 contains 135512 members 
Mstep: Class 13 contains 76897 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165569 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 167296 members 
Mstep: Class 22 contains 30668 members 
Mstep: Class 23 contains 170852 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427152.000000 Penalty: 88796.882812
Iteration 378Q: 27 clusters Score -1.264272e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 12165 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28755 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41500 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 78126 members 
Mstep: Class 12 contains 135573 members 
Mstep: Class 13 contains 76973 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9526 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165598 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 167081 members 
Mstep: Class 22 contains 30665 members 
Mstep: Class 23 contains 170897 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427096.000000 Penalty: 88796.882812
Iteration 379Q: 27 clusters Score -1.264271e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 12171 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28798 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41501 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 78105 members 
Mstep: Class 12 contains 135634 members 
Mstep: Class 13 contains 77025 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9506 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165614 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166941 members 
Mstep: Class 22 contains 30663 members 
Mstep: Class 23 contains 170900 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427208.000000 Penalty: 88796.882812
Iteration 380F: 27 clusters Score -1.264272e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28837 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41500 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 78093 members 
Mstep: Class 12 contains 135692 members 
Mstep: Class 13 contains 77061 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165647 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166802 members 
Mstep: Class 22 contains 30665 members 
Mstep: Class 23 contains 170906 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427184.000000 Penalty: 88796.882812
Iteration 381Q: 27 clusters Score -1.264272e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28864 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 41504 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 12926 members 
Mstep: Class 11 contains 78080 members 
Mstep: Class 12 contains 135745 members 
Mstep: Class 13 contains 77098 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165675 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166732 members 
Mstep: Class 22 contains 30662 members 
Mstep: Class 23 contains 170860 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427152.000000 Penalty: 88796.882812
Iteration 382Q: 27 clusters Score -1.264272e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28900 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 78053 members 
Mstep: Class 12 contains 135803 members 
Mstep: Class 13 contains 77146 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9452 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165714 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166673 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 170771 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427144.000000 Penalty: 88796.882812
Iteration 383Q: 27 clusters Score -1.264271e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8667 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28917 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41519 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 78056 members 
Mstep: Class 12 contains 135900 members 
Mstep: Class 13 contains 77192 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165765 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166521 members 
Mstep: Class 22 contains 30681 members 
Mstep: Class 23 contains 170700 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427120.000000 Penalty: 88796.882812
Iteration 384Q: 27 clusters Score -1.264271e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28937 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41529 members 
Mstep: Class 9 contains 8811 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78051 members 
Mstep: Class 12 contains 136020 members 
Mstep: Class 13 contains 77231 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9408 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165829 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166341 members 
Mstep: Class 22 contains 30695 members 
Mstep: Class 23 contains 170632 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427216.000000 Penalty: 88796.882812
Iteration 385Q: 27 clusters Score -1.264272e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8680 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28953 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 41537 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 78051 members 
Mstep: Class 12 contains 136119 members 
Mstep: Class 13 contains 77270 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165878 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166209 members 
Mstep: Class 22 contains 30718 members 
Mstep: Class 23 contains 170563 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427112.000000 Penalty: 88796.882812
Iteration 386Q: 27 clusters Score -1.264271e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28978 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41541 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 12937 members 
Mstep: Class 11 contains 78048 members 
Mstep: Class 12 contains 136193 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165910 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 166100 members 
Mstep: Class 22 contains 30750 members 
Mstep: Class 23 contains 170502 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 88796.882812
Iteration 387Q: 27 clusters Score -1.264273e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28991 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41546 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 78044 members 
Mstep: Class 12 contains 136303 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9325 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165932 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165992 members 
Mstep: Class 22 contains 30759 members 
Mstep: Class 23 contains 170442 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 88796.882812
Iteration 388Q: 27 clusters Score -1.264273e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8712 members 
Mstep: Class 3 contains 12179 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41547 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 78048 members 
Mstep: Class 12 contains 136422 members 
Mstep: Class 13 contains 77384 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165929 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165864 members 
Mstep: Class 22 contains 30780 members 
Mstep: Class 23 contains 170388 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427216.000000 Penalty: 88796.882812
Iteration 389Q: 27 clusters Score -1.264272e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8715 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29028 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41542 members 
Mstep: Class 9 contains 8785 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 78046 members 
Mstep: Class 12 contains 136552 members 
Mstep: Class 13 contains 77427 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165928 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165731 members 
Mstep: Class 22 contains 30797 members 
Mstep: Class 23 contains 170350 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427392.000000 Penalty: 88796.882812
Iteration 390Q: 27 clusters Score -1.264274e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8719 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41547 members 
Mstep: Class 9 contains 8780 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 78044 members 
Mstep: Class 12 contains 136680 members 
Mstep: Class 13 contains 77466 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9235 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165917 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165574 members 
Mstep: Class 22 contains 30814 members 
Mstep: Class 23 contains 170337 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 88796.882812
Iteration 391Q: 27 clusters Score -1.264273e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8722 members 
Mstep: Class 3 contains 12184 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 29063 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41551 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 12940 members 
Mstep: Class 11 contains 78049 members 
Mstep: Class 12 contains 136793 members 
Mstep: Class 13 contains 77503 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165919 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165391 members 
Mstep: Class 22 contains 30842 members 
Mstep: Class 23 contains 170345 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427304.000000 Penalty: 88796.882812
Iteration 392Q: 27 clusters Score -1.264273e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8723 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41552 members 
Mstep: Class 9 contains 8774 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78037 members 
Mstep: Class 12 contains 136942 members 
Mstep: Class 13 contains 77538 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165904 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165223 members 
Mstep: Class 22 contains 30873 members 
Mstep: Class 23 contains 170342 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427288.000000 Penalty: 88796.882812
Iteration 393Q: 27 clusters Score -1.264273e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8722 members 
Mstep: Class 3 contains 12191 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 29094 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41549 members 
Mstep: Class 9 contains 8774 members 
Mstep: Class 10 contains 12935 members 
Mstep: Class 11 contains 78022 members 
Mstep: Class 12 contains 137096 members 
Mstep: Class 13 contains 77590 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165904 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 165056 members 
Mstep: Class 22 contains 30898 members 
Mstep: Class 23 contains 170307 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427088.000000 Penalty: 88796.882812
Iteration 394Q: 27 clusters Score -1.264271e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8724 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 29115 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41555 members 
Mstep: Class 9 contains 8772 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 78010 members 
Mstep: Class 12 contains 137226 members 
Mstep: Class 13 contains 77628 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165907 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164892 members 
Mstep: Class 22 contains 30928 members 
Mstep: Class 23 contains 170291 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427008.000000 Penalty: 88796.882812
Iteration 395Q: 27 clusters Score -1.26427e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8721 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 29131 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41553 members 
Mstep: Class 9 contains 8770 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 78003 members 
Mstep: Class 12 contains 137374 members 
Mstep: Class 13 contains 77652 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165913 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164719 members 
Mstep: Class 22 contains 30967 members 
Mstep: Class 23 contains 170290 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427024.000000 Penalty: 88796.882812
Iteration 396Q: 27 clusters Score -1.26427e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8721 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29147 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41566 members 
Mstep: Class 9 contains 8766 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 78006 members 
Mstep: Class 12 contains 137494 members 
Mstep: Class 13 contains 77674 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165935 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164558 members 
Mstep: Class 22 contains 31018 members 
Mstep: Class 23 contains 170248 members 
Mstep: Class 24 contains 2467 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426808.000000 Penalty: 88796.882812
Iteration 397Q: 27 clusters Score -1.264268e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8723 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29156 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41574 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 12939 members 
Mstep: Class 11 contains 78016 members 
Mstep: Class 12 contains 137649 members 
Mstep: Class 13 contains 77695 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8977 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165946 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164400 members 
Mstep: Class 22 contains 31059 members 
Mstep: Class 23 contains 170204 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426776.000000 Penalty: 88796.882812
Iteration 398Q: 27 clusters Score -1.264268e+08 nChanged 814
Entering ConstructFrom: 
Score: -126426776.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 187 members 
Entering Unmasked Estep 
Score: -40401.851562 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40401.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40619.003906 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40801.207031 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40801.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41033.828125 Penalty: 2941.076172
	Iteration 3F: 3 clusters Score -41033.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41195.011719 Penalty: 2941.076172
	Iteration 4F: 3 clusters Score -41195.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41390.375000 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -41390.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41530.148438 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -41530.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41603.000000 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -41603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41656.710938 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -41656.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41686.515625 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -41686.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41732.296875 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -41732.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41816.355469 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -41816.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41952.296875 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -41952.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42273.636719 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -42273.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42349.855469 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -42349.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42357.113281 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -42357.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42387.878906 Penalty: 2941.076172
	Iteration 16F: 3 clusters Score -42387.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42632.839844 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -42632.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43267.078125 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -43267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43267.078125 Penalty: 2941.076172
	Iteration 19F: 3 clusters Score -43267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 137797 members 
Mstep: Class 13 contains 77723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165940 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 205 members 
Entering Unmasked Estep 
Score: -126426112.000000 Penalty: 92212.148438
Splitting cluster 1 changes total score from -126426776.000000 to -126426112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -1109675.375000 Penalty: 2250.481201
	Iteration 0F: 2 clusters Score -1109675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1102861.375000 Penalty: 4500.962402
	Iteration 0F: 3 clusters Score -1102861 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1104826.375000 Penalty: 4500.962402
	Iteration 1F: 3 clusters Score -1104826 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1105130.875000 Penalty: 4500.962402
	Iteration 2F: 3 clusters Score -1105131 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1105340.125000 Penalty: 4500.962402
	Iteration 3F: 3 clusters Score -1105340 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1105469.250000 Penalty: 4500.962402
	Iteration 4Q: 3 clusters Score -1105469 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1105551.875000 Penalty: 4500.962402
	Iteration 5Q: 3 clusters Score -1105552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1105628.000000 Penalty: 4500.962402
	Iteration 6Q: 3 clusters Score -1105628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1105686.750000 Penalty: 4500.962402
	Iteration 7Q: 3 clusters Score -1105687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1105738.750000 Penalty: 4500.962402
	Iteration 8Q: 3 clusters Score -1105739 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1105781.625000 Penalty: 4500.962402
	Iteration 9Q: 3 clusters Score -1105782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1105819.375000 Penalty: 4500.962402
	Iteration 10Q: 3 clusters Score -1105819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1105849.750000 Penalty: 4500.962402
	Iteration 11Q: 3 clusters Score -1105850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1105886.250000 Penalty: 4500.962402
	Iteration 12Q: 3 clusters Score -1105886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1105911.500000 Penalty: 4500.962402
	Iteration 13Q: 3 clusters Score -1105912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1105938.000000 Penalty: 4500.962402
	Iteration 14Q: 3 clusters Score -1105938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1105957.625000 Penalty: 4500.962402
	Iteration 15Q: 3 clusters Score -1105958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1105977.875000 Penalty: 4500.962402
	Iteration 16Q: 3 clusters Score -1105978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1105997.000000 Penalty: 4500.962402
	Iteration 17Q: 3 clusters Score -1105997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1106016.625000 Penalty: 4500.962402
	Iteration 18Q: 3 clusters Score -1106017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1106027.125000 Penalty: 4500.962402
	Iteration 19Q: 3 clusters Score -1106027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1106046.000000 Penalty: 4500.962402
	Iteration 20F: 3 clusters Score -1106046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1106067.000000 Penalty: 4500.962402
	Iteration 21Q: 3 clusters Score -1106067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1106091.375000 Penalty: 4500.962402
	Iteration 22Q: 3 clusters Score -1106091 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1106126.000000 Penalty: 4500.962402
	Iteration 23Q: 3 clusters Score -1106126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1106163.875000 Penalty: 4500.962402
	Iteration 24Q: 3 clusters Score -1106164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1106206.750000 Penalty: 4500.962402
	Iteration 25Q: 3 clusters Score -1106207 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1106251.125000 Penalty: 4500.962402
	Iteration 26Q: 3 clusters Score -1106251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1106304.250000 Penalty: 4500.962402
	Iteration 27Q: 3 clusters Score -1106304 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1106351.000000 Penalty: 4500.962402
	Iteration 28Q: 3 clusters Score -1106351 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1106399.875000 Penalty: 4500.962402
	Iteration 29Q: 3 clusters Score -1106400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1106449.125000 Penalty: 4500.962402
	Iteration 30Q: 3 clusters Score -1106449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1106504.875000 Penalty: 4500.962402
	Iteration 31Q: 3 clusters Score -1106505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1106570.625000 Penalty: 4500.962402
	Iteration 32Q: 3 clusters Score -1106571 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1106620.125000 Penalty: 4500.962402
	Iteration 33Q: 3 clusters Score -1106620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1106671.000000 Penalty: 4500.962402
	Iteration 34Q: 3 clusters Score -1106671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1106714.750000 Penalty: 4500.962402
	Iteration 35Q: 3 clusters Score -1106715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1106746.875000 Penalty: 4500.962402
	Iteration 36Q: 3 clusters Score -1106747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1106773.625000 Penalty: 4500.962402
	Iteration 37Q: 3 clusters Score -1106774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1106797.000000 Penalty: 4500.962402
	Iteration 38Q: 3 clusters Score -1106797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1106828.500000 Penalty: 4500.962402
	Iteration 39Q: 3 clusters Score -1106828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1106861.375000 Penalty: 4500.962402
	Iteration 40F: 3 clusters Score -1106861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1106894.625000 Penalty: 4500.962402
	Iteration 41Q: 3 clusters Score -1106895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1106921.250000 Penalty: 4500.962402
	Iteration 42Q: 3 clusters Score -1106921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1106950.125000 Penalty: 4500.962402
	Iteration 43Q: 3 clusters Score -1106950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1106976.500000 Penalty: 4500.962402
	Iteration 44Q: 3 clusters Score -1106976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1106998.500000 Penalty: 4500.962402
	Iteration 45Q: 3 clusters Score -1106998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1107015.875000 Penalty: 4500.962402
	Iteration 46Q: 3 clusters Score -1107016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1107027.875000 Penalty: 4500.962402
	Iteration 47Q: 3 clusters Score -1107028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1107044.625000 Penalty: 4500.962402
	Iteration 48Q: 3 clusters Score -1107045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1107057.750000 Penalty: 4500.962402
	Iteration 49Q: 3 clusters Score -1107058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1107072.250000 Penalty: 4500.962402
	Iteration 50Q: 3 clusters Score -1107072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1107082.125000 Penalty: 4500.962402
	Iteration 51Q: 3 clusters Score -1107082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1107097.375000 Penalty: 4500.962402
	Iteration 52Q: 3 clusters Score -1107097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1107106.375000 Penalty: 4500.962402
	Iteration 53Q: 3 clusters Score -1107106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1107115.125000 Penalty: 4500.962402
	Iteration 54Q: 3 clusters Score -1107115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1107125.625000 Penalty: 4500.962402
	Iteration 55Q: 3 clusters Score -1107126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1107141.000000 Penalty: 4500.962402
	Iteration 56Q: 3 clusters Score -1107141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1107155.375000 Penalty: 4500.962402
	Iteration 57Q: 3 clusters Score -1107155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1107166.125000 Penalty: 4500.962402
	Iteration 58Q: 3 clusters Score -1107166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1107180.375000 Penalty: 4500.962402
	Iteration 59Q: 3 clusters Score -1107180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1107198.125000 Penalty: 4500.962402
	Iteration 60F: 3 clusters Score -1107198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1107210.875000 Penalty: 4500.962402
	Iteration 61Q: 3 clusters Score -1107211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1107226.000000 Penalty: 4500.962402
	Iteration 62Q: 3 clusters Score -1107226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1107236.750000 Penalty: 4500.962402
	Iteration 63Q: 3 clusters Score -1107237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1107248.625000 Penalty: 4500.962402
	Iteration 64Q: 3 clusters Score -1107249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1107264.625000 Penalty: 4500.962402
	Iteration 65Q: 3 clusters Score -1107265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1107281.875000 Penalty: 4500.962402
	Iteration 66Q: 3 clusters Score -1107282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1107299.750000 Penalty: 4500.962402
	Iteration 67Q: 3 clusters Score -1107300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1107316.375000 Penalty: 4500.962402
	Iteration 68Q: 3 clusters Score -1107316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1107326.500000 Penalty: 4500.962402
	Iteration 69Q: 3 clusters Score -1107326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1107338.625000 Penalty: 4500.962402
	Iteration 70Q: 3 clusters Score -1107339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1107353.125000 Penalty: 4500.962402
	Iteration 71Q: 3 clusters Score -1107353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1107368.375000 Penalty: 4500.962402
	Iteration 72Q: 3 clusters Score -1107368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1107384.250000 Penalty: 4500.962402
	Iteration 73Q: 3 clusters Score -1107384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1107394.500000 Penalty: 4500.962402
	Iteration 74Q: 3 clusters Score -1107394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1107407.750000 Penalty: 4500.962402
	Iteration 75Q: 3 clusters Score -1107408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1107417.250000 Penalty: 4500.962402
	Iteration 76Q: 3 clusters Score -1107417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1107425.375000 Penalty: 4500.962402
	Iteration 77Q: 3 clusters Score -1107425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1107432.375000 Penalty: 4500.962402
	Iteration 78Q: 3 clusters Score -1107432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1107444.125000 Penalty: 4500.962402
	Iteration 79Q: 3 clusters Score -1107444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1107451.750000 Penalty: 4500.962402
	Iteration 80F: 3 clusters Score -1107452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1107457.250000 Penalty: 4500.962402
	Iteration 81Q: 3 clusters Score -1107457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1107464.125000 Penalty: 4500.962402
	Iteration 82Q: 3 clusters Score -1107464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1107469.875000 Penalty: 4500.962402
	Iteration 83Q: 3 clusters Score -1107470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1107481.625000 Penalty: 4500.962402
	Iteration 84Q: 3 clusters Score -1107482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1107487.000000 Penalty: 4500.962402
	Iteration 85Q: 3 clusters Score -1107487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1107493.000000 Penalty: 4500.962402
	Iteration 86Q: 3 clusters Score -1107493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1107499.000000 Penalty: 4500.962402
	Iteration 87Q: 3 clusters Score -1107499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1107508.250000 Penalty: 4500.962402
	Iteration 88Q: 3 clusters Score -1107508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1107518.250000 Penalty: 4500.962402
	Iteration 89Q: 3 clusters Score -1107518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1107526.625000 Penalty: 4500.962402
	Iteration 90Q: 3 clusters Score -1107527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1107531.875000 Penalty: 4500.962402
	Iteration 91Q: 3 clusters Score -1107532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1107539.125000 Penalty: 4500.962402
	Iteration 92Q: 3 clusters Score -1107539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1107548.875000 Penalty: 4500.962402
	Iteration 93Q: 3 clusters Score -1107549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1107554.625000 Penalty: 4500.962402
	Iteration 94Q: 3 clusters Score -1107555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1107559.500000 Penalty: 4500.962402
	Iteration 95Q: 3 clusters Score -1107560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1107563.125000 Penalty: 4500.962402
	Iteration 96Q: 3 clusters Score -1107563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1107565.750000 Penalty: 4500.962402
	Iteration 97Q: 3 clusters Score -1107566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1107564.875000 Penalty: 4500.962402
	Iteration 98Q: 3 clusters Score -1107565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1107568.875000 Penalty: 4500.962402
	Iteration 99Q: 3 clusters Score -1107569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1107576.250000 Penalty: 4500.962402
	Iteration 100F: 3 clusters Score -1107576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1107581.250000 Penalty: 4500.962402
	Iteration 101Q: 3 clusters Score -1107581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1107584.750000 Penalty: 4500.962402
	Iteration 102Q: 3 clusters Score -1107585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1107588.125000 Penalty: 4500.962402
	Iteration 103Q: 3 clusters Score -1107588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1107595.625000 Penalty: 4500.962402
	Iteration 104Q: 3 clusters Score -1107596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1107598.750000 Penalty: 4500.962402
	Iteration 105Q: 3 clusters Score -1107599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1107602.875000 Penalty: 4500.962402
	Iteration 106Q: 3 clusters Score -1107603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1107603.375000 Penalty: 4500.962402
	Iteration 107Q: 3 clusters Score -1107603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1107604.875000 Penalty: 4500.962402
	Iteration 108Q: 3 clusters Score -1107605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1107606.000000 Penalty: 4500.962402
	Iteration 109Q: 3 clusters Score -1107606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1107607.375000 Penalty: 4500.962402
	Iteration 110Q: 3 clusters Score -1107607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1107612.500000 Penalty: 4500.962402
	Iteration 111Q: 3 clusters Score -1107612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1107617.375000 Penalty: 4500.962402
	Iteration 112Q: 3 clusters Score -1107617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1107626.000000 Penalty: 4500.962402
	Iteration 113Q: 3 clusters Score -1107626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1107629.750000 Penalty: 4500.962402
	Iteration 114Q: 3 clusters Score -1107630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1107631.500000 Penalty: 4500.962402
	Iteration 115Q: 3 clusters Score -1107632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1107636.500000 Penalty: 4500.962402
	Iteration 116Q: 3 clusters Score -1107636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1107639.875000 Penalty: 4500.962402
	Iteration 117Q: 3 clusters Score -1107640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1107647.250000 Penalty: 4500.962402
	Iteration 118Q: 3 clusters Score -1107647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1107655.500000 Penalty: 4500.962402
	Iteration 119Q: 3 clusters Score -1107656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1107661.125000 Penalty: 4500.962402
	Iteration 120F: 3 clusters Score -1107661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1107668.625000 Penalty: 4500.962402
	Iteration 121Q: 3 clusters Score -1107669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1107673.500000 Penalty: 4500.962402
	Iteration 122Q: 3 clusters Score -1107674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1107677.000000 Penalty: 4500.962402
	Iteration 123Q: 3 clusters Score -1107677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1107680.000000 Penalty: 4500.962402
	Iteration 124Q: 3 clusters Score -1107680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1107683.625000 Penalty: 4500.962402
	Iteration 125Q: 3 clusters Score -1107684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1107684.500000 Penalty: 4500.962402
	Iteration 126Q: 3 clusters Score -1107684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1107684.000000 Penalty: 4500.962402
	Iteration 127Q: 3 clusters Score -1107684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1107684.500000 Penalty: 4500.962402
	Iteration 128Q: 3 clusters Score -1107684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1107686.000000 Penalty: 4500.962402
	Iteration 129Q: 3 clusters Score -1107686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1107688.500000 Penalty: 4500.962402
	Iteration 130Q: 3 clusters Score -1107688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1107691.750000 Penalty: 4500.962402
	Iteration 131Q: 3 clusters Score -1107692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1107698.500000 Penalty: 4500.962402
	Iteration 132Q: 3 clusters Score -1107698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1107705.000000 Penalty: 4500.962402
	Iteration 133Q: 3 clusters Score -1107705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1107715.625000 Penalty: 4500.962402
	Iteration 134Q: 3 clusters Score -1107716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1107722.000000 Penalty: 4500.962402
	Iteration 135Q: 3 clusters Score -1107722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
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Entering Unmasked Estep 
Score: -1107724.125000 Penalty: 4500.962402
	Iteration 136Q: 3 clusters Score -1107724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1107726.250000 Penalty: 4500.962402
	Iteration 137Q: 3 clusters Score -1107726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1107729.875000 Penalty: 4500.962402
	Iteration 138Q: 3 clusters Score -1107730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1107735.500000 Penalty: 4500.962402
	Iteration 139Q: 3 clusters Score -1107736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1107737.000000 Penalty: 4500.962402
	Iteration 140F: 3 clusters Score -1107737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1107740.500000 Penalty: 4500.962402
	Iteration 141Q: 3 clusters Score -1107740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1107740.750000 Penalty: 4500.962402
	Iteration 142Q: 3 clusters Score -1107741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1107740.750000 Penalty: 4500.962402
	Iteration 143Q: 3 clusters Score -1107741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1107740.750000 Penalty: 4500.962402
	Iteration 144F: 3 clusters Score -1107741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1442901.375000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1442901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1433872.250000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1433872 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1436831.125000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1436831 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1437309.625000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1437310 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1437722.500000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1437722 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1438111.375000 Penalty: 4666.755371
	Iteration 4F: 3 clusters Score -1438111 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1438581.250000 Penalty: 4666.755371
	Iteration 5Q: 3 clusters Score -1438581 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1439114.125000 Penalty: 4666.755371
	Iteration 6F: 3 clusters Score -1439114 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1439601.500000 Penalty: 4666.755371
	Iteration 7F: 3 clusters Score -1439602 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1440039.750000 Penalty: 4666.755371
	Iteration 8F: 3 clusters Score -1440040 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1440360.500000 Penalty: 4666.755371
	Iteration 9Q: 3 clusters Score -1440360 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1440614.250000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1440614 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1440816.625000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1440817 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1440981.125000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1440981 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1441161.625000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1441162 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1441327.000000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1441327 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1441456.250000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1441456 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1441538.625000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1441539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1441604.625000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1441605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1441638.750000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1441639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1441665.750000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1441666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1441686.375000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1441686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1441699.250000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1441699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1441708.250000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1441708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1441710.125000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1441710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1441713.375000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1441713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1441714.375000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1441714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1441718.500000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1441718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1441723.125000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1441723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1441727.500000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1441728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1441733.125000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1441733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1441738.375000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1441738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1441739.875000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1441740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1441741.500000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1441742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1441742.625000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1441743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1441741.625000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1441742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1441747.375000 Penalty: 4666.755371
	Iteration 35Q: 3 clusters Score -1441747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1441752.500000 Penalty: 4666.755371
	Iteration 36Q: 3 clusters Score -1441752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1441749.875000 Penalty: 4666.755371
	Iteration 37Q: 3 clusters Score -1441750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1441750.750000 Penalty: 4666.755371
	Iteration 38Q: 3 clusters Score -1441751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1441751.750000 Penalty: 4666.755371
	Iteration 39Q: 3 clusters Score -1441752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1441752.875000 Penalty: 4666.755371
	Iteration 40F: 3 clusters Score -1441753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1441753.750000 Penalty: 4666.755371
	Iteration 41Q: 3 clusters Score -1441754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1441752.750000 Penalty: 4666.755371
	Iteration 42Q: 3 clusters Score -1441753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1441753.125000 Penalty: 4666.755371
	Iteration 43Q: 3 clusters Score -1441753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1441753.125000 Penalty: 4666.755371
	Iteration 44F: 3 clusters Score -1441753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -179167.515625 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -179167.5 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 615 members 
Entering Unmasked Estep 
Score: -176976.140625 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -176976.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177284.343750 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -177284.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -177374.609375 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -177374.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -177410.000000 Penalty: 3568.812988
	Iteration 3Q: 3 clusters Score -177410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177440.453125 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -177440.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177475.781250 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -177475.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -177508.281250 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -177508.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -177523.093750 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -177523.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -177531.203125 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -177531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177541.343750 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -177541.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177548.484375 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -177548.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -177556.984375 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -177557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177561.359375 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -177561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -177564.046875 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -177564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -177565.921875 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -177565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -177567.468750 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -177567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -177568.843750 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -177568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -177571.843750 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -177571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -177574.375000 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -177574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177574.750000 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -177574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -177575.562500 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -177575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177576.250000 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -177576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -177576.750000 Penalty: 3568.812988
	Iteration 22Q: 3 clusters Score -177576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177577.531250 Penalty: 3568.812988
	Iteration 23Q: 3 clusters Score -177577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177577.531250 Penalty: 3568.812988
	Iteration 24F: 3 clusters Score -177577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Entering Unmasked Estep 
Score: -3974224.750000 Penalty: 2549.670654
	Iteration 0F: 2 clusters Score -3974225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3954157.000000 Penalty: 5099.341309
	Iteration 0F: 3 clusters Score -3954157 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3961247.250000 Penalty: 5099.341309
	Iteration 1F: 3 clusters Score -3961247 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3961680.500000 Penalty: 5099.341309
	Iteration 2Q: 3 clusters Score -3961680 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3962027.000000 Penalty: 5099.341309
	Iteration 3Q: 3 clusters Score -3962027 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3962260.750000 Penalty: 5099.341309
	Iteration 4Q: 3 clusters Score -3962261 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3962436.250000 Penalty: 5099.341309
	Iteration 5Q: 3 clusters Score -3962436 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3962619.000000 Penalty: 5099.341309
	Iteration 6Q: 3 clusters Score -3962619 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3962760.750000 Penalty: 5099.341309
	Iteration 7Q: 3 clusters Score -3962761 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3962922.250000 Penalty: 5099.341309
	Iteration 8Q: 3 clusters Score -3962922 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3963088.500000 Penalty: 5099.341309
	Iteration 9Q: 3 clusters Score -3963088 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3963255.750000 Penalty: 5099.341309
	Iteration 10Q: 3 clusters Score -3963256 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 12010 members 
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Mstep: Class 2 contains 11275 members 
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Mstep: Class 2 contains 5986 members 
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Mstep: Class 2 contains 5775 members 
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Mstep: Class 1 contains 24579 members 
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Mstep: Class 1 contains 25149 members 
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	Iteration 58Q: 3 clusters Score -3971888 nChanged 8
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	Iteration 59Q: 3 clusters Score -3971887 nChanged 11
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	Iteration 60F: 3 clusters Score -3971892 nChanged 16
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	Iteration 63Q: 3 clusters Score -3971912 nChanged 18
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	Iteration 64Q: 3 clusters Score -3971911 nChanged 16
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	Iteration 65Q: 3 clusters Score -3971920 nChanged 13
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	Iteration 67Q: 3 clusters Score -3971913 nChanged 12
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	Iteration 69Q: 3 clusters Score -3971919 nChanged 11
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	Iteration 70Q: 3 clusters Score -3971916 nChanged 16
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	Iteration 71Q: 3 clusters Score -3971921 nChanged 14
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	Iteration 72Q: 3 clusters Score -3971926 nChanged 12
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	Iteration 73Q: 3 clusters Score -3971926 nChanged 10
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	Iteration 74Q: 3 clusters Score -3971922 nChanged 12
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	Iteration 75Q: 3 clusters Score -3971929 nChanged 12
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	Iteration 76Q: 3 clusters Score -3971926 nChanged 13
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	Iteration 77Q: 3 clusters Score -3971923 nChanged 12
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	Iteration 78Q: 3 clusters Score -3971923 nChanged 21
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	Iteration 79Q: 3 clusters Score -3971928 nChanged 18
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	Iteration 80F: 3 clusters Score -3971940 nChanged 13
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	Iteration 81Q: 3 clusters Score -3971936 nChanged 10
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	Iteration 82Q: 3 clusters Score -3971938 nChanged 7
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	Iteration 83Q: 3 clusters Score -3971941 nChanged 7
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	Iteration 84Q: 3 clusters Score -3971945 nChanged 12
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	Iteration 85Q: 3 clusters Score -3971942 nChanged 12
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	Iteration 86Q: 3 clusters Score -3971950 nChanged 7
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	Iteration 87Q: 3 clusters Score -3971957 nChanged 10
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	Iteration 88Q: 3 clusters Score -3971957 nChanged 9
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	Iteration 89Q: 3 clusters Score -3971948 nChanged 9
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	Iteration 90Q: 3 clusters Score -3971950 nChanged 10
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	Iteration 91Q: 3 clusters Score -3971950 nChanged 12
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	Iteration 93Q: 3 clusters Score -3971950 nChanged 15
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	Iteration 94Q: 3 clusters Score -3971956 nChanged 16
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	Iteration 97Q: 3 clusters Score -3971952 nChanged 13
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	Iteration 98Q: 3 clusters Score -3971952 nChanged 18
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	Iteration 99Q: 3 clusters Score -3971951 nChanged 17
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	Iteration 101Q: 3 clusters Score -3971963 nChanged 10
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	Iteration 102Q: 3 clusters Score -3971963 nChanged 8
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	Iteration 103Q: 3 clusters Score -3971972 nChanged 10
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Entering Unmasked Estep 
Score: -3971970.250000 Penalty: 5099.341309
	Iteration 104Q: 3 clusters Score -3971970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3971970.250000 Penalty: 5099.341309
	Iteration 105Q: 3 clusters Score -3971970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3971974.500000 Penalty: 5099.341309
	Iteration 106Q: 3 clusters Score -3971974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3971980.750000 Penalty: 5099.341309
	Iteration 107Q: 3 clusters Score -3971981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3971975.750000 Penalty: 5099.341309
	Iteration 108Q: 3 clusters Score -3971976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3971972.750000 Penalty: 5099.341309
	Iteration 109Q: 3 clusters Score -3971973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3971977.000000 Penalty: 5099.341309
	Iteration 110Q: 3 clusters Score -3971977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3971978.750000 Penalty: 5099.341309
	Iteration 111Q: 3 clusters Score -3971979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3971981.750000 Penalty: 5099.341309
	Iteration 112Q: 3 clusters Score -3971982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3971978.500000 Penalty: 5099.341309
	Iteration 113Q: 3 clusters Score -3971978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3971979.500000 Penalty: 5099.341309
	Iteration 114Q: 3 clusters Score -3971980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3971979.500000 Penalty: 5099.341309
	Iteration 115Q: 3 clusters Score -3971980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3971984.000000 Penalty: 5099.341309
	Iteration 116Q: 3 clusters Score -3971984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3971984.000000 Penalty: 5099.341309
	Iteration 117F: 3 clusters Score -3971984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 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 286 members 
Entering Unmasked Estep 
Score: -67943.976562 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67943.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68191.703125 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68191.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68338.382812 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -68338.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68460.859375 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -68460.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68605.351562 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -68605.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68766.867188 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -68766.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68904.218750 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -68904.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69015.687500 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69015.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69098.375000 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69098.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69170.960938 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69170.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69240.414062 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69240.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69305.820312 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69305.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69408.085938 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69408.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69537.562500 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -69537.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69720.109375 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -69720.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69729.695312 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -69729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69746.257812 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -69746.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69755.617188 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -69755.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69755.617188 Penalty: 3153.489746
	Iteration 18F: 3 clusters Score -69755.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 137797 members 
Mstep: Class 13 contains 77723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165940 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 332 members 
Entering Unmasked Estep 
Score: -126425112.000000 Penalty: 92212.148438
Splitting cluster 6 changes total score from -126426776.000000 to -126425112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -240127.203125 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -240127.2 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 978 members 
Entering Unmasked Estep 
Score: -237573.484375 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -237573.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -238028.984375 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -238029 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238196.531250 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -238196.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -238350.734375 Penalty: 3751.347412
	Iteration 3F: 3 clusters Score -238350.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -238526.984375 Penalty: 3751.347412
	Iteration 4F: 3 clusters Score -238527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -238723.390625 Penalty: 3751.347412
	Iteration 5F: 3 clusters Score -238723.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -238934.890625 Penalty: 3751.347412
	Iteration 6F: 3 clusters Score -238934.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -239109.171875 Penalty: 3751.347412
	Iteration 7F: 3 clusters Score -239109.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -239243.421875 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -239243.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -239352.062500 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -239352.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -239467.750000 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -239467.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -239607.031250 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -239607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -239697.093750 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -239697.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -239755.593750 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -239755.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -239776.109375 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -239776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -239792.500000 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -239792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -239799.500000 Penalty: 3751.347412
	Iteration 16Q: 3 clusters Score -239799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -239800.250000 Penalty: 3751.347412
	Iteration 17Q: 3 clusters Score -239800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -239800.375000 Penalty: 3751.347412
	Iteration 18F: 3 clusters Score -239800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -239802.609375 Penalty: 3751.347412
	Iteration 19Q: 3 clusters Score -239802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -239804.406250 Penalty: 3751.347412
	Iteration 20F: 3 clusters Score -239804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -239804.890625 Penalty: 3751.347412
	Iteration 21Q: 3 clusters Score -239804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -239805.828125 Penalty: 3751.347412
	Iteration 22Q: 3 clusters Score -239805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -239806.656250 Penalty: 3751.347412
	Iteration 23Q: 3 clusters Score -239806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -239807.531250 Penalty: 3751.347412
	Iteration 24Q: 3 clusters Score -239807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239809.125000 Penalty: 3751.347412
	Iteration 25Q: 3 clusters Score -239809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239809.125000 Penalty: 3751.347412
	Iteration 26F: 3 clusters Score -239809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Entering Unmasked Estep 
Score: -5663248.000000 Penalty: 2637.519287
	Iteration 0F: 2 clusters Score -5663248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5634937.500000 Penalty: 5275.038574
	Iteration 0F: 3 clusters Score -5634938 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5645622.000000 Penalty: 5275.038574
	Iteration 1F: 3 clusters Score -5645622 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5646278.000000 Penalty: 5275.038574
	Iteration 2Q: 3 clusters Score -5646278 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5646948.500000 Penalty: 5275.038574
	Iteration 3Q: 3 clusters Score -5646948 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5647738.500000 Penalty: 5275.038574
	Iteration 4Q: 3 clusters Score -5647738 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5648722.500000 Penalty: 5275.038574
	Iteration 5Q: 3 clusters Score -5648722 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5649749.000000 Penalty: 5275.038574
	Iteration 6Q: 3 clusters Score -5649749 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5650978.000000 Penalty: 5275.038574
	Iteration 7F: 3 clusters Score -5650978 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5652404.500000 Penalty: 5275.038574
	Iteration 8F: 3 clusters Score -5652404 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5653786.000000 Penalty: 5275.038574
	Iteration 9F: 3 clusters Score -5653786 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5654926.500000 Penalty: 5275.038574
	Iteration 10F: 3 clusters Score -5654926 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5655668.500000 Penalty: 5275.038574
	Iteration 11Q: 3 clusters Score -5655668 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5655964.500000 Penalty: 5275.038574
	Iteration 12Q: 3 clusters Score -5655964 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5656078.500000 Penalty: 5275.038574
	Iteration 13Q: 3 clusters Score -5656078 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -5656183.500000 Penalty: 5275.038574
	Iteration 14Q: 3 clusters Score -5656184 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5656275.000000 Penalty: 5275.038574
	Iteration 15Q: 3 clusters Score -5656275 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -5656340.500000 Penalty: 5275.038574
	Iteration 16Q: 3 clusters Score -5656340 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5656387.000000 Penalty: 5275.038574
	Iteration 17Q: 3 clusters Score -5656387 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5656418.000000 Penalty: 5275.038574
	Iteration 18Q: 3 clusters Score -5656418 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5656444.500000 Penalty: 5275.038574
	Iteration 19Q: 3 clusters Score -5656444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -5656470.000000 Penalty: 5275.038574
	Iteration 20F: 3 clusters Score -5656470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5656502.500000 Penalty: 5275.038574
	Iteration 21Q: 3 clusters Score -5656502 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -5656555.000000 Penalty: 5275.038574
	Iteration 22Q: 3 clusters Score -5656555 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5656561.500000 Penalty: 5275.038574
	Iteration 23Q: 3 clusters Score -5656562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5656571.000000 Penalty: 5275.038574
	Iteration 24Q: 3 clusters Score -5656571 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -5656596.500000 Penalty: 5275.038574
	Iteration 25Q: 3 clusters Score -5656596 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5656616.500000 Penalty: 5275.038574
	Iteration 26Q: 3 clusters Score -5656616 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -5656651.500000 Penalty: 5275.038574
	Iteration 27Q: 3 clusters Score -5656652 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -5656676.000000 Penalty: 5275.038574
	Iteration 28Q: 3 clusters Score -5656676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5656699.500000 Penalty: 5275.038574
	Iteration 29Q: 3 clusters Score -5656700 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -5656722.000000 Penalty: 5275.038574
	Iteration 30Q: 3 clusters Score -5656722 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5656762.500000 Penalty: 5275.038574
	Iteration 31Q: 3 clusters Score -5656762 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5656829.500000 Penalty: 5275.038574
	Iteration 32Q: 3 clusters Score -5656830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5656865.500000 Penalty: 5275.038574
	Iteration 33Q: 3 clusters Score -5656866 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -5656918.500000 Penalty: 5275.038574
	Iteration 34Q: 3 clusters Score -5656918 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5656948.000000 Penalty: 5275.038574
	Iteration 35Q: 3 clusters Score -5656948 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -5656987.500000 Penalty: 5275.038574
	Iteration 36Q: 3 clusters Score -5656988 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -5657050.000000 Penalty: 5275.038574
	Iteration 37Q: 3 clusters Score -5657050 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -5657104.000000 Penalty: 5275.038574
	Iteration 38Q: 3 clusters Score -5657104 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -5657169.000000 Penalty: 5275.038574
	Iteration 39Q: 3 clusters Score -5657169 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -5657227.000000 Penalty: 5275.038574
	Iteration 40F: 3 clusters Score -5657227 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -5657290.500000 Penalty: 5275.038574
	Iteration 41Q: 3 clusters Score -5657290 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5657354.500000 Penalty: 5275.038574
	Iteration 42Q: 3 clusters Score -5657354 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -5657434.500000 Penalty: 5275.038574
	Iteration 43Q: 3 clusters Score -5657434 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -5657507.000000 Penalty: 5275.038574
	Iteration 44Q: 3 clusters Score -5657507 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5657581.500000 Penalty: 5275.038574
	Iteration 45Q: 3 clusters Score -5657582 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -5657687.500000 Penalty: 5275.038574
	Iteration 46Q: 3 clusters Score -5657688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -5657785.500000 Penalty: 5275.038574
	Iteration 47Q: 3 clusters Score -5657786 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -5657893.000000 Penalty: 5275.038574
	Iteration 48Q: 3 clusters Score -5657893 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5658010.000000 Penalty: 5275.038574
	Iteration 49Q: 3 clusters Score -5658010 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -5658161.500000 Penalty: 5275.038574
	Iteration 50Q: 3 clusters Score -5658162 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5658320.000000 Penalty: 5275.038574
	Iteration 51Q: 3 clusters Score -5658320 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5658472.500000 Penalty: 5275.038574
	Iteration 52Q: 3 clusters Score -5658472 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5658650.500000 Penalty: 5275.038574
	Iteration 53Q: 3 clusters Score -5658650 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -5658787.000000 Penalty: 5275.038574
	Iteration 54Q: 3 clusters Score -5658787 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5658943.500000 Penalty: 5275.038574
	Iteration 55Q: 3 clusters Score -5658944 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5659104.000000 Penalty: 5275.038574
	Iteration 56Q: 3 clusters Score -5659104 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5659306.500000 Penalty: 5275.038574
	Iteration 57Q: 3 clusters Score -5659306 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5659497.500000 Penalty: 5275.038574
	Iteration 58Q: 3 clusters Score -5659498 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5659682.500000 Penalty: 5275.038574
	Iteration 59Q: 3 clusters Score -5659682 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5659868.500000 Penalty: 5275.038574
	Iteration 60F: 3 clusters Score -5659868 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5660033.500000 Penalty: 5275.038574
	Iteration 61Q: 3 clusters Score -5660034 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5660146.000000 Penalty: 5275.038574
	Iteration 62Q: 3 clusters Score -5660146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5660271.500000 Penalty: 5275.038574
	Iteration 63Q: 3 clusters Score -5660272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5660355.500000 Penalty: 5275.038574
	Iteration 64Q: 3 clusters Score -5660356 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5660453.500000 Penalty: 5275.038574
	Iteration 65Q: 3 clusters Score -5660454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5660548.500000 Penalty: 5275.038574
	Iteration 66Q: 3 clusters Score -5660548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5660627.000000 Penalty: 5275.038574
	Iteration 67Q: 3 clusters Score -5660627 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5660684.000000 Penalty: 5275.038574
	Iteration 68Q: 3 clusters Score -5660684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5660722.000000 Penalty: 5275.038574
	Iteration 69Q: 3 clusters Score -5660722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5660761.000000 Penalty: 5275.038574
	Iteration 70Q: 3 clusters Score -5660761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5660781.500000 Penalty: 5275.038574
	Iteration 71Q: 3 clusters Score -5660782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5660820.500000 Penalty: 5275.038574
	Iteration 72Q: 3 clusters Score -5660820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5660840.500000 Penalty: 5275.038574
	Iteration 73Q: 3 clusters Score -5660840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5660874.500000 Penalty: 5275.038574
	Iteration 74Q: 3 clusters Score -5660874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5660908.500000 Penalty: 5275.038574
	Iteration 75Q: 3 clusters Score -5660908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5660920.500000 Penalty: 5275.038574
	Iteration 76Q: 3 clusters Score -5660920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5660938.500000 Penalty: 5275.038574
	Iteration 77Q: 3 clusters Score -5660938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5660950.500000 Penalty: 5275.038574
	Iteration 78Q: 3 clusters Score -5660950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5660981.500000 Penalty: 5275.038574
	Iteration 79Q: 3 clusters Score -5660982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5660985.500000 Penalty: 5275.038574
	Iteration 80F: 3 clusters Score -5660986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5660997.000000 Penalty: 5275.038574
	Iteration 81Q: 3 clusters Score -5660997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5660994.500000 Penalty: 5275.038574
	Iteration 82Q: 3 clusters Score -5660994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5660994.500000 Penalty: 5275.038574
	Iteration 83Q: 3 clusters Score -5660994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5660999.000000 Penalty: 5275.038574
	Iteration 84Q: 3 clusters Score -5660999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5660998.500000 Penalty: 5275.038574
	Iteration 85Q: 3 clusters Score -5660998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5661003.000000 Penalty: 5275.038574
	Iteration 86Q: 3 clusters Score -5661003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5661007.000000 Penalty: 5275.038574
	Iteration 87Q: 3 clusters Score -5661007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5661004.500000 Penalty: 5275.038574
	Iteration 88Q: 3 clusters Score -5661004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5661011.500000 Penalty: 5275.038574
	Iteration 89Q: 3 clusters Score -5661012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5661015.000000 Penalty: 5275.038574
	Iteration 90Q: 3 clusters Score -5661015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5661013.000000 Penalty: 5275.038574
	Iteration 91Q: 3 clusters Score -5661013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5661013.000000 Penalty: 5275.038574
	Iteration 92F: 3 clusters Score -5661013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -1127831.500000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1127832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1120999.875000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1121000 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1123301.500000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1123302 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1124013.500000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1124014 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1124665.250000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1124665 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1125196.250000 Penalty: 4502.210938
	Iteration 4F: 3 clusters Score -1125196 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1125674.250000 Penalty: 4502.210938
	Iteration 5F: 3 clusters Score -1125674 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1126008.500000 Penalty: 4502.210938
	Iteration 6F: 3 clusters Score -1126008 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1126207.375000 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -1126207 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1126332.000000 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -1126332 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1126419.875000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1126420 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1126483.000000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1126483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1126529.125000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1126529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1126558.500000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1126558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1126579.625000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1126580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1126591.000000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1126591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1126602.875000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1126603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1126614.500000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1126614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1126619.625000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1126620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1126624.000000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1126624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1126628.875000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1126629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1126630.500000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1126630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1126632.625000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1126633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1126631.000000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1126631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1126633.500000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1126634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1126635.125000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1126635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1126639.375000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1126639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1126641.250000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1126641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1126646.875000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1126647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1126649.750000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1126650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1126651.625000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1126652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1126657.625000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1126658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1126662.875000 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1126663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1126666.000000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1126666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1126664.500000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1126664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1126667.625000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1126668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1126671.250000 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1126671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1126671.375000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1126671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1126673.625000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1126674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1126675.375000 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1126675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1126680.375000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1126680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1126684.000000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1126684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1126688.500000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -1126688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1126689.125000 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -1126689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1126691.750000 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -1126692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1126698.250000 Penalty: 4502.210938
	Iteration 44Q: 3 clusters Score -1126698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1126697.750000 Penalty: 4502.210938
	Iteration 45Q: 3 clusters Score -1126698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1126698.500000 Penalty: 4502.210938
	Iteration 46Q: 3 clusters Score -1126698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1126698.500000 Penalty: 4502.210938
	Iteration 47Q: 3 clusters Score -1126698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1126697.875000 Penalty: 4502.210938
	Iteration 48Q: 3 clusters Score -1126698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1126701.125000 Penalty: 4502.210938
	Iteration 49Q: 3 clusters Score -1126701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1126700.125000 Penalty: 4502.210938
	Iteration 50Q: 3 clusters Score -1126700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1126701.250000 Penalty: 4502.210938
	Iteration 51Q: 3 clusters Score -1126701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1126704.375000 Penalty: 4502.210938
	Iteration 52Q: 3 clusters Score -1126704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1126706.375000 Penalty: 4502.210938
	Iteration 53Q: 3 clusters Score -1126706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1126705.000000 Penalty: 4502.210938
	Iteration 54Q: 3 clusters Score -1126705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1126707.375000 Penalty: 4502.210938
	Iteration 55Q: 3 clusters Score -1126707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1126707.500000 Penalty: 4502.210938
	Iteration 56Q: 3 clusters Score -1126708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1126707.500000 Penalty: 4502.210938
	Iteration 57F: 3 clusters Score -1126708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1676011.000000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1676011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1666504.625000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1666505 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1669574.375000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1669574 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1670128.125000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1670128 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1670664.875000 Penalty: 4696.090332
	Iteration 3F: 3 clusters Score -1670665 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1671197.625000 Penalty: 4696.090332
	Iteration 4F: 3 clusters Score -1671198 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1671735.250000 Penalty: 4696.090332
	Iteration 5F: 3 clusters Score -1671735 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1672284.625000 Penalty: 4696.090332
	Iteration 6F: 3 clusters Score -1672285 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1672825.625000 Penalty: 4696.090332
	Iteration 7F: 3 clusters Score -1672826 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1673279.250000 Penalty: 4696.090332
	Iteration 8F: 3 clusters Score -1673279 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1673662.375000 Penalty: 4696.090332
	Iteration 9Q: 3 clusters Score -1673662 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1673968.125000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1673968 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1674178.375000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1674178 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1674327.750000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1674328 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1674442.750000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1674443 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1674523.000000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1674523 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1674569.125000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1674569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1674604.625000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1674605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1674626.125000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1674626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1674645.625000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1674646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1674661.125000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1674661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1674669.250000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1674669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1674679.375000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1674679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1674684.500000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1674684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1674688.375000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1674688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1674690.000000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1674690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1674696.500000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1674696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1674700.375000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1674700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1674701.125000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1674701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1674703.250000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1674703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1674703.750000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -1674704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1674704.000000 Penalty: 4696.090332
	Iteration 30Q: 3 clusters Score -1674704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1674705.625000 Penalty: 4696.090332
	Iteration 31Q: 3 clusters Score -1674706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1674704.750000 Penalty: 4696.090332
	Iteration 32Q: 3 clusters Score -1674705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1674704.250000 Penalty: 4696.090332
	Iteration 33Q: 3 clusters Score -1674704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1674703.750000 Penalty: 4696.090332
	Iteration 34Q: 3 clusters Score -1674704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1674705.750000 Penalty: 4696.090332
	Iteration 35Q: 3 clusters Score -1674706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1674704.750000 Penalty: 4696.090332
	Iteration 36Q: 3 clusters Score -1674705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1674708.500000 Penalty: 4696.090332
	Iteration 37Q: 3 clusters Score -1674708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1674708.500000 Penalty: 4696.090332
	Iteration 38F: 3 clusters Score -1674708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Entering Unmasked Estep 
Score: -10301270.000000 Penalty: 2793.682373
	Iteration 0F: 2 clusters Score -1.030127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -10249169.000000 Penalty: 5587.364746
	Iteration 0F: 3 clusters Score -1.024917e+07 nChanged 36456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -10269865.000000 Penalty: 5587.364746
	Iteration 1F: 3 clusters Score -1.026986e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -10270820.000000 Penalty: 5587.364746
	Iteration 2Q: 3 clusters Score -1.027082e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -10272319.000000 Penalty: 5587.364746
	Iteration 3Q: 3 clusters Score -1.027232e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -10274798.000000 Penalty: 5587.364746
	Iteration 4F: 3 clusters Score -1.02748e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -10279126.000000 Penalty: 5587.364746
	Iteration 5F: 3 clusters Score -1.027913e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -10285156.000000 Penalty: 5587.364746
	Iteration 6F: 3 clusters Score -1.028516e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -10291462.000000 Penalty: 5587.364746
	Iteration 7F: 3 clusters Score -1.029146e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10295644.000000 Penalty: 5587.364746
	Iteration 8F: 3 clusters Score -1.029564e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10297608.000000 Penalty: 5587.364746
	Iteration 9Q: 3 clusters Score -1.029761e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10298325.000000 Penalty: 5587.364746
	Iteration 10Q: 3 clusters Score -1.029832e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10298592.000000 Penalty: 5587.364746
	Iteration 11Q: 3 clusters Score -1.029859e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10298690.000000 Penalty: 5587.364746
	Iteration 12Q: 3 clusters Score -1.029869e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10298748.000000 Penalty: 5587.364746
	Iteration 13Q: 3 clusters Score -1.029875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10298809.000000 Penalty: 5587.364746
	Iteration 14Q: 3 clusters Score -1.029881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10298818.000000 Penalty: 5587.364746
	Iteration 15Q: 3 clusters Score -1.029882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10298841.000000 Penalty: 5587.364746
	Iteration 16Q: 3 clusters Score -1.029884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10298856.000000 Penalty: 5587.364746
	Iteration 17Q: 3 clusters Score -1.029886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10298857.000000 Penalty: 5587.364746
	Iteration 18Q: 3 clusters Score -1.029886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10298859.000000 Penalty: 5587.364746
	Iteration 19Q: 3 clusters Score -1.029886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10298862.000000 Penalty: 5587.364746
	Iteration 20F: 3 clusters Score -1.029886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10298863.000000 Penalty: 5587.364746
	Iteration 21Q: 3 clusters Score -1.029886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10298858.000000 Penalty: 5587.364746
	Iteration 22Q: 3 clusters Score -1.029886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10298869.000000 Penalty: 5587.364746
	Iteration 23Q: 3 clusters Score -1.029887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10298870.000000 Penalty: 5587.364746
	Iteration 24Q: 3 clusters Score -1.029887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10298875.000000 Penalty: 5587.364746
	Iteration 25Q: 3 clusters Score -1.029888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10298883.000000 Penalty: 5587.364746
	Iteration 26Q: 3 clusters Score -1.029888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10298884.000000 Penalty: 5587.364746
	Iteration 27Q: 3 clusters Score -1.029888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10298884.000000 Penalty: 5587.364746
	Iteration 28F: 3 clusters Score -1.029888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (137797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Entering Unmasked Estep 
Score: -18610288.000000 Penalty: 2934.717285
	Iteration 0F: 2 clusters Score -1.861029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -18517762.000000 Penalty: 5869.434570
	Iteration 0F: 3 clusters Score -1.851776e+07 nChanged 65781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -18556128.000000 Penalty: 5869.434570
	Iteration 1F: 3 clusters Score -1.855613e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -18557200.000000 Penalty: 5869.434570
	Iteration 2Q: 3 clusters Score -1.85572e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -18558434.000000 Penalty: 5869.434570
	Iteration 3Q: 3 clusters Score -1.855843e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -18560548.000000 Penalty: 5869.434570
	Iteration 4Q: 3 clusters Score -1.856055e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -18563796.000000 Penalty: 5869.434570
	Iteration 5Q: 3 clusters Score -1.85638e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -18568584.000000 Penalty: 5869.434570
	Iteration 6F: 3 clusters Score -1.856858e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -18574558.000000 Penalty: 5869.434570
	Iteration 7F: 3 clusters Score -1.857456e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -18580902.000000 Penalty: 5869.434570
	Iteration 8F: 3 clusters Score -1.85809e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -18586246.000000 Penalty: 5869.434570
	Iteration 9F: 3 clusters Score -1.858625e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -18590078.000000 Penalty: 5869.434570
	Iteration 10F: 3 clusters Score -1.859008e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -18592072.000000 Penalty: 5869.434570
	Iteration 11Q: 3 clusters Score -1.859207e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -18592938.000000 Penalty: 5869.434570
	Iteration 12Q: 3 clusters Score -1.859294e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -18593300.000000 Penalty: 5869.434570
	Iteration 13Q: 3 clusters Score -1.85933e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -18593484.000000 Penalty: 5869.434570
	Iteration 14Q: 3 clusters Score -1.859348e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -18593704.000000 Penalty: 5869.434570
	Iteration 15Q: 3 clusters Score -1.85937e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -18593872.000000 Penalty: 5869.434570
	Iteration 16Q: 3 clusters Score -1.859387e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -18594146.000000 Penalty: 5869.434570
	Iteration 17Q: 3 clusters Score -1.859415e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -18594390.000000 Penalty: 5869.434570
	Iteration 18Q: 3 clusters Score -1.859439e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -18594684.000000 Penalty: 5869.434570
	Iteration 19Q: 3 clusters Score -1.859468e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -18594922.000000 Penalty: 5869.434570
	Iteration 20F: 3 clusters Score -1.859492e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -18595246.000000 Penalty: 5869.434570
	Iteration 21Q: 3 clusters Score -1.859525e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -18595590.000000 Penalty: 5869.434570
	Iteration 22Q: 3 clusters Score -1.859559e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -18595810.000000 Penalty: 5869.434570
	Iteration 23Q: 3 clusters Score -1.859581e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -18595960.000000 Penalty: 5869.434570
	Iteration 24Q: 3 clusters Score -1.859596e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -18596274.000000 Penalty: 5869.434570
	Iteration 25Q: 3 clusters Score -1.859627e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -18596474.000000 Penalty: 5869.434570
	Iteration 26Q: 3 clusters Score -1.859647e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -18596724.000000 Penalty: 5869.434570
	Iteration 27Q: 3 clusters Score -1.859672e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -18596876.000000 Penalty: 5869.434570
	Iteration 28Q: 3 clusters Score -1.859688e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -18597170.000000 Penalty: 5869.434570
	Iteration 29Q: 3 clusters Score -1.859717e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -18597574.000000 Penalty: 5869.434570
	Iteration 30Q: 3 clusters Score -1.859757e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -18597854.000000 Penalty: 5869.434570
	Iteration 31Q: 3 clusters Score -1.859785e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -18598306.000000 Penalty: 5869.434570
	Iteration 32Q: 3 clusters Score -1.859831e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -18598782.000000 Penalty: 5869.434570
	Iteration 33Q: 3 clusters Score -1.859878e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -18599202.000000 Penalty: 5869.434570
	Iteration 34Q: 3 clusters Score -1.85992e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -18599646.000000 Penalty: 5869.434570
	Iteration 35Q: 3 clusters Score -1.859965e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -18600200.000000 Penalty: 5869.434570
	Iteration 36Q: 3 clusters Score -1.86002e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -18600654.000000 Penalty: 5869.434570
	Iteration 37Q: 3 clusters Score -1.860065e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -18601080.000000 Penalty: 5869.434570
	Iteration 38Q: 3 clusters Score -1.860108e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -18601556.000000 Penalty: 5869.434570
	Iteration 39Q: 3 clusters Score -1.860156e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 118190 members 
Entering Unmasked Estep 
Score: -18602098.000000 Penalty: 5869.434570
	Iteration 40F: 3 clusters Score -1.86021e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -18602498.000000 Penalty: 5869.434570
	Iteration 41Q: 3 clusters Score -1.86025e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 121148 members 
Entering Unmasked Estep 
Score: -18602984.000000 Penalty: 5869.434570
	Iteration 42Q: 3 clusters Score -1.860298e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 122549 members 
Entering Unmasked Estep 
Score: -18603428.000000 Penalty: 5869.434570
	Iteration 43Q: 3 clusters Score -1.860343e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -18603750.000000 Penalty: 5869.434570
	Iteration 44Q: 3 clusters Score -1.860375e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 125045 members 
Entering Unmasked Estep 
Score: -18604134.000000 Penalty: 5869.434570
	Iteration 45Q: 3 clusters Score -1.860413e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
Score: -18604520.000000 Penalty: 5869.434570
	Iteration 46Q: 3 clusters Score -1.860452e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -18604872.000000 Penalty: 5869.434570
	Iteration 47Q: 3 clusters Score -1.860487e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 128200 members 
Entering Unmasked Estep 
Score: -18605098.000000 Penalty: 5869.434570
	Iteration 48Q: 3 clusters Score -1.86051e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -18605442.000000 Penalty: 5869.434570
	Iteration 49Q: 3 clusters Score -1.860544e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -18605664.000000 Penalty: 5869.434570
	Iteration 50Q: 3 clusters Score -1.860566e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -18605952.000000 Penalty: 5869.434570
	Iteration 51Q: 3 clusters Score -1.860595e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 131335 members 
Entering Unmasked Estep 
Score: -18606268.000000 Penalty: 5869.434570
	Iteration 52Q: 3 clusters Score -1.860627e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 131963 members 
Entering Unmasked Estep 
Score: -18606534.000000 Penalty: 5869.434570
	Iteration 53Q: 3 clusters Score -1.860653e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 132525 members 
Entering Unmasked Estep 
Score: -18606702.000000 Penalty: 5869.434570
	Iteration 54Q: 3 clusters Score -1.86067e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -18606856.000000 Penalty: 5869.434570
	Iteration 55Q: 3 clusters Score -1.860686e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 133355 members 
Entering Unmasked Estep 
Score: -18606998.000000 Penalty: 5869.434570
	Iteration 56Q: 3 clusters Score -1.8607e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -18607120.000000 Penalty: 5869.434570
	Iteration 57Q: 3 clusters Score -1.860712e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 133955 members 
Entering Unmasked Estep 
Score: -18607210.000000 Penalty: 5869.434570
	Iteration 58Q: 3 clusters Score -1.860721e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 134201 members 
Entering Unmasked Estep 
Score: -18607304.000000 Penalty: 5869.434570
	Iteration 59Q: 3 clusters Score -1.86073e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -18607376.000000 Penalty: 5869.434570
	Iteration 60F: 3 clusters Score -1.860738e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 134577 members 
Entering Unmasked Estep 
Score: -18607438.000000 Penalty: 5869.434570
	Iteration 61Q: 3 clusters Score -1.860744e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 134740 members 
Entering Unmasked Estep 
Score: -18607458.000000 Penalty: 5869.434570
	Iteration 62Q: 3 clusters Score -1.860746e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -18607536.000000 Penalty: 5869.434570
	Iteration 63Q: 3 clusters Score -1.860754e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -18607568.000000 Penalty: 5869.434570
	Iteration 64Q: 3 clusters Score -1.860757e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -18607630.000000 Penalty: 5869.434570
	Iteration 65Q: 3 clusters Score -1.860763e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 135158 members 
Entering Unmasked Estep 
Score: -18607630.000000 Penalty: 5869.434570
	Iteration 66Q: 3 clusters Score -1.860763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -18607658.000000 Penalty: 5869.434570
	Iteration 67Q: 3 clusters Score -1.860766e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 135286 members 
Entering Unmasked Estep 
Score: -18607688.000000 Penalty: 5869.434570
	Iteration 68Q: 3 clusters Score -1.860769e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 135353 members 
Entering Unmasked Estep 
Score: -18607676.000000 Penalty: 5869.434570
	Iteration 69Q: 3 clusters Score -1.860768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 135407 members 
Entering Unmasked Estep 
Score: -18607692.000000 Penalty: 5869.434570
	Iteration 70Q: 3 clusters Score -1.860769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -18607730.000000 Penalty: 5869.434570
	Iteration 71Q: 3 clusters Score -1.860773e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -18607732.000000 Penalty: 5869.434570
	Iteration 72Q: 3 clusters Score -1.860773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -18607746.000000 Penalty: 5869.434570
	Iteration 73Q: 3 clusters Score -1.860775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 135538 members 
Entering Unmasked Estep 
Score: -18607764.000000 Penalty: 5869.434570
	Iteration 74Q: 3 clusters Score -1.860776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -18607758.000000 Penalty: 5869.434570
	Iteration 75Q: 3 clusters Score -1.860776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 135574 members 
Entering Unmasked Estep 
Score: -18607762.000000 Penalty: 5869.434570
	Iteration 76Q: 3 clusters Score -1.860776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -18607768.000000 Penalty: 5869.434570
	Iteration 77Q: 3 clusters Score -1.860777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
Score: -18607762.000000 Penalty: 5869.434570
	Iteration 78Q: 3 clusters Score -1.860776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -18607776.000000 Penalty: 5869.434570
	Iteration 79Q: 3 clusters Score -1.860778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -18607782.000000 Penalty: 5869.434570
	Iteration 80F: 3 clusters Score -1.860778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -18607798.000000 Penalty: 5869.434570
	Iteration 81Q: 3 clusters Score -1.86078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -18607810.000000 Penalty: 5869.434570
	Iteration 82Q: 3 clusters Score -1.860781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 135703 members 
Entering Unmasked Estep 
Score: -18607810.000000 Penalty: 5869.434570
	Iteration 83Q: 3 clusters Score -1.860781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 135724 members 
Entering Unmasked Estep 
Score: -18607814.000000 Penalty: 5869.434570
	Iteration 84Q: 3 clusters Score -1.860781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -18607838.000000 Penalty: 5869.434570
	Iteration 85Q: 3 clusters Score -1.860784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 135763 members 
Entering Unmasked Estep 
Score: -18607832.000000 Penalty: 5869.434570
	Iteration 86Q: 3 clusters Score -1.860783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 135783 members 
Entering Unmasked Estep 
Score: -18607846.000000 Penalty: 5869.434570
	Iteration 87Q: 3 clusters Score -1.860785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -18607852.000000 Penalty: 5869.434570
	Iteration 88Q: 3 clusters Score -1.860785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 135823 members 
Entering Unmasked Estep 
Score: -18607860.000000 Penalty: 5869.434570
	Iteration 89Q: 3 clusters Score -1.860786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -18607856.000000 Penalty: 5869.434570
	Iteration 90Q: 3 clusters Score -1.860786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 135838 members 
Entering Unmasked Estep 
Score: -18607864.000000 Penalty: 5869.434570
	Iteration 91Q: 3 clusters Score -1.860786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 135843 members 
Entering Unmasked Estep 
Score: -18607854.000000 Penalty: 5869.434570
	Iteration 92Q: 3 clusters Score -1.860785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 135846 members 
Entering Unmasked Estep 
Score: -18607852.000000 Penalty: 5869.434570
	Iteration 93Q: 3 clusters Score -1.860785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -18607848.000000 Penalty: 5869.434570
	Iteration 94Q: 3 clusters Score -1.860785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 135852 members 
Entering Unmasked Estep 
Score: -18607852.000000 Penalty: 5869.434570
	Iteration 95Q: 3 clusters Score -1.860785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -18607858.000000 Penalty: 5869.434570
	Iteration 96Q: 3 clusters Score -1.860786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 135855 members 
Entering Unmasked Estep 
Score: -18607864.000000 Penalty: 5869.434570
	Iteration 97Q: 3 clusters Score -1.860786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -18607880.000000 Penalty: 5869.434570
	Iteration 98Q: 3 clusters Score -1.860788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -18607878.000000 Penalty: 5869.434570
	Iteration 99Q: 3 clusters Score -1.860788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -18607880.000000 Penalty: 5869.434570
	Iteration 100F: 3 clusters Score -1.860788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Entering Unmasked Estep 
Score: -10566347.000000 Penalty: 2792.704834
	Iteration 0F: 2 clusters Score -1.056635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -10514412.000000 Penalty: 5585.409668
	Iteration 0F: 3 clusters Score -1.051441e+07 nChanged 36406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -10535670.000000 Penalty: 5585.409668
	Iteration 1F: 3 clusters Score -1.053567e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -10536872.000000 Penalty: 5585.409668
	Iteration 2Q: 3 clusters Score -1.053687e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -10538319.000000 Penalty: 5585.409668
	Iteration 3Q: 3 clusters Score -1.053832e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -10540263.000000 Penalty: 5585.409668
	Iteration 4Q: 3 clusters Score -1.054026e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -10543081.000000 Penalty: 5585.409668
	Iteration 5F: 3 clusters Score -1.054308e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -10546766.000000 Penalty: 5585.409668
	Iteration 6F: 3 clusters Score -1.054677e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -10550564.000000 Penalty: 5585.409668
	Iteration 7F: 3 clusters Score -1.055056e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -10553564.000000 Penalty: 5585.409668
	Iteration 8F: 3 clusters Score -1.055356e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -10555606.000000 Penalty: 5585.409668
	Iteration 9Q: 3 clusters Score -1.055561e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -10557255.000000 Penalty: 5585.409668
	Iteration 10Q: 3 clusters Score -1.055726e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -10559005.000000 Penalty: 5585.409668
	Iteration 11Q: 3 clusters Score -1.0559e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -10560705.000000 Penalty: 5585.409668
	Iteration 12Q: 3 clusters Score -1.05607e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -10562065.000000 Penalty: 5585.409668
	Iteration 13Q: 3 clusters Score -1.056206e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -10562887.000000 Penalty: 5585.409668
	Iteration 14Q: 3 clusters Score -1.056289e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -10563344.000000 Penalty: 5585.409668
	Iteration 15Q: 3 clusters Score -1.056334e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -10563552.000000 Penalty: 5585.409668
	Iteration 16Q: 3 clusters Score -1.056355e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -10563596.000000 Penalty: 5585.409668
	Iteration 17Q: 3 clusters Score -1.05636e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -10563653.000000 Penalty: 5585.409668
	Iteration 18Q: 3 clusters Score -1.056365e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -10563658.000000 Penalty: 5585.409668
	Iteration 19Q: 3 clusters Score -1.056366e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -10563669.000000 Penalty: 5585.409668
	Iteration 20F: 3 clusters Score -1.056367e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -10563721.000000 Penalty: 5585.409668
	Iteration 21Q: 3 clusters Score -1.056372e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -10563720.000000 Penalty: 5585.409668
	Iteration 22Q: 3 clusters Score -1.056372e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -10563749.000000 Penalty: 5585.409668
	Iteration 23Q: 3 clusters Score -1.056375e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -10563746.000000 Penalty: 5585.409668
	Iteration 24Q: 3 clusters Score -1.056375e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -10563725.000000 Penalty: 5585.409668
	Iteration 25Q: 3 clusters Score -1.056372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -10563745.000000 Penalty: 5585.409668
	Iteration 26Q: 3 clusters Score -1.056374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -10563758.000000 Penalty: 5585.409668
	Iteration 27Q: 3 clusters Score -1.056376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -10563753.000000 Penalty: 5585.409668
	Iteration 28Q: 3 clusters Score -1.056375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -10563753.000000 Penalty: 5585.409668
	Iteration 29Q: 3 clusters Score -1.056375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -10563754.000000 Penalty: 5585.409668
	Iteration 30Q: 3 clusters Score -1.056375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -10563751.000000 Penalty: 5585.409668
	Iteration 31Q: 3 clusters Score -1.056375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -10563753.000000 Penalty: 5585.409668
	Iteration 32Q: 3 clusters Score -1.056375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -10563756.000000 Penalty: 5585.409668
	Iteration 33Q: 3 clusters Score -1.056376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -10563762.000000 Penalty: 5585.409668
	Iteration 34Q: 3 clusters Score -1.056376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -10563745.000000 Penalty: 5585.409668
	Iteration 35Q: 3 clusters Score -1.056374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -10563756.000000 Penalty: 5585.409668
	Iteration 36Q: 3 clusters Score -1.056376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -10563749.000000 Penalty: 5585.409668
	Iteration 37Q: 3 clusters Score -1.056375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -10563743.000000 Penalty: 5585.409668
	Iteration 38Q: 3 clusters Score -1.056374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -10563741.000000 Penalty: 5585.409668
	Iteration 39Q: 3 clusters Score -1.056374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -10563745.000000 Penalty: 5585.409668
	Iteration 40F: 3 clusters Score -1.056374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -10563751.000000 Penalty: 5585.409668
	Iteration 41Q: 3 clusters Score -1.056375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -10563746.000000 Penalty: 5585.409668
	Iteration 42Q: 3 clusters Score -1.056375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -10563746.000000 Penalty: 5585.409668
	Iteration 43F: 3 clusters Score -1.056375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 226 members 
Entering Unmasked Estep 
Score: -50270.347656 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50270.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50441.292969 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50441.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50509.128906 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -50509.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50556.531250 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50556.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50599.808594 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50599.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50624.238281 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50624.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50668.035156 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50668.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50732.234375 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -50732.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50763.210938 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -50763.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50786.894531 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -50786.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50818.164062 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -50818.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50871.773438 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -50871.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50908.507812 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -50908.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50936.824219 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -50936.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50967.882812 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -50967.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51016.878906 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -51016.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51028.941406 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -51028.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51038.207031 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -51038.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51064.042969 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -51064.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51087.542969 Penalty: 3005.324951
	Iteration 19Q: 3 clusters Score -51087.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51094.085938 Penalty: 3005.324951
	Iteration 20F: 3 clusters Score -51094.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51108.164062 Penalty: 3005.324951
	Iteration 21Q: 3 clusters Score -51108.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51117.332031 Penalty: 3005.324951
	Iteration 22Q: 3 clusters Score -51117.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51119.652344 Penalty: 3005.324951
	Iteration 23Q: 3 clusters Score -51119.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51119.652344 Penalty: 3005.324951
	Iteration 24F: 3 clusters Score -51119.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 145 members 
Entering Unmasked Estep 
Score: -31161.908203 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31161.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31351.525391 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31351.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31401.925781 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31401.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31427.816406 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31427.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31454.134766 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31454.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31468.101562 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31475.179688 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -31475.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31477.925781 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -31477.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31477.925781 Penalty: 2805.372070
	Iteration 8F: 3 clusters Score -31477.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Entering Unmasked Estep 
Score: -1156907.750000 Penalty: 2256.015381
	Iteration 0F: 2 clusters Score -1156908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1149974.125000 Penalty: 4512.030762
	Iteration 0F: 3 clusters Score -1149974 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1152102.625000 Penalty: 4512.030762
	Iteration 1F: 3 clusters Score -1152103 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1152665.500000 Penalty: 4512.030762
	Iteration 2F: 3 clusters Score -1152666 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1153110.875000 Penalty: 4512.030762
	Iteration 3F: 3 clusters Score -1153111 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1153474.875000 Penalty: 4512.030762
	Iteration 4F: 3 clusters Score -1153475 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1153777.000000 Penalty: 4512.030762
	Iteration 5F: 3 clusters Score -1153777 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1154076.750000 Penalty: 4512.030762
	Iteration 6Q: 3 clusters Score -1154077 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1154348.125000 Penalty: 4512.030762
	Iteration 7Q: 3 clusters Score -1154348 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1154593.375000 Penalty: 4512.030762
	Iteration 8Q: 3 clusters Score -1154593 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1154817.875000 Penalty: 4512.030762
	Iteration 9Q: 3 clusters Score -1154818 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1154984.000000 Penalty: 4512.030762
	Iteration 10Q: 3 clusters Score -1154984 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1155117.000000 Penalty: 4512.030762
	Iteration 11Q: 3 clusters Score -1155117 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1155217.000000 Penalty: 4512.030762
	Iteration 12Q: 3 clusters Score -1155217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1155299.500000 Penalty: 4512.030762
	Iteration 13Q: 3 clusters Score -1155300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1155369.625000 Penalty: 4512.030762
	Iteration 14Q: 3 clusters Score -1155370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1155427.375000 Penalty: 4512.030762
	Iteration 15Q: 3 clusters Score -1155427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1155465.750000 Penalty: 4512.030762
	Iteration 16Q: 3 clusters Score -1155466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1155500.125000 Penalty: 4512.030762
	Iteration 17Q: 3 clusters Score -1155500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1155532.750000 Penalty: 4512.030762
	Iteration 18Q: 3 clusters Score -1155533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1155566.375000 Penalty: 4512.030762
	Iteration 19Q: 3 clusters Score -1155566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1155590.750000 Penalty: 4512.030762
	Iteration 20F: 3 clusters Score -1155591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1155609.875000 Penalty: 4512.030762
	Iteration 21Q: 3 clusters Score -1155610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1155637.250000 Penalty: 4512.030762
	Iteration 22Q: 3 clusters Score -1155637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1155655.000000 Penalty: 4512.030762
	Iteration 23Q: 3 clusters Score -1155655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1155667.875000 Penalty: 4512.030762
	Iteration 24Q: 3 clusters Score -1155668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1155676.625000 Penalty: 4512.030762
	Iteration 25Q: 3 clusters Score -1155677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1155684.250000 Penalty: 4512.030762
	Iteration 26Q: 3 clusters Score -1155684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1155691.125000 Penalty: 4512.030762
	Iteration 27Q: 3 clusters Score -1155691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1155693.250000 Penalty: 4512.030762
	Iteration 28Q: 3 clusters Score -1155693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1155700.000000 Penalty: 4512.030762
	Iteration 29Q: 3 clusters Score -1155700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1155705.375000 Penalty: 4512.030762
	Iteration 30Q: 3 clusters Score -1155705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1155703.875000 Penalty: 4512.030762
	Iteration 31Q: 3 clusters Score -1155704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1155705.500000 Penalty: 4512.030762
	Iteration 32Q: 3 clusters Score -1155706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1155706.875000 Penalty: 4512.030762
	Iteration 33Q: 3 clusters Score -1155707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1155707.625000 Penalty: 4512.030762
	Iteration 34Q: 3 clusters Score -1155708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1155710.750000 Penalty: 4512.030762
	Iteration 35Q: 3 clusters Score -1155711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1155713.875000 Penalty: 4512.030762
	Iteration 36Q: 3 clusters Score -1155714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1155713.875000 Penalty: 4512.030762
	Iteration 37F: 3 clusters Score -1155714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -48534.046875 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -48534.05 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 247 members 
Entering Unmasked Estep 
Score: -47125.421875 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -47125.42 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47359.128906 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -47359.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47439.707031 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -47439.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47493.664062 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -47493.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47555.285156 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -47555.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47720.269531 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -47720.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47904.546875 Penalty: 3087.380859
	Iteration 6F: 3 clusters Score -47904.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48260.843750 Penalty: 3087.380859
	Iteration 7F: 3 clusters Score -48260.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48653.972656 Penalty: 3087.380859
	Iteration 8F: 3 clusters Score -48653.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48783.152344 Penalty: 3087.380859
	Iteration 9F: 3 clusters Score -48783.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -48849.800781 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -48849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -48860.179688 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -48860.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -48860.179688 Penalty: 3087.380859
	Iteration 12F: 3 clusters Score -48860.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 137797 members 
Mstep: Class 13 contains 77723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 18 contains 165940 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 75 members 
Entering Unmasked Estep 
Score: -126425192.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126426776.000000 to -126425192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (165940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165940 members 
Entering Unmasked Estep 
Score: -22480040.000000 Penalty: 2980.806641
	Iteration 0F: 2 clusters Score -2.248004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -22373480.000000 Penalty: 5961.613281
	Iteration 0F: 3 clusters Score -2.237348e+07 nChanged 79433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -22420274.000000 Penalty: 5961.613281
	Iteration 1F: 3 clusters Score -2.242027e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -22422440.000000 Penalty: 5961.613281
	Iteration 2Q: 3 clusters Score -2.242244e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -22426420.000000 Penalty: 5961.613281
	Iteration 3Q: 3 clusters Score -2.242642e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
Score: -22433270.000000 Penalty: 5961.613281
	Iteration 4F: 3 clusters Score -2.243327e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -22444052.000000 Penalty: 5961.613281
	Iteration 5F: 3 clusters Score -2.244405e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 141820 members 
Entering Unmasked Estep 
Score: -22456124.000000 Penalty: 5961.613281
	Iteration 6F: 3 clusters Score -2.245612e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 152681 members 
Entering Unmasked Estep 
Score: -22466374.000000 Penalty: 5961.613281
	Iteration 7F: 3 clusters Score -2.246637e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -22472452.000000 Penalty: 5961.613281
	Iteration 8Q: 3 clusters Score -2.247245e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 161997 members 
Entering Unmasked Estep 
Score: -22475106.000000 Penalty: 5961.613281
	Iteration 9Q: 3 clusters Score -2.247511e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 163280 members 
Entering Unmasked Estep 
Score: -22476226.000000 Penalty: 5961.613281
	Iteration 10Q: 3 clusters Score -2.247623e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -22476838.000000 Penalty: 5961.613281
	Iteration 11Q: 3 clusters Score -2.247684e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -22477200.000000 Penalty: 5961.613281
	Iteration 12Q: 3 clusters Score -2.24772e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -22477438.000000 Penalty: 5961.613281
	Iteration 13Q: 3 clusters Score -2.247744e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -22477620.000000 Penalty: 5961.613281
	Iteration 14Q: 3 clusters Score -2.247762e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -22477752.000000 Penalty: 5961.613281
	Iteration 15Q: 3 clusters Score -2.247775e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -22477850.000000 Penalty: 5961.613281
	Iteration 16Q: 3 clusters Score -2.247785e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -22477866.000000 Penalty: 5961.613281
	Iteration 17Q: 3 clusters Score -2.247787e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 164303 members 
Entering Unmasked Estep 
Score: -22477888.000000 Penalty: 5961.613281
	Iteration 18Q: 3 clusters Score -2.247789e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -22477910.000000 Penalty: 5961.613281
	Iteration 19Q: 3 clusters Score -2.247791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -22477918.000000 Penalty: 5961.613281
	Iteration 20F: 3 clusters Score -2.247792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 164243 members 
Entering Unmasked Estep 
Score: -22477930.000000 Penalty: 5961.613281
	Iteration 21Q: 3 clusters Score -2.247793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 164211 members 
Entering Unmasked Estep 
Score: -22477956.000000 Penalty: 5961.613281
	Iteration 22Q: 3 clusters Score -2.247796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -22477938.000000 Penalty: 5961.613281
	Iteration 23Q: 3 clusters Score -2.247794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 164167 members 
Entering Unmasked Estep 
Score: -22477962.000000 Penalty: 5961.613281
	Iteration 24Q: 3 clusters Score -2.247796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -22477994.000000 Penalty: 5961.613281
	Iteration 25Q: 3 clusters Score -2.247799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -22478014.000000 Penalty: 5961.613281
	Iteration 26Q: 3 clusters Score -2.247801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 164121 members 
Entering Unmasked Estep 
Score: -22478004.000000 Penalty: 5961.613281
	Iteration 27Q: 3 clusters Score -2.2478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -22478016.000000 Penalty: 5961.613281
	Iteration 28Q: 3 clusters Score -2.247802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -22478010.000000 Penalty: 5961.613281
	Iteration 29Q: 3 clusters Score -2.247801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -22477984.000000 Penalty: 5961.613281
	Iteration 30Q: 3 clusters Score -2.247798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -22477998.000000 Penalty: 5961.613281
	Iteration 31Q: 3 clusters Score -2.2478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -22478020.000000 Penalty: 5961.613281
	Iteration 32Q: 3 clusters Score -2.247802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -22478044.000000 Penalty: 5961.613281
	Iteration 33Q: 3 clusters Score -2.247804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -22478048.000000 Penalty: 5961.613281
	Iteration 34Q: 3 clusters Score -2.247805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -22478062.000000 Penalty: 5961.613281
	Iteration 35Q: 3 clusters Score -2.247806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -22478056.000000 Penalty: 5961.613281
	Iteration 36Q: 3 clusters Score -2.247806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -22478058.000000 Penalty: 5961.613281
	Iteration 37Q: 3 clusters Score -2.247806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -22478062.000000 Penalty: 5961.613281
	Iteration 38Q: 3 clusters Score -2.247806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -22478066.000000 Penalty: 5961.613281
	Iteration 39Q: 3 clusters Score -2.247807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 164065 members 
Entering Unmasked Estep 
Score: -22478080.000000 Penalty: 5961.613281
	Iteration 40F: 3 clusters Score -2.247808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 164062 members 
Entering Unmasked Estep 
Score: -22478072.000000 Penalty: 5961.613281
	Iteration 41Q: 3 clusters Score -2.247807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -22478068.000000 Penalty: 5961.613281
	Iteration 42Q: 3 clusters Score -2.247807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 164054 members 
Entering Unmasked Estep 
Score: -22478082.000000 Penalty: 5961.613281
	Iteration 43Q: 3 clusters Score -2.247808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -22478086.000000 Penalty: 5961.613281
	Iteration 44Q: 3 clusters Score -2.247809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 164052 members 
Entering Unmasked Estep 
Score: -22478076.000000 Penalty: 5961.613281
	Iteration 45Q: 3 clusters Score -2.247808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -22478082.000000 Penalty: 5961.613281
	Iteration 46Q: 3 clusters Score -2.247808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -22478084.000000 Penalty: 5961.613281
	Iteration 47Q: 3 clusters Score -2.247808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 164052 members 
Entering Unmasked Estep 
Score: -22478100.000000 Penalty: 5961.613281
	Iteration 48Q: 3 clusters Score -2.24781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -22478104.000000 Penalty: 5961.613281
	Iteration 49Q: 3 clusters Score -2.24781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -22478104.000000 Penalty: 5961.613281
	Iteration 50Q: 3 clusters Score -2.24781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -22478104.000000 Penalty: 5961.613281
	Iteration 51F: 3 clusters Score -2.24781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -53842.023438 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -53842.02 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 202 members 
Entering Unmasked Estep 
Score: -52400.734375 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -52400.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52518.660156 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -52518.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52579.433594 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -52579.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52607.210938 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -52607.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52616.531250 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -52616.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52616.531250 Penalty: 2999.496582
	Iteration 5F: 3 clusters Score -52616.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31775.048828 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31775.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32018.718750 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32018.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32370.089844 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32370.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32738.208984 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -32738.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33182.621094 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -33182.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -33261.292969 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -33261.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -33290.000000 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -33290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -33293.523438 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -33293.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -33293.523438 Penalty: 2827.420166
	Iteration 8F: 3 clusters Score -33293.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 137797 members 
Mstep: Class 13 contains 77723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165940 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 62 members 
Entering Unmasked Estep 
Score: -126425040.000000 Penalty: 92212.148438
Splitting cluster 20 changes total score from -126426776.000000 to -126425040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Entering Unmasked Estep 
Score: -22314478.000000 Penalty: 2978.260254
	Iteration 0F: 2 clusters Score -2.231448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -22206826.000000 Penalty: 5956.520508
	Iteration 0F: 3 clusters Score -2.220683e+07 nChanged 78451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -22252828.000000 Penalty: 5956.520508
	Iteration 1F: 3 clusters Score -2.225283e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -22253900.000000 Penalty: 5956.520508
	Iteration 2Q: 3 clusters Score -2.22539e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -22255464.000000 Penalty: 5956.520508
	Iteration 3Q: 3 clusters Score -2.225546e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -22257960.000000 Penalty: 5956.520508
	Iteration 4Q: 3 clusters Score -2.225796e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -22261516.000000 Penalty: 5956.520508
	Iteration 5Q: 3 clusters Score -2.226152e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -22267410.000000 Penalty: 5956.520508
	Iteration 6F: 3 clusters Score -2.226741e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -22276008.000000 Penalty: 5956.520508
	Iteration 7F: 3 clusters Score -2.227601e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -22285502.000000 Penalty: 5956.520508
	Iteration 8F: 3 clusters Score -2.22855e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -22292990.000000 Penalty: 5956.520508
	Iteration 9F: 3 clusters Score -2.229299e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
Score: -22296612.000000 Penalty: 5956.520508
	Iteration 10Q: 3 clusters Score -2.229661e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -22298254.000000 Penalty: 5956.520508
	Iteration 11Q: 3 clusters Score -2.229825e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -22299150.000000 Penalty: 5956.520508
	Iteration 12Q: 3 clusters Score -2.229915e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
Score: -22299902.000000 Penalty: 5956.520508
	Iteration 13Q: 3 clusters Score -2.22999e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 130130 members 
Entering Unmasked Estep 
Score: -22300762.000000 Penalty: 5956.520508
	Iteration 14Q: 3 clusters Score -2.230076e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -22301950.000000 Penalty: 5956.520508
	Iteration 15Q: 3 clusters Score -2.230195e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -22302796.000000 Penalty: 5956.520508
	Iteration 16Q: 3 clusters Score -2.23028e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -22303956.000000 Penalty: 5956.520508
	Iteration 17Q: 3 clusters Score -2.230396e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 144241 members 
Entering Unmasked Estep 
Score: -22304892.000000 Penalty: 5956.520508
	Iteration 18Q: 3 clusters Score -2.230489e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -22306010.000000 Penalty: 5956.520508
	Iteration 19Q: 3 clusters Score -2.230601e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 150381 members 
Entering Unmasked Estep 
Score: -22306970.000000 Penalty: 5956.520508
	Iteration 20F: 3 clusters Score -2.230697e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -22307944.000000 Penalty: 5956.520508
	Iteration 21Q: 3 clusters Score -2.230794e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -22308956.000000 Penalty: 5956.520508
	Iteration 22Q: 3 clusters Score -2.230896e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -22309680.000000 Penalty: 5956.520508
	Iteration 23Q: 3 clusters Score -2.230968e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -22310370.000000 Penalty: 5956.520508
	Iteration 24Q: 3 clusters Score -2.231037e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 160442 members 
Entering Unmasked Estep 
Score: -22310830.000000 Penalty: 5956.520508
	Iteration 25Q: 3 clusters Score -2.231083e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -22311190.000000 Penalty: 5956.520508
	Iteration 26Q: 3 clusters Score -2.231119e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 162162 members 
Entering Unmasked Estep 
Score: -22311392.000000 Penalty: 5956.520508
	Iteration 27Q: 3 clusters Score -2.231139e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -22311620.000000 Penalty: 5956.520508
	Iteration 28Q: 3 clusters Score -2.231162e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 163065 members 
Entering Unmasked Estep 
Score: -22311736.000000 Penalty: 5956.520508
	Iteration 29Q: 3 clusters Score -2.231174e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -22311784.000000 Penalty: 5956.520508
	Iteration 30Q: 3 clusters Score -2.231178e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 163474 members 
Entering Unmasked Estep 
Score: -22311814.000000 Penalty: 5956.520508
	Iteration 31Q: 3 clusters Score -2.231181e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 163584 members 
Entering Unmasked Estep 
Score: -22311900.000000 Penalty: 5956.520508
	Iteration 32Q: 3 clusters Score -2.23119e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -22311898.000000 Penalty: 5956.520508
	Iteration 33Q: 3 clusters Score -2.23119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 163711 members 
Entering Unmasked Estep 
Score: -22311952.000000 Penalty: 5956.520508
	Iteration 34Q: 3 clusters Score -2.231195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -22311966.000000 Penalty: 5956.520508
	Iteration 35Q: 3 clusters Score -2.231197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -22311954.000000 Penalty: 5956.520508
	Iteration 36Q: 3 clusters Score -2.231195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -22311962.000000 Penalty: 5956.520508
	Iteration 37Q: 3 clusters Score -2.231196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -22311984.000000 Penalty: 5956.520508
	Iteration 38Q: 3 clusters Score -2.231198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 163815 members 
Entering Unmasked Estep 
Score: -22311988.000000 Penalty: 5956.520508
	Iteration 39Q: 3 clusters Score -2.231199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -22311996.000000 Penalty: 5956.520508
	Iteration 40F: 3 clusters Score -2.2312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -22311996.000000 Penalty: 5956.520508
	Iteration 41Q: 3 clusters Score -2.2312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -22312014.000000 Penalty: 5956.520508
	Iteration 42Q: 3 clusters Score -2.231201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 163835 members 
Entering Unmasked Estep 
Score: -22312008.000000 Penalty: 5956.520508
	Iteration 43Q: 3 clusters Score -2.231201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -22312008.000000 Penalty: 5956.520508
	Iteration 44Q: 3 clusters Score -2.231201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -22312012.000000 Penalty: 5956.520508
	Iteration 45Q: 3 clusters Score -2.231201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -22312014.000000 Penalty: 5956.520508
	Iteration 46Q: 3 clusters Score -2.231201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 163845 members 
Entering Unmasked Estep 
Score: -22311998.000000 Penalty: 5956.520508
	Iteration 47Q: 3 clusters Score -2.2312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -22312000.000000 Penalty: 5956.520508
	Iteration 48Q: 3 clusters Score -2.2312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -22312008.000000 Penalty: 5956.520508
	Iteration 49Q: 3 clusters Score -2.231201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -22312008.000000 Penalty: 5956.520508
	Iteration 50F: 3 clusters Score -2.231201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Entering Unmasked Estep 
Score: -4046966.500000 Penalty: 2565.558838
	Iteration 0F: 2 clusters Score -4046966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4025788.500000 Penalty: 5131.117676
	Iteration 0F: 3 clusters Score -4025788 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4033590.750000 Penalty: 5131.117676
	Iteration 1F: 3 clusters Score -4033591 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4034390.250000 Penalty: 5131.117676
	Iteration 2F: 3 clusters Score -4034390 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4035359.000000 Penalty: 5131.117676
	Iteration 3F: 3 clusters Score -4035359 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4036458.750000 Penalty: 5131.117676
	Iteration 4F: 3 clusters Score -4036459 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4037715.250000 Penalty: 5131.117676
	Iteration 5F: 3 clusters Score -4037715 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4038933.750000 Penalty: 5131.117676
	Iteration 6F: 3 clusters Score -4038934 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4039947.250000 Penalty: 5131.117676
	Iteration 7F: 3 clusters Score -4039947 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4040730.500000 Penalty: 5131.117676
	Iteration 8Q: 3 clusters Score -4040730 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4041328.000000 Penalty: 5131.117676
	Iteration 9Q: 3 clusters Score -4041328 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4041890.500000 Penalty: 5131.117676
	Iteration 10Q: 3 clusters Score -4041890 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4042579.750000 Penalty: 5131.117676
	Iteration 11Q: 3 clusters Score -4042580 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4043273.250000 Penalty: 5131.117676
	Iteration 12Q: 3 clusters Score -4043273 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4043816.750000 Penalty: 5131.117676
	Iteration 13Q: 3 clusters Score -4043817 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4044224.750000 Penalty: 5131.117676
	Iteration 14Q: 3 clusters Score -4044225 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4044546.750000 Penalty: 5131.117676
	Iteration 15Q: 3 clusters Score -4044547 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4044791.250000 Penalty: 5131.117676
	Iteration 16Q: 3 clusters Score -4044791 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4044965.250000 Penalty: 5131.117676
	Iteration 17Q: 3 clusters Score -4044965 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4045098.000000 Penalty: 5131.117676
	Iteration 18Q: 3 clusters Score -4045098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4045213.250000 Penalty: 5131.117676
	Iteration 19Q: 3 clusters Score -4045213 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4045319.750000 Penalty: 5131.117676
	Iteration 20F: 3 clusters Score -4045320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4045393.500000 Penalty: 5131.117676
	Iteration 21Q: 3 clusters Score -4045394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4045463.500000 Penalty: 5131.117676
	Iteration 22Q: 3 clusters Score -4045464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4045526.500000 Penalty: 5131.117676
	Iteration 23Q: 3 clusters Score -4045526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4045574.500000 Penalty: 5131.117676
	Iteration 24Q: 3 clusters Score -4045574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4045628.750000 Penalty: 5131.117676
	Iteration 25Q: 3 clusters Score -4045629 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4045680.250000 Penalty: 5131.117676
	Iteration 26Q: 3 clusters Score -4045680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4045722.000000 Penalty: 5131.117676
	Iteration 27Q: 3 clusters Score -4045722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4045752.500000 Penalty: 5131.117676
	Iteration 28Q: 3 clusters Score -4045752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4045786.000000 Penalty: 5131.117676
	Iteration 29Q: 3 clusters Score -4045786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4045803.750000 Penalty: 5131.117676
	Iteration 30Q: 3 clusters Score -4045804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4045837.750000 Penalty: 5131.117676
	Iteration 31Q: 3 clusters Score -4045838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4045842.000000 Penalty: 5131.117676
	Iteration 32Q: 3 clusters Score -4045842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4045848.250000 Penalty: 5131.117676
	Iteration 33Q: 3 clusters Score -4045848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4045858.000000 Penalty: 5131.117676
	Iteration 34Q: 3 clusters Score -4045858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4045853.500000 Penalty: 5131.117676
	Iteration 35Q: 3 clusters Score -4045854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4045864.000000 Penalty: 5131.117676
	Iteration 36Q: 3 clusters Score -4045864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4045878.500000 Penalty: 5131.117676
	Iteration 37Q: 3 clusters Score -4045878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4045888.500000 Penalty: 5131.117676
	Iteration 38Q: 3 clusters Score -4045888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4045902.250000 Penalty: 5131.117676
	Iteration 39Q: 3 clusters Score -4045902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4045909.000000 Penalty: 5131.117676
	Iteration 40F: 3 clusters Score -4045909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4045908.750000 Penalty: 5131.117676
	Iteration 41Q: 3 clusters Score -4045909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4045913.250000 Penalty: 5131.117676
	Iteration 42Q: 3 clusters Score -4045913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4045908.250000 Penalty: 5131.117676
	Iteration 43Q: 3 clusters Score -4045908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4045922.250000 Penalty: 5131.117676
	Iteration 44Q: 3 clusters Score -4045922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4045924.250000 Penalty: 5131.117676
	Iteration 45Q: 3 clusters Score -4045924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4045928.500000 Penalty: 5131.117676
	Iteration 46Q: 3 clusters Score -4045928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4045930.750000 Penalty: 5131.117676
	Iteration 47Q: 3 clusters Score -4045931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4045933.750000 Penalty: 5131.117676
	Iteration 48Q: 3 clusters Score -4045934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4045942.250000 Penalty: 5131.117676
	Iteration 49Q: 3 clusters Score -4045942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4045936.250000 Penalty: 5131.117676
	Iteration 50Q: 3 clusters Score -4045936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4045941.000000 Penalty: 5131.117676
	Iteration 51Q: 3 clusters Score -4045941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4045941.250000 Penalty: 5131.117676
	Iteration 52Q: 3 clusters Score -4045941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4045941.500000 Penalty: 5131.117676
	Iteration 53Q: 3 clusters Score -4045942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4045941.500000 Penalty: 5131.117676
	Iteration 54F: 3 clusters Score -4045942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Entering Unmasked Estep 
Score: -23010128.000000 Penalty: 2987.050781
	Iteration 0F: 2 clusters Score -2.301013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -22898138.000000 Penalty: 5974.101562
	Iteration 0F: 3 clusters Score -2.289814e+07 nChanged 81519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -22945360.000000 Penalty: 5974.101562
	Iteration 1F: 3 clusters Score -2.294536e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -22946460.000000 Penalty: 5974.101562
	Iteration 2Q: 3 clusters Score -2.294646e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 88201 members 
Entering Unmasked Estep 
Score: -22947888.000000 Penalty: 5974.101562
	Iteration 3Q: 3 clusters Score -2.294789e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -22950214.000000 Penalty: 5974.101562
	Iteration 4Q: 3 clusters Score -2.295021e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -22953576.000000 Penalty: 5974.101562
	Iteration 5Q: 3 clusters Score -2.295358e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 98761 members 
Entering Unmasked Estep 
Score: -22958746.000000 Penalty: 5974.101562
	Iteration 6F: 3 clusters Score -2.295875e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -22965736.000000 Penalty: 5974.101562
	Iteration 7F: 3 clusters Score -2.296574e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
Score: -22974670.000000 Penalty: 5974.101562
	Iteration 8F: 3 clusters Score -2.297467e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -22984948.000000 Penalty: 5974.101562
	Iteration 9F: 3 clusters Score -2.298495e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 128577 members 
Entering Unmasked Estep 
Score: -22993454.000000 Penalty: 5974.101562
	Iteration 10F: 3 clusters Score -2.299345e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -22998062.000000 Penalty: 5974.101562
	Iteration 11Q: 3 clusters Score -2.299806e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 137247 members 
Entering Unmasked Estep 
Score: -23000598.000000 Penalty: 5974.101562
	Iteration 12Q: 3 clusters Score -2.30006e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -23002184.000000 Penalty: 5974.101562
	Iteration 13Q: 3 clusters Score -2.300218e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 143561 members 
Entering Unmasked Estep 
Score: -23003192.000000 Penalty: 5974.101562
	Iteration 14Q: 3 clusters Score -2.300319e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -23004238.000000 Penalty: 5974.101562
	Iteration 15Q: 3 clusters Score -2.300424e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -23005034.000000 Penalty: 5974.101562
	Iteration 16Q: 3 clusters Score -2.300503e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -23005674.000000 Penalty: 5974.101562
	Iteration 17Q: 3 clusters Score -2.300567e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -23006132.000000 Penalty: 5974.101562
	Iteration 18Q: 3 clusters Score -2.300613e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -23006566.000000 Penalty: 5974.101562
	Iteration 19Q: 3 clusters Score -2.300657e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -23007004.000000 Penalty: 5974.101562
	Iteration 20F: 3 clusters Score -2.3007e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -23007348.000000 Penalty: 5974.101562
	Iteration 21Q: 3 clusters Score -2.300735e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -23007560.000000 Penalty: 5974.101562
	Iteration 22Q: 3 clusters Score -2.300756e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -23007714.000000 Penalty: 5974.101562
	Iteration 23Q: 3 clusters Score -2.300771e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -23007844.000000 Penalty: 5974.101562
	Iteration 24Q: 3 clusters Score -2.300784e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 162700 members 
Entering Unmasked Estep 
Score: -23007962.000000 Penalty: 5974.101562
	Iteration 25Q: 3 clusters Score -2.300796e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -23008014.000000 Penalty: 5974.101562
	Iteration 26Q: 3 clusters Score -2.300801e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 164166 members 
Entering Unmasked Estep 
Score: -23008068.000000 Penalty: 5974.101562
	Iteration 27Q: 3 clusters Score -2.300807e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -23008068.000000 Penalty: 5974.101562
	Iteration 28Q: 3 clusters Score -2.300807e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -23008156.000000 Penalty: 5974.101562
	Iteration 29Q: 3 clusters Score -2.300816e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -23008184.000000 Penalty: 5974.101562
	Iteration 30Q: 3 clusters Score -2.300818e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -23008186.000000 Penalty: 5974.101562
	Iteration 31Q: 3 clusters Score -2.300819e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -23008214.000000 Penalty: 5974.101562
	Iteration 32Q: 3 clusters Score -2.300821e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -23008282.000000 Penalty: 5974.101562
	Iteration 33Q: 3 clusters Score -2.300828e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 166837 members 
Entering Unmasked Estep 
Score: -23008306.000000 Penalty: 5974.101562
	Iteration 34Q: 3 clusters Score -2.300831e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -23008366.000000 Penalty: 5974.101562
	Iteration 35Q: 3 clusters Score -2.300837e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 167165 members 
Entering Unmasked Estep 
Score: -23008396.000000 Penalty: 5974.101562
	Iteration 36Q: 3 clusters Score -2.30084e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 167300 members 
Entering Unmasked Estep 
Score: -23008376.000000 Penalty: 5974.101562
	Iteration 37Q: 3 clusters Score -2.300838e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -23008334.000000 Penalty: 5974.101562
	Iteration 38Q: 3 clusters Score -2.300833e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 167538 members 
Entering Unmasked Estep 
Score: -23008382.000000 Penalty: 5974.101562
	Iteration 39Q: 3 clusters Score -2.300838e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -23008406.000000 Penalty: 5974.101562
	Iteration 40F: 3 clusters Score -2.300841e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 167727 members 
Entering Unmasked Estep 
Score: -23008384.000000 Penalty: 5974.101562
	Iteration 41Q: 3 clusters Score -2.300838e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -23008378.000000 Penalty: 5974.101562
	Iteration 42Q: 3 clusters Score -2.300838e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -23008378.000000 Penalty: 5974.101562
	Iteration 43Q: 3 clusters Score -2.300838e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -23008376.000000 Penalty: 5974.101562
	Iteration 44Q: 3 clusters Score -2.300838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 167991 members 
Entering Unmasked Estep 
Score: -23008378.000000 Penalty: 5974.101562
	Iteration 45Q: 3 clusters Score -2.300838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 168031 members 
Entering Unmasked Estep 
Score: -23008366.000000 Penalty: 5974.101562
	Iteration 46Q: 3 clusters Score -2.300837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -23008364.000000 Penalty: 5974.101562
	Iteration 47Q: 3 clusters Score -2.300836e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -23008358.000000 Penalty: 5974.101562
	Iteration 48Q: 3 clusters Score -2.300836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 168139 members 
Entering Unmasked Estep 
Score: -23008314.000000 Penalty: 5974.101562
	Iteration 49Q: 3 clusters Score -2.300831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -23008318.000000 Penalty: 5974.101562
	Iteration 50Q: 3 clusters Score -2.300832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -23008324.000000 Penalty: 5974.101562
	Iteration 51Q: 3 clusters Score -2.300832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -23008330.000000 Penalty: 5974.101562
	Iteration 52Q: 3 clusters Score -2.300833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 168251 members 
Entering Unmasked Estep 
Score: -23008354.000000 Penalty: 5974.101562
	Iteration 53Q: 3 clusters Score -2.300835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 168273 members 
Entering Unmasked Estep 
Score: -23008326.000000 Penalty: 5974.101562
	Iteration 54Q: 3 clusters Score -2.300833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 168296 members 
Entering Unmasked Estep 
Score: -23008326.000000 Penalty: 5974.101562
	Iteration 55Q: 3 clusters Score -2.300833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -23008314.000000 Penalty: 5974.101562
	Iteration 56Q: 3 clusters Score -2.300831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -23008338.000000 Penalty: 5974.101562
	Iteration 57Q: 3 clusters Score -2.300834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -23008342.000000 Penalty: 5974.101562
	Iteration 58Q: 3 clusters Score -2.300834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 168375 members 
Entering Unmasked Estep 
Score: -23008340.000000 Penalty: 5974.101562
	Iteration 59Q: 3 clusters Score -2.300834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -23008328.000000 Penalty: 5974.101562
	Iteration 60F: 3 clusters Score -2.300833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -23008306.000000 Penalty: 5974.101562
	Iteration 61Q: 3 clusters Score -2.300831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 168398 members 
Entering Unmasked Estep 
Score: -23008312.000000 Penalty: 5974.101562
	Iteration 62Q: 3 clusters Score -2.300831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -23008296.000000 Penalty: 5974.101562
	Iteration 63Q: 3 clusters Score -2.30083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 168411 members 
Entering Unmasked Estep 
Score: -23008288.000000 Penalty: 5974.101562
	Iteration 64Q: 3 clusters Score -2.300829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 168415 members 
Entering Unmasked Estep 
Score: -23008292.000000 Penalty: 5974.101562
	Iteration 65Q: 3 clusters Score -2.300829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -23008294.000000 Penalty: 5974.101562
	Iteration 66Q: 3 clusters Score -2.300829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 168419 members 
Entering Unmasked Estep 
Score: -23008284.000000 Penalty: 5974.101562
	Iteration 67Q: 3 clusters Score -2.300828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -23008298.000000 Penalty: 5974.101562
	Iteration 68Q: 3 clusters Score -2.30083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -23008296.000000 Penalty: 5974.101562
	Iteration 69Q: 3 clusters Score -2.30083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -23008290.000000 Penalty: 5974.101562
	Iteration 70Q: 3 clusters Score -2.300829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -23008282.000000 Penalty: 5974.101562
	Iteration 71Q: 3 clusters Score -2.300828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 168427 members 
Entering Unmasked Estep 
Score: -23008294.000000 Penalty: 5974.101562
	Iteration 72Q: 3 clusters Score -2.300829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 168427 members 
Entering Unmasked Estep 
Score: -23008308.000000 Penalty: 5974.101562
	Iteration 73Q: 3 clusters Score -2.300831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -23008300.000000 Penalty: 5974.101562
	Iteration 74Q: 3 clusters Score -2.30083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -23008300.000000 Penalty: 5974.101562
	Iteration 75F: 3 clusters Score -2.30083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -331705.625000 Penalty: 1936.866821
	Iteration 0F: 2 clusters Score -331705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -328800.281250 Penalty: 3873.733643
	Iteration 0F: 3 clusters Score -328800.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -329332.250000 Penalty: 3873.733643
	Iteration 1F: 3 clusters Score -329332.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329489.343750 Penalty: 3873.733643
	Iteration 2F: 3 clusters Score -329489.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -329569.281250 Penalty: 3873.733643
	Iteration 3Q: 3 clusters Score -329569.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -329610.968750 Penalty: 3873.733643
	Iteration 4Q: 3 clusters Score -329611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -329639.687500 Penalty: 3873.733643
	Iteration 5Q: 3 clusters Score -329639.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -329655.593750 Penalty: 3873.733643
	Iteration 6Q: 3 clusters Score -329655.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -329676.437500 Penalty: 3873.733643
	Iteration 7Q: 3 clusters Score -329676.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -329697.218750 Penalty: 3873.733643
	Iteration 8Q: 3 clusters Score -329697.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -329710.875000 Penalty: 3873.733643
	Iteration 9Q: 3 clusters Score -329710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329720.312500 Penalty: 3873.733643
	Iteration 10Q: 3 clusters Score -329720.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -329727.156250 Penalty: 3873.733643
	Iteration 11Q: 3 clusters Score -329727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -329737.250000 Penalty: 3873.733643
	Iteration 12Q: 3 clusters Score -329737.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -329745.812500 Penalty: 3873.733643
	Iteration 13Q: 3 clusters Score -329745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -329749.937500 Penalty: 3873.733643
	Iteration 14Q: 3 clusters Score -329749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -329755.281250 Penalty: 3873.733643
	Iteration 15Q: 3 clusters Score -329755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -329759.156250 Penalty: 3873.733643
	Iteration 16Q: 3 clusters Score -329759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -329760.187500 Penalty: 3873.733643
	Iteration 17Q: 3 clusters Score -329760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -329762.968750 Penalty: 3873.733643
	Iteration 18Q: 3 clusters Score -329763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -329769.062500 Penalty: 3873.733643
	Iteration 19Q: 3 clusters Score -329769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -329773.937500 Penalty: 3873.733643
	Iteration 20F: 3 clusters Score -329773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -329779.718750 Penalty: 3873.733643
	Iteration 21Q: 3 clusters Score -329779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -329784.468750 Penalty: 3873.733643
	Iteration 22Q: 3 clusters Score -329784.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -329788.531250 Penalty: 3873.733643
	Iteration 23Q: 3 clusters Score -329788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -329792.562500 Penalty: 3873.733643
	Iteration 24Q: 3 clusters Score -329792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -329795.187500 Penalty: 3873.733643
	Iteration 25Q: 3 clusters Score -329795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -329795.125000 Penalty: 3873.733643
	Iteration 26Q: 3 clusters Score -329795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -329796.093750 Penalty: 3873.733643
	Iteration 27Q: 3 clusters Score -329796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -329796.093750 Penalty: 3873.733643
	Iteration 28F: 3 clusters Score -329796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 246 members 
Entering Unmasked Estep 
Score: -50886.851562 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50886.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51174.921875 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51174.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51381.460938 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51381.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51526.226562 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51526.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51651.921875 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -51651.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51784.519531 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51784.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52042.734375 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52042.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52120.789062 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52120.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52155.867188 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52155.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52175.257812 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52175.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52197.117188 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52197.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52215.695312 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52238.652344 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52238.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52248.492188 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -52248.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52252.167969 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -52252.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52255.039062 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -52255.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52265.332031 Penalty: 3080.457520
	Iteration 16F: 3 clusters Score -52265.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52346.035156 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -52346.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52386.250000 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -52386.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52388.281250 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -52388.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52392.542969 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -52392.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52399.472656 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -52399.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52399.472656 Penalty: 3080.457520
	Iteration 22F: 3 clusters Score -52399.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 137797 members 
Mstep: Class 13 contains 77723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165940 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 174 members 
Entering Unmasked Estep 
Score: -126424976.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126426776.000000 to -126424976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 120 members 
Entering Unmasked Estep 
Score: -24276.382812 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24276.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24425.410156 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24425.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24483.865234 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -24483.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24527.492188 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24527.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24545.224609 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24545.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24561.968750 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -24561.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24568.947266 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -24568.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24583.558594 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -24583.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24605.710938 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -24605.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24611.677734 Penalty: 2722.513184
	Iteration 9Q: 3 clusters Score -24611.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24616.353516 Penalty: 2722.513184
	Iteration 10Q: 3 clusters Score -24616.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24616.353516 Penalty: 2722.513184
	Iteration 11F: 3 clusters Score -24616.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29171 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 137797 members 
Mstep: Class 13 contains 77723 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165940 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426736.000000 Penalty: 88796.882812
Iteration 399Q: 27 clusters Score -1.264267e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8729 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29190 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 41572 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 78036 members 
Mstep: Class 12 contains 137914 members 
Mstep: Class 13 contains 77733 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165933 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164130 members 
Mstep: Class 22 contains 31163 members 
Mstep: Class 23 contains 170140 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426832.000000 Penalty: 88796.882812
Iteration 400F: 27 clusters Score -1.264268e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8729 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29206 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 41572 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 78050 members 
Mstep: Class 12 contains 138027 members 
Mstep: Class 13 contains 77752 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165918 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 164043 members 
Mstep: Class 22 contains 31215 members 
Mstep: Class 23 contains 170086 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126426944.000000 Penalty: 88796.882812
Iteration 401Q: 27 clusters Score -1.264269e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8731 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29218 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41574 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 78052 members 
Mstep: Class 12 contains 138147 members 
Mstep: Class 13 contains 77771 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165916 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163957 members 
Mstep: Class 22 contains 31272 members 
Mstep: Class 23 contains 170027 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427088.000000 Penalty: 88796.882812
Iteration 402Q: 27 clusters Score -1.264271e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 12185 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29237 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 41569 members 
Mstep: Class 9 contains 8737 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 78055 members 
Mstep: Class 12 contains 138269 members 
Mstep: Class 13 contains 77785 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 165963 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163839 members 
Mstep: Class 22 contains 31320 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427248.000000 Penalty: 88796.882812
Iteration 403Q: 27 clusters Score -1.264272e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29242 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 41572 members 
Mstep: Class 9 contains 8736 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 78041 members 
Mstep: Class 12 contains 138402 members 
Mstep: Class 13 contains 77790 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165973 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163754 members 
Mstep: Class 22 contains 31410 members 
Mstep: Class 23 contains 169908 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427272.000000 Penalty: 88796.882812
Iteration 404Q: 27 clusters Score -1.264273e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29252 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 41576 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 78037 members 
Mstep: Class 12 contains 138526 members 
Mstep: Class 13 contains 77795 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8534 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165978 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163647 members 
Mstep: Class 22 contains 31551 members 
Mstep: Class 23 contains 169873 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427168.000000 Penalty: 88796.882812
Iteration 405Q: 27 clusters Score -1.264272e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29257 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 41584 members 
Mstep: Class 9 contains 8730 members 
Mstep: Class 10 contains 12878 members 
Mstep: Class 11 contains 78039 members 
Mstep: Class 12 contains 138642 members 
Mstep: Class 13 contains 77805 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165988 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163563 members 
Mstep: Class 22 contains 31697 members 
Mstep: Class 23 contains 169812 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427512.000000 Penalty: 88796.882812
Iteration 406Q: 27 clusters Score -1.264275e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12111 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29268 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41590 members 
Mstep: Class 9 contains 8725 members 
Mstep: Class 10 contains 12855 members 
Mstep: Class 11 contains 78041 members 
Mstep: Class 12 contains 138753 members 
Mstep: Class 13 contains 77810 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166001 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163495 members 
Mstep: Class 22 contains 31863 members 
Mstep: Class 23 contains 169740 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427608.000000 Penalty: 88796.882812
Iteration 407Q: 27 clusters Score -1.264276e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29285 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41591 members 
Mstep: Class 9 contains 8721 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 78027 members 
Mstep: Class 12 contains 138879 members 
Mstep: Class 13 contains 77817 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8234 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166015 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163392 members 
Mstep: Class 22 contains 31984 members 
Mstep: Class 23 contains 169706 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427808.000000 Penalty: 88796.882812
Iteration 408Q: 27 clusters Score -1.264278e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12086 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29295 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41590 members 
Mstep: Class 9 contains 8716 members 
Mstep: Class 10 contains 12783 members 
Mstep: Class 11 contains 78020 members 
Mstep: Class 12 contains 139037 members 
Mstep: Class 13 contains 77825 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8181 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166010 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163253 members 
Mstep: Class 22 contains 32067 members 
Mstep: Class 23 contains 169687 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427840.000000 Penalty: 88796.882812
Iteration 409Q: 27 clusters Score -1.264278e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41599 members 
Mstep: Class 9 contains 8713 members 
Mstep: Class 10 contains 12763 members 
Mstep: Class 11 contains 77998 members 
Mstep: Class 12 contains 139184 members 
Mstep: Class 13 contains 77822 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8146 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166036 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 163089 members 
Mstep: Class 22 contains 32121 members 
Mstep: Class 23 contains 169679 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427728.000000 Penalty: 88796.882812
Iteration 410Q: 27 clusters Score -1.264277e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29307 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41602 members 
Mstep: Class 9 contains 8706 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 77994 members 
Mstep: Class 12 contains 139334 members 
Mstep: Class 13 contains 77836 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8133 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166074 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 162883 members 
Mstep: Class 22 contains 32154 members 
Mstep: Class 23 contains 169682 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427776.000000 Penalty: 88796.882812
Iteration 411Q: 27 clusters Score -1.264278e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8735 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29312 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41607 members 
Mstep: Class 9 contains 8701 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 77978 members 
Mstep: Class 12 contains 139478 members 
Mstep: Class 13 contains 77856 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 162698 members 
Mstep: Class 22 contains 32189 members 
Mstep: Class 23 contains 169690 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427720.000000 Penalty: 88796.882812
Iteration 412Q: 27 clusters Score -1.264277e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8735 members 
Mstep: Class 3 contains 12098 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29318 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41614 members 
Mstep: Class 9 contains 8692 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 77984 members 
Mstep: Class 12 contains 139623 members 
Mstep: Class 13 contains 77875 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8114 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166117 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 162501 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 169703 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427408.000000 Penalty: 88796.882812
Iteration 413Q: 27 clusters Score -1.264274e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8728 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29334 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41622 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 77978 members 
Mstep: Class 12 contains 139747 members 
Mstep: Class 13 contains 77903 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8105 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166126 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 162333 members 
Mstep: Class 22 contains 32211 members 
Mstep: Class 23 contains 169704 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427472.000000 Penalty: 88796.882812
Iteration 414Q: 27 clusters Score -1.264275e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8728 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29343 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41629 members 
Mstep: Class 9 contains 8682 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 77980 members 
Mstep: Class 12 contains 139847 members 
Mstep: Class 13 contains 77940 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166133 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 162194 members 
Mstep: Class 22 contains 32226 members 
Mstep: Class 23 contains 169684 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427576.000000 Penalty: 88796.882812
Iteration 415Q: 27 clusters Score -1.264276e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8733 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29364 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 8680 members 
Mstep: Class 10 contains 12700 members 
Mstep: Class 11 contains 77984 members 
Mstep: Class 12 contains 139937 members 
Mstep: Class 13 contains 77965 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8096 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166137 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 162052 members 
Mstep: Class 22 contains 32232 members 
Mstep: Class 23 contains 169682 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427368.000000 Penalty: 88796.882812
Iteration 416Q: 27 clusters Score -1.264274e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29381 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 8679 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 77984 members 
Mstep: Class 12 contains 140021 members 
Mstep: Class 13 contains 77982 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8095 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166138 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 161896 members 
Mstep: Class 22 contains 32232 members 
Mstep: Class 23 contains 169723 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427408.000000 Penalty: 88796.882812
Iteration 417Q: 27 clusters Score -1.264274e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29396 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41635 members 
Mstep: Class 9 contains 8675 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 77974 members 
Mstep: Class 12 contains 140143 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166150 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 161725 members 
Mstep: Class 22 contains 32229 members 
Mstep: Class 23 contains 169747 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427680.000000 Penalty: 88796.882812
Iteration 418Q: 27 clusters Score -1.264277e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29410 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41634 members 
Mstep: Class 9 contains 8671 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 77970 members 
Mstep: Class 12 contains 140262 members 
Mstep: Class 13 contains 77996 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166144 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 161572 members 
Mstep: Class 22 contains 32230 members 
Mstep: Class 23 contains 169782 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427728.000000 Penalty: 88796.882812
Iteration 419Q: 27 clusters Score -1.264277e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29416 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41631 members 
Mstep: Class 9 contains 8666 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 77973 members 
Mstep: Class 12 contains 140392 members 
Mstep: Class 13 contains 78002 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166135 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 161390 members 
Mstep: Class 22 contains 32235 members 
Mstep: Class 23 contains 169831 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427656.000000 Penalty: 88796.882812
Iteration 420F: 27 clusters Score -1.264277e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29426 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41629 members 
Mstep: Class 9 contains 8661 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77963 members 
Mstep: Class 12 contains 140527 members 
Mstep: Class 13 contains 78025 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166143 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 161206 members 
Mstep: Class 22 contains 32234 members 
Mstep: Class 23 contains 169862 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427808.000000 Penalty: 88796.882812
Iteration 421Q: 27 clusters Score -1.264278e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29431 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 8655 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77962 members 
Mstep: Class 12 contains 140637 members 
Mstep: Class 13 contains 78038 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166138 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 161049 members 
Mstep: Class 22 contains 32232 members 
Mstep: Class 23 contains 169903 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427936.000000 Penalty: 88796.882812
Iteration 422Q: 27 clusters Score -1.264279e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29433 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41633 members 
Mstep: Class 9 contains 8651 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 77953 members 
Mstep: Class 12 contains 140747 members 
Mstep: Class 13 contains 78054 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166126 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160916 members 
Mstep: Class 22 contains 32233 members 
Mstep: Class 23 contains 169930 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427920.000000 Penalty: 88796.882812
Iteration 423Q: 27 clusters Score -1.264279e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29438 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41637 members 
Mstep: Class 9 contains 8646 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77947 members 
Mstep: Class 12 contains 140838 members 
Mstep: Class 13 contains 78063 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166125 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 32230 members 
Mstep: Class 23 contains 169989 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427816.000000 Penalty: 88796.882812
Iteration 424Q: 27 clusters Score -1.264278e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8743 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29445 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 8636 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77944 members 
Mstep: Class 12 contains 140930 members 
Mstep: Class 13 contains 78067 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166144 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160632 members 
Mstep: Class 22 contains 32225 members 
Mstep: Class 23 contains 170017 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427856.000000 Penalty: 88796.882812
Iteration 425Q: 27 clusters Score -1.264279e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29452 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41643 members 
Mstep: Class 9 contains 8629 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77946 members 
Mstep: Class 12 contains 141002 members 
Mstep: Class 13 contains 78093 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8087 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166155 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160501 members 
Mstep: Class 22 contains 32221 members 
Mstep: Class 23 contains 170036 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427840.000000 Penalty: 88796.882812
Iteration 426Q: 27 clusters Score -1.264278e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8743 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29457 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41647 members 
Mstep: Class 9 contains 8618 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77961 members 
Mstep: Class 12 contains 141070 members 
Mstep: Class 13 contains 78119 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8086 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166148 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160362 members 
Mstep: Class 22 contains 32223 members 
Mstep: Class 23 contains 170076 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427832.000000 Penalty: 88796.882812
Iteration 427Q: 27 clusters Score -1.264278e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29463 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41650 members 
Mstep: Class 9 contains 8609 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77963 members 
Mstep: Class 12 contains 141183 members 
Mstep: Class 13 contains 78137 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8086 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166148 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160220 members 
Mstep: Class 22 contains 32226 members 
Mstep: Class 23 contains 170082 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428000.000000 Penalty: 88796.882812
Iteration 428Q: 27 clusters Score -1.26428e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 12098 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29470 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41645 members 
Mstep: Class 9 contains 8603 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 77974 members 
Mstep: Class 12 contains 141273 members 
Mstep: Class 13 contains 78154 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166141 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 160096 members 
Mstep: Class 22 contains 32229 members 
Mstep: Class 23 contains 170095 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428168.000000 Penalty: 88796.882812
Iteration 429Q: 27 clusters Score -1.264282e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29473 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 8595 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 77976 members 
Mstep: Class 12 contains 141356 members 
Mstep: Class 13 contains 78163 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166142 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159983 members 
Mstep: Class 22 contains 32233 members 
Mstep: Class 23 contains 170123 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428144.000000 Penalty: 88796.882812
Iteration 430Q: 27 clusters Score -1.264281e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29488 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41638 members 
Mstep: Class 9 contains 8588 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 141405 members 
Mstep: Class 13 contains 78171 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166141 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159884 members 
Mstep: Class 22 contains 32230 members 
Mstep: Class 23 contains 170162 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428096.000000 Penalty: 88796.882812
Iteration 431Q: 27 clusters Score -1.264281e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8743 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29506 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41635 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 77986 members 
Mstep: Class 12 contains 141462 members 
Mstep: Class 13 contains 78186 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8088 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166142 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159754 members 
Mstep: Class 22 contains 32231 members 
Mstep: Class 23 contains 170200 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428040.000000 Penalty: 88796.882812
Iteration 432Q: 27 clusters Score -1.26428e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29516 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77978 members 
Mstep: Class 12 contains 141526 members 
Mstep: Class 13 contains 78193 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166173 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159642 members 
Mstep: Class 22 contains 32231 members 
Mstep: Class 23 contains 170221 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428008.000000 Penalty: 88796.882812
Iteration 433Q: 27 clusters Score -1.26428e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29518 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41627 members 
Mstep: Class 9 contains 8577 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77982 members 
Mstep: Class 12 contains 141590 members 
Mstep: Class 13 contains 78203 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166212 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159516 members 
Mstep: Class 22 contains 32227 members 
Mstep: Class 23 contains 170239 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428072.000000 Penalty: 88796.882812
Iteration 434Q: 27 clusters Score -1.264281e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8737 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29526 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41619 members 
Mstep: Class 9 contains 8573 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77984 members 
Mstep: Class 12 contains 141667 members 
Mstep: Class 13 contains 78214 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166236 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159403 members 
Mstep: Class 22 contains 32226 members 
Mstep: Class 23 contains 170245 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427920.000000 Penalty: 88796.882812
Iteration 435Q: 27 clusters Score -1.264279e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8737 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29528 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41611 members 
Mstep: Class 9 contains 8571 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 141755 members 
Mstep: Class 13 contains 78224 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166246 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159290 members 
Mstep: Class 22 contains 32228 members 
Mstep: Class 23 contains 170262 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428112.000000 Penalty: 88796.882812
Iteration 436Q: 27 clusters Score -1.264281e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8737 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 29535 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41613 members 
Mstep: Class 9 contains 8569 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 77982 members 
Mstep: Class 12 contains 141844 members 
Mstep: Class 13 contains 78239 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166257 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159165 members 
Mstep: Class 22 contains 32224 members 
Mstep: Class 23 contains 170267 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427976.000000 Penalty: 88796.882812
Iteration 437Q: 27 clusters Score -1.26428e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8735 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29541 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41614 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 77981 members 
Mstep: Class 12 contains 141936 members 
Mstep: Class 13 contains 78242 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166265 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 159046 members 
Mstep: Class 22 contains 32221 members 
Mstep: Class 23 contains 170284 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428136.000000 Penalty: 88796.882812
Iteration 438Q: 27 clusters Score -1.264281e+08 nChanged 442
Entering ConstructFrom: 
Score: -126428136.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 191 members 
Entering Unmasked Estep 
Score: -40472.988281 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40472.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40776.031250 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40776.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40907.250000 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40907.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41034.324219 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -41034.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41198.335938 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -41198.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41341.812500 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -41341.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41430.277344 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -41430.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41489.003906 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -41489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41528.687500 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -41528.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41556.507812 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -41556.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41589.769531 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -41589.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41636.652344 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -41636.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41685.582031 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -41685.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41694.367188 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -41694.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41709.328125 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -41709.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41713.089844 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -41713.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41717.554688 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -41717.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41729.648438 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -41729.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41734.675781 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -41734.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41735.281250 Penalty: 2941.076172
	Iteration 19F: 3 clusters Score -41735.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41740.199219 Penalty: 2941.076172
	Iteration 20F: 3 clusters Score -41740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41747.625000 Penalty: 2941.076172
	Iteration 21Q: 3 clusters Score -41747.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41760.683594 Penalty: 2941.076172
	Iteration 22Q: 3 clusters Score -41760.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41778.824219 Penalty: 2941.076172
	Iteration 23Q: 3 clusters Score -41778.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41808.425781 Penalty: 2941.076172
	Iteration 24Q: 3 clusters Score -41808.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41838.949219 Penalty: 2941.076172
	Iteration 25Q: 3 clusters Score -41838.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41900.890625 Penalty: 2941.076172
	Iteration 26Q: 3 clusters Score -41900.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41972.218750 Penalty: 2941.076172
	Iteration 27Q: 3 clusters Score -41972.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42004.351562 Penalty: 2941.076172
	Iteration 28Q: 3 clusters Score -42004.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42020.804688 Penalty: 2941.076172
	Iteration 29Q: 3 clusters Score -42020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42031.328125 Penalty: 2941.076172
	Iteration 30Q: 3 clusters Score -42031.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42036.015625 Penalty: 2941.076172
	Iteration 31Q: 3 clusters Score -42036.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42071.957031 Penalty: 2941.076172
	Iteration 32Q: 3 clusters Score -42071.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42134.121094 Penalty: 2941.076172
	Iteration 33Q: 3 clusters Score -42134.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42262.648438 Penalty: 2941.076172
	Iteration 34Q: 3 clusters Score -42262.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42374.839844 Penalty: 2941.076172
	Iteration 35Q: 3 clusters Score -42374.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42379.234375 Penalty: 2941.076172
	Iteration 36Q: 3 clusters Score -42379.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42379.234375 Penalty: 2941.076172
	Iteration 37F: 3 clusters Score -42379.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41606 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 142021 members 
Mstep: Class 13 contains 78247 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166251 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158974 members 
Mstep: Class 22 contains 32220 members 
Mstep: Class 23 contains 170289 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 196 members 
Entering Unmasked Estep 
Score: -126426720.000000 Penalty: 92212.148438
Splitting cluster 1 changes total score from -126428136.000000 to -126426720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -1110096.625000 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -1110097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1103198.375000 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -1103198 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1105078.375000 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -1105078 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1105353.750000 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -1105354 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1105578.500000 Penalty: 4501.189453
	Iteration 3F: 3 clusters Score -1105578 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1105734.000000 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -1105734 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1105874.000000 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -1105874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1105989.250000 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -1105989 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1106083.875000 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -1106084 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1106185.000000 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -1106185 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1106286.250000 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -1106286 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1106396.875000 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -1106397 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1106509.125000 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -1106509 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1106619.500000 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -1106620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1106726.625000 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -1106727 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1106842.625000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -1106843 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1106966.500000 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -1106966 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1107070.625000 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -1107071 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1107176.000000 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -1107176 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1107271.500000 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -1107272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1107362.125000 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -1107362 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1107435.625000 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -1107436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1107497.875000 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -1107498 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1107559.750000 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -1107560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1107617.500000 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -1107618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1107670.250000 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -1107670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1107713.500000 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -1107714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1107740.500000 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -1107740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1107759.625000 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -1107760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1107781.250000 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -1107781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1107803.500000 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -1107804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1107826.625000 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -1107827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1107850.625000 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -1107851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1107863.875000 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -1107864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1107886.250000 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -1107886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1107901.750000 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -1107902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1107913.375000 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -1107913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1107928.750000 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -1107929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1107943.000000 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -1107943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1107963.625000 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -1107964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1107979.375000 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -1107979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1107994.250000 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -1107994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1108012.500000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -1108012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1108031.875000 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -1108032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1108053.000000 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -1108053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1108060.000000 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -1108060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1108073.875000 Penalty: 4501.189453
	Iteration 45Q: 3 clusters Score -1108074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1108083.875000 Penalty: 4501.189453
	Iteration 46Q: 3 clusters Score -1108084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1108099.125000 Penalty: 4501.189453
	Iteration 47Q: 3 clusters Score -1108099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1108114.875000 Penalty: 4501.189453
	Iteration 48Q: 3 clusters Score -1108115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1108129.625000 Penalty: 4501.189453
	Iteration 49Q: 3 clusters Score -1108130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1108142.625000 Penalty: 4501.189453
	Iteration 50Q: 3 clusters Score -1108143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1108153.500000 Penalty: 4501.189453
	Iteration 51Q: 3 clusters Score -1108154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1108165.625000 Penalty: 4501.189453
	Iteration 52Q: 3 clusters Score -1108166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1108173.750000 Penalty: 4501.189453
	Iteration 53Q: 3 clusters Score -1108174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1108182.250000 Penalty: 4501.189453
	Iteration 54Q: 3 clusters Score -1108182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1108187.125000 Penalty: 4501.189453
	Iteration 55Q: 3 clusters Score -1108187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1108189.625000 Penalty: 4501.189453
	Iteration 56Q: 3 clusters Score -1108190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1108191.750000 Penalty: 4501.189453
	Iteration 57Q: 3 clusters Score -1108192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1108195.625000 Penalty: 4501.189453
	Iteration 58Q: 3 clusters Score -1108196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1108198.750000 Penalty: 4501.189453
	Iteration 59Q: 3 clusters Score -1108199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1108201.375000 Penalty: 4501.189453
	Iteration 60F: 3 clusters Score -1108201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1108204.625000 Penalty: 4501.189453
	Iteration 61Q: 3 clusters Score -1108205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1108204.000000 Penalty: 4501.189453
	Iteration 62Q: 3 clusters Score -1108204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1108205.125000 Penalty: 4501.189453
	Iteration 63Q: 3 clusters Score -1108205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1108206.375000 Penalty: 4501.189453
	Iteration 64Q: 3 clusters Score -1108206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1108210.750000 Penalty: 4501.189453
	Iteration 65Q: 3 clusters Score -1108211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1108210.750000 Penalty: 4501.189453
	Iteration 66Q: 3 clusters Score -1108211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1108211.250000 Penalty: 4501.189453
	Iteration 67Q: 3 clusters Score -1108211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1108213.750000 Penalty: 4501.189453
	Iteration 68Q: 3 clusters Score -1108214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1108213.750000 Penalty: 4501.189453
	Iteration 69F: 3 clusters Score -1108214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Entering Unmasked Estep 
Score: -1430132.125000 Penalty: 2331.233154
	Iteration 0F: 2 clusters Score -1430132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1421159.500000 Penalty: 4662.466309
	Iteration 0F: 3 clusters Score -1421160 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1424085.500000 Penalty: 4662.466309
	Iteration 1F: 3 clusters Score -1424086 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1424670.875000 Penalty: 4662.466309
	Iteration 2F: 3 clusters Score -1424671 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1425231.250000 Penalty: 4662.466309
	Iteration 3F: 3 clusters Score -1425231 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1425849.875000 Penalty: 4662.466309
	Iteration 4F: 3 clusters Score -1425850 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1426543.750000 Penalty: 4662.466309
	Iteration 5F: 3 clusters Score -1426544 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1427175.625000 Penalty: 4662.466309
	Iteration 6F: 3 clusters Score -1427176 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1427676.125000 Penalty: 4662.466309
	Iteration 7F: 3 clusters Score -1427676 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1428020.000000 Penalty: 4662.466309
	Iteration 8Q: 3 clusters Score -1428020 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1428253.125000 Penalty: 4662.466309
	Iteration 9Q: 3 clusters Score -1428253 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1428404.250000 Penalty: 4662.466309
	Iteration 10Q: 3 clusters Score -1428404 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1428493.750000 Penalty: 4662.466309
	Iteration 11Q: 3 clusters Score -1428494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1428549.500000 Penalty: 4662.466309
	Iteration 12Q: 3 clusters Score -1428550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1428595.000000 Penalty: 4662.466309
	Iteration 13Q: 3 clusters Score -1428595 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1428630.375000 Penalty: 4662.466309
	Iteration 14Q: 3 clusters Score -1428630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1428643.500000 Penalty: 4662.466309
	Iteration 15Q: 3 clusters Score -1428644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1428651.875000 Penalty: 4662.466309
	Iteration 16Q: 3 clusters Score -1428652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1428661.000000 Penalty: 4662.466309
	Iteration 17Q: 3 clusters Score -1428661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1428664.375000 Penalty: 4662.466309
	Iteration 18Q: 3 clusters Score -1428664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1428670.625000 Penalty: 4662.466309
	Iteration 19Q: 3 clusters Score -1428671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1428674.500000 Penalty: 4662.466309
	Iteration 20F: 3 clusters Score -1428674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1428675.000000 Penalty: 4662.466309
	Iteration 21Q: 3 clusters Score -1428675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1428674.250000 Penalty: 4662.466309
	Iteration 22Q: 3 clusters Score -1428674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1428678.125000 Penalty: 4662.466309
	Iteration 23Q: 3 clusters Score -1428678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1428675.500000 Penalty: 4662.466309
	Iteration 24Q: 3 clusters Score -1428676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1428674.625000 Penalty: 4662.466309
	Iteration 25Q: 3 clusters Score -1428675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1428676.375000 Penalty: 4662.466309
	Iteration 26Q: 3 clusters Score -1428676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1428675.250000 Penalty: 4662.466309
	Iteration 27Q: 3 clusters Score -1428675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1428679.125000 Penalty: 4662.466309
	Iteration 28Q: 3 clusters Score -1428679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1428678.875000 Penalty: 4662.466309
	Iteration 29Q: 3 clusters Score -1428679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1428678.250000 Penalty: 4662.466309
	Iteration 30Q: 3 clusters Score -1428678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1428680.125000 Penalty: 4662.466309
	Iteration 31Q: 3 clusters Score -1428680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1428680.125000 Penalty: 4662.466309
	Iteration 32F: 3 clusters Score -1428680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -178913.984375 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -178914 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 640 members 
Entering Unmasked Estep 
Score: -176702.000000 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -176702 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177028.609375 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -177028.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -177135.484375 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -177135.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -177188.046875 Penalty: 3568.068359
	Iteration 3Q: 3 clusters Score -177188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -177224.640625 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -177224.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -177241.109375 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -177241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -177250.468750 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -177250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177253.843750 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -177253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177258.234375 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -177258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177265.625000 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -177265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -177270.703125 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -177270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -177273.687500 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -177273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -177274.781250 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -177274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -177274.781250 Penalty: 3568.068359
	Iteration 13F: 3 clusters Score -177274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Entering Unmasked Estep 
Score: -4025446.750000 Penalty: 2552.846924
	Iteration 0F: 2 clusters Score -4025447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4005043.250000 Penalty: 5105.693848
	Iteration 0F: 3 clusters Score -4005043 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4012476.250000 Penalty: 5105.693848
	Iteration 1F: 3 clusters Score -4012476 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4012912.750000 Penalty: 5105.693848
	Iteration 2Q: 3 clusters Score -4012913 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4013287.500000 Penalty: 5105.693848
	Iteration 3Q: 3 clusters Score -4013288 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4013714.750000 Penalty: 5105.693848
	Iteration 4Q: 3 clusters Score -4013715 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4014223.000000 Penalty: 5105.693848
	Iteration 5Q: 3 clusters Score -4014223 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4014984.750000 Penalty: 5105.693848
	Iteration 6Q: 3 clusters Score -4014985 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4016189.250000 Penalty: 5105.693848
	Iteration 7F: 3 clusters Score -4016189 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4017831.250000 Penalty: 5105.693848
	Iteration 8F: 3 clusters Score -4017831 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4019692.000000 Penalty: 5105.693848
	Iteration 9F: 3 clusters Score -4019692 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4021276.500000 Penalty: 5105.693848
	Iteration 10F: 3 clusters Score -4021276 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4022223.500000 Penalty: 5105.693848
	Iteration 11Q: 3 clusters Score -4022224 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4022668.500000 Penalty: 5105.693848
	Iteration 12Q: 3 clusters Score -4022668 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4022924.750000 Penalty: 5105.693848
	Iteration 13Q: 3 clusters Score -4022925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -4023040.750000 Penalty: 5105.693848
	Iteration 14Q: 3 clusters Score -4023041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4023087.000000 Penalty: 5105.693848
	Iteration 15Q: 3 clusters Score -4023087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4023122.750000 Penalty: 5105.693848
	Iteration 16Q: 3 clusters Score -4023123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4023153.500000 Penalty: 5105.693848
	Iteration 17Q: 3 clusters Score -4023154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -4023172.000000 Penalty: 5105.693848
	Iteration 18Q: 3 clusters Score -4023172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4023187.500000 Penalty: 5105.693848
	Iteration 19Q: 3 clusters Score -4023188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4023196.000000 Penalty: 5105.693848
	Iteration 20F: 3 clusters Score -4023196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4023195.500000 Penalty: 5105.693848
	Iteration 21Q: 3 clusters Score -4023196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -4023197.500000 Penalty: 5105.693848
	Iteration 22Q: 3 clusters Score -4023198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4023203.250000 Penalty: 5105.693848
	Iteration 23Q: 3 clusters Score -4023203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4023204.250000 Penalty: 5105.693848
	Iteration 24Q: 3 clusters Score -4023204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4023204.500000 Penalty: 5105.693848
	Iteration 25Q: 3 clusters Score -4023204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4023204.500000 Penalty: 5105.693848
	Iteration 26F: 3 clusters Score -4023204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 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 287 members 
Entering Unmasked Estep 
Score: -67980.859375 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67980.86 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68314.726562 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68314.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68502.257812 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -68502.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68641.023438 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -68641.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68895.070312 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -68895.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69112.296875 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69112.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69277.179688 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69277.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69411.437500 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69411.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69608.820312 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69608.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69747.156250 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69747.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69751.687500 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -69751.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69758.265625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -69758.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69759.882812 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -69759.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69759.882812 Penalty: 3153.489746
	Iteration 13F: 3 clusters Score -69759.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41606 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 142021 members 
Mstep: Class 13 contains 78247 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166251 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158974 members 
Mstep: Class 22 contains 32220 members 
Mstep: Class 23 contains 170289 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
Score: -126426592.000000 Penalty: 92212.148438
Splitting cluster 6 changes total score from -126428136.000000 to -126426592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -239766.390625 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -239766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -237187.906250 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -237187.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237741.000000 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -237741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -237964.484375 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -237964.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238153.609375 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -238153.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -238394.312500 Penalty: 3750.574219
	Iteration 4F: 3 clusters Score -238394.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238693.421875 Penalty: 3750.574219
	Iteration 5F: 3 clusters Score -238693.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -238929.968750 Penalty: 3750.574219
	Iteration 6F: 3 clusters Score -238930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -239077.843750 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -239077.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -239150.562500 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -239150.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -239194.406250 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -239194.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -239227.109375 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -239227.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -239251.843750 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -239251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239273.609375 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -239273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239289.703125 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -239289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239307.875000 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -239307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239370.312500 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -239370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -239412.765625 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -239412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -239422.062500 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -239422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -239427.984375 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -239428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -239429.593750 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -239429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -239429.593750 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -239429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Entering Unmasked Estep 
Score: -5668488.500000 Penalty: 2637.728027
	Iteration 0F: 2 clusters Score -5668488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -5640319.500000 Penalty: 5275.456055
	Iteration 0F: 3 clusters Score -5640320 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5651014.500000 Penalty: 5275.456055
	Iteration 1F: 3 clusters Score -5651014 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5651611.000000 Penalty: 5275.456055
	Iteration 2Q: 3 clusters Score -5651611 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5652269.000000 Penalty: 5275.456055
	Iteration 3Q: 3 clusters Score -5652269 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5653170.500000 Penalty: 5275.456055
	Iteration 4Q: 3 clusters Score -5653170 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5654326.500000 Penalty: 5275.456055
	Iteration 5Q: 3 clusters Score -5654326 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -5655903.000000 Penalty: 5275.456055
	Iteration 6F: 3 clusters Score -5655903 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5657735.000000 Penalty: 5275.456055
	Iteration 7F: 3 clusters Score -5657735 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -5659646.500000 Penalty: 5275.456055
	Iteration 8F: 3 clusters Score -5659646 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -5661315.500000 Penalty: 5275.456055
	Iteration 9F: 3 clusters Score -5661316 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5662513.000000 Penalty: 5275.456055
	Iteration 10Q: 3 clusters Score -5662513 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -5663478.500000 Penalty: 5275.456055
	Iteration 11Q: 3 clusters Score -5663478 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -5664220.500000 Penalty: 5275.456055
	Iteration 12Q: 3 clusters Score -5664220 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5664718.000000 Penalty: 5275.456055
	Iteration 13Q: 3 clusters Score -5664718 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5665084.000000 Penalty: 5275.456055
	Iteration 14Q: 3 clusters Score -5665084 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5665363.000000 Penalty: 5275.456055
	Iteration 15Q: 3 clusters Score -5665363 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5665547.000000 Penalty: 5275.456055
	Iteration 16Q: 3 clusters Score -5665547 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -5665704.000000 Penalty: 5275.456055
	Iteration 17Q: 3 clusters Score -5665704 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5665822.000000 Penalty: 5275.456055
	Iteration 18Q: 3 clusters Score -5665822 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5665913.500000 Penalty: 5275.456055
	Iteration 19Q: 3 clusters Score -5665914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5665995.000000 Penalty: 5275.456055
	Iteration 20F: 3 clusters Score -5665995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -5666065.500000 Penalty: 5275.456055
	Iteration 21Q: 3 clusters Score -5666066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5666102.000000 Penalty: 5275.456055
	Iteration 22Q: 3 clusters Score -5666102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5666152.000000 Penalty: 5275.456055
	Iteration 23Q: 3 clusters Score -5666152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5666181.500000 Penalty: 5275.456055
	Iteration 24Q: 3 clusters Score -5666182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5666207.000000 Penalty: 5275.456055
	Iteration 25Q: 3 clusters Score -5666207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5666219.500000 Penalty: 5275.456055
	Iteration 26Q: 3 clusters Score -5666220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5666231.000000 Penalty: 5275.456055
	Iteration 27Q: 3 clusters Score -5666231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -5666241.500000 Penalty: 5275.456055
	Iteration 28Q: 3 clusters Score -5666242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -5666253.000000 Penalty: 5275.456055
	Iteration 29Q: 3 clusters Score -5666253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5666260.500000 Penalty: 5275.456055
	Iteration 30Q: 3 clusters Score -5666260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5666259.500000 Penalty: 5275.456055
	Iteration 31Q: 3 clusters Score -5666260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5666258.500000 Penalty: 5275.456055
	Iteration 32Q: 3 clusters Score -5666258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5666264.500000 Penalty: 5275.456055
	Iteration 33Q: 3 clusters Score -5666264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5666264.500000 Penalty: 5275.456055
	Iteration 34F: 3 clusters Score -5666264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -1103225.750000 Penalty: 2245.691162
	Iteration 0F: 2 clusters Score -1103226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1096484.500000 Penalty: 4491.382324
	Iteration 0F: 3 clusters Score -1096484 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1098541.500000 Penalty: 4491.382324
	Iteration 1F: 3 clusters Score -1098542 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1099072.750000 Penalty: 4491.382324
	Iteration 2F: 3 clusters Score -1099073 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1099682.750000 Penalty: 4491.382324
	Iteration 3F: 3 clusters Score -1099683 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1100300.125000 Penalty: 4491.382324
	Iteration 4F: 3 clusters Score -1100300 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1100770.125000 Penalty: 4491.382324
	Iteration 5F: 3 clusters Score -1100770 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1101100.125000 Penalty: 4491.382324
	Iteration 6F: 3 clusters Score -1101100 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1101333.750000 Penalty: 4491.382324
	Iteration 7Q: 3 clusters Score -1101334 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1101479.625000 Penalty: 4491.382324
	Iteration 8Q: 3 clusters Score -1101480 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1101568.375000 Penalty: 4491.382324
	Iteration 9Q: 3 clusters Score -1101568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1101616.625000 Penalty: 4491.382324
	Iteration 10Q: 3 clusters Score -1101617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1101642.750000 Penalty: 4491.382324
	Iteration 11Q: 3 clusters Score -1101643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1101659.375000 Penalty: 4491.382324
	Iteration 12Q: 3 clusters Score -1101659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1101670.250000 Penalty: 4491.382324
	Iteration 13Q: 3 clusters Score -1101670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1101680.500000 Penalty: 4491.382324
	Iteration 14Q: 3 clusters Score -1101680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1101687.500000 Penalty: 4491.382324
	Iteration 15Q: 3 clusters Score -1101688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1101693.000000 Penalty: 4491.382324
	Iteration 16Q: 3 clusters Score -1101693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1101698.375000 Penalty: 4491.382324
	Iteration 17Q: 3 clusters Score -1101698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1101699.000000 Penalty: 4491.382324
	Iteration 18Q: 3 clusters Score -1101699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1101700.750000 Penalty: 4491.382324
	Iteration 19Q: 3 clusters Score -1101701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1101702.375000 Penalty: 4491.382324
	Iteration 20F: 3 clusters Score -1101702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1101704.750000 Penalty: 4491.382324
	Iteration 21Q: 3 clusters Score -1101705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1101706.250000 Penalty: 4491.382324
	Iteration 22Q: 3 clusters Score -1101706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1101707.375000 Penalty: 4491.382324
	Iteration 23Q: 3 clusters Score -1101707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1101706.625000 Penalty: 4491.382324
	Iteration 24Q: 3 clusters Score -1101707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1101707.000000 Penalty: 4491.382324
	Iteration 25Q: 3 clusters Score -1101707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1101709.250000 Penalty: 4491.382324
	Iteration 26Q: 3 clusters Score -1101709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1101708.500000 Penalty: 4491.382324
	Iteration 27Q: 3 clusters Score -1101708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1101708.000000 Penalty: 4491.382324
	Iteration 28Q: 3 clusters Score -1101708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1101711.000000 Penalty: 4491.382324
	Iteration 29Q: 3 clusters Score -1101711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1101708.750000 Penalty: 4491.382324
	Iteration 30Q: 3 clusters Score -1101709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1101708.750000 Penalty: 4491.382324
	Iteration 31F: 3 clusters Score -1101709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Entering Unmasked Estep 
Score: -1643407.750000 Penalty: 2343.108398
	Iteration 0F: 2 clusters Score -1643408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1634032.500000 Penalty: 4686.216797
	Iteration 0F: 3 clusters Score -1634032 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1636981.500000 Penalty: 4686.216797
	Iteration 1F: 3 clusters Score -1636982 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1637508.375000 Penalty: 4686.216797
	Iteration 2F: 3 clusters Score -1637508 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1637949.625000 Penalty: 4686.216797
	Iteration 3F: 3 clusters Score -1637950 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1638308.375000 Penalty: 4686.216797
	Iteration 4F: 3 clusters Score -1638308 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1638690.875000 Penalty: 4686.216797
	Iteration 5Q: 3 clusters Score -1638691 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1639111.875000 Penalty: 4686.216797
	Iteration 6Q: 3 clusters Score -1639112 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1639477.625000 Penalty: 4686.216797
	Iteration 7Q: 3 clusters Score -1639478 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1639789.875000 Penalty: 4686.216797
	Iteration 8Q: 3 clusters Score -1639790 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1640091.500000 Penalty: 4686.216797
	Iteration 9Q: 3 clusters Score -1640092 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1640338.125000 Penalty: 4686.216797
	Iteration 10Q: 3 clusters Score -1640338 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1640560.750000 Penalty: 4686.216797
	Iteration 11Q: 3 clusters Score -1640561 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1640771.875000 Penalty: 4686.216797
	Iteration 12Q: 3 clusters Score -1640772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1640961.000000 Penalty: 4686.216797
	Iteration 13Q: 3 clusters Score -1640961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1641117.500000 Penalty: 4686.216797
	Iteration 14Q: 3 clusters Score -1641118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1641263.625000 Penalty: 4686.216797
	Iteration 15Q: 3 clusters Score -1641264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1641365.000000 Penalty: 4686.216797
	Iteration 16Q: 3 clusters Score -1641365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1641446.375000 Penalty: 4686.216797
	Iteration 17Q: 3 clusters Score -1641446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1641523.125000 Penalty: 4686.216797
	Iteration 18Q: 3 clusters Score -1641523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1641586.875000 Penalty: 4686.216797
	Iteration 19Q: 3 clusters Score -1641587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1641646.500000 Penalty: 4686.216797
	Iteration 20F: 3 clusters Score -1641646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1641700.500000 Penalty: 4686.216797
	Iteration 21Q: 3 clusters Score -1641700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1641735.375000 Penalty: 4686.216797
	Iteration 22Q: 3 clusters Score -1641735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1641766.500000 Penalty: 4686.216797
	Iteration 23Q: 3 clusters Score -1641766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1641799.125000 Penalty: 4686.216797
	Iteration 24Q: 3 clusters Score -1641799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1641846.500000 Penalty: 4686.216797
	Iteration 25Q: 3 clusters Score -1641846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1641875.000000 Penalty: 4686.216797
	Iteration 26Q: 3 clusters Score -1641875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1641897.500000 Penalty: 4686.216797
	Iteration 27Q: 3 clusters Score -1641898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1641920.000000 Penalty: 4686.216797
	Iteration 28Q: 3 clusters Score -1641920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1641924.125000 Penalty: 4686.216797
	Iteration 29Q: 3 clusters Score -1641924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1641929.375000 Penalty: 4686.216797
	Iteration 30Q: 3 clusters Score -1641929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1641929.500000 Penalty: 4686.216797
	Iteration 31Q: 3 clusters Score -1641930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1641931.125000 Penalty: 4686.216797
	Iteration 32Q: 3 clusters Score -1641931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1641933.875000 Penalty: 4686.216797
	Iteration 33Q: 3 clusters Score -1641934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1641933.500000 Penalty: 4686.216797
	Iteration 34Q: 3 clusters Score -1641934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1641941.250000 Penalty: 4686.216797
	Iteration 35Q: 3 clusters Score -1641941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1641941.250000 Penalty: 4686.216797
	Iteration 36F: 3 clusters Score -1641941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Entering Unmasked Estep 
Score: -10293499.000000 Penalty: 2793.520264
	Iteration 0F: 2 clusters Score -1.02935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -10241630.000000 Penalty: 5587.040527
	Iteration 0F: 3 clusters Score -1.024163e+07 nChanged 36555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -10262148.000000 Penalty: 5587.040527
	Iteration 1F: 3 clusters Score -1.026215e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -10263101.000000 Penalty: 5587.040527
	Iteration 2Q: 3 clusters Score -1.02631e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -10264240.000000 Penalty: 5587.040527
	Iteration 3Q: 3 clusters Score -1.026424e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -10265637.000000 Penalty: 5587.040527
	Iteration 4Q: 3 clusters Score -1.026564e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -10267340.000000 Penalty: 5587.040527
	Iteration 5Q: 3 clusters Score -1.026734e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -10269162.000000 Penalty: 5587.040527
	Iteration 6Q: 3 clusters Score -1.026916e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -10271052.000000 Penalty: 5587.040527
	Iteration 7F: 3 clusters Score -1.027105e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -10272903.000000 Penalty: 5587.040527
	Iteration 8Q: 3 clusters Score -1.02729e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -10274755.000000 Penalty: 5587.040527
	Iteration 9Q: 3 clusters Score -1.027476e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -10276433.000000 Penalty: 5587.040527
	Iteration 10Q: 3 clusters Score -1.027643e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -10278081.000000 Penalty: 5587.040527
	Iteration 11Q: 3 clusters Score -1.027808e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -10279834.000000 Penalty: 5587.040527
	Iteration 12Q: 3 clusters Score -1.027983e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -10281758.000000 Penalty: 5587.040527
	Iteration 13Q: 3 clusters Score -1.028176e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -10283627.000000 Penalty: 5587.040527
	Iteration 14Q: 3 clusters Score -1.028363e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -10285380.000000 Penalty: 5587.040527
	Iteration 15Q: 3 clusters Score -1.028538e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -10287052.000000 Penalty: 5587.040527
	Iteration 16Q: 3 clusters Score -1.028705e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10288401.000000 Penalty: 5587.040527
	Iteration 17Q: 3 clusters Score -1.02884e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -10289384.000000 Penalty: 5587.040527
	Iteration 18Q: 3 clusters Score -1.028938e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -10290121.000000 Penalty: 5587.040527
	Iteration 19Q: 3 clusters Score -1.029012e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10290512.000000 Penalty: 5587.040527
	Iteration 20F: 3 clusters Score -1.029051e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10290727.000000 Penalty: 5587.040527
	Iteration 21Q: 3 clusters Score -1.029073e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10290916.000000 Penalty: 5587.040527
	Iteration 22Q: 3 clusters Score -1.029092e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10291016.000000 Penalty: 5587.040527
	Iteration 23Q: 3 clusters Score -1.029102e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10291093.000000 Penalty: 5587.040527
	Iteration 24Q: 3 clusters Score -1.029109e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10291150.000000 Penalty: 5587.040527
	Iteration 25Q: 3 clusters Score -1.029115e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10291169.000000 Penalty: 5587.040527
	Iteration 26Q: 3 clusters Score -1.029117e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10291196.000000 Penalty: 5587.040527
	Iteration 27Q: 3 clusters Score -1.02912e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10291204.000000 Penalty: 5587.040527
	Iteration 28Q: 3 clusters Score -1.02912e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10291213.000000 Penalty: 5587.040527
	Iteration 29Q: 3 clusters Score -1.029121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10291233.000000 Penalty: 5587.040527
	Iteration 30Q: 3 clusters Score -1.029123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10291241.000000 Penalty: 5587.040527
	Iteration 31Q: 3 clusters Score -1.029124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10291258.000000 Penalty: 5587.040527
	Iteration 32Q: 3 clusters Score -1.029126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10291251.000000 Penalty: 5587.040527
	Iteration 33Q: 3 clusters Score -1.029125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10291248.000000 Penalty: 5587.040527
	Iteration 34Q: 3 clusters Score -1.029125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10291255.000000 Penalty: 5587.040527
	Iteration 35Q: 3 clusters Score -1.029126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10291248.000000 Penalty: 5587.040527
	Iteration 36Q: 3 clusters Score -1.029125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10291247.000000 Penalty: 5587.040527
	Iteration 37Q: 3 clusters Score -1.029125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10291249.000000 Penalty: 5587.040527
	Iteration 38Q: 3 clusters Score -1.029125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10291258.000000 Penalty: 5587.040527
	Iteration 39Q: 3 clusters Score -1.029126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10291258.000000 Penalty: 5587.040527
	Iteration 40F: 3 clusters Score -1.029126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10291264.000000 Penalty: 5587.040527
	Iteration 41Q: 3 clusters Score -1.029126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10291277.000000 Penalty: 5587.040527
	Iteration 42Q: 3 clusters Score -1.029128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10291266.000000 Penalty: 5587.040527
	Iteration 43Q: 3 clusters Score -1.029127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10291266.000000 Penalty: 5587.040527
	Iteration 44F: 3 clusters Score -1.029127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (142021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Entering Unmasked Estep 
Score: -19178086.000000 Penalty: 2942.205078
	Iteration 0F: 2 clusters Score -1.917809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -19082930.000000 Penalty: 5884.410156
	Iteration 0F: 3 clusters Score -1.908293e+07 nChanged 67608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -19122534.000000 Penalty: 5884.410156
	Iteration 1F: 3 clusters Score -1.912253e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -19123938.000000 Penalty: 5884.410156
	Iteration 2Q: 3 clusters Score -1.912394e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -19125946.000000 Penalty: 5884.410156
	Iteration 3Q: 3 clusters Score -1.912595e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -19128780.000000 Penalty: 5884.410156
	Iteration 4Q: 3 clusters Score -1.912878e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -19132430.000000 Penalty: 5884.410156
	Iteration 5F: 3 clusters Score -1.913243e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -19137076.000000 Penalty: 5884.410156
	Iteration 6F: 3 clusters Score -1.913708e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -19143562.000000 Penalty: 5884.410156
	Iteration 7F: 3 clusters Score -1.914356e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -19150936.000000 Penalty: 5884.410156
	Iteration 8F: 3 clusters Score -1.915094e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -19158406.000000 Penalty: 5884.410156
	Iteration 9F: 3 clusters Score -1.915841e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -19163310.000000 Penalty: 5884.410156
	Iteration 10Q: 3 clusters Score -1.916331e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -19165872.000000 Penalty: 5884.410156
	Iteration 11Q: 3 clusters Score -1.916587e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -19167226.000000 Penalty: 5884.410156
	Iteration 12Q: 3 clusters Score -1.916723e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -19168092.000000 Penalty: 5884.410156
	Iteration 13Q: 3 clusters Score -1.916809e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -19168824.000000 Penalty: 5884.410156
	Iteration 14Q: 3 clusters Score -1.916882e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -19169382.000000 Penalty: 5884.410156
	Iteration 15Q: 3 clusters Score -1.916938e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -19169856.000000 Penalty: 5884.410156
	Iteration 16Q: 3 clusters Score -1.916986e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -19170242.000000 Penalty: 5884.410156
	Iteration 17Q: 3 clusters Score -1.917024e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 107919 members 
Entering Unmasked Estep 
Score: -19170622.000000 Penalty: 5884.410156
	Iteration 18Q: 3 clusters Score -1.917062e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -19170968.000000 Penalty: 5884.410156
	Iteration 19Q: 3 clusters Score -1.917097e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -19171372.000000 Penalty: 5884.410156
	Iteration 20F: 3 clusters Score -1.917137e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -19171668.000000 Penalty: 5884.410156
	Iteration 21Q: 3 clusters Score -1.917167e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 114405 members 
Entering Unmasked Estep 
Score: -19171980.000000 Penalty: 5884.410156
	Iteration 22Q: 3 clusters Score -1.917198e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -19172220.000000 Penalty: 5884.410156
	Iteration 23Q: 3 clusters Score -1.917222e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -19172482.000000 Penalty: 5884.410156
	Iteration 24Q: 3 clusters Score -1.917248e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -19172872.000000 Penalty: 5884.410156
	Iteration 25Q: 3 clusters Score -1.917287e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -19173152.000000 Penalty: 5884.410156
	Iteration 26Q: 3 clusters Score -1.917315e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 121308 members 
Entering Unmasked Estep 
Score: -19173404.000000 Penalty: 5884.410156
	Iteration 27Q: 3 clusters Score -1.91734e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -19173634.000000 Penalty: 5884.410156
	Iteration 28Q: 3 clusters Score -1.917363e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 123731 members 
Entering Unmasked Estep 
Score: -19173884.000000 Penalty: 5884.410156
	Iteration 29Q: 3 clusters Score -1.917388e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -19174052.000000 Penalty: 5884.410156
	Iteration 30Q: 3 clusters Score -1.917405e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -19174326.000000 Penalty: 5884.410156
	Iteration 31Q: 3 clusters Score -1.917433e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -19174536.000000 Penalty: 5884.410156
	Iteration 32Q: 3 clusters Score -1.917454e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -19174800.000000 Penalty: 5884.410156
	Iteration 33Q: 3 clusters Score -1.91748e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 128746 members 
Entering Unmasked Estep 
Score: -19174996.000000 Penalty: 5884.410156
	Iteration 34Q: 3 clusters Score -1.9175e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -19175102.000000 Penalty: 5884.410156
	Iteration 35Q: 3 clusters Score -1.91751e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 130293 members 
Entering Unmasked Estep 
Score: -19175246.000000 Penalty: 5884.410156
	Iteration 36Q: 3 clusters Score -1.917525e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 130940 members 
Entering Unmasked Estep 
Score: -19175382.000000 Penalty: 5884.410156
	Iteration 37Q: 3 clusters Score -1.917538e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 131532 members 
Entering Unmasked Estep 
Score: -19175452.000000 Penalty: 5884.410156
	Iteration 38Q: 3 clusters Score -1.917545e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -19175518.000000 Penalty: 5884.410156
	Iteration 39Q: 3 clusters Score -1.917552e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 132638 members 
Entering Unmasked Estep 
Score: -19175570.000000 Penalty: 5884.410156
	Iteration 40F: 3 clusters Score -1.917557e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 133119 members 
Entering Unmasked Estep 
Score: -19175634.000000 Penalty: 5884.410156
	Iteration 41Q: 3 clusters Score -1.917563e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -19175670.000000 Penalty: 5884.410156
	Iteration 42Q: 3 clusters Score -1.917567e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 133990 members 
Entering Unmasked Estep 
Score: -19175792.000000 Penalty: 5884.410156
	Iteration 43Q: 3 clusters Score -1.917579e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -19175850.000000 Penalty: 5884.410156
	Iteration 44Q: 3 clusters Score -1.917585e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 134722 members 
Entering Unmasked Estep 
Score: -19175884.000000 Penalty: 5884.410156
	Iteration 45Q: 3 clusters Score -1.917588e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -19176012.000000 Penalty: 5884.410156
	Iteration 46Q: 3 clusters Score -1.917601e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -19176050.000000 Penalty: 5884.410156
	Iteration 47Q: 3 clusters Score -1.917605e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -19176100.000000 Penalty: 5884.410156
	Iteration 48Q: 3 clusters Score -1.91761e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 135956 members 
Entering Unmasked Estep 
Score: -19176148.000000 Penalty: 5884.410156
	Iteration 49Q: 3 clusters Score -1.917615e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 136196 members 
Entering Unmasked Estep 
Score: -19176200.000000 Penalty: 5884.410156
	Iteration 50Q: 3 clusters Score -1.91762e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -19176252.000000 Penalty: 5884.410156
	Iteration 51Q: 3 clusters Score -1.917625e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -19176268.000000 Penalty: 5884.410156
	Iteration 52Q: 3 clusters Score -1.917627e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -19176394.000000 Penalty: 5884.410156
	Iteration 53Q: 3 clusters Score -1.917639e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -19176438.000000 Penalty: 5884.410156
	Iteration 54Q: 3 clusters Score -1.917644e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -19176422.000000 Penalty: 5884.410156
	Iteration 55Q: 3 clusters Score -1.917642e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -19176390.000000 Penalty: 5884.410156
	Iteration 56Q: 3 clusters Score -1.917639e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -19176392.000000 Penalty: 5884.410156
	Iteration 57Q: 3 clusters Score -1.917639e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 137473 members 
Entering Unmasked Estep 
Score: -19176402.000000 Penalty: 5884.410156
	Iteration 58Q: 3 clusters Score -1.91764e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 137550 members 
Entering Unmasked Estep 
Score: -19176406.000000 Penalty: 5884.410156
	Iteration 59Q: 3 clusters Score -1.917641e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 137631 members 
Entering Unmasked Estep 
Score: -19176418.000000 Penalty: 5884.410156
	Iteration 60F: 3 clusters Score -1.917642e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -19176448.000000 Penalty: 5884.410156
	Iteration 61Q: 3 clusters Score -1.917645e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 137814 members 
Entering Unmasked Estep 
Score: -19176458.000000 Penalty: 5884.410156
	Iteration 62Q: 3 clusters Score -1.917646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -19176454.000000 Penalty: 5884.410156
	Iteration 63Q: 3 clusters Score -1.917645e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -19176490.000000 Penalty: 5884.410156
	Iteration 64Q: 3 clusters Score -1.917649e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -19176516.000000 Penalty: 5884.410156
	Iteration 65Q: 3 clusters Score -1.917652e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 138152 members 
Entering Unmasked Estep 
Score: -19176540.000000 Penalty: 5884.410156
	Iteration 66Q: 3 clusters Score -1.917654e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 138233 members 
Entering Unmasked Estep 
Score: -19176566.000000 Penalty: 5884.410156
	Iteration 67Q: 3 clusters Score -1.917657e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 138307 members 
Entering Unmasked Estep 
Score: -19176566.000000 Penalty: 5884.410156
	Iteration 68Q: 3 clusters Score -1.917657e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -19176582.000000 Penalty: 5884.410156
	Iteration 69Q: 3 clusters Score -1.917658e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 138428 members 
Entering Unmasked Estep 
Score: -19176586.000000 Penalty: 5884.410156
	Iteration 70Q: 3 clusters Score -1.917659e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -19176588.000000 Penalty: 5884.410156
	Iteration 71Q: 3 clusters Score -1.917659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -19176596.000000 Penalty: 5884.410156
	Iteration 72Q: 3 clusters Score -1.91766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 138509 members 
Entering Unmasked Estep 
Score: -19176592.000000 Penalty: 5884.410156
	Iteration 73Q: 3 clusters Score -1.917659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 138535 members 
Entering Unmasked Estep 
Score: -19176614.000000 Penalty: 5884.410156
	Iteration 74Q: 3 clusters Score -1.917661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 138555 members 
Entering Unmasked Estep 
Score: -19176598.000000 Penalty: 5884.410156
	Iteration 75Q: 3 clusters Score -1.91766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -19176608.000000 Penalty: 5884.410156
	Iteration 76Q: 3 clusters Score -1.917661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -19176604.000000 Penalty: 5884.410156
	Iteration 77Q: 3 clusters Score -1.91766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 138594 members 
Entering Unmasked Estep 
Score: -19176614.000000 Penalty: 5884.410156
	Iteration 78Q: 3 clusters Score -1.917661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -19176626.000000 Penalty: 5884.410156
	Iteration 79Q: 3 clusters Score -1.917663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 138614 members 
Entering Unmasked Estep 
Score: -19176612.000000 Penalty: 5884.410156
	Iteration 80F: 3 clusters Score -1.917661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 138627 members 
Entering Unmasked Estep 
Score: -19176622.000000 Penalty: 5884.410156
	Iteration 81Q: 3 clusters Score -1.917662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 138635 members 
Entering Unmasked Estep 
Score: -19176640.000000 Penalty: 5884.410156
	Iteration 82Q: 3 clusters Score -1.917664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 138644 members 
Entering Unmasked Estep 
Score: -19176628.000000 Penalty: 5884.410156
	Iteration 83Q: 3 clusters Score -1.917663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 138652 members 
Entering Unmasked Estep 
Score: -19176636.000000 Penalty: 5884.410156
	Iteration 84Q: 3 clusters Score -1.917664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 138661 members 
Entering Unmasked Estep 
Score: -19176644.000000 Penalty: 5884.410156
	Iteration 85Q: 3 clusters Score -1.917664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 138675 members 
Entering Unmasked Estep 
Score: -19176646.000000 Penalty: 5884.410156
	Iteration 86Q: 3 clusters Score -1.917665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 138686 members 
Entering Unmasked Estep 
Score: -19176634.000000 Penalty: 5884.410156
	Iteration 87Q: 3 clusters Score -1.917663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -19176652.000000 Penalty: 5884.410156
	Iteration 88Q: 3 clusters Score -1.917665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -19176664.000000 Penalty: 5884.410156
	Iteration 89Q: 3 clusters Score -1.917666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 138713 members 
Entering Unmasked Estep 
Score: -19176660.000000 Penalty: 5884.410156
	Iteration 90Q: 3 clusters Score -1.917666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -19176664.000000 Penalty: 5884.410156
	Iteration 91Q: 3 clusters Score -1.917666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 138719 members 
Entering Unmasked Estep 
Score: -19176668.000000 Penalty: 5884.410156
	Iteration 92Q: 3 clusters Score -1.917667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 138719 members 
Entering Unmasked Estep 
Score: -19176668.000000 Penalty: 5884.410156
	Iteration 93F: 3 clusters Score -1.917667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Entering Unmasked Estep 
Score: -10638583.000000 Penalty: 2794.371094
	Iteration 0F: 2 clusters Score -1.063858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -10586075.000000 Penalty: 5588.742188
	Iteration 0F: 3 clusters Score -1.058608e+07 nChanged 36815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -10607203.000000 Penalty: 5588.742188
	Iteration 1F: 3 clusters Score -1.06072e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -10608176.000000 Penalty: 5588.742188
	Iteration 2Q: 3 clusters Score -1.060818e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -10609499.000000 Penalty: 5588.742188
	Iteration 3Q: 3 clusters Score -1.06095e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -10611366.000000 Penalty: 5588.742188
	Iteration 4Q: 3 clusters Score -1.061137e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -10613752.000000 Penalty: 5588.742188
	Iteration 5F: 3 clusters Score -1.061375e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -10617123.000000 Penalty: 5588.742188
	Iteration 6F: 3 clusters Score -1.061712e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -10621069.000000 Penalty: 5588.742188
	Iteration 7F: 3 clusters Score -1.062107e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -10624400.000000 Penalty: 5588.742188
	Iteration 8F: 3 clusters Score -1.06244e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -10626873.000000 Penalty: 5588.742188
	Iteration 9Q: 3 clusters Score -1.062687e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -10628119.000000 Penalty: 5588.742188
	Iteration 10Q: 3 clusters Score -1.062812e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -10628835.000000 Penalty: 5588.742188
	Iteration 11Q: 3 clusters Score -1.062884e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -10629230.000000 Penalty: 5588.742188
	Iteration 12Q: 3 clusters Score -1.062923e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -10629689.000000 Penalty: 5588.742188
	Iteration 13Q: 3 clusters Score -1.062969e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -10630180.000000 Penalty: 5588.742188
	Iteration 14Q: 3 clusters Score -1.063018e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -10630568.000000 Penalty: 5588.742188
	Iteration 15Q: 3 clusters Score -1.063057e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -10630913.000000 Penalty: 5588.742188
	Iteration 16Q: 3 clusters Score -1.063091e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -10631365.000000 Penalty: 5588.742188
	Iteration 17Q: 3 clusters Score -1.063136e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -10631796.000000 Penalty: 5588.742188
	Iteration 18Q: 3 clusters Score -1.06318e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -10632147.000000 Penalty: 5588.742188
	Iteration 19Q: 3 clusters Score -1.063215e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -10632585.000000 Penalty: 5588.742188
	Iteration 20F: 3 clusters Score -1.063258e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -10632943.000000 Penalty: 5588.742188
	Iteration 21Q: 3 clusters Score -1.063294e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -10633206.000000 Penalty: 5588.742188
	Iteration 22Q: 3 clusters Score -1.063321e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -10633540.000000 Penalty: 5588.742188
	Iteration 23Q: 3 clusters Score -1.063354e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -10633844.000000 Penalty: 5588.742188
	Iteration 24Q: 3 clusters Score -1.063384e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -10634095.000000 Penalty: 5588.742188
	Iteration 25Q: 3 clusters Score -1.06341e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -10634408.000000 Penalty: 5588.742188
	Iteration 26Q: 3 clusters Score -1.063441e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -10634678.000000 Penalty: 5588.742188
	Iteration 27Q: 3 clusters Score -1.063468e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -10634937.000000 Penalty: 5588.742188
	Iteration 28Q: 3 clusters Score -1.063494e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -10635106.000000 Penalty: 5588.742188
	Iteration 29Q: 3 clusters Score -1.063511e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -10635337.000000 Penalty: 5588.742188
	Iteration 30Q: 3 clusters Score -1.063534e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -10635530.000000 Penalty: 5588.742188
	Iteration 31Q: 3 clusters Score -1.063553e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -10635677.000000 Penalty: 5588.742188
	Iteration 32Q: 3 clusters Score -1.063568e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -10635810.000000 Penalty: 5588.742188
	Iteration 33Q: 3 clusters Score -1.063581e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -10635968.000000 Penalty: 5588.742188
	Iteration 34Q: 3 clusters Score -1.063597e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -10636051.000000 Penalty: 5588.742188
	Iteration 35Q: 3 clusters Score -1.063605e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -10636112.000000 Penalty: 5588.742188
	Iteration 36Q: 3 clusters Score -1.063611e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -10636147.000000 Penalty: 5588.742188
	Iteration 37Q: 3 clusters Score -1.063615e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -10636181.000000 Penalty: 5588.742188
	Iteration 38Q: 3 clusters Score -1.063618e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -10636227.000000 Penalty: 5588.742188
	Iteration 39Q: 3 clusters Score -1.063623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -10636260.000000 Penalty: 5588.742188
	Iteration 40F: 3 clusters Score -1.063626e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -10636262.000000 Penalty: 5588.742188
	Iteration 41Q: 3 clusters Score -1.063626e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -10636308.000000 Penalty: 5588.742188
	Iteration 42Q: 3 clusters Score -1.063631e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -10636311.000000 Penalty: 5588.742188
	Iteration 43Q: 3 clusters Score -1.063631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -10636324.000000 Penalty: 5588.742188
	Iteration 44Q: 3 clusters Score -1.063632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -10636335.000000 Penalty: 5588.742188
	Iteration 45Q: 3 clusters Score -1.063634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -10636360.000000 Penalty: 5588.742188
	Iteration 46Q: 3 clusters Score -1.063636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -10636391.000000 Penalty: 5588.742188
	Iteration 47Q: 3 clusters Score -1.063639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -10636402.000000 Penalty: 5588.742188
	Iteration 48Q: 3 clusters Score -1.06364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -10636413.000000 Penalty: 5588.742188
	Iteration 49Q: 3 clusters Score -1.063641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -10636424.000000 Penalty: 5588.742188
	Iteration 50Q: 3 clusters Score -1.063642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -10636420.000000 Penalty: 5588.742188
	Iteration 51Q: 3 clusters Score -1.063642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -10636441.000000 Penalty: 5588.742188
	Iteration 52Q: 3 clusters Score -1.063644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -10636429.000000 Penalty: 5588.742188
	Iteration 53Q: 3 clusters Score -1.063643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -10636440.000000 Penalty: 5588.742188
	Iteration 54Q: 3 clusters Score -1.063644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -10636423.000000 Penalty: 5588.742188
	Iteration 55Q: 3 clusters Score -1.063642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -10636419.000000 Penalty: 5588.742188
	Iteration 56Q: 3 clusters Score -1.063642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -10636427.000000 Penalty: 5588.742188
	Iteration 57Q: 3 clusters Score -1.063643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -10636435.000000 Penalty: 5588.742188
	Iteration 58Q: 3 clusters Score -1.063644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -10636435.000000 Penalty: 5588.742188
	Iteration 59Q: 3 clusters Score -1.063644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -10636441.000000 Penalty: 5588.742188
	Iteration 60F: 3 clusters Score -1.063644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -10636444.000000 Penalty: 5588.742188
	Iteration 61Q: 3 clusters Score -1.063644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -10636444.000000 Penalty: 5588.742188
	Iteration 62Q: 3 clusters Score -1.063644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -10636435.000000 Penalty: 5588.742188
	Iteration 63Q: 3 clusters Score -1.063644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -10636431.000000 Penalty: 5588.742188
	Iteration 64Q: 3 clusters Score -1.063643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -10636434.000000 Penalty: 5588.742188
	Iteration 65Q: 3 clusters Score -1.063643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -10636438.000000 Penalty: 5588.742188
	Iteration 66Q: 3 clusters Score -1.063644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -10636440.000000 Penalty: 5588.742188
	Iteration 67Q: 3 clusters Score -1.063644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10636436.000000 Penalty: 5588.742188
	Iteration 68Q: 3 clusters Score -1.063644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -10636450.000000 Penalty: 5588.742188
	Iteration 69Q: 3 clusters Score -1.063645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -10636446.000000 Penalty: 5588.742188
	Iteration 70Q: 3 clusters Score -1.063645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -10636444.000000 Penalty: 5588.742188
	Iteration 71Q: 3 clusters Score -1.063644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -10636445.000000 Penalty: 5588.742188
	Iteration 72Q: 3 clusters Score -1.063644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -10636436.000000 Penalty: 5588.742188
	Iteration 73Q: 3 clusters Score -1.063644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -10636433.000000 Penalty: 5588.742188
	Iteration 74Q: 3 clusters Score -1.063643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -10636437.000000 Penalty: 5588.742188
	Iteration 75Q: 3 clusters Score -1.063644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -10636434.000000 Penalty: 5588.742188
	Iteration 76Q: 3 clusters Score -1.063643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -10636430.000000 Penalty: 5588.742188
	Iteration 77Q: 3 clusters Score -1.063643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -10636430.000000 Penalty: 5588.742188
	Iteration 78Q: 3 clusters Score -1.063643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -10636439.000000 Penalty: 5588.742188
	Iteration 79Q: 3 clusters Score -1.063644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -10636439.000000 Penalty: 5588.742188
	Iteration 80F: 3 clusters Score -1.063644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 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 229 members 
Entering Unmasked Estep 
Score: -50288.414062 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50288.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50511.214844 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50511.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50577.308594 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -50577.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50603.382812 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50603.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50623.792969 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50623.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50631.949219 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50631.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50634.519531 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50634.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50634.519531 Penalty: 3005.324951
	Iteration 7F: 3 clusters Score -50634.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 138 members 
Entering Unmasked Estep 
Score: -31108.919922 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31108.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31237.591797 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31237.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31266.509766 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -31266.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31289.402344 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31321.980469 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31321.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31348.498047 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31360.882812 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -31360.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31364.189453 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -31364.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31364.189453 Penalty: 2805.372070
	Iteration 8F: 3 clusters Score -31364.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Entering Unmasked Estep 
Score: -1050737.500000 Penalty: 2231.660645
	Iteration 0F: 2 clusters Score -1050738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1044307.562500 Penalty: 4463.321289
	Iteration 0F: 3 clusters Score -1044308 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1046071.437500 Penalty: 4463.321289
	Iteration 1F: 3 clusters Score -1046071 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1046339.625000 Penalty: 4463.321289
	Iteration 2F: 3 clusters Score -1046340 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1046523.250000 Penalty: 4463.321289
	Iteration 3Q: 3 clusters Score -1046523 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1046659.750000 Penalty: 4463.321289
	Iteration 4Q: 3 clusters Score -1046660 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1046780.562500 Penalty: 4463.321289
	Iteration 5Q: 3 clusters Score -1046781 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1046880.562500 Penalty: 4463.321289
	Iteration 6Q: 3 clusters Score -1046881 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1046966.250000 Penalty: 4463.321289
	Iteration 7Q: 3 clusters Score -1046966 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1047056.000000 Penalty: 4463.321289
	Iteration 8Q: 3 clusters Score -1047056 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1047135.625000 Penalty: 4463.321289
	Iteration 9Q: 3 clusters Score -1047136 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1047199.062500 Penalty: 4463.321289
	Iteration 10Q: 3 clusters Score -1047199 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1047255.125000 Penalty: 4463.321289
	Iteration 11Q: 3 clusters Score -1047255 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1047314.875000 Penalty: 4463.321289
	Iteration 12Q: 3 clusters Score -1047315 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1047374.125000 Penalty: 4463.321289
	Iteration 13Q: 3 clusters Score -1047374 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1047420.875000 Penalty: 4463.321289
	Iteration 14Q: 3 clusters Score -1047421 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1047480.062500 Penalty: 4463.321289
	Iteration 15Q: 3 clusters Score -1047480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1047536.687500 Penalty: 4463.321289
	Iteration 16Q: 3 clusters Score -1047537 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1047605.812500 Penalty: 4463.321289
	Iteration 17Q: 3 clusters Score -1047606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1047677.687500 Penalty: 4463.321289
	Iteration 18Q: 3 clusters Score -1047678 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1047742.062500 Penalty: 4463.321289
	Iteration 19Q: 3 clusters Score -1047742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1047817.187500 Penalty: 4463.321289
	Iteration 20F: 3 clusters Score -1047817 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1047881.812500 Penalty: 4463.321289
	Iteration 21Q: 3 clusters Score -1047882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1047947.812500 Penalty: 4463.321289
	Iteration 22Q: 3 clusters Score -1047948 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1048016.187500 Penalty: 4463.321289
	Iteration 23Q: 3 clusters Score -1048016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1048080.625000 Penalty: 4463.321289
	Iteration 24Q: 3 clusters Score -1048081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1048142.750000 Penalty: 4463.321289
	Iteration 25Q: 3 clusters Score -1048143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1048191.750000 Penalty: 4463.321289
	Iteration 26Q: 3 clusters Score -1048192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1048240.000000 Penalty: 4463.321289
	Iteration 27Q: 3 clusters Score -1048240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1048312.312500 Penalty: 4463.321289
	Iteration 28Q: 3 clusters Score -1048312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1048393.625000 Penalty: 4463.321289
	Iteration 29Q: 3 clusters Score -1048394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1048463.000000 Penalty: 4463.321289
	Iteration 30Q: 3 clusters Score -1048463 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1048539.437500 Penalty: 4463.321289
	Iteration 31Q: 3 clusters Score -1048539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1048606.875000 Penalty: 4463.321289
	Iteration 32Q: 3 clusters Score -1048607 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1048667.500000 Penalty: 4463.321289
	Iteration 33Q: 3 clusters Score -1048668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1048720.500000 Penalty: 4463.321289
	Iteration 34Q: 3 clusters Score -1048720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1048754.000000 Penalty: 4463.321289
	Iteration 35Q: 3 clusters Score -1048754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1048777.875000 Penalty: 4463.321289
	Iteration 36Q: 3 clusters Score -1048778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1048803.000000 Penalty: 4463.321289
	Iteration 37Q: 3 clusters Score -1048803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1048817.125000 Penalty: 4463.321289
	Iteration 38Q: 3 clusters Score -1048817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1048832.250000 Penalty: 4463.321289
	Iteration 39Q: 3 clusters Score -1048832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1048845.375000 Penalty: 4463.321289
	Iteration 40F: 3 clusters Score -1048845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1048865.000000 Penalty: 4463.321289
	Iteration 41Q: 3 clusters Score -1048865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1048885.750000 Penalty: 4463.321289
	Iteration 42Q: 3 clusters Score -1048886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1048906.625000 Penalty: 4463.321289
	Iteration 43Q: 3 clusters Score -1048907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1048927.000000 Penalty: 4463.321289
	Iteration 44Q: 3 clusters Score -1048927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1048943.000000 Penalty: 4463.321289
	Iteration 45Q: 3 clusters Score -1048943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1048960.250000 Penalty: 4463.321289
	Iteration 46Q: 3 clusters Score -1048960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1048973.125000 Penalty: 4463.321289
	Iteration 47Q: 3 clusters Score -1048973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1048983.375000 Penalty: 4463.321289
	Iteration 48Q: 3 clusters Score -1048983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1048994.125000 Penalty: 4463.321289
	Iteration 49Q: 3 clusters Score -1048994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1048996.000000 Penalty: 4463.321289
	Iteration 50Q: 3 clusters Score -1048996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1049002.750000 Penalty: 4463.321289
	Iteration 51Q: 3 clusters Score -1049003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1049011.750000 Penalty: 4463.321289
	Iteration 52Q: 3 clusters Score -1049012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1049016.500000 Penalty: 4463.321289
	Iteration 53Q: 3 clusters Score -1049016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1049021.250000 Penalty: 4463.321289
	Iteration 54Q: 3 clusters Score -1049021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1049025.625000 Penalty: 4463.321289
	Iteration 55Q: 3 clusters Score -1049026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1049033.375000 Penalty: 4463.321289
	Iteration 56Q: 3 clusters Score -1049033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1049042.875000 Penalty: 4463.321289
	Iteration 57Q: 3 clusters Score -1049043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1049055.250000 Penalty: 4463.321289
	Iteration 58Q: 3 clusters Score -1049055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1049057.625000 Penalty: 4463.321289
	Iteration 59Q: 3 clusters Score -1049058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1049060.250000 Penalty: 4463.321289
	Iteration 60F: 3 clusters Score -1049060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1049064.750000 Penalty: 4463.321289
	Iteration 61Q: 3 clusters Score -1049065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1049068.000000 Penalty: 4463.321289
	Iteration 62Q: 3 clusters Score -1049068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1049067.750000 Penalty: 4463.321289
	Iteration 63Q: 3 clusters Score -1049068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1049067.750000 Penalty: 4463.321289
	Iteration 64F: 3 clusters Score -1049068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -48636.867188 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -48636.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47392.230469 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -47392.23 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47851.910156 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -47851.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48413.382812 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -48413.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48828.011719 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -48828.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49019.820312 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -49019.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49019.820312 Penalty: 3088.362305
	Iteration 5F: 3 clusters Score -49019.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41606 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 142021 members 
Mstep: Class 13 contains 78247 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 80 members 
Mstep: Class 18 contains 166251 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158974 members 
Mstep: Class 22 contains 32220 members 
Mstep: Class 23 contains 170289 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 426 members 
Entering Unmasked Estep 
Score: -126426720.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126428136.000000 to -126426720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (166251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166251 members 
Entering Unmasked Estep 
Score: -22521446.000000 Penalty: 2981.270996
	Iteration 0F: 2 clusters Score -2.252145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -22414556.000000 Penalty: 5962.541992
	Iteration 0F: 3 clusters Score -2.241456e+07 nChanged 79835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -22461708.000000 Penalty: 5962.541992
	Iteration 1F: 3 clusters Score -2.246171e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -22463306.000000 Penalty: 5962.541992
	Iteration 2Q: 3 clusters Score -2.246331e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -22465776.000000 Penalty: 5962.541992
	Iteration 3Q: 3 clusters Score -2.246578e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -22469668.000000 Penalty: 5962.541992
	Iteration 4Q: 3 clusters Score -2.246967e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -22476314.000000 Penalty: 5962.541992
	Iteration 5F: 3 clusters Score -2.247631e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -22485972.000000 Penalty: 5962.541992
	Iteration 6F: 3 clusters Score -2.248597e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -22496074.000000 Penalty: 5962.541992
	Iteration 7F: 3 clusters Score -2.249607e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -22504434.000000 Penalty: 5962.541992
	Iteration 8F: 3 clusters Score -2.250443e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -22510002.000000 Penalty: 5962.541992
	Iteration 9Q: 3 clusters Score -2.251e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -22513420.000000 Penalty: 5962.541992
	Iteration 10Q: 3 clusters Score -2.251342e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -22515696.000000 Penalty: 5962.541992
	Iteration 11Q: 3 clusters Score -2.25157e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154208 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -22517206.000000 Penalty: 5962.541992
	Iteration 12Q: 3 clusters Score -2.251721e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -22518328.000000 Penalty: 5962.541992
	Iteration 13Q: 3 clusters Score -2.251833e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155847 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -22519030.000000 Penalty: 5962.541992
	Iteration 14Q: 3 clusters Score -2.251903e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -22519336.000000 Penalty: 5962.541992
	Iteration 15Q: 3 clusters Score -2.251934e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -22519488.000000 Penalty: 5962.541992
	Iteration 16Q: 3 clusters Score -2.251949e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156650 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -22519642.000000 Penalty: 5962.541992
	Iteration 17Q: 3 clusters Score -2.251964e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -22519726.000000 Penalty: 5962.541992
	Iteration 18Q: 3 clusters Score -2.251973e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -22519802.000000 Penalty: 5962.541992
	Iteration 19Q: 3 clusters Score -2.25198e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -22519808.000000 Penalty: 5962.541992
	Iteration 20F: 3 clusters Score -2.251981e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -22519822.000000 Penalty: 5962.541992
	Iteration 21Q: 3 clusters Score -2.251982e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -22519860.000000 Penalty: 5962.541992
	Iteration 22Q: 3 clusters Score -2.251986e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -22519896.000000 Penalty: 5962.541992
	Iteration 23Q: 3 clusters Score -2.25199e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156910 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -22519942.000000 Penalty: 5962.541992
	Iteration 24Q: 3 clusters Score -2.251994e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -22519998.000000 Penalty: 5962.541992
	Iteration 25Q: 3 clusters Score -2.252e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -22519998.000000 Penalty: 5962.541992
	Iteration 26Q: 3 clusters Score -2.252e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -22520046.000000 Penalty: 5962.541992
	Iteration 27Q: 3 clusters Score -2.252005e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -22520104.000000 Penalty: 5962.541992
	Iteration 28Q: 3 clusters Score -2.25201e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -22520090.000000 Penalty: 5962.541992
	Iteration 29Q: 3 clusters Score -2.252009e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156781 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -22520102.000000 Penalty: 5962.541992
	Iteration 30Q: 3 clusters Score -2.25201e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -22520134.000000 Penalty: 5962.541992
	Iteration 31Q: 3 clusters Score -2.252013e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -22520166.000000 Penalty: 5962.541992
	Iteration 32Q: 3 clusters Score -2.252017e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156679 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -22520180.000000 Penalty: 5962.541992
	Iteration 33Q: 3 clusters Score -2.252018e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156655 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -22520186.000000 Penalty: 5962.541992
	Iteration 34Q: 3 clusters Score -2.252019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -22520206.000000 Penalty: 5962.541992
	Iteration 35Q: 3 clusters Score -2.252021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -22520204.000000 Penalty: 5962.541992
	Iteration 36Q: 3 clusters Score -2.25202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156593 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -22520210.000000 Penalty: 5962.541992
	Iteration 37Q: 3 clusters Score -2.252021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156574 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -22520220.000000 Penalty: 5962.541992
	Iteration 38Q: 3 clusters Score -2.252022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -22520196.000000 Penalty: 5962.541992
	Iteration 39Q: 3 clusters Score -2.25202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156516 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -22520230.000000 Penalty: 5962.541992
	Iteration 40F: 3 clusters Score -2.252023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -22520242.000000 Penalty: 5962.541992
	Iteration 41Q: 3 clusters Score -2.252024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -22520272.000000 Penalty: 5962.541992
	Iteration 42Q: 3 clusters Score -2.252027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -22520272.000000 Penalty: 5962.541992
	Iteration 43Q: 3 clusters Score -2.252027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -22520282.000000 Penalty: 5962.541992
	Iteration 44Q: 3 clusters Score -2.252028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -22520276.000000 Penalty: 5962.541992
	Iteration 45Q: 3 clusters Score -2.252028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -22520296.000000 Penalty: 5962.541992
	Iteration 46Q: 3 clusters Score -2.25203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -22520274.000000 Penalty: 5962.541992
	Iteration 47Q: 3 clusters Score -2.252027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -22520268.000000 Penalty: 5962.541992
	Iteration 48Q: 3 clusters Score -2.252027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -22520278.000000 Penalty: 5962.541992
	Iteration 49Q: 3 clusters Score -2.252028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -22520266.000000 Penalty: 5962.541992
	Iteration 50Q: 3 clusters Score -2.252027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -22520268.000000 Penalty: 5962.541992
	Iteration 51Q: 3 clusters Score -2.252027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -22520280.000000 Penalty: 5962.541992
	Iteration 52Q: 3 clusters Score -2.252028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -22520280.000000 Penalty: 5962.541992
	Iteration 53Q: 3 clusters Score -2.252028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -22520294.000000 Penalty: 5962.541992
	Iteration 54Q: 3 clusters Score -2.252029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -22520310.000000 Penalty: 5962.541992
	Iteration 55Q: 3 clusters Score -2.252031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -22520312.000000 Penalty: 5962.541992
	Iteration 56Q: 3 clusters Score -2.252031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -22520312.000000 Penalty: 5962.541992
	Iteration 57Q: 3 clusters Score -2.252031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -22520310.000000 Penalty: 5962.541992
	Iteration 58Q: 3 clusters Score -2.252031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -22520306.000000 Penalty: 5962.541992
	Iteration 59Q: 3 clusters Score -2.252031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156327 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -22520312.000000 Penalty: 5962.541992
	Iteration 60F: 3 clusters Score -2.252031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156328 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -22520312.000000 Penalty: 5962.541992
	Iteration 61Q: 3 clusters Score -2.252031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156328 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -22520312.000000 Penalty: 5962.541992
	Iteration 62F: 3 clusters Score -2.252031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -53975.128906 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -53975.13 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 210 members 
Entering Unmasked Estep 
Score: -52536.210938 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -52536.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52674.617188 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -52674.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52700.277344 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -52700.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52712.843750 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -52712.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52721.281250 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -52721.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52725.945312 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -52725.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52734.246094 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -52734.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52741.164062 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -52741.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52741.164062 Penalty: 3000.667969
	Iteration 8F: 3 clusters Score -52741.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31818.140625 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31818.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31984.527344 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31984.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32086.355469 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32086.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32121.236328 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32121.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32133.224609 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32133.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32154.541016 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32154.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32161.234375 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32161.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32162.119141 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32162.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32162.119141 Penalty: 2827.420166
	Iteration 8F: 3 clusters Score -32162.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158974 members 
Entering Unmasked Estep 
Score: -21603414.000000 Penalty: 2970.170898
	Iteration 0F: 2 clusters Score -2.160341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -21497960.000000 Penalty: 5940.341797
	Iteration 0F: 3 clusters Score -2.149796e+07 nChanged 76298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -21542554.000000 Penalty: 5940.341797
	Iteration 1F: 3 clusters Score -2.154255e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -21543662.000000 Penalty: 5940.341797
	Iteration 2Q: 3 clusters Score -2.154366e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -21545114.000000 Penalty: 5940.341797
	Iteration 3Q: 3 clusters Score -2.154511e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -21547282.000000 Penalty: 5940.341797
	Iteration 4Q: 3 clusters Score -2.154728e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -21550696.000000 Penalty: 5940.341797
	Iteration 5Q: 3 clusters Score -2.15507e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -21556200.000000 Penalty: 5940.341797
	Iteration 6F: 3 clusters Score -2.15562e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -21563992.000000 Penalty: 5940.341797
	Iteration 7F: 3 clusters Score -2.156399e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -21573078.000000 Penalty: 5940.341797
	Iteration 8F: 3 clusters Score -2.157308e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -21581236.000000 Penalty: 5940.341797
	Iteration 9F: 3 clusters Score -2.158124e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -21586756.000000 Penalty: 5940.341797
	Iteration 10Q: 3 clusters Score -2.158676e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 126801 members 
Entering Unmasked Estep 
Score: -21589640.000000 Penalty: 5940.341797
	Iteration 11Q: 3 clusters Score -2.158964e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 128812 members 
Entering Unmasked Estep 
Score: -21591006.000000 Penalty: 5940.341797
	Iteration 12Q: 3 clusters Score -2.159101e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -21591994.000000 Penalty: 5940.341797
	Iteration 13Q: 3 clusters Score -2.159199e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -21592912.000000 Penalty: 5940.341797
	Iteration 14Q: 3 clusters Score -2.159291e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 133844 members 
Entering Unmasked Estep 
Score: -21593588.000000 Penalty: 5940.341797
	Iteration 15Q: 3 clusters Score -2.159359e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -21594294.000000 Penalty: 5940.341797
	Iteration 16Q: 3 clusters Score -2.159429e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 136876 members 
Entering Unmasked Estep 
Score: -21594952.000000 Penalty: 5940.341797
	Iteration 17Q: 3 clusters Score -2.159495e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -21595552.000000 Penalty: 5940.341797
	Iteration 18Q: 3 clusters Score -2.159555e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 139645 members 
Entering Unmasked Estep 
Score: -21596050.000000 Penalty: 5940.341797
	Iteration 19Q: 3 clusters Score -2.159605e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 140906 members 
Entering Unmasked Estep 
Score: -21596530.000000 Penalty: 5940.341797
	Iteration 20F: 3 clusters Score -2.159653e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -21596898.000000 Penalty: 5940.341797
	Iteration 21Q: 3 clusters Score -2.15969e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 143362 members 
Entering Unmasked Estep 
Score: -21597366.000000 Penalty: 5940.341797
	Iteration 22Q: 3 clusters Score -2.159737e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -21597778.000000 Penalty: 5940.341797
	Iteration 23Q: 3 clusters Score -2.159778e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 145721 members 
Entering Unmasked Estep 
Score: -21598112.000000 Penalty: 5940.341797
	Iteration 24Q: 3 clusters Score -2.159811e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -21598434.000000 Penalty: 5940.341797
	Iteration 25Q: 3 clusters Score -2.159843e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -21598744.000000 Penalty: 5940.341797
	Iteration 26Q: 3 clusters Score -2.159874e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -21599088.000000 Penalty: 5940.341797
	Iteration 27Q: 3 clusters Score -2.159909e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 149721 members 
Entering Unmasked Estep 
Score: -21599376.000000 Penalty: 5940.341797
	Iteration 28Q: 3 clusters Score -2.159938e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 150554 members 
Entering Unmasked Estep 
Score: -21599596.000000 Penalty: 5940.341797
	Iteration 29Q: 3 clusters Score -2.15996e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -21599762.000000 Penalty: 5940.341797
	Iteration 30Q: 3 clusters Score -2.159976e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -21599848.000000 Penalty: 5940.341797
	Iteration 31Q: 3 clusters Score -2.159985e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -21600054.000000 Penalty: 5940.341797
	Iteration 32Q: 3 clusters Score -2.160005e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -21600228.000000 Penalty: 5940.341797
	Iteration 33Q: 3 clusters Score -2.160023e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -21600336.000000 Penalty: 5940.341797
	Iteration 34Q: 3 clusters Score -2.160034e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -21600428.000000 Penalty: 5940.341797
	Iteration 35Q: 3 clusters Score -2.160043e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 154734 members 
Entering Unmasked Estep 
Score: -21600560.000000 Penalty: 5940.341797
	Iteration 36Q: 3 clusters Score -2.160056e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -21600702.000000 Penalty: 5940.341797
	Iteration 37Q: 3 clusters Score -2.16007e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -21600736.000000 Penalty: 5940.341797
	Iteration 38Q: 3 clusters Score -2.160074e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -21600736.000000 Penalty: 5940.341797
	Iteration 39Q: 3 clusters Score -2.160074e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -21600804.000000 Penalty: 5940.341797
	Iteration 40F: 3 clusters Score -2.16008e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -21600862.000000 Penalty: 5940.341797
	Iteration 41Q: 3 clusters Score -2.160086e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -21600908.000000 Penalty: 5940.341797
	Iteration 42Q: 3 clusters Score -2.160091e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 156566 members 
Entering Unmasked Estep 
Score: -21600984.000000 Penalty: 5940.341797
	Iteration 43Q: 3 clusters Score -2.160098e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 156710 members 
Entering Unmasked Estep 
Score: -21601002.000000 Penalty: 5940.341797
	Iteration 44Q: 3 clusters Score -2.1601e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -21601014.000000 Penalty: 5940.341797
	Iteration 45Q: 3 clusters Score -2.160101e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -21601004.000000 Penalty: 5940.341797
	Iteration 46Q: 3 clusters Score -2.1601e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -21601014.000000 Penalty: 5940.341797
	Iteration 47Q: 3 clusters Score -2.160101e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -21601030.000000 Penalty: 5940.341797
	Iteration 48Q: 3 clusters Score -2.160103e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -21601048.000000 Penalty: 5940.341797
	Iteration 49Q: 3 clusters Score -2.160105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21601048.000000 Penalty: 5940.341797
	Iteration 50Q: 3 clusters Score -2.160105e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 157258 members 
Entering Unmasked Estep 
Score: -21601040.000000 Penalty: 5940.341797
	Iteration 51Q: 3 clusters Score -2.160104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -21601044.000000 Penalty: 5940.341797
	Iteration 52Q: 3 clusters Score -2.160104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 157344 members 
Entering Unmasked Estep 
Score: -21601032.000000 Penalty: 5940.341797
	Iteration 53Q: 3 clusters Score -2.160103e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -21601044.000000 Penalty: 5940.341797
	Iteration 54Q: 3 clusters Score -2.160104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -21601062.000000 Penalty: 5940.341797
	Iteration 55Q: 3 clusters Score -2.160106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21601034.000000 Penalty: 5940.341797
	Iteration 56Q: 3 clusters Score -2.160103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -21601048.000000 Penalty: 5940.341797
	Iteration 57Q: 3 clusters Score -2.160105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 157488 members 
Entering Unmasked Estep 
Score: -21601064.000000 Penalty: 5940.341797
	Iteration 58Q: 3 clusters Score -2.160106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 157506 members 
Entering Unmasked Estep 
Score: -21601050.000000 Penalty: 5940.341797
	Iteration 59Q: 3 clusters Score -2.160105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -21601060.000000 Penalty: 5940.341797
	Iteration 60F: 3 clusters Score -2.160106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -21601074.000000 Penalty: 5940.341797
	Iteration 61Q: 3 clusters Score -2.160107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -21601072.000000 Penalty: 5940.341797
	Iteration 62Q: 3 clusters Score -2.160107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -21601074.000000 Penalty: 5940.341797
	Iteration 63Q: 3 clusters Score -2.160107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 157570 members 
Entering Unmasked Estep 
Score: -21601084.000000 Penalty: 5940.341797
	Iteration 64Q: 3 clusters Score -2.160108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 157579 members 
Entering Unmasked Estep 
Score: -21601096.000000 Penalty: 5940.341797
	Iteration 65Q: 3 clusters Score -2.16011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 157591 members 
Entering Unmasked Estep 
Score: -21601106.000000 Penalty: 5940.341797
	Iteration 66Q: 3 clusters Score -2.160111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 157608 members 
Entering Unmasked Estep 
Score: -21601110.000000 Penalty: 5940.341797
	Iteration 67Q: 3 clusters Score -2.160111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 157620 members 
Entering Unmasked Estep 
Score: -21601124.000000 Penalty: 5940.341797
	Iteration 68Q: 3 clusters Score -2.160112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -21601116.000000 Penalty: 5940.341797
	Iteration 69Q: 3 clusters Score -2.160112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -21601114.000000 Penalty: 5940.341797
	Iteration 70Q: 3 clusters Score -2.160111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157635 members 
Entering Unmasked Estep 
Score: -21601130.000000 Penalty: 5940.341797
	Iteration 71Q: 3 clusters Score -2.160113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -21601122.000000 Penalty: 5940.341797
	Iteration 72Q: 3 clusters Score -2.160112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -21601120.000000 Penalty: 5940.341797
	Iteration 73Q: 3 clusters Score -2.160112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 157662 members 
Entering Unmasked Estep 
Score: -21601108.000000 Penalty: 5940.341797
	Iteration 74Q: 3 clusters Score -2.160111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -21601102.000000 Penalty: 5940.341797
	Iteration 75Q: 3 clusters Score -2.16011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 157670 members 
Entering Unmasked Estep 
Score: -21601120.000000 Penalty: 5940.341797
	Iteration 76Q: 3 clusters Score -2.160112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -21601124.000000 Penalty: 5940.341797
	Iteration 77Q: 3 clusters Score -2.160112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -21601118.000000 Penalty: 5940.341797
	Iteration 78Q: 3 clusters Score -2.160112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -21601120.000000 Penalty: 5940.341797
	Iteration 79Q: 3 clusters Score -2.160112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -21601120.000000 Penalty: 5940.341797
	Iteration 80F: 3 clusters Score -2.160112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Entering Unmasked Estep 
Score: -4187781.750000 Penalty: 2574.324951
	Iteration 0F: 2 clusters Score -4187782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4165881.000000 Penalty: 5148.649902
	Iteration 0F: 3 clusters Score -4165881 nChanged 14577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4174042.750000 Penalty: 5148.649902
	Iteration 1F: 3 clusters Score -4174043 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4174697.250000 Penalty: 5148.649902
	Iteration 2F: 3 clusters Score -4174697 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4175375.750000 Penalty: 5148.649902
	Iteration 3Q: 3 clusters Score -4175376 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4176144.250000 Penalty: 5148.649902
	Iteration 4Q: 3 clusters Score -4176144 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4176954.750000 Penalty: 5148.649902
	Iteration 5Q: 3 clusters Score -4176955 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4177836.250000 Penalty: 5148.649902
	Iteration 6Q: 3 clusters Score -4177836 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4178690.250000 Penalty: 5148.649902
	Iteration 7F: 3 clusters Score -4178690 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4179451.000000 Penalty: 5148.649902
	Iteration 8Q: 3 clusters Score -4179451 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4180043.750000 Penalty: 5148.649902
	Iteration 9Q: 3 clusters Score -4180044 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4180535.000000 Penalty: 5148.649902
	Iteration 10Q: 3 clusters Score -4180535 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4180918.500000 Penalty: 5148.649902
	Iteration 11Q: 3 clusters Score -4180918 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4181201.000000 Penalty: 5148.649902
	Iteration 12Q: 3 clusters Score -4181201 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4181453.500000 Penalty: 5148.649902
	Iteration 13Q: 3 clusters Score -4181454 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4181656.250000 Penalty: 5148.649902
	Iteration 14Q: 3 clusters Score -4181656 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4181855.750000 Penalty: 5148.649902
	Iteration 15Q: 3 clusters Score -4181856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4182086.000000 Penalty: 5148.649902
	Iteration 16Q: 3 clusters Score -4182086 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4182326.250000 Penalty: 5148.649902
	Iteration 17Q: 3 clusters Score -4182326 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4182514.250000 Penalty: 5148.649902
	Iteration 18Q: 3 clusters Score -4182514 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4182687.500000 Penalty: 5148.649902
	Iteration 19Q: 3 clusters Score -4182688 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4182811.500000 Penalty: 5148.649902
	Iteration 20F: 3 clusters Score -4182812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4182923.500000 Penalty: 5148.649902
	Iteration 21Q: 3 clusters Score -4182924 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4183029.750000 Penalty: 5148.649902
	Iteration 22Q: 3 clusters Score -4183030 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4183103.750000 Penalty: 5148.649902
	Iteration 23Q: 3 clusters Score -4183104 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4183197.750000 Penalty: 5148.649902
	Iteration 24Q: 3 clusters Score -4183198 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4183252.500000 Penalty: 5148.649902
	Iteration 25Q: 3 clusters Score -4183252 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4183346.250000 Penalty: 5148.649902
	Iteration 26Q: 3 clusters Score -4183346 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4183426.750000 Penalty: 5148.649902
	Iteration 27Q: 3 clusters Score -4183427 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4183525.750000 Penalty: 5148.649902
	Iteration 28Q: 3 clusters Score -4183526 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4183636.750000 Penalty: 5148.649902
	Iteration 29Q: 3 clusters Score -4183637 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4183771.500000 Penalty: 5148.649902
	Iteration 30Q: 3 clusters Score -4183772 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4183941.750000 Penalty: 5148.649902
	Iteration 31Q: 3 clusters Score -4183942 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4184123.250000 Penalty: 5148.649902
	Iteration 32Q: 3 clusters Score -4184123 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4184276.500000 Penalty: 5148.649902
	Iteration 33Q: 3 clusters Score -4184276 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -4184447.750000 Penalty: 5148.649902
	Iteration 34Q: 3 clusters Score -4184448 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4184611.500000 Penalty: 5148.649902
	Iteration 35Q: 3 clusters Score -4184612 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4184740.000000 Penalty: 5148.649902
	Iteration 36Q: 3 clusters Score -4184740 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4184895.500000 Penalty: 5148.649902
	Iteration 37Q: 3 clusters Score -4184896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4185018.750000 Penalty: 5148.649902
	Iteration 38Q: 3 clusters Score -4185019 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4185154.500000 Penalty: 5148.649902
	Iteration 39Q: 3 clusters Score -4185154 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4185248.500000 Penalty: 5148.649902
	Iteration 40F: 3 clusters Score -4185248 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4185328.750000 Penalty: 5148.649902
	Iteration 41Q: 3 clusters Score -4185329 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4185406.250000 Penalty: 5148.649902
	Iteration 42Q: 3 clusters Score -4185406 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -4185483.250000 Penalty: 5148.649902
	Iteration 43Q: 3 clusters Score -4185483 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4185551.000000 Penalty: 5148.649902
	Iteration 44Q: 3 clusters Score -4185551 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4185587.500000 Penalty: 5148.649902
	Iteration 45Q: 3 clusters Score -4185588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4185624.750000 Penalty: 5148.649902
	Iteration 46Q: 3 clusters Score -4185625 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4185654.250000 Penalty: 5148.649902
	Iteration 47Q: 3 clusters Score -4185654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4185687.250000 Penalty: 5148.649902
	Iteration 48Q: 3 clusters Score -4185687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4185706.750000 Penalty: 5148.649902
	Iteration 49Q: 3 clusters Score -4185707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4185728.750000 Penalty: 5148.649902
	Iteration 50Q: 3 clusters Score -4185729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4185741.000000 Penalty: 5148.649902
	Iteration 51Q: 3 clusters Score -4185741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4185764.750000 Penalty: 5148.649902
	Iteration 52Q: 3 clusters Score -4185765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4185766.000000 Penalty: 5148.649902
	Iteration 53Q: 3 clusters Score -4185766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4185779.000000 Penalty: 5148.649902
	Iteration 54Q: 3 clusters Score -4185779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4185778.000000 Penalty: 5148.649902
	Iteration 55Q: 3 clusters Score -4185778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4185789.500000 Penalty: 5148.649902
	Iteration 56Q: 3 clusters Score -4185790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4185798.750000 Penalty: 5148.649902
	Iteration 57Q: 3 clusters Score -4185799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4185802.250000 Penalty: 5148.649902
	Iteration 58Q: 3 clusters Score -4185802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4185811.500000 Penalty: 5148.649902
	Iteration 59Q: 3 clusters Score -4185812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4185819.500000 Penalty: 5148.649902
	Iteration 60F: 3 clusters Score -4185820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4185821.000000 Penalty: 5148.649902
	Iteration 61Q: 3 clusters Score -4185821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4185825.000000 Penalty: 5148.649902
	Iteration 62Q: 3 clusters Score -4185825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4185826.000000 Penalty: 5148.649902
	Iteration 63Q: 3 clusters Score -4185826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4185829.750000 Penalty: 5148.649902
	Iteration 64Q: 3 clusters Score -4185830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4185833.000000 Penalty: 5148.649902
	Iteration 65Q: 3 clusters Score -4185833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4185832.500000 Penalty: 5148.649902
	Iteration 66Q: 3 clusters Score -4185832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4185832.000000 Penalty: 5148.649902
	Iteration 67Q: 3 clusters Score -4185832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4185833.000000 Penalty: 5148.649902
	Iteration 68Q: 3 clusters Score -4185833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4185838.250000 Penalty: 5148.649902
	Iteration 69Q: 3 clusters Score -4185838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4185842.500000 Penalty: 5148.649902
	Iteration 70Q: 3 clusters Score -4185842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4185846.250000 Penalty: 5148.649902
	Iteration 71Q: 3 clusters Score -4185846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4185844.000000 Penalty: 5148.649902
	Iteration 72Q: 3 clusters Score -4185844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4185850.500000 Penalty: 5148.649902
	Iteration 73Q: 3 clusters Score -4185850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4185849.750000 Penalty: 5148.649902
	Iteration 74Q: 3 clusters Score -4185850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4185855.500000 Penalty: 5148.649902
	Iteration 75Q: 3 clusters Score -4185856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4185854.250000 Penalty: 5148.649902
	Iteration 76Q: 3 clusters Score -4185854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4185850.500000 Penalty: 5148.649902
	Iteration 77Q: 3 clusters Score -4185850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4185857.250000 Penalty: 5148.649902
	Iteration 78Q: 3 clusters Score -4185857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4185855.500000 Penalty: 5148.649902
	Iteration 79Q: 3 clusters Score -4185856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4185862.500000 Penalty: 5148.649902
	Iteration 80F: 3 clusters Score -4185862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4185864.250000 Penalty: 5148.649902
	Iteration 81Q: 3 clusters Score -4185864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4185863.250000 Penalty: 5148.649902
	Iteration 82Q: 3 clusters Score -4185863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4185865.750000 Penalty: 5148.649902
	Iteration 83Q: 3 clusters Score -4185866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4185867.750000 Penalty: 5148.649902
	Iteration 84Q: 3 clusters Score -4185868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4185867.500000 Penalty: 5148.649902
	Iteration 85Q: 3 clusters Score -4185868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4185869.000000 Penalty: 5148.649902
	Iteration 86Q: 3 clusters Score -4185869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4185865.000000 Penalty: 5148.649902
	Iteration 87Q: 3 clusters Score -4185865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4185864.750000 Penalty: 5148.649902
	Iteration 88Q: 3 clusters Score -4185865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4185869.000000 Penalty: 5148.649902
	Iteration 89Q: 3 clusters Score -4185869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4185874.500000 Penalty: 5148.649902
	Iteration 90Q: 3 clusters Score -4185874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4185874.750000 Penalty: 5148.649902
	Iteration 91Q: 3 clusters Score -4185875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4185875.250000 Penalty: 5148.649902
	Iteration 92Q: 3 clusters Score -4185875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4185872.250000 Penalty: 5148.649902
	Iteration 93Q: 3 clusters Score -4185872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4185872.500000 Penalty: 5148.649902
	Iteration 94Q: 3 clusters Score -4185872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4185875.000000 Penalty: 5148.649902
	Iteration 95Q: 3 clusters Score -4185875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4185887.250000 Penalty: 5148.649902
	Iteration 96Q: 3 clusters Score -4185887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4185889.250000 Penalty: 5148.649902
	Iteration 97Q: 3 clusters Score -4185889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4185884.750000 Penalty: 5148.649902
	Iteration 98Q: 3 clusters Score -4185885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4185881.750000 Penalty: 5148.649902
	Iteration 99Q: 3 clusters Score -4185882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4185893.500000 Penalty: 5148.649902
	Iteration 100F: 3 clusters Score -4185894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4185897.000000 Penalty: 5148.649902
	Iteration 101Q: 3 clusters Score -4185897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4185900.250000 Penalty: 5148.649902
	Iteration 102Q: 3 clusters Score -4185900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4185900.000000 Penalty: 5148.649902
	Iteration 103Q: 3 clusters Score -4185900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4185901.750000 Penalty: 5148.649902
	Iteration 104Q: 3 clusters Score -4185902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4185898.750000 Penalty: 5148.649902
	Iteration 105Q: 3 clusters Score -4185899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4185900.000000 Penalty: 5148.649902
	Iteration 106Q: 3 clusters Score -4185900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4185900.750000 Penalty: 5148.649902
	Iteration 107Q: 3 clusters Score -4185901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4185901.500000 Penalty: 5148.649902
	Iteration 108Q: 3 clusters Score -4185902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4185904.000000 Penalty: 5148.649902
	Iteration 109Q: 3 clusters Score -4185904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4185899.250000 Penalty: 5148.649902
	Iteration 110Q: 3 clusters Score -4185899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4185896.750000 Penalty: 5148.649902
	Iteration 111Q: 3 clusters Score -4185897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4185896.750000 Penalty: 5148.649902
	Iteration 112F: 3 clusters Score -4185897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Entering Unmasked Estep 
Score: -23027022.000000 Penalty: 2987.222412
	Iteration 0F: 2 clusters Score -2.302702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -22915080.000000 Penalty: 5974.444824
	Iteration 0F: 3 clusters Score -2.291508e+07 nChanged 81562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -22962276.000000 Penalty: 5974.444824
	Iteration 1F: 3 clusters Score -2.296228e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -22963576.000000 Penalty: 5974.444824
	Iteration 2Q: 3 clusters Score -2.296358e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90830 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -22965560.000000 Penalty: 5974.444824
	Iteration 3Q: 3 clusters Score -2.296556e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -22968702.000000 Penalty: 5974.444824
	Iteration 4Q: 3 clusters Score -2.29687e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -22973128.000000 Penalty: 5974.444824
	Iteration 5Q: 3 clusters Score -2.297313e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -22978846.000000 Penalty: 5974.444824
	Iteration 6F: 3 clusters Score -2.297885e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -22986058.000000 Penalty: 5974.444824
	Iteration 7F: 3 clusters Score -2.298606e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -22993480.000000 Penalty: 5974.444824
	Iteration 8F: 3 clusters Score -2.299348e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -23000614.000000 Penalty: 5974.444824
	Iteration 9F: 3 clusters Score -2.300061e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -23005156.000000 Penalty: 5974.444824
	Iteration 10F: 3 clusters Score -2.300516e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -23007420.000000 Penalty: 5974.444824
	Iteration 11Q: 3 clusters Score -2.300742e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -23008444.000000 Penalty: 5974.444824
	Iteration 12Q: 3 clusters Score -2.300844e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -23009082.000000 Penalty: 5974.444824
	Iteration 13Q: 3 clusters Score -2.300908e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -23009608.000000 Penalty: 5974.444824
	Iteration 14Q: 3 clusters Score -2.300961e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -23010096.000000 Penalty: 5974.444824
	Iteration 15Q: 3 clusters Score -2.30101e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -23010394.000000 Penalty: 5974.444824
	Iteration 16Q: 3 clusters Score -2.301039e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112203 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -23010642.000000 Penalty: 5974.444824
	Iteration 17Q: 3 clusters Score -2.301064e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112663 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -23010956.000000 Penalty: 5974.444824
	Iteration 18Q: 3 clusters Score -2.301096e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113126 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -23011236.000000 Penalty: 5974.444824
	Iteration 19Q: 3 clusters Score -2.301124e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -23011498.000000 Penalty: 5974.444824
	Iteration 20F: 3 clusters Score -2.30115e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -23011646.000000 Penalty: 5974.444824
	Iteration 21Q: 3 clusters Score -2.301165e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -23011884.000000 Penalty: 5974.444824
	Iteration 22Q: 3 clusters Score -2.301188e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -23012126.000000 Penalty: 5974.444824
	Iteration 23Q: 3 clusters Score -2.301213e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -23012234.000000 Penalty: 5974.444824
	Iteration 24Q: 3 clusters Score -2.301223e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -23012342.000000 Penalty: 5974.444824
	Iteration 25Q: 3 clusters Score -2.301234e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -23012400.000000 Penalty: 5974.444824
	Iteration 26Q: 3 clusters Score -2.30124e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -23012466.000000 Penalty: 5974.444824
	Iteration 27Q: 3 clusters Score -2.301247e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -23012546.000000 Penalty: 5974.444824
	Iteration 28Q: 3 clusters Score -2.301255e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -23012570.000000 Penalty: 5974.444824
	Iteration 29Q: 3 clusters Score -2.301257e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -23012710.000000 Penalty: 5974.444824
	Iteration 30Q: 3 clusters Score -2.301271e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -23012658.000000 Penalty: 5974.444824
	Iteration 31Q: 3 clusters Score -2.301266e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120264 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -23012676.000000 Penalty: 5974.444824
	Iteration 32Q: 3 clusters Score -2.301268e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -23012806.000000 Penalty: 5974.444824
	Iteration 33Q: 3 clusters Score -2.301281e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -23012914.000000 Penalty: 5974.444824
	Iteration 34Q: 3 clusters Score -2.301291e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -23012968.000000 Penalty: 5974.444824
	Iteration 35Q: 3 clusters Score -2.301297e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -23013022.000000 Penalty: 5974.444824
	Iteration 36Q: 3 clusters Score -2.301302e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124073 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -23013178.000000 Penalty: 5974.444824
	Iteration 37Q: 3 clusters Score -2.301318e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124897 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -23013296.000000 Penalty: 5974.444824
	Iteration 38Q: 3 clusters Score -2.30133e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -23013392.000000 Penalty: 5974.444824
	Iteration 39Q: 3 clusters Score -2.301339e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -23013488.000000 Penalty: 5974.444824
	Iteration 40F: 3 clusters Score -2.301349e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -23013602.000000 Penalty: 5974.444824
	Iteration 41Q: 3 clusters Score -2.30136e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128354 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -23013722.000000 Penalty: 5974.444824
	Iteration 42Q: 3 clusters Score -2.301372e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -23013880.000000 Penalty: 5974.444824
	Iteration 43Q: 3 clusters Score -2.301388e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -23013964.000000 Penalty: 5974.444824
	Iteration 44Q: 3 clusters Score -2.301396e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131257 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -23014122.000000 Penalty: 5974.444824
	Iteration 45Q: 3 clusters Score -2.301412e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -23014328.000000 Penalty: 5974.444824
	Iteration 46Q: 3 clusters Score -2.301433e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133345 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -23014482.000000 Penalty: 5974.444824
	Iteration 47Q: 3 clusters Score -2.301448e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134461 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -23014610.000000 Penalty: 5974.444824
	Iteration 48Q: 3 clusters Score -2.301461e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -23014922.000000 Penalty: 5974.444824
	Iteration 49Q: 3 clusters Score -2.301492e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136858 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -23014990.000000 Penalty: 5974.444824
	Iteration 50Q: 3 clusters Score -2.301499e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -23015218.000000 Penalty: 5974.444824
	Iteration 51Q: 3 clusters Score -2.301522e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -23015520.000000 Penalty: 5974.444824
	Iteration 52Q: 3 clusters Score -2.301552e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140692 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -23015776.000000 Penalty: 5974.444824
	Iteration 53Q: 3 clusters Score -2.301578e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -23016104.000000 Penalty: 5974.444824
	Iteration 54Q: 3 clusters Score -2.30161e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -23016528.000000 Penalty: 5974.444824
	Iteration 55Q: 3 clusters Score -2.301653e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145033 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -23016938.000000 Penalty: 5974.444824
	Iteration 56Q: 3 clusters Score -2.301694e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -23017366.000000 Penalty: 5974.444824
	Iteration 57Q: 3 clusters Score -2.301737e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148176 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -23017912.000000 Penalty: 5974.444824
	Iteration 58Q: 3 clusters Score -2.301791e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -23018382.000000 Penalty: 5974.444824
	Iteration 59Q: 3 clusters Score -2.301838e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -23018920.000000 Penalty: 5974.444824
	Iteration 60F: 3 clusters Score -2.301892e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -23019396.000000 Penalty: 5974.444824
	Iteration 61Q: 3 clusters Score -2.30194e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154390 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -23019848.000000 Penalty: 5974.444824
	Iteration 62Q: 3 clusters Score -2.301985e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -23020310.000000 Penalty: 5974.444824
	Iteration 63Q: 3 clusters Score -2.302031e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -23020810.000000 Penalty: 5974.444824
	Iteration 64Q: 3 clusters Score -2.302081e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -23021278.000000 Penalty: 5974.444824
	Iteration 65Q: 3 clusters Score -2.302128e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -23021628.000000 Penalty: 5974.444824
	Iteration 66Q: 3 clusters Score -2.302163e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -23021938.000000 Penalty: 5974.444824
	Iteration 67Q: 3 clusters Score -2.302194e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -23022270.000000 Penalty: 5974.444824
	Iteration 68Q: 3 clusters Score -2.302227e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162363 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -23022558.000000 Penalty: 5974.444824
	Iteration 69Q: 3 clusters Score -2.302256e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163096 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -23022776.000000 Penalty: 5974.444824
	Iteration 70Q: 3 clusters Score -2.302278e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -23022930.000000 Penalty: 5974.444824
	Iteration 71Q: 3 clusters Score -2.302293e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -23023174.000000 Penalty: 5974.444824
	Iteration 72Q: 3 clusters Score -2.302317e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -23023212.000000 Penalty: 5974.444824
	Iteration 73Q: 3 clusters Score -2.302321e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165184 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -23023376.000000 Penalty: 5974.444824
	Iteration 74Q: 3 clusters Score -2.302338e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165530 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -23023468.000000 Penalty: 5974.444824
	Iteration 75Q: 3 clusters Score -2.302347e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -23023530.000000 Penalty: 5974.444824
	Iteration 76Q: 3 clusters Score -2.302353e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -23023624.000000 Penalty: 5974.444824
	Iteration 77Q: 3 clusters Score -2.302362e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -23023744.000000 Penalty: 5974.444824
	Iteration 78Q: 3 clusters Score -2.302374e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23023824.000000 Penalty: 5974.444824
	Iteration 79Q: 3 clusters Score -2.302382e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -23023890.000000 Penalty: 5974.444824
	Iteration 80F: 3 clusters Score -2.302389e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -23023920.000000 Penalty: 5974.444824
	Iteration 81Q: 3 clusters Score -2.302392e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -23023966.000000 Penalty: 5974.444824
	Iteration 82Q: 3 clusters Score -2.302397e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23024018.000000 Penalty: 5974.444824
	Iteration 83Q: 3 clusters Score -2.302402e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167397 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -23024048.000000 Penalty: 5974.444824
	Iteration 84Q: 3 clusters Score -2.302405e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -23024104.000000 Penalty: 5974.444824
	Iteration 85Q: 3 clusters Score -2.30241e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167597 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23024160.000000 Penalty: 5974.444824
	Iteration 86Q: 3 clusters Score -2.302416e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -23024180.000000 Penalty: 5974.444824
	Iteration 87Q: 3 clusters Score -2.302418e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167775 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -23024230.000000 Penalty: 5974.444824
	Iteration 88Q: 3 clusters Score -2.302423e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -23024286.000000 Penalty: 5974.444824
	Iteration 89Q: 3 clusters Score -2.302429e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167920 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -23024304.000000 Penalty: 5974.444824
	Iteration 90Q: 3 clusters Score -2.30243e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23024342.000000 Penalty: 5974.444824
	Iteration 91Q: 3 clusters Score -2.302434e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23024360.000000 Penalty: 5974.444824
	Iteration 92Q: 3 clusters Score -2.302436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -23024366.000000 Penalty: 5974.444824
	Iteration 93Q: 3 clusters Score -2.302437e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -23024398.000000 Penalty: 5974.444824
	Iteration 94Q: 3 clusters Score -2.30244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -23024436.000000 Penalty: 5974.444824
	Iteration 95Q: 3 clusters Score -2.302444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168143 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23024432.000000 Penalty: 5974.444824
	Iteration 96Q: 3 clusters Score -2.302443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23024412.000000 Penalty: 5974.444824
	Iteration 97Q: 3 clusters Score -2.302441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -23024420.000000 Penalty: 5974.444824
	Iteration 98Q: 3 clusters Score -2.302442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168221 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23024442.000000 Penalty: 5974.444824
	Iteration 99Q: 3 clusters Score -2.302444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23024442.000000 Penalty: 5974.444824
	Iteration 100F: 3 clusters Score -2.302444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -23024430.000000 Penalty: 5974.444824
	Iteration 101Q: 3 clusters Score -2.302443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168283 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23024468.000000 Penalty: 5974.444824
	Iteration 102Q: 3 clusters Score -2.302447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23024480.000000 Penalty: 5974.444824
	Iteration 103Q: 3 clusters Score -2.302448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168313 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -23024484.000000 Penalty: 5974.444824
	Iteration 104Q: 3 clusters Score -2.302448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23024480.000000 Penalty: 5974.444824
	Iteration 105Q: 3 clusters Score -2.302448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -23024488.000000 Penalty: 5974.444824
	Iteration 106Q: 3 clusters Score -2.302449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168347 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -23024480.000000 Penalty: 5974.444824
	Iteration 107Q: 3 clusters Score -2.302448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -23024492.000000 Penalty: 5974.444824
	Iteration 108Q: 3 clusters Score -2.302449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -23024498.000000 Penalty: 5974.444824
	Iteration 109Q: 3 clusters Score -2.30245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23024478.000000 Penalty: 5974.444824
	Iteration 110Q: 3 clusters Score -2.302448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168393 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23024476.000000 Penalty: 5974.444824
	Iteration 111Q: 3 clusters Score -2.302448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -23024510.000000 Penalty: 5974.444824
	Iteration 112Q: 3 clusters Score -2.302451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23024514.000000 Penalty: 5974.444824
	Iteration 113Q: 3 clusters Score -2.302451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23024520.000000 Penalty: 5974.444824
	Iteration 114Q: 3 clusters Score -2.302452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -23024526.000000 Penalty: 5974.444824
	Iteration 115Q: 3 clusters Score -2.302453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23024532.000000 Penalty: 5974.444824
	Iteration 116Q: 3 clusters Score -2.302453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168435 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -23024522.000000 Penalty: 5974.444824
	Iteration 117Q: 3 clusters Score -2.302452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -23024520.000000 Penalty: 5974.444824
	Iteration 118Q: 3 clusters Score -2.302452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168447 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -23024534.000000 Penalty: 5974.444824
	Iteration 119Q: 3 clusters Score -2.302453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168456 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23024542.000000 Penalty: 5974.444824
	Iteration 120F: 3 clusters Score -2.302454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168461 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23024544.000000 Penalty: 5974.444824
	Iteration 121Q: 3 clusters Score -2.302454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23024544.000000 Penalty: 5974.444824
	Iteration 122Q: 3 clusters Score -2.302454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168466 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23024538.000000 Penalty: 5974.444824
	Iteration 123Q: 3 clusters Score -2.302454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168466 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23024538.000000 Penalty: 5974.444824
	Iteration 124F: 3 clusters Score -2.302454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -331409.250000 Penalty: 1936.665527
	Iteration 0F: 2 clusters Score -331409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -328482.531250 Penalty: 3873.331055
	Iteration 0F: 3 clusters Score -328482.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -329016.656250 Penalty: 3873.331055
	Iteration 1F: 3 clusters Score -329016.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -329135.906250 Penalty: 3873.331055
	Iteration 2F: 3 clusters Score -329135.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329196.218750 Penalty: 3873.331055
	Iteration 3Q: 3 clusters Score -329196.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329240.750000 Penalty: 3873.331055
	Iteration 4Q: 3 clusters Score -329240.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -329275.875000 Penalty: 3873.331055
	Iteration 5Q: 3 clusters Score -329275.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -329304.031250 Penalty: 3873.331055
	Iteration 6Q: 3 clusters Score -329304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -329324.343750 Penalty: 3873.331055
	Iteration 7Q: 3 clusters Score -329324.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -329342.937500 Penalty: 3873.331055
	Iteration 8Q: 3 clusters Score -329342.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -329357.781250 Penalty: 3873.331055
	Iteration 9Q: 3 clusters Score -329357.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329370.656250 Penalty: 3873.331055
	Iteration 10Q: 3 clusters Score -329370.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -329377.468750 Penalty: 3873.331055
	Iteration 11Q: 3 clusters Score -329377.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -329382.343750 Penalty: 3873.331055
	Iteration 12Q: 3 clusters Score -329382.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -329389.312500 Penalty: 3873.331055
	Iteration 13Q: 3 clusters Score -329389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -329393.312500 Penalty: 3873.331055
	Iteration 14Q: 3 clusters Score -329393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -329395.531250 Penalty: 3873.331055
	Iteration 15Q: 3 clusters Score -329395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -329398.531250 Penalty: 3873.331055
	Iteration 16Q: 3 clusters Score -329398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -329398.531250 Penalty: 3873.331055
	Iteration 17F: 3 clusters Score -329398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 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 233 members 
Entering Unmasked Estep 
Score: -50933.589844 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50933.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51342.863281 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51342.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51566.812500 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51566.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51714.230469 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51714.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51871.691406 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -51871.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52019.242188 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -52019.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52199.269531 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52199.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52411.257812 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52411.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52449.320312 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52449.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52535.515625 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52535.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52647.054688 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52647.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52712.796875 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52752.925781 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52752.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52761.074219 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -52761.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52761.074219 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -52761.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41606 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 142021 members 
Mstep: Class 13 contains 78247 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166251 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158974 members 
Mstep: Class 22 contains 32220 members 
Mstep: Class 23 contains 170289 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 258 members 
Entering Unmasked Estep 
Score: -126426736.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126428136.000000 to -126426736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 134 members 
Entering Unmasked Estep 
Score: -24263.216797 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24263.22 nChanged 21
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: -24369.035156 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24369.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24452.593750 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -24452.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24528.265625 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24528.27 nChanged 4
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: -24574.763672 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24574.76 nChanged 4
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: -24650.679688 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -24650.68 nChanged 3
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: -24668.634766 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -24668.63 nChanged 1
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: -24670.343750 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -24670.34 nChanged 0
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: -24670.343750 Penalty: 2722.513184
	Iteration 8F: 3 clusters Score -24670.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41606 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77979 members 
Mstep: Class 12 contains 142021 members 
Mstep: Class 13 contains 78247 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166251 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158974 members 
Mstep: Class 22 contains 32220 members 
Mstep: Class 23 contains 170289 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428208.000000 Penalty: 88796.882812
Iteration 439Q: 27 clusters Score -1.264282e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29555 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41606 members 
Mstep: Class 9 contains 8560 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77980 members 
Mstep: Class 12 contains 142099 members 
Mstep: Class 13 contains 78242 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166257 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158867 members 
Mstep: Class 22 contains 32221 members 
Mstep: Class 23 contains 170308 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428152.000000 Penalty: 88796.882812
Iteration 440F: 27 clusters Score -1.264282e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29559 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 41608 members 
Mstep: Class 9 contains 8558 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77989 members 
Mstep: Class 12 contains 142168 members 
Mstep: Class 13 contains 78243 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166259 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158761 members 
Mstep: Class 22 contains 32219 members 
Mstep: Class 23 contains 170326 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428408.000000 Penalty: 88796.882812
Iteration 441Q: 27 clusters Score -1.264284e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29562 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41609 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77998 members 
Mstep: Class 12 contains 142252 members 
Mstep: Class 13 contains 78246 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166252 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158650 members 
Mstep: Class 22 contains 32216 members 
Mstep: Class 23 contains 170348 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428400.000000 Penalty: 88796.882812
Iteration 442Q: 27 clusters Score -1.264284e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29573 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41609 members 
Mstep: Class 9 contains 8553 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 77999 members 
Mstep: Class 12 contains 142320 members 
Mstep: Class 13 contains 78254 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166240 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158549 members 
Mstep: Class 22 contains 32214 members 
Mstep: Class 23 contains 170378 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428472.000000 Penalty: 88796.882812
Iteration 443Q: 27 clusters Score -1.264285e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29586 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41613 members 
Mstep: Class 9 contains 8553 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 78002 members 
Mstep: Class 12 contains 142399 members 
Mstep: Class 13 contains 78271 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166237 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158424 members 
Mstep: Class 22 contains 32215 members 
Mstep: Class 23 contains 170387 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428536.000000 Penalty: 88796.882812
Iteration 444Q: 27 clusters Score -1.264285e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29596 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41620 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 78003 members 
Mstep: Class 12 contains 142454 members 
Mstep: Class 13 contains 78280 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166238 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158314 members 
Mstep: Class 22 contains 32216 members 
Mstep: Class 23 contains 170414 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428624.000000 Penalty: 88796.882812
Iteration 445Q: 27 clusters Score -1.264286e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 41624 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 78009 members 
Mstep: Class 12 contains 142510 members 
Mstep: Class 13 contains 78299 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166226 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158217 members 
Mstep: Class 22 contains 32211 members 
Mstep: Class 23 contains 170438 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428688.000000 Penalty: 88796.882812
Iteration 446Q: 27 clusters Score -1.264287e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29606 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41631 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 78019 members 
Mstep: Class 12 contains 142559 members 
Mstep: Class 13 contains 78306 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8094 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166230 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158118 members 
Mstep: Class 22 contains 32210 members 
Mstep: Class 23 contains 170455 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428616.000000 Penalty: 88796.882812
Iteration 447Q: 27 clusters Score -1.264286e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29615 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41644 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 78022 members 
Mstep: Class 12 contains 142618 members 
Mstep: Class 13 contains 78313 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8095 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166238 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 158010 members 
Mstep: Class 22 contains 32207 members 
Mstep: Class 23 contains 170468 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428600.000000 Penalty: 88796.882812
Iteration 448Q: 27 clusters Score -1.264286e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41650 members 
Mstep: Class 9 contains 8548 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 78019 members 
Mstep: Class 12 contains 142687 members 
Mstep: Class 13 contains 78314 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166250 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157892 members 
Mstep: Class 22 contains 32207 members 
Mstep: Class 23 contains 170489 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428808.000000 Penalty: 88796.882812
Iteration 449Q: 27 clusters Score -1.264288e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41649 members 
Mstep: Class 9 contains 8546 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 78020 members 
Mstep: Class 12 contains 142748 members 
Mstep: Class 13 contains 78318 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166258 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157791 members 
Mstep: Class 22 contains 32205 members 
Mstep: Class 23 contains 170506 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428864.000000 Penalty: 88796.882812
Iteration 450Q: 27 clusters Score -1.264289e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29646 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41647 members 
Mstep: Class 9 contains 8545 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 78015 members 
Mstep: Class 12 contains 142811 members 
Mstep: Class 13 contains 78322 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166251 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157721 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 170520 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428928.000000 Penalty: 88796.882812
Iteration 451Q: 27 clusters Score -1.264289e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29651 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 8541 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 78004 members 
Mstep: Class 12 contains 142860 members 
Mstep: Class 13 contains 78324 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166270 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157631 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170547 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428880.000000 Penalty: 88796.882812
Iteration 452Q: 27 clusters Score -1.264289e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29656 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41656 members 
Mstep: Class 9 contains 8538 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 78006 members 
Mstep: Class 12 contains 142921 members 
Mstep: Class 13 contains 78329 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166253 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157555 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170565 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428912.000000 Penalty: 88796.882812
Iteration 453Q: 27 clusters Score -1.264289e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41659 members 
Mstep: Class 9 contains 8535 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 78012 members 
Mstep: Class 12 contains 142985 members 
Mstep: Class 13 contains 78327 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166242 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157474 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170580 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428952.000000 Penalty: 88796.882812
Iteration 454Q: 27 clusters Score -1.26429e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41662 members 
Mstep: Class 9 contains 8534 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78016 members 
Mstep: Class 12 contains 143035 members 
Mstep: Class 13 contains 78335 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166238 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157402 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170592 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428816.000000 Penalty: 88796.882812
Iteration 455Q: 27 clusters Score -1.264288e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41657 members 
Mstep: Class 9 contains 8533 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78019 members 
Mstep: Class 12 contains 143086 members 
Mstep: Class 13 contains 78338 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166225 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157353 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 170593 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428944.000000 Penalty: 88796.882812
Iteration 456Q: 27 clusters Score -1.264289e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29678 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41654 members 
Mstep: Class 9 contains 8532 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78018 members 
Mstep: Class 12 contains 143143 members 
Mstep: Class 13 contains 78346 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166195 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157327 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170582 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428920.000000 Penalty: 88796.882812
Iteration 457Q: 27 clusters Score -1.264289e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29687 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41654 members 
Mstep: Class 9 contains 8531 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78019 members 
Mstep: Class 12 contains 143208 members 
Mstep: Class 13 contains 78349 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166187 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157271 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 170572 members 
Mstep: Class 24 contains 2461 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428904.000000 Penalty: 88796.882812
Iteration 458Q: 27 clusters Score -1.264289e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41647 members 
Mstep: Class 9 contains 8530 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78025 members 
Mstep: Class 12 contains 143288 members 
Mstep: Class 13 contains 78351 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166170 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157220 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 170555 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428888.000000 Penalty: 88796.882812
Iteration 459Q: 27 clusters Score -1.264289e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29702 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41642 members 
Mstep: Class 9 contains 8529 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78031 members 
Mstep: Class 12 contains 143371 members 
Mstep: Class 13 contains 78352 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8100 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166158 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157158 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 170539 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428944.000000 Penalty: 88796.882812
Iteration 460F: 27 clusters Score -1.264289e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41641 members 
Mstep: Class 9 contains 8527 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 78038 members 
Mstep: Class 12 contains 143441 members 
Mstep: Class 13 contains 78352 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8101 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166149 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157090 members 
Mstep: Class 22 contains 32198 members 
Mstep: Class 23 contains 170529 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428840.000000 Penalty: 88796.882812
Iteration 461Q: 27 clusters Score -1.264288e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29728 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 41637 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 78054 members 
Mstep: Class 12 contains 143514 members 
Mstep: Class 13 contains 78357 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8101 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166142 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 157006 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 170515 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428808.000000 Penalty: 88796.882812
Iteration 462Q: 27 clusters Score -1.264288e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29731 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 41636 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 78059 members 
Mstep: Class 12 contains 143578 members 
Mstep: Class 13 contains 78358 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8101 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166144 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156937 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170508 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428768.000000 Penalty: 88796.882812
Iteration 463Q: 27 clusters Score -1.264288e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29734 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 41639 members 
Mstep: Class 9 contains 8510 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 78075 members 
Mstep: Class 12 contains 143621 members 
Mstep: Class 13 contains 78364 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8101 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166134 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156894 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 170500 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428792.000000 Penalty: 88796.882812
Iteration 464Q: 27 clusters Score -1.264288e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29741 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41638 members 
Mstep: Class 9 contains 8504 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 78084 members 
Mstep: Class 12 contains 143675 members 
Mstep: Class 13 contains 78369 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166137 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156838 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 170489 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428784.000000 Penalty: 88796.882812
Iteration 465Q: 27 clusters Score -1.264288e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29744 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 41638 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 78094 members 
Mstep: Class 12 contains 143725 members 
Mstep: Class 13 contains 78387 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166131 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156784 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170476 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428760.000000 Penalty: 88796.882812
Iteration 466Q: 27 clusters Score -1.264288e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29747 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 41638 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 78105 members 
Mstep: Class 12 contains 143771 members 
Mstep: Class 13 contains 78395 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166126 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156735 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 170461 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428664.000000 Penalty: 88796.882812
Iteration 467Q: 27 clusters Score -1.264287e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29755 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 41644 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 78113 members 
Mstep: Class 12 contains 143809 members 
Mstep: Class 13 contains 78395 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166110 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156693 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 170463 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428768.000000 Penalty: 88796.882812
Iteration 468Q: 27 clusters Score -1.264288e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29758 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 41644 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 78115 members 
Mstep: Class 12 contains 143854 members 
Mstep: Class 13 contains 78400 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166103 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156654 members 
Mstep: Class 22 contains 32206 members 
Mstep: Class 23 contains 170454 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428848.000000 Penalty: 88796.882812
Iteration 469Q: 27 clusters Score -1.264288e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29762 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 41645 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 78118 members 
Mstep: Class 12 contains 143894 members 
Mstep: Class 13 contains 78405 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166096 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156619 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170448 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428808.000000 Penalty: 88796.882812
Iteration 470Q: 27 clusters Score -1.264288e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29763 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 41642 members 
Mstep: Class 9 contains 8475 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 78121 members 
Mstep: Class 12 contains 143939 members 
Mstep: Class 13 contains 78407 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166095 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156592 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170436 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428960.000000 Penalty: 88796.882812
Iteration 471Q: 27 clusters Score -1.26429e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41642 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 78121 members 
Mstep: Class 12 contains 143980 members 
Mstep: Class 13 contains 78414 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166076 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156569 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 170436 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428936.000000 Penalty: 88796.882812
Iteration 472Q: 27 clusters Score -1.264289e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78125 members 
Mstep: Class 12 contains 144026 members 
Mstep: Class 13 contains 78420 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166062 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156532 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 170435 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428896.000000 Penalty: 88796.882812
Iteration 473Q: 27 clusters Score -1.264289e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8748 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41636 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 78127 members 
Mstep: Class 12 contains 144073 members 
Mstep: Class 13 contains 78425 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166038 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156499 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 170443 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428912.000000 Penalty: 88796.882812
Iteration 474Q: 27 clusters Score -1.264289e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29767 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41633 members 
Mstep: Class 9 contains 8458 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78132 members 
Mstep: Class 12 contains 144114 members 
Mstep: Class 13 contains 78428 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166019 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156461 members 
Mstep: Class 22 contains 32199 members 
Mstep: Class 23 contains 170455 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428960.000000 Penalty: 88796.882812
Iteration 475Q: 27 clusters Score -1.26429e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29766 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41631 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78136 members 
Mstep: Class 12 contains 144150 members 
Mstep: Class 13 contains 78427 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166010 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156436 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 170455 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428920.000000 Penalty: 88796.882812
Iteration 476Q: 27 clusters Score -1.264289e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29766 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41634 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78136 members 
Mstep: Class 12 contains 144204 members 
Mstep: Class 13 contains 78427 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166005 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156391 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 170449 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428760.000000 Penalty: 88796.882812
Iteration 477Q: 27 clusters Score -1.264288e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29766 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41634 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78140 members 
Mstep: Class 12 contains 144259 members 
Mstep: Class 13 contains 78430 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 166001 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156349 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170433 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428888.000000 Penalty: 88796.882812
Iteration 478Q: 27 clusters Score -1.264289e+08 nChanged 147
Entering ConstructFrom: 
Score: -126428888.000000 Penalty: 88796.882812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41799.109375 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -41799.11 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 180 members 
Entering Unmasked Estep 
Score: -40500.164062 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -40500.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40774.730469 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -40774.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40981.984375 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -40981.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41316.425781 Penalty: 2941.076172
	Iteration 3F: 3 clusters Score -41316.43 nChanged 26
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: -41620.281250 Penalty: 2941.076172
	Iteration 4F: 3 clusters Score -41620.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41835.042969 Penalty: 2941.076172
	Iteration 5F: 3 clusters Score -41835.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42158.996094 Penalty: 2941.076172
	Iteration 6F: 3 clusters Score -42159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42678.472656 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -42678.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42824.847656 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -42824.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43267.078125 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -43267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43267.078125 Penalty: 2941.076172
	Iteration 10F: 3 clusters Score -43267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78142 members 
Mstep: Class 12 contains 144299 members 
Mstep: Class 13 contains 78439 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165996 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156322 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170415 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 205 members 
Entering Unmasked Estep 
Score: -126428304.000000 Penalty: 92212.148438
Splitting cluster 1 changes total score from -126428888.000000 to -126428304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Entering Unmasked Estep 
Score: -1112146.500000 Penalty: 2251.048584
	Iteration 0F: 2 clusters Score -1112146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1105240.625000 Penalty: 4502.097168
	Iteration 0F: 3 clusters Score -1105241 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1107128.625000 Penalty: 4502.097168
	Iteration 1F: 3 clusters Score -1107129 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1107363.625000 Penalty: 4502.097168
	Iteration 2F: 3 clusters Score -1107364 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1107541.375000 Penalty: 4502.097168
	Iteration 3Q: 3 clusters Score -1107541 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1107691.875000 Penalty: 4502.097168
	Iteration 4Q: 3 clusters Score -1107692 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1107839.375000 Penalty: 4502.097168
	Iteration 5Q: 3 clusters Score -1107839 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1107949.000000 Penalty: 4502.097168
	Iteration 6Q: 3 clusters Score -1107949 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1108039.125000 Penalty: 4502.097168
	Iteration 7Q: 3 clusters Score -1108039 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1108151.125000 Penalty: 4502.097168
	Iteration 8Q: 3 clusters Score -1108151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1108257.500000 Penalty: 4502.097168
	Iteration 9Q: 3 clusters Score -1108258 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1108356.375000 Penalty: 4502.097168
	Iteration 10Q: 3 clusters Score -1108356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1108467.625000 Penalty: 4502.097168
	Iteration 11Q: 3 clusters Score -1108468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1108576.125000 Penalty: 4502.097168
	Iteration 12Q: 3 clusters Score -1108576 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1108676.625000 Penalty: 4502.097168
	Iteration 13Q: 3 clusters Score -1108677 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1108773.500000 Penalty: 4502.097168
	Iteration 14Q: 3 clusters Score -1108774 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1108896.500000 Penalty: 4502.097168
	Iteration 15Q: 3 clusters Score -1108896 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1109035.875000 Penalty: 4502.097168
	Iteration 16Q: 3 clusters Score -1109036 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1109164.500000 Penalty: 4502.097168
	Iteration 17Q: 3 clusters Score -1109164 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1109295.500000 Penalty: 4502.097168
	Iteration 18Q: 3 clusters Score -1109296 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1109460.375000 Penalty: 4502.097168
	Iteration 19Q: 3 clusters Score -1109460 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1109570.125000 Penalty: 4502.097168
	Iteration 20F: 3 clusters Score -1109570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1109666.625000 Penalty: 4502.097168
	Iteration 21Q: 3 clusters Score -1109667 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1109742.125000 Penalty: 4502.097168
	Iteration 22Q: 3 clusters Score -1109742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1109820.000000 Penalty: 4502.097168
	Iteration 23Q: 3 clusters Score -1109820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1109892.875000 Penalty: 4502.097168
	Iteration 24Q: 3 clusters Score -1109893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1109954.250000 Penalty: 4502.097168
	Iteration 25Q: 3 clusters Score -1109954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1109990.875000 Penalty: 4502.097168
	Iteration 26Q: 3 clusters Score -1109991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1110034.000000 Penalty: 4502.097168
	Iteration 27Q: 3 clusters Score -1110034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1110074.000000 Penalty: 4502.097168
	Iteration 28Q: 3 clusters Score -1110074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1110097.750000 Penalty: 4502.097168
	Iteration 29Q: 3 clusters Score -1110098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1110112.875000 Penalty: 4502.097168
	Iteration 30Q: 3 clusters Score -1110113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1110120.500000 Penalty: 4502.097168
	Iteration 31Q: 3 clusters Score -1110120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1110143.125000 Penalty: 4502.097168
	Iteration 32Q: 3 clusters Score -1110143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1110156.750000 Penalty: 4502.097168
	Iteration 33Q: 3 clusters Score -1110157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1110165.000000 Penalty: 4502.097168
	Iteration 34Q: 3 clusters Score -1110165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1110174.750000 Penalty: 4502.097168
	Iteration 35Q: 3 clusters Score -1110175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1110186.500000 Penalty: 4502.097168
	Iteration 36Q: 3 clusters Score -1110186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1110194.125000 Penalty: 4502.097168
	Iteration 37Q: 3 clusters Score -1110194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1110204.750000 Penalty: 4502.097168
	Iteration 38Q: 3 clusters Score -1110205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1110209.625000 Penalty: 4502.097168
	Iteration 39Q: 3 clusters Score -1110210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1110209.875000 Penalty: 4502.097168
	Iteration 40F: 3 clusters Score -1110210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1110209.750000 Penalty: 4502.097168
	Iteration 41Q: 3 clusters Score -1110210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1110209.750000 Penalty: 4502.097168
	Iteration 42F: 3 clusters Score -1110210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Entering Unmasked Estep 
Score: -1430495.750000 Penalty: 2331.294678
	Iteration 0F: 2 clusters Score -1430496 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 5996 members 
Entering Unmasked Estep 
Score: -1421556.250000 Penalty: 4662.589355
	Iteration 0F: 3 clusters Score -1421556 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1424370.125000 Penalty: 4662.589355
	Iteration 1F: 3 clusters Score -1424370 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1424790.250000 Penalty: 4662.589355
	Iteration 2F: 3 clusters Score -1424790 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1425246.875000 Penalty: 4662.589355
	Iteration 3F: 3 clusters Score -1425247 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1425804.750000 Penalty: 4662.589355
	Iteration 4F: 3 clusters Score -1425805 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1426478.000000 Penalty: 4662.589355
	Iteration 5F: 3 clusters Score -1426478 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1427167.500000 Penalty: 4662.589355
	Iteration 6F: 3 clusters Score -1427168 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1427734.750000 Penalty: 4662.589355
	Iteration 7F: 3 clusters Score -1427735 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1428173.000000 Penalty: 4662.589355
	Iteration 8Q: 3 clusters Score -1428173 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1428451.125000 Penalty: 4662.589355
	Iteration 9Q: 3 clusters Score -1428451 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1428651.250000 Penalty: 4662.589355
	Iteration 10Q: 3 clusters Score -1428651 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1428782.125000 Penalty: 4662.589355
	Iteration 11Q: 3 clusters Score -1428782 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1428895.875000 Penalty: 4662.589355
	Iteration 12Q: 3 clusters Score -1428896 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1428992.250000 Penalty: 4662.589355
	Iteration 13Q: 3 clusters Score -1428992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1429055.625000 Penalty: 4662.589355
	Iteration 14Q: 3 clusters Score -1429056 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1429109.000000 Penalty: 4662.589355
	Iteration 15Q: 3 clusters Score -1429109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1429151.125000 Penalty: 4662.589355
	Iteration 16Q: 3 clusters Score -1429151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1429189.250000 Penalty: 4662.589355
	Iteration 17Q: 3 clusters Score -1429189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1429217.500000 Penalty: 4662.589355
	Iteration 18Q: 3 clusters Score -1429218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1429232.875000 Penalty: 4662.589355
	Iteration 19Q: 3 clusters Score -1429233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1429249.250000 Penalty: 4662.589355
	Iteration 20F: 3 clusters Score -1429249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1429259.875000 Penalty: 4662.589355
	Iteration 21Q: 3 clusters Score -1429260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1429266.375000 Penalty: 4662.589355
	Iteration 22Q: 3 clusters Score -1429266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1429274.125000 Penalty: 4662.589355
	Iteration 23Q: 3 clusters Score -1429274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1429282.375000 Penalty: 4662.589355
	Iteration 24Q: 3 clusters Score -1429282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1429284.375000 Penalty: 4662.589355
	Iteration 25Q: 3 clusters Score -1429284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1429287.125000 Penalty: 4662.589355
	Iteration 26Q: 3 clusters Score -1429287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1429286.875000 Penalty: 4662.589355
	Iteration 27Q: 3 clusters Score -1429287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1429293.000000 Penalty: 4662.589355
	Iteration 28Q: 3 clusters Score -1429293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1429295.625000 Penalty: 4662.589355
	Iteration 29Q: 3 clusters Score -1429296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1429302.000000 Penalty: 4662.589355
	Iteration 30Q: 3 clusters Score -1429302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1429303.500000 Penalty: 4662.589355
	Iteration 31Q: 3 clusters Score -1429304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1429307.750000 Penalty: 4662.589355
	Iteration 32Q: 3 clusters Score -1429308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1429305.500000 Penalty: 4662.589355
	Iteration 33Q: 3 clusters Score -1429306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1429310.750000 Penalty: 4662.589355
	Iteration 34Q: 3 clusters Score -1429311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1429307.125000 Penalty: 4662.589355
	Iteration 35Q: 3 clusters Score -1429307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1429309.625000 Penalty: 4662.589355
	Iteration 36Q: 3 clusters Score -1429310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1429310.250000 Penalty: 4662.589355
	Iteration 37Q: 3 clusters Score -1429310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1429310.750000 Penalty: 4662.589355
	Iteration 38Q: 3 clusters Score -1429311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1429310.500000 Penalty: 4662.589355
	Iteration 39Q: 3 clusters Score -1429310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1429310.750000 Penalty: 4662.589355
	Iteration 40F: 3 clusters Score -1429311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1429310.375000 Penalty: 4662.589355
	Iteration 41Q: 3 clusters Score -1429310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1429310.375000 Penalty: 4662.589355
	Iteration 42F: 3 clusters Score -1429310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -178913.984375 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -178914 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 665 members 
Entering Unmasked Estep 
Score: -176725.093750 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -176725.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177052.140625 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -177052.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177151.390625 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -177151.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -177187.109375 Penalty: 3568.068359
	Iteration 3Q: 3 clusters Score -177187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177206.015625 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -177206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -177217.796875 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -177217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177225.109375 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -177225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177230.484375 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -177230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177234.843750 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -177234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177236.093750 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -177236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177237.468750 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -177237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -177238.828125 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -177238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -177241.828125 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -177241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -177243.171875 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -177243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177244.656250 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -177244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177244.656250 Penalty: 3568.068359
	Iteration 15F: 3 clusters Score -177244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Entering Unmasked Estep 
Score: -4055409.500000 Penalty: 2554.695068
	Iteration 0F: 2 clusters Score -4055410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4035121.000000 Penalty: 5109.390137
	Iteration 0F: 3 clusters Score -4035121 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4042155.500000 Penalty: 5109.390137
	Iteration 1F: 3 clusters Score -4042156 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -4042478.000000 Penalty: 5109.390137
	Iteration 2Q: 3 clusters Score -4042478 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4042758.500000 Penalty: 5109.390137
	Iteration 3Q: 3 clusters Score -4042758 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4042974.000000 Penalty: 5109.390137
	Iteration 4Q: 3 clusters Score -4042974 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4043228.750000 Penalty: 5109.390137
	Iteration 5Q: 3 clusters Score -4043229 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4043442.250000 Penalty: 5109.390137
	Iteration 6Q: 3 clusters Score -4043442 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4043666.750000 Penalty: 5109.390137
	Iteration 7Q: 3 clusters Score -4043667 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4043900.500000 Penalty: 5109.390137
	Iteration 8Q: 3 clusters Score -4043900 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4044206.750000 Penalty: 5109.390137
	Iteration 9Q: 3 clusters Score -4044207 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4044594.750000 Penalty: 5109.390137
	Iteration 10Q: 3 clusters Score -4044595 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4045091.250000 Penalty: 5109.390137
	Iteration 11Q: 3 clusters Score -4045091 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4045739.250000 Penalty: 5109.390137
	Iteration 12Q: 3 clusters Score -4045739 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4046485.500000 Penalty: 5109.390137
	Iteration 13Q: 3 clusters Score -4046486 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4047210.500000 Penalty: 5109.390137
	Iteration 14Q: 3 clusters Score -4047210 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4047913.500000 Penalty: 5109.390137
	Iteration 15Q: 3 clusters Score -4047914 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4048613.750000 Penalty: 5109.390137
	Iteration 16Q: 3 clusters Score -4048614 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4049220.000000 Penalty: 5109.390137
	Iteration 17Q: 3 clusters Score -4049220 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4049653.250000 Penalty: 5109.390137
	Iteration 18Q: 3 clusters Score -4049653 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4049947.500000 Penalty: 5109.390137
	Iteration 19Q: 3 clusters Score -4049948 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4050142.750000 Penalty: 5109.390137
	Iteration 20F: 3 clusters Score -4050143 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4050281.000000 Penalty: 5109.390137
	Iteration 21Q: 3 clusters Score -4050281 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4050394.250000 Penalty: 5109.390137
	Iteration 22Q: 3 clusters Score -4050394 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4050469.750000 Penalty: 5109.390137
	Iteration 23Q: 3 clusters Score -4050470 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -4050525.000000 Penalty: 5109.390137
	Iteration 24Q: 3 clusters Score -4050525 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -4050590.500000 Penalty: 5109.390137
	Iteration 25Q: 3 clusters Score -4050590 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -4050662.000000 Penalty: 5109.390137
	Iteration 26Q: 3 clusters Score -4050662 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4050731.500000 Penalty: 5109.390137
	Iteration 27Q: 3 clusters Score -4050732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4050793.000000 Penalty: 5109.390137
	Iteration 28Q: 3 clusters Score -4050793 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4050843.250000 Penalty: 5109.390137
	Iteration 29Q: 3 clusters Score -4050843 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4050911.000000 Penalty: 5109.390137
	Iteration 30Q: 3 clusters Score -4050911 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4050979.500000 Penalty: 5109.390137
	Iteration 31Q: 3 clusters Score -4050980 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4051027.250000 Penalty: 5109.390137
	Iteration 32Q: 3 clusters Score -4051027 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4051070.250000 Penalty: 5109.390137
	Iteration 33Q: 3 clusters Score -4051070 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -4051116.250000 Penalty: 5109.390137
	Iteration 34Q: 3 clusters Score -4051116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4051157.000000 Penalty: 5109.390137
	Iteration 35Q: 3 clusters Score -4051157 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4051192.750000 Penalty: 5109.390137
	Iteration 36Q: 3 clusters Score -4051193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4051256.000000 Penalty: 5109.390137
	Iteration 37Q: 3 clusters Score -4051256 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -4051312.250000 Penalty: 5109.390137
	Iteration 38Q: 3 clusters Score -4051312 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4051361.750000 Penalty: 5109.390137
	Iteration 39Q: 3 clusters Score -4051362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4051424.750000 Penalty: 5109.390137
	Iteration 40F: 3 clusters Score -4051425 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4051483.750000 Penalty: 5109.390137
	Iteration 41Q: 3 clusters Score -4051484 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4051548.750000 Penalty: 5109.390137
	Iteration 42Q: 3 clusters Score -4051549 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4051632.750000 Penalty: 5109.390137
	Iteration 43Q: 3 clusters Score -4051633 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4051698.500000 Penalty: 5109.390137
	Iteration 44Q: 3 clusters Score -4051698 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4051807.250000 Penalty: 5109.390137
	Iteration 45Q: 3 clusters Score -4051807 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4051892.250000 Penalty: 5109.390137
	Iteration 46Q: 3 clusters Score -4051892 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4051997.500000 Penalty: 5109.390137
	Iteration 47Q: 3 clusters Score -4051998 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4052084.750000 Penalty: 5109.390137
	Iteration 48Q: 3 clusters Score -4052085 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4052155.000000 Penalty: 5109.390137
	Iteration 49Q: 3 clusters Score -4052155 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4052229.000000 Penalty: 5109.390137
	Iteration 50Q: 3 clusters Score -4052229 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4052315.500000 Penalty: 5109.390137
	Iteration 51Q: 3 clusters Score -4052316 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4052388.500000 Penalty: 5109.390137
	Iteration 52Q: 3 clusters Score -4052388 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4052450.500000 Penalty: 5109.390137
	Iteration 53Q: 3 clusters Score -4052450 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4052515.750000 Penalty: 5109.390137
	Iteration 54Q: 3 clusters Score -4052516 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4052585.250000 Penalty: 5109.390137
	Iteration 55Q: 3 clusters Score -4052585 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4052646.500000 Penalty: 5109.390137
	Iteration 56Q: 3 clusters Score -4052646 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4052691.500000 Penalty: 5109.390137
	Iteration 57Q: 3 clusters Score -4052692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4052737.000000 Penalty: 5109.390137
	Iteration 58Q: 3 clusters Score -4052737 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4052770.750000 Penalty: 5109.390137
	Iteration 59Q: 3 clusters Score -4052771 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4052821.750000 Penalty: 5109.390137
	Iteration 60F: 3 clusters Score -4052822 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4052857.500000 Penalty: 5109.390137
	Iteration 61Q: 3 clusters Score -4052858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4052885.500000 Penalty: 5109.390137
	Iteration 62Q: 3 clusters Score -4052886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4052914.750000 Penalty: 5109.390137
	Iteration 63Q: 3 clusters Score -4052915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4052949.250000 Penalty: 5109.390137
	Iteration 64Q: 3 clusters Score -4052949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4052980.750000 Penalty: 5109.390137
	Iteration 65Q: 3 clusters Score -4052981 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4053002.250000 Penalty: 5109.390137
	Iteration 66Q: 3 clusters Score -4053002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4053013.500000 Penalty: 5109.390137
	Iteration 67Q: 3 clusters Score -4053014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4053039.500000 Penalty: 5109.390137
	Iteration 68Q: 3 clusters Score -4053040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4053053.750000 Penalty: 5109.390137
	Iteration 69Q: 3 clusters Score -4053054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4053082.250000 Penalty: 5109.390137
	Iteration 70Q: 3 clusters Score -4053082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4053097.250000 Penalty: 5109.390137
	Iteration 71Q: 3 clusters Score -4053097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4053124.250000 Penalty: 5109.390137
	Iteration 72Q: 3 clusters Score -4053124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4053137.500000 Penalty: 5109.390137
	Iteration 73Q: 3 clusters Score -4053138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4053141.000000 Penalty: 5109.390137
	Iteration 74Q: 3 clusters Score -4053141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4053141.500000 Penalty: 5109.390137
	Iteration 75Q: 3 clusters Score -4053142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4053149.250000 Penalty: 5109.390137
	Iteration 76Q: 3 clusters Score -4053149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4053150.500000 Penalty: 5109.390137
	Iteration 77Q: 3 clusters Score -4053150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4053165.750000 Penalty: 5109.390137
	Iteration 78Q: 3 clusters Score -4053166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4053171.250000 Penalty: 5109.390137
	Iteration 79Q: 3 clusters Score -4053171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4053185.000000 Penalty: 5109.390137
	Iteration 80F: 3 clusters Score -4053185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4053195.000000 Penalty: 5109.390137
	Iteration 81Q: 3 clusters Score -4053195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4053197.750000 Penalty: 5109.390137
	Iteration 82Q: 3 clusters Score -4053198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4053201.000000 Penalty: 5109.390137
	Iteration 83Q: 3 clusters Score -4053201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4053205.750000 Penalty: 5109.390137
	Iteration 84Q: 3 clusters Score -4053206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4053204.500000 Penalty: 5109.390137
	Iteration 85Q: 3 clusters Score -4053204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4053206.250000 Penalty: 5109.390137
	Iteration 86Q: 3 clusters Score -4053206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4053207.250000 Penalty: 5109.390137
	Iteration 87Q: 3 clusters Score -4053207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4053212.500000 Penalty: 5109.390137
	Iteration 88Q: 3 clusters Score -4053212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4053218.250000 Penalty: 5109.390137
	Iteration 89Q: 3 clusters Score -4053218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4053223.500000 Penalty: 5109.390137
	Iteration 90Q: 3 clusters Score -4053224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4053224.250000 Penalty: 5109.390137
	Iteration 91Q: 3 clusters Score -4053224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4053229.000000 Penalty: 5109.390137
	Iteration 92Q: 3 clusters Score -4053229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4053227.750000 Penalty: 5109.390137
	Iteration 93Q: 3 clusters Score -4053228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4053231.250000 Penalty: 5109.390137
	Iteration 94Q: 3 clusters Score -4053231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4053235.500000 Penalty: 5109.390137
	Iteration 95Q: 3 clusters Score -4053236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4053238.750000 Penalty: 5109.390137
	Iteration 96Q: 3 clusters Score -4053239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4053239.250000 Penalty: 5109.390137
	Iteration 97Q: 3 clusters Score -4053239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4053234.000000 Penalty: 5109.390137
	Iteration 98Q: 3 clusters Score -4053234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4053235.750000 Penalty: 5109.390137
	Iteration 99Q: 3 clusters Score -4053236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4053240.500000 Penalty: 5109.390137
	Iteration 100F: 3 clusters Score -4053240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4053245.500000 Penalty: 5109.390137
	Iteration 101Q: 3 clusters Score -4053246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4053244.250000 Penalty: 5109.390137
	Iteration 102Q: 3 clusters Score -4053244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4053243.000000 Penalty: 5109.390137
	Iteration 103Q: 3 clusters Score -4053243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4053244.000000 Penalty: 5109.390137
	Iteration 104Q: 3 clusters Score -4053244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4053244.000000 Penalty: 5109.390137
	Iteration 105F: 3 clusters Score -4053244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69559.937500 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69559.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67995.421875 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67995.42 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68229.875000 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -68229.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68324.539062 Penalty: 3153.489746
	Iteration 2Q: 3 clusters Score -68324.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68384.625000 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -68384.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68428.804688 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -68428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68453.062500 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -68453.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68475.062500 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -68475.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68506.460938 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -68506.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68546.453125 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -68546.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68644.117188 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -68644.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68763.750000 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -68763.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68804.210938 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -68804.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68819.312500 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -68819.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68827.906250 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -68827.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68834.062500 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -68834.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68836.093750 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -68836.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68841.718750 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -68841.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68842.726562 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -68842.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68843.476562 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -68843.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68843.476562 Penalty: 3153.489746
	Iteration 19F: 3 clusters Score -68843.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -239148.406250 Penalty: 1874.641479
	Iteration 0F: 2 clusters Score -239148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -236570.531250 Penalty: 3749.282959
	Iteration 0F: 3 clusters Score -236570.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237069.890625 Penalty: 3749.282959
	Iteration 1F: 3 clusters Score -237069.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237202.921875 Penalty: 3749.282959
	Iteration 2F: 3 clusters Score -237202.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237289.390625 Penalty: 3749.282959
	Iteration 3F: 3 clusters Score -237289.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -237346.515625 Penalty: 3749.282959
	Iteration 4Q: 3 clusters Score -237346.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -237417.953125 Penalty: 3749.282959
	Iteration 5Q: 3 clusters Score -237418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237512.750000 Penalty: 3749.282959
	Iteration 6Q: 3 clusters Score -237512.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237679.718750 Penalty: 3749.282959
	Iteration 7Q: 3 clusters Score -237679.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -237871.593750 Penalty: 3749.282959
	Iteration 8F: 3 clusters Score -237871.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -238070.859375 Penalty: 3749.282959
	Iteration 9F: 3 clusters Score -238070.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -238229.625000 Penalty: 3749.282959
	Iteration 10Q: 3 clusters Score -238229.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -238340.546875 Penalty: 3749.282959
	Iteration 11Q: 3 clusters Score -238340.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -238453.921875 Penalty: 3749.282959
	Iteration 12Q: 3 clusters Score -238453.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -238515.078125 Penalty: 3749.282959
	Iteration 13Q: 3 clusters Score -238515.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -238547.921875 Penalty: 3749.282959
	Iteration 14Q: 3 clusters Score -238547.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -238576.171875 Penalty: 3749.282959
	Iteration 15Q: 3 clusters Score -238576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -238596.890625 Penalty: 3749.282959
	Iteration 16Q: 3 clusters Score -238596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -238608.187500 Penalty: 3749.282959
	Iteration 17Q: 3 clusters Score -238608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -238614.515625 Penalty: 3749.282959
	Iteration 18Q: 3 clusters Score -238614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238621.140625 Penalty: 3749.282959
	Iteration 19Q: 3 clusters Score -238621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238622.671875 Penalty: 3749.282959
	Iteration 20F: 3 clusters Score -238622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -238626.734375 Penalty: 3749.282959
	Iteration 21Q: 3 clusters Score -238626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238635.796875 Penalty: 3749.282959
	Iteration 22Q: 3 clusters Score -238635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -238705.390625 Penalty: 3749.282959
	Iteration 23Q: 3 clusters Score -238705.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -238769.156250 Penalty: 3749.282959
	Iteration 24Q: 3 clusters Score -238769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -238790.125000 Penalty: 3749.282959
	Iteration 25Q: 3 clusters Score -238790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -238793.796875 Penalty: 3749.282959
	Iteration 26Q: 3 clusters Score -238793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -238796.046875 Penalty: 3749.282959
	Iteration 27Q: 3 clusters Score -238796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -238798.562500 Penalty: 3749.282959
	Iteration 28Q: 3 clusters Score -238798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -238799.656250 Penalty: 3749.282959
	Iteration 29Q: 3 clusters Score -238799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -238799.656250 Penalty: 3749.282959
	Iteration 30F: 3 clusters Score -238799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Entering Unmasked Estep 
Score: -5671875.000000 Penalty: 2637.882812
	Iteration 0F: 2 clusters Score -5671875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5643746.500000 Penalty: 5275.765625
	Iteration 0F: 3 clusters Score -5643746 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5654133.000000 Penalty: 5275.765625
	Iteration 1F: 3 clusters Score -5654133 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5654624.500000 Penalty: 5275.765625
	Iteration 2Q: 3 clusters Score -5654624 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -5655141.500000 Penalty: 5275.765625
	Iteration 3Q: 3 clusters Score -5655142 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5655854.000000 Penalty: 5275.765625
	Iteration 4Q: 3 clusters Score -5655854 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5656928.000000 Penalty: 5275.765625
	Iteration 5F: 3 clusters Score -5656928 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5658738.500000 Penalty: 5275.765625
	Iteration 6F: 3 clusters Score -5658738 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -5661312.000000 Penalty: 5275.765625
	Iteration 7F: 3 clusters Score -5661312 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5664528.500000 Penalty: 5275.765625
	Iteration 8F: 3 clusters Score -5664528 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5667064.000000 Penalty: 5275.765625
	Iteration 9F: 3 clusters Score -5667064 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5668603.500000 Penalty: 5275.765625
	Iteration 10Q: 3 clusters Score -5668604 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5669271.000000 Penalty: 5275.765625
	Iteration 11Q: 3 clusters Score -5669271 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5669544.000000 Penalty: 5275.765625
	Iteration 12Q: 3 clusters Score -5669544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5669709.500000 Penalty: 5275.765625
	Iteration 13Q: 3 clusters Score -5669710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5669799.500000 Penalty: 5275.765625
	Iteration 14Q: 3 clusters Score -5669800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5669858.000000 Penalty: 5275.765625
	Iteration 15Q: 3 clusters Score -5669858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5669889.000000 Penalty: 5275.765625
	Iteration 16Q: 3 clusters Score -5669889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5669907.000000 Penalty: 5275.765625
	Iteration 17Q: 3 clusters Score -5669907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5669915.000000 Penalty: 5275.765625
	Iteration 18Q: 3 clusters Score -5669915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5669926.500000 Penalty: 5275.765625
	Iteration 19Q: 3 clusters Score -5669926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5669940.000000 Penalty: 5275.765625
	Iteration 20F: 3 clusters Score -5669940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5669941.000000 Penalty: 5275.765625
	Iteration 21Q: 3 clusters Score -5669941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5669944.500000 Penalty: 5275.765625
	Iteration 22Q: 3 clusters Score -5669944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5669955.500000 Penalty: 5275.765625
	Iteration 23Q: 3 clusters Score -5669956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5669953.500000 Penalty: 5275.765625
	Iteration 24Q: 3 clusters Score -5669954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5669957.500000 Penalty: 5275.765625
	Iteration 25Q: 3 clusters Score -5669958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5669957.500000 Penalty: 5275.765625
	Iteration 26F: 3 clusters Score -5669958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Entering Unmasked Estep 
Score: -1088777.500000 Penalty: 2242.455322
	Iteration 0F: 2 clusters Score -1088778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1082163.625000 Penalty: 4484.910645
	Iteration 0F: 3 clusters Score -1082164 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1084090.375000 Penalty: 4484.910645
	Iteration 1F: 3 clusters Score -1084090 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1084432.250000 Penalty: 4484.910645
	Iteration 2F: 3 clusters Score -1084432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1084731.125000 Penalty: 4484.910645
	Iteration 3Q: 3 clusters Score -1084731 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1085051.500000 Penalty: 4484.910645
	Iteration 4F: 3 clusters Score -1085052 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1085361.125000 Penalty: 4484.910645
	Iteration 5F: 3 clusters Score -1085361 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1085686.375000 Penalty: 4484.910645
	Iteration 6F: 3 clusters Score -1085686 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1085990.125000 Penalty: 4484.910645
	Iteration 7F: 3 clusters Score -1085990 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1086252.500000 Penalty: 4484.910645
	Iteration 8F: 3 clusters Score -1086252 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1086505.625000 Penalty: 4484.910645
	Iteration 9Q: 3 clusters Score -1086506 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1086697.125000 Penalty: 4484.910645
	Iteration 10Q: 3 clusters Score -1086697 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1086872.625000 Penalty: 4484.910645
	Iteration 11Q: 3 clusters Score -1086873 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1087025.000000 Penalty: 4484.910645
	Iteration 12Q: 3 clusters Score -1087025 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1087141.500000 Penalty: 4484.910645
	Iteration 13Q: 3 clusters Score -1087142 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1087211.625000 Penalty: 4484.910645
	Iteration 14Q: 3 clusters Score -1087212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1087270.125000 Penalty: 4484.910645
	Iteration 15Q: 3 clusters Score -1087270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1087319.000000 Penalty: 4484.910645
	Iteration 16Q: 3 clusters Score -1087319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1087351.875000 Penalty: 4484.910645
	Iteration 17Q: 3 clusters Score -1087352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1087382.125000 Penalty: 4484.910645
	Iteration 18Q: 3 clusters Score -1087382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1087401.750000 Penalty: 4484.910645
	Iteration 19Q: 3 clusters Score -1087402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1087422.125000 Penalty: 4484.910645
	Iteration 20F: 3 clusters Score -1087422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1087439.250000 Penalty: 4484.910645
	Iteration 21Q: 3 clusters Score -1087439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1087447.500000 Penalty: 4484.910645
	Iteration 22Q: 3 clusters Score -1087448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1087454.250000 Penalty: 4484.910645
	Iteration 23Q: 3 clusters Score -1087454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1087462.250000 Penalty: 4484.910645
	Iteration 24Q: 3 clusters Score -1087462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1087467.625000 Penalty: 4484.910645
	Iteration 25Q: 3 clusters Score -1087468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1087471.625000 Penalty: 4484.910645
	Iteration 26Q: 3 clusters Score -1087472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1087481.625000 Penalty: 4484.910645
	Iteration 27Q: 3 clusters Score -1087482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1087485.250000 Penalty: 4484.910645
	Iteration 28Q: 3 clusters Score -1087485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1087493.500000 Penalty: 4484.910645
	Iteration 29Q: 3 clusters Score -1087494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1087495.750000 Penalty: 4484.910645
	Iteration 30Q: 3 clusters Score -1087496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1087497.000000 Penalty: 4484.910645
	Iteration 31Q: 3 clusters Score -1087497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1087505.875000 Penalty: 4484.910645
	Iteration 32Q: 3 clusters Score -1087506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1087506.125000 Penalty: 4484.910645
	Iteration 33Q: 3 clusters Score -1087506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1087508.625000 Penalty: 4484.910645
	Iteration 34Q: 3 clusters Score -1087509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1087514.250000 Penalty: 4484.910645
	Iteration 35Q: 3 clusters Score -1087514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1087515.375000 Penalty: 4484.910645
	Iteration 36Q: 3 clusters Score -1087515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1087518.500000 Penalty: 4484.910645
	Iteration 37Q: 3 clusters Score -1087518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1087521.125000 Penalty: 4484.910645
	Iteration 38Q: 3 clusters Score -1087521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1087526.000000 Penalty: 4484.910645
	Iteration 39Q: 3 clusters Score -1087526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1087527.750000 Penalty: 4484.910645
	Iteration 40F: 3 clusters Score -1087528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1087530.875000 Penalty: 4484.910645
	Iteration 41Q: 3 clusters Score -1087531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1087531.875000 Penalty: 4484.910645
	Iteration 42Q: 3 clusters Score -1087532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1087532.500000 Penalty: 4484.910645
	Iteration 43Q: 3 clusters Score -1087532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1087534.625000 Penalty: 4484.910645
	Iteration 44Q: 3 clusters Score -1087535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1087534.750000 Penalty: 4484.910645
	Iteration 45Q: 3 clusters Score -1087535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1087534.750000 Penalty: 4484.910645
	Iteration 46Q: 3 clusters Score -1087535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1087534.750000 Penalty: 4484.910645
	Iteration 47F: 3 clusters Score -1087535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Entering Unmasked Estep 
Score: -1644342.500000 Penalty: 2343.225830
	Iteration 0F: 2 clusters Score -1644342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1635000.500000 Penalty: 4686.451660
	Iteration 0F: 3 clusters Score -1635000 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1637817.750000 Penalty: 4686.451660
	Iteration 1F: 3 clusters Score -1637818 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1638237.250000 Penalty: 4686.451660
	Iteration 2F: 3 clusters Score -1638237 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1638717.500000 Penalty: 4686.451660
	Iteration 3F: 3 clusters Score -1638718 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1639336.375000 Penalty: 4686.451660
	Iteration 4F: 3 clusters Score -1639336 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1640122.125000 Penalty: 4686.451660
	Iteration 5F: 3 clusters Score -1640122 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1640894.500000 Penalty: 4686.451660
	Iteration 6F: 3 clusters Score -1640894 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1641578.250000 Penalty: 4686.451660
	Iteration 7F: 3 clusters Score -1641578 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1642079.750000 Penalty: 4686.451660
	Iteration 8Q: 3 clusters Score -1642080 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1642450.875000 Penalty: 4686.451660
	Iteration 9Q: 3 clusters Score -1642451 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1642658.250000 Penalty: 4686.451660
	Iteration 10Q: 3 clusters Score -1642658 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1642792.125000 Penalty: 4686.451660
	Iteration 11Q: 3 clusters Score -1642792 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1642884.500000 Penalty: 4686.451660
	Iteration 12Q: 3 clusters Score -1642884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1642925.125000 Penalty: 4686.451660
	Iteration 13Q: 3 clusters Score -1642925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1642955.125000 Penalty: 4686.451660
	Iteration 14Q: 3 clusters Score -1642955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1642977.000000 Penalty: 4686.451660
	Iteration 15Q: 3 clusters Score -1642977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1642994.000000 Penalty: 4686.451660
	Iteration 16Q: 3 clusters Score -1642994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1643008.250000 Penalty: 4686.451660
	Iteration 17Q: 3 clusters Score -1643008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1643013.875000 Penalty: 4686.451660
	Iteration 18Q: 3 clusters Score -1643014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1643020.625000 Penalty: 4686.451660
	Iteration 19Q: 3 clusters Score -1643021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1643022.000000 Penalty: 4686.451660
	Iteration 20F: 3 clusters Score -1643022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1643023.750000 Penalty: 4686.451660
	Iteration 21Q: 3 clusters Score -1643024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1643021.750000 Penalty: 4686.451660
	Iteration 22Q: 3 clusters Score -1643022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1643023.375000 Penalty: 4686.451660
	Iteration 23Q: 3 clusters Score -1643023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1643027.000000 Penalty: 4686.451660
	Iteration 24Q: 3 clusters Score -1643027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1643026.125000 Penalty: 4686.451660
	Iteration 25Q: 3 clusters Score -1643026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1643028.125000 Penalty: 4686.451660
	Iteration 26Q: 3 clusters Score -1643028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1643026.750000 Penalty: 4686.451660
	Iteration 27Q: 3 clusters Score -1643027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1643026.250000 Penalty: 4686.451660
	Iteration 28Q: 3 clusters Score -1643026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1643026.000000 Penalty: 4686.451660
	Iteration 29Q: 3 clusters Score -1643026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1643026.000000 Penalty: 4686.451660
	Iteration 30F: 3 clusters Score -1643026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Entering Unmasked Estep 
Score: -10314307.000000 Penalty: 2794.038086
	Iteration 0F: 2 clusters Score -1.031431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -10261923.000000 Penalty: 5588.076172
	Iteration 0F: 3 clusters Score -1.026192e+07 nChanged 36788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -10282798.000000 Penalty: 5588.076172
	Iteration 1F: 3 clusters Score -1.02828e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -10283808.000000 Penalty: 5588.076172
	Iteration 2Q: 3 clusters Score -1.028381e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -10285461.000000 Penalty: 5588.076172
	Iteration 3Q: 3 clusters Score -1.028546e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -10288194.000000 Penalty: 5588.076172
	Iteration 4F: 3 clusters Score -1.028819e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -10292643.000000 Penalty: 5588.076172
	Iteration 5F: 3 clusters Score -1.029264e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -10298628.000000 Penalty: 5588.076172
	Iteration 6F: 3 clusters Score -1.029863e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -10304697.000000 Penalty: 5588.076172
	Iteration 7F: 3 clusters Score -1.03047e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -10308668.000000 Penalty: 5588.076172
	Iteration 8F: 3 clusters Score -1.030867e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10310560.000000 Penalty: 5588.076172
	Iteration 9Q: 3 clusters Score -1.031056e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10311369.000000 Penalty: 5588.076172
	Iteration 10Q: 3 clusters Score -1.031137e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10311648.000000 Penalty: 5588.076172
	Iteration 11Q: 3 clusters Score -1.031165e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10311752.000000 Penalty: 5588.076172
	Iteration 12Q: 3 clusters Score -1.031175e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10311807.000000 Penalty: 5588.076172
	Iteration 13Q: 3 clusters Score -1.031181e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10311865.000000 Penalty: 5588.076172
	Iteration 14Q: 3 clusters Score -1.031186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10311900.000000 Penalty: 5588.076172
	Iteration 15Q: 3 clusters Score -1.03119e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10311920.000000 Penalty: 5588.076172
	Iteration 16Q: 3 clusters Score -1.031192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10311930.000000 Penalty: 5588.076172
	Iteration 17Q: 3 clusters Score -1.031193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10311957.000000 Penalty: 5588.076172
	Iteration 18Q: 3 clusters Score -1.031196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10311983.000000 Penalty: 5588.076172
	Iteration 19Q: 3 clusters Score -1.031198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10311998.000000 Penalty: 5588.076172
	Iteration 20F: 3 clusters Score -1.0312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10312005.000000 Penalty: 5588.076172
	Iteration 21Q: 3 clusters Score -1.0312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10312007.000000 Penalty: 5588.076172
	Iteration 22Q: 3 clusters Score -1.031201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10312011.000000 Penalty: 5588.076172
	Iteration 23Q: 3 clusters Score -1.031201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10312011.000000 Penalty: 5588.076172
	Iteration 24Q: 3 clusters Score -1.031201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10312016.000000 Penalty: 5588.076172
	Iteration 25Q: 3 clusters Score -1.031202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10312028.000000 Penalty: 5588.076172
	Iteration 26Q: 3 clusters Score -1.031203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10312031.000000 Penalty: 5588.076172
	Iteration 27Q: 3 clusters Score -1.031203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10312028.000000 Penalty: 5588.076172
	Iteration 28Q: 3 clusters Score -1.031203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10312028.000000 Penalty: 5588.076172
	Iteration 29Q: 3 clusters Score -1.031203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10312025.000000 Penalty: 5588.076172
	Iteration 30Q: 3 clusters Score -1.031202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10312033.000000 Penalty: 5588.076172
	Iteration 31Q: 3 clusters Score -1.031203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10312031.000000 Penalty: 5588.076172
	Iteration 32Q: 3 clusters Score -1.031203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10312031.000000 Penalty: 5588.076172
	Iteration 33F: 3 clusters Score -1.031203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (144299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144299 members 
Entering Unmasked Estep 
Score: -19485684.000000 Penalty: 2946.151367
	Iteration 0F: 2 clusters Score -1.948568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -19389194.000000 Penalty: 5892.302734
	Iteration 0F: 3 clusters Score -1.938919e+07 nChanged 68862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -19429454.000000 Penalty: 5892.302734
	Iteration 1F: 3 clusters Score -1.942945e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -19430828.000000 Penalty: 5892.302734
	Iteration 2Q: 3 clusters Score -1.943083e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -19432782.000000 Penalty: 5892.302734
	Iteration 3Q: 3 clusters Score -1.943278e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -19435612.000000 Penalty: 5892.302734
	Iteration 4Q: 3 clusters Score -1.943561e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -19439216.000000 Penalty: 5892.302734
	Iteration 5Q: 3 clusters Score -1.943922e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -19444330.000000 Penalty: 5892.302734
	Iteration 6F: 3 clusters Score -1.944433e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -19450686.000000 Penalty: 5892.302734
	Iteration 7F: 3 clusters Score -1.945069e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -19458520.000000 Penalty: 5892.302734
	Iteration 8F: 3 clusters Score -1.945852e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -19464382.000000 Penalty: 5892.302734
	Iteration 9F: 3 clusters Score -1.946438e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -19467394.000000 Penalty: 5892.302734
	Iteration 10Q: 3 clusters Score -1.946739e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -19468636.000000 Penalty: 5892.302734
	Iteration 11Q: 3 clusters Score -1.946864e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -19469454.000000 Penalty: 5892.302734
	Iteration 12Q: 3 clusters Score -1.946945e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -19470200.000000 Penalty: 5892.302734
	Iteration 13Q: 3 clusters Score -1.94702e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -19470910.000000 Penalty: 5892.302734
	Iteration 14Q: 3 clusters Score -1.947091e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -19471884.000000 Penalty: 5892.302734
	Iteration 15Q: 3 clusters Score -1.947188e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -19472750.000000 Penalty: 5892.302734
	Iteration 16Q: 3 clusters Score -1.947275e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -19473630.000000 Penalty: 5892.302734
	Iteration 17Q: 3 clusters Score -1.947363e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -19474382.000000 Penalty: 5892.302734
	Iteration 18Q: 3 clusters Score -1.947438e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -19474954.000000 Penalty: 5892.302734
	Iteration 19Q: 3 clusters Score -1.947495e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -19475508.000000 Penalty: 5892.302734
	Iteration 20F: 3 clusters Score -1.947551e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -19476038.000000 Penalty: 5892.302734
	Iteration 21Q: 3 clusters Score -1.947604e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -19476372.000000 Penalty: 5892.302734
	Iteration 22Q: 3 clusters Score -1.947637e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -19476752.000000 Penalty: 5892.302734
	Iteration 23Q: 3 clusters Score -1.947675e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -19477074.000000 Penalty: 5892.302734
	Iteration 24Q: 3 clusters Score -1.947707e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -19477380.000000 Penalty: 5892.302734
	Iteration 25Q: 3 clusters Score -1.947738e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -19477700.000000 Penalty: 5892.302734
	Iteration 26Q: 3 clusters Score -1.94777e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -19478174.000000 Penalty: 5892.302734
	Iteration 27Q: 3 clusters Score -1.947817e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -19478468.000000 Penalty: 5892.302734
	Iteration 28Q: 3 clusters Score -1.947847e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 111352 members 
Entering Unmasked Estep 
Score: -19478840.000000 Penalty: 5892.302734
	Iteration 29Q: 3 clusters Score -1.947884e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -19479180.000000 Penalty: 5892.302734
	Iteration 30Q: 3 clusters Score -1.947918e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -19479398.000000 Penalty: 5892.302734
	Iteration 31Q: 3 clusters Score -1.94794e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -19479720.000000 Penalty: 5892.302734
	Iteration 32Q: 3 clusters Score -1.947972e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -19480108.000000 Penalty: 5892.302734
	Iteration 33Q: 3 clusters Score -1.948011e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 119446 members 
Entering Unmasked Estep 
Score: -19480310.000000 Penalty: 5892.302734
	Iteration 34Q: 3 clusters Score -1.948031e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -19480548.000000 Penalty: 5892.302734
	Iteration 35Q: 3 clusters Score -1.948055e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -19480910.000000 Penalty: 5892.302734
	Iteration 36Q: 3 clusters Score -1.948091e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -19481184.000000 Penalty: 5892.302734
	Iteration 37Q: 3 clusters Score -1.948118e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 124848 members 
Entering Unmasked Estep 
Score: -19481468.000000 Penalty: 5892.302734
	Iteration 38Q: 3 clusters Score -1.948147e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -19481574.000000 Penalty: 5892.302734
	Iteration 39Q: 3 clusters Score -1.948157e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -19481856.000000 Penalty: 5892.302734
	Iteration 40F: 3 clusters Score -1.948186e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 128342 members 
Entering Unmasked Estep 
Score: -19482092.000000 Penalty: 5892.302734
	Iteration 41Q: 3 clusters Score -1.948209e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 129372 members 
Entering Unmasked Estep 
Score: -19482368.000000 Penalty: 5892.302734
	Iteration 42Q: 3 clusters Score -1.948237e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -19482556.000000 Penalty: 5892.302734
	Iteration 43Q: 3 clusters Score -1.948256e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 131225 members 
Entering Unmasked Estep 
Score: -19482758.000000 Penalty: 5892.302734
	Iteration 44Q: 3 clusters Score -1.948276e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 132067 members 
Entering Unmasked Estep 
Score: -19482868.000000 Penalty: 5892.302734
	Iteration 45Q: 3 clusters Score -1.948287e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -19483054.000000 Penalty: 5892.302734
	Iteration 46Q: 3 clusters Score -1.948305e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 133515 members 
Entering Unmasked Estep 
Score: -19483170.000000 Penalty: 5892.302734
	Iteration 47Q: 3 clusters Score -1.948317e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 134101 members 
Entering Unmasked Estep 
Score: -19483292.000000 Penalty: 5892.302734
	Iteration 48Q: 3 clusters Score -1.948329e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -19483342.000000 Penalty: 5892.302734
	Iteration 49Q: 3 clusters Score -1.948334e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -19483420.000000 Penalty: 5892.302734
	Iteration 50Q: 3 clusters Score -1.948342e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -19483440.000000 Penalty: 5892.302734
	Iteration 51Q: 3 clusters Score -1.948344e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -19483518.000000 Penalty: 5892.302734
	Iteration 52Q: 3 clusters Score -1.948352e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 136350 members 
Entering Unmasked Estep 
Score: -19483616.000000 Penalty: 5892.302734
	Iteration 53Q: 3 clusters Score -1.948362e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -19483636.000000 Penalty: 5892.302734
	Iteration 54Q: 3 clusters Score -1.948364e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -19483666.000000 Penalty: 5892.302734
	Iteration 55Q: 3 clusters Score -1.948367e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -19483678.000000 Penalty: 5892.302734
	Iteration 56Q: 3 clusters Score -1.948368e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 137562 members 
Entering Unmasked Estep 
Score: -19483694.000000 Penalty: 5892.302734
	Iteration 57Q: 3 clusters Score -1.948369e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -19483716.000000 Penalty: 5892.302734
	Iteration 58Q: 3 clusters Score -1.948372e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 138171 members 
Entering Unmasked Estep 
Score: -19483704.000000 Penalty: 5892.302734
	Iteration 59Q: 3 clusters Score -1.94837e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 138429 members 
Entering Unmasked Estep 
Score: -19483768.000000 Penalty: 5892.302734
	Iteration 60F: 3 clusters Score -1.948377e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -19483796.000000 Penalty: 5892.302734
	Iteration 61Q: 3 clusters Score -1.94838e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 138860 members 
Entering Unmasked Estep 
Score: -19483812.000000 Penalty: 5892.302734
	Iteration 62Q: 3 clusters Score -1.948381e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -19483854.000000 Penalty: 5892.302734
	Iteration 63Q: 3 clusters Score -1.948385e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -19483858.000000 Penalty: 5892.302734
	Iteration 64Q: 3 clusters Score -1.948386e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -19483886.000000 Penalty: 5892.302734
	Iteration 65Q: 3 clusters Score -1.948389e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -19483854.000000 Penalty: 5892.302734
	Iteration 66Q: 3 clusters Score -1.948385e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 139639 members 
Entering Unmasked Estep 
Score: -19483912.000000 Penalty: 5892.302734
	Iteration 67Q: 3 clusters Score -1.948391e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 139753 members 
Entering Unmasked Estep 
Score: -19483924.000000 Penalty: 5892.302734
	Iteration 68Q: 3 clusters Score -1.948392e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -19483954.000000 Penalty: 5892.302734
	Iteration 69Q: 3 clusters Score -1.948395e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 139963 members 
Entering Unmasked Estep 
Score: -19484006.000000 Penalty: 5892.302734
	Iteration 70Q: 3 clusters Score -1.948401e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 140061 members 
Entering Unmasked Estep 
Score: -19484064.000000 Penalty: 5892.302734
	Iteration 71Q: 3 clusters Score -1.948406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -19484022.000000 Penalty: 5892.302734
	Iteration 72Q: 3 clusters Score -1.948402e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 140224 members 
Entering Unmasked Estep 
Score: -19484024.000000 Penalty: 5892.302734
	Iteration 73Q: 3 clusters Score -1.948402e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 140296 members 
Entering Unmasked Estep 
Score: -19484034.000000 Penalty: 5892.302734
	Iteration 74Q: 3 clusters Score -1.948403e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 140362 members 
Entering Unmasked Estep 
Score: -19484046.000000 Penalty: 5892.302734
	Iteration 75Q: 3 clusters Score -1.948405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -19484068.000000 Penalty: 5892.302734
	Iteration 76Q: 3 clusters Score -1.948407e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -19484108.000000 Penalty: 5892.302734
	Iteration 77Q: 3 clusters Score -1.948411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 140566 members 
Entering Unmasked Estep 
Score: -19484146.000000 Penalty: 5892.302734
	Iteration 78Q: 3 clusters Score -1.948415e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 140630 members 
Entering Unmasked Estep 
Score: -19484140.000000 Penalty: 5892.302734
	Iteration 79Q: 3 clusters Score -1.948414e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -19484100.000000 Penalty: 5892.302734
	Iteration 80F: 3 clusters Score -1.94841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -19484130.000000 Penalty: 5892.302734
	Iteration 81Q: 3 clusters Score -1.948413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 140779 members 
Entering Unmasked Estep 
Score: -19484106.000000 Penalty: 5892.302734
	Iteration 82Q: 3 clusters Score -1.948411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 140817 members 
Entering Unmasked Estep 
Score: -19484134.000000 Penalty: 5892.302734
	Iteration 83Q: 3 clusters Score -1.948413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 140840 members 
Entering Unmasked Estep 
Score: -19484122.000000 Penalty: 5892.302734
	Iteration 84Q: 3 clusters Score -1.948412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 140855 members 
Entering Unmasked Estep 
Score: -19484146.000000 Penalty: 5892.302734
	Iteration 85Q: 3 clusters Score -1.948415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 140878 members 
Entering Unmasked Estep 
Score: -19484144.000000 Penalty: 5892.302734
	Iteration 86Q: 3 clusters Score -1.948414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 140899 members 
Entering Unmasked Estep 
Score: -19484146.000000 Penalty: 5892.302734
	Iteration 87Q: 3 clusters Score -1.948415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 140913 members 
Entering Unmasked Estep 
Score: -19484160.000000 Penalty: 5892.302734
	Iteration 88Q: 3 clusters Score -1.948416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -19484144.000000 Penalty: 5892.302734
	Iteration 89Q: 3 clusters Score -1.948414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -19484160.000000 Penalty: 5892.302734
	Iteration 90Q: 3 clusters Score -1.948416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
Score: -19484160.000000 Penalty: 5892.302734
	Iteration 91Q: 3 clusters Score -1.948416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 140959 members 
Entering Unmasked Estep 
Score: -19484160.000000 Penalty: 5892.302734
	Iteration 92Q: 3 clusters Score -1.948416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 140970 members 
Entering Unmasked Estep 
Score: -19484162.000000 Penalty: 5892.302734
	Iteration 93Q: 3 clusters Score -1.948416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -19484164.000000 Penalty: 5892.302734
	Iteration 94Q: 3 clusters Score -1.948416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -19484176.000000 Penalty: 5892.302734
	Iteration 95Q: 3 clusters Score -1.948418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -19484176.000000 Penalty: 5892.302734
	Iteration 96Q: 3 clusters Score -1.948418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -19484176.000000 Penalty: 5892.302734
	Iteration 97Q: 3 clusters Score -1.948418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -19484184.000000 Penalty: 5892.302734
	Iteration 98Q: 3 clusters Score -1.948418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -19484172.000000 Penalty: 5892.302734
	Iteration 99Q: 3 clusters Score -1.948417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 141004 members 
Entering Unmasked Estep 
Score: -19484186.000000 Penalty: 5892.302734
	Iteration 100F: 3 clusters Score -1.948419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 141007 members 
Entering Unmasked Estep 
Score: -19484174.000000 Penalty: 5892.302734
	Iteration 101Q: 3 clusters Score -1.948417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -19484180.000000 Penalty: 5892.302734
	Iteration 102Q: 3 clusters Score -1.948418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -19484172.000000 Penalty: 5892.302734
	Iteration 103Q: 3 clusters Score -1.948417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 141016 members 
Entering Unmasked Estep 
Score: -19484174.000000 Penalty: 5892.302734
	Iteration 104Q: 3 clusters Score -1.948417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -19484178.000000 Penalty: 5892.302734
	Iteration 105Q: 3 clusters Score -1.948418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -19484170.000000 Penalty: 5892.302734
	Iteration 106Q: 3 clusters Score -1.948417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 141016 members 
Entering Unmasked Estep 
Score: -19484164.000000 Penalty: 5892.302734
	Iteration 107Q: 3 clusters Score -1.948416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -19484166.000000 Penalty: 5892.302734
	Iteration 108Q: 3 clusters Score -1.948417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -19484164.000000 Penalty: 5892.302734
	Iteration 109Q: 3 clusters Score -1.948416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -19484168.000000 Penalty: 5892.302734
	Iteration 110Q: 3 clusters Score -1.948417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 141023 members 
Entering Unmasked Estep 
Score: -19484174.000000 Penalty: 5892.302734
	Iteration 111Q: 3 clusters Score -1.948417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -19484168.000000 Penalty: 5892.302734
	Iteration 112Q: 3 clusters Score -1.948417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -19484168.000000 Penalty: 5892.302734
	Iteration 113F: 3 clusters Score -1.948417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Entering Unmasked Estep 
Score: -10664748.000000 Penalty: 2794.979004
	Iteration 0F: 2 clusters Score -1.066475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -10612285.000000 Penalty: 5589.958008
	Iteration 0F: 3 clusters Score -1.061228e+07 nChanged 36701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -10633363.000000 Penalty: 5589.958008
	Iteration 1F: 3 clusters Score -1.063336e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -10634454.000000 Penalty: 5589.958008
	Iteration 2Q: 3 clusters Score -1.063445e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -10635916.000000 Penalty: 5589.958008
	Iteration 3Q: 3 clusters Score -1.063592e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -10637979.000000 Penalty: 5589.958008
	Iteration 4F: 3 clusters Score -1.063798e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -10641086.000000 Penalty: 5589.958008
	Iteration 5F: 3 clusters Score -1.064109e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -10645157.000000 Penalty: 5589.958008
	Iteration 6F: 3 clusters Score -1.064516e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -10649597.000000 Penalty: 5589.958008
	Iteration 7F: 3 clusters Score -1.06496e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -10653505.000000 Penalty: 5589.958008
	Iteration 8F: 3 clusters Score -1.06535e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -10656716.000000 Penalty: 5589.958008
	Iteration 9Q: 3 clusters Score -1.065672e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -10659134.000000 Penalty: 5589.958008
	Iteration 10Q: 3 clusters Score -1.065913e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10660634.000000 Penalty: 5589.958008
	Iteration 11Q: 3 clusters Score -1.066063e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10661439.000000 Penalty: 5589.958008
	Iteration 12Q: 3 clusters Score -1.066144e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10661842.000000 Penalty: 5589.958008
	Iteration 13Q: 3 clusters Score -1.066184e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10662050.000000 Penalty: 5589.958008
	Iteration 14Q: 3 clusters Score -1.066205e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10662183.000000 Penalty: 5589.958008
	Iteration 15Q: 3 clusters Score -1.066218e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10662271.000000 Penalty: 5589.958008
	Iteration 16Q: 3 clusters Score -1.066227e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10662322.000000 Penalty: 5589.958008
	Iteration 17Q: 3 clusters Score -1.066232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10662363.000000 Penalty: 5589.958008
	Iteration 18Q: 3 clusters Score -1.066236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10662380.000000 Penalty: 5589.958008
	Iteration 19Q: 3 clusters Score -1.066238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10662418.000000 Penalty: 5589.958008
	Iteration 20F: 3 clusters Score -1.066242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10662427.000000 Penalty: 5589.958008
	Iteration 21Q: 3 clusters Score -1.066243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10662434.000000 Penalty: 5589.958008
	Iteration 22Q: 3 clusters Score -1.066243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10662450.000000 Penalty: 5589.958008
	Iteration 23Q: 3 clusters Score -1.066245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10662446.000000 Penalty: 5589.958008
	Iteration 24Q: 3 clusters Score -1.066245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10662462.000000 Penalty: 5589.958008
	Iteration 25Q: 3 clusters Score -1.066246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10662465.000000 Penalty: 5589.958008
	Iteration 26Q: 3 clusters Score -1.066246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10662470.000000 Penalty: 5589.958008
	Iteration 27Q: 3 clusters Score -1.066247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10662468.000000 Penalty: 5589.958008
	Iteration 28Q: 3 clusters Score -1.066247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10662475.000000 Penalty: 5589.958008
	Iteration 29Q: 3 clusters Score -1.066248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10662475.000000 Penalty: 5589.958008
	Iteration 30F: 3 clusters Score -1.066248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -51727.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -51727.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50246.847656 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -50246.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50401.847656 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -50401.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50452.699219 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -50452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50467.773438 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -50467.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50483.820312 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -50483.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50492.464844 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -50492.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50503.312500 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -50503.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50515.507812 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -50515.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50523.546875 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -50523.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50525.859375 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -50525.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50533.101562 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -50533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50537.996094 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -50538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50546.007812 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -50546.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50566.101562 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -50566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50582.984375 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -50582.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50593.367188 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -50593.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50596.312500 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -50596.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50607.117188 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -50607.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50608.296875 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -50608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50612.550781 Penalty: 3005.324951
	Iteration 19Q: 3 clusters Score -50612.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50612.550781 Penalty: 3005.324951
	Iteration 20F: 3 clusters Score -50612.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32362.523438 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -32362.52 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 139 members 
Entering Unmasked Estep 
Score: -31101.326172 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -31101.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31237.505859 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -31237.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31307.804688 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -31307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31336.830078 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -31336.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31363.607422 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31363.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31386.058594 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31386.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31402.837891 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -31402.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31425.751953 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -31425.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31435.580078 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -31435.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31443.613281 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -31443.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31456.117188 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -31456.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31467.128906 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -31467.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31475.607422 Penalty: 2805.372070
	Iteration 12Q: 3 clusters Score -31475.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31489.554688 Penalty: 2805.372070
	Iteration 13Q: 3 clusters Score -31489.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31493.386719 Penalty: 2805.372070
	Iteration 14Q: 3 clusters Score -31493.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31493.386719 Penalty: 2805.372070
	Iteration 15F: 3 clusters Score -31493.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -1052182.750000 Penalty: 2231.997314
	Iteration 0F: 2 clusters Score -1052183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1045734.187500 Penalty: 4463.994629
	Iteration 0F: 3 clusters Score -1045734 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1047648.500000 Penalty: 4463.994629
	Iteration 1F: 3 clusters Score -1047648 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1048010.812500 Penalty: 4463.994629
	Iteration 2F: 3 clusters Score -1048011 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1048295.062500 Penalty: 4463.994629
	Iteration 3F: 3 clusters Score -1048295 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1048517.437500 Penalty: 4463.994629
	Iteration 4F: 3 clusters Score -1048517 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1048700.375000 Penalty: 4463.994629
	Iteration 5Q: 3 clusters Score -1048700 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1048874.000000 Penalty: 4463.994629
	Iteration 6Q: 3 clusters Score -1048874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1049007.000000 Penalty: 4463.994629
	Iteration 7Q: 3 clusters Score -1049007 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1049122.125000 Penalty: 4463.994629
	Iteration 8Q: 3 clusters Score -1049122 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1049218.250000 Penalty: 4463.994629
	Iteration 9Q: 3 clusters Score -1049218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1049297.875000 Penalty: 4463.994629
	Iteration 10Q: 3 clusters Score -1049298 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1049367.750000 Penalty: 4463.994629
	Iteration 11Q: 3 clusters Score -1049368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1049440.250000 Penalty: 4463.994629
	Iteration 12Q: 3 clusters Score -1049440 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1049497.625000 Penalty: 4463.994629
	Iteration 13Q: 3 clusters Score -1049498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1049544.625000 Penalty: 4463.994629
	Iteration 14Q: 3 clusters Score -1049545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1049583.500000 Penalty: 4463.994629
	Iteration 15Q: 3 clusters Score -1049584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1049615.750000 Penalty: 4463.994629
	Iteration 16Q: 3 clusters Score -1049616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1049657.625000 Penalty: 4463.994629
	Iteration 17Q: 3 clusters Score -1049658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1049696.125000 Penalty: 4463.994629
	Iteration 18Q: 3 clusters Score -1049696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1049732.250000 Penalty: 4463.994629
	Iteration 19Q: 3 clusters Score -1049732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1049780.125000 Penalty: 4463.994629
	Iteration 20F: 3 clusters Score -1049780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1049815.125000 Penalty: 4463.994629
	Iteration 21Q: 3 clusters Score -1049815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1049854.750000 Penalty: 4463.994629
	Iteration 22Q: 3 clusters Score -1049855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1049893.875000 Penalty: 4463.994629
	Iteration 23Q: 3 clusters Score -1049894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1049930.250000 Penalty: 4463.994629
	Iteration 24Q: 3 clusters Score -1049930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1049972.500000 Penalty: 4463.994629
	Iteration 25Q: 3 clusters Score -1049972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1050015.250000 Penalty: 4463.994629
	Iteration 26Q: 3 clusters Score -1050015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1050058.375000 Penalty: 4463.994629
	Iteration 27Q: 3 clusters Score -1050058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1050090.125000 Penalty: 4463.994629
	Iteration 28Q: 3 clusters Score -1050090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1050128.750000 Penalty: 4463.994629
	Iteration 29Q: 3 clusters Score -1050129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1050163.625000 Penalty: 4463.994629
	Iteration 30Q: 3 clusters Score -1050164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1050191.375000 Penalty: 4463.994629
	Iteration 31Q: 3 clusters Score -1050191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1050227.625000 Penalty: 4463.994629
	Iteration 32Q: 3 clusters Score -1050228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1050257.250000 Penalty: 4463.994629
	Iteration 33Q: 3 clusters Score -1050257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1050284.875000 Penalty: 4463.994629
	Iteration 34Q: 3 clusters Score -1050285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1050320.500000 Penalty: 4463.994629
	Iteration 35Q: 3 clusters Score -1050320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1050353.625000 Penalty: 4463.994629
	Iteration 36Q: 3 clusters Score -1050354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1050387.750000 Penalty: 4463.994629
	Iteration 37Q: 3 clusters Score -1050388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1050412.125000 Penalty: 4463.994629
	Iteration 38Q: 3 clusters Score -1050412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1050430.000000 Penalty: 4463.994629
	Iteration 39Q: 3 clusters Score -1050430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1050441.375000 Penalty: 4463.994629
	Iteration 40F: 3 clusters Score -1050441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1050450.125000 Penalty: 4463.994629
	Iteration 41Q: 3 clusters Score -1050450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1050457.250000 Penalty: 4463.994629
	Iteration 42Q: 3 clusters Score -1050457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1050461.875000 Penalty: 4463.994629
	Iteration 43Q: 3 clusters Score -1050462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1050460.750000 Penalty: 4463.994629
	Iteration 44Q: 3 clusters Score -1050461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1050464.000000 Penalty: 4463.994629
	Iteration 45Q: 3 clusters Score -1050464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1050464.625000 Penalty: 4463.994629
	Iteration 46Q: 3 clusters Score -1050465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1050465.375000 Penalty: 4463.994629
	Iteration 47Q: 3 clusters Score -1050465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1050465.625000 Penalty: 4463.994629
	Iteration 48Q: 3 clusters Score -1050466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1050467.000000 Penalty: 4463.994629
	Iteration 49Q: 3 clusters Score -1050467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1050467.000000 Penalty: 4463.994629
	Iteration 50F: 3 clusters Score -1050467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -48636.867188 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -48636.87 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 242 members 
Entering Unmasked Estep 
Score: -47269.218750 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -47269.22 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47502.804688 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -47502.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47675.386719 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -47675.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47843.722656 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -47843.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48171.996094 Penalty: 3088.362305
	Iteration 4F: 3 clusters Score -48172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48540.933594 Penalty: 3088.362305
	Iteration 5F: 3 clusters Score -48540.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48707.687500 Penalty: 3088.362305
	Iteration 6F: 3 clusters Score -48707.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48784.531250 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -48784.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48826.117188 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -48826.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -48843.558594 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -48843.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -48863.179688 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -48863.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -48863.179688 Penalty: 3088.362305
	Iteration 11F: 3 clusters Score -48863.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78142 members 
Mstep: Class 12 contains 144299 members 
Mstep: Class 13 contains 78439 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 165996 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156322 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170415 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 67 members 
Entering Unmasked Estep 
Score: -126427240.000000 Penalty: 92212.148438
Splitting cluster 17 changes total score from -126428888.000000 to -126427240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (165996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165996 members 
Entering Unmasked Estep 
Score: -22487426.000000 Penalty: 2980.890381
	Iteration 0F: 2 clusters Score -2.248743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -22380400.000000 Penalty: 5961.780762
	Iteration 0F: 3 clusters Score -2.23804e+07 nChanged 79750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -22427156.000000 Penalty: 5961.780762
	Iteration 1F: 3 clusters Score -2.242716e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -22428400.000000 Penalty: 5961.780762
	Iteration 2Q: 3 clusters Score -2.24284e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -22430802.000000 Penalty: 5961.780762
	Iteration 3Q: 3 clusters Score -2.24308e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -22434456.000000 Penalty: 5961.780762
	Iteration 4Q: 3 clusters Score -2.243446e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -22441278.000000 Penalty: 5961.780762
	Iteration 5F: 3 clusters Score -2.244128e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 124509 members 
Entering Unmasked Estep 
Score: -22451422.000000 Penalty: 5961.780762
	Iteration 6F: 3 clusters Score -2.245142e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 137128 members 
Entering Unmasked Estep 
Score: -22462682.000000 Penalty: 5961.780762
	Iteration 7F: 3 clusters Score -2.246268e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 146842 members 
Entering Unmasked Estep 
Score: -22471748.000000 Penalty: 5961.780762
	Iteration 8F: 3 clusters Score -2.247175e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -22477498.000000 Penalty: 5961.780762
	Iteration 9Q: 3 clusters Score -2.24775e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -22480644.000000 Penalty: 5961.780762
	Iteration 10Q: 3 clusters Score -2.248064e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 158614 members 
Entering Unmasked Estep 
Score: -22482156.000000 Penalty: 5961.780762
	Iteration 11Q: 3 clusters Score -2.248216e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 160063 members 
Entering Unmasked Estep 
Score: -22483116.000000 Penalty: 5961.780762
	Iteration 12Q: 3 clusters Score -2.248312e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -22483638.000000 Penalty: 5961.780762
	Iteration 13Q: 3 clusters Score -2.248364e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -22483964.000000 Penalty: 5961.780762
	Iteration 14Q: 3 clusters Score -2.248396e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 162360 members 
Entering Unmasked Estep 
Score: -22484236.000000 Penalty: 5961.780762
	Iteration 15Q: 3 clusters Score -2.248424e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 162783 members 
Entering Unmasked Estep 
Score: -22484482.000000 Penalty: 5961.780762
	Iteration 16Q: 3 clusters Score -2.248448e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -22484578.000000 Penalty: 5961.780762
	Iteration 17Q: 3 clusters Score -2.248458e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -22484702.000000 Penalty: 5961.780762
	Iteration 18Q: 3 clusters Score -2.24847e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -22484748.000000 Penalty: 5961.780762
	Iteration 19Q: 3 clusters Score -2.248475e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -22484830.000000 Penalty: 5961.780762
	Iteration 20F: 3 clusters Score -2.248483e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -22484906.000000 Penalty: 5961.780762
	Iteration 21Q: 3 clusters Score -2.248491e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 163884 members 
Entering Unmasked Estep 
Score: -22484878.000000 Penalty: 5961.780762
	Iteration 22Q: 3 clusters Score -2.248488e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -22484888.000000 Penalty: 5961.780762
	Iteration 23Q: 3 clusters Score -2.248489e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -22484880.000000 Penalty: 5961.780762
	Iteration 24Q: 3 clusters Score -2.248488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -22484862.000000 Penalty: 5961.780762
	Iteration 25Q: 3 clusters Score -2.248486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -22484852.000000 Penalty: 5961.780762
	Iteration 26Q: 3 clusters Score -2.248485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -22484890.000000 Penalty: 5961.780762
	Iteration 27Q: 3 clusters Score -2.248489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -22484900.000000 Penalty: 5961.780762
	Iteration 28Q: 3 clusters Score -2.24849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 164183 members 
Entering Unmasked Estep 
Score: -22484876.000000 Penalty: 5961.780762
	Iteration 29Q: 3 clusters Score -2.248488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -22484886.000000 Penalty: 5961.780762
	Iteration 30Q: 3 clusters Score -2.248489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -22484884.000000 Penalty: 5961.780762
	Iteration 31Q: 3 clusters Score -2.248488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 164237 members 
Entering Unmasked Estep 
Score: -22484890.000000 Penalty: 5961.780762
	Iteration 32Q: 3 clusters Score -2.248489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164248 members 
Entering Unmasked Estep 
Score: -22484916.000000 Penalty: 5961.780762
	Iteration 33Q: 3 clusters Score -2.248492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -22484926.000000 Penalty: 5961.780762
	Iteration 34Q: 3 clusters Score -2.248493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -22484936.000000 Penalty: 5961.780762
	Iteration 35Q: 3 clusters Score -2.248494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 164261 members 
Entering Unmasked Estep 
Score: -22484934.000000 Penalty: 5961.780762
	Iteration 36Q: 3 clusters Score -2.248493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -22484944.000000 Penalty: 5961.780762
	Iteration 37Q: 3 clusters Score -2.248494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 164281 members 
Entering Unmasked Estep 
Score: -22484964.000000 Penalty: 5961.780762
	Iteration 38Q: 3 clusters Score -2.248496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -22484966.000000 Penalty: 5961.780762
	Iteration 39Q: 3 clusters Score -2.248497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -22484982.000000 Penalty: 5961.780762
	Iteration 40F: 3 clusters Score -2.248498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -22484986.000000 Penalty: 5961.780762
	Iteration 41Q: 3 clusters Score -2.248499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 164311 members 
Entering Unmasked Estep 
Score: -22484994.000000 Penalty: 5961.780762
	Iteration 42Q: 3 clusters Score -2.248499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22484996.000000 Penalty: 5961.780762
	Iteration 43Q: 3 clusters Score -2.2485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -22484994.000000 Penalty: 5961.780762
	Iteration 44Q: 3 clusters Score -2.248499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -22484982.000000 Penalty: 5961.780762
	Iteration 45Q: 3 clusters Score -2.248498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -22484988.000000 Penalty: 5961.780762
	Iteration 46Q: 3 clusters Score -2.248499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -22484988.000000 Penalty: 5961.780762
	Iteration 47Q: 3 clusters Score -2.248499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -22484996.000000 Penalty: 5961.780762
	Iteration 48Q: 3 clusters Score -2.2485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -22484994.000000 Penalty: 5961.780762
	Iteration 49Q: 3 clusters Score -2.248499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 164356 members 
Entering Unmasked Estep 
Score: -22484968.000000 Penalty: 5961.780762
	Iteration 50Q: 3 clusters Score -2.248497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -22484986.000000 Penalty: 5961.780762
	Iteration 51Q: 3 clusters Score -2.248499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -22484996.000000 Penalty: 5961.780762
	Iteration 52Q: 3 clusters Score -2.2485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 164372 members 
Entering Unmasked Estep 
Score: -22484994.000000 Penalty: 5961.780762
	Iteration 53Q: 3 clusters Score -2.248499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 164375 members 
Entering Unmasked Estep 
Score: -22484998.000000 Penalty: 5961.780762
	Iteration 54Q: 3 clusters Score -2.2485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -22484998.000000 Penalty: 5961.780762
	Iteration 55Q: 3 clusters Score -2.2485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 164383 members 
Entering Unmasked Estep 
Score: -22485000.000000 Penalty: 5961.780762
	Iteration 56Q: 3 clusters Score -2.2485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -22485012.000000 Penalty: 5961.780762
	Iteration 57Q: 3 clusters Score -2.248501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -22485006.000000 Penalty: 5961.780762
	Iteration 58Q: 3 clusters Score -2.248501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -22485008.000000 Penalty: 5961.780762
	Iteration 59Q: 3 clusters Score -2.248501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -22485004.000000 Penalty: 5961.780762
	Iteration 60F: 3 clusters Score -2.2485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -22484996.000000 Penalty: 5961.780762
	Iteration 61Q: 3 clusters Score -2.2485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -22485016.000000 Penalty: 5961.780762
	Iteration 62Q: 3 clusters Score -2.248502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -22485016.000000 Penalty: 5961.780762
	Iteration 63F: 3 clusters Score -2.248502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -54491.511719 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -54491.51 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 219 members 
Entering Unmasked Estep 
Score: -53044.558594 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -53044.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53173.917969 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -53173.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53211.664062 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -53211.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53221.523438 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -53221.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53227.679688 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -53227.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53233.316406 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -53233.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53233.316406 Penalty: 3005.324951
	Iteration 6F: 3 clusters Score -53233.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33033.976562 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33033.98 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 158 members 
Entering Unmasked Estep 
Score: -31774.789062 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31774.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32027.197266 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32027.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32199.667969 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32199.67 nChanged 18
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: -32356.658203 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -32356.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32472.941406 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32472.94 nChanged 11
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: -32546.048828 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32546.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32792.085938 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32792.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33089.066406 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -33089.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33161.968750 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -33161.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -33202.152344 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -33202.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33234.300781 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -33234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33234.300781 Penalty: 2827.420166
	Iteration 11F: 3 clusters Score -33234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78142 members 
Mstep: Class 12 contains 144299 members 
Mstep: Class 13 contains 78439 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165996 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 226 members 
Mstep: Class 21 contains 156322 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170415 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 73 members 
Entering Unmasked Estep 
Score: -126427136.000000 Penalty: 92212.148438
Splitting cluster 20 changes total score from -126428888.000000 to -126427136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (156322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Entering Unmasked Estep 
Score: -21246392.000000 Penalty: 2965.998779
	Iteration 0F: 2 clusters Score -2.124639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -21142740.000000 Penalty: 5931.997559
	Iteration 0F: 3 clusters Score -2.114274e+07 nChanged 74878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -21185942.000000 Penalty: 5931.997559
	Iteration 1F: 3 clusters Score -2.118594e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -21186994.000000 Penalty: 5931.997559
	Iteration 2Q: 3 clusters Score -2.118699e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -21188286.000000 Penalty: 5931.997559
	Iteration 3Q: 3 clusters Score -2.118829e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -21189816.000000 Penalty: 5931.997559
	Iteration 4Q: 3 clusters Score -2.118982e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -21192130.000000 Penalty: 5931.997559
	Iteration 5Q: 3 clusters Score -2.119213e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -21195302.000000 Penalty: 5931.997559
	Iteration 6Q: 3 clusters Score -2.11953e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -21200134.000000 Penalty: 5931.997559
	Iteration 7F: 3 clusters Score -2.120013e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -21207256.000000 Penalty: 5931.997559
	Iteration 8F: 3 clusters Score -2.120726e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -21216606.000000 Penalty: 5931.997559
	Iteration 9F: 3 clusters Score -2.121661e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -21225210.000000 Penalty: 5931.997559
	Iteration 10F: 3 clusters Score -2.122521e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -21229816.000000 Penalty: 5931.997559
	Iteration 11F: 3 clusters Score -2.122982e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -21231576.000000 Penalty: 5931.997559
	Iteration 12Q: 3 clusters Score -2.123158e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -21232724.000000 Penalty: 5931.997559
	Iteration 13Q: 3 clusters Score -2.123272e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112792 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -21233744.000000 Penalty: 5931.997559
	Iteration 14Q: 3 clusters Score -2.123374e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -21234534.000000 Penalty: 5931.997559
	Iteration 15Q: 3 clusters Score -2.123453e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -21235264.000000 Penalty: 5931.997559
	Iteration 16Q: 3 clusters Score -2.123526e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -21235856.000000 Penalty: 5931.997559
	Iteration 17Q: 3 clusters Score -2.123586e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120301 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -21236308.000000 Penalty: 5931.997559
	Iteration 18Q: 3 clusters Score -2.123631e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122123 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -21236798.000000 Penalty: 5931.997559
	Iteration 19Q: 3 clusters Score -2.12368e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -21237168.000000 Penalty: 5931.997559
	Iteration 20F: 3 clusters Score -2.123717e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -21237604.000000 Penalty: 5931.997559
	Iteration 21Q: 3 clusters Score -2.12376e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -21238014.000000 Penalty: 5931.997559
	Iteration 22Q: 3 clusters Score -2.123801e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -21238286.000000 Penalty: 5931.997559
	Iteration 23Q: 3 clusters Score -2.123829e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -21238542.000000 Penalty: 5931.997559
	Iteration 24Q: 3 clusters Score -2.123854e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -21238948.000000 Penalty: 5931.997559
	Iteration 25Q: 3 clusters Score -2.123895e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134739 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -21239350.000000 Penalty: 5931.997559
	Iteration 26Q: 3 clusters Score -2.123935e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -21239682.000000 Penalty: 5931.997559
	Iteration 27Q: 3 clusters Score -2.123968e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138028 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -21239956.000000 Penalty: 5931.997559
	Iteration 28Q: 3 clusters Score -2.123996e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139611 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -21240336.000000 Penalty: 5931.997559
	Iteration 29Q: 3 clusters Score -2.124034e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141134 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -21240726.000000 Penalty: 5931.997559
	Iteration 30Q: 3 clusters Score -2.124073e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -21241072.000000 Penalty: 5931.997559
	Iteration 31Q: 3 clusters Score -2.124107e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143949 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -21241352.000000 Penalty: 5931.997559
	Iteration 32Q: 3 clusters Score -2.124135e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -21241538.000000 Penalty: 5931.997559
	Iteration 33Q: 3 clusters Score -2.124154e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -21241798.000000 Penalty: 5931.997559
	Iteration 34Q: 3 clusters Score -2.12418e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -21242096.000000 Penalty: 5931.997559
	Iteration 35Q: 3 clusters Score -2.12421e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -21242304.000000 Penalty: 5931.997559
	Iteration 36Q: 3 clusters Score -2.12423e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -21242564.000000 Penalty: 5931.997559
	Iteration 37Q: 3 clusters Score -2.124256e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -21242788.000000 Penalty: 5931.997559
	Iteration 38Q: 3 clusters Score -2.124279e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150815 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -21242980.000000 Penalty: 5931.997559
	Iteration 39Q: 3 clusters Score -2.124298e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -21243208.000000 Penalty: 5931.997559
	Iteration 40F: 3 clusters Score -2.124321e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21243378.000000 Penalty: 5931.997559
	Iteration 41Q: 3 clusters Score -2.124338e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21243492.000000 Penalty: 5931.997559
	Iteration 42Q: 3 clusters Score -2.124349e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21243528.000000 Penalty: 5931.997559
	Iteration 43Q: 3 clusters Score -2.124353e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21243654.000000 Penalty: 5931.997559
	Iteration 44Q: 3 clusters Score -2.124365e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21243682.000000 Penalty: 5931.997559
	Iteration 45Q: 3 clusters Score -2.124368e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153905 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21243762.000000 Penalty: 5931.997559
	Iteration 46Q: 3 clusters Score -2.124376e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154120 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -21243860.000000 Penalty: 5931.997559
	Iteration 47Q: 3 clusters Score -2.124386e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21243888.000000 Penalty: 5931.997559
	Iteration 48Q: 3 clusters Score -2.124389e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21243938.000000 Penalty: 5931.997559
	Iteration 49Q: 3 clusters Score -2.124394e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21243952.000000 Penalty: 5931.997559
	Iteration 50Q: 3 clusters Score -2.124395e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21243954.000000 Penalty: 5931.997559
	Iteration 51Q: 3 clusters Score -2.124395e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21243940.000000 Penalty: 5931.997559
	Iteration 52Q: 3 clusters Score -2.124394e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21243938.000000 Penalty: 5931.997559
	Iteration 53Q: 3 clusters Score -2.124394e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21243944.000000 Penalty: 5931.997559
	Iteration 54Q: 3 clusters Score -2.124394e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -21243958.000000 Penalty: 5931.997559
	Iteration 55Q: 3 clusters Score -2.124396e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21243966.000000 Penalty: 5931.997559
	Iteration 56Q: 3 clusters Score -2.124397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155046 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21243988.000000 Penalty: 5931.997559
	Iteration 57Q: 3 clusters Score -2.124399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21244016.000000 Penalty: 5931.997559
	Iteration 58Q: 3 clusters Score -2.124402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21244030.000000 Penalty: 5931.997559
	Iteration 59Q: 3 clusters Score -2.124403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21244024.000000 Penalty: 5931.997559
	Iteration 60F: 3 clusters Score -2.124402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21244052.000000 Penalty: 5931.997559
	Iteration 61Q: 3 clusters Score -2.124405e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21244056.000000 Penalty: 5931.997559
	Iteration 62Q: 3 clusters Score -2.124406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21244070.000000 Penalty: 5931.997559
	Iteration 63Q: 3 clusters Score -2.124407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21244068.000000 Penalty: 5931.997559
	Iteration 64Q: 3 clusters Score -2.124407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21244062.000000 Penalty: 5931.997559
	Iteration 65Q: 3 clusters Score -2.124406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21244072.000000 Penalty: 5931.997559
	Iteration 66Q: 3 clusters Score -2.124407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21244072.000000 Penalty: 5931.997559
	Iteration 67Q: 3 clusters Score -2.124407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21244066.000000 Penalty: 5931.997559
	Iteration 68Q: 3 clusters Score -2.124407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21244080.000000 Penalty: 5931.997559
	Iteration 69Q: 3 clusters Score -2.124408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21244070.000000 Penalty: 5931.997559
	Iteration 70Q: 3 clusters Score -2.124407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21244066.000000 Penalty: 5931.997559
	Iteration 71Q: 3 clusters Score -2.124407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21244060.000000 Penalty: 5931.997559
	Iteration 72Q: 3 clusters Score -2.124406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21244068.000000 Penalty: 5931.997559
	Iteration 73Q: 3 clusters Score -2.124407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21244060.000000 Penalty: 5931.997559
	Iteration 74Q: 3 clusters Score -2.124406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155277 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21244064.000000 Penalty: 5931.997559
	Iteration 75Q: 3 clusters Score -2.124406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21244080.000000 Penalty: 5931.997559
	Iteration 76Q: 3 clusters Score -2.124408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21244090.000000 Penalty: 5931.997559
	Iteration 77Q: 3 clusters Score -2.124409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21244090.000000 Penalty: 5931.997559
	Iteration 78F: 3 clusters Score -2.124409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Entering Unmasked Estep 
Score: -4185213.000000 Penalty: 2574.178711
	Iteration 0F: 2 clusters Score -4185213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4163393.000000 Penalty: 5148.357422
	Iteration 0F: 3 clusters Score -4163393 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -4171595.250000 Penalty: 5148.357422
	Iteration 1F: 3 clusters Score -4171595 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4172299.750000 Penalty: 5148.357422
	Iteration 2F: 3 clusters Score -4172300 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4173043.000000 Penalty: 5148.357422
	Iteration 3Q: 3 clusters Score -4173043 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4173899.750000 Penalty: 5148.357422
	Iteration 4F: 3 clusters Score -4173900 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4174839.500000 Penalty: 5148.357422
	Iteration 5F: 3 clusters Score -4174840 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4175798.500000 Penalty: 5148.357422
	Iteration 6F: 3 clusters Score -4175798 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4176726.750000 Penalty: 5148.357422
	Iteration 7F: 3 clusters Score -4176727 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4177458.750000 Penalty: 5148.357422
	Iteration 8F: 3 clusters Score -4177459 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4178027.000000 Penalty: 5148.357422
	Iteration 9Q: 3 clusters Score -4178027 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4178482.750000 Penalty: 5148.357422
	Iteration 10Q: 3 clusters Score -4178483 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4178874.250000 Penalty: 5148.357422
	Iteration 11Q: 3 clusters Score -4178874 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4179261.000000 Penalty: 5148.357422
	Iteration 12Q: 3 clusters Score -4179261 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4179762.750000 Penalty: 5148.357422
	Iteration 13Q: 3 clusters Score -4179763 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4180323.750000 Penalty: 5148.357422
	Iteration 14Q: 3 clusters Score -4180324 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4180894.500000 Penalty: 5148.357422
	Iteration 15Q: 3 clusters Score -4180894 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4181432.000000 Penalty: 5148.357422
	Iteration 16Q: 3 clusters Score -4181432 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4181926.250000 Penalty: 5148.357422
	Iteration 17Q: 3 clusters Score -4181926 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4182377.750000 Penalty: 5148.357422
	Iteration 18Q: 3 clusters Score -4182378 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4182780.750000 Penalty: 5148.357422
	Iteration 19Q: 3 clusters Score -4182781 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4183114.000000 Penalty: 5148.357422
	Iteration 20F: 3 clusters Score -4183114 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4183338.250000 Penalty: 5148.357422
	Iteration 21Q: 3 clusters Score -4183338 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4183537.250000 Penalty: 5148.357422
	Iteration 22Q: 3 clusters Score -4183537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4183641.500000 Penalty: 5148.357422
	Iteration 23Q: 3 clusters Score -4183642 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4183731.500000 Penalty: 5148.357422
	Iteration 24Q: 3 clusters Score -4183732 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4183821.500000 Penalty: 5148.357422
	Iteration 25Q: 3 clusters Score -4183822 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4183897.750000 Penalty: 5148.357422
	Iteration 26Q: 3 clusters Score -4183898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4183937.000000 Penalty: 5148.357422
	Iteration 27Q: 3 clusters Score -4183937 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4184007.500000 Penalty: 5148.357422
	Iteration 28Q: 3 clusters Score -4184008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -4184054.500000 Penalty: 5148.357422
	Iteration 29Q: 3 clusters Score -4184054 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -4184071.500000 Penalty: 5148.357422
	Iteration 30Q: 3 clusters Score -4184072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4184115.250000 Penalty: 5148.357422
	Iteration 31Q: 3 clusters Score -4184115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4184141.750000 Penalty: 5148.357422
	Iteration 32Q: 3 clusters Score -4184142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4184166.250000 Penalty: 5148.357422
	Iteration 33Q: 3 clusters Score -4184166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4184182.250000 Penalty: 5148.357422
	Iteration 34Q: 3 clusters Score -4184182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4184204.500000 Penalty: 5148.357422
	Iteration 35Q: 3 clusters Score -4184204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4184217.500000 Penalty: 5148.357422
	Iteration 36Q: 3 clusters Score -4184218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -4184229.500000 Penalty: 5148.357422
	Iteration 37Q: 3 clusters Score -4184230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4184238.000000 Penalty: 5148.357422
	Iteration 38Q: 3 clusters Score -4184238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4184251.250000 Penalty: 5148.357422
	Iteration 39Q: 3 clusters Score -4184251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4184273.750000 Penalty: 5148.357422
	Iteration 40F: 3 clusters Score -4184274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4184286.750000 Penalty: 5148.357422
	Iteration 41Q: 3 clusters Score -4184287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4184288.500000 Penalty: 5148.357422
	Iteration 42Q: 3 clusters Score -4184288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4184304.500000 Penalty: 5148.357422
	Iteration 43Q: 3 clusters Score -4184304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4184309.750000 Penalty: 5148.357422
	Iteration 44Q: 3 clusters Score -4184310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4184307.000000 Penalty: 5148.357422
	Iteration 45Q: 3 clusters Score -4184307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4184311.000000 Penalty: 5148.357422
	Iteration 46Q: 3 clusters Score -4184311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4184320.500000 Penalty: 5148.357422
	Iteration 47Q: 3 clusters Score -4184320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4184318.250000 Penalty: 5148.357422
	Iteration 48Q: 3 clusters Score -4184318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4184318.000000 Penalty: 5148.357422
	Iteration 49Q: 3 clusters Score -4184318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4184311.500000 Penalty: 5148.357422
	Iteration 50Q: 3 clusters Score -4184312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4184323.500000 Penalty: 5148.357422
	Iteration 51Q: 3 clusters Score -4184324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4184323.250000 Penalty: 5148.357422
	Iteration 52Q: 3 clusters Score -4184323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4184323.250000 Penalty: 5148.357422
	Iteration 53Q: 3 clusters Score -4184323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4184331.500000 Penalty: 5148.357422
	Iteration 54Q: 3 clusters Score -4184332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4184333.750000 Penalty: 5148.357422
	Iteration 55Q: 3 clusters Score -4184334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4184333.250000 Penalty: 5148.357422
	Iteration 56Q: 3 clusters Score -4184333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4184325.250000 Penalty: 5148.357422
	Iteration 57Q: 3 clusters Score -4184325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4184330.750000 Penalty: 5148.357422
	Iteration 58Q: 3 clusters Score -4184331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4184330.250000 Penalty: 5148.357422
	Iteration 59Q: 3 clusters Score -4184330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4184331.500000 Penalty: 5148.357422
	Iteration 60F: 3 clusters Score -4184332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170415 members 
Entering Unmasked Estep 
Score: -23043812.000000 Penalty: 2987.406006
	Iteration 0F: 2 clusters Score -2.304381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -22931910.000000 Penalty: 5974.812012
	Iteration 0F: 3 clusters Score -2.293191e+07 nChanged 81849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -22979850.000000 Penalty: 5974.812012
	Iteration 1F: 3 clusters Score -2.297985e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -22980818.000000 Penalty: 5974.812012
	Iteration 2Q: 3 clusters Score -2.298082e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -22982004.000000 Penalty: 5974.812012
	Iteration 3Q: 3 clusters Score -2.2982e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -22983790.000000 Penalty: 5974.812012
	Iteration 4Q: 3 clusters Score -2.298379e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -22986514.000000 Penalty: 5974.812012
	Iteration 5Q: 3 clusters Score -2.298651e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -22991170.000000 Penalty: 5974.812012
	Iteration 6Q: 3 clusters Score -2.299117e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -22998430.000000 Penalty: 5974.812012
	Iteration 7F: 3 clusters Score -2.299843e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -23008370.000000 Penalty: 5974.812012
	Iteration 8F: 3 clusters Score -2.300837e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -23017654.000000 Penalty: 5974.812012
	Iteration 9F: 3 clusters Score -2.301765e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -23022058.000000 Penalty: 5974.812012
	Iteration 10F: 3 clusters Score -2.302206e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -23023988.000000 Penalty: 5974.812012
	Iteration 11Q: 3 clusters Score -2.302399e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -23025296.000000 Penalty: 5974.812012
	Iteration 12Q: 3 clusters Score -2.30253e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -23026494.000000 Penalty: 5974.812012
	Iteration 13Q: 3 clusters Score -2.302649e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -23027916.000000 Penalty: 5974.812012
	Iteration 14Q: 3 clusters Score -2.302792e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -23029366.000000 Penalty: 5974.812012
	Iteration 15Q: 3 clusters Score -2.302937e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -23030798.000000 Penalty: 5974.812012
	Iteration 16Q: 3 clusters Score -2.30308e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -23032142.000000 Penalty: 5974.812012
	Iteration 17Q: 3 clusters Score -2.303214e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125356 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -23033230.000000 Penalty: 5974.812012
	Iteration 18Q: 3 clusters Score -2.303323e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -23034148.000000 Penalty: 5974.812012
	Iteration 19Q: 3 clusters Score -2.303415e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130561 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -23034978.000000 Penalty: 5974.812012
	Iteration 20F: 3 clusters Score -2.303498e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -23035624.000000 Penalty: 5974.812012
	Iteration 21Q: 3 clusters Score -2.303562e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135296 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -23036190.000000 Penalty: 5974.812012
	Iteration 22Q: 3 clusters Score -2.303619e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137625 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -23036768.000000 Penalty: 5974.812012
	Iteration 23Q: 3 clusters Score -2.303677e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139922 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -23037320.000000 Penalty: 5974.812012
	Iteration 24Q: 3 clusters Score -2.303732e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142192 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -23037740.000000 Penalty: 5974.812012
	Iteration 25Q: 3 clusters Score -2.303774e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144360 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -23038268.000000 Penalty: 5974.812012
	Iteration 26Q: 3 clusters Score -2.303827e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -23038674.000000 Penalty: 5974.812012
	Iteration 27Q: 3 clusters Score -2.303867e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -23039106.000000 Penalty: 5974.812012
	Iteration 28Q: 3 clusters Score -2.303911e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -23039542.000000 Penalty: 5974.812012
	Iteration 29Q: 3 clusters Score -2.303954e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -23039862.000000 Penalty: 5974.812012
	Iteration 30Q: 3 clusters Score -2.303986e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153944 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -23040320.000000 Penalty: 5974.812012
	Iteration 31Q: 3 clusters Score -2.304032e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155629 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -23040624.000000 Penalty: 5974.812012
	Iteration 32Q: 3 clusters Score -2.304062e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -23040772.000000 Penalty: 5974.812012
	Iteration 33Q: 3 clusters Score -2.304077e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158673 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -23040944.000000 Penalty: 5974.812012
	Iteration 34Q: 3 clusters Score -2.304094e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -23041056.000000 Penalty: 5974.812012
	Iteration 35Q: 3 clusters Score -2.304106e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -23041250.000000 Penalty: 5974.812012
	Iteration 36Q: 3 clusters Score -2.304125e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162355 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -23041348.000000 Penalty: 5974.812012
	Iteration 37Q: 3 clusters Score -2.304135e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -23041498.000000 Penalty: 5974.812012
	Iteration 38Q: 3 clusters Score -2.30415e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -23041708.000000 Penalty: 5974.812012
	Iteration 39Q: 3 clusters Score -2.304171e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164669 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -23041746.000000 Penalty: 5974.812012
	Iteration 40F: 3 clusters Score -2.304175e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -23041830.000000 Penalty: 5974.812012
	Iteration 41Q: 3 clusters Score -2.304183e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -23041848.000000 Penalty: 5974.812012
	Iteration 42Q: 3 clusters Score -2.304185e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -23041898.000000 Penalty: 5974.812012
	Iteration 43Q: 3 clusters Score -2.30419e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -23041890.000000 Penalty: 5974.812012
	Iteration 44Q: 3 clusters Score -2.304189e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -23041942.000000 Penalty: 5974.812012
	Iteration 45Q: 3 clusters Score -2.304194e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -23041856.000000 Penalty: 5974.812012
	Iteration 46Q: 3 clusters Score -2.304186e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -23041866.000000 Penalty: 5974.812012
	Iteration 47Q: 3 clusters Score -2.304187e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23041920.000000 Penalty: 5974.812012
	Iteration 48Q: 3 clusters Score -2.304192e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167675 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -23041956.000000 Penalty: 5974.812012
	Iteration 49Q: 3 clusters Score -2.304196e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167834 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -23041988.000000 Penalty: 5974.812012
	Iteration 50Q: 3 clusters Score -2.304199e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -23041942.000000 Penalty: 5974.812012
	Iteration 51Q: 3 clusters Score -2.304194e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -23041958.000000 Penalty: 5974.812012
	Iteration 52Q: 3 clusters Score -2.304196e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -23041928.000000 Penalty: 5974.812012
	Iteration 53Q: 3 clusters Score -2.304193e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23041974.000000 Penalty: 5974.812012
	Iteration 54Q: 3 clusters Score -2.304197e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23041982.000000 Penalty: 5974.812012
	Iteration 55Q: 3 clusters Score -2.304198e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -23042002.000000 Penalty: 5974.812012
	Iteration 56Q: 3 clusters Score -2.3042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23041990.000000 Penalty: 5974.812012
	Iteration 57Q: 3 clusters Score -2.304199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23041970.000000 Penalty: 5974.812012
	Iteration 58Q: 3 clusters Score -2.304197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23041962.000000 Penalty: 5974.812012
	Iteration 59Q: 3 clusters Score -2.304196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23041964.000000 Penalty: 5974.812012
	Iteration 60F: 3 clusters Score -2.304196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168574 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -23041964.000000 Penalty: 5974.812012
	Iteration 61Q: 3 clusters Score -2.304196e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168604 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -23041990.000000 Penalty: 5974.812012
	Iteration 62Q: 3 clusters Score -2.304199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168628 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -23041980.000000 Penalty: 5974.812012
	Iteration 63Q: 3 clusters Score -2.304198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23041986.000000 Penalty: 5974.812012
	Iteration 64Q: 3 clusters Score -2.304199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23041986.000000 Penalty: 5974.812012
	Iteration 65Q: 3 clusters Score -2.304199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23042000.000000 Penalty: 5974.812012
	Iteration 66Q: 3 clusters Score -2.3042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23041992.000000 Penalty: 5974.812012
	Iteration 67Q: 3 clusters Score -2.304199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23042006.000000 Penalty: 5974.812012
	Iteration 68Q: 3 clusters Score -2.304201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168736 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -23041988.000000 Penalty: 5974.812012
	Iteration 69Q: 3 clusters Score -2.304199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -23041984.000000 Penalty: 5974.812012
	Iteration 70Q: 3 clusters Score -2.304198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -23041970.000000 Penalty: 5974.812012
	Iteration 71Q: 3 clusters Score -2.304197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -23041982.000000 Penalty: 5974.812012
	Iteration 72Q: 3 clusters Score -2.304198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23041958.000000 Penalty: 5974.812012
	Iteration 73Q: 3 clusters Score -2.304196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23041976.000000 Penalty: 5974.812012
	Iteration 74Q: 3 clusters Score -2.304198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23041974.000000 Penalty: 5974.812012
	Iteration 75Q: 3 clusters Score -2.304197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -23041970.000000 Penalty: 5974.812012
	Iteration 76Q: 3 clusters Score -2.304197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -23041970.000000 Penalty: 5974.812012
	Iteration 77Q: 3 clusters Score -2.304197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -23041972.000000 Penalty: 5974.812012
	Iteration 78Q: 3 clusters Score -2.304197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23041972.000000 Penalty: 5974.812012
	Iteration 79Q: 3 clusters Score -2.304197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23041958.000000 Penalty: 5974.812012
	Iteration 80F: 3 clusters Score -2.304196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23041956.000000 Penalty: 5974.812012
	Iteration 81Q: 3 clusters Score -2.304196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168839 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23041950.000000 Penalty: 5974.812012
	Iteration 82Q: 3 clusters Score -2.304195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23041950.000000 Penalty: 5974.812012
	Iteration 83Q: 3 clusters Score -2.304195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -23041934.000000 Penalty: 5974.812012
	Iteration 84Q: 3 clusters Score -2.304193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -23041918.000000 Penalty: 5974.812012
	Iteration 85Q: 3 clusters Score -2.304192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23041926.000000 Penalty: 5974.812012
	Iteration 86Q: 3 clusters Score -2.304193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168866 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23041924.000000 Penalty: 5974.812012
	Iteration 87Q: 3 clusters Score -2.304192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -23041922.000000 Penalty: 5974.812012
	Iteration 88Q: 3 clusters Score -2.304192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168871 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -23041926.000000 Penalty: 5974.812012
	Iteration 89Q: 3 clusters Score -2.304193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -23041934.000000 Penalty: 5974.812012
	Iteration 90Q: 3 clusters Score -2.304193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23041908.000000 Penalty: 5974.812012
	Iteration 91Q: 3 clusters Score -2.304191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -23041908.000000 Penalty: 5974.812012
	Iteration 92Q: 3 clusters Score -2.304191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168886 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -23041916.000000 Penalty: 5974.812012
	Iteration 93Q: 3 clusters Score -2.304192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -23041906.000000 Penalty: 5974.812012
	Iteration 94Q: 3 clusters Score -2.304191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23041902.000000 Penalty: 5974.812012
	Iteration 95Q: 3 clusters Score -2.30419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -23041912.000000 Penalty: 5974.812012
	Iteration 96Q: 3 clusters Score -2.304191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -23041912.000000 Penalty: 5974.812012
	Iteration 97F: 3 clusters Score -2.304191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -330866.781250 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -330866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -327934.875000 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -327934.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -328510.125000 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -328510.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -328637.437500 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -328637.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -328711.031250 Penalty: 3872.524902
	Iteration 3Q: 3 clusters Score -328711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -328755.000000 Penalty: 3872.524902
	Iteration 4Q: 3 clusters Score -328755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -328789.656250 Penalty: 3872.524902
	Iteration 5Q: 3 clusters Score -328789.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -328818.812500 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -328818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -328837.531250 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -328837.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -328854.468750 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -328854.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -328865.656250 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -328865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -328871.031250 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -328871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -328873.500000 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -328873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -328876.312500 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -328876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -328880.187500 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -328880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -328885.781250 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -328885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -328890.656250 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -328890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -328894.156250 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -328894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -328896.812500 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -328896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -328897.843750 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -328897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -328899.468750 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -328899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -328902.500000 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -328902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -328904.906250 Penalty: 3872.524902
	Iteration 21Q: 3 clusters Score -328904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -328908.125000 Penalty: 3872.524902
	Iteration 22Q: 3 clusters Score -328908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -328908.656250 Penalty: 3872.524902
	Iteration 23Q: 3 clusters Score -328908.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -328908.656250 Penalty: 3872.524902
	Iteration 24F: 3 clusters Score -328908.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52389.582031 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52389.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50941.761719 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50941.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51342.683594 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51342.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51616.316406 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51616.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51919.820312 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51919.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52044.453125 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -52044.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52097.882812 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -52097.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52141.707031 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -52141.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52199.445312 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -52199.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52252.183594 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -52252.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52350.757812 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -52350.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52426.542969 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -52426.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52455.621094 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -52455.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52459.855469 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -52459.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52461.089844 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -52461.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52464.179688 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -52464.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52470.203125 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -52470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52480.957031 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -52480.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52485.613281 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -52485.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52486.050781 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -52486.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52498.519531 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -52498.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52532.179688 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -52532.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52574.500000 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -52574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52582.460938 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -52582.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52584.609375 Penalty: 3080.457520
	Iteration 23Q: 3 clusters Score -52584.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52586.496094 Penalty: 3080.457520
	Iteration 24Q: 3 clusters Score -52586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52589.746094 Penalty: 3080.457520
	Iteration 25Q: 3 clusters Score -52589.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52589.746094 Penalty: 3080.457520
	Iteration 26F: 3 clusters Score -52589.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78142 members 
Mstep: Class 12 contains 144299 members 
Mstep: Class 13 contains 78439 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165996 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156322 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170415 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 235 members 
Entering Unmasked Estep 
Score: -126427392.000000 Penalty: 92212.148438
Splitting cluster 25 changes total score from -126428888.000000 to -126427392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25424.921875 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -25424.92 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 120 members 
Entering Unmasked Estep 
Score: -24268.443359 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -24268.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24403.310547 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -24403.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24462.144531 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -24462.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24505.564453 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -24505.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24509.986328 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -24509.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24519.580078 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -24519.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24519.580078 Penalty: 2722.513184
	Iteration 6F: 3 clusters Score -24519.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41632 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78142 members 
Mstep: Class 12 contains 144299 members 
Mstep: Class 13 contains 78439 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165996 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156322 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170415 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428896.000000 Penalty: 88796.882812
Iteration 479Q: 27 clusters Score -1.264289e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29767 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41629 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78146 members 
Mstep: Class 12 contains 144345 members 
Mstep: Class 13 contains 78442 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165996 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156297 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170391 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429024.000000 Penalty: 88796.882812
Iteration 480F: 27 clusters Score -1.26429e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29771 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78144 members 
Mstep: Class 12 contains 144381 members 
Mstep: Class 13 contains 78447 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165995 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156279 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170365 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428912.000000 Penalty: 88796.882812
Iteration 481Q: 27 clusters Score -1.264289e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41628 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78142 members 
Mstep: Class 12 contains 144420 members 
Mstep: Class 13 contains 78452 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165987 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156272 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170339 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429000.000000 Penalty: 88796.882812
Iteration 482Q: 27 clusters Score -1.26429e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29775 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41625 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78146 members 
Mstep: Class 12 contains 144454 members 
Mstep: Class 13 contains 78450 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165987 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156261 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170315 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429168.000000 Penalty: 88796.882812
Iteration 483Q: 27 clusters Score -1.264292e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8750 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29774 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41624 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78147 members 
Mstep: Class 12 contains 144486 members 
Mstep: Class 13 contains 78453 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165993 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156244 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170290 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429104.000000 Penalty: 88796.882812
Iteration 484Q: 27 clusters Score -1.264291e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29777 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41621 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 78141 members 
Mstep: Class 12 contains 144521 members 
Mstep: Class 13 contains 78460 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165987 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156213 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170289 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429088.000000 Penalty: 88796.882812
Iteration 485Q: 27 clusters Score -1.264291e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29779 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41618 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 78139 members 
Mstep: Class 12 contains 144580 members 
Mstep: Class 13 contains 78464 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165979 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156172 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170278 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429088.000000 Penalty: 88796.882812
Iteration 486Q: 27 clusters Score -1.264291e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29780 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41617 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 78144 members 
Mstep: Class 12 contains 144634 members 
Mstep: Class 13 contains 78463 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165973 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156127 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170272 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429088.000000 Penalty: 88796.882812
Iteration 487Q: 27 clusters Score -1.264291e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29783 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 41616 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 78148 members 
Mstep: Class 12 contains 144682 members 
Mstep: Class 13 contains 78475 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165962 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156089 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170258 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428920.000000 Penalty: 88796.882812
Iteration 488Q: 27 clusters Score -1.264289e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29785 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41613 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 78151 members 
Mstep: Class 12 contains 144722 members 
Mstep: Class 13 contains 78472 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165956 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156065 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170250 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429008.000000 Penalty: 88796.882812
Iteration 489Q: 27 clusters Score -1.26429e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41612 members 
Mstep: Class 9 contains 8445 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 78153 members 
Mstep: Class 12 contains 144762 members 
Mstep: Class 13 contains 78473 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165953 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156039 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 170236 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126428976.000000 Penalty: 88796.882812
Iteration 490Q: 27 clusters Score -1.26429e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41610 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 78159 members 
Mstep: Class 12 contains 144804 members 
Mstep: Class 13 contains 78473 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165950 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 156016 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170215 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429032.000000 Penalty: 88796.882812
Iteration 491Q: 27 clusters Score -1.26429e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29794 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41607 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 78164 members 
Mstep: Class 12 contains 144844 members 
Mstep: Class 13 contains 78475 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165953 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155994 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170186 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429056.000000 Penalty: 88796.882812
Iteration 492Q: 27 clusters Score -1.264291e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8751 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29796 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41608 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 78173 members 
Mstep: Class 12 contains 144878 members 
Mstep: Class 13 contains 78476 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165947 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155966 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170173 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429040.000000 Penalty: 88796.882812
Iteration 493Q: 27 clusters Score -1.26429e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8752 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29799 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41609 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 78179 members 
Mstep: Class 12 contains 144911 members 
Mstep: Class 13 contains 78472 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165947 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155931 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 170168 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429088.000000 Penalty: 88796.882812
Iteration 494Q: 27 clusters Score -1.264291e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8752 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29800 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41609 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 78180 members 
Mstep: Class 12 contains 144941 members 
Mstep: Class 13 contains 78465 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165952 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155895 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170171 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429120.000000 Penalty: 88796.882812
Iteration 495Q: 27 clusters Score -1.264291e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8752 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29800 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41611 members 
Mstep: Class 9 contains 8443 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 78181 members 
Mstep: Class 12 contains 144984 members 
Mstep: Class 13 contains 78455 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165955 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155865 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170163 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429032.000000 Penalty: 88796.882812
Iteration 496Q: 27 clusters Score -1.26429e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8752 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29800 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41609 members 
Mstep: Class 9 contains 8442 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 78180 members 
Mstep: Class 12 contains 145026 members 
Mstep: Class 13 contains 78452 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165953 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155829 members 
Mstep: Class 22 contains 32201 members 
Mstep: Class 23 contains 170166 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429064.000000 Penalty: 88796.882812
Iteration 497Q: 27 clusters Score -1.264291e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8752 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29802 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41608 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 78179 members 
Mstep: Class 12 contains 145062 members 
Mstep: Class 13 contains 78452 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165947 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155814 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170150 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429048.000000 Penalty: 88796.882812
Iteration 498Q: 27 clusters Score -1.26429e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8754 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29803 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41602 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 78179 members 
Mstep: Class 12 contains 145085 members 
Mstep: Class 13 contains 78453 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165945 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155801 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 170146 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429040.000000 Penalty: 88796.882812
Iteration 499Q: 27 clusters Score -1.26429e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8755 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 29799 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 41602 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 78184 members 
Mstep: Class 12 contains 145099 members 
Mstep: Class 13 contains 78460 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 165942 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 155799 members 
Mstep: Class 22 contains 32203 members 
Mstep: Class 23 contains 170127 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126429200.000000 Penalty: 88796.882812
Iteration 500F: 27 clusters Score -1.264292e+08 nChanged 120
Maximum iterations exceeded
--- Evaluating fit on full set of 2870054 points ---
Entering Unmasked Estep 
Score: -373775776.000000 Penalty: 95880.742188
25->27 Clusters: Score -373775776.000000, best is -373811744.000000

Main iterations: 0 (time per=infms)
Total iterations: 77046 (time per=560.670786ms)
Iterations metric 2: 6301388111872.000000 (time per=6.855226ns)
Iterations metric 3: 189043505627136.000000 (time per=228.505292ps)

That took 43197.441406 seconds.
